lc_width lc_decline phase_offset mag_offset initial_temp cooling_rate lc_length det_length used_length time_span num_sources has_sdss has_psst object_name_in ra_in dec_in object_class_in redshift_in acceptance_radius save_ztf download_ztf download_osc read_local query_tns save_lc read_existing clean_ignore dust_map phase_min phase_max n_walkers n_steps n_cores model late_phase default_err default_decline_g default_decline_r burn_in sigma_clip repeats use_median search_radius reimport_catalog save_catalog use_old Pcc_filter Pcc_filter_alternative neighbors recalculate_nature use_glade best_index max_separation_glade dimmest_glade max_pcc_glade max_distance_glade star_separation star_cut ra_deg dec_deg transient_source object_name ztf_name tns_name object_class redshift color_peak late_color late_color10 late_color20 late_color40 late_color60 first_to_peak_r first_to_peak_g peak_to_last_r peak_to_last_g bright_mjd first_mjd brightest_mag green_brightest red_brightest chi2 host_radius host_separation host_ra host_dec host_Pcc host_magnitude host_magnitude_g host_magnitude_r host_nature photoz photoz_err specz specz_err best_host force_detection save_params classifier plot_output do_observability closest closest_radius closest_separation closest_ra closest_dec closest_Pcc closest_magnitude closest_magnitude_g closest_magnitude_r closest_nature classify include_het pupil_fraction minimum_halflight match_radius_arcsec pcc_pcc_threshold pcc_distance_threshold n_sigma_limit delta_time input_separation input_size input_host_g_r normal_separation deltamag_green deltamag_red hostless redshift_use redshift_label absmag_r absmag_g MMT_observable Magellan_observable McDonald_observable
-0.08134395918723916 0.36345065055610115 -12.654328833048321 18.01618015343536 6174.858554707724 95.33985761131164 53 36 36 64.81055549997836 59 True True 2020aeqp 187.34062499999996 31.2545 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 187.34062499999996 31.2545 TNS 2020aeqp ZTF21aaabviz 2020aeqp SNIa 0.06 -0.0333405048246469 0.6604050143835032 0.11315748727551878 0.2766452072352976 0.6604050143835032 1.1310056690934758 3.7416304884106015 3.7416304884106015 61.068925011567764 61.068925011567764 59219.44252309995 59215.48893520003 17.651793178962336 17.651793178962336 17.80088531076318 2.3593204626951145 2.2718827862680135 3.6116965367453413 187.3396299759485 31.2550319425429 0.006933622842240861 18.35923307428211 18.925856387503742 18.5271579969275 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.2718827862680135 3.6116965367453413 187.3396299759485 31.2550319425429 0.006933622842240861 18.35923307428211 18.925856387503742 18.5271579969275 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 3.953587899915874 3.6116965367453413 2.2718827862680135 0.3986983905762429 1.5897371812382182 1.2740632085414063 0.7262726861643181 False 0.06 Inputed -19.35461567043462 -19.503707802235464 """""" """""" """"""
-0.14623535386209105 0.22703744524765196 -7.833448642258774 16.906451493407353 3134.158775701872 279.47095724538804 19 11 11 74.79237270029262 71 True False 2019uoo 129.69025 -14.680188888888889 SNIa 0.014223 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 129.69025 -14.680188888888889 TNS 2019uoo ZTF19acmxidf 2019uoo SNIa 0.014223 0.9962688258524679 1.3559129589046037 1.081690980878463 1.170047262610943 1.3559129589046037 1.5545958848717483 19.27284767242442 19.27284767242442 55.5195250278682 55.5195250278682 58806.49163189996 58789.52406249987 16.426230903847287 17.4705473368916 16.426230903847287 0.7245828323148746 5.472237011122555 7.90230103574263 129.69241596 -14.68084335 0.0008215310615915516 13.326567854452133 14.31113773636818 13.634079711937904 0.8899999999999999 """""" """""" """""" """""" 0 False True all False False 0 5.472237011122555 7.90230103574263 129.69241596 -14.68084335 0.0008215310615915516 13.326567854452133 14.31113773636818 13.634079711937904 0.8899999999999999 False False 0.3 0.7 1.5 0.02 8 3 16.967569400090724 7.90230103574263 5.472237011122555 0.6770580244302753 1.4440714135153259 -3.1594096005234196 -2.792151191909383 False 0.014223 Inputed -17.579262086572047 -16.534945653527735 """""" """""" """"""
-0.08905236038675568 0.17810856570137198 -10.510171193215971 17.473349606311253 5305.660424746353 194.2863830365222 55 31 31 65.01519670011476 56 True True 2019ult 359.69995791666 14.742038999999 SNII 0.0274 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 359.69995791666 14.742038999999 TNS 2019ult ZTF19acrcxri 2019ult SNII 0.0274 0.06699786834954224 0.3944683117027594 0.14246885720464775 0.22209190717183702 0.3944683117027594 0.5855468657544733 17.932008539318495 17.932008539318495 47.08318816079626 47.08318816079626 58806.17762729991 58797.11013890011 16.819167239031568 16.819167239031568 16.90738055828204 13.399674607426048 2.2425985634706374 2.878395258586236 359.7006770198035 14.74164446034225 0.0016508395487146998 16.69179420337558 16.923787481422423 16.777584631445407 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.2425985634706374 2.878395258586236 359.7006770198035 14.74164446034225 0.0016508395487146998 16.69179420337558 16.923787481422423 16.777584631445407 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.067488399799913 2.878395258586236 2.2425985634706374 0.1462028499770156 1.2835089192831917 0.10462024239085466 -0.129795926836632 False 0.0274 Inputed -18.5291602393204 -18.617373558570872 """""" """""" """"""
-0.20015186629026302 0.20354814294631765 -3.9089966591055703 18.56705693960003 4985.542202784882 115.99056552662637 40 22 22 46.018761599902064 44 True True 2019wwk 17.216874999999995 19.32441111111111 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 17.216874999999995 19.32441111111111 TNS 2019wwk ZTF19acykqyr 2019wwk SNIa 0.06 0.1280321881848998 0.7434573517128484 0.26249295054684296 0.4093092551866455 0.7434573517128484 1.1381218680698026 11.069864444274769 11.069864444274769 34.94889715562729 34.94889715562729 58838.12849539984 58831.102858799975 18.214942203813937 18.214942203813937 18.262627524135755 2.0494064495496813 0.6732699784916689 10.426809666309072 17.21653657391195 19.327289786821147 0.08140599404186433 20.08805362530351 22.24116010030508 20.862443791205884 0.4166666666666667 """""" """""" """""" """""" 0 False True all False False 0 0.6732699784916689 10.426809666309072 17.21653657391195 19.327289786821147 0.08140599404186433 20.08805362530351 22.24116010030508 20.862443791205884 0.4166666666666667 False False 0.3 0.7 1.5 0.02 8 3 7.025636599864811 0.0 0.0 0.0 0.0 5.4250577961860635 5.007372475864244 True 0.06 Inputed -18.892873457062045 -18.940558777383863 """""" """""" """"""
-0.17265806834252645 0.2991232036293193 -2.5004804665836295 17.73505883931414 5553.318477514599 252.39533987800746 43 29 29 72.87736110016704 37 True True 2020ddo 235.28045833333329 22.129172222222223 SNIa 0.04218 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 235.28045833333329 22.129172222222223 TNS 2020ddo ZTF20aapcmur 2020ddo SNIa 0.04218 -0.05522776625002379 0.16860728700546446 -0.0027517653251400986 0.051998303799344114 0.16860728700546446 0.29518962117693803 12.474229345528137 12.474229345528137 60.4031317546389 60.4031317546389 58906.52379629994 58898.53920139978 17.372409173648983 17.372409173648983 17.390457120545353 2.2342284093412488 2.1943451599766335 12.837094028109528 235.2824284543745 22.1261087811693 0.0034847486513137627 15.216877137590647 16.326495928690434 15.565706519031526 0.9800000000000001 """""" """""" """""" """""" 2 False True all False False 0 0.7 5.331412724161596 235.281642724095 22.1301669525433 0.17614485975218253 22.873335604515077 24.9760350180006 23.00566517130375 0.5 False False 0.3 0.7 1.5 0.02 8 3 7.984594900161028 12.837094028109528 2.1943451599766335 0.7607894096589085 5.850079678552587 -1.0459132449585482 -1.824750601513827 False 0.04218 Inputed -18.99072172855952 -19.00876967545589 """""" """""" """"""
-0.027892922560689305 0.47347661530446505 -11.816329032853229 18.701028765335497 4863.390607394094 248.25010905565134 172 110 110 74.85530090006068 49 True True 2019nzy 350.72805416666 21.038536388888 SNII 0.036 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 350.72805416666 21.038536388888 TNS 2019nzy ZTF19abqgtqo 2019nzy SNII 0.036 0.18691865194563917 0.458698871743465 0.2507565819310642 0.31727615421657873 0.458698871743465 0.6118946622883179 41.80255094723559 41.80255094723559 33.052749952825096 33.052749952825096 58740.17356480006 58713.35907409992 18.402758519599242 18.696034744594638 18.402758519599242 0.3340997672754922 3.3021208079494353 7.894680350583423 350.7292272196065 21.036636289503647 0.008717359806171054 17.153928737854955 17.59112424753666 17.369821894021037 0.9400000000000001 """""" """""" """""" """""" 3 False True all False False 0 0.8905955492808103 1.7271244841852926 350.7284428539665 21.03822244766425 0.01138429210948566 21.25181581772089 21.301911641235353 21.20953959040642 0.31666666666666665 False False 0.3 0.7 1.5 0.02 8 3 26.814490700140595 7.894680350583423 3.3021208079494353 0.22130235351562177 2.390790891592453 -1.104910497057979 -1.0329366255782055 False 0.036 Inputed -17.631149165939327 -17.33787294094393 """""" """""" """"""
-0.18738853171793401 0.16270189764076914 -9.976723330585942 18.357655524649267 4358.433597333884 143.2837753217044 102 63 63 66.89542830036953 48 True False 2021lvk 263.39965 72.96904166666667 SNIa 0.040978 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 263.39965 72.96904166666667 TNS 2021lvk ZTF21abaakwd 2021lvk SNIa 0.040978 0.4056325882407137 0.9752673402229206 0.5338464325639123 0.6711754710195059 0.9752673402229206 1.3224642963894695 15.820994020587868 15.820994020587868 51.07443427978166 51.07443427978166 59357.454097200185 59341.346597199794 17.808166048877904 18.204976484018825 17.808166048877904 1.9645328058751346 4.9569000224703785 9.564230101383362 263.40793656 72.97012244 0.0013939794301385255 13.969512316906453 14.955731006360054 14.332573790097237 0.97 """""" """""" """""" """""" 0 False True all False False 0 4.9569000224703785 9.564230101383362 263.40793656 72.97012244 0.0013939794301385255 13.969512316906453 14.955731006360054 14.332573790097237 0.97 False False 0.3 0.7 1.5 0.02 8 3 16.107500000391155 9.564230101383362 4.9569000224703785 0.6231572162628165 1.9294781129389857 -3.2492454776587714 -3.475592258780667 False 0.040978 Inputed -18.509605333784247 -18.112794898643326 """""" """""" """"""
-0.019298178088486592 0.39825750186186293 -11.486714260375777 18.846712061038676 4509.99754668586 278.430926944862 80 60 60 73.05435190023854 42 True True 2019ppi 133.89750375 49.160304972222 SNII 0.052 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 133.89750375 49.160304972222 TNS 2019ppi ZTF19abxvtmn 2019ppi SNII 0.052 0.2980606158698862 0.5554745568742945 0.3589907020169747 0.4221608693693 0.5554745568742945 0.698529721491763 51.2195964309005 51.2195964309005 21.83475546933804 21.83475546933804 58748.492291700095 58733.49289349979 18.70029387683739 18.99897296877645 18.70029387683739 0.3700664356701036 1.0597415347940178 4.652786507198368 133.895531820192 49.1603916288286 0.012092311353420038 19.428521675578356 19.84570126449704 19.673595906699894 0.9899999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.0597415347940178 4.652786507198368 133.895531820192 49.1603916288286 0.012092311353420038 19.428521675578356 19.84570126449704 19.673595906699894 0.9899999999999999 False False 0.3 0.7 1.5 0.02 8 3 14.999398200307041 4.652786507198368 1.0597415347940178 0.17210535779714675 4.3904917892104045 0.8467282957205917 0.9733020298625057 False 0.052 Inputed -18.140432799997487 -17.841753708058427 """""" """""" """"""
-0.16196627238243538 0.20280865227342246 -6.1868581247844725 18.33486799012541 5014.513341717337 71.43863301027561 28 18 18 36.98282410018146 38 True True 2019gsh 220.10279208333 9.5017 SNIa 0.053 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 220.10279208333 9.5017 TNS 2019gsh ZTF19aawgfnn 2019gsh SNIa 0.053 0.20002105179615626 1.3704275459929427 0.4355651366320039 0.7063301429933304 1.3704275459929427 2.2323706472103098 12.707672531517918 12.707672531517918 24.275151568663542 24.275151568663542 58644.255243100226 58635.21148149995 17.954048469230205 18.098771444406815 17.954048469230205 2.4856201082013176 2.7365070737024078 1.4399312805192412 220.1024251392495 9.501529688775895 0.0010832985317817956 15.978918529174328 17.001585848652127 16.349844051355124 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.7365070737024078 1.4399312805192412 220.1024251392495 9.501529688775895 0.0010832985317817956 15.978918529174328 17.001585848652127 16.349844051355124 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 9.043761600274593 1.4399312805192412 2.7365070737024078 0.651741797297003 0.5261931512462928 -1.0971855957546879 -1.6042044178750814 False 0.053 Inputed -18.928549604904344 -18.783826629727734 """""" """""" """"""
-0.10544737003292341 0.6049999432949715 -3.822288425014065 18.973844523450772 5759.809857463311 103.56562272223782 83 28 28 40.95568280015141 65 True True 2020dfp 175.10569166666662 59.57506666666667 SNIa 0.11 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 175.10569166666662 59.57506666666667 TNS 2020dfp ZTF20aaosuzy 2020dfp SNIa 0.11 -0.06749138709567859 0.5432288929064129 0.06306157447660254 0.20763248458168704 0.5432288929064129 0.9490249250269542 18.7964674765872 18.7964674765872 22.159215323564208 22.159215323564208 58913.30525460001 58895.4521643999 18.728291026796956 18.728291026796956 18.901275759780887 0.8212874521322432 1.0876021740344153 2.1441395312539377 175.104648817731 59.57479129039185 0.004075198051226581 19.3478389996624 20.131355031231642 19.642164665536882 0.9666666666666667 """""" """""" """""" """""" 1 False True all False False 0 1.1863726545713225 1.8465677943604952 175.104886002731 59.57475579539185 0.004199459309276121 19.428881923066378 20.150285096369984 19.735126031702162 0.9833333333333333 False False 0.3 0.7 1.5 0.02 8 3 17.853090200107545 2.1441395312539377 1.0876021740344153 0.4891903656947605 1.9714373347566425 1.403064004434686 0.7408889057559946 False 0.11 Inputed -19.5938840226488 -19.766868755632732 """""" """""" """"""
-0.03964005986878105 0.33956430458360637 -37.951779270846004 18.889419161769673 5676.119417613339 261.39435093409844 49 31 31 71.90967589989305 40 True True 2019bmj 220.29168416666 39.072403888888 SNII 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 220.29168416666 39.072403888888 TNS 2019bmj ZTF19aalsnbp 2019bmj SNII 0.05 0.10109736959659799 0.3436399798597769 0.15819580168635383 0.2176062570941717 0.3436399798597769 0.4797732215726924 -10.704294180696529 -10.704294180696529 82.61397008058958 82.61397008058958 58547.41379630007 58547.41379630007 18.528853941459 18.528853941459 18.683251177913682 3.962587738281483 0.9989521513514787 1.2523314698640704 220.2920885401855 39.07255374948025 0.0029029444941199856 19.581752381001415 19.699607580404283 19.90359554391414 0.975 """""" """""" """""" """""" 0 False True all False False 0 0.9989521513514787 1.2523314698640704 220.2920885401855 39.07255374948025 0.0029029444941199856 19.581752381001415 19.699607580404283 19.90359554391414 0.975 False False 0.3 0.7 1.5 0.02 8 3 0.0 1.2523314698640704 0.9989521513514787 -0.20398796350985648 1.2536451001880278 1.170753638945282 1.2203443660004574 False 0.05 Inputed -18.071287453261593 -18.225684689716275 """""" """""" """"""
-0.13287618242063037 0.33025702288062364 -6.909286200288852 19.524563170371916 5679.50944868302 114.04566978595258 72 48 48 48.85689810011536 49 True True 2020jjk 244.22802916666663 52.09364722222222 SNIa 0.131 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 244.22802916666663 52.09364722222222 TNS 2020jjk ZTF20aayxkqy 2020jjk SNIa 0.131 -0.01809811549025042 0.5474829718285434 0.10473132183272682 0.23938041671039656 0.5474829718285434 0.9135532922149707 16.388141892188003 16.388141892188003 32.468756207927356 32.468756207927356 58986.38739580009 58971.42768519977 19.164220537904264 19.164220537904264 19.241331506254184 0.33162383973267484 1.5918487640753634 2.345081444808605 244.2275453752195 52.094226871661846 0.00893272097269382 19.704252284637093 20.23420009983301 19.931911245085 0.96 """""" """""" """""" """""" 0 False True all False False 0 1.5918487640753634 2.345081444808605 244.2275453752195 52.094226871661846 0.00893272097269382 19.704252284637093 20.23420009983301 19.931911245085 0.96 False False 0.3 0.7 1.5 0.02 8 3 14.95971060032025 2.345081444808605 1.5918487640753634 0.30228885474801004 1.473181056977333 1.069979561928747 0.6905797388308166 False 0.131 Inputed -19.64220836510226 -19.71931933345218 """""" """""" """"""
-0.17235188742077795 0.10619486729942165 -8.84302977175114 18.1908097651256 5544.843369856416 104.94301488047762 86 47 47 72.78825230011716 35 True True 2020dgc 228.47904166666663 52.72298055555556 SNIa 0.052328 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 228.47904166666663 52.72298055555556 TNS 2020dgc ZTF20aaqpxtm 2020dgc SNIa 0.052328 0.04727169399796338 0.7028726089356034 0.18819797566917984 0.34368940106553225 0.7028726089356034 1.1348817731712657 18.046159595919065 18.046159595919065 54.7420927041981 54.7420927041981 58917.3874189998 58903.5092823999 17.40989783544496 17.40989783544496 17.67034895269512 2.4707676763451016 4.110275024019888 5.9801348536473 228.479760839493 52.7213775343835 0.004258847609323824 16.24100644757837 16.952548839882017 16.494655073155165 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.110275024019888 5.9801348536473 228.479760839493 52.7213775343835 0.004258847609323824 16.24100644757837 16.952548839882017 16.494655073155165 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.878136599902064 5.9801348536473 4.110275024019888 0.4578937667268512 1.454923288271516 -0.45734899556294195 -1.1756938795399563 False 0.052328 Inputed -19.18419870222292 -19.44464981947308 """""" """""" """"""
-0.08419028081499416 0.4179773581271434 -4.2789783309415474 18.41183601562226 6003.935785359876 158.01653676354738 29 17 17 69.70598379988223 37 True True 2019bly 144.86771541666 22.1620775 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 144.86771541666 22.1620775 TNS 2019bly ZTF19aadnmgf 2019bly SNIa 0.08 -0.1315502304340157 0.2213603191809348 -0.052063997673592155 0.033056904411012056 0.2213603191809348 0.43578787252020845 16.95739628410029 16.95739628410029 52.74858751578194 52.74858751578194 58513.380613400135 58502.50562500022 17.99783435058597 17.99783435058597 18.2613315604643 3.133459345207238 0.4303677639355567 0.22197610928535977 144.86765086983002 22.1620623826947 0.0008740710592083367 20.568523777235747 21.264705812802315 20.956693712211845 0.7250000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.4303677639355567 0.22197610928535977 144.86765086983002 22.1620623826947 0.0008740710592083367 20.568523777235747 21.264705812802315 20.956693712211845 0.7250000000000001 False False 0.3 0.7 1.5 0.02 8 3 10.874988399911672 0.22197610928535977 0.4303677639355567 0.3080121005904708 0.5157823793665887 3.266871462216347 2.6953621517475455 False 0.08 Inputed -19.52860246160708 -19.79209967148541 """""" """""" """"""
-0.03801954471055707 0.3725281587734531 -8.531676747748453 19.577054450727367 5871.728119489584 199.96355032918981 25 6 6 14.08853009995073 26 True False 2020abtz 6.1800749999999995 -23.352794444444445 SNIa 0.13 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 6.1800749999999995 -23.352794444444445 TNS 2020abtz ZTF20acwgayz 2020abtz SNIa 0.13 -0.08466759299622595 0.19734013740021794 -0.019690571981502814 0.04887386100666902 0.19734013740021794 0.36192586228769486 28.460945964581366 28.460945964581366 -14.372415864630636 -14.372415864630636 59199.12614580011 59188.10549770016 19.127347599315595 19.41250616036191 19.127347599315595 2.1381100049000628 0.7203399569273127 17.48416562923013 6.18312355 -23.35676364 0.6493099178111671 22.047428236344455 24.020921859633923 23.11324715088606 0.4166666666666667 """""" """""" """""" """""" 1 False True all False False 0 0.7 16.885988549641397 6.17646953 -23.3561178 0.8253219417209359 22.81 22.501815983498098 26.44402335779667 0.55 False False 0.3 0.7 1.5 0.02 8 3 11.02064809994772 0.0 0.0 0.0 0.0 4.22749383963809 4.142652400684405 True 0.13 Inputed -19.7391356565068 -19.453977095460484 """""" """""" """"""
-0.1864696461864569 0.19263091076154737 -5.282399572253453 18.18522925606551 5221.914727904121 199.71664273785458 46 32 32 73.8358796001412 46 True False 2021wcj 38.05378333333333 14.953791666666666 SNIa 0.046084 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 38.05378333333333 14.953791666666666 TNS 2021wcj ZTF21abtxqza 2021wcj SNIa 0.046084 0.05035283177667438 0.36417197094630893 0.12281920081253972 0.1991754619275916 0.36417197094630893 0.546632388023319 14.535280756005816 14.535280756005816 59.30059884413538 59.30059884413538 59449.42898150021 59438.443726900034 17.621086751234554 17.621086751234554 17.756218401795067 1.5851855041754448 4.02114787108813 23.502902457713418 38.05812617 14.94878991 0.006672630508988919 14.4818149869442 15.383663869667053 14.804670142173768 0.99 """""" """""" """""" """""" 4 False True all False False 0 0.9340749250066882 14.74994196558035 38.05351923 14.95788092 0.689685104551482 22.62829038887024 23.64 23.27 0.7 False False 0.3 0.7 1.5 0.02 8 3 10.98525460017845 23.502902457713418 4.02114787108813 0.5789937274932857 5.84482421715904 -2.2374228815675004 -2.9515482596212994 False 0.046084 Inputed -18.819206452025742 -18.954338102586256 """""" """""" """"""
-0.06529968252118187 0.18656411074004098 -20.677592304801305 17.302751203619255 4959.964206039097 181.26851107758912 80 45 45 72.94734949991107 92 True True 2021bxo 121.00245833333331 10.009319444444445 SNIIn 0.0339 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 121.00245833333331 10.009319444444445 TNS 2021bxo ZTF21aagnqnz 2021bxo SNIIn 0.0339 0.26135315675908544 0.6635376367297958 0.35375741108818204 0.4514349944563918 0.6635376367297958 0.8996433562250132 34.96615836519891 34.96615836519891 37.98119113471216 37.98119113471216 59278.18687500013 59248.255046300124 16.949879016628486 17.117251826677002 16.949879016628486 3.3551267606347634 3.0437589117634474 9.736746677146419 120.9997482322365 10.00975805627035 0.001136604525475704 14.179745595034957 15.040173187681436 14.474794921561479 0.9949999999999999 """""" """""" """""" """""" 5 True True all False False 0 1.2454074185951778 2.121904970057009 121.00266903233 10.0098711334475 0.00022918525964077396 15.37625163500011 16.558368063560724 15.528233286530972 0.12 False False 0.3 0.7 1.5 0.02 8 3 29.931828700006008 9.736746677146419 3.0437589117634474 0.5653782661199571 3.1989217804064807 -2.077078638995566 -2.4750840950670074 False 0.0339 Inputed -18.952398651967815 -18.7850258419193 """""" """""" """"""
-0.12182912356844729 0.17714217802331322 -8.349152405755984 18.021884929994588 5502.285395430586 70.55061547523778 17 13 13 49.03065970027819 125 True True 2019eid 302.93329208333 7.872981 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 302.93329208333 7.872981 TNS 2019eid ZTF19aassqix 2019eid SNIa 0.05 0.10733917347336686 1.2282138323202716 0.3316543665154299 0.5904701275444246 1.2282138323202716 2.0600862581597106 19.839573905430328 19.839573905430328 29.191085794847865 29.191085794847865 58607.42329860013 58593.44137729984 17.59527280518765 17.59527280518765 17.672454611213343 2.2770593309486515 3.265083403356613 1.63601197456311 302.933688333473 7.87275197043052 0.0013252933353007368 15.78755610098362 16.314024956083298 15.994797635622025 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.265083403356613 1.63601197456311 302.933688333473 7.87275197043052 0.0013252933353007368 15.78755610098362 16.314024956083298 15.994797635622025 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.981921300292015 1.63601197456311 3.265083403356613 0.3192273204612732 0.5010628435651096 -1.2812478491043535 -1.6776569755913187 False 0.05 Inputed -19.082084019961933 -19.159265825987625 """""" """""" """"""
-0.10413129518515205 0.4063176321465475 -4.804072956295299 18.77184780038309 5842.385137844318 106.29905151697164 11 11 11 33.94451390020549 33 True False 2019kgw 329.95415749999 -27.151214 SNIa 0.0915 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 329.95415749999 -27.151214 TNS 2019kgw ZTF19abdjsss 2019kgw SNIa 0.0915 -0.07509797692014075 0.5131281288951328 0.05111935161464487 0.19055606989726215 0.5131281288951328 0.9015076479572457 6.846205583088356 6.846205583088356 27.098308317117137 27.098308317117137 58670.435902799945 58667.43451389996 18.41741871268122 18.41741871268122 18.562073367072117 1.2866815796634574 1.2463941429516274 0.9840866248281691 329.95423275 -27.15094897 0.000785664914333517 17.523384797364475 18.23461108019352 17.808492793285847 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.2463941429516274 0.9840866248281691 329.95423275 -27.15094897 0.000785664914333517 17.523384797364475 18.23461108019352 17.808492793285847 0.99 False False 0.3 0.7 1.5 0.02 8 3 3.0013888999819756 0.9840866248281691 1.2463941429516274 0.4261182869076734 0.7895468944500339 -0.18280763248769816 -0.7535805737862695 False 0.0915 Inputed -19.52489716853528 -19.669551822926177 """""" """""" """"""
-0.20036890653517633 0.20899637433038595 -9.19504458357304 17.265075520278813 7081.372871506639 130.23541331853286 115 78 78 71.83185179997236 90 True True 2021lug 259.59639999999996 -0.3876333333333334 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 259.59639999999996 -0.3876333333333334 TNS 2021lug ZTF21aazeugz 2021lug SNIa 0.04 -0.2694101967304867 0.11779972437025776 -0.18450204594924458 -0.09199493883090426 0.11779972437025776 0.36412095939226674 12.573257160880821 12.573257160880821 59.258594639091534 59.258594639091534 59353.355798599776 59339.40027779993 16.401811735044937 16.401811735044937 16.801267889784114 2.0717772476671 1.0639333996814966 38.38666969246237 259.599378595041 -0.3978718481454055 0.3895123393837424 18.99142769859314 19.337612672576903 19.17072301215172 0.6599999999999999 """""" """""" """""" """""" 30 False True all False False 0 0.7693052334486056 2.5304865650592445 259.59569991892 -0.3875701233292475 0.007610855851788556 20.253447602205277 20.87164750623703 20.51882826163292 0.011111111111111112 False False 0.3 0.7 1.5 0.02 8 3 13.955520799849182 0.0 0.0 0.0 0.0 7.238188264955063 6.4687321102158855 True 0.04 Inputed -19.463536997697304 -19.86299315243648 """""" """""" """"""
-0.1296494878279495 0.5305503312979629 -3.0614627315414507 17.78139749040973 5544.622865737618 129.71578610090899 24 13 13 26.012199100106955 65 True True 2020mnr 181.39136249999999 26.585816666666666 SNIa 0.04923 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 181.39136249999999 26.585816666666666 TNS 2020mnr ZTF20abeyvwv 2020mnr SNIa 0.04923 -0.03527931582506483 0.44441068514496607 0.07063064192290724 0.18551197567516198 0.44441068514496607 0.7462128383054285 13.841974862533 13.841974862533 12.170224237573954 12.170224237573954 59026.2181712999 59014.20361110009 17.605005278077666 17.605005278077666 17.754330756716897 0.5973075259828101 3.1293422628129774 9.49638185381463 181.38841287725802 26.58578958629075 0.001588280268562725 14.645689465501905 15.766740067373515 15.01216775881052 0.975 """""" """""" """""" """""" 2 False True all False False 0 0.7 7.942214444745548 181.393094731132 26.5873875239088 0.2396697298459486 22.327762910295725 22.78241347634077 22.57560534595728 0.85 False False 0.3 0.7 1.5 0.02 8 3 12.01456019980833 9.49638185381463 3.1293422628129774 0.7545723085629952 3.034625507942457 -1.8382652107041508 -2.7421629979063766 False 0.04923 Inputed -18.966112452993862 -19.115437931633092 """""" """""" """"""
-0.17347084123793807 0.2652550172973853 -8.324005868156492 19.08041866479878 5857.439257005536 222.63131294543797 38 16 16 35.89362269965932 56 True True 2020xuw 356.66129583333327 -3.9100527777777776 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 356.66129583333327 -3.9100527777777776 TNS 2020xuw ZTF20aclxbwk 2020xuw SNIa 0.07 -0.08825347549110418 0.1614995612493786 -0.030232787717036302 0.030663920531569744 0.1614995612493786 0.30510894902492325 12.333329794550991 12.333329794550991 23.560292905108327 23.560292905108327 59156.22150459979 59143.214236100204 18.58443336302136 18.58443336302136 18.700779451792773 1.1914065278473107 2.9580762697466647 4.312899978725842 356.66026963408547 -3.90943061893085 0.002349393281989909 16.320804287910462 17.365040937063696 16.736498489898445 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 3.252815774411324 356.660578721049 -3.90950090694353 0.5656783938605094 25.958801743979453 21.390718947854044 25.7990522753191 0.5 False False 0.3 0.7 1.5 0.02 8 3 13.007268499583006 4.312899978725842 2.9580762697466647 0.6285424471652519 1.458008376198903 -1.2193924259576647 -1.9642809618943282 False 0.07 Inputed -18.794386499798023 -18.910732588569434 """""" """""" """"""
-0.1703951699540494 0.3465025011382391 -4.991518532243219 18.82144775434955 5874.892843547885 177.41587273669273 32 16 16 34.01371529977769 55 True False 2021kre 206.22012916666662 -7.1170833333333325 SNIa 0.07692 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 206.22012916666662 -7.1170833333333325 TNS 2021kre ZTF21aaxtdrs 2021kre SNIa 0.07692 -0.10356628084139174 0.2136061397871245 -0.031267877959063384 0.04555664895944034 0.2136061397871245 0.40229825682371256 7.3514525210920825 7.3514525210920825 26.662262778685605 26.662262778685605 59340.33594910009 59334.21302080015 18.410291354144597 18.410291354144597 18.552223943028142 0.7499617870528966 2.491778506213501 9.340874229027849 206.21786692 -7.11838457 0.0021254254491546165 15.217967683851718 16.438549005246163 15.56173393150568 0.95 """""" """""" """""" """""" 1 False True all False False 0 1.7892482047724643 4.399541478691133 206.21983337 -7.11589701 0.00723129739222772 18.475858534538744 21.98513225634098 21.583821645498276 1.0 False False 0.3 0.7 1.5 0.02 8 3 6.1229282999411225 9.340874229027849 2.491778506213501 0.8768150737404827 3.7486775833949273 -1.9717423488984345 -2.9904900115224624 False 0.07692 Inputed -19.150988486114414 -19.29292107499796 """""" """""" """"""
-0.15849549467268526 0.26880589614945255 -13.06865206974951 18.52888170757895 5358.554192491136 83.59716492409282 33 18 18 30.92243060003966 48 True True 2021gdr 252.15602916666668 36.14854444444445 SNIa 0.052228 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 252.15602916666668 36.14854444444445 TNS 2021gdr ZTF21aaplooj 2021gdr SNIa 0.052228 0.20530224728396718 1.1672545512367023 0.40517062994447883 0.630416679381522 1.1672545512367023 1.8394872630625088 1.2624212531163224 1.2624212531163224 29.66000934692334 29.66000934692334 59297.42601849977 59291.38392359996 18.198776400895635 18.2716644813845 18.198776400895635 2.9178124636757388 2.147144653065141 1.0246425505524581 252.1563462867575 36.148420196573255 0.0004092617422032374 15.351029802999495 16.149760533040762 15.64924765520096 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.147144653065141 1.0246425505524581 252.1563462867575 36.148420196573255 0.0004092617422032374 15.351029802999495 16.149760533040762 15.64924765520096 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 6.042094899807125 1.0246425505524581 2.147144653065141 0.5005128778398031 0.4772117002409395 -2.121903948343739 -2.5495287456946762 False 0.052228 Inputed -18.651566645684444 -18.578678565195577 """""" """""" """"""
-0.20135490437570977 0.19645020333864224 -4.222740380151987 18.386970607687168 5047.7632244184815 145.79043334849632 21 18 18 60.918449100106955 45 True False 2020hsk 214.8110083333333 -11.454922222222221 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 214.8110083333333 -11.454922222222221 TNS 2020hsk ZTF20aavhqvo 2020hsk SNIa 0.07 0.10270350482555202 0.5665888373033496 0.20683666352435992 0.31858431222483574 0.5665888373033496 0.8503151141828766 10.820802059357433 10.820802059357433 50.09764704074952 50.09764704074952 58963.27509259991 58956.313530100044 18.060401534826113 18.060401534826113 18.163468407595563 3.42645803014457 1.5955484810335008 1.2833743052618722 214.81135883 -11.45482691 0.0017256792055370118 17.902801780748366 18.54298485736847 18.1510398260355 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.5955484810335008 1.2833743052618722 214.81135883 -11.45482691 0.0017256792055370118 17.902801780748366 18.54298485736847 18.1510398260355 1.0 False False 0.3 0.7 1.5 0.02 8 3 6.961562499869615 1.2833743052618722 1.5955484810335008 0.39194503133296976 0.8043467939191539 0.48258332254235725 -0.012428581560062213 False 0.07 Inputed -19.331697543995233 -19.434764416764683 """""" """""" """"""
-0.12427220728920665 0.33198987685907994 -8.9145851861955 19.048841972453587 5816.671615465901 93.23680612754134 181 131 131 48.048587900120765 52 True True 2019lme 267.37145791666 58.569381 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 267.37145791666 58.569381 TNS 2019lme ZTF18aarwxum 2019lme SNIa 0.09 -0.0030867231863318523 0.7264385187262121 0.1505420383000846 0.3222808085998743 0.7264385187262121 1.2237499666206766 16.02680059404301 16.02680059404301 32.021787306077755 32.021787306077755 58695.30912039988 58679.240601900034 18.61797088169653 18.61797088169653 18.712627640630277 0.4689862319625362 1.772032937251291 0.44889531811893024 267.37126359154604 58.5694536625489 0.002356393565453141 18.21340635255337 18.787546731669902 18.457355780097245 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.772032937251291 0.44889531811893024 267.37126359154604 58.5694536625489 0.002356393565453141 18.21340635255337 18.787546731669902 18.457355780097245 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 16.068518499843776 0.44889531811893024 1.772032937251291 0.3301909515726571 0.2533222203054754 0.1695758499733735 -0.25527186053303197 False 0.09 Inputed -19.33775700454896 -19.432413763482707 """""" """""" """"""
-0.08287114205831347 0.39871139938718314 -31.396707311166978 17.99250904532057 5990.604067258377 199.46799713401919 44 44 44 56.98885409999639 97 True False 2020skm 78.22261666666665 9.330444444444444 SNIa 0.066 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 78.22261666666665 9.330444444444444 TNS 2020skm ZTF20abxyadt 2020skm SNIa 0.066 0.04139757249438247 0.3535912766945657 0.1134714379208468 0.18942602304839085 0.3535912766945657 0.5351818154986887 -15.326733304569935 -15.326733304569935 72.31558740456632 72.31558740456632 59097.42133100005 59092.447106500156 17.912739775566603 17.912739775566603 17.984701516491654 1.8938495690885562 1.1584327930494858 0.04161131276470683 78.22260498 9.33044366 0.0019442308844269673 19.099419321155548 19.70726213769913 19.215681991767884 0.5599999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.1584327930494858 0.04161131276470683 78.22260498 9.33044366 0.0019442308844269673 19.099419321155548 19.70726213769913 19.215681991767884 0.5599999999999999 False False 0.3 0.7 1.5 0.02 8 3 4.974224499892443 0.04161131276470683 1.1584327930494858 0.49158014593124477 0.035920351197213804 1.7945223621325255 1.2309804752762297 False 0.066 Inputed -19.380736360136936 -19.452698101061987 """""" """""" """"""
-0.25259305452020436 0.12055099928412452 -4.430419432715118 18.359808736583002 5000.496275319758 78.54754275237899 45 27 27 57.8516203998588 60 True True 2021yr 128.54735833333334 55.81174444444444 SNIa 0.046118 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 128.54735833333334 55.81174444444444 TNS 2021yr ZTF21aacxung 2021yr SNIa 0.046118 0.15772212389177298 1.1672370994190544 0.3647082577401548 0.5999365742740608 1.1672370994190544 1.8879699096628997 12.963327429816157 12.963327429816157 44.88829297004264 44.88829297004264 59232.388159700204 59223.37026620004 17.806746496901802 17.806746496901802 17.911120716068567 3.3899411432726354 3.6235445914716373 20.18109339890287 128.54972144583752 55.8171907898174 0.0036375975490470225 14.06854401070714 15.245860407338142 14.472239040949344 0.97 """""" """""" """""" """""" 7 False True all False False 0 0.7 1.1105458962540196 128.546822573037 55.8116771314201 0.04728201677487054 24.013665865869523 24.795452890663146 22.86035898633957 0.5 False False 0.3 0.7 1.5 0.02 8 3 9.017893500160426 20.18109339890287 3.6235445914716373 0.7736213663887987 5.569434262352125 -2.5608860895636596 -3.438881675119223 False 0.046118 Inputed -18.665923198853356 -18.77029741802012 """""" """""" """"""
-0.14616151062361268 0.28702758031541 -4.217130886617553 17.441989781734883 5591.9775498390045 113.11280100472808 53 39 39 67.97159720025957 188 True False 2020mbf 305.8863333333333 19.7111 SNIa 0.04735 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 305.8863333333333 19.7111 TNS 2020mbf ZTF20abeglzu 2020mbf SNIa 0.04735 -0.028437599968427207 0.5381686586244143 0.09443511207806665 0.22925823421589442 0.5381686586244143 0.9057847744447258 10.338239191825195 10.338239191825195 57.63335800843437 57.63335800843437 59016.36256940011 59010.34690969996 16.904867474458623 16.904867474458623 17.092984761652275 5.615024814322783 3.864662825717163 2.0223226117836552 305.88678959 19.71073795 0.0008691398660367611 14.781266605043411 16.37481125459671 15.295227707576752 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.864662825717163 2.0223226117836552 305.88678959 19.71073795 0.0008691398660367611 14.781266605043411 16.37481125459671 15.295227707576752 1.0 False False 0.3 0.7 1.5 0.02 8 3 6.015659700147808 2.0223226117836552 3.864662825717163 1.0795835470199595 0.5232856533631428 -0.5300562198619119 -1.7977570540755234 False 0.04735 Inputed -19.541942614605595 -19.730059901799248 """""" """""" """"""
-0.30761948953011825 0.13441192639398422 -5.085382639107989 18.56718449302942 5533.103477700584 70.76432669777701 30 22 22 44.99824080010876 49 True True 2021xv 241.88670833333333 36.77953611111111 SNIc-BL 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 241.88670833333333 36.77953611111111 TNS 2021xv ZTF21aadatfg 2021xv SNIc-BL 0.05 0.032892298212928495 1.0936657240760042 0.24475706259969598 0.4895607310724053 1.0936657240760042 1.882460594795873 9.468758355228704 9.468758355228704 35.52948244488006 35.52948244488006 59232.546724500135 59224.516377300024 17.909990341772243 17.909990341772243 18.027306353397012 2.472812060116098 1.1904131441727779 0.36161334647274895 241.8868197432015 36.779489988869 0.0016785415418635319 18.804594380621314 19.30537049313307 19.018237258646487 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.1904131441727779 0.36161334647274895 241.8868197432015 36.779489988869 0.0016785415418635319 18.804594380621314 19.30537049313307 19.018237258646487 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.030347200110555 0.36161334647274895 1.1904131441727779 0.287133234486582 0.3037712984293661 1.3953801513608255 0.9909309052494741 False 0.05 Inputed -18.727232277778263 -18.844548289403033 """""" """""" """"""
-0.031042265976807377 0.32287599671620176 -18.98908440996093 18.56936578821075 3968.7531186201363 233.71957620555108 366 14 14 72.80993050010875 67 True True 2018hhr 43.953917083333 1.078481 SNII 0.0168 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 43.953917083333 1.078481 TNS 2018hhr ZTF18acrtwlx 2018hhr SNII 0.0168 0.602504520588294 0.968894362501274 0.6885113036335504 0.7781603373205002 0.968894362501274 1.1757804577672282 17.428583727158426 17.428583727158426 55.38134677295032 55.38134677295032 58450.341030099895 58450.341030099895 18.367833788430314 19.255789832860795 18.367833788430314 0.6108090863705641 8.417112157080002 3.289111715501206 43.95366366262979 1.079358805606705 0.0039262696807987885 14.756840507686139 16.28431762901783 15.167074827394487 0.99 """""" """""" """""" """""" 0 False True all False False 0 8.417112157080002 3.289111715501206 43.95366366262979 1.079358805606705 0.0039262696807987885 14.756840507686139 16.28431762901783 15.167074827394487 0.99 False False 0.3 0.7 1.5 0.02 8 3 0.0 3.289111715501206 8.417112157080002 1.1172428016233447 0.39076486734640814 -2.971472203842964 -3.2007589610358274 False 0.0168 Inputed -16.000686125533573 -15.112730081103093 """""" """""" """"""
-0.19716317025061642 0.20749295486865324 -8.561445676568594 18.602782985917045 6164.943548563046 142.2609460547933 118 86 86 68.8216551002115 27 True True 2020qrm 21.915316666666666 17.657519444444443 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 21.915316666666666 17.657519444444443 TNS 2020qrm ZTF20abpvolc 2020qrm SNIa 0.07 -0.12346873338220021 0.27739712521978177 -0.03419424800322446 0.06210777695982728 0.27739712521978177 0.5257916540561425 14.389704830723458 14.389704830723458 54.43195026948804 54.43195026948804 59075.41812499985 59060.44340279978 17.906040449617908 17.906040449617908 18.128703039000865 1.2945309187044558 1.563306442652449 0.09879141442273548 21.9153416020365 17.65750571486345 0.002129823253415597 18.429710972025397 18.839110176620483 18.6221542060709 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.563306442652449 0.09879141442273548 21.9153416020365 17.65750571486345 0.002129823253415597 18.429710972025397 18.839110176620483 18.6221542060709 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.974722200073302 0.09879141442273548 1.563306442652449 0.21695597054958426 0.06319388939197161 0.9330697270025752 0.49345116707003456 False 0.07 Inputed -19.36646291258993 -19.589125501972887 """""" """""" """"""
-0.1703660509984318 0.3123200020237156 -8.414187376576454 18.459036815792594 4216.0441794010085 232.69835257760494 23 11 11 29.84923609998077 42 True False 2019ubh 75.77214166666666 7.862238888888888 SNIa 0.037 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 75.77214166666666 7.862238888888888 TNS 2019ubh ZTF19acjerzj 2019ubh SNIa 0.037 0.4051811667761811 0.7374523165448394 0.483057543434537 0.5643173342725589 0.7374523165448394 0.9255672812595961 10.409138143663304 10.409138143663304 19.440097956317466 19.440097956317466 58793.474710599985 58781.4821295999 18.13545395619828 18.492039660026656 18.13545395619828 2.0618082955284014 3.680956982168534 1.008499978405831 75.77221742 7.86250879 0.0024935187561246908 16.360237961101532 17.784371498298643 16.62023886728287 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.680956982168534 1.008499978405831 75.77221742 7.86250879 0.0024935187561246908 16.360237961101532 17.784371498298643 16.62023886728287 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.99258100008592 1.008499978405831 3.680956982168534 1.1641326310157751 0.27397765942151847 -0.7076681617280123 -1.5152150889154115 False 0.037 Inputed -17.958479243052835 -17.60189353922446 """""" """""" """"""
-0.12123659569664855 0.35667413051505303 -12.602396132329172 18.76629741921322 4522.375886655727 115.37630659779529 31 22 22 35.898692099843174 32 True True 2019wyw 141.02921666666666 2.3686166666666666 SNIa 0.089 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 141.02921666666666 2.3686166666666666 TNS 2019wyw ZTF19aczjsqn 2019wyw SNIa 0.089 0.41038425032277104 1.1441839008370671 0.5713863208023753 0.7466651217557612 1.1441839008370671 1.6121333293361673 14.884785480414745 14.884785480414745 21.01390661942843 21.01390661942843 58849.42659719987 58830.442893499974 18.518124070608415 18.749454672449197 18.518124070608415 1.3506853165940798 1.4158254528242844 1.4246018832618466 141.0295142775285 2.3688777711807303 0.0004684469409497183 16.40082918121934 17.601314158022404 16.76340296224594 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.4158254528242844 1.4246018832618466 141.0295142775285 2.3688777711807303 0.0004684469409497183 16.40082918121934 17.601314158022404 16.76340296224594 1.0 False False 0.3 0.7 1.5 0.02 8 3 18.98370369989425 1.4246018832618466 1.4158254528242844 0.8379111957764636 1.0061988082076465 -1.1481405144267924 -1.7547211083624745 False 0.089 Inputed -19.50753460779857 -19.276204005957787 """""" """""" """"""
-0.12416275064630033 0.3038086837172351 -27.319467009586432 17.630829130413137 5500.681277357068 204.10390868190854 18 18 18 62.0161226997152 42 True True 2019yvw 234.6069583333333 13.505069444444445 SNIa 0.055 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 234.6069583333333 13.505069444444445 TNS 2019yvw ZTF20aadccda 2019yvw SNIa 0.055 0.13074849861441606 0.4549883627675797 0.20583461101884737 0.2848034585919912 0.4549883627675797 0.6425658459419985 -17.72434206782033 -17.72434206782033 79.74046476753553 79.74046476753553 58852.52532410016 58852.52532410016 17.75584184798156 17.75584184798156 17.847524922656618 3.4641741954739684 0.83237578528472 0.2274713532657909 234.606956984234 13.5051326173131 0.0026042218133750517 20.330579611576795 20.66845708963871 20.54331294946909 0.805 """""" """""" """""" """""" 0 False True all False False 0 0.83237578528472 0.2274713532657909 234.606956984234 13.5051326173131 0.0026042218133750517 20.330579611576795 20.66845708963871 20.54331294946909 0.805 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.2274713532657909 0.83237578528472 0.1251441401696205 0.2732796379798371 2.91261524165715 2.6957880268124725 False 0.055 Inputed -19.116520984028302 -19.20820405870336 """""" """""" """"""
-0.12699384739567726 0.30966800836435243 -7.215140595668778 18.122019527461287 6140.674517399331 98.01834424121655 44 44 44 58.876018499955535 37 True False 2020sha 75.208525 -13.106491666666667 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 75.208525 -13.106491666666667 TNS 2020sha ZTF20abxyfye 2020sha SNIa 0.06 -0.10203700935243631 0.5328094496057965 0.03231165872866981 0.182047034127784 0.5328094496057965 0.9616290325999017 12.015853660023096 12.015853660023096 46.86016483993244 46.86016483993244 59102.49597219983 59092.49577549985 17.327613512275654 17.327613512275654 17.81600580584733 2.109781731580347 3.091031280021121 4.5035829188016 75.20747229 -13.10720845 0.0025095794733018817 16.292633938241003 17.005836233329774 16.564829633903503 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.091031280021121 4.5035829188016 75.20747229 -13.10720845 0.0025095794733018817 16.292633938241003 17.005836233329774 16.564829633903503 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.000196699984372 4.5035829188016 3.091031280021121 0.4410065994262702 1.4569839353973884 -0.3217772789458806 -1.2511761719438255 False 0.06 Inputed -19.33949517535047 -19.827887468922146 """""" """""" """"""
-0.011347528055814113 0.453135704697284 -7.482346865182943 17.18048025036201 5175.908888186426 170.97559784844748 247 130 130 74.98322909977287 44 True True 2019nvm 261.41111458333 59.44674 SNII 0.01815 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 261.41111458333 59.44674 TNS 2019nvm ZTF19abqhobb 2019nvm SNII 0.01815 0.08774086318229024 0.47099637696793195 0.17512669270654868 0.2679629686865823 0.47099637696793195 0.6989898239699102 69.35884511099647 69.35884511099647 5.624383988776394 5.624383988776394 58721.26936340006 58714.184652800206 16.894751762003246 17.066443647055422 16.894751762003246 6.281245874223537 4.63432591407789 2.276467794835699 261.40987064359547 59.44674337649235 0.002714409245660132 15.813252913873791 16.2632314983356 15.939439720647336 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.63432591407789 2.276467794835699 261.40987064359547 59.44674337649235 0.002714409245660132 15.813252913873791 16.2632314983356 15.939439720647336 1.0 False False 0.3 0.7 1.5 0.02 8 3 7.0847105998545885 2.276467794835699 4.63432591407789 0.32379177768826395 0.4912187526389491 -0.8032121487198225 -0.95531204135591 False 0.01815 Inputed -17.642353845578423 -17.470661960526247 """""" """""" """"""
-0.10292477410831982 0.4024855330515468 -9.314178185029828 18.999258667696502 5917.2028499084045 129.38984756629895 32 20 20 33.01078699994832 32 True True 2021btl 232.62534583333328 30.98077222222222 SNIa 0.105047 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 232.62534583333328 30.98077222222222 TNS 2021btl ZTF21aagyvtq 2021btl SNIa 0.105047 -0.05702807654560971 0.4158602936437106 0.04728669409464459 0.16050389139419252 0.4158602936437106 0.7138108171500797 1.5674700201719869 1.5674700201719869 31.443316979776334 31.443316979776334 59251.53815970011 59249.49885419989 18.73126271323499 18.73126271323499 18.802991537524115 0.7560292520671985 3.143446183224651 1.9376279016204123 232.624718152971 30.9807823055979 0.0012743018129480754 15.796507599843142 16.935482069823742 16.147165915193558 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.143446183224651 1.9376279016204123 232.624718152971 30.9807823055979 0.0012743018129480754 15.796507599843142 16.935482069823742 16.147165915193558 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 2.0393055002205074 1.9376279016204123 3.143446183224651 0.7883161546301842 0.6164024413590341 -1.7957806434112484 -2.655825622330557 False 0.105047 Inputed -19.589931221437457 -19.66166004572658 """""" """""" """"""
-0.15139451972684498 0.28650177585601155 -6.213792551005401 18.77000597908969 6219.835065404714 246.1950774396038 44 22 22 43.89905099989846 43 True False 2020zbk 9.047916666666666 -23.65996388888889 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 9.047916666666666 -23.65996388888889 TNS 2020zbk ZTF20acpkqhq 2020zbk SNIa 0.09 -0.17572002490846117 0.031299190334280524 -0.12735747382592422 -0.07678268479933337 0.031299190334280524 0.1491300398810047 14.003753531916711 14.003753531916711 29.895297467981752 29.895297467981752 59170.18981479993 59158.22891200008 18.240399808275154 18.240399808275154 18.394420385271584 0.9903339455030378 1.3957724046549103 1.2776017064407887 9.04758781 -23.66015155 0.004530294260840173 19.473972545287012 20.48373637946248 19.797038288760184 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.3957724046549103 1.2776017064407887 9.04758781 -23.66015155 0.004530294260840173 19.473972545287012 20.48373637946248 19.797038288760184 0.99 False False 0.3 0.7 1.5 0.02 8 3 11.960902799852192 1.2776017064407887 1.3957724046549103 0.686698090702297 0.9153366997226615 2.243336571187328 1.4026179034886006 False 0.09 Inputed -19.655964259907652 -19.809984836904082 """""" """""" """"""
-0.04065679862550074 0.3533113966957563 -9.77361538198106 18.62646794839884 3347.987133141336 262.31127671180616 38 38 38 47.97597229992971 92 True True 2020toc 127.12558333333332 17.46904722222222 SNII 0.02106 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 127.12558333333332 17.46904722222222 TNS 2020toc ZTF20abyosmd 2020toc SNII 0.02106 0.8665602097755674 1.231404461382418 0.9528903717333606 1.0424071378284623 1.231404461382418 1.4343967246061347 21.81009679130509 21.81009679130509 26.16587550862462 26.16587550862462 59128.52409720002 59122.53033560002 18.35079671447811 19.222701019247733 18.35079671447811 0.4845612065835854 7.465957791867487 13.802923695504694 127.129106161529 17.4672009865009 0.0018425766090848228 13.31196446393609 14.367667530264855 13.577690138087272 1.0 """""" """""" """""" """""" 7 False True all False False 0 2.839931568936522 1.3535093430926133 127.125292147913 17.4687938278488 0.002260443957133873 16.86545976790309 17.044963855056764 16.89162042540908 0.8611111111111112 False False 0.3 0.7 1.5 0.02 8 3 5.993761599995196 13.802923695504694 7.465957791867487 0.7899773921775832 1.848781372771747 -4.855033488982878 -4.773106576390839 False 0.02106 Inputed -16.51082358993792 -15.6389192851683 """""" """""" """"""
-0.12889152581007654 0.37198214411676744 -10.560565580754439 18.760333407551844 4983.237037555338 176.09725653329008 16 7 7 21.02077540010214 33 True False 2020coy 188.02546666666666 -8.130525 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 188.02546666666666 -8.130525 TNS 2020coy ZTF20aansmlm 2020coy SNIa 0.07 0.16845018337771478 0.5601263746056517 0.2581060584683357 0.3531102192224296 0.5601263746056517 0.79155358639483 2.1963296795867056 2.1963296795867056 18.824445720515435 18.824445720515435 58899.43962959992 58894.35515049985 18.578818276607123 18.65266795900169 18.578818276607123 7.738136528966281 1.2923973663897128 4.860041271894269 188.02495084 -8.12927529 0.0009581208161763 15.890148006379604 17.073393240761757 16.310170843851566 0.72 """""" """""" """""" """""" 0 False True all False False 0 1.2923973663897128 4.860041271894269 188.02495084 -8.12927529 0.0009581208161763 15.890148006379604 17.073393240761757 16.310170843851566 0.72 False False 0.3 0.7 1.5 0.02 8 3 5.084479100070894 4.860041271894269 1.2923973663897128 0.7632223969101908 3.760485279748519 -1.5792747182399332 -2.2686474327555572 False 0.07 Inputed -18.916347674983673 -18.842497992589106 """""" """""" """"""
-0.07276389932383791 0.3654483745339414 -19.046493284458087 19.290279448589498 6641.1792048527905 273.4771743706135 55 39 39 59.9499999997206 42 True True 2020mbq 235.063686507 25.0013555056 TDE 0.093 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 235.063686507 25.0013555056 TNS 2020mbq ZTF20abefeab 2020mbq TDE 0.093 -0.2000392609138899 -0.019564689535865654 -0.15760840877582183 -0.11342126263043895 -0.019564689535865654 0.08196497712449613 16.725552814403542 16.725552814403542 43.22444718531706 43.22444718531706 59031.18981479993 59009.25196760008 18.653818383340614 18.653818383340614 18.871753506454723 1.1441395626207713 0.8497488158759573 0.08012811359438331 235.0636934550945 25.00133415712645 0.0011975196549141032 19.274294258474114 20.349060181126596 19.60613244836092 0.8150000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.8497488158759573 0.08012811359438331 235.0636934550945 25.00133415712645 0.0011975196549141032 19.274294258474114 20.349060181126596 19.60613244836092 0.8150000000000001 False False 0.3 0.7 1.5 0.02 8 3 21.937847199849784 0.08012811359438331 0.8497488158759573 0.7429277327656756 0.09429623448405025 1.6952417977859824 0.734378941906197 False 0.093 Inputed -19.251216621453878 -19.469151744567988 """""" """""" """"""
-0.028175657994498435 0.7964964873703662 -11.320053087510999 18.61421819788822 8944.103740636483 491.96980347979184 39 29 29 73.8819560999982 89 True False 2020jgl 142.24344166666666 -14.805522222222223 SNIa 0.006758 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 142.24344166666666 -14.805522222222223 TNS 2020jgl ZTF20acogywb 2020jgl SNIa 0.006758 -0.5230646639122654 -0.4581755734244517 -0.507435273965708 -0.49141607608836324 -0.4581755734244517 -0.42327714186528453 -3.2351189951749966 -3.2351189951749966 77.1170750951732 77.1170750951732 59152.506736100186 59152.497303199954 17.831133982490165 17.831133982490165 18.76356851501408 4.889073488432576 5.579613432007181 15.216158932053837 142.24726503 -14.80757202 0.00283084563601943 14.074510279512406 19.030184238672256 18.557650580978393 1.0 """""" """""" """""" """""" 6 False True all False False 0 1.4947040507998084 3.7404380456133404 142.2434525 -14.80656118 0.004611068065617063 18.327360542821886 18.763259582328796 18.33745207448006 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.009432900231331587 15.216158932053837 5.579613432007181 0.47253365769386235 2.727099129263522 1.1990502561820904 -0.2059179340356856 False 0.006758 Inputed -13.621846511816559 -14.554281044340472 """""" """""" """"""
-0.20417617818019584 0.27997635850109703 -4.434431374050497 17.08823121460701 5550.64325962347 73.93235355209322 39 17 17 40.958877299912274 103 True True 2020qrz 259.11312499999997 43.342761111111116 SNIa 0.02638 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 259.11312499999997 43.342761111111116 TNS 2020qrz ZTF20abqbzuv 2020qrz SNIa 0.02638 0.012127429075487584 0.9996324256882012 0.2111104438570912 0.4397833754864493 0.9996324256882012 1.7233121160088913 10.801146446816787 10.801146446816787 30.157730853095487 30.157730853095487 59074.21815969981 59065.21763890004 16.691554853705703 16.691554853705703 16.805417478165698 6.396807339697796 3.6425247173438966 1.8388339807955194 259.1138233379685 43.3428155908951 0.0003106183265095819 13.588440294618607 14.754748561612368 13.971439970259667 0.9049999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.6425247173438966 1.8388339807955194 259.1138233379685 43.3428155908951 0.0003106183265095819 13.588440294618607 14.754748561612368 13.971439970259667 0.9049999999999999 False False 0.3 0.7 1.5 0.02 8 3 9.000520799774677 1.8388339807955194 3.6425247173438966 0.7833085913527018 0.5048240227553993 -1.936806292093335 -2.833977507906031 False 0.02638 Inputed -18.54819151794373 -18.662054142403726 """""" """""" """"""
-0.1769495419555483 0.19639738412228172 -6.861261187021862 16.765797910519524 5309.875529685879 130.1191149504596 47 32 32 69.85207180026919 72 True True 2020czo 165.29709166666666 12.474772222222223 SNIa 0.0267 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 165.29709166666666 12.474772222222223 TNS 2020czo ZTF20aaowuim 2020czo SNIa 0.0267 0.06391930076622998 0.5785873831823451 0.17786930550936475 0.3012438058497402 0.5785873831823451 0.9010068018061297 16.397795189378996 16.397795189378996 53.45427661089019 53.45427661089019 58912.41666670004 58898.355798599776 16.314917285268404 16.323362317090016 16.314917285268404 4.2625618393144284 3.3557030299512687 0.17694796968100487 165.297135222032 12.4747475769842 0.00025739877523378585 13.637313075928688 15.555527247963548 14.11943747675836 0.885 """""" """""" """""" """""" 0 False True all False False 0 3.3557030299512687 0.17694796968100487 165.297135222032 12.4747475769842 0.00025739877523378585 13.637313075928688 15.555527247963548 14.11943747675836 0.885 False False 0.3 0.7 1.5 0.02 8 3 14.060868100263178 0.17694796968100487 3.3557030299512687 1.4360897712051877 0.05273052117593806 -0.7678350691264679 -2.1954798085100435 False 0.0267 Inputed -19.065047683540502 -19.05660265171889 """""" """""" """"""
-0.08218924525589522 0.4437997064477318 -3.046895832432935 17.929788159645604 5553.634189264294 109.85743111597567 40 20 20 46.995324099902064 34 True False 2021mw 70.31570416666666 2.866502777777778 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 70.31570416666666 2.866502777777778 TNS 2021mw ZTF21aaaawur 2021mw SNIa 0.06 -0.03196715942599582 0.5531113341690528 0.09436623222800122 0.23336854125637885 0.5531113341690528 0.9354789511505288 10.895282739445708 10.895282739445708 36.10004136045635 36.10004136045635 59219.2057523001 59215.1478587999 17.54816727818793 17.54816727818793 17.763630319383893 1.3192050982617651 0.9768219186225633 12.244703029197266 70.31905456 2.86589301 0.3002417386529056 21.543815378332138 23.035842777442934 22.498362175559997 0.95 """""" """""" """""" """""" 3 False True all False False 0 0.38151870575478447 5.223746583171012 70.31441294 2.86583763 0.0017419984505741004 16.78749370560646 17.06101962137222 16.834703879165648 0.0 False False 0.3 0.7 1.5 0.02 8 3 4.057893500197679 0.0 0.0 0.0 0.0 6.091832721812072 5.506369680616107 True 0.06 Inputed -19.391870661813908 -19.60733370300987 """""" """""" """"""
-0.15263943065278351 0.24041695084848108 -25.227123578322292 16.42739391637805 5436.215439894979 197.21149968157303 24 21 21 73.9491782002151 42 True False 2019giq 352.92424083333 -13.25098116666 SNIa 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 352.92424083333 -13.25098116666 TNS 2019giq ZTF19aazdiwq 2019giq SNIa 0.03 0.13952526239481955 0.4783024366047499 0.21777777323617897 0.3002133408294654 0.4783024366047499 0.6752061111432361 -15.888903685244486 -15.888903685244486 89.83808188545959 89.83808188545959 58646.44129629992 58646.44129629992 16.494985315632064 16.494985315632064 16.873959789986046 11.51673403282445 1.0707723813926493 0.702656184325604 352.92404381 -13.25094487 0.0023732474515489876 19.435091144627332 20.02512361960411 19.598731620693208 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.0707723813926493 0.702656184325604 352.92404381 -13.25094487 0.0023732474515489876 19.435091144627332 20.02512361960411 19.598731620693208 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.702656184325604 1.0707723813926493 0.4263919989109013 0.6562143332570154 3.530138303972045 2.7247718307071622 False 0.03 Inputed -18.760837663639283 -19.139812137993264 """""" """""" """"""
-0.08239589545226267 0.3779898047963675 -23.3543137404973 18.84468529016357 4004.008242145914 322.18199419365106 36 29 29 68.82831020001322 45 True True 2019wmr 146.51478916666 33.528261722222 SNII 0.038 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 146.51478916666 33.528261722222 TNS 2019wmr ZTF18aacemcn 2019wmr SNII 0.038 0.5681484807032149 0.8234825527084695 0.629126096652989 0.6919764583667032 0.8234825527084695 0.9630558197188286 -3.47127610704165 -3.47127610704165 72.29958630705487 72.29958630705487 58838.50902780006 58830.43347219983 18.562124986265196 19.446315380985247 18.562124986265196 2.872323609092479 1.3634888434592602 0.5656967434031558 146.5149401080175 33.5283558497554 0.0010884077286406058 17.851353033795952 18.167578482524156 17.947292237003445 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.3634888434592602 0.5656967434031558 146.5149401080175 33.5283558497554 0.0010884077286406058 17.851353033795952 18.167578482524156 17.947292237003445 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.075555600225925 0.5656967434031558 1.3634888434592602 0.22028624552071108 0.41488916181224206 -1.2787368984610907 -0.6148327492617511 False 0.038 Inputed -17.590245664628398 -16.706055269908347 """""" """""" """"""
-0.13672707836001158 0.38392762737783315 -3.3578587037203422 18.711173504348416 5611.873753944941 109.52881223734101 26 15 15 34.044999999925494 69 True False 2019lxd 262.84862499999 19.9664 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 262.84862499999 19.9664 TNS 2019lxd ZTF19abitljz 2019lxd SNIa 0.08 -0.041851259995819845 0.5408277021249432 0.08387075656181864 0.22226687369520448 0.5408277021249432 0.9220753171333946 11.639210187516149 11.639210187516149 22.405789812409346 22.405789812409346 58699.186203700025 58691.19068290014 18.420405710789307 18.420405710789307 18.448269319378202 0.6689953055710463 0.7517206280321178 1.9460773301909224 262.8487481 19.96587195 0.006115366906011999 20.453799855673314 20.3638122685194 19.806548283982277 1.0 """""" """""" """""" """""" 0 False True all False False 0 0.7517206280321178 1.9460773301909224 262.8487481 19.96587195 0.006115366906011999 20.453799855673314 20.3638122685194 19.806548283982277 1.0 False False 0.3 0.7 1.5 0.02 8 3 7.995520799886435 1.9460773301909224 0.7517206280321178 0.5572639845371228 2.588830554358254 1.9434065577300927 1.3582789646040752 False 0.08 Inputed -19.341664702693176 -19.36952831128207 """""" """""" """"""
-0.12969659085147928 0.2835288739538254 -15.657564134056406 18.830332930478914 4985.521242493806 123.41368183390938 34 30 30 30.89140050020069 47 True True 2020hha 235.98334166666666 34.41778055555555 SNIa 0.0732 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 235.98334166666666 34.41778055555555 TNS 2020hha ZTF20aauwhyi 2020hha SNIa 0.0732 0.2738757741716107 0.9013850305822722 0.41246632240078185 0.5627326926425233 0.9013850305822722 1.2966716287954085 -4.918832629525456 -4.918832629525456 35.81023312972614 35.81023312972614 58955.41605320014 58954.39570599981 18.694535477366774 18.694535477366774 18.702915882558223 1.1924130779184083 0.897745837465378 1.868920999979709 235.9828578742545 34.41811256762695 0.00038025083518200553 16.656301230697036 17.538203198479415 16.741341654945614 0.835 """""" """""" """""" """""" 0 False True all False False 0 0.897745837465378 1.868920999979709 235.9828578742545 34.41811256762695 0.00038025083518200553 16.656301230697036 17.538203198479415 16.741341654945614 0.835 False False 0.3 0.7 1.5 0.02 8 3 1.0203472003340721 1.868920999979709 0.897745837465378 0.7968615435338009 2.0817929997383975 -1.1563322788873585 -1.9615742276126085 False 0.0732 Inputed -18.890867175908458 -18.899247581099907 """""" """""" """"""
-0.17202064611590023 0.24294545321116567 -4.960557099332533 18.18800412817749 5768.71924053737 86.2411631160077 82 46 46 52.94128470029682 58 True True 2021ls 34.95201666666666 28.460863888888888 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 34.95201666666666 28.460863888888888 TNS 2021ls ZTF21aabhxxj 2021ls SNIa 0.05 -0.04277259534737965 0.736878942216773 0.11891316118724404 0.301427064160265 0.736878942216773 1.2816974197626045 15.225049053762593 15.225049053762593 37.71623564653423 37.71623564653423 59230.16138890013 59218.20106479991 17.70513969669511 17.70513969669511 17.802017466817624 1.0400380252686354 2.577948040591833 4.747497198196481 34.953409605600754 28.46135325603075 0.0006196295286680087 14.680516543564796 15.727347286863328 15.03271362245798 0.6600000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.577948040591833 4.747497198196481 34.953409605600754 28.46135325603075 0.0006196295286680087 14.680516543564796 15.727347286863328 15.03271362245798 0.6600000000000001 False False 0.3 0.7 1.5 0.02 8 3 11.960324100218713 4.747497198196481 2.577948040591833 0.6946336644053481 1.8415798625276298 -1.9777924098317818 -2.7693038443596443 False 0.05 Inputed -18.952521164357652 -19.049398934480166 """""" """""" """"""
-0.029317345291364056 0.552902779380466 -16.064644010895755 16.787619925881955 5220.603461969416 316.00578332838177 248 113 113 73.97738429997116 69 True True 2021loi 15.165104166666666 39.70841111111111 AGN 0.083 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 15.165104166666666 39.70841111111111 TNS 2021loi ZTF20aanxcpf 2021loi AGN 0.083 0.08553433296421531 0.281230558338617 0.13207825545726237 0.18018324320515688 0.281230558338617 0.38899371464577115 62.05283251835225 62.05283251835225 11.92455178161892 11.92455178161892 59399.39233799977 59341.48723379988 16.70537347575002 16.7433589837991 16.70537347575002 0.5409135392610456 0.7994253301826995 0.1472413124666844 15.16505238623795 39.70842038549405 0.000182525619871865 16.950484041264055 17.735180496163366 17.362170832262038 0.58 """""" """""" """""" """""" 0 False True all False False 0 0.7994253301826995 0.1472413124666844 15.16505238623795 39.70842038549405 0.000182525619871865 16.950484041264055 17.735180496163366 17.362170832262038 0.58 False False 0.3 0.7 1.5 0.02 8 3 57.90510419989005 0.1472413124666844 0.7994253301826995 0.3730096639013283 0.18418394677716066 0.9918215123642646 0.6567973565120191 False 0.083 Inputed -21.16592000438832 -21.127934496339236 """""" """""" """"""
-0.1465278050954448 0.1815726932894414 -7.442639808959674 17.382905953820273 6012.945426648317 65.59956905080915 53 33 33 47.013842599932104 56 True True 2020zvy 330.2565416666666 -1.1513305555555555 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 330.2565416666666 -1.1513305555555555 TNS 2020zvy ZTF20acpjcoe 2020zvy SNIa 0.04 -0.023668775564800626 1.100821644995861 0.19644532318762842 0.45401047686264207 1.100821644995861 1.9632333520281549 19.20062386829577 19.20062386829577 27.813218731636333 27.813218731636333 59179.12775459979 59164.12800930021 16.82745125499881 16.82745125499881 16.923700750484254 3.3726014318778486 0.9386324138370865 0.2740408222407125 330.2565045196055 -1.15126410797902 0.00180059179366443 19.524780976994037 20.20450151614666 19.727134032058714 0.93 """""" """""" """""" """""" 0 False True all False False 0 0.9386324138370865 0.2740408222407125 330.2565045196055 -1.15126410797902 0.00180059179366443 19.524780976994037 20.20450151614666 19.727134032058714 0.93 False False 0.3 0.7 1.5 0.02 8 3 14.999745299573988 0.2740408222407125 0.9386324138370865 0.4773674840879458 0.291957552499648 3.3770502611478506 2.80343328157446 False 0.04 Inputed -19.341104136997163 -19.43735363248261 """""" """""" """"""
-0.1747020686791238 0.23174967450842604 -8.84632477406795 17.283529948314197 6131.579219844695 161.54264896711922 62 41 41 74.884444499854 177 True True 2021wyd 278.57437916666663 18.189466666666668 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 278.57437916666663 18.189466666666668 TNS 2021wyd ZTF21abvfacx 2021wyd SNIa 0.04 -0.12346029514878865 0.2231389734576581 -0.04520271340197368 0.03846874465673622 0.2231389734576581 0.43282594993399215 13.619733644688186 13.619733644688186 61.264710855165816 61.264710855165816 59466.32386570005 59452.22689810023 16.616341006425365 16.616341006425365 16.863060294079894 3.7309982512722155 4.231282422015754 15.427198071916152 278.5783830399555 18.1914403345917 0.004359048823703304 14.827575630197526 15.739547459621429 15.08391521364212 0.9949999999999999 """""" """""" """""" """""" 6 False True all False False 0 0.760577429227787 12.508111937201232 278.5727562225425 18.18635304294665 0.11375894896337146 20.07504813733101 21.13449431175232 20.301746377773284 0.044444444444444446 False False 0.3 0.7 1.5 0.02 8 3 14.096967599820346 15.427198071916152 4.231282422015754 0.6556322459793087 3.645986377947029 -0.8767935468039365 -1.7791450804377735 False 0.04 Inputed -19.401744593401524 -19.648463881056053 """""" """""" """"""
-0.13988835749310935 0.478837500391103 -4.297263591313142 18.06855722824527 5680.0701615632815 159.8683770680428 44 22 22 27.05923609994352 50 True True 2021lma 160.38385416666665 52.65101666666666 SNIa 0.064376 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 160.38385416666665 52.65101666666666 TNS 2021lma ZTF21aayyxum 2021lma SNIa 0.064376 -0.062458842953759586 0.30668519359130997 0.020920513318490208 0.11004574331760608 0.30668519359130997 0.5298906409653412 13.978673738993308 13.978673738993308 13.08056236095021 13.08056236095021 59353.21245370014 59340.200671299826 17.846014055552114 17.846014055552114 17.973333934592194 0.5530993106462915 2.683189571544087 2.152301088787338 160.3832575788835 52.650540806504196 0.0035564725415019316 17.488578006159663 18.232865521810652 17.74539107022941 0.975 """""" """""" """""" """""" 0 False True all False False 0 2.683189571544087 2.152301088787338 160.3832575788835 52.650540806504196 0.0035564725415019316 17.488578006159663 18.232865521810652 17.74539107022941 0.975 False False 0.3 0.7 1.5 0.02 8 3 13.01178240031004 2.152301088787338 2.683189571544087 0.48747445158124236 0.8021427600990412 0.3868514662585376 -0.22794286436278455 False 0.064376 Inputed -19.337203801949006 -19.464523680989085 """""" """""" """"""
-0.17587770232564054 0.29827760712345247 -6.153306022604353 18.759652165926365 5872.067880383212 165.98240580523773 69 43 43 52.884097300004214 44 True True 2020tzb 28.999295833333328 -2.345377777777778 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 28.999295833333328 -2.345377777777778 TNS 2020tzb ZTF20accsfkt 2020tzb SNIa 0.08 -0.09179181112714474 0.2535252928466001 -0.013554194377594087 0.06990905482820864 0.2535252928466001 0.4611830627581561 13.770869139115959 13.770869139115959 39.113228160888255 39.113228160888255 59127.40046299994 59114.35453699995 18.20353096202135 18.20353096202135 18.43909079026427 0.7329381750307483 2.0318776396207863 1.233441294496632 28.99896057928385 -2.345449772154905 0.0030103748545011744 18.080991025799513 18.721537646706103 18.32957708829522 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.0318776396207863 1.233441294496632 28.99896057928385 -2.345449772154905 0.0030103748545011744 18.080991025799513 18.721537646706103 18.32957708829522 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.045925999991596 1.233441294496632 2.0318776396207863 0.39196055841088295 0.6070450653351507 0.5180066846847531 -0.10951370196904975 False 0.08 Inputed -19.350843231807108 -19.586403060050028 """""" """""" """"""
-0.13721647969711173 0.40818678801417463 -4.590642272475031 18.161248826316776 6067.875123574818 167.53089814852848 41 23 23 26.068923599552363 103 True False 2020abog 118.11755833333332 -19.420219444444445 SNIa 0.063 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 118.11755833333332 -19.420219444444445 TNS 2020abog ZTF20acpgjac 2020abog SNIa 0.063 -0.1439381355593241 0.18272213862330489 -0.06995062702647914 0.008994696671479119 0.18272213862330489 0.37925396718583926 7.96063396111267 7.96063396111267 18.108289638439693 18.108289638439693 59158.4774536998 59152.45622690022 17.833641213427555 17.833641213427555 18.106899067265967 0.49572166967353926 2.535267967716283 8.960697607314549 118.12003439 -19.42108112 0.0054989994299355915 16.54465523414612 17.102889278793334 16.818713343048096 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7044267657089148 5.653494415827104 118.11646264 -19.42140198 0.03883798726133969 20.63821234521866 21.546843912887574 22.000887424850465 0.03333333333333333 False False 0.3 0.7 1.5 0.02 8 3 6.0212267995812 8.960697607314549 2.535267967716283 0.2841759357452389 3.5344183421313686 -0.7307519346342204 -1.2881857242178718 False 0.063 Inputed -19.156040740538007 -19.42929859437642 """""" """""" """"""
-0.09797026066890152 0.3813159061575015 -15.365726724855604 18.188716634041597 5485.2348988765125 100.2624581338357 31 25 25 37.93462960002944 37 True False 2019wla 77.342625 80.25906944444445 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 77.342625 80.25906944444445 TNS 2019wla ZTF19acxmiyh 2019wla SNIa 0.05 0.16432390327016577 0.9142892242832552 0.3248889007936171 0.5024748359776758 0.9142892242832552 1.4123823936939282 3.391321361786538 3.391321361786538 34.5433082382429 34.5433082382429 58838.245243099984 58829.3292129999 17.925715363739535 17.973477042234666 17.925715363739535 0.7850319309014429 1.7379859830898836 8.037915491564958 77.35582145 80.2590678 0.008298500865279168 17.514079630804062 18.329566876268387 17.757027555322647 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.8946480502992414 4.035467153055687 77.33657121 80.25952496 0.053947271768436944 21.8115163374424 22.698183992958068 22.150779269123078 0.0 False False 0.3 0.7 1.5 0.02 8 3 8.916030100081116 8.037915491564958 1.7379859830898836 0.5725393209457401 4.624844831760222 0.3560898340337211 -0.16868780841688746 False 0.05 Inputed -18.82882326743574 -18.78106158894061 """""" """""" """"""
-0.06390110943470584 0.464067423755693 -10.88715065637962 18.336532972063523 6235.498046569406 94.12845269935963 41 24 24 46.91268519964069 53 True True 2018clq 257.17642083333 28.520628222222 SNIIP 0.0451 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 257.17642083333 28.520628222222 TNS 2018clq ZTF18aatlfus 2018clq SNIIP 0.0451 -0.06825868831392867 0.6174419540433824 0.07604676954732881 0.23744284854276998 0.6174419540433824 1.0850446604614241 4.1911741845836765 4.1911741845836765 42.72151101505702 42.72151101505702 58252.42300930014 58249.3589583002 18.037363383533556 18.037363383533556 18.19110248872213 3.725749181685206 3.50613595152894 5.7071209542476025 257.175093703904 28.52170223004685 0.0013545708255183753 15.040073381576537 15.839012363915444 15.342850845344067 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.761345870410298 0.7051441869158587 257.176198075942 28.520620592497 0.0027741877529555703 20.41731532933235 20.15795557691574 20.211103672909736 0.3125 False False 0.3 0.7 1.5 0.02 8 3 3.0640509999357164 5.7071209542476025 3.50613595152894 0.4961615185713768 1.627752327104962 -2.198351019618112 -2.848251643378063 False 0.0451 Inputed -18.336944920838455 -18.49068402602703 """""" """""" """"""
-0.20727949186131114 0.3723430459498773 -11.038114608484618 19.495365244644102 6356.662815147671 218.0778361321885 21 11 11 27.88531249994412 37 True True 2021bbv 172.58679166666667 8.9263 SNIbn 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 172.58679166666667 8.9263 TNS 2021bbv ZTF21aagyidr 2021bbv SNIbn 0.07 -0.17150236644909 0.06587196028413089 -0.11652539946431162 -0.05870860685386603 0.06587196028413089 0.20311742377465336 8.696543004297558 8.696543004297558 19.18876949564656 19.18876949564656 59249.42105320003 59234.4526157002 19.24098175897198 19.24098175897198 19.34850244274007 0.42892259341907096 0.8826332136460803 0.7768569413965214 172.586972473571 8.926421090113525 0.004491654280885271 20.68623812548161 21.528132666597365 21.12043996184707 0.8333333333333334 """""" """""" """""" """""" 0 False True all False False 0 0.8826332136460803 0.7768569413965214 172.586972473571 8.926421090113525 0.004491654280885271 20.68623812548161 21.528132666597365 21.12043996184707 0.8333333333333334 False False 0.3 0.7 1.5 0.02 8 3 14.968437499832362 0.7768569413965214 0.8826332136460803 0.4076927047502963 0.8801582915596317 2.287150907625385 1.7719375191069986 False 0.07 Inputed -18.146663508850725 -18.254184192618816 """""" """""" """"""
-0.1722097124220355 0.21720610939440407 -6.983353635216545 18.402853320579048 5804.773765794887 71.08195639526505 65 48 48 41.97355329990387 50 True True 2019ger 172.86864583333 62.169817194444 SNIa 0.0626 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 172.86864583333 62.169817194444 TNS 2019ger ZTF18aarlukc 2019ger SNIa 0.0626 0.003257503505217585 1.035598205697113 0.2094100041066369 0.447657008518874 1.035598205697113 1.8030336824782083 10.852389400628919 10.852389400628919 31.12116389927495 31.12116389927495 58643.19854169991 58634.22936340002 17.88583032505837 17.88583032505837 17.983817687101915 1.9064364974442995 1.822795368041001 0.1257368265107358 172.86862982530351 62.1698513124248 0.000437685346916461 15.94177176687926 17.111538769177795 16.328661658990086 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.822795368041001 0.1257368265107358 172.86862982530351 62.1698513124248 0.000437685346916461 15.94177176687926 17.111538769177795 16.328661658990086 0.99 False False 0.3 0.7 1.5 0.02 8 3 8.969178299885243 0.1257368265107358 1.822795368041001 0.7828771101877088 0.06898022055315403 -0.774291555880577 -1.6551560281118292 False 0.0626 Inputed -19.265092710111663 -19.363080072155206 """""" """""" """"""
-0.12004575776096468 0.27788930180267807 -7.806966889207849 19.237138588357045 5030.909125919303 106.28971800555914 41 26 26 48.878124999813735 38 True True 2021at 116.78577916666666 43.48919166666667 SNIa 0.111 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 116.78577916666666 43.48919166666667 TNS 2021at ZTF21aaafjad 2021at SNIa 0.111 0.1745317410477547 0.8783277437699617 0.326579893245281 0.4937840423148785 0.8783277437699617 1.3386405246252906 12.788610876027501 12.788610876027501 36.08951412378623 36.08951412378623 59226.26578699984 59216.337245400064 18.90142402981392 19.007699220620758 18.90142402981392 0.6871614950421348 1.405241204688051 0.9175985041805956 116.7857133806175 43.48894128664125 0.002596862306992631 18.83952147909045 19.60133993364811 19.125866871522668 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.405241204688051 0.9175985041805956 116.7857133806175 43.48894128664125 0.002596862306992631 18.83952147909045 19.60133993364811 19.125866871522668 0.99 False False 0.3 0.7 1.5 0.02 8 3 9.92854159977287 0.9175985041805956 1.405241204688051 0.4754730621254417 0.6529829193161846 0.5936407130273516 0.22444284170874695 False 0.111 Inputed -19.613826366717372 -19.507551175910535 """""" """""" """"""
-0.17504862502556595 0.2837478413373454 -7.607901580316666 18.044792608617048 6133.3714048788015 152.13052633847337 56 32 32 50.901793899945915 53 True False 2020xcz 288.9194583333333 55.66468333333333 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 288.9194583333333 55.66468333333333 TNS 2020xcz ZTF20acjlkpe 2020xcz SNIa 0.07 -0.129607310751382 0.23955642873724514 -0.04678977036951437 0.042126484388273155 0.23955642873724514 0.4654199950720539 13.51043151530952 13.51043151530952 37.391362384636395 37.391362384636395 59151.13862269977 59137.21640049992 17.493031109876338 17.493031109876338 17.729197701335497 1.7684840110197815 2.28174709311885 0.5258975752201395 288.91961073 55.66480145 0.0005738450350870616 15.691437660074234 16.669851361322404 16.004028174734117 0.6 """""" """""" """""" """""" 0 False True all False False 0 2.28174709311885 0.5258975752201395 288.91961073 55.66480145 0.0005738450350870616 15.691437660074234 16.669851361322404 16.004028174734117 0.6 False False 0.3 0.7 1.5 0.02 8 3 13.922222199849784 0.5258975752201395 2.28174709311885 0.6658231865882875 0.23048022140845864 -0.8231797485539332 -1.7251695266013805 False 0.07 Inputed -19.7659682502553 -20.002134841714458 """""" """""" """"""
-0.14428734597857026 0.39354274636991887 -3.09186943173576 18.843999377676646 6006.817678278662 167.28782834852197 46 24 24 39.90320600010455 54 True True 2020vnr 0.8189708333333333 2.252177777777778 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 0.8189708333333333 2.252177777777778 TNS 2020vnr ZTF20achstwk 2020vnr SNIa 0.09 -0.14250529043064475 0.18510904895165226 -0.06830971945382558 0.01086316415858235 0.18510904895165226 0.38225271531734606 14.320642519485219 14.320642519485219 25.582563480619328 25.582563480619328 59140.27793980017 59129.32868060004 18.479324232269967 18.479324232269967 18.59101230374909 0.7248468954166318 1.0521809314907171 1.5060510464513581 0.8191797785485375 2.251815253365235 0.013619818021222474 21.37841139527321 21.935894069614413 21.427470664355752 0.86 """""" """""" """""" """""" 0 False True all False False 0 1.0521809314907171 1.5060510464513581 0.8191797785485375 2.251815253365235 0.013619818021222474 21.37841139527321 21.935894069614413 21.427470664355752 0.86 False False 0.3 0.7 1.5 0.02 8 3 10.949259200133383 1.5060510464513581 1.0521809314907171 0.5084234052586609 1.4313612814837875 3.4565698373444462 2.836458360606663 False 0.09 Inputed -19.459372341430146 -19.57106041290927 """""" """""" """"""
-0.10715016109907449 0.38201593888481156 -4.117798055829106 18.91140253606327 5592.6057243581945 95.72669673928827 75 35 35 47.84026619978249 37 True True 2020ssk 334.7069833333333 8.777191666666667 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 334.7069833333333 8.777191666666667 TNS 2020ssk ZTF20abyqdyg 2020ssk SNIa 0.1 -0.020965105003263318 0.6759184526420299 0.12635739194915274 0.29064838487341405 0.6759184526420299 1.1478482418228921 15.818129354450669 15.818129354450669 32.02213684533182 32.02213684533182 59107.321053199936 59096.3659144002 18.61632935511182 18.61632935511182 18.659508532874337 1.1095753837825388 1.4793057119803419 2.3258586792271108 334.7075260290045 8.776831461621146 0.004741615677283595 18.998128833167556 19.382719744567872 19.164149477458 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.4793057119803419 2.3258586792271108 334.7075260290045 8.776831461621146 0.004741615677283595 18.998128833167556 19.382719744567872 19.164149477458 0.99 False False 0.3 0.7 1.5 0.02 8 3 10.955138799734414 2.3258586792271108 1.4793057119803419 0.2185702671098717 1.5722637047845176 0.7663903894560526 0.504640944583663 False 0.1 Inputed -19.62423356559659 -19.667412743359108 """""" """""" """"""
-0.13723025676190587 0.4335563485413585 -2.9364774685531843 19.489617354448505 5328.714628692753 154.4922295255609 25 12 12 27.95802089991048 34 True True 2020abbw 142.76415 23.885119444444445 SNIa 0.105 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 142.76415 23.885119444444445 TNS 2020abbw ZTF20actvgjx 2020abbw SNIa 0.105 0.011896779152781534 0.4186194328000852 0.10359156865008146 0.20172255511431558 0.4186194328000852 0.6654165404801233 14.19295288498376 14.19295288498376 13.76506801492672 13.76506801492672 59181.524189800024 59170.484768500086 19.30238800064805 19.30238800064805 19.344237518545793 0.6952635059623253 1.216282555309962 0.7129840644761557 142.7640321261205 23.8849532881654 0.001266690386535707 18.298799043779372 19.327513601151704 18.65172726600766 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.216282555309962 0.7129840644761557 142.7640321261205 23.8849532881654 0.001266690386535707 18.298799043779372 19.327513601151704 18.65172726600766 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 11.039421299938112 0.7129840644761557 1.216282555309962 0.6757863351440427 0.5861993673784592 0.02512560050365309 -0.6925102525381313 False 0.105 Inputed -19.047692532168046 -19.089542050065788 """""" """""" """"""
-0.02826368836148857 0.4754526233549377 -36.67210019055484 17.89676098752731 6938.51415325736 120.72391309528358 66 53 53 70.99797450006008 50 True True 2018dfc 252.03233291666 24.304131 SNII 0.03651 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 252.03233291666 24.304131 TNS 2018dfc ZTF18abeajml 2018dfc SNII 0.03651 0.040656787062332 0.5931165970075618 0.1617565045470002 0.29371741163373954 0.5931165970075618 0.9451997376314409 -2.325412599958767 -2.325412599958767 73.32338710001885 73.32338710001885 58314.24803239992 58306.20675930008 17.563141136074538 17.563141136074538 17.66485237449226 2.321664404613324 4.627178290357531 1.2520405069414429 252.03200885207798 24.304314655417997 0.002014250338062795 15.47745781756401 15.990913568096161 15.639953563508987 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.627178290357531 1.2520405069414429 252.03200885207798 24.304314655417997 0.002014250338062795 15.47745781756401 15.990913568096161 15.639953563508987 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.041273099835962 1.2520405069414429 4.627178290357531 0.3509600045871739 0.2705840208384754 -1.572227567978377 -2.024898810983272 False 0.03651 Inputed -18.399872128170962 -18.501583366588683 """""" """""" """"""
-0.1215815315624173 0.32717068116289083 -15.84407774231612 18.546377101804357 4820.4307308130055 148.09305222999865 51 21 21 17.00300920009613 39 True False 2021bmy 136.93697083333333 -13.3094 SNIa 0.055 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 136.93697083333333 -13.3094 TNS 2021bmy ZTF21aagoeny 2021bmy SNIa 0.055 0.2966709873233562 0.8123341890031384 0.4129797275254319 0.5373978996075195 0.8123341890031384 1.1253318090728293 -4.5909914934392155 -4.5909914934392155 21.594000693535346 21.594000693535346 59250.33597220015 59248.2723842999 18.476274547631395 18.643666432211116 18.476274547631395 2.832430677034637 1.0933848867538665 3.3822084856845622 136.93773265 -13.30882289 0.0006213366987245506 16.142291397571565 17.276813487029077 16.539002729439737 0.8699999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.0933848867538665 3.3822084856845622 136.93773265 -13.30882289 0.0006213366987245506 16.142291397571565 17.276813487029077 16.539002729439737 0.8699999999999999 False False 0.3 0.7 1.5 0.02 8 3 2.06358790025115 3.3822084856845622 1.0933848867538665 0.7378107575893402 3.093337512397806 -1.366852945182039 -1.9372718181916575 False 0.055 Inputed -18.487771359053525 -18.320379474473803 """""" """""" """"""
-0.0640513138230776 0.31579982731797107 -35.92475318754677 17.535851510679244 3285.573437478215 451.46476235500097 42 20 20 73.89314820012078 488 True False 2020obd 37.14964166666666 -10.538547222222222 SNII 0.0194 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 37.14964166666666 -10.538547222222222 TNS 2020obd ZTF20abqdqyh 2020obd SNII 0.0194 1.0065323123608145 1.2243296692471048 1.0592874485288135 1.1131584316373875 1.2243296692471048 1.3402136698979064 -17.92907667179596 -17.92907667179596 91.82222487191675 91.82222487191675 59064.44214119995 59064.44214119995 17.369357465365994 18.42567041549082 17.369357465365994 8.71027817004984 5.088998313487461 4.76255739193922 37.15066023 -10.53768271 0.002033133728755021 15.002651854282618 20.052317313957214 20.668216944003106 0.6666666666666666 """""" """""" """""" """""" 0 False True all False False 0 5.088998313487461 4.76255739193922 37.15066023 -10.53768271 0.002033133728755021 15.002651854282618 20.052317313957214 20.668216944003106 0.6666666666666666 False False 0.3 0.7 1.5 0.02 8 3 0.0 4.76255739193922 5.088998313487461 -0.6158996300458917 0.9358535999740717 1.6266468984663938 3.2988594786371124 False 0.0194 Inputed -17.31306491616913 -16.256751966044302 """""" """""" """"""
-0.08016828137889596 0.17867913683388859 -24.80955418665147 18.706092833047983 4564.942251365474 243.07363320453416 29 19 19 73.8095832997933 54 True True 2019pfd 317.16858166666 -2.837948083333 SNII 0.037079 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 317.16858166666 -2.837948083333 TNS 2019pfd ZTF19abvdbyx 2019pfd SNII 0.037079 0.3812194558856987 0.6939313567009897 0.45470122517227907 0.5312468757866498 0.6939313567009897 0.8701176207285926 13.767940021726488 13.767940021726488 60.041643278066815 60.041643278066815 58744.358645800035 58727.26300929999 18.28610123131583 18.369950480914987 18.28610123131583 3.872358203934788 3.9445549584136974 18.011838181625237 317.1720843053 -2.8343711497443698 0.008709360308644332 15.448878701400757 16.152490088005067 15.63387152257204 1.0 """""" """""" """""" """""" 4 False True all False False 0 0.7 5.130346564680185 317.169578501917 -2.83692844916075 0.3791295692069777 24.152355559358597 22.536965774912833 23.529056809387207 0.0 False False 0.3 0.7 1.5 0.02 8 3 17.095636500045657 18.011838181625237 3.9445549584136974 0.5186185654330266 4.566253575249639 -2.2174603929099206 -2.652229708743789 False 0.037079 Inputed -17.812505178934774 -17.728655929335616 """""" """""" """"""
-0.10375750921868927 0.27790575724199357 -11.020394388251443 18.92513583033574 5970.38461668873 70.0996810491245 69 37 37 50.8294676002115 94 True False 2020ocw 277.89092083333327 31.02511111111111 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 277.89092083333327 31.02511111111111 TNS 2020ocw ZTF20abjwuju 2020ocw SNIa 0.08 0.04586950891102859 1.1296321873931632 0.2619719468714692 0.5119159759678134 1.1296321873931632 1.9378279318881368 21.310032800760915 21.310032800760915 29.519434799450586 29.519434799450586 59050.36224539997 59030.37283559982 18.523850603966224 18.523850603966224 18.61886120590038 0.5588626054407894 1.551554118873548 2.99427535789839 277.8906153 31.02590057 0.006753528797914798 19.1066235912323 19.440470321035384 19.332779068374634 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.551554118873548 2.99427535789839 277.8906153 31.02590057 0.006753528797914798 19.1066235912323 19.440470321035384 19.332779068374634 1.0 False False 0.3 0.7 1.5 0.02 8 3 19.989409800153226 2.99427535789839 1.551554118873548 0.10769125266075008 1.9298555696350959 0.9166197170691603 0.7139178624742542 False 0.08 Inputed -19.171072816170998 -19.266083418105154 """""" """""" """"""
-0.13716471539109254 0.3325167704820484 -7.190009036858784 18.858331259602775 3962.0503820587546 145.6823719122358 11 8 8 13.98121519992128 63 True True 2020heq 238.87996666666663 12.895855555555555 SNIc 0.0336 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 238.87996666666663 12.895855555555555 TNS 2020heq ZTF20aaurfnl 2020heq SNIc 0.0336 0.5439193306671442 1.1448790844126933 0.6796094046365795 0.8246435249123039 1.1448790844126933 1.5092697517115958 8.796268675830524 8.796268675830524 5.184946524090757 5.184946524090757 58961.399513899814 58953.440555599984 18.473225905183355 19.11350833014958 18.473225905183355 7.2398588309819285 3.3861572974303544 2.3827162218356195 238.8804261726415 12.8953682805298 0.0008347601919127534 15.009591133989096 15.83117722022295 15.299659245142937 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 0.23853391282993547 238.879928191615 12.8959101789518 0.03603153950972904 24.25309929244518 23.714648225421904 24.657139004845618 0.2 False False 0.3 0.7 1.5 0.02 8 3 7.958958299830556 2.3827162218356195 3.3861572974303544 0.5315179750800123 0.7036637735771418 -3.282331109926629 -3.173566660040418 False 0.0336 Inputed -17.409589756884706 -16.769307331918483 """""" """""" """"""
-0.16158530600717433 0.17365402939564806 -7.8934692094297985 17.056787895890245 3423.7181227601486 316.38199363147936 60 39 39 72.92006940022111 74 True True 2020fkb 172.12681708333 58.562993999999 SNIb 0.01 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 172.12681708333 58.562993999999 TNS 2020fkb ZTF18aarlpzd 2020fkb SNIb 0.01 0.790716402070931 1.079751422399788 0.8597418003794459 0.9308860564308681 1.079751422399788 1.2377701423612564 11.026180703182664 11.026180703182664 61.89388869703845 61.89388869703845 58944.34890050022 58936.26371529978 16.433960213835583 17.264610914957174 16.433960213835583 8.524343847473268 4.826343844915669 5.010367776690412 172.128302275676 58.561837726926456 0.00020490167789743996 12.067470274311304 12.956861754336357 12.467562456884384 0.29000000000000004 """""" """""" """""" """""" 2 True True all False False 0 1.9475472489463732 1.0380039910997083 172.12665955 58.56271762 6.313544614255928e-05 13.130407201504708 16.460050154590608 15.925667313528061 0.9 False False 0.3 0.7 1.5 0.02 8 3 8.085185200441629 5.010367776690412 4.826343844915669 0.4892992974519732 1.0381290553860152 -4.307749160620817 -3.9663977569511992 False 0.01 Inputed -16.80420292522524 -15.973552224103647 """""" """""" """"""
-0.11609631293342794 0.5404294077688168 -6.555015080469251 19.163771099187564 5755.954027149334 104.81892125007955 102 69 69 39.03750000009313 40 True True 2020qkx 5.626879166666666 26.70236388888889 SNIa 0.127 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 5.626879166666666 26.70236388888889 TNS 2020qkx ZTF20abnwldu 2020qkx SNIa 0.127 -0.033262482316544606 0.5850935916989926 0.09931734469591191 0.24585023507888693 0.5850935916989926 0.9940371385423887 16.674963270506478 16.674963270506478 22.362536729586655 22.362536729586655 59069.3813426001 59051.45206019981 18.928402098325314 18.928402098325314 19.04607767802203 0.40903638759420463 1.1324349672475216 2.1817182450673362 5.62748736599925 26.70263233224885 0.005414960204797592 19.645993527680638 20.24058815179348 19.811577559281588 0.985 """""" """""" """""" """""" 0 False True all False False 0 1.1324349672475216 2.1817182450673362 5.62748736599925 26.70263233224885 0.005414960204797592 19.645993527680638 20.24058815179348 19.811577559281588 0.985 False False 0.3 0.7 1.5 0.02 8 3 17.929282400291413 2.1817182450673362 1.1324349672475216 0.42901059251189366 1.9265726581811458 1.3121860534681673 0.7654998812595579 False 0.127 Inputed -19.76845016419128 -19.886125743887995 """""" """""" """"""
-0.1524103390542846 0.4849254952507667 -31.702034814654187 13.122737521316324 8039.386434586054 285.3391185972823 36 21 21 34.91883100010455 53 True True 2021rjv 330.0912124999999 -7.357308333333333 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 330.0912124999999 -7.357308333333333 TNS 2021rjv ZTF21abiplqz 2021rjv CV 0.0 -0.3564497642990805 -0.21069403060440095 -0.3221812591631181 -0.28649573535947503 -0.21069403060440095 -0.12868112860697778 -26.953275495727766 -26.953275495727766 61.87210649583231 61.87210649583231 59395.40009259991 59395.40009259991 13.833348301267877 13.833348301267877 14.512998725084692 58.473559432974334 0.661828875874429 0.1958251215020752 330.091236668531 -7.357259503311215 0.00710742621368643 22.254199372125864 22.400415697917936 22.312191318204402 0.13125 """""" """""" """""" """""" 0 False True all False False 0 0.661828875874429 0.1958251215020752 330.091236668531 -7.357259503311215 0.00710742621368643 22.254199372125864 22.400415697917936 22.312191318204402 0.13125 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.1958251215020752 0.661828875874429 0.08822437971353381 0.29588482558024526 8.567067396650058 7.7991925931197095 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.056279508790284115 0.9801082030606619 1.394262496163583 16.66961766888626 3693.293026725069 409.6683651038727 59 47 47 74.91549770021811 78 True False 2021rhi 277.81752499999993 37.39788055555555 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 277.81752499999993 37.39788055555555 TNS 2021rhi ZTF21abbxexu 2021rhi CV 0.0 0.5776252949911118 0.7767707945890265 0.62565405468699 0.6748394891042651 0.7767707945890265 0.8836056286327825 44.73213979131303 44.73213979131303 30.18335790890508 30.18335790890508 59377.38598380005 59334.40511569986 16.173295329536703 16.541153112438618 16.173295329536703 41.239089924330976 0.7375993933487194 0.23968381844956266 277.8175887 37.39792382 0.0016670202197289763 20.05110859746933 22.79677611336708 21.665521890497207 0.0 """""" """""" """""" """""" 0 False True all False False 0 0.7375993933487194 0.23968381844956266 277.8175887 37.39792382 0.0016670202197289763 20.05110859746933 22.79677611336708 21.665521890497207 0.0 False False 0.3 0.7 1.5 0.02 8 3 42.98086810018867 0.23968381844956266 0.7375993933487194 1.1312542228698739 0.3249512141833418 6.255623000928463 5.492226560960503 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.052972875054543817 0.11883085721780215 -23.17776229368327 17.99727642122935 4325.451458684033 179.17697810468104 117 55 55 74.01369210006669 46 True True 2021gpw 200.47854166666664 16.744369444444445 SNIIn 0.075 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 200.47854166666664 16.744369444444445 TNS 2021gpw ZTF21aaqhqke 2021gpw SNIIn 0.075 0.5291605399219499 1.00194236963884 0.6379621314695854 0.7528407051327974 1.00194236963884 1.2788523519431685 53.045886307286054 53.045886307286054 20.967805792780634 20.967805792780634 59329.269571799785 59293.25620369986 17.569098954001422 18.073487828815185 17.569098954001422 0.9063726690239938 0.7765420091443265 0.19198983640593661 200.47849065340603 16.74434804834675 0.00041502951401029 18.09931058417201 19.00055168087244 18.427011716609 0.875 """""" """""" """""" """""" 0 False True all False False 0 0.7765420091443265 0.19198983640593661 200.47849065340603 16.74434804834675 0.00041502951401029 18.09931058417201 19.00055168087244 18.427011716609 0.875 False False 0.3 0.7 1.5 0.02 8 3 36.0133680999279 0.19198983640593661 0.7765420091443265 0.5735399642634391 0.24723689658141057 0.9270638520572554 0.8579127626075795 False 0.075 Inputed -20.078302469352042 -19.57391359453828 """""" """""" """"""
-0.17862875609459936 0.1823859041092778 -7.315082087860355 18.478361065892692 5790.673658432748 119.19935528670861 36 33 33 61.99862270010635 37 True True 2020zyv 194.91737916666665 30.833447222222222 SNIa 0.06785 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 194.91737916666665 30.833447222222222 TNS 2020zyv ZTF20acrbpqd 2020zyv SNIa 0.06785 -0.042706675883263046 0.4839020514178145 0.07227508612827194 0.19789093551615977 0.4839020514178145 0.8215908060833002 11.22961313067622 11.22961313067622 50.76900956943013 50.76900956943013 59178.506794000044 59169.48817129992 17.792176415733994 17.792176415733994 17.99099777504416 2.7887393527040953 5.172495227073451 6.535677351499005 194.91912701744099 30.834468744041203 0.005117360660051196 15.995209775088131 16.92677671463251 16.322139661211374 0.9850000000000001 """""" """""" """""" """""" 1 False True all False False 0 0.7 5.7735835164104765 194.918856384614 30.8324658153821 0.28125919637750196 23.377952466458083 22.69907761730671 22.876329866592883 0.0 False False 0.3 0.7 1.5 0.02 8 3 9.018622700124979 6.535677351499005 5.172495227073451 0.6046370534211363 1.2635443948387806 -0.8653997011014845 -1.668858113832787 False 0.06785 Inputed -19.43537750153263 -19.634198860842798 """""" """""" """"""
-0.19666357634000434 0.26752235479494685 -4.106065827208286 18.965576275736385 5341.909289219013 168.07847523775422 43 21 21 42.88841440016404 64 True True 2019duj 202.38428416666 7.0051066111111 SNIa 0.072 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 202.38428416666 7.0051066111111 TNS 2019duj ZTF19aariwpf 2019duj SNIa 0.072 0.015939062190220454 0.38677524889816084 0.10024972674225907 0.18998844073126975 0.38677524889816084 0.6084722912760654 9.51503506734209 9.51503506734209 33.37337933282195 33.37337933282195 58600.23179400014 58593.31530090002 18.57357877107168 18.57357877107168 18.58869076592747 0.8112495472095602 1.446411768551222 0.3720046275015988 202.38418349639 7.00508026197009 0.0018596903063201609 18.435325792167188 19.68706377236605 18.83037637096405 0.911111111111111 """""" """""" """""" """""" 0 False True all False False 0 1.446411768551222 0.3720046275015988 202.38418349639 7.00508026197009 0.0018596903063201609 18.435325792167188 19.68706377236605 18.83037637096405 0.911111111111111 False False 0.3 0.7 1.5 0.02 8 3 6.916493100114167 0.3720046275015988 1.446411768551222 0.8566874014019987 0.257191372187335 1.113485001294368 0.24168560503657943 False 0.072 Inputed -18.96861887352079 -18.98373086837658 """""" """""" """"""
-0.18042866023928925 0.1537903598042406 -8.626714453627859 18.24567021987123 5060.3432882324805 104.84658539529161 35 26 26 65.8184374999255 46 True False 2021hwk 214.76132083333331 -7.390586111111111 SNIa 0.041 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 214.76132083333331 -7.390586111111111 TNS 2021hwk ZTF21aasbxng 2021hwk SNIa 0.041 0.17915069955506624 0.8966708756152357 0.33386753223896193 0.5042120179980891 0.8966708756152357 1.3675178805852326 13.747697308386044 13.747697308386044 52.07074019153945 52.07074019153945 59319.414745400194 59307.416539399885 17.856901793512282 17.856901793512282 17.863374289845066 2.8742693902403613 3.5125369666289434 3.3490632978746073 214.76168697 -7.3897296 0.0023229206472944464 16.14508060427904 16.67659151506424 16.391157685112955 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.5125369666289434 3.3490632978746073 214.76168697 -7.3897296 0.0023229206472944464 16.14508060427904 16.67659151506424 16.391157685112955 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.998206000309438 3.3490632978746073 3.5125369666289434 0.28543382995128397 0.9534599435372704 -1.1803102784480437 -1.472216604732111 False 0.041 Inputed -18.455574103823963 -18.462046600156746 """""" """""" """"""
-0.012010555082030437 0.3938105446296071 -27.894147828315617 18.84614556607632 4641.8556454044965 161.60063221838786 37 17 17 62.82658560015261 46 True True 2018ldu 137.38538499999 20.406979805555 SNII 0.02672 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 137.38538499999 20.406979805555 TNS 2018ldu ZTF18adazblo 2018ldu SNII 0.02672 0.47799500816559615 0.9947494155850478 0.5957893212102476 0.7209309606025478 0.9947494155850478 1.302675707381784 103.60965924600055 103.60965924600055 -40.78307364584794 -40.78307364584794 58534.35615740018 58480.4412153 18.62438125250689 18.7981510185148 18.62438125250689 2.4287159772796074 4.608825740632465 7.255845675688732 137.3874349921315 20.40758872508875 0.0019842694128537897 14.857436590114832 15.48200466222048 15.058275736576318 1.0 """""" """""" """""" """""" 3 False True all False False 0 0.7 2.3018752207705626 137.385951575214 20.4073359892124 0.01520161223840688 21.41799049796343 20.716266780261993 20.859243289163114 0.1625 False False 0.3 0.7 1.5 0.02 8 3 53.91494210017845 7.255845675688732 4.608825740632465 0.423728925644161 1.5743371704682891 -3.316146356294322 -3.5661055159305715 False 0.02672 Inputed -16.75722052532754 -16.58345075931963 """""" """""" """"""
-0.18514278576539384 0.26331571415692245 -7.8352761415781735 18.527375382101727 5734.795258838896 76.52029098682081 19 16 16 39.904444499872625 44 True True 2019csl 171.54979916666 55.337379805555 SNIa 0.0686 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 171.54979916666 55.337379805555 TNS 2019csl ZTF19aamtwwv 2019csl SNIa 0.0686 0.02557990609870231 0.9796863697836287 0.2193371734904943 0.4409191999808648 0.9796863697836287 1.6702931159343244 12.383079822724875 12.383079822724875 27.52136467714775 27.52136467714775 58572.27111109998 58559.26017360017 18.136344479103446 18.136344479103446 18.196160286346238 2.0058917653481245 1.5499060948241556 1.033833695385882 171.54949337948898 55.337608331379954 0.0004934907198851368 16.389364666073323 17.479675496195554 16.720222795496582 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.5499060948241556 1.033833695385882 171.54949337948898 55.337608331379954 0.0004934907198851368 16.389364666073323 17.479675496195554 16.720222795496582 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 13.010937499813735 1.033833695385882 1.5499060948241556 0.7594527006989722 0.6670298922227127 -0.6566689829078918 -1.475937490849656 False 0.0686 Inputed -19.254453140953935 -19.314268948196727 """""" """""" """"""
-0.12316391779665298 0.28482588033761447 -5.34153203481571 19.013170825231768 6399.13238501239 206.81269015192592 30 10 10 14.002638900186867 40 True True 2021mhm 138.29174999999998 51.533899999999996 SNIa 0.0968 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 138.29174999999998 51.533899999999996 TNS 2021mhm ZTF21abalnud 2021mhm SNIa 0.0968 -0.20761706834754534 0.035624643574522 -0.1515566482441244 -0.09241223259664011 0.035624643574522 0.17751167515750765 18.857901950068374 18.857901950068374 -4.855263049881506 -4.855263049881506 59358.26706020022 59344.26442130003 18.572864979820874 18.572864979820874 18.881878316422025 1.003656454835127 1.0006784654815044 1.8073432895100203 138.29161399686848 51.53439486030405 0.00035279441281821367 16.45311824718207 17.56409449905634 16.864448662456276 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.0006784654815044 1.8073432895100203 138.29161399686848 51.53439486030405 0.00035279441281821367 16.45311824718207 17.56409449905634 16.864448662456276 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 14.002638900186867 1.8073432895100203 1.0006784654815044 0.6996458366000624 1.8061179008587604 -1.008770480764536 -2.017429653965749 False 0.0968 Inputed -19.329790868859 -19.63880420546015 """""" """""" """"""
-0.07131070432872347 0.1355132555406258 -23.632888732275426 18.504793429753313 5040.587239767277 335.5022542419633 104 37 37 74.9143865997903 59 True True 2021osr 323.7163083333333 -7.448488888888889 SNIIn 0.08545 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 323.7163083333333 -7.448488888888889 TNS 2021osr ZTF21abebgfr 2021osr SNIIn 0.08545 0.16695979017710982 0.3611821844421712 0.21331879519598118 0.26111990397549434 0.3611821844421712 0.46742243064395694 34.37485836137496 34.37485836137496 40.53952823841534 40.53952823841534 59399.38047449989 59369.400578700006 17.95001019929072 17.991676531670596 17.95001019929072 1.6525565970937544 2.6800957158484233 1.8421170518658676 323.7166627122635 -7.44811691847371 0.001055426557979966 15.940585698719024 17.0847675072515 16.367121431329252 0.99 """""" """""" """""" """""" 0 False True all False False 0 2.6800957158484233 1.8421170518658676 323.7166627122635 -7.44811691847371 0.001055426557979966 15.940585698719024 17.0847675072515 16.367121431329252 0.99 False False 0.3 0.7 1.5 0.02 8 3 29.979895799886435 1.8421170518658676 2.6800957158484233 0.7176460759222465 0.6873325609129294 -0.9069090244190967 -1.5828887679614674 False 0.08545 Inputed -19.985603958922514 -19.94393762654264 """""" """""" """"""
-0.17021019710747332 0.1743397183781971 -5.501400964700191 17.786042700609077 5602.4494909139285 94.20020519791208 39 27 27 63.72348379995674 65 True True 2019dwu 248.54277083333 19.634783166666 SNIa 0.0542 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 248.54277083333 19.634783166666 TNS 2019dwu ZTF19aarprog 2019dwu SNIa 0.0542 -0.002663099835409355 0.7179440132087791 0.14935554977657262 0.31910482597470846 0.7179440132087791 1.2077409562350319 16.59618490168305 16.59618490168305 47.127298898273686 47.127298898273686 58608.3165972 58596.481319400016 17.263774578184755 17.263774578184755 17.28346996713475 4.191812883487862 3.1398438516027185 2.888309719438613 248.5430997366875 19.63404307533665 0.0004297982266474598 14.23551686686039 15.76950953855753 14.548001857001783 0.975 """""" """""" """""" """""" 0 False True all False False 0 3.1398438516027185 2.888309719438613 248.5430997366875 19.63404307533665 0.0004297982266474598 14.23551686686039 15.76950953855753 14.548001857001783 0.975 False False 0.3 0.7 1.5 0.02 8 3 11.835277799982578 2.888309719438613 3.1398438516027185 1.2215076815557477 0.9198896046898285 -1.4942650396272246 -2.7354681101329668 False 0.0542 Inputed -19.648354038965728 -19.668049427915722 """""" """""" """"""
-0.14488635760644852 0.33191853643815933 -5.912320477412059 18.74068095702597 5202.867513821648 69.322858841158 34 23 23 33.000740699935704 84 True False 2020wdq 310.73241249999995 5.852416666666667 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 310.73241249999995 5.852416666666667 TNS 2020wdq ZTF20achwpvs 2020wdq SNIa 0.08 0.1413914618212928 1.3140409608571701 0.37540137130021733 0.6458513011915734 1.3140409608571701 2.1888062329122384 11.75275223597581 11.75275223597581 21.247988463959892 21.247988463959892 59141.161990699824 59131.108854200225 18.355825623081213 18.48958515596139 18.355825623081213 0.7980070603661825 1.734541898800956 0.09002568137201167 310.73239854 5.85239587 0.0007652553323089784 16.808576937842368 17.937963680124284 17.227394463682174 0.49000000000000005 """""" """""" """""" """""" 0 False True all False False 0 1.734541898800956 0.09002568137201167 310.73239854 5.85239587 0.0007652553323089784 16.808576937842368 17.937963680124284 17.227394463682174 0.49000000000000005 False False 0.3 0.7 1.5 0.02 8 3 10.053136499598622 0.09002568137201167 1.734541898800956 0.71056921644211 0.05190170467155858 -0.5516214758371056 -1.1284311593990388 False 0.08 Inputed -19.434108398990166 -19.30034886610999 """""" """""" """"""
-0.02725498098889625 0.47394438973827807 -30.95961044850428 18.830893751135076 6180.9755912423725 152.61719187853632 47 36 36 69.95164359966293 39 True True 2021cdv 166.96755833333333 11.009977777777777 SNII 0.043 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 166.96755833333333 11.009977777777777 TNS 2021cdv ZTF21aaiaeri 2021cdv SNII 0.043 0.06138681523385969 0.4890637852285309 0.15778011689088345 0.2609551406594903 0.4890637852285309 0.7487437448943624 2.4836165890226063 2.4836165890226063 67.46802701064033 67.46802701064033 59258.366446800064 59252.31877310015 18.536802292914345 18.536802292914345 18.671722961555368 1.5348506142730378 3.234400095051037 8.060496623300693 166.96894800988753 11.011753302721349 0.0010970295708482292 14.410291254478096 15.419373611984254 14.780694141405224 0.911111111111111 """""" """""" """""" """""" 2 False True all False False 0 0.7 2.2071293417020703 166.96808434136 11.0096471903778 0.03380291762679044 22.562026369336845 24.68623031053066 22.862610340034962 0.95 False False 0.3 0.7 1.5 0.02 8 3 6.047673699911684 8.060496623300693 3.234400095051037 0.6386794705790297 2.492114885735403 -3.1174286809300913 -3.8910288201501437 False 0.043 Inputed -17.751692892980838 -17.88661356162186 """""" """""" """"""
-0.17345386217032074 0.29925334409222254 -2.696990396907937 18.813480787297827 4078.081102756184 178.6136742614262 25 9 9 13.080520799849182 40 True True 2018gts 249.19745791666 55.7358 SNII 0.029597 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 249.19745791666 55.7358 TNS 2018gts ZTF18abvvmdf 2018gts SNII 0.029597 0.42697216113154113 0.876632010597735 0.530335801962309 0.6395562125545382 0.876632010597735 1.1404831039297392 8.263720223524937 8.263720223524937 4.816800576324246 4.816800576324246 58381.142824099865 58377.13765050005 18.50266488313463 18.90160893562402 18.50266488313463 1.2686407032615936 4.98556249636309 3.3745107479818706 249.19889544968402 55.73627288458975 0.0009268521431542442 14.140030387915374 14.941668459330797 14.41453569115281 0.985 """""" """""" """""" """""" 0 False True all False False 0 4.98556249636309 3.3745107479818706 249.19889544968402 55.73627288458975 0.0009268521431542442 14.140030387915374 14.941668459330797 14.41453569115281 0.985 False False 0.3 0.7 1.5 0.02 8 3 4.0051735998131335 3.3745107479818706 4.98556249636309 0.5271327681779869 0.6768565734445284 -3.9599404762932213 -4.088129191981821 False 0.029597 Inputed -17.10254785222666 -16.703603799737273 """""" """""" """"""
-0.12185213081346014 0.27554578047385114 -28.417750518915266 17.758604875534957 7123.056159778076 101.60101786127973 23 19 19 61.00369209982455 41 True True 2018kbd 211.38449999999 55.310199999999 SNIa 0.0514 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 211.38449999999 55.310199999999 TNS 2018kbd ZTF18acvwchp 2018kbd SNIa 0.0514 -0.027890050027870927 0.6168550119003271 0.10970343655472092 0.2622294287182605 0.6168550119003271 1.0466238659546079 -14.805211140415185 -14.805211140415185 75.80890324023973 75.80890324023973 58468.54723379994 58465.5131019 17.582311160868894 17.582311160868894 17.702122906310574 6.948789967984524 2.3426350406998244 5.227052492206418 211.3859649824915 55.31138871075085 0.005490243861134059 17.55075747542113 18.12928418784857 17.745353113405706 0.9899999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 1.3170604268427946 211.384530855019 55.310565428428 0.012620342573074761 22.060099409406185 22.020069132328032 22.121758177633286 0.11666666666666665 False False 0.3 0.7 1.5 0.02 8 3 3.0341318999417126 5.227052492206418 2.3426350406998244 0.383931074442863 2.2312705143541782 0.5469730269796749 0.04323020709513159 False 0.0514 Inputed -19.11309677712386 -19.23290852256554 """""" """""" """"""
-0.13317393767960578 0.36971245460614005 -4.677104397624383 19.297091149511367 5879.074085840603 161.27158835733886 37 16 16 23.96460650023073 48 True True 2020yhj 132.4128708333333 20.023166666666665 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 132.4128708333333 20.023166666666665 TNS 2020yhj ZTF20acnviyk 2020yhj SNIa 0.1 -0.10337300333099719 0.2499258628064851 -0.023577727761168177 0.06172040436810633 0.2499258628064851 0.46355564096761626 11.75930766149887 11.75930766149887 12.20529883873186 12.20529883873186 59158.46388889989 59149.49913189979 18.853696962021427 18.853696962021427 18.99329652391305 0.5394724180613255 0.678462082931318 1.3553585145681888 132.4128740646625 20.023543142901552 0.001168734835611751 18.92699880455792 19.36826832044482 19.070088466699126 0.975 """""" """""" """""" """""" 0 False True all False False 0 0.678462082931318 1.3553585145681888 132.4128740646625 20.023543142901552 0.001168734835611751 18.92699880455792 19.36826832044482 19.070088466699126 0.975 False False 0.3 0.7 1.5 0.02 8 3 8.964757000096142 1.3553585145681888 0.678462082931318 0.2981798537456939 1.9976923525516963 0.5145713584233924 0.07679194278607682 False 0.1 Inputed -19.29044557455788 -19.4300451364495 """""" """""" """"""
-0.18033676211823474 0.18111462121988964 -8.216465349213683 18.049348542467058 5263.076661086202 111.27753561191997 71 44 44 66.00380790000781 82 True True 2021qzn 220.56094583333328 61.955672222222226 SNIa 0.03946 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 220.56094583333328 61.955672222222226 TNS 2021qzn ZTF21abhzicj 2021qzn SNIa 0.03946 0.10725486477597457 0.7446555380149142 0.24565706328247927 0.3973777319035463 0.7446555380149142 1.1577252990929914 14.38379566913111 14.38379566913111 51.6200122308767 51.6200122308767 59404.35011570016 59391.224490699824 17.59476181414455 17.59476181414455 17.60759909511897 3.3734228543368423 1.7906376830869526 1.4262249749539855 220.5601104660625 61.9556202668563 0.0016423459017138597 17.537553499214052 17.929358845356106 17.57129891510308 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.7906376830869526 1.4262249749539855 220.5601104660625 61.9556202668563 0.0016423459017138597 17.537553499214052 17.929358845356106 17.57129891510308 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 13.125625000335276 1.4262249749539855 1.7906376830869526 0.3580599302530274 0.7964899814323457 0.3345970312115547 -0.036300180015892636 False 0.03946 Inputed -18.627407642860273 -18.640244923834693 """""" """""" """"""
-0.16809460635593207 0.24340525604854174 -4.89659092377172 19.30158880639682 5836.130079063366 105.74596355247668 79 40 40 46.96032410021871 30 True True 2020kui 200.36380416666663 48.44110833333333 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 200.36380416666663 48.44110833333333 TNS 2020kui ZTF20abatfzl 2020kui SNIa 0.1 -0.07231244086762345 0.5209507082305898 0.05489640833555143 0.19549107633275398 0.5209507082305898 0.913125018986392 12.509599600905517 12.509599600905517 34.450724499313196 34.450724499313196 59000.243784700055 58991.24373839982 18.73005389880308 18.73005389880308 18.89753753689189 1.0620558752439595 1.2426856338093766 1.0607990313533104 200.364098586062 48.4408876972697 0.00446212886026176 19.789785081433358 20.192513403469327 19.942086824689508 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.2426856338093766 1.0607990313533104 200.364098586062 48.4408876972697 0.00446212886026176 19.789785081433358 20.192513403469327 19.942086824689508 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 9.000046300236136 1.0607990313533104 1.2426856338093766 0.25042657877981966 0.8536342599386911 1.4624595046662456 1.0445492877976186 False 0.1 Inputed -19.38620456157904 -19.553688199667846 """""" """""" """"""
-0.11921786257007595 0.34455990561236965 -11.527082481498052 19.096993158671978 5228.908318755415 156.01766835355255 22 12 12 22.066111099906266 50 True True 2018lef 150.53264833333 19.139967805555 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 150.53264833333 19.139967805555 TNS 2018lef ZTF18adazeua 2018lef SNIa 0.09 0.11692521037123882 0.5505613621572465 0.2149814579778706 0.3197127674434199 0.5505613621572465 0.8123950344931785 9.399419976089916 9.399419976089916 12.66669112381635 12.66669112381635 58492.44212959986 58480.45293979999 18.72275804663187 18.84603802068102 18.72275804663187 0.9737892977327594 1.9957957998626115 2.622840295405895 150.533419523331 19.1399711791589 0.0006796515428365568 15.811662191445826 17.063716829442978 16.26136673253417 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.9957957998626115 2.622840295405895 150.533419523331 19.1399711791589 0.0006796515428365568 15.811662191445826 17.063716829442978 16.26136673253417 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 11.989189799875021 2.622840295405895 1.9957957998626115 0.8023500969088069 1.3141826912284555 -1.7823211912380437 -2.4613913140976997 False 0.09 Inputed -19.327626598547365 -19.204346624498214 """""" """""" """"""
-0.1720561362470548 0.21077177529583624 -10.580568711875928 18.68354233233979 4177.845588926747 163.88128008958515 35 26 26 49.851030100136995 32 True True 2020gaa 179.19542499999997 52.48385833333334 SNIa 0.0515 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 179.19542499999997 52.48385833333334 TNS 2020gaa ZTF18aajivpr 2020gaa SNIa 0.0515 0.4729606695474331 0.9803064893775968 0.5887545131143241 0.7116724806774961 0.9803064893775968 1.2819391791576962 10.409319959929164 10.409319959929164 39.44171014020783 39.44171014020783 58956.29141200008 58944.35077549983 18.22938323167221 18.578706094165543 18.22938323167221 1.8113549650973941 2.6350025745375287 3.2454407083610546 179.19664019754902 52.4843731870275 0.001004553857659407 15.643958250303864 16.521064664138557 15.91299407971978 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.9919653009254048 2.724793996727884 179.19431453550402 52.483518403359994 0.00615267178040646 19.632079341611863 22.342099685835837 21.164231136131285 0.01 False False 0.3 0.7 1.5 0.02 8 3 11.940636500250548 3.2454407083610546 2.6350025745375287 0.6080705844187761 1.2316650995798986 -2.0576414300269867 -2.3163891519524284 False 0.0515 Inputed -18.590108012146203 -18.24078514965287 """""" """""" """"""
-0.20506079594229523 0.20102707663913724 -7.4822847963040475 18.3646909982828 6087.143642687744 141.39226810275807 39 32 32 71.86236110003665 46 True False 2019cqd 259.82218416666 48.772338972222 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 259.82218416666 48.772338972222 TNS 2019cqd ZTF19aanuhox 2019cqd SNIa 0.06 -0.11680503220700444 0.2892254392100213 -0.02642765272612735 0.07109689927489171 0.2892254392100213 0.5410522543197089 12.329033389965012 12.329033389965012 59.53332771007164 59.53332771007164 58584.45659720013 58572.46888889978 17.6997940445939 17.6997940445939 17.809081947143714 1.9866431034727583 2.577221610744195 4.6537880255127355 259.82278307 48.77356996 0.0046249134649440915 17.3527518238008 17.985850503242016 17.630553505015374 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.577221610744195 4.6537880255127355 259.82278307 48.77356996 0.0046249134649440915 17.3527518238008 17.985850503242016 17.630553505015374 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.987708300352097 4.6537880255127355 2.577221610744195 0.35529699822664185 1.8057383991006168 0.28605645864811535 -0.1785284421283393 False 0.06 Inputed -19.346419034054087 -19.4557069366039 """""" """""" """"""
-0.15568092584834914 0.167947542368266 -7.631338471479555 18.13812932256734 4947.417029017195 82.42887584148389 112 29 29 44.96483789989725 110 True True 2019odh 282.73263791666 39.398980472222 SNIa 0.053654 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 282.73263791666 39.398980472222 TNS 2019odh ZTF19abqsvgf 2019odh SNIa 0.053654 0.23077662935481413 1.2252240586942698 0.43698044795119984 0.6696477154031761 1.2252240586942698 1.9226955310139786 17.816949722770723 17.816949722770723 27.147888177126525 27.147888177126525 58730.16312499996 58716.17483799998 17.70252789997238 17.887279720832336 17.70252789997238 1.8610657129351582 5.1036556946216605 5.658737599525392 282.73152245552603 39.397666022029995 0.0011277002619837218 14.12669026652813 15.100329486608505 14.459793976831435 0.485 """""" """""" """""" """""" 0 False True all False False 0 5.1036556946216605 5.658737599525392 282.73152245552603 39.397666022029995 0.0011277002619837218 14.12669026652813 15.100329486608505 14.459793976831435 0.485 False False 0.3 0.7 1.5 0.02 8 3 13.988286999985576 5.658737599525392 5.1036556946216605 0.6405355097770702 1.108761628549647 -2.7869502342238306 -3.242733923140946 False 0.053654 Inputed -19.207033398691998 -19.022281577832043 """""" """""" """"""
-0.11283405738228339 0.32016770183159393 -5.265116927974452 19.145553640767528 5662.408080995747 74.76761801172674 45 24 24 36.92556709982455 40 True True 2021qxq 239.58266666666665 27.376102777777778 SNIa 0.0886 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 239.58266666666665 27.376102777777778 TNS 2021qxq ZTF21abhyukx 2021qxq SNIa 0.0886 -0.0008037780005949458 0.9633783391223254 0.1938504198620734 0.41729041346356865 0.9633783391223254 1.6676409046384073 13.840063098071647 13.840063098071647 23.085504001752902 23.085504001752902 59399.281145799905 59390.26964120008 18.801158916551927 18.801158916551927 18.802994244232472 0.8230625703645754 1.6431263600536625 0.5822057116303528 239.58249759341498 27.3761628868574 0.00485880392514304 19.346493154259917 19.570234941234588 19.49799381983757 0.9277777777777777 """""" """""" """""" """""" 0 False True all False False 0 1.6431263600536625 0.5822057116303528 239.58249759341498 27.3761628868574 0.00485880392514304 19.346493154259917 19.570234941234588 19.49799381983757 0.9277777777777777 False False 0.3 0.7 1.5 0.02 8 3 9.011504599824548 0.5822057116303528 1.6431263600536625 0.07224112139701688 0.3543280211336508 0.7690760246826613 0.6949995756050988 False 0.0886 Inputed -19.212697298333218 -19.214532626013764 """""" """""" """"""
-0.26947388879025613 0.5474218403756588 -0.15041469655397988 18.083963863382795 6851.901167674683 222.93653369466148 71 25 25 14.923344899900258 110 True True 2018enh 356.94908416666 53.230557611111 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 356.94908416666 53.230557611111 TNS 2018enh ZTF18ablfqxm 2018enh CV 0.0 -0.3077409486153826 -0.105895792866324 -0.26104414324450076 -0.21190160133050284 -0.105895792866324 0.011057052014486146 3.078564702460894 3.078564702460894 11.844780197439363 11.844780197439363 58332.46119209984 58331.46818289999 17.55974377814627 17.55974377814627 17.90070969332933 3.4915007218432836 1.1280557407847454 4.458311321803048 356.94789193 53.22954551 0.02015359970943653 20.16662680969238 23.812223316383363 20.96644749889374 0.9875 """""" """""" """""" """""" 0 False True all False False 0 1.1280557407847454 4.458311321803048 356.94789193 53.22954551 0.02015359970943653 20.16662680969238 23.812223316383363 20.96644749889374 0.9875 False False 0.3 0.7 1.5 0.02 8 3 0.9930091998539865 4.458311321803048 1.1280557407847454 2.845775817489624 3.9522083533758456 6.252479538237093 3.0657378055644102 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.11712688480337466 0.2402063120318857 -10.565467689932966 18.900284497800893 3146.338253644114 231.69476087988255 33 16 16 47.89552089991048 32 True True 2021mfq 222.59179999999998 2.1919527777777774 SNIa 0.0449 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 222.59179999999998 2.1919527777777774 TNS 2021mfq ZTF21abatolf 2021mfq SNIa 0.0449 1.0286163461758129 1.4742845120617645 1.1333611167802644 1.2424489986373466 1.4742845120617645 1.7254437408576457 18.56842155323724 18.56842155323724 29.32709934667324 29.32709934667324 59362.27372690011 59345.31686339993 18.422616492883037 19.556884497843964 18.422616492883037 0.6736689482382177 2.645241299695307 0.27427775039257446 222.5917313851165 2.19191955825912 0.0007173875498559523 15.610100370186567 16.453964221639634 15.971681678931713 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.645241299695307 0.27427775039257446 222.5917313851165 2.19191955825912 0.0007173875498559523 15.610100370186567 16.453964221639634 15.971681678931713 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.95686350017786 0.27427775039257446 2.645241299695307 0.4822825427079209 0.1036872327768991 -3.1029202762043298 -2.4509348139513243 False 0.0449 Inputed -18.09567624082471 -16.961408235863782 """""" """""" """"""
-0.14620284768037903 0.28774670777197997 -14.590409422657359 18.980796744403946 5607.16629079223 116.93013278334554 52 38 38 53.99092590017244 26 True True 2018iuo 142.42229083333 49.212514166666 SNIa 0.102 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 142.42229083333 49.212514166666 TNS 2018iuo ZTF18acnbeuu 2018iuo SNIa 0.102 0.0891697325288412 0.6828472786853226 0.2189052589460907 0.36054880491428065 0.6828472786853226 1.0633282728736617 16.98529202005727 16.98529202005727 37.00563388011517 37.00563388011517 58455.530497699976 58432.474976900034 18.604977591210258 18.633809279477752 18.604977591210258 1.0791403397781016 3.6647159608751343 6.91855536499763 142.41935874865948 49.2123572334795 0.003455290978730985 15.987811270014642 16.795092989293934 16.300600697047116 0.99 """""" """""" """""" """""" 0 False True all False False 0 3.6647159608751343 6.91855536499763 142.41935874865948 49.2123572334795 0.003455290978730985 15.987811270014642 16.795092989293934 16.300600697047116 0.99 False False 0.3 0.7 1.5 0.02 8 3 23.055520799942315 6.91855536499763 3.6647159608751343 0.494492292246818 1.8878831098673958 -1.838716290183818 -2.3043768941631413 False 0.102 Inputed -19.722665405311684 -19.69383371704419 """""" """""" """"""
-0.1496227262930929 0.20734989997940803 -4.56280691040663 18.772005457663383 5242.545248206048 159.74913978171566 42 30 30 66.91671299980953 34 True True 2021cky 229.39751249999995 18.118072222222224 SNIa 0.073 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 229.39751249999995 18.118072222222224 TNS 2021cky ZTF21aahfjbs 2021cky SNIa 0.073 0.0477759254135357 0.4498727575834707 0.1388000086826544 0.23595439260225248 0.4498727575834707 0.692131326720741 15.96907169357751 15.96907169357751 50.94764130623202 50.94764130623202 59260.499259300064 59250.48281250009 18.284908777719505 18.284908777719505 18.352302131805633 0.9737473166534668 1.0745902743003495 0.08222615631749398 229.397493888788 18.1180866725719 0.00044803217649569405 17.363046124452353 18.340367078354358 17.655620527015927 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.0745902743003495 0.08222615631749398 229.397493888788 18.1180866725719 0.00044803217649569405 17.363046124452353 18.340367078354358 17.655620527015927 0.99 False False 0.3 0.7 1.5 0.02 8 3 10.016446799971163 0.08222615631749398 1.0745902743003495 0.6847465513384314 0.07651861205521357 0.055458300634853686 -0.6966816047897062 False 0.073 Inputed -19.235443194689786 -19.302836548775915 """""" """""" """"""
-0.17529311275010523 0.21183046086143345 -34.542083396301244 14.6339907520029 5741.936955438173 842.781439376071 203 74 74 74.9250347004272 185 True False 2021apf 271.09241249999997 7.283602777777777 SNIa 0.006531 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 271.09241249999997 7.283602777777777 TNS 2021apf ZTF21aafdxca 2021apf SNIa 0.006531 -0.058234284886459875 0.00473735889411131 -0.04279201620122208 -0.02715057016798106 0.00473735889411131 0.03744461603966798 -25.68851800048725 -25.68851800048725 100.61355270091445 100.61355270091445 59230.557152799796 59230.557152799796 14.74659119930567 16.299754677404632 14.74659119930567 14.59540709226446 4.040514385738829 12.451893566876942 271.09339233 7.28028328 0.0005387460539214572 12.521098593330382 16.84263143825531 12.841791209983827 1.0 """""" """""" """""" """""" 4 False True all False False 0 3.6561541763654364 9.733894078463466 271.09050448 7.2855338 0.002740561602850411 15.185189569664 16.856698267936707 15.319608259963989 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 12.451893566876942 4.040514385738829 4.000840228271484 3.0817594935007384 0.5428767608506782 -1.9047999893218428 False 0.006531 Inputed -17.564501996151023 -16.01133851805206 """""" """""" """"""
-0.030875762687677173 0.43045644523163673 -25.029534464435105 18.42436513647247 5707.296473650762 171.7254808274207 20 18 18 39.996851900126785 85 True False 2020uri 300.70847499999996 -14.24991111111111 SNII 0.04106 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 300.70847499999996 -14.24991111111111 TNS 2020uri ZTF20acggvnn 2020uri SNII 0.04106 0.09392692029614835 0.47696190567699404 0.18130654554915537 0.2741057049136515 0.47696190567699404 0.7046226552542336 9.293952514463165 9.293952514463165 30.70289938566362 30.70289938566362 59131.170555599965 59124.14709489979 18.12249930722952 18.12249930722952 18.224276506409378 2.1155311233984446 3.0726608596637823 0.5776093081521039 300.70842206 -14.24975909 0.0010318026952076398 15.686337620210647 16.318080603790282 15.912801162910462 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.0726608596637823 0.5776093081521039 300.70842206 -14.24975909 0.0010318026952076398 15.686337620210647 16.318080603790282 15.912801162910462 1.0 False False 0.3 0.7 1.5 0.02 8 3 7.023460700176656 0.5776093081521039 3.0726608596637823 0.40527944087981993 0.18798342366209175 -1.8044187034392394 -2.311475343498916 False 0.04106 Inputed -18.097878738281445 -18.1996559374613 """""" """""" """"""
-0.1476836651744741 0.27261545698617384 -4.397198758034696 18.466979471084727 5724.894622638058 108.07939023602009 52 32 32 63.906412000302225 44 True False 2020acdw 105.68724583333332 26.500941666666666 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 105.68724583333332 26.500941666666666 TNS 2020acdw ZTF20acwkwqn 2020acdw SNIa 0.07 -0.05477469659970069 0.5312835816695234 0.07137632741354594 0.2104566806062067 0.5312835816695234 0.9162419275874711 10.520173111214183 10.520173111214183 53.38623888908804 53.38623888908804 59199.42486110004 59193.308009299915 18.02545290292145 18.02545290292145 18.125170996130862 3.126289021896755 3.2744293345091013 0.336624703597453 105.68733105 26.50088756 0.002808069966820259 16.845821082520484 17.35165408143997 16.939157489705085 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.2744293345091013 0.336624703597453 105.68733105 26.50088756 0.002808069966820259 16.845821082520484 17.35165408143997 16.939157489705085 1.0 False False 0.3 0.7 1.5 0.02 8 3 6.116851800121367 0.336624703597453 3.2744293345091013 0.41249659173488595 0.10280408254646893 -0.6737988214814798 -1.1860135064257769 False 0.07 Inputed -19.369994955459934 -19.469713048669345 """""" """""" """"""
-0.140118565431807 0.36482770605021675 -5.504304318341802 18.700437797603506 5660.706356852406 151.56297505179452 33 12 12 31.96297449991107 29 True True 2019mrg 190.90381958333 64.520861527777 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 190.90381958333 64.520861527777 TNS 2019mrg ZTF19abjrkqn 2019mrg SNIa 0.07 -0.045783104197212765 0.3517696721397172 0.043551661778472806 0.13936085347414817 0.3517696721397172 0.5943476913672576 14.727618574290936 14.727618574290936 17.235355925620134 17.235355925620134 58707.21740739979 58694.18174770009 18.33662710911514 18.33662710911514 18.376690218347402 1.0016109762112098 0.8398187786605048 1.5108201269552455 190.90477535390352 64.52094564855115 0.0030522500734757596 19.760525078023672 19.928040824677943 19.93701241796255 0.6857142857142857 """""" """""" """""" """""" 0 False True all False False 0 0.8398187786605048 1.5108201269552455 190.90477535390352 64.52094564855115 0.0030522500734757596 19.760525078023672 19.928040824677943 19.93701241796255 0.6857142857142857 False False 0.3 0.7 1.5 0.02 8 3 13.035659699700773 1.5108201269552455 0.8398187786605048 -0.008971593284606172 1.7989835013751123 1.5914137155628048 1.5603221996151468 False 0.07 Inputed -19.118475733243393 -19.158538842475657 """""" """""" """"""
-0.17416499802906926 0.46233504987845664 -4.540841320511168 18.064900164546362 5075.720869942741 175.2287145134533 36 14 14 31.955463000107557 92 True False 2020acfh 0.7579333333333333 53.89136666666666 SNIa 0.039 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 0.7579333333333333 53.89136666666666 TNS 2020acfh ZTF20acwgnxk 2020acfh SNIa 0.039 0.09020255913518227 0.463689328392789 0.17555475781950847 0.26609709621610733 0.463689328392789 0.6849705290050387 10.865577427464292 10.865577427464292 21.089885572643265 21.089885572643265 59199.1337731001 59188.15686339978 17.922824271901447 17.927777465704803 17.922824271901447 0.8289623061260708 0.7 6.874845969074821 0.76083139 53.89222112 0.21293950903595427 22.517037435626985 23.64 23.27 0.5 """""" """""" """""" """""" 0 False True all False False 0 0.7 6.874845969074821 0.76083139 53.89222112 0.21293950903595427 22.517037435626985 23.64 23.27 0.5 False False 0.3 0.7 1.5 0.02 8 3 10.976909700315446 0.0 0.0 0.0 0.0 5.712222534295197 5.347175728098552 True 0.039 Inputed -18.2864782141665 -18.281525020363144 """""" """""" """"""
-0.1489210886544674 0.1317531638088859 -10.692591937918696 17.52074678870842 5778.558371216616 413.5474631021089 38 26 26 71.84534720005468 78 True True 2019qch 277.30754208333 41.042319 SNII 0.024 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 277.30754208333 41.042319 TNS 2019qch ZTF19abyuzch 2019qch SNII 0.024 -0.0856983883664455 0.04310049574286978 -0.05474640875459613 -0.022973190456553993 0.04310049574286978 0.11265160693019283 16.90963320978111 16.90963320978111 54.93571399027357 54.93571399027357 58754.26069439994 58740.26853010012 16.725369832865493 16.725369832865493 16.953203990764496 5.896565080226231 3.6144990836168818 5.229790638518464 277.30880174 41.04122002 0.002917577596482257 16.085677691841127 16.6586343542099 16.21185454263687 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.6144990836168818 5.229790638518464 277.30880174 41.04122002 0.002917577596482257 16.085677691841127 16.6586343542099 16.21185454263687 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.992164299823344 5.229790638518464 3.6144990836168818 0.44677981157303037 1.4468922297485345 -0.06673547865559115 -0.7413494481276253 False 0.024 Inputed -18.193791647150565 -18.42162580504957 """""" """""" """"""
-0.12062113774551232 0.430525972001634 -2.527152265050133 19.64662272511879 5483.5742009839905 171.42804799888728 34 17 17 24.977094899863005 31 True True 2019qj 197.00696916666 42.013623805555 SNIa 0.121 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 197.00696916666 42.013623805555 TNS 2019qj ZTF19aaafgbt 2019qj SNIa 0.121 -0.032360670159448546 0.3170944036864398 0.0471612780461399 0.13175401732998537 0.3170944036864398 0.5256463627950083 12.46184876621263 12.46184876621263 12.515246133650376 12.515246133650376 58494.51159719983 58486.50932870014 19.40808661861575 19.40808661861575 19.491711030273777 0.371134919927551 1.9563402026894912 2.296766463774661 197.00625979006048 42.01398331209455 0.0023271175039192293 17.567787291437387 18.08287316039622 17.801075177429915 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.9563402026894912 2.296766463774661 197.00625979006048 42.01398331209455 0.0023271175039192293 17.567787291437387 18.08287316039622 17.801075177429915 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 8.002268499694765 2.296766463774661 1.9563402026894912 0.2817979829663031 1.1740117902894225 -1.3252134582195332 -1.6906358528438616 False 0.121 Inputed -19.215180831423964 -19.29880524308199 """""" """""" """"""
-0.05479601744913246 0.5130419585221117 -29.04286330670877 18.174669520323143 5957.953778291613 200.71440332995365 23 13 13 30.02621529996395 47 True True 2019hnz 174.57270833333 16.349831694444 SNII 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 174.57270833333 16.349831694444 TNS 2019hnz ZTF19aazpvdy 2019hnz SNII 0.04 0.031301493621036514 0.3390429175997731 0.10237131760960949 0.1772516055869744 0.3390429175997731 0.5179318948086831 -16.86318898486354 -16.86318898486354 46.88940428482749 46.88940428482749 58649.17530089989 58649.17530089989 17.956132482104746 17.956132482104746 18.316913461542303 7.602683642512737 2.816500306223157 4.350268811582356 174.572322138901 16.35098187850085 0.007782204386592606 17.97500265050769 18.634622421240806 18.10919772610307 0.9100000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.816500306223157 4.350268811582356 174.572322138901 16.35098187850085 0.007782204386592606 17.97500265050769 18.634622421240806 18.10919772610307 0.9100000000000001 False False 0.3 0.7 1.5 0.02 8 3 0.0 4.350268811582356 2.816500306223157 0.5254246951377368 1.5445653607671488 0.6784899391360604 -0.20771573543923338 False 0.04 Inputed -17.947891425939115 -18.308672405376672 """""" """""" """"""
-0.10064527206338916 0.37559098115772055 -33.15048326672557 14.273865900267927 3322.547379118698 577.7935646189012 32 22 22 66.75988430017605 180 True True 2018ivc 40.671984166666 -0.008867055555 SNII 0.00379 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 40.671984166666 -0.008867055555 TNS 2018ivc ZTF18acrcogn 2018ivc SNII 0.00379 0.9290718668413529 1.0924464870313457 0.9689155228242754 1.0094195969347073 1.0924464870313457 1.1782290612970563 -23.42072126512145 -23.42072126512145 90.1806055652975 90.1806055652975 58447.353784699924 58447.353784699924 14.501001047060798 16.12824946872563 14.501001047060798 10.85299960068275 6.795550874776519 18.349809563292567 40.66958597515905 -0.01336481197616815 0.00025629698046691907 10.40963614580393 11.001441176819801 10.539787385296822 0.325 """""" """""" """""" """""" 25 False True all False False 0 4.090038567449835 6.504663220904242 40.67284364 -0.0104564 0.0030396858174717156 15.723485023677348 11.240263172101974 13.239661080682279 0.925 False False 0.3 0.7 1.5 0.02 8 3 0.0 18.349809563292567 6.795550874776519 0.4616537915229788 2.700268146237081 -5.12680829190583 -3.961213661763976 False 0.00379 Inputed -16.626822680990625 -14.99957425932579 """""" """""" """"""
-0.13666245191234414 0.5552796327626275 -6.70531226783949 15.52202062054351 4600.038047481485 308.0459993305228 30 10 10 20.946979200001806 98 True True 2020adcb 338.5270083333333 5.564591666666667 SNIa 0.01512 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 338.5270083333333 5.564591666666667 TNS 2020adcb ZTF20acynjjo 2020adcb SNIa 0.01512 0.23395431143648437 0.4560753060529734 0.28678296453471575 0.3413827471194466 0.4560753060529734 0.5784043827187588 14.546741029590088 14.546741029590088 6.4002381704117175 6.4002381704117175 59219.13278939994 59202.18538190005 15.396894868635819 15.646134757768914 15.396894868635819 5.983341334534661 5.864816897519389 21.249211389730462 338.528279900364 5.570356953788075 0.0006502676233096638 11.474588806548118 12.550833409228325 11.823704299769402 0.475 """""" """""" """""" """""" 16 False True all False False 0 0.7 3.617224488910126 338.526931478101 5.56559353535841 0.02860897527485806 21.299992147684097 22.375231512584687 21.694660173692704 0.025 False False 0.3 0.7 1.5 0.02 8 3 16.94740749988705 21.249211389730462 5.864816897519389 0.7271291094589234 3.62316705892696 -3.0953013485405894 -3.5731905688664174 False 0.01512 Inputed -18.741902094196377 -18.492662205063283 """""" """""" """"""
-0.08356035281570301 0.40791946893198705 -3.2609945016617257 17.788083383243933 5493.727097582865 244.34981873270556 22 22 22 62.99123839987442 45 True False 2020gc 247.19566708333 3.8526 SNII 0.0422 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 247.19566708333 3.8526 TNS 2020gc ZTF20aaazjwc 2020gc SNII 0.0422 -0.036641315245553585 0.19872362340310445 0.018436345321877212 0.0759699253328705 0.19872362340310445 0.33227811988143685 7.469997816026705 7.469997816026705 55.521240583847714 55.521240583847714 58851.54836810008 58851.54836810008 17.572385883328085 17.572385883328085 17.843911063257355 0.5392315628020655 5.8897132783261705 25.196312289351887 247.19408913 3.8457804 0.011038421946706234 14.849615970110893 15.435978970861434 15.06901759698391 1.0 """""" """""" """""" """""" 5 False True all False False 0 2.097383859420659 3.021723861049126 247.19619146 3.85194364 0.0022576200778735567 17.18416019675732 17.96106003317833 17.431076948308945 0.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 25.196312289351887 5.8897132783261705 0.36696137387752437 4.278020185137529 -2.1364069124666507 -2.7748934662734452 False 0.0422 Inputed -18.538307603373404 -18.809832783302674 """""" """""" """"""
-0.014102526473797356 0.4135713032907029 -23.44266593116049 18.786089475296027 4654.481438340107 233.35126097165875 28 22 22 74.95755789987743 187 True True 2019fce 302.03100666666 10.525145 SNII 0.041 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 302.03100666666 10.525145 TNS 2019fce ZTF19aauspho 2019fce SNII 0.041 0.34480946344262975 0.6649689447452616 0.4198248059481777 0.49811547244801346 0.6649689447452616 0.846310034523782 51.14611488724523 51.14611488724523 23.811443012632196 23.811443012632196 58628.40141199995 58616.420231500175 18.597911764509018 18.777611665527395 18.597911764509018 1.7163014466554103 4.008275549961336 2.524357283892743 302.03114704719997 10.524457506884499 0.0014582799656759349 15.329401138906478 16.14924070098877 15.58487074602127 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 0.36197861734954073 302.031047639058 10.5250528723591 0.012330727696016619 22.778484696788787 22.227953259181977 22.878053001976014 0.0 False False 0.3 0.7 1.5 0.02 8 3 11.981180499773473 2.524357283892743 4.008275549961336 0.5643699549674999 0.629786363843447 -2.6283709645386253 -3.0130410184877476 False 0.041 Inputed -17.72103662916001 -17.541336728141633 """""" """""" """"""
-0.180039359924457 0.3422802694073959 -3.8022965267705215 17.278604725583147 5648.83902996362 75.56327175385522 43 22 22 40.87900460045785 60 True True 2021mgb 178.7275125 24.925994444444445 SNIa 0.03426 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 178.7275125 24.925994444444445 TNS 2021mgb ZTF21abbaerh 2021mgb SNIa 0.03426 -0.024561929883006428 0.909934164625227 0.1643447542695462 0.3810235776536146 0.909934164625227 1.5908044323559274 14.077364017601418 14.077364017601418 26.80164058285643 26.80164058285643 59358.24302079994 59346.31831019977 16.95631080051858 16.95631080051858 17.086687742740732 2.848592754680797 1.5258747005178555 3.6209889204124397 178.72774898889952 24.925011743692203 0.00029330280913109075 14.727976827990414 15.812049303779602 15.087040243791343 0.8 """""" """""" """""" """""" 0 False True all False False 0 1.5258747005178555 3.6209889204124397 178.72774898889952 24.925011743692203 0.00029330280913109075 14.727976827990414 15.812049303779602 15.087040243791343 0.8 False False 0.3 0.7 1.5 0.02 8 3 11.924710600171238 3.6209889204124397 1.5258747005178555 0.7250090599882597 2.373057839666349 -1.1442614967389773 -1.9996474989493898 False 0.03426 Inputed -18.838719954575396 -18.96909689679755 """""" """""" """"""
-0.14637457873901685 0.28754294901586913 -6.396245710951698 18.258435848222703 5811.529955349517 211.03708377600023 49 31 31 70.79115740023553 45 True True 2020aced 127.806175 18.71921944444444 SNIa 0.067 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 127.806175 18.71921944444444 TNS 2020aced ZTF20acwoamm 2020aced SNIa 0.067 -0.08725969118933108 0.1778539269217312 -0.025916612026545494 0.03863542426857336 0.1778539269217312 0.33140549767678706 9.109762028058624 9.109762028058624 61.68139537217691 61.68139537217691 59200.41155089997 59193.420567099936 17.682062727780767 17.682062727780767 17.738965728760558 4.992230456081326 0.7 1.7616290934415924 127.8066894906855 18.7192643628701 0.0069060191710700325 20.848105007929803 20.333709409570695 21.88155471092343 0.4 """""" """""" """""" """""" 1 False True all False False 0 1.0211049761704314 1.006687404172898 127.80621016 18.71949709 0.01780536951088152 22.07078090621233 21.81335560603142 23.386060609936713 0.775 False False 0.3 0.7 1.5 0.02 8 3 6.990983800031245 1.7616290934415924 0.7 -1.5478453013527371 2.5166129906308465 2.651646681789927 4.142588982162874 False 0.067 Inputed -19.659617720425306 -19.716520721405097 """""" """""" """"""
-0.030772849429062128 0.8317289703520491 -39.32582028889027 14.401251070162399 6048.963065191467 991.5937793859773 166 47 47 74.96127319987863 285 True True 2020rcq 179.31116666666662 49.29221944444444 SNIa 0.002597 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 179.31116666666662 49.29221944444444 TNS 2020rcq ZTF20abqvsik 2020rcq SNIa 0.002597 -0.12533657798797648 -0.0750257857171075 -0.11296651169391936 -0.10045877467211817 -0.0750257857171075 -0.04902856229701058 -33.31417258242095 -33.31417258242095 108.27544578229958 108.27544578229958 59144.53422449995 59144.509953700006 14.425435812176149 14.762894634145427 14.425435812176149 38.26893492681877 8.040750205246832 41.66652597448133 179.32558270191498 49.285470695230345 0.004108846168177971 12.297917420356274 14.653451435762644 12.504315756816863 0.74 """""" """""" """""" """""" 179 False True all False False 0 0.7 0.7835990303106006 179.31143516 49.29209016 0.015521757923951163 22.81 19.885602412879468 21.460935699546337 0.55 False False 0.3 0.7 1.5 0.02 8 3 0.024270799942314625 41.66652597448133 8.040750205246832 2.1491356789457807 5.181920207805071 -0.10944319838278282 -1.9211200553592853 False 0.002597 Inputed -15.88086627290196 -15.543407450932682 """""" """""" """"""
-0.05150095781361479 0.4193740008880525 -20.53663104772984 18.293898924710255 5009.054486318202 139.64987403732715 25 10 10 12.058726800139993 18 True False 2021hlv 115.23681249999998 69.13141388888889 SNIIb 0.021698 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 115.23681249999998 69.13141388888889 TNS 2021hlv ZTF21aarasky 2021hlv SNIIb 0.021698 0.29948099675601725 0.8518006725063927 0.4232872049941605 0.5562540410757109 0.8518006725063927 1.1907790982973516 -3.663310811878123 -3.663310811878123 15.722037612018116 15.722037612018116 59302.165914400015 59302.165914400015 18.072884498448005 18.072884498448005 18.259576830059057 10.402932377219065 2.1558760954011134 1.3502414462644705 115.23580639 69.13152445 0.00021744795984912635 14.457716877675056 15.491756010842323 14.911050779652596 0.89 """""" """""" """""" """""" 0 False True all False False 0 2.1558760954011134 1.3502414462644705 115.23580639 69.13152445 0.00021744795984912635 14.457716877675056 15.491756010842323 14.911050779652596 0.89 False False 0.3 0.7 1.5 0.02 8 3 0.0 1.3502414462644705 2.1558760954011134 0.580705231189727 0.6263075364789228 -2.5811284876056817 -3.348526050406461 False 0.021698 Inputed -16.66720074239274 -16.853893074003793 """""" """""" """"""
-0.13114213981929634 0.5139490625636234 -5.791118913300013 17.427816973690238 4940.812659665609 135.15730612515853 85 38 38 34.01737269992009 24 True False 2020lhe 154.14021666666667 65.77449722222222 SNIa 0.04106 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 154.14021666666667 65.77449722222222 TNS 2020lhe ZTF20abciflj 2020lhe SNIa 0.04106 0.15536542949061882 0.6796789744899847 0.27219051706186903 0.398155827155783 0.6796789744899847 1.0046758834662164 15.305418599944751 15.305418599944751 18.711954099975337 18.711954099975337 59014.224490699824 58998.203599500004 17.299559359693397 17.344974205551672 17.299559359693397 1.1181765817626983 1.4041918931708204 0.24801986341734467 154.14036442 65.7744645 0.0006423283155045922 17.124816181457042 17.58408959887028 17.30487195497751 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.4041918931708204 0.24801986341734467 154.14036442 65.7744645 0.0006423283155045922 17.124816181457042 17.58408959887028 17.30487195497751 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.020891199819744 0.24801986341734467 1.4041918931708204 0.2792176438927676 0.1766281835293098 0.2391153933186061 0.0053125952841135415 False 0.04106 Inputed -19.022595884997425 -18.97718103913915 """""" """""" """"""
-0.12732945735188422 0.378217846189476 -6.012731449019675 19.060053569843472 5661.392579353358 202.0740626548548 27 13 13 21.03180560003966 41 True True 2020npa 207.01193333333333 32.07266666666667 SNIa 0.103 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 207.01193333333333 32.07266666666667 TNS 2020npa ZTF20abisrhp 2020npa SNIa 0.103 -0.054483603764658994 0.2312832934066229 0.011451757711487431 0.08096398562089746 0.2312832934066229 0.39764865292725204 16.594299863548482 16.594299863548482 4.43750573649118 4.43750573649118 59039.176388899796 59024.205335599836 18.69746794238824 18.69746794238824 18.84782733411652 0.45252656112461404 1.7163380086913713 2.759440316961368 207.0114175906065 32.073296386885744 0.0068447845518087025 19.068721795082986 19.690040032236574 19.23123234961033 0.9333333333333333 """""" """""" """""" """""" 1 False True all False False 0 0.7 2.0323415142538135 207.011294257021 32.0728261730208 0.0640494472573725 23.57497797721982 23.058575655853748 22.982144607373478 0.25 False False 0.3 0.7 1.5 0.02 8 3 14.971053299959749 2.759440316961368 1.7163380086913713 0.4588076826262437 1.6077487668441919 0.9925720898483341 0.38340501549381045 False 0.103 Inputed -19.50144921626631 -19.65180860799459 """""" """""" """"""
-0.009371688490972847 0.5242185173761922 -27.379869302751864 18.15530259788541 4510.5027875712985 168.0032429931765 17 17 17 65.94535879977047 35 True True 2019smv 165.56945791666 44.334631 SNII 0.0246 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 165.56945791666 44.334631 TNS 2019smv ZTF19aceckdq 2019smv SNII 0.0246 0.513526821338381 1.0174487375245178 0.6288387169031964 0.7510382342121424 1.0174487375245178 1.315662153363327 52.535860450884165 52.535860450884165 13.40949834888631 13.40949834888631 58776.50797449984 58765.50689810002 18.13158610071201 18.374753280672486 18.13158610071201 3.657666311165344 2.685146931435574 2.3865140380285172 165.57003977852202 44.33514699636365 0.0007536110200762058 15.401893563899993 15.952056678391099 15.538884687645435 0.99 """""" """""" """""" """""" 0 False True all False False 0 2.685146931435574 2.3865140380285172 165.57003977852202 44.33514699636365 0.0007536110200762058 15.401893563899993 15.952056678391099 15.538884687645435 0.99 False False 0.3 0.7 1.5 0.02 8 3 11.001076399814337 2.3865140380285172 2.685146931435574 0.41317199074566346 0.8887834070043247 -2.4226966022813876 -2.5927014130665746 False 0.0246 Inputed -17.069356203949276 -16.8261890239888 """""" """""" """"""
-0.16374870161001487 0.19745456800987013 -6.293274457247128 18.81908155234208 5446.334269658892 147.82851455272348 81 51 51 61.99428239976987 47 True False 2020acqv 196.01296249999996 78.58613888888888 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 196.01296249999996 78.58613888888888 TNS 2020acqv ZTF20acwqkuz 2020acqv SNIa 0.08 0.014268512971412406 0.44273154639909507 0.11042164529400722 0.21362961457338514 0.44273154639909507 0.7048331132850514 15.594673117180001 15.594673117180001 46.39960928258987 46.39960928258987 59205.42466440005 59193.4436458 18.27874017233096 18.27874017233096 18.438889689736158 0.7303649127695446 0.6047780509868713 2.6918220884295034 196.01028469 78.58561138 0.0053314011090567215 19.792777234482767 20.832849898982047 20.00247589622736 0.5799999999999998 """""" """""" """""" """""" 0 False True all False False 0 0.6047780509868713 2.6918220884295034 196.01028469 78.58561138 0.0053314011090567215 19.792777234482767 20.832849898982047 20.00247589622736 0.5799999999999998 False False 0.3 0.7 1.5 0.02 8 3 11.981018600054085 2.6918220884295034 0.6047780509868713 0.830374002754688 4.450925565233415 2.554109726651088 1.5635862064912018 False 0.08 Inputed -19.35104433233522 -19.51119384974042 """""" """""" """"""
-0.013118482907456975 0.22825058579460497 -12.182625038629599 20.031619204391152 3900.7869197456266 295.5430593226687 41 17 17 65.06144679989666 46 True True 2018eub 356.7837275 30.843506611111 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 356.7837275 30.843506611111 TNS 2018eub ZTF18adlvnwy 2018eub CV 0.0 0.5582103869417203 0.8367053319766384 0.6244413104191651 0.692893711823011 0.8367053319766384 0.99015093511969 114.46887682362865 114.46887682362865 -49.40743002373199 -49.40743002373199 59778.42762729991 59764.38908560015 19.756624131382345 20.96340524999139 19.756624131382345 0.8280887403206447 0.6229942185865459 0.09146009266450777 356.7837248541765 30.8434813072917 0.006112338354867464 22.235624395741226 22.814863955261707 22.537790397000315 0.21249999999999997 """""" """""" """""" """""" 0 False True all False False 0 0.6229942185865459 0.09146009266450777 356.7837248541765 30.8434813072917 0.006112338354867464 22.235624395741226 22.814863955261707 22.537790397000315 0.21249999999999997 False False 0.3 0.7 1.5 0.02 8 3 14.038541699759662 0.09146009266450777 0.6229942185865459 0.27707355826139235 0.14680728959574157 1.8514587052703178 2.781166265617969 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.16131037019369043 0.24821840406732343 -8.212283329957897 18.39132094440046 5917.031555583899 181.1917268838656 25 17 17 62.0392708000727 54 True True 2019dlh 146.52554208333 67.20695 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 146.52554208333 67.20695 TNS 2019dlh ZTF19aaptwpu 2019dlh SNIa 0.07 -0.09100788260569104 0.22207063234905888 -0.019486749348128996 0.05640422378659338 0.22207063234905888 0.4076089519743036 14.484366176402238 14.484366176402238 47.55490462367046 47.55490462367046 58598.2353356001 58584.17697919998 17.805738757307854 17.805738757307854 18.074034336620556 1.6356896418903155 1.9999750852733311 1.7773418166134896 146.52680933591148 67.20700220792735 0.0028049644394455564 17.908346632723806 18.472545241661074 18.167964180617332 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.9999750852733311 1.7773418166134896 146.52680933591148 67.20700220792735 0.0028049644394455564 17.908346632723806 18.472545241661074 18.167964180617332 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.058356400113553 1.7773418166134896 1.9999750852733311 0.3045810610437414 0.8886819789410452 0.66680648435322 0.09392984399677573 False 0.07 Inputed -19.42113161497024 -19.689427194282942 """""" """""" """"""
-0.12613090122481607 0.26011438324998426 -7.40830736187743 19.16798059652662 5708.203293374265 284.1067146863685 34 31 31 64.00760410027578 48 True True 2020pj 232.89566666666664 33.09485277777778 TDE 0.068 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 232.89566666666664 33.09485277777778 TNS 2020pj ZTF20aabqihu 2020pj TDE 0.068 -0.06983831613194269 0.12476278688928488 -0.023896770535454692 0.023817433112917286 0.12476278688928488 0.23340551762590067 14.249582773608697 14.249582773608697 49.75802132666709 49.75802132666709 58861.490937499795 58850.50952549977 18.59452194193059 18.59452194193059 18.649057335037973 1.4956220608488862 0.960299208668271 0.2210052261669402 232.89570383800702 33.09490568350215 0.000354987517969807 17.3372239407599 18.352033543112277 17.740375175828934 1.0 """""" """""" """""" """""" 0 False True all False False 0 0.960299208668271 0.2210052261669402 232.89570383800702 33.09490568350215 0.000354987517969807 17.3372239407599 18.352033543112277 17.740375175828934 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.981412000022829 0.2210052261669402 0.960299208668271 0.6116583672833436 0.23014204757434617 -0.2424883988183133 -0.9086821592090395 False 0.068 Inputed -18.782186666931075 -18.836722060038458 """""" """""" """"""
-0.023191556133457296 0.5016113140694111 -7.114382453106974 16.63138034705834 5650.291900506334 103.94611962894385 34 24 24 49.88690980011597 157 True True 2018evy 275.65908291666 15.696569 SNII 0.018 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 275.65908291666 15.696569 TNS 2018evy ZTF18abmdpwe 2018evy SNII 0.018 -0.0005798066067370655 0.6397647101669186 0.13667750138530366 0.2884014537409456 0.6397647101669186 1.0635635013020135 26.467816552309326 26.467816552309326 23.419093247806646 23.419093247806646 58344.154074099846 58340.321053199936 16.472740541734147 16.472740541734147 16.679080784516987 7.413756436968105 2.839830581162353 16.205452054975073 275.65679653739 15.7004956800629 0.01173118634968584 16.19952525970459 16.67210717792511 15.902359470510483 0.9875 """""" """""" """""" """""" 8 True True all False False 0 1.340344704525696 1.8991029460861486 275.65950308 15.69623037 0.0028477024589710354 18.68352685198784 14.478725472354888 18.558809457302093 1.0 False False 0.3 0.7 1.5 0.02 8 3 3.83302089991048 16.205452054975073 2.839830581162353 0.7697477074146271 5.70648550743549 0.1993666361909625 -0.7767213140065046 False 0.018 Inputed -17.839921106748218 -18.046261349531058 """""" """""" """"""
-0.006253153519855719 0.8727704694311904 -21.322751461181525 18.00189969658477 6707.993900217109 129.1284304337784 234 112 112 74.03962960001081 45 True True 2019tjt 4.2653045833333 31.572528694444 SNII 0.0476 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 4.2653045833333 31.572528694444 TNS 2019tjt ZTF19acignlo 2019tjt SNII 0.0476 -0.09810374594634652 0.36024061191464796 0.002860031835172805 0.11254128199530555 0.36024061191464796 0.6496754472700346 6.470908801732783 6.470908801732783 67.56872079827804 67.56872079827804 58788.157546299975 58782.12613430014 17.674620175937825 17.674620175937825 17.797614054111285 7.708442128558709 2.9653466004695472 7.407152255609084 4.2660273866553755 31.570565470775847 0.0034123639576246756 16.130140463562014 16.679112164359093 16.303799565849303 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 5.585128287064641 4.2668487 31.57335104 0.08524780015641653 21.736169992899896 23.64 24.100914999079706 0.0 False False 0.3 0.7 1.5 0.02 8 3 6.031411999836564 7.407152255609084 2.9653466004695472 0.37531259850979026 2.497904378002963 -0.9955080115787318 -1.4938144882619824 False 0.0476 Inputed -18.848876963345703 -18.971870841519163 """""" """""" """"""
-0.09373376171272181 0.40261345833705275 -8.125563825887575 18.495732465344986 5589.457589479011 185.00615145501828 41 17 17 60.77208340028301 60 True True 2020pyj 315.43929999999995 -17.57576388888889 SNIa 0.082 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 315.43929999999995 -17.57576388888889 TNS 2020pyj ZTF20abnlsww 2020pyj SNIa 0.082 -0.01900705509516243 0.30522060922519145 0.05530227884292316 0.1339848516905029 0.30522060922519145 0.4962760423736299 20.521692801908696 20.521692801908696 40.25039059837431 40.25039059837431 59069.39929400012 59050.45802079979 18.241335333308893 18.283148165823068 18.241335333308893 0.2523744222556589 2.6635516719196617 1.1107716314688407 315.43908483 -17.5755334 0.0025138213553298483 17.190894428777696 17.757989197778702 17.48780612578392 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.6635516719196617 1.1107716314688407 315.43908483 -17.5755334 0.0025138213553298483 17.190894428777696 17.757989197778702 17.48780612578392 1.0 False False 0.3 0.7 1.5 0.02 8 3 18.941273200325668 1.1107716314688407 2.6635516719196617 0.27018307199478286 0.4170265000597082 -0.5251589680443658 -0.7535292075249735 False 0.082 Inputed -19.603165169137647 -19.56135233662347 """""" """""" """"""
-0.01607832696255963 0.13225953216258635 -6.486384808629847 18.98500773567368 5064.95639517505 137.8982199982569 89 46 46 72.67598380008712 48 True True 2019mfu 16.951682916666 16.470032583333 SNII 0.054681 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 16.951682916666 16.470032583333 TNS 2019mfu ZTF19abjpntj 2019mfu SNII 0.054681 0.1243586620059034 0.6261973953996396 0.23636743437903363 0.3570094143493563 0.6261973953996396 0.9362816618679837 138.29981214090037 138.29981214090037 -65.62382834081326 -65.62382834081326 58712.42100689979 58693.4556828998 18.811040212504487 18.81909470752745 18.811040212504487 1.8401686121330512 4.750951366473203 9.209877857416751 16.95325630966095 16.46796659876835 0.0018690248742285753 14.461500016106367 15.29721186744213 14.841943771970271 1.0 """""" """""" """""" """""" 7 True True all False False 0 1.2939498985879205 1.2518955726571264 16.95136136 16.46987183 0.0003079440571190917 16.10576837736368 16.82143908867836 22.972555519247056 1.0 False False 0.3 0.7 1.5 0.02 8 3 18.965323999989778 9.209877857416751 4.750951366473203 0.4552680954718582 1.9385333898405208 -3.521882840085322 -3.9690964405342157 False 0.054681 Inputed -18.140213136961183 -18.13215864193822 """""" """""" """"""
-0.10768857459367118 0.8405290537249998 -0.6183130473391544 16.735723078455912 5972.30359972333 147.62828097477953 31 20 20 23.91956019960344 42 True True 2021hoz 270.7783708333333 49.14046666666667 Varstar 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 270.7783708333333 49.14046666666667 TNS 2021hoz ZTF21aaqzrat 2021hoz Varstar 0.0 -0.15270259986704104 0.22168460522222233 -0.06904180335839527 0.021007490624466385 0.22168460522222233 0.45229982119082024 7.019764769058612 7.019764769058612 16.899795430544827 16.899795430544827 59310.47348379996 59304.448611100204 16.499176595665 16.499176595665 16.66224781234856 23.179974327419703 0.7165312586477443 0.06756763134996481 270.77836807670803 49.140447984721305 0.011142393565051645 22.66513467604995 22.11615848265171 22.065220433013437 0.20833333333333334 """""" """""" """""" """""" 0 False True all False False 0 0.7165312586477443 0.06756763134996481 270.77836807670803 49.140447984721305 0.011142393565051645 22.66513467604995 22.11615848265171 22.065220433013437 0.20833333333333334 False False 0.3 0.7 1.5 0.02 8 3 6.02487269975245 0.06756763134996481 0.7165312586477443 0.05093804963827253 0.09429823267931135 5.616981886986711 5.402972620664876 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.14070124002903175 0.3124659866605944 -9.355886788367306 19.048886998644935 5560.544906474286 136.6674974230122 38 24 24 41.957303300034255 48 True True 2020pxy 334.8758166666666 -3.5131833333333335 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 334.8758166666666 -3.5131833333333335 TNS 2020pxy ZTF20abmbxrq 2020pxy SNIa 0.09 0.02132479110434815 0.4927198307541687 0.1262033015561279 0.23940415015117722 0.4927198307541687 0.7854762483818227 13.871954310762732 13.871954310762732 28.085348989271523 28.085348989271523 59061.35965280002 59046.3993981001 18.62507490211686 18.705782432974743 18.62507490211686 1.3050002269296515 3.1362291791859978 5.5312426232419085 334.8759618279255 -3.51471294285267 0.002776180127507244 16.190652649378777 17.13902136651516 16.52539531853676 0.99 """""" """""" """""" """""" 0 False True all False False 0 3.1362291791859978 5.5312426232419085 334.8759618279255 -3.51471294285267 0.002776180127507244 16.190652649378777 17.13902136651516 16.52539531853676 0.99 False False 0.3 0.7 1.5 0.02 8 3 14.960254699923098 5.5312426232419085 3.1362291791859978 0.6136260479783999 1.7636602133385966 -1.5667610664595841 -2.0996795835801016 False 0.09 Inputed -19.425309743062375 -19.344602212204492 """""" """""" """"""
-0.13149658345542048 0.3134851325620713 -15.17420180446436 19.112332853963032 5584.822780028141 210.26917249647855 7 7 7 13.969363400246948 31 True True 2021qas 4.281762499999999 21.984947222222225 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 4.281762499999999 21.984947222222225 TNS 2021qas ZTF21abgyxyn 2021qas SNIa 0.09 0.020431389214692786 0.31041204151115664 0.08762972071448871 0.15827308284315933 0.31041204151115664 0.47792858885445355 -6.35265440303391 -6.35265440303391 20.322017803280858 20.322017803280858 59382.435324099846 59382.435324099846 18.91974950883808 18.91974950883808 18.945643889748887 3.7275489015960632 0.6510808399287333 1.4772641098122266 4.281758681860875 21.98453688635455 0.0002967654250934926 17.05290018612385 18.289821503965854 17.423259617712496 0.9850000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.6510808399287333 1.4772641098122266 4.281758681860875 21.98453688635455 0.0002967654250934926 17.05290018612385 18.289821503965854 17.423259617712496 0.9850000000000001 False False 0.3 0.7 1.5 0.02 8 3 0.0 1.4772641098122266 0.6510808399287333 0.8665618862533577 2.2689411501863983 -0.6299280048722267 -1.5223842720363905 False 0.09 Inputed -19.10474075543035 -19.130635136341155 """""" """""" """"""
-0.010516486178374121 0.7272276460189115 -4.4609888157037005 18.163840919154932 5283.033475274416 140.50242621200937 59 39 39 73.9044675999321 39 True True 2019dod 201.45820791666 34.495431 SNII 0.03422 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 201.45820791666 34.495431 TNS 2019dod ZTF19aaqdkrm 2019dod SNII 0.03422 0.041453334798831065 0.5048531405980867 0.1449266657066417 0.2563500208754377 0.5048531405980867 0.7908597713555245 31.93306961564741 31.93306961564741 41.97139798428469 41.97139798428469 58592.423669000156 58586.31688660011 17.933079552975702 17.933079552975702 17.951862295882552 2.500130710656015 4.5318585473749025 18.79640071613727 201.454718881261 34.49107303388255 0.006746756213528493 14.955151578633487 15.66574617613852 15.175396439350248 0.9949999999999999 """""" """""" """""" """""" 8 False True all False False 0 1.2402435737884514 4.34152560250363 201.458269399779 34.49422608572835 0.007954749911568082 18.933244024387598 19.10068323818922 19.019016736677884 0.7625000000000001 False False 0.3 0.7 1.5 0.02 8 3 6.106782400049269 18.79640071613727 4.5318585473749025 0.49034973678827143 4.147614167486574 -2.2673333768371826 -2.7764658565323046 False 0.03422 Inputed -17.970987339777718 -17.98977008268457 """""" """""" """"""
-0.14365103711457167 0.3678092673410571 -4.773952767205101 18.671947538598182 5804.845790028553 86.05643236273087 84 41 41 32.00540509959683 54 True False 2020acrz 83.24687083333332 -19.117386111111113 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 83.24687083333332 -19.117386111111113 TNS 2020acrz ZTF20acwujgz 2020acrz SNIa 0.07 -0.05357986311226881 0.7216261524950554 0.10705302865492428 0.28847451168098104 0.7216261524950554 1.263981315472293 9.203481113979889 9.203481113979889 22.801923985616938 22.801923985616938 59205.27348379977 59198.25869210018 18.299046568407494 18.299046568407494 18.432652780099083 0.7148031633656782 0.9710181879108399 0.9020020737548696 83.24703006 -19.11718575 0.011408060202053205 21.642213938331604 23.328622322821616 22.10253158559799 0.35 """""" """""" """""" """""" 0 False True all False False 0 0.9710181879108399 0.9020020737548696 83.24703006 -19.11718575 0.011408060202053205 21.642213938331604 23.328622322821616 22.10253158559799 0.35 False False 0.3 0.7 1.5 0.02 8 3 7.014791699592024 0.9020020737548696 0.9710181879108399 1.2260907372236254 0.9289239738089154 5.029575754414122 3.6698788054989073 False 0.07 Inputed -19.062513171491712 -19.1961193831833 """""" """""" """"""
-0.594824678656209 0.34374075410892857 0.6126363003165981 13.138677750955042 5799.118718291466 792.3937514298077 28 15 15 27.992338000331074 68 True False 2021dxi 258.0763041666666 13.4276 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 258.0763041666666 13.4276 TNS 2021dxi ZTF21aanehlz 2021dxi CV 0.0 -0.12320160711892392 -0.05976997681325713 -0.10767041590750281 -0.0919228878440066 -0.05976997681325713 -0.02672507555187309 4.449914529037952 4.449914529037952 23.542423471293123 23.542423471293123 59271.50785879977 59269.46584489988 12.711261612113658 12.711261612113658 13.16984612892283 392.83645754533853 0.8425033065066665 0.2075673509546903 258.07627276 13.4276489 0.005024566402063058 21.169781154823305 20.776950895404816 20.758902061748504 0.05 """""" """""" """""" """""" 0 False True all False False 0 0.8425033065066665 0.2075673509546903 258.07627276 13.4276489 0.005024566402063058 21.169781154823305 20.776950895404816 20.758902061748504 0.05 False False 0.3 0.7 1.5 0.02 8 3 2.0420138998888433 0.2075673509546903 0.8425033065066665 0.01804883365631227 0.24636977606098914 8.065689283291158 7.589055932825675 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.1052054497791649 0.36739104214171026 -8.215712590263974 19.622729920389766 5679.442499179602 205.99929271436605 31 17 17 23.98409719998017 67 True True 2018lpp 12.526854166666 39.956903111111 SNIa 0.14 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 12.526854166666 39.956903111111 TNS 2018lpp ZTF18abtcdfv 2018lpp SNIa 0.14 -0.045442172574460926 0.2363600294295196 0.019687836812494197 0.08827584138315103 0.2363600294295196 0.3999218513724081 16.391419885148466 16.391419885148466 7.592677314831706 7.592677314831706 58379.36886569997 58364.27957180003 19.316466321094595 19.316466321094595 19.37579694536634 0.3900688957665562 0.8576455656531333 0.7342643432181899 12.526591010770701 39.95687292588275 0.009274634154851746 21.7307528002429 23.023065483367443 22.268924517624377 0.3642857142857143 """""" """""" """""" """""" 0 False True all False False 0 0.8576455656531333 0.7342643432181899 12.526591010770701 39.95687292588275 0.009274634154851746 21.7307528002429 23.023065483367443 22.268924517624377 0.3642857142857143 False False 0.3 0.7 1.5 0.02 8 3 15.089293899945915 0.7342643432181899 0.8576455656531333 0.7541409657430655 0.8561396136398334 3.7065991622728482 2.893127572258038 False 0.14 Inputed -19.65572992244242 -19.715060546714163 """""" """""" """"""
-0.12603058437725906 0.26806610025328836 -1.4925826512002793 18.66005418184723 5705.392188923415 98.43670285734902 35 28 28 56.86494220001623 58 True True 2020izd 248.58918749999995 13.097244444444446 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 248.58918749999995 13.097244444444446 TNS 2020izd ZTF20aaxxepr 2020izd SNIa 0.08 -0.08310634616494283 0.5583274297708378 0.0528271577794186 0.2041913959624111 0.5583274297708378 0.9906682752918918 18.949693456818196 18.949693456818196 37.915248743198035 37.915248743198035 58977.37513889978 58967.378911999986 18.114781404447136 18.114781404447136 18.317018504615124 1.226557040782027 0.8958176797028797 7.264283704817532 248.5874602057595 13.09835863312805 0.04476329946019719 20.17084014198303 21.272251770472526 20.05965421511173 0.81875 """""" """""" """""" """""" 2 False True all False False 0 0.7 5.675873704556495 248.58785632 13.09814151 0.15660329483329205 22.548862098908426 20.941444509339334 20.60799304242134 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.996226899791509 7.264283704817532 0.8958176797028797 1.2125975553607944 8.109109553661536 3.1574703660253896 1.7426357104966073 False 0.08 Inputed -19.472915517456254 -19.675152617624242 """""" """""" """"""
-0.19073587995900315 0.2680487444440813 -6.399899633635977 17.52678495501793 5661.5989206878985 97.25152510288271 106 75 75 58.97300919983536 59 True True 2020rli 42.83594166666666 45.08282500000001 SNIa 0.046 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 42.83594166666666 45.08282500000001 TNS 2020rli ZTF20abthxfr 2020rli SNIa 0.046 -0.006844795205367404 0.6840510005583447 0.13966280505320583 0.30272348378617764 0.6840510005583447 1.149599433955288 13.455245049459641 13.455245049459641 45.51776415037572 45.51776415037572 59090.37797449995 59077.425497699995 17.048970213173213 17.048970213173213 17.189295410014577 3.2595756371579125 2.305513518437712 1.3517436011283612 42.835594020615545 45.08310913835375 0.0008993218289945482 16.16451285800457 17.284863858394623 16.537431765699388 0.99 """""" """""" """""" """""" 0 False True all False False 0 2.305513518437712 1.3517436011283612 42.835594020615545 45.08310913835375 0.0008993218289945482 16.16451285800457 17.284863858394623 16.537431765699388 0.99 False False 0.3 0.7 1.5 0.02 8 3 12.952476799953729 1.3517436011283612 2.305513518437712 0.7474320926952345 0.5863091195597695 0.23589364522140954 -0.6518636443151884 False 0.046 Inputed -19.38212433305456 -19.522449529895923 """""" """""" """"""
-0.126538480408155 0.353369477873308 -13.38748199599404 17.479985647276457 4625.033411348592 188.78265966712945 9 7 7 10.016180600039661 33 True True 2019fxo 165.96917333333 -3.336995305555 SNIbc 0.024 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 165.96917333333 -3.336995305555 TNS 2019fxo ZTF19aaxdzqt 2019fxo SNIbc 0.024 0.3055283390698307 0.7003103278773786 0.3965824614576263 0.492591065696093 0.7003103278773786 0.9304753166757962 -5.136165867025364 -5.136165867025364 15.152346467065025 15.152346467065025 58638.21234950004 58638.18178239977 17.36650690468531 17.60727473674993 17.36650690468531 5.0734219452778895 4.210007528442676 8.325377529749913 165.9685608261005 -3.339225607816085 0.010311487541748932 17.00719795586467 17.56303740196705 17.064790947201253 0.9099999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.8473668920648326 7.403604384149972 165.969086237673 -3.334940587619395 0.11258594821535817 21.3929580168736 24.421498222761155 22.823522483053207 0.0 False False 0.3 0.7 1.5 0.02 8 3 0.030567100271582603 8.325377529749913 4.210007528442676 0.4982464547657983 1.9775208176004266 -0.044237334782877724 -0.3017159574840562 False 0.024 Inputed -17.780488733229753 -17.539720901165133 """""" """""" """"""
-0.10776318821927618 0.6398208848307732 -6.93836671592728 17.178775913998688 5212.712400037601 143.34611098549857 33 14 14 33.99380789976567 75 True False 2021aid 3.879666666666666 46.964488888888894 SNIa 0.045 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 3.879666666666666 46.964488888888894 TNS 2021aid ZTF21aadtkki 2021aid SNIa 0.045 0.08420272345245294 0.55110905838416 0.18878419492093812 0.3011728125232125 0.55110905838416 0.8377657403075816 17.185668980898324 17.185668980898324 16.808138918867346 16.808138918867346 59248.13773149997 59228.15766200004 17.17875348885069 17.17875348885069 17.28349125268963 1.1675696650420238 4.484418355290471 3.984037263328145 3.88092414 46.96379012 0.0032032770833115842 15.958144657230378 16.68767199268341 16.293749723005295 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.484418355290471 3.984037263328145 3.88092414 46.96379012 0.0032032770833115842 15.958144657230378 16.68767199268341 16.293749723005295 1.0 False False 0.3 0.7 1.5 0.02 8 3 19.980069499928504 3.984037263328145 4.484418355290471 0.3939222696781144 0.8884178387656443 -0.49108149616727914 -0.9897415296843342 False 0.045 Inputed -19.239684187058273 -19.344421950897214 """""" """""" """"""
-0.09884157869322541 0.3949322862532048 -13.846632176325478 18.97782939734028 5733.597640802743 147.16408347501346 31 19 19 33.0443518999964 45 True False 2019cev 153.49926374999 -19.58999611111 SNIa 0.095 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 153.49926374999 -19.58999611111 TNS 2019cev ZTF19aanjjgr 2019cev SNIa 0.095 0.014430141068963565 0.4451591932779593 0.11104514864138793 0.2147811714364991 0.4451591932779593 0.7088703581409561 14.59707049618978 14.59707049618978 18.44728140380662 18.44728140380662 58587.25439810008 58568.209988399874 18.6522096154006 18.74311102078 18.6522096154006 0.7630064332721421 0.7744921577224899 1.6952024346435437 153.49932327 -19.59046365 0.0037236571893387582 19.979685662961007 20.859752275705336 20.499647426104545 0.21000000000000002 """""" """""" """""" """""" 0 False True all False False 0 0.7744921577224899 1.6952024346435437 153.49932327 -19.59046365 0.0037236571893387582 19.979685662961007 20.859752275705336 20.499647426104545 0.21000000000000002 False False 0.3 0.7 1.5 0.02 8 3 19.044409700203687 1.6952024346435437 0.7744921577224899 0.36010484960079125 2.188792252756361 2.1166412549253373 1.8474378107039442 False 0.095 Inputed -19.51788011774466 -19.426978712365262 """""" """""" """"""
-0.16335807452266632 0.3885333288873679 -3.942737984665348 19.18879717361008 5394.851655247334 206.92522086575082 34 18 18 31.07600690005347 49 True True 2018lpg 248.86011124999 62.534335194444 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 248.86011124999 62.534335194444 TNS 2018lpg ZTF18abclalx 2018lpg SNIa 0.1 -0.004810352481758429 0.2847162850657483 0.06217381124240262 0.1326668565970195 0.2847162850657483 0.45245796546582184 10.844843509745136 10.844843509745136 20.231163390308335 20.231163390308335 58299.20293979999 58290.20250000013 18.909502692141544 18.909502692141544 18.967736608932153 0.8079350640352364 1.370647699450437 1.4635485151213388 248.860748557662 62.534054345824856 0.0025506691907943857 18.684729545269015 19.784935615409612 18.967844055030348 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.370647699450437 1.4635485151213388 248.860748557662 62.534054345824856 0.0025506691907943857 18.684729545269015 19.784935615409612 18.967844055030348 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.000439799856395 1.4635485151213388 1.370647699450437 0.8170915603792643 1.0677787703639312 0.8754329232680682 0.00010744609819468565 False 0.1 Inputed -19.316005489538774 -19.374239406329384 """""" """""" """"""
-0.19322305877494303 0.2572735854812699 -5.26457853161523 18.89406848713639 5820.580785343604 59.126177699070425 29 19 19 30.97576389973983 47 True True 2020iyh 185.95105416666664 3.0107 SNIa 0.087 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 185.95105416666664 3.0107 TNS 2020iyh ZTF20aaxfzhw 2020iyh SNIa 0.087 -0.012846946415471905 1.2905158625830992 0.2356627438343466 0.5311701502795536 1.2905158625830992 2.3322763442295056 12.704227303652242 12.704227303652242 18.27153659608759 18.27153659608759 58978.19204859994 58967.24939810019 18.46347556165161 18.46347556165161 18.595337357038186 1.1574692910131599 0.6897608155847195 26.40572904137897 185.9552447857575 3.0046760328343103 0.12413588512198659 18.246547943983078 19.67582729943037 18.66783149716735 0.9099999999999999 """""" """""" """""" """""" 8 False True all False False 0 0.7 8.222563682773309 185.95194289 3.01280457 0.8797009259124501 24.93040600503683 26.647398550903798 23.31552337037921 0.5 False False 0.3 0.7 1.5 0.02 8 3 10.942650499753654 0.0 0.0 0.0 0.0 5.176524438348391 4.674662642961813 True 0.087 Inputed -19.38003709626254 -19.511898891649118 """""" """""" """"""
-0.1854658764487014 0.2231014711997681 -7.9602318348183445 18.16703553539777 4643.014376355481 142.75029107700794 29 17 17 50.71113430010155 36 True True 2018kva 128.81752333333 48.317599694444 SNIc 0.0429 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 128.81752333333 48.317599694444 TNS 2018kva ZTF18aczqzrj 2018kva SNIc 0.0429 0.27398560792921955 0.8044964973090956 0.39314350646178653 0.5209544511644602 0.8044964973090956 1.1288876804800836 11.08710310905383 11.08710310905383 39.62403119104772 39.62403119104772 58486.470000000205 58475.511099500116 17.735437088628476 17.91154496756453 17.735437088628476 3.705110472387603 3.7466906636163606 2.2582668453037598 128.8180401539005 48.31707492849855 0.0043335782965653324 16.95230078887403 17.57196920683861 17.20329485498786 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.7466906636163606 2.2582668453037598 128.8180401539005 48.31707492849855 0.0043335782965653324 16.95230078887403 17.57196920683861 17.20329485498786 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.95890050008893 2.2582668453037598 3.7466906636163606 0.3686743518507498 0.6027364007478663 -0.3395757607259213 -0.5321422336406165 False 0.0429 Inputed -18.68287084861581 -18.506762969679755 """""" """""" """"""
-0.27392558144606705 0.1322890478519237 -16.112896939704996 17.41972621369252 6004.22196474213 109.02792489229387 55 24 24 66.85188660025597 65 True False 2021akl 194.92462083333328 -5.424413888888889 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 194.92462083333328 -5.424413888888889 TNS 2021akl ZTF21aaetnfe 2021akl SNIa 0.04 0.024862677036761482 0.6410722223010801 0.15799074076930353 0.3044109463918261 0.6410722223010801 1.0435935714461309 11.202461699768216 11.202461699768216 55.64942490048775 55.64942490048775 59249.435914400034 59229.50491899997 16.917711307275404 16.917711307275404 17.037285533779595 7.416782630351735 3.2589853777927273 15.746463589122246 194.92860736 -5.42625283 0.002921468849678588 14.384142847251892 15.278251721835137 14.685337613666057 0.96 """""" """""" """""" """""" 0 False True all False False 0 3.2589853777927273 15.746463589122246 194.92860736 -5.42625283 0.002921468849678588 14.384142847251892 15.278251721835137 14.685337613666057 0.96 False False 0.3 0.7 1.5 0.02 8 3 19.930995400063694 15.746463589122246 3.2589853777927273 0.5929141081690794 4.831707345611702 -1.6394595854402674 -2.3519479201135383 False 0.04 Inputed -19.227519353701823 -19.347093580206014 """""" """""" """"""
-0.11505618715587185 0.4235226841922648 -3.9425431258144785 19.04817127446193 5639.5586478736695 138.4834256692841 45 23 23 45.89821759983897 58 True True 2019hup 239.36018083333 29.5279895 SNIa 0.11 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 239.36018083333 29.5279895 TNS 2019hup ZTF19aaypehm 2019hup SNIa 0.11 -0.0511342775779724 0.3879629941219669 0.04653750699171866 0.1519775202661542 0.3879629941219669 0.6606765713969942 14.564963353976662 14.564963353976662 31.33325424586231 31.33325424586231 58655.312905100174 58644.27260420006 18.720897206264084 18.720897206264084 18.86272872532876 0.6986674193873886 1.4797121106276854 0.8655257851768587 239.3603344331865 29.5281893535765 0.0023713312152990884 18.609178782160285 19.212075702841283 18.850422711194753 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.4797121106276854 0.8655257851768587 239.3603344331865 29.5281893535765 0.0023713312152990884 18.609178782160285 19.212075702841283 18.850422711194753 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 11.040300900116563 0.8655257851768587 1.4797121106276854 0.36165299164652964 0.5849284999159111 0.4911784965771986 -0.012306014134008336 False 0.11 Inputed -19.632431057100927 -19.774262576165604 """""" """""" """"""
-0.1492955650502897 0.22930719477509034 -14.96138516977496 18.615664847638868 5370.98323619277 129.27696443884304 54 19 19 42.959618099965155 45 True True 2021ais 223.53354166666665 2.979513888888889 SNIa 0.080003 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 223.53354166666665 2.979513888888889 TNS 2021ais ZTF21aaekmoy 2021ais SNIa 0.080003 0.13935131262099887 0.6855413948943152 0.2603771014538232 0.39133865867808737 0.6855413948943152 1.0273768631416331 14.907578687100324 14.907578687100324 28.05203941286483 28.05203941286483 59248.50319440011 59228.49850689992 18.285747622414462 18.285747622414462 18.412624087492677 2.2852748851946396 1.1180824890706715 0.4317753052265738 223.53353833628051 2.979393997426565 0.0003647534808021158 16.941677516291143 17.938169757769106 17.309612904138564 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.1180824890706715 0.4317753052265738 223.53353833628051 2.979393997426565 0.0003647534808021158 16.941677516291143 17.938169757769106 17.309612904138564 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 20.004687500186265 0.4317753052265738 1.1180824890706715 0.6285568536305419 0.38617482113100354 -0.34757786464535556 -1.1030111833541127 False 0.080003 Inputed -19.37739278759694 -19.504269252675154 """""" """""" """"""
-0.06363140759386825 0.24049033328454447 -12.793879426685265 18.259518714880233 6413.072962707716 111.13920902939668 83 55 55 72.93391199968755 43 True True 2020lfn 246.73704166666667 20.24588888888889 SNII 0.044 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 246.73704166666667 20.24588888888889 TNS 2020lfn ZTF20abccixp 2020lfn SNII 0.044 -0.10439864461637782 0.4399694752239398 0.013070506250507208 0.14237744081674109 0.4399694752239398 0.795924760613314 17.54816812796766 17.54816812796766 55.385743871719896 55.385743871719896 59004.21899309987 58996.27273150021 17.597964000861353 17.597964000861353 17.72029911151074 7.881875438953144 2.356121742471795 2.7859317505155845 246.73728524476797 20.246628246349253 0.00479339560703218 18.026144630227087 18.42421138839245 18.08755208907843 0.9099999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.356121742471795 2.7859317505155845 246.73728524476797 20.246628246349253 0.00479339560703218 18.026144630227087 18.42421138839245 18.08755208907843 0.9099999999999999 False False 0.3 0.7 1.5 0.02 8 3 7.94626159965992 2.7859317505155845 2.356121742471795 0.3366592993140216 1.1824226653045857 0.8262473875310974 0.3672529775676878 False 0.044 Inputed -18.753558139955622 -18.87589325060501 """""" """""" """"""
-0.007223608862103239 0.26752928649899227 -8.398876226954604 17.537621228420182 4628.625174087376 166.89737195453057 37 23 23 69.94681710004807 66 True False 2019mkr 257.77408291666 5.8520499999999 SNII 0.0224 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 257.77408291666 5.8520499999999 TNS 2019mkr ZTF19abjrjdw 2019mkr SNII 0.0224 0.2701561419446534 0.7135938454163373 0.3713105505785883 0.4787343624636762 0.7135938454163373 0.9773240018202181 187.25248825981973 187.25248825981973 -117.30567115977166 -117.30567115977166 58711.29103010008 58698.16979169985 17.49079473869889 17.524744962925617 17.49079473869889 2.3675964762285338 3.1430940176442563 1.2371522861778768 257.7741917 5.85172383 0.0008184559044450701 15.283256119823456 21.637987546443938 18.701352341270447 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.1430940176442563 1.2371522861778768 257.7741917 5.85172383 0.0008184559044450701 15.283256119823456 21.637987546443938 18.701352341270447 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.121238400228322 1.2371522861778768 3.1430940176442563 2.9366352051734914 0.3936096977159851 4.113242583518321 1.210557602571555 False 0.0224 Inputed -17.50550951275008 -17.471559288523355 """""" """""" """"""
-0.17589882261249828 0.18780747301699494 -8.97942123725803 18.318988563493747 6037.893576958134 82.9639049807357 29 23 23 48.87466430012137 43 True True 2019cea 193.74824999999 52.230181 SNIa 0.0604 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 193.74824999999 52.230181 TNS 2019cea ZTF19aangier 2019cea SNIa 0.0604 -0.03606328761609845 0.7866184263384248 0.13334002864664285 0.3254189070952265 0.7866184263384248 1.3682565025855986 8.52900589120385 8.52900589120385 40.345658408917515 40.345658408917515 58575.30664349999 58567.30560189998 17.743137800809873 17.743137800809873 17.8674504429274 4.04984535543365 1.5737142177390298 2.8416950314307914 193.748775444505 52.2294602277641 0.0006327600285727097 16.030695256117582 17.10161926586747 16.37034875819147 0.97 """""" """""" """""" """""" 0 False True all False False 0 1.5737142177390298 2.8416950314307914 193.748775444505 52.2294602277641 0.0006327600285727097 16.030695256117582 17.10161926586747 16.37034875819147 0.97 False False 0.3 0.7 1.5 0.02 8 3 8.001041600015014 2.8416950314307914 1.5737142177390298 0.7312705076760011 1.8057249527258397 -0.6415185349424029 -1.4971016847359309 False 0.0604 Inputed -19.302678606010893 -19.42699124812842 """""" """""" """"""
-0.11139362156572027 0.3010912333052006 -9.12096838308636 18.389224991651655 5643.673890984781 118.82718984733708 55 37 37 54.98869209969416 42 True True 2021fou 129.13624166666665 64.75294166666667 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 129.13624166666665 64.75294166666667 TNS 2021fou ZTF21aapomdb 2021fou SNIa 0.07 0.012342692205212558 0.5636149190554391 0.1328414867040557 0.26438765663113273 0.5636149190554391 0.9165819804006752 6.724363773156917 6.724363773156917 48.264328326537246 48.264328326537246 59296.281365700066 59291.2117130002 17.960189629801093 17.960189629801093 18.06036914074866 2.466471440397174 1.3351846128987195 0.44584412686395775 129.1360873431095 64.75283676137576 0.004648226177995984 19.838773190152644 20.578270836806297 20.08229849940777 0.96 """""" """""" """""" """""" 0 False True all False False 0 1.3351846128987195 0.44584412686395775 129.1360873431095 64.75283676137576 0.004648226177995984 19.838773190152644 20.578270836806297 20.08229849940777 0.96 False False 0.3 0.7 1.5 0.02 8 3 5.069652699865401 0.44584412686395775 1.3351846128987195 0.495972337398527 0.3339194614413799 2.618081207005204 2.0219293586591114 False 0.07 Inputed -19.434796810842137 -19.534976321789703 """""" """""" """"""
-0.12980848049077584 0.29345981053768505 -15.126256181850433 18.017885045741064 5941.368597642739 137.46074685476236 42 32 32 74.97790509974584 52 True False 2021qoo 0.04316666666666666 38.405430555555554 SNIa 0.065 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 0.04316666666666666 38.405430555555554 TNS 2021qoo ZTF21abhkeak 2021qoo SNIa 0.065 -0.012227619840736281 0.4443273324466226 0.08933753314943971 0.19897191068958975 0.4443273324466226 0.7278805166034239 9.336271036925469 9.336271036925469 65.64163406282037 65.64163406282037 59399.40706019988 59384.389328700025 17.52550435176978 17.52550435176978 17.65235668490938 6.597609831406172 0.9809827256028819 0.23179522658266039 0.04320109 38.40548902 0.0007881114194333572 18.330108634138107 19.506191891384123 19.586841280651093 1.0 """""" """""" """""" """""" 0 False True all False False 0 0.9809827256028819 0.23179522658266039 0.04320109 38.40548902 0.0007881114194333572 18.330108634138107 19.506191891384123 19.586841280651093 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.0177314998582 0.23179522658266039 0.9809827256028819 -0.08064938926696996 0.236288795442556 1.980687539614344 1.934484595741715 False 0.065 Inputed -19.679435824052025 -19.806288157191624 """""" """""" """"""
-0.08441081389861967 0.35635300498219835 -13.404884471949096 19.124745805158028 5219.934926195207 111.75528524284826 26 20 20 40.92649309989065 48 True False 2019zkh 58.81491249999999 20.48313333333333 SNIa 0.13 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 58.81491249999999 20.48313333333333 TNS 2019zkh ZTF19adbsciy 2019zkh SNIa 0.13 0.18940569980684074 0.8587645371355634 0.335097414951143 0.49455111581169575 0.8587645371355634 1.291019723551372 21.79166835173887 21.79166835173887 19.13482474815178 19.13482474815178 58859.190624999814 58836.218020800035 18.884580340571613 18.928514284513682 18.884580340571613 0.568772908662307 0.641426985770463 0.41862355043540156 58.8148423 20.48303743 0.012300475267026711 22.957230455064774 23.000206682014465 23.041894815731048 0.05 """""" """""" """""" """""" 0 False True all False False 0 0.641426985770463 0.41862355043540156 58.8148423 20.48303743 0.012300475267026711 22.957230455064774 23.000206682014465 23.041894815731048 0.05 False False 0.3 0.7 1.5 0.02 8 3 22.97260419977829 0.41862355043540156 0.641426985770463 -0.04168813371658331 0.6526441196304883 4.071692397500783 4.157314475159435 False 0.13 Inputed -19.98190291525078 -19.937968971308713 """""" """""" """"""
-0.11947618849718432 0.2995299681879039 -11.43269679092757 18.644477608533098 5087.1440733210575 116.76819477314234 35 20 20 50.976007000077516 48 True True 2019hvj 231.27887499999 11.585211 SNIa 0.0852 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 231.27887499999 11.585211 TNS 2019hvj ZTF19abaeyln 2019hvj SNIa 0.0852 0.19521469148707027 0.8331190069613896 0.3349060898128009 0.48720167298352024 0.8331190069613896 1.2407714669136176 13.653528359484152 13.653528359484152 37.32247864059336 37.32247864059336 58669.18474540021 58654.18873840012 18.37116896409838 18.419659968391425 18.37116896409838 1.4228987782475713 3.081672508169615 5.5820591928317125 231.27765468606 11.58619850777535 0.0018049219261067062 15.638369836159946 16.339879928221706 15.918081875550747 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 4.936837601556108 231.27834403279 11.5864798692214 0.04863464294292408 21.275202929253577 21.068196758890153 21.6749897976017 0.09999999999999999 False False 0.3 0.7 1.5 0.02 8 3 14.996007000096142 5.5820591928317125 3.081672508169615 0.42179805267095816 1.8113732650155039 -2.0797800401697195 -2.4530870885476332 False 0.0852 Inputed -19.557965731587053 -19.50947472729401 """""" """""" """"""
-0.008804759816008282 0.43256889109357477 -12.026504629650258 18.341383780205543 4133.84740102969 226.7948276860159 12 8 8 61.01931709982455 67 True True 2018kwd 252.17866708333 48.699749999999 SNII 0.026 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 252.17866708333 48.699749999999 TNS 2018kwd ZTF18adbadic 2018kwd SNII 0.026 0.4712177489210667 0.8253273336825444 0.5541130268376975 0.6406761000159236 0.8253273336825444 1.0262739124977962 95.11431448747136 95.11431448747136 -34.09499738764681 -34.09499738764681 58492.49500000011 58480.53152780002 18.24121389668997 18.47767638424448 18.24121389668997 6.079694196647379 0.993089390866201 4.946348216406007 252.17730391 48.69871156 0.07382810345142499 21.74199585798979 23.64 22.84492788809538 0.75 """""" """""" """""" """""" 0 False True all False False 0 0.993089390866201 4.946348216406007 252.17730391 48.69871156 0.07382810345142499 21.74199585798979 23.64 22.84492788809538 0.75 False False 0.3 0.7 1.5 0.02 8 3 11.963472200091928 0.0 0.0 0.0 0.0 5.162323615755522 5.028786103310029 True 0.026 Inputed -17.080681529517364 -16.844219041962855 """""" """""" """"""
-0.1833999033454952 0.3365258400984922 -5.214296379949969 19.004345142505887 5828.3971640643385 166.448490295322 31 19 19 36.97188650025055 49 True True 2019huq 238.65853416666 24.690822111111 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 238.65853416666 24.690822111111 TNS 2019huq ZTF19aazzpje 2019huq SNIa 0.09 -0.0896289790462248 0.25521927270172995 -0.011472302637244525 0.07188710912393148 0.25521927270172995 0.4624775581206997 10.722249505083498 10.722249505083498 26.24963699516705 26.24963699516705 58657.21372690005 58647.215462999884 18.54013062065684 18.54013062065684 18.673457043130153 0.9842680675558032 0.8160831905710889 2.7680309792145694 238.6587022139785 24.69006852572695 0.0014748753691652405 17.87492422183037 19.020128000645638 18.251764349291328 0.9850000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.8160831905710889 2.7680309792145694 238.6587022139785 24.69006852572695 0.0014748753691652405 17.87492422183037 19.020128000645638 18.251764349291328 0.9850000000000001 False False 0.3 0.7 1.5 0.02 8 3 9.99826390016824 2.7680309792145694 0.8160831905710889 0.76836365135431 3.391849031074298 0.47999737998879866 -0.4216926938388248 False 0.09 Inputed -19.376927602049083 -19.510254024522396 """""" """""" """"""
-0.15248794405111105 0.21256481613840045 -10.44569427100867 19.186998978819325 5468.166945365065 207.88174974818077 74 40 40 51.8201041999273 69 True False 2020uhf 44.10283333333333 38.18715555555555 SNII 0.0555 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 44.10283333333333 38.18715555555555 TNS 2020uhf ZTF20aceyolc 2020uhf SNII 0.0555 0.0193185992148166 0.31272415171780565 0.08725031578764586 0.1587059415844294 0.31272415171780565 0.48249197263507426 1.5409860510982654 1.5409860510982654 50.279118148829035 50.279118148829035 59120.29174769996 59118.46002310002 18.52482236993425 18.52482236993425 18.6655485900497 4.54395946890664 1.9128141475250886 1.2906411711336656 44.10321789 38.18734835 0.00532696992572157 18.966666962313653 19.813657607841492 19.43068062224388 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.9128141475250886 1.2906411711336656 44.10321789 38.18734835 0.00532696992572157 18.966666962313653 19.813657607841492 19.43068062224388 0.99 False False 0.3 0.7 1.5 0.02 8 3 1.8317245999351144 1.2906411711336656 1.9128141475250886 0.38297698559761173 0.6747342248610891 1.288835237907243 0.765132032194181 False 0.0555 Inputed -18.318401427793535 -18.459127647908986 """""" """""" """"""
-0.01952728532473362 0.6496821118506748 -26.861941575567315 18.84659670248754 6878.950819846208 127.90398307059002 64 47 47 62.02572919987142 42 True True 2020iyi 152.76495833333334 54.36958888888889 SNII 0.05465 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 152.76495833333334 54.36958888888889 TNS 2020iyi ZTF20aaxunbm 2020iyi SNII 0.05465 -0.07318996814981915 0.3999087851606653 0.03097313423287673 0.14416447459572623 0.3999087851606653 0.6989428589652249 -1.7527276526305045 -1.7527276526305045 63.778456852501925 63.778456852501925 58974.1768633998 58971.15326389996 18.36733978318563 18.36733978318563 18.622222236777976 2.351877678960247 3.6891081873401306 10.087543643500041 152.764153944096 54.366826256501 0.00736148176006346 16.419626765213607 17.305963305897713 16.739195356405673 0.9949999999999999 """""" """""" """""" """""" 2 False True all False False 0 0.7 7.0145830361198085 152.76764911 54.36843155 0.2672481013029492 22.81 23.64 23.27 0.0 False False 0.3 0.7 1.5 0.02 8 3 3.023599499836564 10.087543643500041 3.6891081873401306 0.5667679494920392 2.7344125276990647 -1.0613764772879186 -1.8830268803723023 False 0.05465 Inputed -18.327784015873974 -18.582666469466318 """""" """""" """"""
-0.07944974098997294 0.2738847630113986 -16.206886752196063 20.14331642442688 5992.453449208564 191.8771894400669 29 12 12 22.97366899996996 46 True True 2018lpf 208.63909541666 40.169953305555 SNIa 0.14 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 208.63909541666 40.169953305555 TNS 2018lpf ZTF18abatffv 2018lpf SNIa 0.14 -0.05723201248500942 0.24475985157363667 0.012147811840726774 0.08549638328661047 0.24475985157363667 0.42193586286922624 6.068871922861867 6.068871922861867 16.904797077108093 16.904797077108093 58294.17965279985 58288.20410879981 19.67562078613748 19.67562078613748 19.738657494414067 1.4283050016781949 2.100403067495757 4.88563400223504 208.64066250877698 40.17059194290455 0.004454923841880176 17.500520319054722 18.170260226328374 17.784320022815763 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.100403067495757 4.88563400223504 208.64066250877698 40.17059194290455 0.004454923841880176 17.500520319054722 18.170260226328374 17.784320022815763 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 5.975544000044465 4.88563400223504 2.100403067495757 0.38594020351261094 2.326045927965638 -1.5053605598091053 -1.9543374715983042 False 0.14 Inputed -19.29286937339469 -19.35590608167128 """""" """""" """"""
-0.13015397593390748 0.42517500199613306 -3.138326049349139 18.329986727942348 4590.908528079054 130.09190048852093 27 27 27 29.994606399908662 52 True True 2019cdd 169.20515375 46.911023027777 SNIa 0.0529 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 169.20515375 46.911023027777 TNS 2019cdd ZTF19aaqhiku 2019cdd SNIa 0.0529 0.24092140382563798 0.8195042465693376 0.3694568553773614 0.5083038967174502 0.8195042465693376 1.180175733480418 11.430525739644697 11.430525739644697 18.564080660263965 18.564080660263965 58575.24317129981 58567.24541669991 18.052045485712732 18.400500498427565 18.052045485712732 0.9119065261166883 1.577560404713468 1.2622034722336721 169.204968199444 46.9106961306883 0.00030268354811913145 15.642816979516148 16.72816144661784 15.969670150647165 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.577560404713468 1.2622034722336721 169.204968199444 46.9106961306883 0.00030268354811913145 15.642816979516148 16.72816144661784 15.969670150647165 0.975 False False 0.3 0.7 1.5 0.02 8 3 7.997754599899054 1.2622034722336721 1.577560404713468 0.7584912959706749 0.8000983470822634 -1.6723390518097254 -2.082375335065567 False 0.0529 Inputed -18.82640078095249 -18.477945768237657 """""" """""" """"""
-0.15051776214519003 0.27537175261448754 -6.5359319244178975 19.091506734745423 5080.497895104801 170.17507543071824 17 6 6 19.02122680004686 41 True False 2020rod 326.9608666666667 -11.867919444444444 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 326.9608666666667 -11.867919444444444 TNS 2020rod ZTF20abrhlfb 2020rod SNIa 0.09 0.10707270250848211 0.4975778469175225 0.19610159613771927 0.29068960224030604 0.4975778469175225 0.7299438715128588 12.053634278939047 12.053634278939047 6.967592521107814 6.967592521107814 59079.356597200036 59069.33501160005 18.785970340516485 19.09588353991027 18.785970340516485 1.6058500782164826 2.7897644723438604 7.24649446361658 326.95992064 -11.86613207 0.002261372737506484 15.68489311621189 16.849665135335922 16.018617102527617 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.7897644723438604 7.24649446361658 326.95992064 -11.86613207 0.002261372737506484 15.68489311621189 16.849665135335922 16.018617102527617 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.021585599984974 7.24649446361658 2.7897644723438604 0.8310480328083045 2.5975291231407556 -2.24621840457435 -2.7673532379888677 False 0.09 Inputed -19.26441430466275 -18.954501105268964 """""" """""" """"""
-0.16449142545376488 0.2798615760375026 -4.1090320502444 19.490028243026735 5605.80298103036 135.97986324649307 92 52 52 44.9262962997891 46 True True 2020lgk 258.9869666666666 61.41986111111111 SNIa 0.11 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 258.9869666666666 61.41986111111111 TNS 2020lgk ZTF20abccojn 2020lgk SNIa 0.11 -0.04100811235559121 0.4110704941859673 0.05936202310485683 0.16784604791286384 0.4110704941859673 0.6927755955271166 14.519194296135376 14.519194296135376 30.407102003653726 30.407102003653726 59005.2041782001 58994.3177546002 18.847078515754955 18.847078515754955 19.1788006641825 0.7740288302360452 0.9272974091575963 0.6213678419651416 258.986612991079 61.4198952423623 0.0064324901853943794 21.123204915059805 21.934898527630565 21.39659765834093 0.64375 """""" """""" """""" """""" 0 False True all False False 0 0.9272974091575963 0.6213678419651416 258.986612991079 61.4198952423623 0.0064324901853943794 21.123204915059805 21.934898527630565 21.39659765834093 0.64375 False False 0.3 0.7 1.5 0.02 8 3 10.886423599906266 0.6213678419651416 0.9272974091575963 0.5383008692896354 0.6700847385410291 3.0878200118756105 2.21779699415843 False 0.11 Inputed -19.31635911824719 -19.648081266674733 """""" """""" """"""
-0.19695678558345003 0.4142047386612958 -3.9869321063530045 18.064854451826072 4865.729536193964 87.18972842655214 16 6 6 17.041411999613047 34 True False 2020ldp 170.10926666666666 -5.457144444444444 SNIa 0.03919 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 170.10926666666666 -5.457144444444444 TNS 2020ldp ZTF20abbzmue 2020ldp SNIa 0.03919 0.18327205358687593 1.0837054956580232 0.37169692374446583 0.5831098776978934 1.0837054956580232 1.7053520313674255 9.486642289614537 9.486642289614537 7.55476970999851 7.55476970999851 59005.169305600226 58996.170798600186 17.958956824494262 17.958956824494262 17.99901670732208 11.693360573499147 3.197776903857227 9.432335232052761 170.1116921 -5.45612692 0.008113448718058969 16.79102221875191 17.62748305311203 17.068683957123756 1.0 """""" """""" """""" """""" 1 False True all False False 0 1.035307090163341 9.068122478098463 170.10957824 -5.45464469 0.02626924579034029 18.883900527739524 19.683593268871306 19.13035733551979 0.0 False False 0.3 0.7 1.5 0.02 8 3 8.998507000040263 9.432335232052761 3.197776903857227 0.5587990959882738 2.949653936356622 -0.3314737713822318 -0.9303327501983247 False 0.03919 Inputed -18.220939002391134 -18.260998885218953 """""" """""" """"""
-0.172461279128244 0.2941981712262772 -4.636767081091999 18.720287874382077 5336.652280296396 196.41212127992108 55 28 28 41.89572919998318 44 True True 2021crz 190.26778749999997 14.549277777777778 SNIa 0.069197 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 190.26778749999997 14.549277777777778 TNS 2021crz ZTF21aajuerd 2021crz SNIa 0.069197 0.016162129467588215 0.3278184579116399 0.08799363205694988 0.16377422723537904 0.3278184579116399 0.5096278613804621 11.476732383086455 11.476732383086455 30.418996816896723 30.418996816896723 59264.412963000126 59255.39381940011 18.286710365684026 18.286710365684026 18.300914927803714 1.429868563617445 1.067580379231942 0.072006637344273 190.2678067484025 14.5492850547449 0.0001279303755662431 15.730989094757437 16.860721786243914 16.030721164598468 0.9550000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.067580379231942 0.072006637344273 190.2678067484025 14.5492850547449 0.0001279303755662431 15.730989094757437 16.860721786243914 16.030721164598468 0.9550000000000001 False False 0.3 0.7 1.5 0.02 8 3 9.019143600016832 0.072006637344273 1.067580379231942 0.8300006216454463 0.06744844579859861 -1.4259885794401121 -2.2701937632052456 False 0.069197 Inputed -19.168805755958928 -19.183010318078615 """""" """""" """"""
-0.23269998574608083 0.14567364534751942 -17.71080361662302 16.655336359146055 4782.198895889841 204.48387918955473 278 176 176 74.84098380012438 97 True True 2020enm 248.77812499999993 46.214819444444444 SNIa 0.03076 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 248.77812499999993 46.214819444444444 TNS 2020enm ZTF20aattsxa 2020enm SNIa 0.03076 0.27614096185974546 0.6313128771355601 0.35854382918977024 0.44509930506396245 0.6313128771355601 0.8361489948404568 -9.399659640286304 -9.399659640286304 84.24064344041068 84.24064344041068 58936.478090300225 58936.44535879977 16.447248909618445 16.447248909618445 16.461398257650163 11.515503561284644 4.321528896919216 25.54458826985842 248.78829701664 46.21392131859055 0.003516466691204312 13.420545826407075 13.909987722609044 14.437260921025276 0.9555555555555555 """""" """""" """""" """""" 28 True True all False False 0 0.7 2.598608232417171 248.7777905751085 46.215503182635146 0.15436222267483624 24.3268607034564 23.373539747846127 22.783881341797112 0.5 False False 0.3 0.7 1.5 0.02 8 3 0.032731500454247 25.54458826985842 4.321528896919216 -0.527273198416232 5.91100716417029 -2.537261187009401 -2.0241373366248876 False 0.03076 Inputed -19.228133047651227 -19.242282395682945 """""" """""" """"""
-0.16648256573815307 0.1982331521843015 -17.085015424140337 17.835226994745543 4220.978374136466 322.98425232836723 62 39 39 73.95857639983296 64 True True 2021dwg 214.56653749999998 0.8884305555555555 SNIc 0.026 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 214.56653749999998 0.8884305555555555 TNS 2021dwg ZTF21aannoix 2021dwg SNIc 0.026 0.4330101752530702 0.6703124861608885 0.4896510449327529 0.5480528883220401 0.6703124861608885 0.800148380562586 12.590185339683464 12.590185339683464 61.3683910601495 61.3683910601495 59292.37502310006 59272.42042820016 17.471705880173356 17.787983888162763 17.471705880173356 3.3604785441561056 6.242900524687583 18.572329742506408 214.562132965171 0.8911175298362151 0.003654080028121509 13.96201531983018 14.638213333659174 14.238577289414406 1.0 """""" """""" """""" """""" 13 False True all False False 0 0.7 6.665371065203096 214.567921250631 0.8896608878929295 0.13719045604293534 21.95804347242594 21.71815166744709 21.62024274955511 0.11249999999999999 False False 0.3 0.7 1.5 0.02 8 3 19.954594899900258 18.572329742506408 6.242900524687583 0.39963604424476706 2.9749520545877726 -3.14977055450359 -3.23312859075895 False 0.026 Inputed -17.850189546033977 -17.53391153804457 """""" """""" """"""
-0.11470387874450752 0.39058281075707935 -4.417515531812952 18.48875055920175 5918.565240942099 143.20817907944007 35 23 23 40.00045139994472 35 True False 2019cew 153.77496874999 -18.71935830555 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 153.77496874999 -18.71935830555 TNS 2019cew ZTF19aanjjhk 2019cew SNIa 0.07 -0.10938931485147663 0.29324973880070715 -0.019617324087228383 0.07714982138092097 0.29324973880070715 0.5422590604123911 8.791918733383472 8.791918733383472 31.20853266656125 31.20853266656125 58573.22340280004 58568.209988399874 18.016777721085415 18.016777721085415 18.256874965569352 0.9577094132232591 2.1159505120080637 7.914391618992514 153.77716094 -18.72008111 0.005010840914844494 16.783435240530967 17.647144186162947 17.111034156012536 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.1159505120080637 7.914391618992514 153.77716094 -18.72008111 0.005010840914844494 16.783435240530967 17.647144186162947 17.111034156012536 1.0 False False 0.3 0.7 1.5 0.02 8 3 5.013414400164038 7.914391618992514 2.1159505120080637 0.5361100301504109 3.740348166971853 -0.36963353492246753 -1.145840809556816 False 0.07 Inputed -19.238290986021443 -19.47838823050538 """""" """""" """"""
-0.1925722754380451 0.1961554205836424 -5.759231597137346 18.687995630915694 5877.542469244269 46.36701092849746 38 20 20 32.90817130031064 108 True True 2021sub 356.19262499999996 25.908638888888888 SNIa 0.05728 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 356.19262499999996 25.908638888888888 TNS 2021sub ZTF21abkkwie 2021sub SNIa 0.05728 0.02175190495249879 1.9039417670559402 0.3553108750580911 0.7697156054663239 1.9039417670559402 3.5852300824697814 14.648029455118639 14.648029455118639 18.260141845192003 18.260141845192003 59414.40327550005 59402.45438659983 18.183516212829296 18.183516212829296 18.284507533640564 1.2684446515725862 5.209572004787607 6.0869709842904465 356.190776711927 25.9089469863064 0.0008559128474642241 13.675771781508923 14.946348168914318 14.06757135973215 0.985 """""" """""" """""" """""" 1 True True all False False 0 3.324068263383623 4.59484435686717 356.19128064 25.9090473 0.000725942141647562 14.514114172363282 18.574306467676163 17.91154113082886 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.94888890022412 6.0869709842904465 5.209572004787607 0.8787768091821668 1.1684205494609745 -3.237168043914979 -4.2169361739084135 False 0.05728 Inputed -18.768889465612368 -18.869880786423636 """""" """""" """"""
-0.17707112956056636 0.11004689230837944 -10.664526897167859 18.473094505669064 4339.252771813571 119.05864353098772 97 67 67 65.84971070010215 64 True True 2020kba 239.67743749999997 8.995738888888887 SNIc-BL 0.066 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 239.67743749999997 8.995738888888887 TNS 2020kba ZTF20aazpyhy 2020kba SNIc-BL 0.066 0.4493705952224687 1.1715742324963578 0.6085539538271902 0.7813452661138278 1.1715742324963578 1.628531219758159 15.653883681720178 15.653883681720178 50.195827018381976 50.195827018381976 58998.25881939987 58984.403472200036 17.899103495704676 18.076173686286555 17.899103495704676 5.057313021430875 0.9112730197154919 0.35579344679311403 239.677340732395 8.995764041159505 0.003077299754007723 20.28732804847956 20.55837022492647 20.5584782341218 0.9500000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.9112730197154919 0.35579344679311403 239.677340732395 8.995764041159505 0.003077299754007723 20.28732804847956 20.55837022492647 20.5584782341218 0.9500000000000001 False False 0.3 0.7 1.5 0.02 8 3 13.855347199831158 0.35579344679311403 0.9112730197154919 -0.00010800919532982789 0.39043562038542096 2.482196538639915 2.6593747384171245 False 0.066 Inputed -19.466334380923914 -19.289264190342035 """""" """""" """"""
-0.09474194761421047 0.3442259080455571 -5.578550226077877 19.51090258215465 5821.512158908505 178.25420171017618 49 17 17 16.972198999952525 76 True True 2018lpq 262.80148833333 79.054297888888 SNIa 0.13 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 262.80148833333 79.054297888888 TNS 2018lpq ZTF18abvbayb 2018lpq SNIa 0.13 -0.08817941792096917 0.2314457228050557 -0.015266451225357969 0.062172793902689705 0.2314457228050557 0.42134404382542456 16.653735506482242 16.653735506482242 0.3184634934702837 0.3184634934702837 58384.24027779978 58373.26443290012 19.173700125949132 19.173700125949132 19.268078437278053 0.4930268467303714 1.6688836552031738 5.079164797345181 262.7965984651105 79.05323561809641 0.002435627784200811 16.858301833336355 17.999861681075096 17.25100158734083 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.6688836552031738 5.079164797345181 262.7965984651105 79.05323561809641 0.002435627784200811 16.858301833336355 17.999861681075096 17.25100158734083 0.975 False False 0.3 0.7 1.5 0.02 8 3 10.975844899658114 5.079164797345181 1.6688836552031738 0.7488600937342653 3.0434505014831794 -1.1738384448740362 -2.0170768499372222 False 0.13 Inputed -19.598404818544342 -19.692783129873263 """""" """""" """"""
-0.16863609978994445 0.3188503315317317 -9.092773555831393 19.19285269984287 5571.8334903298055 126.76920102495123 48 29 29 36.93743050005287 28 True True 2021oei 205.82072916666667 18.447475 SNIa 0.08612 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 205.82072916666667 18.447475 TNS 2021oei ZTF21abdfdwi 2021oei SNIa 0.08612 0.02303762626998207 0.5380887173693978 0.1365978074453551 0.2598828650552498 0.5380887173693978 0.8630131793642768 11.690506676380313 11.690506676380313 25.246923823672557 25.246923823672557 59379.29071759991 59365.2855440001 18.81090782303913 18.81090782303913 18.876356770121742 1.0279657928959411 2.6129645888562827 8.204378817582585 205.820129752358 18.449681920414797 0.004030195765875488 16.284210984638932 17.301276306242944 16.645282363666894 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.6129645888562827 8.204378817582585 205.820129752358 18.449681920414797 0.004030195765875488 16.284210984638932 17.301276306242944 16.645282363666894 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.005173599813133 8.204378817582585 2.6129645888562827 0.6559939425760497 3.1398737099509306 -1.509631516796187 -2.231074406454848 False 0.08612 Inputed -19.07653062262896 -19.141979569711573 """""" """""" """"""
-0.18915639303126563 0.2013561874446229 -7.580190811882573 18.417042924119247 6513.761702806623 89.80963820229188 73 55 55 62.877013800200075 35 True True 2019fyj 219.64165624999 50.087239444444 SNIa 0.068 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 219.64165624999 50.087239444444 TNS 2019fyj ZTF19aavhypb 2019fyj SNIa 0.068 -0.1604897032470447 0.512226604287747 -0.020616401393873218 0.13703685407000776 0.512226604287747 0.9796528400572129 7.823013997273697 7.823013997273697 55.05399980292638 55.05399980292638 58635.22624999983 58628.2958217999 17.705143454242574 17.705143454242574 17.94420020458584 2.9301381485971807 1.7472668608143203 3.4954275738295646 219.6429831834095 50.08677266826745 0.0012172101484195785 16.488758227393625 17.218017016110423 16.800314050290588 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.7472668608143203 3.4954275738295646 219.6429831834095 50.08677266826745 0.0012172101484195785 16.488758227393625 17.218017016110423 16.800314050290588 1.0 False False 0.3 0.7 1.5 0.02 8 3 6.9304281999357045 3.4954275738295646 1.7472668608143203 0.417702965819835 2.000511571655693 -0.48712643813215095 -1.1438861542952523 False 0.068 Inputed -19.48704379738321 -19.726100547726475 """""" """""" """"""
-0.18584010803289958 0.13178069583651983 -9.32507117069881 18.6252327796375 5586.2722509415835 105.31241171666939 75 48 48 74.9266088004224 33 True True 2020itn 230.51901666666666 30.048780555555556 SNIa 0.0778 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 230.51901666666666 30.048780555555556 TNS 2020itn ZTF18aahatvc 2020itn SNIa 0.0778 0.04283266601865776 0.6935970172834303 0.18277615794750446 0.3371440653408939 0.6935970172834303 1.122107381013766 16.59225324102223 16.59225324102223 58.334355559400166 58.334355559400166 58985.30908560008 58970.29692129977 18.041481555486538 18.041481555486538 18.06091067926506 2.0986327207096553 1.6529558321300217 0.17518087207756888 230.519047399031 30.0488213019132 0.001087085307210356 17.394785709996818 18.029871992062333 17.673977909332514 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.6529558321300217 0.17518087207756888 230.519047399031 30.0488213019132 0.001087085307210356 17.394785709996818 18.029871992062333 17.673977909332514 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.012164300307631 0.17518087207756888 1.6529558321300217 0.3558940827298187 0.10598037084380434 -0.01160956342420505 -0.386932769932546 False 0.0778 Inputed -19.667423964490002 -19.686853088268524 """""" """""" """"""
-0.1286782199092182 0.2012264522645782 -12.142981747284457 18.094463355398954 4584.945644382419 137.59472421815786 88 39 39 71.85116899991408 52 True True 2019cjx 233.81091708333 15.308781 SNII 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 233.81091708333 15.308781 TNS 2019cjx ZTF19aamvape 2019cjx SNII 0.03 0.349687165372611 0.9280215112031307 0.4792015147080413 0.6183792025023251 0.9280215112031307 1.283643710184311 24.31603223507738 24.31603223507738 47.5351367648367 47.5351367648367 58580.479050899856 58556.47998839989 17.605043404725564 17.91558709965963 17.605043404725564 3.4317554165109065 0.9658288827719139 0.19710828849817302 233.81088161322498 15.308738252059651 0.013288816443112639 22.10184476802349 22.947870096859933 22.124771216545106 0.5166666666666666 """""" """""" """""" """""" 0 False True all False False 0 0.9658288827719139 0.19710828849817302 233.81088161322498 15.308738252059651 0.013288816443112639 22.10184476802349 22.947870096859933 22.124771216545106 0.5166666666666666 False False 0.3 0.7 1.5 0.02 8 3 23.999062499962747 0.19710828849817302 0.9658288827719139 0.8230988803148271 0.20408199838927502 5.032282997200305 4.519727811819543 False 0.03 Inputed -18.029754048899765 -17.7192103539657 """""" """""" """"""
-0.05182195189387463 0.31162465316147536 -15.857233536671584 19.71154271892742 5682.351698218304 185.21339768405142 36 30 30 71.75494219968095 39 True True 2019zeu 153.4892911 8.28017316 SLSN-I 0.39 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 153.4892911 8.28017316 TNS 2019zeu ZTF19adajybt 2019zeu SLSN-I 0.39 0.015121815217639778 0.34753136243513083 0.09136039751327729 0.17204807279212986 0.34753136243513083 0.5431724969170162 31.578906880985407 31.578906880985407 40.17603531869555 40.17603531869555 58852.482847199775 58827.54597220011 19.325253113585152 19.325253113585152 19.330395714881178 0.4022501169120609 0.737540171606763 4.64241292034759 153.48975551 8.28137805 0.14972385414372036 22.964715922272205 23.58047018957138 24.171670134520532 0.2 """""" """""" """""" """""" 0 False True all False False 0 0.737540171606763 4.64241292034759 153.48975551 8.28137805 0.14972385414372036 22.964715922272205 23.58047018957138 24.171670134520532 0.2 False False 0.3 0.7 1.5 0.02 8 3 24.936874999664724 0.0 0.0 0.0 0.0 4.314746886414849 3.939604285118822 True 0.39 Inputed -21.99881037623003 -22.003952977526055 """""" """""" """"""
-0.011056534117685389 0.2679098512990278 3.9305916329992727 18.11804028179616 2637.8510195324116 457.14572683562005 85 37 37 72.97359950002283 36 True True 2021qar 353.22325 13.35816111111111 SNII 0.041 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 353.22325 13.35816111111111 TNS 2021qar ZTF21abfxhrn 2021qar SNII 0.041 1.336221580204409 1.5793036409856605 1.3951526472207938 1.455295309784809 1.5793036409856605 1.7084269164929573 153.0897437214175 153.0897437214175 -80.11614422139466 -80.11614422139466 59411.44348380016 59381.40888890019 17.770985785757357 19.07136025435953 17.770985785757357 0.48018564517335943 3.2699344103729153 1.5560055075505403 353.2235034140305 13.358516113470952 0.0006695507799048261 14.892292113370896 16.174471171991826 15.340553703117372 0.99 """""" """""" """""" """""" 0 False True all False False 0 3.2699344103729153 1.5560055075505403 353.2235034140305 13.358516113470952 0.0006695507799048261 14.892292113370896 16.174471171991826 15.340553703117372 0.99 False False 0.3 0.7 1.5 0.02 8 3 30.034594899974763 1.5560055075505403 3.2699344103729153 0.8339174688744535 0.4758522074982806 -2.8968890823677036 -2.4304320826399852 False 0.041 Inputed -18.54796260791167 -17.2475881393095 """""" """""" """"""
-0.11692193078679274 0.4522102734674214 -7.705010435302152 19.465525721219088 5803.403031632564 110.1122066068423 50 30 30 36.98030090006068 58 True True 2021ojf 255.41829583333327 37.85301388888889 SNIa 0.13 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 255.41829583333327 37.85301388888889 TNS 2021ojf ZTF21abcyzzi 2021ojf SNIa 0.13 -0.034281256578090336 0.5481344066674367 0.09151080848601367 0.2298941309945448 0.5481344066674367 0.9285831101660271 13.081798545620718 13.081798545620718 23.898502354439966 23.898502354439966 59378.34371529985 59364.34440970002 19.162705053439417 19.162705053439417 19.334967391171148 0.3130995530263481 2.4647487264022714 34.46946082511444 255.425324688186 37.86081643119995 0.03809672620698268 15.906705573971273 16.708317118360995 16.179721734633446 1.0 """""" """""" """""" """""" 16 False True all False False 0 0.7 14.792446842396055 255.41310356 37.85273832 0.7386133331926801 22.81 23.64 25.421962779593468 0.2 False False 0.3 0.7 1.5 0.02 8 3 13.99930559983477 0.0 0.0 0.0 0.0 4.477294946560583 3.935032608828852 True 0.13 Inputed -19.531515864651247 -19.703778202382978 """""" """""" """"""
-0.14003915364997316 0.5714455909488464 -21.928980716440584 15.366804662309601 7620.73257971038 293.8150038338033 29 15 15 30.897812500130385 160 True False 2020lhs 305.75962499999997 21.396830555555557 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 305.75962499999997 21.396830555555557 TNS 2020lhs ZTF20abdxzlz 2020lhs CV 0.0 -0.33998878041662906 -0.19599903741389824 -0.30606616030517486 -0.27078785886356727 -0.19599903741389824 -0.11528805845068035 -17.933055365326553 -17.933055365326553 48.83086786545694 48.83086786545694 59000.43747689994 59000.43747689994 15.607799741549849 15.607799741549849 16.321125330876324 30.67470248647566 2.3782341162012495 4.459074225808289 305.76094291 21.39666175 0.0019541402372578176 16.383322145462035 17.357154553031922 16.697616120433807 0.9800000000000001 """""" """""" """""" """""" 1 False True all False False 0 1.8813118821631776 2.1008887119029507 305.7596225 21.39624698 0.0023247252559667198 17.701877991962434 21.08544024181366 20.60613017425537 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 4.459074225808289 2.3782341162012495 0.6595384325981151 1.8749517532490716 1.749354811482073 0.37649078955748294 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.02832006019649838 0.3555574985779095 -0.6580318016810622 18.529554018854707 4852.877186566973 253.12288695957892 39 21 21 60.91870369995013 56 True False 2020rc 177.642 -4.339660999999 SNIIn 0.081 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 177.642 -4.339660999999 TNS 2020rc ZTF20aadxrvb 2020rc SNIIn 0.081 0.12188597320123407 0.37666529047533714 0.1817615242054984 0.2441318461492088 0.37666529047533714 0.5201285643085001 38.89258104278326 38.89258104278326 22.026122657166866 22.026122657166866 58856.53892360022 58853.501944399904 18.290842783685058 18.290842783685058 18.29487990736199 2.4080098654220614 0.7557971401251653 0.037565482188530085 177.64199386 -4.33965255 0.00266618318817069 20.639123401850462 22.352764668118954 21.339008635902406 0.975 """""" """""" """""" """""" 0 False True all False False 0 0.7557971401251653 0.037565482188530085 177.64199386 -4.33965255 0.00266618318817069 20.639123401850462 22.352764668118954 21.339008635902406 0.975 False False 0.3 0.7 1.5 0.02 8 3 3.0369792003184557 0.037565482188530085 0.7557971401251653 1.0137560322165484 0.04970312825252154 4.061921884433897 3.0441287285404144 False 0.081 Inputed -19.522503451287328 -19.52654057496426 """""" """""" """"""
-0.0768106768182428 0.47013129722789015 -3.0061275717623275 17.99511549064006 4073.5514734844874 210.37567928131529 18 11 11 66.00498840026557 79 True False 2019dna 316.34920791666 19.742861 SNII 0.016408 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 316.34920791666 19.742861 TNS 2019dna ZTF19aapreza 2019dna SNII 0.016408 0.4275128391185383 0.8029843848899461 0.5149278672175548 0.6065377602807835 0.8029843848899461 1.0182155916719715 6.819892699775291 6.819892699775291 59.18509570049028 59.18509570049028 58582.46582179982 58582.46582179982 17.873596327930205 18.558190183486072 17.873596327930205 3.521558631033428 4.31571041789229 13.510979687168408 316.3470607 19.74602344 0.00391791593087587 14.931735758018494 21.072525761461257 19.982547081661224 1.0 """""" """""" """""" """""" 3 False True all False False 0 1.3055358987102117 4.720010817908101 316.34845471 19.74175808 0.0069442611523845565 18.554187470126152 18.81867047510147 18.436518912029268 0.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 13.510979687168408 4.31571041789229 1.0899786798000335 3.1306502009851975 2.514335577975185 2.108950753731019 False 0.016408 Inputed -16.443437475329077 -15.758843619773211 """""" """""" """"""
-0.11151033020129619 0.5321061076282171 -4.82363786670061 19.298209499288987 5702.942404003019 176.60472563946317 53 21 21 35.01732639968395 47 True True 2020ypm 29.411624999999997 -5.959583333333334 SNIa 0.135 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 29.411624999999997 -5.959583333333334 TNS 2020ypm ZTF20ackpjmb 2020ypm SNIa 0.135 -0.0670698586960512 0.2616012769209952 0.007875960075136135 0.08749527533763413 0.2616012769209952 0.4570229131833088 18.785749352195772 18.785749352195772 16.23157704748818 16.23157704748818 59154.309224499855 59136.35771990009 19.069456504262668 19.069456504262668 19.158623371794576 0.4124888905072934 1.0092051073960753 5.783385631682597 29.4117347 -5.96118612 0.11930542536164312 22.040165850567817 25.35229356427193 23.163988398838043 0.5 """""" """""" """""" """""" 0 False True all False False 0 1.0092051073960753 5.783385631682597 29.4117347 -5.96118612 0.11930542536164312 22.040165850567817 25.35229356427193 23.163988398838043 0.5 False False 0.3 0.7 1.5 0.02 8 3 17.95150459976867 0.0 0.0 0.0 0.0 4.570543495737333 4.111376628205424 True 0.135 Inputed -19.791885581098747 -19.881052448630655 """""" """""" """"""
-0.1435980093807615 0.29572381150589505 -4.406475297998963 18.220463656980353 5678.211985057545 188.3324462582355 25 19 19 59.76725689973682 78 True True 2019gf 121.39692083333 -9.582267694444 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 121.39692083333 -9.582267694444 TNS 2019gf ZTF19aaaojck 2019gf SNIa 0.06 -0.06651781848052707 0.23948374409083328 0.003659213984359866 0.07793582922340647 0.23948374409083328 0.4195785928302982 11.909646944555616 11.909646944555616 47.8576099551812 47.8576099551812 58495.25490739988 58487.42309030006 17.80760830379132 17.80760830379132 17.94045775780222 3.188871003173789 1.1934699403743132 7.013242310921837 121.39793324459549 -9.580594791744915 0.019057000559466797 19.055659034388064 19.479393151540755 19.075708545646666 0.9583333333333334 """""" """""" """""" """""" 2 False True all False False 0 0.6197074119079679 5.646621225082353 121.398289590294 -9.58306684036734 0.010065108152084945 18.8623646850574 20.000929479386805 19.18464823647976 0.02 False False 0.3 0.7 1.5 0.02 8 3 7.831817099824548 7.013242310921837 1.1934699403743132 0.40368460589408883 5.876346000572283 1.6717848477494357 1.1352507878444449 False 0.06 Inputed -19.21504322339558 -19.34789267740648 """""" """""" """"""
-0.08057913894323046 0.40192196016383197 -18.429274703409938 18.453998886940752 4249.804453025992 192.0320998756459 8 8 8 14.991411999799311 34 True False 2020nqd 1.3548624999999999 -18.072636111111112 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 1.3548624999999999 -18.072636111111112 TNS 2020nqd ZTF20abmcwll 2020nqd SNIa 0.06 0.4995318130150288 0.9307913086201438 0.5993103280568803 0.7042989562717494 0.9307913086201438 1.1808971306384173 -7.11744697593276 -7.11744697593276 22.10885897573207 22.10885897573207 59046.43863430014 59046.43863430014 18.336986080926785 18.760917295924298 18.336986080926785 17.25339526972143 5.057907319998756 19.4580016951064 1.35163852 -18.06818414 0.011740446137366911 15.556764332699776 16.19705779339075 15.767424776661397 1.0 """""" """""" """""" """""" 4 False True all False False 0 0.7 2.4948659627029564 1.35421082 -18.07294669 0.031385169703047056 22.22492654098272 23.64 23.27 0.5 False False 0.3 0.7 1.5 0.02 8 3 0.0 19.4580016951064 5.057907319998756 0.4296330167293547 3.8470459152484406 -2.563859502533546 -2.569561304265388 False 0.06 Inputed -18.818514900271015 -18.394583685273503 """""" """""" """"""
-0.27401637788311484 0.768965688167387 -0.6362588737173832 17.309623207853527 6451.478488271175 238.44128191191209 54 30 30 11.03078699996695 75 True False 2018euc 0.52564375 49.43513175 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 0.52564375 49.43513175 TNS 2018euc ZTF18ablvazp 2018euc CV 0.0 -0.24232617089463915 -0.04140205550106657 -0.19554785069681202 -0.14652087586865647 -0.04140205550106657 0.07368039281442051 1.3537023324107833 1.3537023324107833 9.677084667556166 9.677084667556166 59047.44953700015 59046.418310199864 16.96410358179789 16.96410358179789 17.271046280182624 4.57206642425286 0.7204176854636304 0.09062117518901226 0.52567537 49.43514627 0.010846750468579636 22.613036849737167 23.16122516517639 22.370047835350036 0.11249999999999999 """""" """""" """""" """""" 0 False True all False False 0 0.7204176854636304 0.09062117518901226 0.52567537 49.43514627 0.010846750468579636 22.613036849737167 23.16122516517639 22.370047835350036 0.11249999999999999 False False 0.3 0.7 1.5 0.02 8 3 1.031226800289005 0.09062117518901226 0.7204176854636304 0.791177329826354 0.12578977032010577 6.1971215833785 5.099001555167412 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.14438439311011894 0.8052609325879154 -16.705594484494593 13.638234940157913 8292.147933549775 218.0963554596138 56 37 37 53.879976800177246 76 True True 2021vfg 325.2855708333333 27.849975 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 325.2855708333333 27.849975 TNS 2021vfg ZTF21abrnmtl 2021vfg CV 0.0 -0.4168169340870449 -0.23540194633114453 -0.3750235953600143 -0.3309228451897752 -0.23540194633114453 -0.12944741332232468 -15.205509125133096 -15.205509125133096 69.08548592531034 69.08548592531034 59435.38504630001 59435.38504630001 13.96597730036816 13.96597730036816 14.91516436496068 57.60299516242378 0.7004414516299757 0.2803287950014012 325.28562798 27.85003425 0.010623400813655093 22.613046298766136 22.435925794410707 22.86949467139244 0.1 """""" """""" """""" """""" 0 False True all False False 0 0.7004414516299757 0.2803287950014012 325.28562798 27.85003425 0.010623400813655093 22.613046298766136 22.435925794410707 22.86949467139244 0.1 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.2803287950014012 0.7004414516299757 -0.4335688769817345 0.4002173120238054 8.469948494042548 7.954330306431762 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.1911737843222512 0.1761772596347706 -6.163400931084594 18.49634286636736 5648.98533847925 71.97294257040282 51 39 39 51.00281250011176 37 True True 2021hlw 150.97595 49.419533333333334 SNIa 0.050822 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 150.97595 49.419533333333334 TNS 2021hlw ZTF21aaqzkhx 2021hlw SNIa 0.050822 0.0232532762985187 1.0538557994803597 0.22979440869300305 0.46794959003135617 1.0538557994803597 1.815904684667867 14.982082806960783 14.982082806960783 36.020729693150976 36.020729693150976 59314.24106479995 59302.17770829983 17.98871970008922 17.98871970008922 18.041736447132255 1.5755285998592163 2.3497665946155477 3.959722268996225 150.97736776174298 49.41893397756005 0.0007254750657402775 15.234152104578614 16.464917846022843 15.625384652528464 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.3497665946155477 3.959722268996225 150.97736776174298 49.41893397756005 0.0007254750657402775 15.234152104578614 16.464917846022843 15.625384652528464 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 12.06335650011897 3.959722268996225 2.3497665946155477 0.839533193494379 1.6851555716511866 -1.5238018540663774 -2.4163517946037913 False 0.050822 Inputed -18.74863131258957 -18.801648059632605 """""" """""" """"""
-0.15919883887170555 0.30976189703399787 -11.871111618417965 18.764068425758186 6062.935521291856 137.19659368105965 38 20 20 37.98851859988645 34 True True 2021fbd 178.46142499999996 -1.879175 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 178.46142499999996 -1.879175 TNS 2021fbd ZTF21aanwbhk 2021fbd SNIa 0.08 -0.06963249877956557 0.36766759271179694 0.027486683862633754 0.13243696869568566 0.36766759271179694 0.6399858809127892 11.476938632402602 11.476938632402602 26.511579967483847 26.511579967483847 59291.29307870008 59275.306585600134 18.42034690653787 18.42034690653787 18.601163342516426 0.5108774337578611 2.621695132022699 4.046537486295888 178.4607245367255 -1.87829560224718 0.005742626164843778 17.763019229745865 18.375613378653526 18.122767451417445 0.975 """""" """""" """""" """""" 1 False True all False False 0 0.7 3.9241147089422803 178.460418818327 -1.87875445712929 0.18922899615716804 23.71456290737033 23.128656031861304 23.15100720097661 0.175 False False 0.3 0.7 1.5 0.02 8 3 15.986493099946529 4.046537486295888 2.621695132022699 0.25284592723608057 1.5434813288812457 -0.04473352788434326 -0.4783958910989803 False 0.08 Inputed -19.188770679554953 -19.36958711553351 """""" """""" """"""
-0.009782400571023506 0.3387513854496625 -24.96388072253301 18.533199843802237 4903.156442371964 258.2636618172455 27 12 12 66.95216430025175 196 True True 2020ecj 294.35004583333335 36.33117222222223 SNIIP 0.03857 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 294.35004583333335 36.33117222222223 TNS 2020ecj ZTF20aaspvan 2020ecj SNIIP 0.03857 0.2517868974443864 0.5231415429332884 0.3157177058007683 0.38220196970598863 0.5231415429332884 0.6752552609793945 85.69288589104572 85.69288589104572 -18.740721590793967 -18.740721590793967 58913.52665509982 58913.52665509982 18.463111974566058 18.463111974566058 18.579221458815162 1.7700457972627717 1.776393163569741 5.338552136166627 294.35167886 36.33185659 0.0005429622451987859 14.74057136850357 15.13018314256668 15.18686139650345 0.95 """""" """""" """""" """""" 0 False True all False False 0 1.776393163569741 5.338552136166627 294.35167886 36.33185659 0.0005429622451987859 14.74057136850357 15.13018314256668 15.18686139650345 0.95 False False 0.3 0.7 1.5 0.02 8 3 0.0 5.338552136166627 1.776393163569741 -0.056678253936768286 3.0052762224318457 -3.332928831999377 -3.392360062311713 False 0.03857 Inputed -17.60577982956464 -17.721889313813744 """""" """""" """"""
-0.1548764232193189 0.29385173186809366 -6.276371512533686 18.996907366467788 5722.444812504144 141.81555446142573 43 35 35 55.97799770021811 63 True True 2021hol 219.2744958333333 34.633072222222225 SNIa 0.084 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 219.2744958333333 34.633072222222225 TNS 2021hol ZTF21aarcldd 2021hol SNIa 0.084 -0.049575511146318973 0.37817332090268607 0.04583621630178314 0.1486524812688188 0.37817332090268607 0.6425642005864916 13.615480451032141 13.615480451032141 42.36251724918597 42.36251724918597 59309.32599540008 59297.341608799994 18.524011513742572 18.524011513742572 18.685852253263157 0.967874317449619 1.4594106753373892 1.5821092069933749 219.2749999169905 34.6332175114517 0.0011982298980393047 17.515444455322324 18.10974905545175 17.74674623431623 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.4594106753373892 1.5821092069933749 219.2749999169905 34.6332175114517 0.0011982298980393047 17.515444455322324 18.10974905545175 17.74674623431623 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 11.984386600088328 1.5821092069933749 1.4594106753373892 0.3630028211355203 1.084074026406323 -0.4142624582908212 -0.9391060189469265 False 0.084 Inputed -19.211917776818325 -19.37375851633891 """""" """""" """"""
-0.0360031960877686 0.8193704492681975 -10.567718099725084 18.91828017554727 4682.633676401305 222.94119963379458 151 139 139 74.89711800031364 37 True True 2019zeb 170.65219333333 48.384817166666 SNII 0.045 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 170.65219333333 48.384817166666 TNS 2019zeb ZTF19adccrca 2019zeb SNII 0.045 0.24654975631902687 0.5638347553765897 0.3205978558685523 0.3980803407599218 0.5638347553765897 0.7448377901671179 41.970477457583534 41.970477457583534 32.926640542730105 32.926640542730105 58883.51324070012 58836.50841439981 18.66952499863493 18.823214090340677 18.66952499863493 1.5754406679064454 1.676672626464374 4.9025531663619 170.650848835234 48.38378894333655 0.004826954799895478 17.820531143342556 18.441831261551975 18.038499768123923 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.676672626464374 4.9025531663619 170.650848835234 48.38378894333655 0.004826954799895478 17.820531143342556 18.441831261551975 18.038499768123923 1.0 False False 0.3 0.7 1.5 0.02 8 3 47.004826300311834 4.9025531663619 1.676672626464374 0.40333149342805186 2.9239775785568773 -0.381382828788702 -0.6310252305110069 False 0.045 Inputed -17.853650441112972 -17.699961349407225 """""" """""" """"""
-0.021139760958763677 0.3982704432810361 -26.767409227929363 18.46319260287742 4091.8612171688346 200.8773115368442 35 23 23 71.99310189997777 62 True True 2019smw 168.30599999999 44.77915 SNIIP 0.02 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 168.30599999999 44.77915 TNS 2019smw ZTF19aceckht 2019smw SNIIP 0.02 0.6451891527477471 1.0863773661965759 0.7477138506384335 0.8552819092447805 1.0863773661965759 1.340237878732644 55.82657856302434 55.82657856302434 16.166523336953432 16.166523336953432 58804.5514814998 58765.50689810002 18.332811412742572 18.754867823780046 18.332811412742572 0.5861952951955793 1.7834363729276954 7.35664155019156 168.30329808563152 44.778444603259345 0.008571599120849815 17.737743151718377 18.746348768554924 17.848951747606993 0.942857142857143 """""" """""" """""" """""" 0 False True all False False 0 1.7834363729276954 7.35664155019156 168.30329808563152 44.778444603259345 0.008571599120849815 17.737743151718377 18.746348768554924 17.848951747606993 0.942857142857143 False False 0.3 0.7 1.5 0.02 8 3 39.044583399780095 7.35664155019156 1.7834363729276954 0.8973970209479312 4.124981222691377 -0.008519055225121974 -0.4838596651355793 False 0.02 Inputed -16.41608335574352 -15.994026944706045 """""" """""" """"""
-0.1181408176360163 0.32241536218882516 -14.239320312667125 17.33532215526094 5254.1397374454855 266.02856876138515 30 29 29 72.9375 27 True True 2020lhd 346.2220875 21.59049444444444 SNIa 0.048 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 346.2220875 21.59049444444444 TNS 2020lhd ZTF20abcxnkh 2020lhd SNIa 0.048 0.0801718985294535 0.3146533080761955 0.13541758460370446 0.19286977865592192 0.3146533080761955 0.44606058782947855 -0.6650627841268211 -0.6650627841268211 73.60256278412682 73.60256278412682 59002.44412040012 58998.450925900135 16.978315146526015 16.978315146526015 17.39853601746231 2.283843397834325 1.935325403130205 2.6131111796840125 346.222149131884 21.58977084602065 0.004137307659777378 18.25010950372696 18.25881194507599 18.261389781589507 0.9333333333333336 """""" """""" """""" """""" 1 False True all False False 0 0.7 2.5143227035938382 346.2216479 21.58992813 0.04908652663922386 22.81 19.711977709007265 23.27 1.0 False False 0.3 0.7 1.5 0.02 8 3 3.9931944999843836 2.6131111796840125 1.935325403130205 -0.002577836513516729 1.3502179920015278 1.2804967985499758 0.8628537641271983 False 0.048 Inputed -19.266332327556597 -19.68655319849289 """""" """""" """"""
-0.13507845058660295 0.1774508882157037 -16.66136265323466 18.7455732612233 6378.509467925365 99.28531648832444 77 53 53 57.93746529985219 51 True False 2021fwr 206.28893749999997 -10.600880555555555 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 206.28893749999997 -10.600880555555555 TNS 2021fwr ZTF21aapjqdl 2021fwr SNIa 0.08 -0.029856198291049907 0.6321748489990497 0.11089844538139104 0.2673003411551029 0.6321748489990497 1.076226318384382 -1.9063440961835028 -1.9063440961835028 59.843809396035695 59.843809396035695 59292.33101850003 59290.37642360013 18.177846377796964 18.177846377796964 18.33172476951635 1.1886477772835828 0.7263731718891169 6.370761916108816 206.28741401 -10.60182354 0.16098829571778617 22.295559030628205 23.34267227461338 22.524715569257737 0.19999999999999998 """""" """""" """""" """""" 0 False True all False False 0 0.7263731718891169 6.370761916108816 206.28741401 -10.60182354 0.16098829571778617 22.295559030628205 23.34267227461338 22.524715569257737 0.19999999999999998 False False 0.3 0.7 1.5 0.02 8 3 1.9545948999002576 0.0 0.0 0.0 0.0 5.4621536222030365 4.938275230483651 True 0.08 Inputed -19.45820925255503 -19.612087644274414 """""" """""" """"""
-0.1922967784896818 0.16120809586773638 -6.80114150341876 15.27550619132591 5236.904392655293 131.83499000938315 65 48 48 74.93768520001322 49 True True 2021dov 134.07795833333333 -0.4421388888888889 SNIa 0.012 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 134.07795833333333 -0.4421388888888889 TNS 2021dov ZTF21aamokak 2021dov SNIa 0.012 0.08211631789613705 0.5955714674673658 0.196022387885872 0.3191917433563276 0.5955714674673658 0.9161599194568737 16.73623290373313 16.73623290373313 58.201452296280095 58.201452296280095 59281.32118060021 59267.27465280006 14.689846851022752 14.689846851022752 14.882449125105989 29.947150863435144 2.855509197531189 2.3249261107172314 134.0780298090805 -0.44149704334282347 0.00030467399646105786 14.083204952850341 14.939524120707512 14.383077874436378 0.8800000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.855509197531189 2.3249261107172314 134.0780298090805 -0.44149704334282347 0.00030467399646105786 14.083204952850341 14.939524120707512 14.383077874436378 0.8800000000000001 False False 0.3 0.7 1.5 0.02 8 3 14.046527800150216 2.3249261107172314 2.855509197531189 0.5564462462711344 0.8141896768279759 0.24967726968476 -0.4993712506696113 False 0.012 Inputed -18.752747523083563 -18.945349797166802 """""" """""" """"""
-0.09142547673391732 0.3189501709062772 -12.296872315118733 18.85423001512707 5387.438544910804 86.02883759521924 15 15 15 41.95811339979991 48 True False 2020pmy 7.857125000000001 -12.4568 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 7.857125000000001 -12.4568 TNS 2020pmy ZTF20abmcwtd 2020pmy SNIa 0.07 0.17610232219723798 1.0874725399867593 0.3663215635512316 0.5800978374031125 1.0874725399867593 1.7193548898927489 9.222506443787703 9.222506443787703 32.73560695601221 32.73560695601221 59055.459560200106 59046.43910880014 18.575672007421 18.600437526461462 18.575672007421 2.6661763756919887 3.3663367281834335 3.4694690969209683 7.85619482 -12.45647779 0.004457253174412146 17.075640477603674 17.97588010172844 17.28370591208935 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.3663367281834335 3.4694690969209683 7.85619482 -12.45647779 0.004457253174412146 17.075640477603674 17.97588010172844 17.28370591208935 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.020451399963349 3.4694690969209683 3.3663367281834335 0.6921741896390898 1.0306363792647646 -0.6245574247330232 -1.2919660953316523 False 0.07 Inputed -18.919493944169794 -18.894728425129333 """""" """""" """"""
-0.11085865998948125 0.2461392358972414 -25.75665180658264 15.991030883127891 5092.273063082539 146.58480519668714 56 50 50 66.91210650000721 66 True True 2020rvf 58.56636666666666 15.928505555555555 SNIa 0.022222 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 58.56636666666666 15.928505555555555 TNS 2020rvf ZTF20abvycvf 2020rvf SNIa 0.022222 0.3199086104503497 0.8487656018399861 0.4391034186462832 0.5666689429962091 0.8487656018399861 1.1702334114232933 -11.095111446599944 -11.095111446599944 78.00721794660716 78.00721794660716 59086.44635420013 59084.4302662001 15.92247427965106 16.214719076993443 15.92247427965106 5.72876142697635 5.276935257231156 0.8589511166647948 58.5665617720487 15.928652965482652 0.00038413898099931565 12.965032745447159 13.759810893688202 13.152149040117264 0.96 """""" """""" """""" """""" 0 False True all False False 0 5.276935257231156 0.8589511166647948 58.5665617720487 15.928652965482652 0.00038413898099931565 12.965032745447159 13.759810893688202 13.152149040117264 0.96 False False 0.3 0.7 1.5 0.02 8 3 2.0160880000330508 0.8589511166647948 5.276935257231156 0.6076618535709386 0.1627746172340747 -2.454908183305241 -2.770325239533797 False 0.022222 Inputed -19.056408009846024 -18.764163212503643 """""" """""" """"""
-0.039935071120363645 0.6291358673099307 -30.830289089806104 19.142765416667626 8874.80919705578 453.0473498196115 44 35 35 72.84271989995614 81 True True 2021qwh 22.2399125 -0.9213666666666667 SNIa 0.019 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 22.2399125 -0.9213666666666667 TNS 2021qwh ZTF21abmdgyx 2021qwh SNIa 0.019 -0.4816382055746189 -0.4062432148835775 -0.4635286221256081 -0.44493338599810883 -0.4062432148835775 -0.3654814199425118 -12.238393353483914 -12.238393353483914 85.08111325344005 85.08111325344005 59417.42193289986 59410.43407410011 18.684966336971627 18.684966336971627 18.832911159300227 2.511986980430877 0.8715877767963429 22.92621316253849 22.244966402211098 -0.917490963795039 0.40446306078386174 20.409048429850934 21.68766863692522 20.6896311023736 0.9333333333333333 """""" """""" """""" """""" 4 False True all False False 0 0.7 12.12447863365512 22.2370401892447 -0.919607467184724 0.4357970508452701 22.20653469104767 25.67839551865816 24.427496554198264 0.5 False False 0.3 0.7 1.5 0.02 8 3 6.987858799751848 0.0 0.0 0.0 0.0 4.955033663028374 4.437088840699772 True 0.019 Inputed -15.80404960103059 -15.95199442335919 """""" """""" """"""
-0.1779235555272095 0.4222737285264188 -5.297197856563332 17.4684792257881 5165.423052839033 224.49572449493144 25 13 13 17.064224499743432 33 True True 2021slw 203.17883333333333 32.44311111111111 SNIa 0.034457 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 203.17883333333333 32.44311111111111 TNS 2021slw ZTF21abnabtv 2021slw SNIa 0.034457 0.06170965741716472 0.3399439175507659 0.12653361303598132 0.19444198986819217 0.3399439175507659 0.4991170328149792 12.53900646171205 12.53900646171205 4.525218038031381 4.525218038031381 59415.187395799905 59402.196539400145 17.285614621424184 17.330868121907088 17.285614621424184 0.7237071160761618 1.9822458023106226 1.129024625781902 203.179068771228 32.4428684638824 0.0003160909694197578 15.1915721100384 16.331749234938023 15.573611797029972 0.97 """""" """""" """""" """""" 0 False True all False False 0 1.9822458023106226 1.129024625781902 203.179068771228 32.4428684638824 0.0003160909694197578 15.1915721100384 16.331749234938023 15.573611797029972 0.97 False False 0.3 0.7 1.5 0.02 8 3 12.99085639975965 1.129024625781902 1.9822458023106226 0.7581374379080508 0.5695684281262416 -0.9991188869690646 -1.7120028243942116 False 0.034457 Inputed -18.652348442083436 -18.607094941600533 """""" """""" """"""
-0.1392811598818084 0.3083255424451963 -19.957660453092277 18.494316217107574 5538.27595416734 155.03655310658547 13 12 12 34.03881940012798 68 True True 2021tjq 24.1581125 17.39616111111111 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 24.1581125 17.39616111111111 TNS 2021tjq ZTF21abjzkjf 2021tjq SNIa 0.08 0.11303193660044997 0.5486202821278567 0.21146039672875716 0.3166371662803691 0.5486202821278567 0.8119574868412762 -11.51000608834684 -11.51000608834684 45.54882548847482 45.54882548847482 59410.43219910003 59410.43219910003 18.4466979337535 18.446980730372335 18.4466979337535 1.811120740423193 3.0035790613002495 15.183996630332839 24.1546618950164 17.39879690830805 0.004077158804186909 14.936058845229148 16.213815533680915 15.31971336206913 0.9800000000000001 """""" """""" """""" """""" 7 False True all False False 0 0.7 4.677688356816593 24.1582763957346 17.394871200258 0.12492019900700946 22.70165508416653 24.058853474760056 22.452184386901855 0.2 False False 0.3 0.7 1.5 0.02 8 3 0.0 15.183996630332839 3.0035790613002495 0.8941021716117845 5.055301132562725 -2.23316519669142 -3.126984571684371 False 0.08 Inputed -19.343236088317877 -19.342953291699043 """""" """""" """"""
-0.11918350456462 0.5958687719701479 -2.2287017083979026 17.58748458192599 5774.416814128287 114.89512582077498 17 12 12 37.05204859981313 44 True True 2018kly 18.783242499999 1.5014790555555 SNIa 0.047 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 18.783242499999 1.5014790555555 TNS 2018kly ZTF18adaadmh 2018kly SNIa 0.047 -0.09292815400738874 0.4353059135674364 0.021649003487116403 0.14735653886721067 0.4353059135674364 0.7777493759734071 17.15964103354686 17.15964103354686 19.892407566266275 19.892407566266275 58487.166562499944 58472.122233800124 17.4001369835266 17.4001369835266 17.531733676603842 1.3868009376357846 2.291059332540868 1.976817091197229 18.78339095679735 1.502007736879655 0.0016677137725260582 16.87818554302573 17.228849536328315 17.055576235574485 0.9899999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.291059332540868 1.976817091197229 18.78339095679735 1.502007736879655 0.0016677137725260582 16.87818554302573 17.228849536328315 17.055576235574485 0.9899999999999999 False False 0.3 0.7 1.5 0.02 8 3 15.044328699819744 1.976817091197229 2.291059332540868 0.17327330075383074 0.8628397628641363 -0.17128744719828504 -0.47615744102935764 False 0.047 Inputed -19.086902625990874 -19.218499319068115 """""" """""" """"""
-0.0020748522478748464 0.4246806981221641 2.770051863596997 17.948606871208103 4908.109135222792 196.73738918450707 46 29 29 72.94548620004207 70 True True 2019hnl 355.79276124999 -2.949621416666 SNII 0.02287 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 355.79276124999 -2.949621416666 TNS 2019hnl ZTF19aazyvub 2019hnl SNII 0.02287 0.08092432596262 0.40710858291073393 0.15619081985396122 0.23553480664947912 0.40710858291073393 0.5970218249972952 424.5130361754612 424.5130361754612 -351.5675499754191 -351.5675499754191 58660.45818290021 58651.47600689996 17.85544324389193 17.85544324389193 17.941191094101494 2.1474126798572337 3.100103803492924 23.63703511033058 355.796460152396 -2.9550495573690103 0.017617834216672956 15.810004331195355 16.476290196380614 15.987086465911865 0.8916666666666667 """""" """""" """""" """""" 17 False True all False False 0 0.7 3.1157847746200042 355.793464300359 -2.95012749189932 0.13863523096388775 23.78926113950014 23.856505712041855 24.079882021570207 0.5 False False 0.3 0.7 1.5 0.02 8 3 8.982176000252366 23.63703511033058 3.100103803492924 0.48920373046874843 7.624594726053512 -1.3791530475113163 -1.9541046281896293 False 0.02287 Inputed -17.1004613561554 -17.186209206364964 """""" """""" """"""
-0.06735483692461242 0.2738197543906155 -14.091216797409583 19.35953332902105 3890.9156246717207 206.41566772861603 7 7 7 19.014340199995786 56 True True 2021mgc 331.87401666666665 3.096938888888889 SNIa 0.083 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 331.87401666666665 3.096938888888889 TNS 2021mgc ZTF21abbxkzg 2021mgc SNIa 0.083 0.6159873723187239 1.038250247723763 0.714291018422955 0.8173107815453093 1.038250247723763 1.2804012313226742 16.114689663477552 16.114689663477552 2.8996505365182337 2.8996505365182337 59356.40408559982 59345.428946800064 19.06339873520622 19.71340496607408 19.06339873520622 5.3744736391482615 1.3144720469050206 3.146066831380963 331.8733391427355 3.09749207567295 0.0016113450094805692 17.350225431786775 18.36388706178188 17.654159076654913 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.3144720469050206 3.146066831380963 331.8733391427355 3.09749207567295 0.0016113450094805692 17.350225431786775 18.36388706178188 17.654159076654913 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.97513879975304 3.146066831380963 1.3144720469050206 0.7097279851269676 2.3934071772682493 -1.349517904292199 -1.4092396585513072 False 0.083 Inputed -18.807894744932117 -18.157888514064258 """""" """""" """"""
-0.17056442943949968 0.2474897372900324 -5.753327336684009 17.569445449190116 5449.52401958542 173.24787571732713 23 11 11 61.766319499816746 27 True False 2020bpz 175.2440208333333 -11.449288888888889 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 175.2440208333333 -11.449288888888889 TNS 2020bpz ZTF20aamdhut 2020bpz SNIa 0.04 0.0007009615814510539 0.35500392982954665 0.08145764303170111 0.1672725172585281 0.35500392982954665 0.5658529553166076 15.34833044361814 15.34833044361814 46.41798905619861 46.41798905619861 58892.376851900015 58879.46204859996 17.14201922314952 17.14201922314952 17.15133620741886 7.370257162347235 3.897334439266061 3.412504833033937 175.24317999 -11.4488205 0.002842338470479433 16.176129124981166 17.07619324901104 16.384477547430993 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.897334439266061 3.412504833033937 175.24317999 -11.4488205 0.002842338470479433 16.176129124981166 17.07619324901104 16.384477547430993 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.914803300052881 3.412504833033937 3.897334439266061 0.6917157015800477 0.8755996915873029 -0.06582597413848035 -0.766858659987868 False 0.04 Inputed -19.113468680062557 -19.122785664331897 """""" """""" """"""
-0.17541263529910595 0.23433159572644796 -12.743172220784174 18.500438159330635 4131.20712883066 226.2363836857362 9 9 9 26.939455999992788 65 True False 2021mfg 306.3505416666667 -22.71976944444444 SNIa 0.059 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 306.3505416666667 -22.71976944444444 TNS 2021mfg ZTF21abflnze 2021mfg SNIa 0.059 0.4784745726488566 0.8348983677006743 0.5619022053440439 0.6490274293668641 0.8348983677006743 1.0372027295282962 -4.4711450176098975 -4.4711450176098975 31.410601017602687 31.410601017602687 59375.43746529985 59375.43746529985 18.674720353693253 18.674720353693253 18.734472768617103 3.049469140458967 1.4034627503939254 5.537661629714474 306.35050067 -22.71823167 0.015066644630020831 19.208866624104978 19.531285707974433 19.37275560052395 0.99 """""" """""" """""" """""" 1 False True all False False 0 1.6173383701104473 5.113701165365247 306.35154413 -22.72084774 0.017789076220135702 19.496935629689695 20.055328934550285 20.052814026284217 0.9 False False 0.3 0.7 1.5 0.02 8 3 0.0 5.537661629714474 1.4034627503939254 0.1585301074504848 3.9457132924690432 0.8565653542811802 0.6382828319068459 False 0.059 Inputed -18.38403207649596 -18.44378449141981 """""" """""" """"""
-0.19318677953005764 0.3503109271012532 -6.224823424119476 19.317094883544808 4791.490615605219 174.31300167661266 24 12 12 21.044583299662918 40 True True 2018knf 137.31553041666 13.385418888888 SNIa 0.102 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 137.31553041666 13.385418888888 TNS 2018knf ZTF18adacoaj 2018knf SNIa 0.102 0.19159237028030418 0.5937557101574953 0.28359598133603825 0.38112330890887236 0.5937557101574953 0.8316416340608797 7.202938936420738 7.202938936420738 13.84164436324218 13.84164436324218 58480.44076390006 58472.44263890013 19.033187916457575 19.22988024222248 19.033187916457575 0.45178915121724933 1.3013680591866212 0.44737832950084044 137.3156530710295 13.3854536110249 0.00027583533721065034 16.184193302422763 17.54492594209671 16.62141888931751 0.97 """""" """""" """""" """""" 0 False True all False False 0 1.3013680591866212 0.44737832950084044 137.3156530710295 13.3854536110249 0.00027583533721065034 16.184193302422763 17.54492594209671 16.62141888931751 0.97 False False 0.3 0.7 1.5 0.02 8 3 7.998124999925494 0.44737832950084044 1.3013680591866212 0.9235070527792004 0.34377540338623347 -1.6849543001257707 -2.411769027140064 False 0.102 Inputed -19.294455080064367 -19.09776275429946 """""" """""" """"""
-0.14827633923721537 0.18550746882418137 -8.62427180115283 17.64339099747539 5428.915151056586 261.182144003465 62 39 39 73.78142360039055 83 True True 2019zrk 174.9475 19.929680555555557 SNIIn 0.0362 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 174.9475 19.929680555555557 TNS 2019zrk ZTF20aacbyec 2019zrk SNIIn 0.0362 0.005594616662794039 0.23191971669594835 0.0588120596304087 0.11422786485226055 0.23191971669594835 0.35921778010279937 20.5998646087329 20.5998646087329 53.18155899165765 53.18155899165765 58898.38098380016 58880.518472199794 16.935506244014636 16.935506244014636 17.025196003872725 18.500070390652922 5.2537026222249645 13.55682107788347 174.9481024557035 19.93340350499915 0.001333853785821737 13.334380319751501 14.042432679650783 13.56993388374448 0.985 """""" """""" """""" """""" 14 False True all False False 0 0.7 0.8153977767364196 174.94736841245202 19.929870288444548 0.04868692783235484 24.31114221729636 22.06794566200495 22.79346113244772 0.4166666666666667 False False 0.3 0.7 1.5 0.02 8 3 17.862511600367725 13.55682107788347 5.2537026222249645 0.4724987959063043 2.5804317550318636 -2.8930735643638528 -3.4552621201282463 False 0.0362 Inputed -19.020848014726415 -19.110537774584504 """""" """""" """"""
-0.07879623109491647 0.2881719047450732 -19.859777299056606 18.160590319407294 5792.832866492929 117.75296459451761 42 31 31 72.7702545998618 38 True True 2020ewx 229.32713749999996 13.022741666666667 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 229.32713749999996 13.022741666666667 TNS 2020ewx ZTF20aattqcv 2020ewx SNIa 0.06 0.10565863001626496 0.7011648363883438 0.23596543613514953 0.3781109346813878 0.7011648363883438 1.0819957070349773 2.9099233252391574 2.9099233252391574 69.86033127462264 69.86033127462264 58943.41994210007 58936.44031250011 17.658617125339923 17.658617125339923 17.810410477534433 3.8803572274757054 1.4743855365702392 0.9929706545347646 229.327296836319 13.022513674169499 0.0026035326947124737 18.708417270650862 19.235437374591825 18.891418138600585 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.4743855365702392 0.9929706545347646 229.327296836319 13.022513674169499 0.0026035326947124737 18.708417270650862 19.235437374591825 18.891418138600585 0.99 False False 0.3 0.7 1.5 0.02 8 3 6.979629599954933 0.9929706545347646 1.4743855365702392 0.3440192359912402 0.6734810060906073 1.5768202492519023 1.0810076610661525 False 0.06 Inputed -19.345090503663368 -19.496883855857877 """""" """""" """"""
-0.16182344478559443 0.27049378107071087 -9.849543252487116 18.872633031387412 5480.729757142959 137.9168022628328 41 27 27 55.840902800206095 26 True True 2021vrb 15.041479166666665 9.991238888888889 SNIa 0.085 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 15.041479166666665 9.991238888888889 TNS 2021vrb ZTF21abrpkzp 2021vrb SNIa 0.085 0.04555955268699918 0.5203953510071102 0.15137208595057672 0.2654626203553079 0.5203953510071102 0.8145040816090798 13.137695777266737 13.137695777266737 42.70320702293936 42.70320702293936 59449.36435189983 59434.45694439998 18.352416554102366 18.456802629554744 18.352416554102366 1.75045581465284 0.8866624231242719 1.5224033193653697 15.04183254484645 9.99147913603651 0.003832101307503777 19.971112928853035 21.19200135354042 20.20363008223295 0.6166666666666666 """""" """""" """""" """""" 1 False True all False False 0 1.299639204012805 0.9891916509106062 15.041657984846449 9.99144981103651 0.008475476361345824 20.56104437099576 20.178239527397157 21.03431765131116 0.7699999999999999 False False 0.3 0.7 1.5 0.02 8 3 14.907407499849796 1.5224033193653697 0.8866624231242719 0.9883712713074679 1.7170044423456912 2.7351987239856754 1.851213528130586 False 0.085 Inputed -19.57152106186058 -19.4671349864082 """""" """""" """"""
-0.11266374756313957 0.3752296949822918 -10.805733541317556 19.798875600382168 5446.778072692484 160.75216713133022 26 16 16 19.989363400265574 46 True True 2020whs 117.94535833333332 16.62366388888889 SNIa 0.13 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 117.94535833333332 16.62366388888889 TNS 2020whs ZTF20aciuftf 2020whs SNIa 0.13 0.04839552800770974 0.44783391480906687 0.13887479341723719 0.23540831596914558 0.44783391480906687 0.6882225458957834 11.78949156123065 11.78949156123065 8.199871839034925 8.199871839034925 59149.36953700008 59135.474687499925 19.458638300308046 19.480684061834296 19.458638300308046 0.6316739458821365 1.0968334758537905 0.9732723454546517 117.945165497436 16.6238612432876 0.001193033196972948 18.363974817379713 18.7847914680171 18.512037869998217 0.9850000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.0968334758537905 0.9732723454546517 117.945165497436 16.6238612432876 0.001193033196972948 18.363974817379713 18.7847914680171 18.512037869998217 0.9850000000000001 False False 0.3 0.7 1.5 0.02 8 3 13.894849500153214 0.9732723454546517 1.0968334758537905 0.272753598018884 0.8873474113260839 -0.6958925938171951 -0.9466004303098288 False 0.13 Inputed -19.40784495551435 -19.3857991939881 """""" """""" """"""
-0.053405376359304646 0.4765788573678383 -9.139938763751598 18.488912770141766 5865.545025559594 202.03584869789302 63 36 36 69.93162039993331 42 True True 2019sxv 334.99266708333 25.629661 SNIIn 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 334.99266708333 25.629661 TNS 2019sxv ZTF19acftude 2019sxv SNIIn 0.04 -0.08007313056162957 0.19980346011429262 -0.015527796404523286 0.05254033870927799 0.19980346011429262 0.36287595588193255 26.681891632819955 26.681891632819955 43.24972876711335 43.24972876711335 58798.13797450019 58776.193437499925 18.22920962954676 18.22920962954676 18.352263355112 0.16827465473757816 3.230871940936997 5.800339845768794 334.99096528481255 25.629169345660898 0.0022347858476939875 15.805882220561504 16.487293037691117 16.066347797019482 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7482000851589078 4.4422146208793745 334.99398484037897 25.6293277727543 0.0753678589389043 22.108458107013703 23.636209490289687 22.398875615172386 0.4 False False 0.3 0.7 1.5 0.02 8 3 21.944537000264972 5.800339845768794 3.230871940936997 0.4209452406716352 1.795286211215978 -1.7419165918556416 -2.285915558092519 False 0.04 Inputed -17.912541532369417 -18.03559525793466 """""" """""" """"""
-0.17658643419266462 0.2175773726790376 -7.3969841363202775 18.372328637490746 5666.537725410668 55.77866508520211 39 19 19 36.02502309996635 56 True False 2020acdv 108.37523333333331 23.625966666666667 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 108.37523333333331 23.625966666666667 TNS 2020acdv ZTF20acwkvgj 2020acdv SNIa 0.06 0.08526138702359631 1.5973398483653654 0.3701524107456535 0.7112339770118155 1.5973398483653654 2.8310379305892823 11.245474206615528 11.245474206615528 24.77954889335082 24.77954889335082 59203.31333329994 59193.308009299915 18.005716612182876 18.005716612182876 18.041799737347905 1.908515496744106 1.7785843680221265 0.7780127655380406 108.37505101 23.62610379 0.0007586979987582732 16.670638807213308 17.815448458862306 17.08431333961487 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.7785843680221265 0.7780127655380406 108.37505101 23.62610379 0.0007586979987582732 16.670638807213308 17.815448458862306 17.08431333961487 0.99 False False 0.3 0.7 1.5 0.02 8 3 10.00532400002703 0.7780127655380406 1.7785843680221265 0.7311351192474369 0.43743371387168384 -0.19026815332057012 -0.9574863977330352 False 0.06 Inputed -19.113701243849896 -19.149784369014924 """""" """""" """"""
-0.015888173262488182 0.12985397101978075 4.979691660862865 18.51913255272059 4331.732636010792 144.7733740351805 66 34 34 72.91175920004025 89 True True 2021apg 205.33022499999998 24.49553611111111 SNII 0.026898 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 205.33022499999998 24.49553611111111 TNS 2021apg ZTF21aafkwtk 2021apg SNII 0.026898 0.24026232730787456 0.7517162395013877 0.35525550319608 0.4785220748073584 0.7517162395013877 1.0638501110999457 151.42543733798308 151.42543733798308 -78.51367813794283 -78.51367813794283 59249.40961810015 59231.44590280019 18.330508845885095 18.55932595521797 18.330508845885095 2.220704443992076 4.33815754692736 13.41125297492925 205.326198465887 24.4962088021382 0.0018084622727859712 13.922737580039502 15.098839620028734 14.299833193433285 0.985 """""" """""" """""" """""" 6 False True all False False 0 0.7 1.1083399978975423 205.329987785141 24.4957556290388 0.02550277652018551 23.188453486317396 22.469642074437143 22.2967191414845 0.6499999999999999 False False 0.3 0.7 1.5 0.02 8 3 17.96371529996395 13.41125297492925 4.33815754692736 0.7990064265954491 3.0914628687075236 -3.4604863351892376 -4.03067565245181 False 0.026898 Inputed -17.06560712245268 -16.836790013119803 """""" """""" """"""
-0.159646251328093 0.2580690056605599 -7.782709053590222 18.21661796559473 5605.944131924322 97.65610083653596 17 10 10 36.89819440012798 70 True False 2019fbw 243.70563708333 -11.92792561111 SNIa 0.066 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 243.70563708333 -11.92792561111 TNS 2019fbw ZTF19aatnfci 2019fbw SNIa 0.066 0.025614310441174126 0.7297185237586916 0.1751762012541782 0.3414508802278391 0.7297185237586916 1.2029831443433707 11.723795771823731 11.723795771823731 25.174398628304246 25.174398628304246 58617.37754630018 58606.35560189979 17.669223719225535 17.669223719225535 17.91061017237439 6.62617713967775 4.8593660090516755 7.104708399433853 243.70466898 -11.92965698 0.0014597073463452626 14.384856131839753 15.468925119400023 14.758007666015626 0.9200000000000002 """""" """""" """""" """""" 1 False True all False False 0 2.0228851576687283 4.487956301623259 243.70586204 -11.92669854 0.005517398531519668 17.951827332305907 23.569022509002686 24.24365661058426 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.021944400388747 7.104708399433853 4.8593660090516755 0.7109174533843969 1.462064883814003 -2.200298599825512 -3.1526025063587646 False 0.066 Inputed -19.4548277042542 -19.696214157403055 """""" """""" """"""
-0.3502884151795367 0.47471301938326105 -0.8017648562281692 16.48362384855294 6590.312429207565 160.4343306015137 22 7 7 23.95978010026738 43 True False 2017hni 66.282658333333 -23.97271511111 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 66.282658333333 -23.97271511111 TNS 2017hni ZTF20aakugak 2017hni CV 0.0 -0.26275946456749466 0.043513052905375105 -0.19391436107995474 -0.12009612938342684 0.043513052905375105 0.23024361519140157 1.3251819537859477 1.3251819537859477 22.634598146481434 22.634598146481434 59934.25212959992 59934.25212959992 16.098319588083864 16.098319588083864 16.387397957123596 9.556400385130061 0.7 0.14700820869676573 66.28261464 -23.97272369 0.01238650986298051 22.85519362382889 22.025782029795646 22.01684348938465 0.9 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.14700820869676573 66.28261464 -23.97272369 0.01238650986298051 22.85519362382889 22.025782029795646 22.01684348938465 0.9 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.14700820869676573 0.7 0.008938540410994733 0.21001172670966534 5.927462441711782 5.629445532261055 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.08564287636815733 0.41585669139319925 -26.317905080955814 18.34771835881968 6285.367295711116 291.25087028058556 39 28 28 68.78921300033107 51 True True 2021chc 176.1111458333333 7.353161111111111 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 176.1111458333333 7.353161111111111 TNS 2021chc ZTF21aagsgit 2021chc SNIa 0.09 -0.11015050833574591 0.0729386676600896 -0.06688876221693718 -0.021983612838585742 0.0729386676600896 0.17498770009006748 -16.030563231070495 -16.030563231070495 84.81977623140156 84.81977623140156 59248.46184029989 59248.41953699989 18.31114120138876 18.31114120138876 18.5112974390072 2.125997500780583 0.7257069272921078 11.893803640375268 176.108805620234 7.35080985551865 0.3012335809084016 21.639192537094353 22.863288099665642 22.05322241389632 0.2777777777777778 """""" """""" """""" """""" 0 False True all False False 0 0.7257069272921078 11.893803640375268 176.108805620234 7.35080985551865 0.3012335809084016 21.639192537094353 22.863288099665642 22.05322241389632 0.2777777777777778 False False 0.3 0.7 1.5 0.02 8 3 0.042303299997001886 0.0 0.0 0.0 0.0 5.32885879861124 4.758702560992798 True 0.09 Inputed -19.539087206172034 -19.739243443790475 """""" """""" """"""
-0.1410207171151337 0.39597595243370376 -7.46820034426999 19.277357387783553 5812.969689367562 216.37890592309031 30 18 18 38.98329870030284 45 True True 2020bqi 210.39159583333333 23.850297222222224 SNIa 0.11 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 210.39159583333333 23.850297222222224 TNS 2020bqi ZTF20aaknzba 2020bqi SNIa 0.11 -0.08225556218249608 0.17674178157261622 -0.022208167871934137 0.04089839453144606 0.17674178157261622 0.32621148242921194 14.035446537050671 14.035446537050671 24.94785216325217 24.94785216325217 58890.46012730012 58875.52574069984 18.935113868134913 18.94668245125353 18.935113868134913 0.8858499768601912 0.8479183945368013 0.1001142981032652 210.39161162269852 23.850320988298897 0.00972718432853803 22.040632363283038 22.613585016852618 22.3489154824388 0.575 """""" """""" """""" """""" 0 False True all False False 0 0.8479183945368013 0.1001142981032652 210.39161162269852 23.850320988298897 0.00972718432853803 22.040632363283038 22.613585016852618 22.3489154824388 0.575 False False 0.3 0.7 1.5 0.02 8 3 14.934386600274593 0.1001142981032652 0.8479183945368013 0.2646695344138159 0.11807067607957178 3.666902565599088 3.413801614303889 False 0.11 Inputed -19.560045914294776 -19.54847733117616 """""" """""" """"""
-0.017639311293312025 0.32758976928193023 -11.343118974672986 18.903789747985897 3613.364587407874 275.3256802176145 33 33 33 61.99233799986541 51 True True 2020ej 241.69637958333 20.538009666666 SNII 0.03333 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 241.69637958333 20.538009666666 TNS 2020ej ZTF19aczkjxn 2020ej SNII 0.03333 0.7111607177566839 1.03452139201854 0.7878320705450719 0.8672285015759371 1.03452139201854 1.213718424587423 51.96034571681257 51.96034571681257 10.031992283052844 10.031992283052844 58852.56184029998 58852.52576390002 18.722072518915528 19.468533945577708 18.722072518915528 0.7123574075206685 2.9954832372789366 3.5991890197565106 241.695941822036 20.5389215340546 0.0020785816161330573 16.281730293581486 16.774846236424445 16.457010812318323 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7241063939251807 0.8953832567895864 241.696277483103 20.537780060459 0.0031835866224591003 20.560411288490297 20.58070775366783 20.736726492013933 0.24 False False 0.3 0.7 1.5 0.02 8 3 0.036076399963349104 3.5991890197565106 2.9954832372789366 0.3178354241061214 1.2015386949806381 -2.693687709153263 -2.265061706597205 False 0.03333 Inputed -17.14307931094576 -16.396617884283582 """""" """""" """"""
-0.128422150283565 0.38680047743609614 -4.71294945470918 19.044539243410355 6296.955453952593 74.66579568134583 32 23 23 40.052013899665326 26 True True 2018lhw 177.7420575 10.393152888888 SNIa 0.107 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 177.7420575 10.393152888888 TNS 2018lhw ZTF18adbyxua 2018lhw SNIa 0.107 -0.14554274178140858 0.7157605768056641 0.027160070449038898 0.22630962113316855 0.7157605768056641 1.3501160032674484 12.746560519121388 12.746560519121388 27.305453380543938 27.305453380543938 58492.53954860009 58482.47631940013 18.599923073416008 18.599923073416008 18.850936271158023 0.3619727717620672 0.9506162978068741 0.6629532927205036 177.742189901931 10.3930226858845 0.00879106905337268 21.45949415932059 21.841297605190277 21.682302855340243 0.78 """""" """""" """""" """""" 0 False True all False False 0 0.9506162978068741 0.6629532927205036 177.742189901931 10.3930226858845 0.00879106905337268 21.45949415932059 21.841297605190277 21.682302855340243 0.78 False False 0.3 0.7 1.5 0.02 8 3 10.063229199964553 0.6629532927205036 0.9506162978068741 0.15899474985003437 0.6973931482659982 3.2413745317742695 2.83136658418222 False 0.107 Inputed -19.58285471627145 -19.833867914013464 """""" """""" """"""
-0.1465035046441754 0.23292553484655742 -9.101708086169937 19.111415542284355 5684.964276927271 108.69253678719492 34 26 26 48.90721070021391 37 True True 2019xds 63.91742499999999 -5.918383333333334 SNIa 0.095 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 63.91742499999999 -5.918383333333334 TNS 2019xds ZTF19acyqdxa 2019xds SNIa 0.095 0.011918730115198173 0.6245307761375472 0.1441619056810879 0.2896860626766724 0.6245307761375472 1.0252127932924253 13.833764924784912 13.833764924784912 35.07344577542899 35.07344577542899 58846.230405100156 58833.240335599985 18.7315446166951 18.7315446166951 18.761661486307315 1.3179697420276848 0.9000520342527594 1.4794987577075742 63.9177361435717 -5.9181129321427 0.014848340659891601 21.768966497905254 21.71913083071947 21.90629250261307 0.7285714285714285 """""" """""" """""" """""" 0 False True all False False 0 0.9000520342527594 1.4794987577075742 63.9177361435717 -5.9181129321427 0.014848340659891601 21.768966497905254 21.71913083071947 21.90629250261307 0.7285714285714285 False False 0.3 0.7 1.5 0.02 8 3 12.990069500170648 1.4794987577075742 0.9000520342527594 -0.18716167189359822 1.6437924713273746 2.987586214024372 3.1446310163057554 False 0.095 Inputed -19.408428246837946 -19.43854511645016 """""" """""" """"""
-0.06989136461755212 0.5556815248526599 -20.705909426704054 18.13236898066734 4626.808580514672 231.96064857824547 20 13 13 46.98045129980892 56 True False 2021sco 325.0485458333333 -15.978402777777777 SNIa 0.054 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 325.0485458333333 -15.978402777777777 TNS 2021sco ZTF21abizmnw 2021sco SNIa 0.054 0.3358684634451379 0.6564521997080881 0.4109483019201683 0.489330169783031 0.6564521997080881 0.8381875890424837 12.750954923337623 12.750954923337623 34.229496376471296 34.229496376471296 59406.44722220022 59381.397118099965 17.989988606592366 18.339657188303054 17.989988606592366 6.185128899586458 2.6077414914181114 0.6153161177838584 325.04848544 -15.97824202 0.00043858794605333706 14.98527085828781 16.032274475669862 15.414674823880196 0.9099999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.6077414914181114 0.6153161177838584 325.04848544 -15.97824202 0.00043858794605333706 14.98527085828781 16.032274475669862 15.414674823880196 0.9099999999999999 False False 0.3 0.7 1.5 0.02 8 3 25.05010410025716 0.6153161177838584 2.6077414914181114 0.617599651789666 0.23595748267564834 -2.307382712633192 -2.57531378271217 False 0.054 Inputed -18.933706418014413 -18.584037836303725 """""" """""" """"""
-0.2185971141882697 0.22551635159065203 -5.412753912712374 17.764804700239914 5653.843164483778 138.42567811488055 41 33 33 59.78997689997777 75 True True 2021dcu 242.025975 25.483736111111114 SNIa 0.042 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 242.025975 25.483736111111114 TNS 2021dcu ZTF21aakjhcb 2021dcu SNIa 0.042 -0.04054749792766188 0.40246692519877314 0.0580171244364287 0.16440564159378823 0.40246692519877314 0.6775208251502036 5.422062119838075 5.422062119838075 54.3679147801397 54.3679147801397 59268.50818290003 59264.48664350016 17.246244012425525 17.246244012425525 17.320211993063683 6.552810436556925 4.830787661589463 5.970681589377934 242.0269231139005 25.4851567424884 0.001126873103915238 14.19735287150383 15.820881909260748 14.734183806285857 0.9400000000000001 """""" """""" """""" """""" 0 False True all False False 0 4.830787661589463 5.970681589377934 242.0269231139005 25.4851567424884 0.001126873103915238 14.19735287150383 15.820881909260748 14.734183806285857 0.9400000000000001 False False 0.3 0.7 1.5 0.02 8 3 4.021539399866015 5.970681589377934 4.830787661589463 1.086698102974891 1.2359644032487684 -1.425362103164776 -2.586028186777826 False 0.042 Inputed -19.051586450084507 -19.125554430722666 """""" """""" """"""
-0.2366992727691582 0.20058997416252242 -8.52828810120803 18.51582583377246 5913.75588605401 115.53237143659078 44 33 33 62.94125000014901 57 True False 2019cqe 274.63898375 58.038391388888 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 274.63898375 58.038391388888 TNS 2019cqe ZTF19aanuipj 2019cqe SNIa 0.06 -0.05389847295612071 0.4877345631204726 0.06381930602169206 0.19280538430522043 0.4877345631204726 0.837768434309492 10.297383918631663 10.297383918631663 52.643866081517345 52.643866081517345 58584.46979170013 58572.43118060008 17.896396950625686 17.896396950625686 18.016745965477984 2.225781435930117 1.6236119953339538 5.340477203693756 274.63732605 58.0395875 0.0009454648298513613 15.538305782413483 16.647269213962556 15.947957646727563 0.9400000000000001 """""" """""" """""" """""" 1 False True all False False 0 0.7 5.251017676398463 274.64111002 58.03746366 0.07198755390532519 21.656512013471126 23.340130641293527 22.019163488662244 0.5 False False 0.3 0.7 1.5 0.02 8 3 12.038611100055277 5.340477203693756 1.6236119953339538 0.699311567234993 3.2892570509712797 -1.2491277366631302 -2.0687883187504212 False 0.06 Inputed -19.138755015719816 -19.259104030572114 """""" """""" """"""
-0.06787354407264623 0.2354178693146417 -14.452571303525584 18.994003333679316 5697.900385699306 247.49281412975608 31 26 26 68.86019669985399 27 True True 2018gvm 47.588874999999 -7.685011 SNII 0.125 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 47.588874999999 -7.685011 TNS 2018gvm ZTF18abvfecb 2018gvm SNII 0.125 -0.02532103552491094 0.20889542253181403 0.029542591694863063 0.08681519054428222 0.20889542253181403 0.34155613798306206 31.806492561699383 31.806492561699383 37.0537041381546 37.0537041381546 58397.395960600115 58372.44701390015 18.589676852920544 18.589676852920544 18.6539033982065 0.39600113025091405 1.4125949910168667 2.3166779207907573 47.588439953017456 -7.685488743719425 0.006279500689859274 19.446767318131926 19.976498564639094 19.64823710600853 0.9650000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.4125949910168667 2.3166779207907573 47.588439953017456 -7.685488743719425 0.006279500689859274 19.446767318131926 19.976498564639094 19.64823710600853 0.9650000000000001 False False 0.3 0.7 1.5 0.02 8 3 24.948946699965745 2.3166779207907573 1.4125949910168667 0.3282614586305641 1.6400156701129742 1.3868217117185502 0.9943337078020313 False 0.125 Inputed -20.125312244731933 -20.189538790017888 """""" """""" """"""
-0.11889526817016328 0.21974452167191177 -16.078236217762136 18.05233899127689 4662.249554251341 111.91732843414029 42 31 31 50.03979169996455 64 True True 2020hz 82.79377916666665 1.7191722222222223 SNIa 0.049 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 82.79377916666665 1.7191722222222223 TNS 2020hz ZTF20aadfyjl 2020hz SNIa 0.049 0.41746485621056095 1.1809621160164632 0.5843191312052554 0.7664259072970836 1.1809621160164632 1.6712611568441105 14.804632083428052 14.804632083428052 35.2351596165365 35.2351596165365 58871.24848379986 58853.11035879981 17.65315732290301 17.929998186736338 17.65315732290301 1.9901004714411001 3.422265309226537 0.22377272326591363 82.79383052074985 1.71913716677806 0.0008775273807315465 15.199635620131492 15.928247404727935 15.518145451698302 0.9888888888888889 """""" """""" """""" """""" 0 False True all False False 0 3.422265309226537 0.22377272326591363 82.79383052074985 1.71913716677806 0.0008775273807315465 15.199635620131492 15.928247404727935 15.518145451698302 0.9888888888888889 False False 0.3 0.7 1.5 0.02 8 3 18.13812500005588 0.22377272326591363 3.422265309226537 0.41010195302963304 0.06538731017218775 -2.0017507820084024 -2.135011871204707 False 0.049 Inputed -19.05699910007531 -18.78015823624198 """""" """""" """"""
-0.18479681151513458 0.14801779637289936 -7.666333487619827 18.519279108954805 5577.563723394056 108.59624539427855 28 28 28 63.91287040011957 38 True True 2020acif 219.56429166666663 21.748319444444444 SNIa 0.062157 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 219.56429166666663 21.748319444444444 TNS 2020acif ZTF20acwyihb 2020acif SNIa 0.062157 0.020059281098575354 0.6370180464784596 0.15325415130229558 0.29981509280793617 0.6370180464784596 1.0405010992888606 13.701526214740658 13.701526214740658 50.21134418537891 50.21134418537891 59203.544398100115 59192.51450229995 17.92019369119492 17.92019369119492 18.081990830729833 1.9424778713034365 2.6565526540116 2.6631284440863863 219.5647859280495 21.7488995203848 0.0018994278849554513 16.58963079586148 17.42352271771312 16.933097924731968 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.6565526540116 2.6631284440863863 219.5647859280495 21.7488995203848 0.0018994278849554513 16.58963079586148 17.42352271771312 16.933097924731968 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 11.029895800165832 2.6631284440863863 2.6565526540116 0.4904247929811518 1.0024753095199737 -0.4966709734818018 -1.1488929059978652 False 0.062157 Inputed -19.151278243885383 -19.313075383420294 """""" """""" """"""
-0.07610762522085127 0.6136202202219604 -12.666395283586327 17.827437863281126 5447.52333203247 159.81365509611325 28 19 19 60.857997599989176 33 True False 2019qny 53.249792083333 -2.778189 SNIIn 0.048 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 53.249792083333 -2.778189 TNS 2019qny ZTF19adannbl 2019qny SNIIn 0.048 0.06524973262073175 0.4722630508950374 0.15742072031985543 0.2557751944987423 0.4722630508950374 0.7173379654423648 19.671148206296387 19.671148206296387 41.18684939369279 41.18684939369279 58859.18927079998 58833.268680599984 17.822858382327293 17.8433386119287 17.822858382327293 2.3098569492004364 3.8321793827776687 6.919361632432013 53.24990923 -2.78010748 0.005970140047141914 16.645531492829324 17.18840277504921 16.824887169861793 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.8321793827776687 6.919361632432013 53.24990923 -2.78010748 0.005970140047141914 16.645531492829324 17.18840277504921 16.824887169861793 1.0 False False 0.3 0.7 1.5 0.02 8 3 25.920590199995786 6.919361632432013 3.8321793827776687 0.3635156051874162 1.8055943997633717 -0.654935836879492 -0.9979712124655009 False 0.048 Inputed -18.842009962691613 -18.821529733090205 """""" """""" """"""
-0.1830262868550431 0.11724265008958198 -13.564421762650506 17.653292405422043 4162.923737530466 137.381803205924 62 44 44 72.97624999983236 42 True True 2018kbe 214.11470333333 65.525177888888 SNIa 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 214.11470333333 65.525177888888 TNS 2018kbe ZTF18acvwbos 2018kbe SNIa 0.03 0.5437764243836689 1.1862788996016 0.6879485779223664 0.8426623152963657 1.1862788996016 1.5802289241091785 9.163660144217069 9.163660144217069 63.81258985561529 63.81258985561529 58476.528761600144 58465.51216439996 17.040510595275133 17.36527782307789 17.040510595275133 11.24237277419957 1.1922446543436225 0.6797813295023823 214.11429073218397 65.52525811601649 0.0021583425072093654 19.058918169925214 19.38843664678812 19.15608847163677 0.9833333333333334 """""" """""" """""" """""" 0 False True all False False 0 1.1922446543436225 0.6797813295023823 214.11429073218397 65.52525811601649 0.0021583425072093654 19.058918169925214 19.38843664678812 19.15608847163677 0.9833333333333334 False False 0.3 0.7 1.5 0.02 8 3 11.01659720018506 0.6797813295023823 1.1922446543436225 0.23234817515134765 0.5701693247487267 2.0231588237102294 2.1155778763616375 False 0.03 Inputed -18.594286858350195 -18.26951963054744 """""" """""" """"""
-0.018544550403066143 0.544901467876702 -22.297999831188587 19.149443112038135 7072.343200196076 127.6901602943584 29 19 19 70.83203710010275 83 True False 2021cdw 211.38251666666665 -25.36510277777778 SNII 0.03969 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 211.38251666666665 -25.36510277777778 TNS 2021cdw ZTF21aaigdly 2021cdw SNII 0.03969 -0.15106162848086058 0.29262839789721795 -0.053622809745640154 0.052437277093957846 0.29262839789721795 0.5742127984867267 13.466664360205844 13.466664360205844 57.36537273989691 57.36537273989691 59255.527060199995 59252.502488399856 18.708714406592684 18.708714406592684 18.895657716765946 1.2129198073750374 3.8759056444641637 16.976699128532992 211.37859048 -25.36199603 0.0029195023459358538 14.144155231881141 15.431882709550857 14.47242654671669 0.97 """""" """""" """""" """""" 6 False True all False False 0 0.7 6.895593865069739 211.38375326 -25.36665854 0.09336604133507775 21.333917689085006 22.39128050553799 19.065039485669136 0.8 False False 0.3 0.7 1.5 0.02 8 3 3.0245718001388013 16.976699128532992 3.8759056444641637 0.9594561628341669 4.3800599616712255 -3.2768316970418265 -4.423231170049256 False 0.03969 Inputed -17.35208994906664 -17.539033259239904 """""" """""" """"""
-0.04651150438454349 0.3051344669558955 -20.090739857804365 19.548336875020148 5224.631067193142 168.93069399448086 32 17 17 32.929224600084126 34 True True 2021htf 153.444 -0.9086027777777778 SNIIP 0.0424 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 153.444 -0.9086027777777778 TNS 2021htf ZTF21aarbhhp 2021htf SNIIP 0.0424 0.18642525032581858 0.6015851643175338 0.28112679655250616 0.38170298239769096 0.6015851643175338 0.8484413967356836 9.50058098999093 9.50058098999093 23.428643610093197 23.428643610093197 59306.31166670006 59302.24097219994 19.324734595273632 19.324734595273632 19.377416217288026 1.2492957261850592 3.450587801946661 18.09126191260057 153.444937765497 -0.913539878766434 0.008294908908615728 15.425031097867489 16.427113691139223 15.791036917772294 1.0 """""" """""" """""" """""" 8 False True all False False 0 1.02710517984707 4.513567966279021 153.44520967812252 -0.9089329040285814 0.02078535820205596 20.227561043103933 22.43557861079216 20.782562762278317 0.66875 False False 0.3 0.7 1.5 0.02 8 3 4.070694500114769 18.09126191260057 3.450587801946661 0.6360767733669288 5.242950752446966 -2.89762090413441 -3.586379299515732 False 0.0424 Inputed -17.01517384635762 -17.067855468372013 """""" """""" """"""
-0.2102478684787487 0.15900645510071473 -9.157689037920296 18.03700079853529 4806.333428511285 137.45365429803263 109 61 61 66.91351850004867 53 True True 2020rxz 337.16239999999993 22.867497222222223 SNIa 0.039 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 337.16239999999993 22.867497222222223 TNS 2020rxz ZTF20abweedo 2020rxz SNIa 0.039 0.23553427682621475 0.7767246586661898 0.35651715708592846 0.4866834733915759 0.7767246586661898 1.1103761404348695 14.605404205902833 14.605404205902833 52.30811429414584 52.30811429414584 59099.32431709999 59084.307141200174 17.47318748815321 17.55907565039331 17.47318748815321 3.2806666788392373 5.572424731274573 1.6454959891401642 337.1619068062315 22.8675463756794 0.0021991125755910224 15.09936701704979 15.623785977444648 15.359652153575421 1.0 """""" """""" """""" """""" 0 False True all False False 0 5.572424731274573 1.6454959891401642 337.1619068062315 22.8675463756794 0.0021991125755910224 15.09936701704979 15.623785977444648 15.359652153575421 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.01717589981854 1.6454959891401642 5.572424731274573 0.26413382386922635 0.29529263623876567 -1.935289672948663 -2.11353533457779 False 0.039 Inputed -18.736114997914736 -18.650226835674637 """""" """""" """"""
-0.18345033381646736 0.1988924226732852 -9.25803914502088 17.909075017693134 5642.954825922371 129.02217821720603 76 61 61 73.92197919962928 36 True True 2021huu 178.61120833333334 55.07398055555556 SNIa 0.046248 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 178.61120833333334 55.07398055555556 TNS 2021huu ZTF21aarrplo 2021huu SNIa 0.046248 0.00568553089013335 0.5037849011375748 0.11570217317101594 0.23500624187553854 0.5037849011375748 0.8170285719665635 15.545674900477378 15.545674900477378 58.3763042991519 58.3763042991519 59323.28559029987 59307.28530090023 17.30625073781428 17.30625073781428 17.47302631338358 5.521075388073818 3.7384323205818375 4.535764802483621 178.6090299573005 55.073801613742845 0.004420011627213616 16.686169029929935 17.210918325946928 16.860310209869446 0.985 """""" """""" """""" """""" 0 False True all False False 0 3.7384323205818375 4.535764802483621 178.6090299573005 55.073801613742845 0.004420011627213616 16.686169029929935 17.210918325946928 16.860310209869446 0.985 False False 0.3 0.7 1.5 0.02 8 3 16.000289399642497 4.535764802483621 3.7384323205818375 0.3506081160774812 1.2132799027849432 -0.09533241186735353 -0.6127161035141349 False 0.046248 Inputed -19.110197247096504 -19.276972822665805 """""" """""" """"""
-0.034001241816097996 0.2974330844442058 -13.184209024702499 17.60850805123169 4091.983972281305 160.52130917275517 53 26 26 72.93894679984078 44 True True 2019cri 208.51133291666 14.729711 SNIc 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 208.51133291666 14.729711 TNS 2019cri ZTF19aanijpu 2019cri SNIc 0.05 0.5448969711967706 1.0837341861231273 0.667720670937495 0.7982048947985376 1.0837341861231273 1.4048949192496885 71.4821065867927 71.4821065867927 1.456840213048089 1.456840213048089 58616.298101900145 58567.29418980004 17.43641608235675 17.9840548577636 17.43641608235675 0.8188767153312642 0.7 0.36562259368207317 208.511230866306 14.7297349539732 0.0034623386052970995 21.099369510524273 21.14257074341774 21.111343303465844 0.3375 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.36562259368207317 208.511230866306 14.7297349539732 0.0034623386052970995 21.099369510524273 21.14257074341774 21.111343303465844 0.3375 False False 0.3 0.7 1.5 0.02 8 3 49.00391210010275 0.36562259368207317 0.7 0.03122743995189481 0.5223179909743902 3.1585158856541398 3.674927221109094 False 0.05 Inputed -19.318122548818526 -18.770483773411677 """""" """""" """"""
-0.28373858240517935 0.17912546140890834 -8.171074511160654 15.285139617152613 4460.207999564603 546.4027322787781 104 44 44 71.06958340015262 45 True True 2020adow 128.42609166666665 27.7121 SNIc 0.0075050001 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 128.42609166666665 27.7121 TNS 2020adow ZTF20adadrhw 2020adow SNIc 0.0075050001 0.27293443200749046 0.3975761670369167 0.30323604376032165 0.33410484474246793 0.3975761670369167 0.46341399819505114 6.973738706398458 6.973738706398458 64.09584469375416 64.09584469375416 59219.34008099977 59210.256018499844 14.694375147058322 14.704643319344642 14.694375147058322 61.2410732473699 7.18998604863596 4.001307550436992 128.4273471111455 27.712108832410898 0.0018635453270681168 14.140669962749481 14.696887784109116 14.304638959136009 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 3.7148439042865804 128.425235845251 27.7128005588813 0.04119147150840774 21.72706391025543 21.191085227046013 21.268357583522796 0.0375 False False 0.3 0.7 1.5 0.02 8 3 9.084062499925494 4.001307550436992 7.18998604863596 0.3922488249731071 0.5565111703097247 -0.007755535235526523 -0.38973618792231335 False 0.0075050001 Inputed -17.91912748619399 -17.908859313907673 """""" """""" """"""
-0.12060279795356449 0.318414903923938 -3.983100895324989 18.531425197625587 5545.5014383311645 57.16680149237703 47 23 23 39.9136458998546 61 True True 2021scx 260.45691666666664 24.952380555555553 SNIa 0.062 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 260.45691666666664 24.952380555555553 TNS 2021scx ZTF21abisowq 2021scx SNIa 0.062 0.02674961036066037 1.4309750350254333 0.2924996761473082 0.6098923442551225 1.4309750350254333 2.5674316957398666 16.453770064329753 16.453770064329753 23.459875835524848 23.459875835524848 59407.25825229986 59396.31038190005 18.27631463143515 18.27631463143515 18.328251223544147 1.1298638698082106 1.1092966057033937 2.8566675755189816 260.4563637121415 24.952995641285902 0.005449564879924651 19.286151735477446 20.129980077471732 19.5826875178051 0.9200000000000002 """""" """""" """""" """""" 0 False True all False False 0 1.1092966057033937 2.8566675755189816 260.4563637121415 24.952995641285902 0.005449564879924651 19.286151735477446 20.129980077471732 19.5826875178051 0.9200000000000002 False False 0.3 0.7 1.5 0.02 8 3 10.947870399802923 2.8566675755189816 1.1092966057033937 0.5472925596666336 2.5752062711014947 1.8536654460365831 1.2544362942609517 False 0.062 Inputed -18.89944808761286 -18.95138467972186 """""" """""" """"""
-0.1343886894827342 0.14431995989101368 -11.275309290652894 17.94234239181112 4588.282000968107 127.10326358954853 47 44 44 61.82658560015261 29 True False 2020ryi 25.556012499999994 -20.707469444444445 SNIa 0.047506 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 25.556012499999994 -20.707469444444445 TNS 2020ryi ZTF20abvyare 2020ryi SNIa 0.047506 0.34922443365784517 0.9827868117999721 0.4898157761708859 0.6417826384803647 0.9827868117999721 1.3787312223924708 15.160393956281421 15.160393956281421 46.66619164387119 46.66619164387119 59096.45645829989 59084.42466440005 17.56825848150871 17.613858981966732 17.56825848150871 1.9554657101350523 3.633717525032844 7.168054192023189 25.5542904 -20.70629909 0.0024732009874584016 15.51370656850338 16.122598167073726 15.71512875638008 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.633717525032844 7.168054192023189 25.5542904 -20.70629909 0.0024732009874584016 15.51370656850338 16.122598167073726 15.71512875638008 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.031793899834156 7.168054192023189 3.633717525032844 0.4074694106936452 1.9726503622370588 -1.4912608148930069 -1.85312972512863 False 0.047506 Inputed -19.073891677143735 -19.028291176685713 """""" """""" """"""
-0.3634777794390643 0.4515291573388931 -3.77129266423961 18.503683081914073 4998.4301291169895 192.261820278703 43 8 8 5.9150578998960555 77 True False 2018gte 316.12900583333 13.0519255 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 316.12900583333 13.0519255 TNS 2018gte ZTF18abygcwk 2018gte CV 0.0 0.10339536002992133 0.4433268910682351 0.18171438623083702 0.26435775035818665 0.4433268910682351 0.6418015224217903 0.4149437839710295 0.4149437839710295 5.500114115925026 5.500114115925026 58385.23059030017 58383.231875000056 18.29952077132128 18.557545008889765 18.29952077132128 11.870028029308529 0.7 0.397065697410311 316.12891452 13.05199071 0.03244335276836818 24.048457962632177 23.42879679570198 23.381537691020966 0.075 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.397065697410311 316.12891452 13.05199071 0.03244335276836818 24.048457962632177 23.42879679570198 23.381537691020966 0.075 False False 0.3 0.7 1.5 0.02 8 3 1.9987153001129627 0.397065697410311 0.7 0.04725910468101446 0.5672367105861587 4.871251786812216 5.0820169196996865 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.1415545847713595 0.20842647221383304 -8.765456191956261 18.804766653254188 6025.56772234161 88.51319649535193 34 20 20 59.90730320010334 40 True True 2019duk 185.46957791666 12.1175735 SNIa 0.0798 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 185.46957791666 12.1175735 TNS 2019duk ZTF19aarfksi 2019duk SNIa 0.0798 -0.04545645371661777 0.7077797865819484 0.11148399327649372 0.28812009863006693 0.7077797865819484 1.2301008444004111 14.264090491570334 14.264090491570334 45.64321270853301 45.64321270853301 58605.2306597 58593.279305600096 18.247146323357672 18.247146323357672 18.4072064447208 1.8211755929271147 1.969665160356508 1.1249313463269022 185.469803055678 12.1177952890454 0.001919505202304106 17.582715334126952 18.057435822321175 17.82159784843445 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.969665160356508 1.1249313463269022 185.469803055678 12.1177952890454 0.001919505202304106 17.582715334126952 18.057435822321175 17.82159784843445 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.951354099903256 1.1249313463269022 1.969665160356508 0.23583797388672423 0.571128214565815 -0.18971050103649745 -0.5856085962863489 False 0.0798 Inputed -19.37719711940549 -19.537257240768618 """""" """""" """"""
-0.19772788403944325 0.41097694728480827 -9.175775135746544 18.393361289216937 4642.015076773861 176.79427906725925 34 12 12 20.920023099984974 69 True True 2021qyc 237.23742083333332 6.842672222222222 SNIa 0.051097 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 237.23742083333332 6.842672222222222 TNS 2021qyc ZTF21abhzboh 2021qyc SNIa 0.051097 0.2680101340485521 0.6832279195133033 0.3632126111663396 0.46398210690244923 0.6832279195133033 0.9279015463883056 6.3392650289993915 6.3392650289993915 14.580758070985581 14.580758070985581 59401.311180599965 59390.29332179995 18.23245971143156 18.409448358135155 18.23245971143156 5.0375196569254665 2.602337135239445 0.9511279255937632 237.237637456453 6.842518783867215 0.00043212580614171436 14.946151648864745 16.225290942561628 15.39912472636819 0.975 """""" """""" """""" """""" 0 False True all False False 0 2.602337135239445 0.9511279255937632 237.237637456453 6.842518783867215 0.00043212580614171436 14.946151648864745 16.225290942561628 15.39912472636819 0.975 False False 0.3 0.7 1.5 0.02 8 3 11.017858800012618 0.9511279255937632 2.602337135239445 0.8261662161934389 0.3654898947235169 -2.1841574155735266 -2.8333349850633702 False 0.051097 Inputed -18.56976675181103 -18.392778105107435 """""" """""" """"""
-0.22508286352869325 0.4995652008304546 -4.539340145044878 17.841895626888316 5206.732321260053 191.218376886456 20 9 9 19.89170140028 55 True True 2019tpl 15.002835416666 -3.108422416666 SNIIn 0.076 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 15.002835416666 -3.108422416666 TNS 2019tpl ZTF19ackbclh 2019tpl SNIIn 0.076 0.05063649533018122 0.38001494183009754 0.12642867252769108 0.20647213686160626 0.38001494183009754 0.5727432484439987 4.565642297571335 4.565642297571335 15.326059102708664 15.326059102708664 58791.34041670011 58785.31881939992 17.709090983697653 17.743521759360686 17.709090983697653 0.8797301785646826 2.8740305779308093 7.515567494133302 15.0034651658708 -3.11041311936041 0.0018439891185814128 15.326665277799368 16.19634269823551 15.712500400389434 0.99 """""" """""" """""" """""" 4 False True all False False 0 0.8043979414235631 2.638853030821921 15.0028347946892 -3.10915543113368 0.00831560749121707 20.258187583773136 20.33523885647297 20.45854298277855 0.42000000000000004 False False 0.3 0.7 1.5 0.02 8 3 6.021597300190479 7.515567494133302 2.8740305779308093 0.4838422978460777 2.6149921827012084 -1.5471790611251741 -1.996590583308219 False 0.076 Inputed -19.967552300735044 -19.93312152507201 """""" """""" """"""
-0.09365231557053705 0.42773038088580095 -11.618998788401438 18.812954320165254 5960.8878363299755 59.58056568013438 51 28 28 22.94648139970377 39 True True 2020rxm 261.89229166666667 63.637569444444445 SNIa 0.0818 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 261.89229166666667 63.637569444444445 TNS 2020rxm ZTF20abtajxq 2020rxm SNIa 0.0818 0.10237337442076466 1.499971400849347 0.3707069409844195 0.6882898354803615 1.499971400849347 2.6077478764811417 1.4408906800527799 1.4408906800527799 21.50559071965099 21.50559071965099 59094.17943290016 59090.18778940011 18.553829984233534 18.553829984233534 18.669627448394994 0.7734990892234771 2.351223156787418 4.260958663085092 261.893091452077 63.636440384404196 0.0039703096712859764 17.388785890675784 18.009119592417477 17.636809243780377 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.351223156787418 4.260958663085092 261.893091452077 63.636440384404196 0.0039703096712859764 17.388785890675784 18.009119592417477 17.636809243780377 1.0 False False 0.3 0.7 1.5 0.02 8 3 3.991643500048667 4.260958663085092 2.351223156787418 0.3723103486371002 1.8122306471781404 -0.5447103918160572 -1.0328182046146175 False 0.0818 Inputed -19.169475811193067 -19.285273275354527 """""" """""" """"""
-0.1843820536229612 0.17212654564055196 -7.691282276257293 17.3062965778339 5147.3364266924345 136.53071088665072 41 21 21 74.74896989995614 43 True True 2019ahr 162.95263124999 8.8409881388888 SNIa 0.052 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 162.95263124999 8.8409881388888 TNS 2019ahr ZTF19aafmfxg 2019ahr SNIa 0.052 0.11422580238929925 0.6183806977528761 0.22660162359268554 0.3477434293636641 0.6183806977528761 0.930609898593552 16.851020141542975 16.851020141542975 57.89794975841316 57.89794975841316 58526.420775500126 58511.4212962999 16.827801276400386 16.827801276400386 17.20422588406167 5.305638769253574 3.071145800894462 1.4675637513703115 162.9522195867665 8.84096129994118 0.0045996056951315145 17.595544546083808 18.231504184829 17.801266692397594 0.95 """""" """""" """""" """""" 0 False True all False False 0 3.071145800894462 1.4675637513703115 162.9522195867665 8.84096129994118 0.0045996056951315145 17.595544546083808 18.231504184829 17.801266692397594 0.95 False False 0.3 0.7 1.5 0.02 8 3 14.999479200225323 1.4675637513703115 3.071145800894462 0.43023749243140585 0.47785544761270793 1.4037029084286132 0.5970408083359224 False 0.052 Inputed -19.636500792773205 -20.01292540043449 """""" """""" """"""
-0.1548827948823864 0.3925060847995306 -7.437075086662855 18.506678351012877 6025.3910172801 163.9665609452523 13 6 6 22.914050900377333 45 True False 2019aki 175.79804583333 -8.623346055555 SNIa 0.075 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 175.79804583333 -8.623346055555 TNS 2019aki ZTF19aajwdux 2019aki SNIa 0.075 -0.1135611384238473 0.23015670705493463 -0.03581924233187905 0.047207421415766504 0.23015670705493463 0.4374701170796236 -1.3989399928582609 -1.3989399928582609 24.312990893235593 24.312990893235593 58524.420080999844 58524.420080999844 18.173775215989355 18.173775215989355 18.38842753200429 4.453737160873221 1.8815931854374701 1.295592636152105 175.79836836 -8.62351289 0.001934095179422779 17.668845836102964 18.141443563389778 17.91264164700508 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.8815931854374701 1.295592636152105 175.79836836 -8.62351289 0.001934095179422779 17.668845836102964 18.141443563389778 17.91264164700508 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 1.295592636152105 1.8815931854374701 0.22880191638469682 0.6885615053133177 -0.032331652599577154 -0.47578588499920826 False 0.075 Inputed -19.258973891349175 -19.47362620736411 """""" """""" """"""
-0.06109010228568865 0.31911340012768835 -17.610635612135646 18.236878243994333 4803.099731680652 161.16713887644283 48 42 42 66.83716440014541 77 True True 2020hgo 255.34374999999997 20.316269444444444 SNII 0.0352 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 255.34374999999997 20.316269444444444 TNS 2020hgo ZTF20aaurfhs 2020hgo SNII 0.0352 0.3064937167658677 0.777795687924943 0.4137034257042629 0.5277620970540049 0.777795687924943 1.059551100183647 9.107846583720594 9.107846583720594 57.72931781642482 57.72931781642482 58961.4584144 58953.437048600055 17.93369360723549 18.049990592457956 17.93369360723549 2.545123967649161 2.9443968788860375 3.9627633268535765 255.3432179900195 20.31528823463615 0.0009871189613720466 15.260283592085838 16.406952977564337 15.661154812045098 0.9800000000000001 """""" """""" """""" """""" 1 False True all False False 0 0.7 1.532113552345064 255.343445712299 20.3165851900865 0.07385927121725278 24.225234478640555 24.26395161785126 23.58080955930233 0.05 False False 0.3 0.7 1.5 0.02 8 3 8.021365799941123 3.9627633268535765 2.9443968788860375 0.7457981655192398 1.3458658903187062 -1.6430376148936183 -2.2725387951903926 False 0.0352 Inputed -18.050990430376103 -17.934693445153638 """""" """""" """"""
-0.18424216094471269 0.2954754951514601 -8.119191030923858 18.66644110644969 3988.087921802275 171.59405853171768 31 14 14 39.98004629975185 63 True True 2019krw 267.54296374999 40.225849805555 SNIc 0.047 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 267.54296374999 40.225849805555 TNS 2019krw ZTF19abdoior 2019krw SNIc 0.047 0.5275757857216661 1.0232749502864245 0.641230643543313 0.7615200788236187 1.0232749502864245 1.3155753963150438 10.47062481060157 10.47062481060157 29.509421489150277 29.509421489150277 58681.26124999998 58669.2886458002 18.345418636721327 18.77688926407556 18.345418636721327 1.0633420418577557 2.96920122530162 6.9787912216262225 267.54432192467345 40.22748770102585 0.0023474454768662723 15.729002795476912 16.62721797525406 16.067348819618225 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.96920122530162 6.9787912216262225 267.54432192467345 40.22748770102585 0.0023474454768662723 15.729002795476912 16.62721797525406 16.067348819618225 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.972604199778289 6.9787912216262225 2.96920122530162 0.559869155635834 2.350393487028585 -2.1496712888215015 -2.278069817103102 False 0.047 Inputed -18.27321766587339 -17.841747038519156 """""" """""" """"""
-0.13679115471460673 0.28023696512635743 -17.085938591428835 18.512129820270708 5543.004566162294 168.98144125269803 6 5 5 15.957858799956739 46 True False 2020obr 13.634020833333333 -18.334925 SNIa 0.066 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 13.634020833333333 -18.334925 TNS 2020obr ZTF20abmubmh 2020obr SNIa 0.066 0.07164737201601667 0.4555893934046509 0.15907057315975592 0.2520290099593616 0.4555893934046509 0.6845369305396076 -7.786216454002711 -7.786216454002711 23.74407525395945 23.74407525395945 59048.46071759984 59048.46071759984 18.35854975180993 18.35854975180993 18.607542104732584 7.8792116959394445 3.021479253902529 5.1251649743437415 13.63291278 -18.33396557 0.006398320066814733 17.433894672006367 18.076660720205307 17.76367224345207 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 1.011010471725087 13.63429326 -18.33503453 0.008550640354284211 21.827010450303554 21.127672912740707 21.372827576881647 0.5 False False 0.3 0.7 1.5 0.02 8 3 0.0 5.1251649743437415 3.021479253902529 0.3129884767532367 1.6962436421577614 -0.2818890316046243 -0.8438698612805133 False 0.066 Inputed -18.757895771896006 -19.00688812481866 """""" """""" """"""
-0.12765231386508857 0.4296212455286791 -4.327898042277102 18.02962425646284 6005.609158212563 92.24276933469864 22 14 14 28.025601900182664 45 True True 2019ged 151.17170791666 40.042049999999 SNIa 0.064 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 151.17170791666 40.042049999999 TNS 2019ged ZTF19aavqotz 2019ged SNIa 0.064 -0.10756657908055445 0.5733233135237512 0.03500742578040672 0.1949822855637855 0.5733233135237512 1.0412994082711968 11.281162991368902 11.281162991368902 16.744438908813763 16.744438908813763 58643.172048599925 58634.18136569997 17.727666288836282 17.727666288836282 17.83329108995908 0.5396976101650088 1.7991341935617713 0.0467313885337281 151.1717150656405 40.042061770743445 0.003599589348381449 18.752591448612808 19.28565197027087 18.969847059126195 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.7991341935617713 0.0467313885337281 151.1717150656405 40.042061770743445 0.003599589348381449 18.752591448612808 19.28565197027087 18.969847059126195 0.99 False False 0.3 0.7 1.5 0.02 8 3 8.990682899951935 0.0467313885337281 1.7991341935617713 0.31580491114467435 0.025974376286636694 1.5579856814345874 1.1365559691671159 False 0.064 Inputed -19.46434079371749 -19.569965594840287 """""" """""" """"""
-0.10280407862145234 0.412473928309973 -2.1519826915640676 18.227228970832446 5859.294977156655 95.41225439190866 33 24 24 48.87461799988523 59 True False 2021ab 155.9535833333333 -26.469388888888886 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 155.9535833333333 -26.469388888888886 TNS 2021ab ZTF21aaabuoj 2021ab SNIa 0.07 -0.10719394940007732 0.5461495584968716 0.030417244889662243 0.18425025736033618 0.5461495584968716 0.9908917877764551 11.439094646206197 11.439094646206197 37.43552335367904 37.43552335367904 59220.45842589997 59215.48162040021 17.708418077439458 17.708418077439458 17.938776547604473 1.1395129005342814 2.4598453885017153 1.6110473752821726 155.95391226 -26.46972589 0.0020288643895337577 17.039872305607794 17.611564875650405 17.089282167053224 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.4598453885017153 1.6110473752821726 155.95391226 -26.46972589 0.0020288643895337577 17.039872305607794 17.611564875650405 17.089282167053224 1.0 False False 0.3 0.7 1.5 0.02 8 3 4.976805499754846 1.6110473752821726 2.4598453885017153 0.5222827085971815 0.6549384700407763 -0.09685320178905243 -0.8494943805512492 False 0.07 Inputed -19.556389403986323 -19.786747874151338 """""" """""" """"""
-0.12834843841183985 0.36571878346539066 -3.1287314827971464 19.10086381756732 5204.036959519035 177.5898811871355 18 16 16 35.98188660014421 70 True True 2019kph 16.478357083333 0.3451565833333 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 16.478357083333 0.3451565833333 TNS 2019kph ZTF19abdkdir 2019kph SNIa 0.1 0.04276053916171918 0.39838194027104734 0.12406219210831537 0.21028673868287484 0.39838194027104734 0.608902212032234 10.743419875312732 10.743419875312732 25.238466724831476 25.238466724831476 58673.47718749987 58667.44222219987 18.880140249300112 18.880140249300112 18.90500378629531 0.7083346068834668 2.2793813043697058 5.194082035552257 16.4797891803886 0.34498095337162504 0.004881989071638615 17.436870292360187 18.148896366137265 17.752371634197235 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.2793813043697058 5.194082035552257 16.4797891803886 0.34498095337162504 0.004881989071638615 17.436870292360187 18.148896366137265 17.752371634197235 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 6.034965300001204 5.194082035552257 2.2793813043697058 0.3965247319400298 2.27872450545896 -0.7312438831628469 -1.1526321520980751 False 0.1 Inputed -19.378738312175617 -19.403601849170816 """""" """""" """"""
-0.1357732230615074 0.38573577850470414 -4.587308416775216 19.075077525554253 6131.29996787129 193.7379829350221 19 9 9 31.918229199945927 44 True True 2019ihl 335.54732041666 -4.006762388888 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 335.54732041666 -4.006762388888 TNS 2019ihl ZTF19abatvit 2019ihl SNIa 0.1 -0.16074315108277304 0.11257469057621705 -0.09803014060663173 -0.03167529080274534 0.11257469057621705 0.2732770150740791 12.411449413819307 12.411449413819307 19.50677978612662 19.50677978612662 58668.44553240016 58658.46290510008 18.726651844130387 18.726651844130387 18.86448502816266 0.7265740001893507 1.8120224675450678 0.324008663715455 335.5473203754965 -4.00667238649078 0.0005115470991657878 16.153732405188084 17.312516706576346 16.54653946455002 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.8120224675450678 0.324008663715455 335.5473203754965 -4.00667238649078 0.0005115470991657878 16.153732405188084 17.312516706576346 16.54653946455002 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 9.982627300079912 0.324008663715455 1.8120224675450678 0.7659772420263273 0.17881051119328706 -1.414135137554041 -2.3179455636126427 False 0.1 Inputed -19.419257070308266 -19.55709025434054 """""" """""" """"""
-0.11132261346084686 0.38207762025304975 -10.286558107699372 19.20396274582749 6066.716595487495 184.14116411453944 107 21 21 36.96423609973863 44 True True 2021by 229.86492499999997 6.231533333333333 SNIa 0.097 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 229.86492499999997 6.231533333333333 TNS 2021by ZTF21aaaovua 2021by SNIa 0.097 -0.10902787268056002 0.19377437698031486 -0.03978057126424517 0.033646877765200145 0.19377437698031486 0.3728788075806122 4.305143639332542 4.305143639332542 32.659092460406086 32.659092460406086 59221.50172450021 59215.55275460007 18.73098580285558 18.73098580285558 18.980520942809928 0.707339784349991 3.3342381340937615 11.760598752201197 229.861935542733 6.23017663984284 0.0063918649094146796 16.02627194671035 16.661031178092955 16.25266580349684 1.0 """""" """""" """""" """""" 2 False True all False False 0 0.7 0.2622139761267869 229.864858937046 6.23156483520898 0.013874618758406676 22.974549575886726 22.81543445795059 22.71010868169069 0.1 False False 0.3 0.7 1.5 0.02 8 3 5.9489699001424015 11.760598752201197 3.3342381340937615 0.40836537459611577 3.5272221956629086 -2.0699546247626266 -2.727855139313089 False 0.097 Inputed -19.235721082104604 -19.48525622205895 """""" """""" """"""
-0.15594587490687306 0.21616015786627915 -8.846954875274882 18.530378582662287 5623.495280302682 77.36730961799384 68 25 25 42.97636569989845 77 True False 2020ocv 266.65385 20.504725 SNIa 0.063 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 266.65385 20.504725 TNS 2020ocv ZTF20abjwuuv 2020ocv SNIa 0.063 0.06996160742980351 1.040651168101082 0.2678431528425307 0.49357856256297694 1.040651168101082 1.7393821158493132 13.10684552821424 13.10684552821424 29.86952017168421 29.86952017168421 59050.360370399896 59038.22879630001 18.107688768573688 18.107688768573688 18.203843196144803 1.7227167207109073 2.6721923364782594 6.424352557905995 266.65227926 20.50371501 0.004872579039742919 16.93432505054474 17.6603998626709 17.182110973358153 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7663441463507876 6.17405642173405 266.6546546 20.50318444 0.017528094209993794 19.345563169407846 21.215153093004226 19.932896284198762 0.0 False False 0.3 0.7 1.5 0.02 8 3 12.131574099883437 6.424352557905995 2.6721923364782594 0.47828888931274705 2.4041505060121495 -0.4472889059027878 -1.0217322227866497 False 0.063 Inputed -19.05909661165917 -19.155251039230286 """""" """""" """"""
-0.18095588380712896 0.22168651226192057 -5.604215516951195 18.35689273706003 5376.387287262207 105.91042077363119 77 44 44 44.97003469988704 50 True True 2020abce 349.82957083333326 8.099997222222223 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 349.82957083333326 8.099997222222223 TNS 2020abce ZTF20actpbck 2020abce SNIa 0.06 0.04657069288200333 0.6946647022485699 0.18607267134233751 0.3398598309281091 0.6946647022485699 1.12074297670938 13.700470635983468 13.700470635983468 31.26956406390357 31.26956406390357 59189.133553199936 59178.154050900135 17.91415223369433 17.91415223369433 17.932632578104897 1.0171672559721847 2.876346813427317 4.705911026510293 349.8292651153415 8.10126889736402 0.0006682085745934874 14.625425707023144 15.772683706936835 15.048907619736195 0.975 """""" """""" """""" """""" 0 False True all False False 0 2.876346813427317 4.705911026510293 349.8292651153415 8.10126889736402 0.0006682085745934874 14.625425707023144 15.772683706936835 15.048907619736195 0.975 False False 0.3 0.7 1.5 0.02 8 3 10.979502299800515 4.705911026510293 2.876346813427317 0.7237760872006405 1.6360721887020833 -2.141468526757496 -2.8837249583687026 False 0.06 Inputed -19.222868403092903 -19.24134874750347 """""" """""" """"""
-0.17786208894599312 0.14317550463467205 -11.573117928997947 17.299270006572456 4760.998333706072 90.98452989606004 30 18 18 50.971990699879825 65 True True 2019pfe 240.96545791666 39.985431 SNIa 0.031442 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 240.96545791666 39.985431 TNS 2019pfe ZTF19abvalfd 2019pfe SNIa 0.031442 0.35186669319528363 1.2963407567438558 0.5516897923684532 0.7742945745270617 1.2963407567438558 1.9374128291362638 16.33559378501993 16.33559378501993 34.636396914859894 34.636396914859894 58744.12495370023 58727.14428240014 16.848042101891924 17.01260272970534 16.848042101891924 7.557390425669939 5.82483460403542 6.297366236779811 240.967335499385 39.98443586876975 0.0006457254194912609 13.060026044906973 14.248453269540072 13.471284301047325 0.97 """""" """""" """""" """""" 0 False True all False False 0 5.82483460403542 6.297366236779811 240.967335499385 39.98443586876975 0.0006457254194912609 13.060026044906973 14.248453269540072 13.471284301047325 0.97 False False 0.3 0.7 1.5 0.02 8 3 16.980671300087124 6.297366236779811 5.82483460403542 0.777168968492747 1.0811236137790114 -2.7641494601652674 -3.376757800844599 False 0.031442 Inputed -18.889474261070458 -18.724913633257042 """""" """""" """"""
-0.1948961064585581 0.13551465194477316 -8.46632009153403 17.46518298406991 5248.827517144377 114.83787523037702 34 25 25 67.92293980019167 41 True True 2020hfk 208.36737916666664 7.909516666666667 SNIa 0.0374 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 208.36737916666664 7.909516666666667 TNS 2020hfk ZTF20aavhire 2020hfk SNIa 0.0374 0.11107677678218764 0.7267253797630744 0.24535306059368978 0.39213267852628064 0.7267253797630744 1.1226675688000967 7.829629697513083 7.829629697513083 60.093310102678586 60.093310102678586 58962.33770829998 58956.29684029985 16.917785787136488 16.917785787136488 16.94534132122041 12.064301689909245 1.7651077371069326 2.5261478381792397 208.3666872163505 7.90966721653357 0.0004736376166418754 15.58775547763884 16.588376298552753 15.941598344755173 0.9649999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.7651077371069326 2.5261478381792397 208.3666872163505 7.90966721653357 0.0004736376166418754 15.58775547763884 16.588376298552753 15.941598344755173 0.9649999999999999 False False 0.3 0.7 1.5 0.02 8 3 6.040868000127375 2.5261478381792397 1.7651077371069326 0.6467779537975797 1.431157874997294 -0.3294094885837353 -1.0037429764652384 False 0.0374 Inputed -19.17215266111087 -19.199708195194795 """""" """""" """"""
-0.11501663746911905 0.39963053938778287 -2.524206387819943 18.915193045337226 5611.767940765911 58.513904477403024 45 23 23 38.049814799800515 32 True True 2020drt 199.5901125 55.84675 SNIa 0.0799 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 199.5901125 55.84675 TNS 2020drt ZTF20aaqrddh 2020drt SNIa 0.0799 -0.025354791157639056 1.2845186050128383 0.2235371492056082 0.520137925447024 1.2845186050128383 2.3367582365361237 17.58253895218158 17.58253895218158 20.467275847618936 20.467275847618936 58915.494884300046 58903.36276620021 18.55388807556735 18.55388807556735 18.814797030088922 0.6600415306736988 2.3100592351493443 2.7928579090886516 199.5911651600075 55.846247403174104 0.004864710080466961 18.08219081746459 18.676100014295578 18.309358432263732 0.985 """""" """""" """""" """""" 0 False True all False False 0 2.3100592351493443 2.7928579090886516 199.5911651600075 55.846247403174104 0.004864710080466961 18.08219081746459 18.676100014295578 18.309358432263732 0.985 False False 0.3 0.7 1.5 0.02 8 3 12.13211809983477 2.7928579090886516 2.3100592351493443 0.36674158203184604 1.208998395622567 0.12221193872822766 -0.5054385978251901 False 0.0799 Inputed -18.97237346974039 -19.23328242426196 """""" """""" """"""
-0.11855495877694916 0.4008020284454225 -7.4942247478981034 18.716993834905075 5091.488262712843 77.68651272602504 22 17 17 26.03570599993691 34 True True 2020hdc 168.06999999999996 38.32498888888889 SNIa 0.071 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 168.06999999999996 38.32498888888889 TNS 2020hdc ZTF20aausxam 2020hdc SNIa 0.071 0.19163640881217603 1.2375667951212463 0.40581606708049023 0.6493940208403828 1.2375667951212463 1.9861853879706572 8.270947006091284 8.270947006091284 17.764758993845625 17.764758993845625 58962.263830999844 58954.21059030015 18.551064737921088 18.699209278997433 18.551064737921088 0.7979315029461839 4.0399369037156845 2.6520227743947387 168.0707169111705 38.324513107928 0.002335201332897552 15.918690134545566 16.630852011788487 16.17843862613499 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.0399369037156845 2.6520227743947387 168.0707169111705 38.324513107928 0.002335201332897552 15.918690134545566 16.630852011788487 16.17843862613499 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.05324069969356 2.6520227743947387 4.0399369037156845 0.45241338565349665 0.6564515331800286 -2.0683572672089454 -2.372626111786097 False 0.071 Inputed -18.975389072301233 -18.82724453122489 """""" """""" """"""
-0.19665509862576924 0.2395441878474204 -6.49999268273572 17.762155365327168 5605.38393565299 152.2127609021859 34 18 18 39.014999999664724 74 True False 2019pgv 56.626323749999 41.972543111111 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 56.626323749999 41.972543111111 TNS 2019pgv ZTF19abuclhk 2019pgv SNIa 0.05 -0.02442039800725837 0.37790815759632324 0.06607243557845166 0.16306424237568606 0.37790815759632324 0.6230130430396308 11.746104004822907 11.746104004822907 27.268895994841817 27.268895994841817 58735.450682899915 58724.471203700174 17.258290324803575 17.258290324803575 17.288210206120546 4.004561382929422 2.6458312585899346 0.4031845199604719 56.62618581 41.97258812 0.0004572549910925039 15.012543427753448 15.867398609924315 15.240149828624727 0.9299999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.6458312585899346 0.4031845199604719 56.62618581 41.97258812 0.0004572549910925039 15.012543427753448 15.867398609924315 15.240149828624727 0.9299999999999999 False False 0.3 0.7 1.5 0.02 8 3 10.979479199741036 0.4031845199604719 2.6458312585899346 0.6272487812995884 0.15238481995081743 -1.3908917148792597 -2.048060377495819 False 0.05 Inputed -19.46632842505473 -19.4962483063717 """""" """""" """"""
-0.11160366535651203 0.2589960076195592 -9.064760989530189 19.09253641279462 4312.361784195254 243.4210152101968 83 40 40 55.84577539982274 43 True True 2020tul 9.181837499999999 33.10583611111111 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 9.181837499999999 33.10583611111111 TNS 2020tul ZTF20acbnoqi 2020tul SNIa 0.08 0.3674396075495103 0.6772459065740932 0.4402373963791746 0.516071579506967 0.6772459065740932 0.8517970696617283 16.044784360027677 16.044784360027677 39.800991039795065 39.800991039795065 59125.302465300076 59112.29774310021 18.590096985824484 18.79355262448327 18.590096985824484 0.8005473463283037 2.210146399337246 1.5871157488597545 9.18170145407468 33.106261993031154 0.0009324891525056556 16.272307449011805 17.335841571736335 16.650247236828804 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.210146399337246 1.5871157488597545 9.18170145407468 33.106261993031154 0.0009324891525056556 16.272307449011805 17.335841571736335 16.650247236828804 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.00472219986841 1.5871157488597545 2.210146399337246 0.6855943349075311 0.7181043524246543 -1.4577110527469337 -1.9398497489956803 False 0.08 Inputed -19.199837036246894 -18.99638139758811 """""" """""" """"""
-0.18072281499179277 0.1396315464244069 -10.705353330903904 17.729822380796108 5395.295967686208 106.55023055344476 74 50 50 73.82090280018747 26 True True 2021lat 220.22412499999996 24.97165833333333 SNIa 0.0338979997 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 220.22412499999996 24.97165833333333 TNS 2021lat ZTF21aaxylga 2021lat SNIa 0.0338979997 0.10993615953184488 0.782413640541364 0.2550538321266558 0.4147632575896232 0.782413640541364 1.222860814190021 16.065184976079806 16.065184976079806 57.75571782410766 57.75571782410766 59354.2703009001 59338.39350689994 17.15713133339769 17.169280349911922 17.15713133339769 5.241396064230453 2.995485571439531 7.006332410858525 220.222256676801 24.9706995944713 0.0031497824419405296 16.100685636148455 16.638586510347128 16.295552499439715 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.995485571439531 7.006332410858525 220.222256676801 24.9706995944713 0.0031497824419405296 16.100685636148455 16.638586510347128 16.295552499439715 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.876794000156224 7.006332410858525 2.995485571439531 0.34303401090741303 2.3389638319945285 -0.530693839564794 -0.8615788339579744 False 0.0338979997 Inputed -18.745017135951116 -18.732868119436883 """""" """""" """"""
-0.034447868660535216 0.4486805466360114 -13.50343455951088 17.84818613544885 4224.591208050069 271.18534140451226 131 37 37 66.98364590015262 50 True True 2021bn 252.88733333333332 38.01101944444444 SNIIn 0.07593 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 252.88733333333332 38.01101944444444 TNS 2021bn ZTF21aaabxbd 2021bn SNIIn 0.07593 0.42589272790816324 0.7107721732535275 0.493286362949398 0.5631817976396469 0.7107721732535275 0.8692795076248316 45.752876332606036 45.752876332606036 21.230769567546588 21.230769567546588 59251.51739579998 59215.526504599955 17.678722353260714 18.076426014027636 17.678722353260714 0.2688902847856261 2.412094307437511 3.044351746194734 252.88752662718548 38.0118512713586 0.002492104087119751 17.055328621416095 17.978516671749354 17.41536369158566 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.412094307437511 3.044351746194734 252.88752662718548 38.0118512713586 0.002492104087119751 17.055328621416095 17.978516671749354 17.41536369158566 1.0 False False 0.3 0.7 1.5 0.02 8 3 35.990891200024635 3.044351746194734 2.412094307437511 0.563152980163693 1.262119701044733 -0.09790934227828174 -0.26335866167505273 False 0.07593 Inputed -19.995886393490654 -19.598182732723732 """""" """""" """"""
-0.18336600536525757 0.2136221638770879 -10.195521017055807 18.1627148332091 5661.313123238849 209.26961221010004 23 9 9 61.897719899658114 48 True True 2019uxp 8.8334920833333 -2.851322527777 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 8.8334920833333 -2.851322527777 TNS 2019uxp ZTF19acsfvog 2019uxp SNIa 0.06 -0.029611053854747382 0.2508537746096131 0.03530653759035829 0.10360442065330489 0.2508537746096131 0.4132042468131729 11.14140860525062 11.14140860525062 50.756311294407496 50.756311294407496 58814.108854200225 58801.18976850016 17.56462741066123 17.56462741066123 17.67265457405032 4.266997243764226 1.0852001409747385 0.8743745557492167 8.83340933885276 -2.85109413804285 0.0009210463482673958 18.08989045795679 18.831404610123634 18.402547937624455 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.0852001409747385 0.8743745557492167 8.83340933885276 -2.85109413804285 0.0009210463482673958 18.08989045795679 18.831404610123634 18.402547937624455 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.919085700064898 0.8743745557492167 1.0852001409747385 0.4288566724991796 0.8057265408792189 1.2667771994624033 0.7298933635741349 False 0.06 Inputed -19.48284640714748 -19.59087357053657 """""" """""" """"""
-0.10424900929281453 0.3580983460185978 -12.660475948661997 18.86745101444584 5806.247016635575 171.32861035220554 13 13 13 50.973344900179654 47 True True 2019ifp 351.79892416666 -10.07033202777 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 351.79892416666 -10.07033202777 TNS 2019ifp ZTF19aazdirb 2019ifp SNIa 0.09 -0.029746397676706948 0.3206576090369069 0.04999135528475307 0.1348137109715566 0.3206576090369069 0.5297777378746247 6.1887096727022985 6.1887096727022985 44.78463522747735 44.78463522747735 58655.439571800176 58646.44129629992 18.54953764601769 18.56456097712849 18.54953764601769 2.4451642944298375 0.7 1.3616439191214988 351.79908588047897 -10.069988939635401 0.015380784850956064 22.280395814000368 22.22157788467765 22.622041873847245 0.7300000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.7 1.3616439191214988 351.79908588047897 -10.069988939635401 0.015380784850956064 22.280395814000368 22.22157788467765 22.622041873847245 0.7300000000000001 False False 0.3 0.7 1.5 0.02 8 3 8.998275500256568 1.3616439191214988 0.7 -0.40046398916959447 1.9452055987449985 3.65701690754916 4.072504227829555 False 0.09 Inputed -19.500846999161546 -19.485823668050745 """""" """""" """"""
-0.21380514922365312 0.1679344085613806 -9.588131573869301 16.681448160964536 5272.106321361354 135.66516429309206 71 39 39 71.89457170013338 58 True True 2020vcc 2.8094583333333327 -6.459469444444444 SNIa 0.02746 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 2.8094583333333327 -6.459469444444444 TNS 2020vcc ZTF20achawym 2020vcc SNIa 0.02746 0.10010743175647718 0.6030818500011961 0.21210648314838565 0.3329218793979578 0.6030818500011961 0.9151115107534089 12.820769337250145 12.820769337250145 59.07380236288324 59.07380236288324 59144.31771990005 59130.2537153 16.026797438978978 16.026797438978978 16.23408778751859 14.65605359385707 1.8213314961757638 0.8386934427782707 2.80965969862452 -6.459588777696605 0.0002667730310478289 15.22578361547172 15.937574197592737 15.461845444430113 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.8213314961757638 0.8386934427782707 2.80965969862452 -6.459588777696605 0.0002667730310478289 15.22578361547172 15.937574197592737 15.461845444430113 0.975 False False 0.3 0.7 1.5 0.02 8 3 14.064004600048065 0.8386934427782707 1.8213314961757638 0.475728753162624 0.460483687093354 -0.08922324138624127 -0.7722423430884771 False 0.02746 Inputed -19.207235343350714 -19.414525691890326 """""" """""" """"""
-0.023980609374847094 0.457497877132957 -30.66080970651159 18.94096433745863 5153.808090787449 215.60961386473872 39 25 25 72.73510419996455 47 True True 2018jfz 50.078068333333 -0.29632625 SNII 0.034 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 50.078068333333 -0.29632625 TNS 2018jfz ZTF18acrwheu 2018jfz SNII 0.034 0.24482218469529116 0.573569357435936 0.32136453890232985 0.4015801197834463 0.573569357435936 0.7619266969605221 7.785917609542739 7.785917609542739 64.94918659042182 64.94918659042182 58456.252696800046 58450.41494210018 18.772415837495867 18.832974996545204 18.772415837495867 1.0151075217422558 1.0001689692376114 1.3214060575101605 50.07815606202675 -0.296682669554058 0.005207539884761525 20.30869462588072 20.283241570978163 20.23200696048975 0.9785714285714285 """""" """""" """""" """""" 0 False True all False False 0 1.0001689692376114 1.3214060575101605 50.07815606202675 -0.296682669554058 0.005207539884761525 20.30869462588072 20.283241570978163 20.23200696048975 0.9785714285714285 False False 0.3 0.7 1.5 0.02 8 3 5.837754699867219 1.3214060575101605 1.0001689692376114 0.05123461048841449 1.3211828182566143 1.450266574432959 1.4595911229938814 False 0.034 Inputed -17.136311199788164 -17.075752040738827 """""" """""" """"""
-0.03516312545478152 0.2782980988520526 -3.750310096985552 19.090743602539998 5465.533541644816 87.02127454080752 39 23 23 49.06314820004627 23 True True 2018avk 197.865625 65.6381 SLSN-I 0.132 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 197.865625 65.6381 TNS 2018avk ZTF18aaisyyp 2018avk SLSN-I 0.132 0.010170167304625721 0.81248179093582 0.17715094809774712 0.36520229308104746 0.81248179093582 1.3702460233420126 39.63265544374394 39.63265544374394 9.430492756302328 9.430492756302328 58255.227083299775 58248.219224500004 18.903853278608924 18.903853278608924 18.929222540255825 1.3967056446206505 0.48186726919809836 2.6211443422731278 197.8673760770055 65.6380084606635 0.008986505710562809 20.627516063726546 21.793029302818777 20.99077488773346 0.75 """""" """""" """""" """""" 0 False True all False False 0 0.48186726919809836 2.6211443422731278 197.8673760770055 65.6380084606635 0.008986505710562809 20.627516063726546 21.793029302818777 20.99077488773346 0.75 False False 0.3 0.7 1.5 0.02 8 3 7.007858799770474 2.6211443422731278 0.48186726919809836 0.8022544150853186 5.439556719914007 2.8891760242098528 2.061552347477633 False 0.132 Inputed -19.971246317751685 -19.996615579398586 """""" """""" """"""
-0.012692395135170197 0.34113625965021654 -21.347132162408517 20.29719808006728 6377.843470288134 182.69019284744587 22 12 12 43.991493000183254 47 True True 2020jqw 215.73622499999996 -1.88375 SNIIP 0.082 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 215.73622499999996 -1.88375 TNS 2020jqw ZTF20aazhxsw 2020jqw SNIIP 0.082 -0.09536303321865702 0.2137056205000576 -0.024712241593359607 0.05022374639205296 0.2137056205000576 0.39665568350542557 63.386543526244864 63.386543526244864 -19.39505052606161 -19.39505052606161 58980.22126160003 58980.22126160003 19.842163903752887 19.842163903752887 20.076543643318896 2.007437012753329 1.354767496942887 1.6577639026882194 215.7358459701575 -1.883488193567965 0.006814234864677471 19.92302995184898 20.25482326175451 20.24886336188793 0.9875 """""" """""" """""" """""" 0 False True all False False 0 1.354767496942887 1.6577639026882194 215.7358459701575 -1.883488193567965 0.006814234864677471 19.92302995184898 20.25482326175451 20.24886336188793 0.9875 False False 0.3 0.7 1.5 0.02 8 3 0.0 1.6577639026882194 1.354767496942887 0.005959899866578411 1.2236519597857654 0.4126593580016227 0.17231971856903527 False 0.082 Inputed -17.767956859127644 -18.002336598693653 """""" """""" """"""
-0.14241577676913808 0.40516733944140676 -4.715145548222421 18.430802171951097 5875.191329907643 101.81794068307997 43 28 28 36.039432800374925 58 True False 2021ipy 292.3471458333333 74.07814444444445 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 292.3471458333333 74.07814444444445 TNS 2021ipy ZTF21aatlbsi 2021ipy SNIa 0.07 -0.08080005176197602 0.535978975114972 0.05063493783589479 0.19647508740334274 0.535978975114972 0.947903490468871 11.668107267636541 11.668107267636541 24.371325532738382 24.371325532738382 59322.431631899904 59312.39216439985 18.10859327905491 18.10859327905491 18.225807620421676 0.940613409675707 2.3265555226211556 0.6486477454643679 292.3465243 74.0782027 0.000548340371002376 15.572435521697997 16.969060042381287 16.03427875213623 0.95 """""" """""" """""" """""" 0 False True all False False 0 2.3265555226211556 0.6486477454643679 292.3465243 74.0782027 0.000548340371002376 15.572435521697997 16.969060042381287 16.03427875213623 0.95 False False 0.3 0.7 1.5 0.02 8 3 10.039467500057071 0.6486477454643679 2.3265555226211556 0.9347812902450556 0.27880174754376164 -1.1395332366736248 -2.1915288682854452 False 0.07 Inputed -19.26935833116912 -19.386572672535884 """""" """""" """"""
-0.1543134702691971 0.24695585093429806 -10.498925780728598 18.652508744856895 5824.181214674218 147.19415732852764 61 41 41 72.92391200037673 96 True False 2021kkf 277.52104166666663 35.43406944444444 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 277.52104166666663 35.43406944444444 TNS 2021kkf ZTF21aavqwhh 2021kkf SNIa 0.07 -0.037207330431879626 0.376673397852759 0.05552241200150121 0.15516207518523473 0.376673397852759 0.6305289431591383 13.581128835644174 13.581128835644174 59.34278316473256 59.34278316473256 59334.46333329985 59319.44629629981 18.043584714542288 18.043584714542288 18.26781098159121 1.6826955038338949 2.2583285955339822 4.299860241158322 277.52006919 35.43496319 0.004597131324043269 17.628000517416 18.293480032896994 17.884822449088098 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.2583285955339822 4.299860241158322 277.52006919 35.43496319 0.004597131324043269 17.628000517416 18.293480032896994 17.884822449088098 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.017037000041455 4.299860241158322 2.2583285955339822 0.40865758380889616 1.9040011491957483 0.24989531835470657 -0.3829885325031128 False 0.07 Inputed -19.227354969999585 -19.451581237048508 """""" """""" """"""
-0.13462142503128746 0.34657171326197367 -6.034978736388321 18.79748075192367 5886.081422885671 130.44972341487602 40 23 23 45.95444450015202 22 True True 2021lr 29.22774583333333 12.049405555555555 SNIa 0.089 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 29.22774583333333 12.049405555555555 TNS 2021lr ZTF21aabhqng 2021lr SNIa 0.089 -0.08320604943885712 0.3753569906821994 0.017977909686131 0.1277777403917355 0.3753569906821994 0.6641045197733106 15.833482942701686 15.833482942701686 30.120961557450336 30.120961557450336 59232.1962036998 59218.19918979984 18.362059819502665 18.362059819502665 18.596026908858832 0.7035361684745564 2.8169934021368648 5.150518994977257 29.22741295268245 12.0507987251956 0.004546652165904996 17.081267337248327 17.633153630418775 17.307235763204098 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 1.7604344841106403 29.2282076678301 12.0495929971517 0.027975975280541188 22.70435187921047 23.156446030254365 23.222385917787552 0.075 False False 0.3 0.7 1.5 0.02 8 3 13.997013899963349 5.150518994977257 2.8169934021368648 0.3259178672146774 1.8283745326028338 -0.7289061890838902 -1.2887911456547343 False 0.089 Inputed -19.429631769548152 -19.66359885890432 """""" """""" """"""
-0.08999463995167163 0.5411473356162293 -10.252068218674927 18.71877924861838 5859.5057837141785 254.00111593005107 13 11 11 32.004294000100344 86 True False 2019ght 304.91448958333 -10.21074419444 SNII 0.047 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 304.91448958333 -10.21074419444 TNS 2019ght ZTF19aawfkeg 2019ght SNII 0.047 -0.08494589481436776 0.1319408698569653 -0.03410022083131281 0.0189498240729975 0.1319408698569653 0.2545982702482732 12.71557372811565 12.71557372811565 19.288720271984694 19.288720271984694 58650.48120369995 58634.3368981001 18.13723410371659 18.13723410371659 18.374606113427525 6.122482381788667 1.2851599181183517 0.5959415438676613 304.91432165 -10.21073482 0.0009966071258246112 17.877592545175553 18.85064353284836 18.32642328362465 0.8800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.2851599181183517 0.5959415438676613 304.91432165 -10.21073482 0.0009966071258246112 17.877592545175553 18.85064353284836 18.32642328362465 0.8800000000000001 False False 0.3 0.7 1.5 0.02 8 3 16.144305599853396 0.5959415438676613 1.2851599181183517 0.5242202492237098 0.46371002975271786 0.7134094291317687 -0.048182829802875915 False 0.047 Inputed -18.24403018916719 -18.481402198878126 """""" """""" """"""
-0.17656870738689312 0.3756935411517938 -4.063196573885536 19.15479950383981 5965.302449922714 139.79922367175243 80 41 41 33.0098610999994 43 True False 2021ntw 259.64195416666666 23.34129722222222 SNIa 0.099 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 259.64195416666666 23.34129722222222 TNS 2021ntw ZTF21abcnpnk 2021ntw SNIa 0.099 -0.1212641714547793 0.2885442594312053 -0.03017730436174304 0.0682042915992156 0.2885442594312053 0.5433448267065444 7.542625184340887 7.542625184340887 25.467235915658513 25.467235915658513 59369.37150460016 59363.31016199989 18.730800072936315 18.730800072936315 18.85938828705907 0.4637742823747255 1.0585809680785105 0.06837165622427588 259.64193537 23.34130515 0.0005268998030575345 17.61654965541363 18.58933813941479 17.98955706524849 0.66 """""" """""" """""" """""" 0 False True all False False 0 1.0585809680785105 0.06837165622427588 259.64193537 23.34130515 0.0005268998030575345 17.61654965541363 18.58933813941479 17.98955706524849 0.66 False False 0.3 0.7 1.5 0.02 8 3 6.0613426002673805 0.06837165622427588 1.0585809680785105 0.5997810741662981 0.06458802707211059 -0.14146193352152636 -0.8698312218105784 False 0.099 Inputed -19.402078029821297 -19.53066624394405 """""" """""" """"""
-0.14890129682878492 0.1551255838664716 -13.044862909111721 18.754467112003777 3910.7704579458386 304.08325842132484 74 50 50 72.89123840024695 122 True False 2019gip 299.25582874999 50.178525388888 SNIa 0.031462 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 299.25582874999 50.178525388888 TNS 2019gip ZTF19aavitlq 2019gip SNIa 0.031462 0.5565203210265786 0.8264569294922524 0.6208058402841807 0.6871867870490433 0.8264569294922524 0.974793291371288 13.533527346776633 13.533527346776633 59.35771105347031 59.35771105347031 58641.46828699997 58627.40503469994 18.132102880244396 18.473163414816856 18.132102880244396 3.2443609423131172 5.089109354253629 3.757033753367478 299.25704762 50.17921812 0.0013340373563948127 14.540057341957093 15.206104437065125 14.694674308156968 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.9553281709204839 3.3648302856657617 299.25598879 50.17759635 0.008835084063389953 19.746715783977507 15.914161749649047 19.762945217370987 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.063252300024033 3.757033753367478 5.089109354253629 0.5114301289081578 0.7382497588162922 -3.2670589777517307 -3.4374285720874287 False 0.031462 Inputed -17.606805020320717 -17.265744485748257 """""" """""" """"""
-0.12798495533004184 0.3017207652888983 -5.873338175913668 18.942291768907605 3970.880086908843 178.76929204302206 41 32 32 50.008043999783695 38 True True 2019bwr 162.72521625 17.836270388888 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 162.72521625 17.836270388888 TNS 2019bwr ZTF19aamqebl 2019bwr SNIa 0.09 0.5084597800919539 0.977446359022835 0.6163497506703166 0.7302926142627868 0.977446359022835 1.252299568562666 12.515493519320076 12.515493519320076 37.49255048046362 37.49255048046362 58567.23381939996 58558.20744210016 18.59308270665016 18.959049401934344 18.59308270665016 0.8763033224998032 2.4086447899693035 4.17951745066192 162.7254887291825 17.835138758221348 0.002321053865461442 16.668017280145882 17.91495937457085 17.06809259480953 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.4086447899693035 4.17951745066192 162.7254887291825 17.835138758221348 0.002321053865461442 16.668017280145882 17.91495937457085 17.06809259480953 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 9.026377299800515 4.17951745066192 2.4086447899693035 0.8468667797613172 1.7352153659465848 -1.0440900273634952 -1.52499011184063 False 0.09 Inputed -19.457301938529074 -19.09133524324489 """""" """""" """"""
-0.11861791124056717 0.4019252608773688 -10.42735886977087 19.32683865811371 5577.268197330071 186.76196402114329 28 16 16 41.85929389996454 43 True True 2020mbp 220.15311666666662 -0.45938055555555557 SNIa 0.11 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 220.15311666666662 -0.45938055555555557 TNS 2020mbp ZTF20abcuigh 2020mbp SNIa 0.11 -4.101990989369142e-05 0.3255260817982695 0.0746616392281787 0.1537010305406099 0.3255260817982695 0.5169804089094185 15.145312321237576 15.145312321237576 26.713981578726965 26.713981578726965 59016.22527780011 58998.33685189998 18.91618057936607 19.02037356261656 18.91618057936607 0.6447478437438914 0.7275205931395213 0.17942417439153066 220.15307762050998 -0.45934957933761 0.008353536413620466 22.22716886195898 22.6524132935524 22.281224935088158 0.26249999999999996 """""" """""" """""" """""" 0 False True all False False 0 0.7275205931395213 0.17942417439153066 220.15307762050998 -0.45934957933761 0.008353536413620466 22.22716886195898 22.6524132935524 22.281224935088158 0.26249999999999996 False False 0.3 0.7 1.5 0.02 8 3 17.88842590013519 0.17942417439153066 0.7275205931395213 0.3711883584642415 0.2466241864264608 3.6320397309358405 3.3650443557220875 False 0.11 Inputed -19.578979203063618 -19.47478621981313 """""" """""" """"""
-0.1793791457127547 0.354181864683978 -3.8001347970987505 19.003684725942804 5192.65731235682 165.9545654701037 15 9 9 21.993113399948925 52 True True 2020cox 184.29144166666663 3.6334333333333335 SNIa 0.07882 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 184.29144166666663 3.6334333333333335 TNS 2020cox ZTF20aamksoq 2020cox SNIa 0.07882 0.053270339766932295 0.4399634471483509 0.14114122113640803 0.234699245591532 0.4399634471483509 0.6713755046468535 9.900442369548912 9.900442369548912 12.092671030400012 12.092671030400012 58894.373981500044 58886.45972219994 18.785764797361576 18.785764797361576 18.859958503405352 2.4039371234889098 1.6260679691358533 7.483611306452812 184.29093483646102 3.6354496382384047 0.0017753617858007331 15.666373463287353 16.937833788446188 16.09281525602877 0.97 """""" """""" """""" """""" 0 False True all False False 0 1.6260679691358533 7.483611306452812 184.29093483646102 3.6354496382384047 0.0017753617858007331 15.666373463287353 16.937833788446188 16.09281525602877 0.97 False False 0.3 0.7 1.5 0.02 8 3 7.914259300101548 7.483611306452812 1.6260679691358533 0.8450185324174164 4.602274596448667 -1.8479310089153884 -2.7671432473765805 False 0.07882 Inputed -18.897146659577217 -18.971340365620993 """""" """""" """"""
-0.014108670970195188 0.6279058690718955 -9.368775974339316 18.959108827426327 5998.121614317864 100.76919140159048 90 49 49 65.86199080012739 30 True True 2020tly 7.360849999999999 17.48535 SNII 0.058 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 7.360849999999999 17.48535 TNS 2020tly ZTF20abzqlts 2020tly SNII 0.058 -0.047404784648822584 0.5940137873943243 0.08921259790201219 0.2408468926317937 0.5940137873943243 1.0228803314068173 29.64889570890761 29.64889570890761 36.21309509121978 36.21309509121978 59113.389675899874 59107.356331000105 18.703762391455157 18.703762391455157 18.844452884752634 3.0554344658141694 2.2924713340957035 3.167048378778294 7.360073055345294 17.484875884287348 0.0009961843813377502 15.90923572111845 16.90346589986801 16.2842096062398 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.2924713340957035 3.167048378778294 7.360073055345294 17.484875884287348 0.0009961843813377502 15.90923572111845 16.90346589986801 16.2842096062398 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 6.033344899769872 3.167048378778294 2.2924713340957035 0.6192562936282116 1.3814996644342248 -1.8002964915871473 -2.5602432785128357 False 0.058 Inputed -18.236430674215036 -18.377121167512513 """""" """""" """"""
-0.04431002312233443 0.4428354586486447 -32.87817562096994 17.57082725200063 3559.4831752086725 287.7685605449689 21 16 16 54.97768520005047 50 True False 2021rsu 56.28483333333333 2.2069 SNII 0.016 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 56.28483333333333 2.2069 TNS 2021rsu ZTF21abrpdwb 2021rsu SNII 0.016 0.9018161392867263 1.237181045925638 0.9815686562632031 1.063995510670825 1.237181045925638 1.422015663464883 -12.460043641059784 -12.460043641059784 67.43772884111026 67.43772884111026 59436.479131899774 59434.44413190009 17.55645493163371 18.436324560457706 17.55645493163371 2.287532351599092 2.4172675264056283 0.72117260160481 56.28475314 2.2067164 0.0018223245035643432 17.049497240591048 17.218026628685 17.0486738032341 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.4172675264056283 0.72117260160481 56.28475314 2.2067164 0.0018223245035643432 17.049497240591048 17.218026628685 17.0486738032341 1.0 False False 0.3 0.7 1.5 0.02 8 3 2.0349999996833503 0.72117260160481 2.4172675264056283 0.16935282545090047 0.29834207166848525 -1.2182979317727067 -0.5077811283996105 False 0.016 Inputed -16.705673491461862 -15.825803862637864 """""" """""" """"""
-0.17739047730093765 0.24488259306830112 -7.953114577746807 18.605347557061663 5918.122168066011 89.33169119817435 106 67 67 51.93219909956679 74 True True 2021pkq 227.25154166666664 20.640930555555556 SNIa 0.069 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 227.25154166666664 20.640930555555556 TNS 2021pkq ZTF21abfnjiu 2021pkq SNIa 0.069 -0.034966751560929765 0.715769705323936 0.12177360103329349 0.2979539985947781 0.715769705323936 1.2346765763389307 12.039772682177531 12.039772682177531 39.89242641738926 39.89242641738926 59387.31056710007 59375.249201400205 17.96992276502414 17.96992276502414 18.23510533867647 1.3049091978226923 1.9511353297760254 0.47638884503958956 227.25149806228598 20.6410564373166 0.0020058801355411493 17.749276182317736 18.311493507432935 17.98069497409344 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.9511353297760254 0.47638884503958956 227.25149806228598 20.6410564373166 0.0020058801355411493 17.749276182317736 18.311493507432935 17.98069497409344 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 12.061365699861199 0.47638884503958956 1.9511353297760254 0.3307985333394967 0.24415981698936032 0.3415707424087948 -0.25441036458303046 False 0.069 Inputed -19.22832832459579 -19.49351089824812 """""" """""" """"""
-0.1910613740617333 0.2052073028153535 -15.85843487214294 17.60046431928317 6033.441661070834 88.41733766769406 66 47 47 66.92018519993871 67 True True 2021gkk 184.14320416666666 60.364513888888894 SNIa 0.043 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 184.14320416666666 60.364513888888894 TNS 2021gkk ZTF21aaqafcf 2021gkk SNIa 0.043 0.06232428215859542 0.8789136983073469 0.23305602828697758 0.4247620090940494 0.8789136983073469 1.4426962617162822 15.344212547859366 15.344212547859366 51.57597265207935 51.57597265207935 59315.21909719985 59292.30559029989 16.76785878014013 16.76785878014013 17.204191500238313 4.9796021349131525 2.796639275970172 3.5043006211080145 184.145075488929 60.36481606269015 0.0004236673202248076 14.338061018840671 15.470583177170157 14.742657741965651 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.796639275970172 3.5043006211080145 184.145075488929 60.36481606269015 0.0004236673202248076 14.338061018840671 15.470583177170157 14.742657741965651 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 22.91350689996034 3.5043006211080145 2.796639275970172 0.7279254352045061 1.2530399080132888 -1.2972756029699735 -2.4615337582726617 False 0.043 Inputed -19.219224354297893 -19.655557074396075 """""" """""" """"""
-0.1578586887195247 0.24864007362093998 -6.380484018985166 19.518872082809864 5977.804081625842 86.91694246839032 45 30 30 37.982789299916476 35 True True 2021iex 134.66387083333333 12.314288888888889 SNII 0.067 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 134.66387083333333 12.314288888888889 TNS 2021iex ZTF21aarlqgt 2021iex SNII 0.067 -0.06832094183221926 0.6884774650345733 0.08869795662024771 0.2658988831860718 0.6884774650345733 1.2167484360959904 10.430707111760565 10.430707111760565 27.55208218815591 27.55208218815591 59314.20834490005 59306.21357640019 18.95106187036907 18.95106187036907 19.18786377679044 0.9229329176358005 1.3737329552900406 6.145685781839255 134.6623667681095 12.313419987901 0.02332197281659598 19.576328190469148 20.020239601285457 19.70640372882962 0.9700000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.3737329552900406 6.145685781839255 134.6623667681095 12.313419987901 0.02332197281659598 19.576328190469148 20.020239601285457 19.70640372882962 0.9700000000000001 False False 0.3 0.7 1.5 0.02 8 3 7.994768499862403 6.145685781839255 1.3737329552900406 0.31383587245583655 4.47371212736299 1.0691777309163868 0.5185399520391805 False 0.067 Inputed -18.210719672395424 -18.447521578816794 """""" """""" """"""
-0.14854300786839375 0.22715381511399496 -3.05735797304256 19.039208875911626 5634.890150276568 141.1268498906139 38 26 26 46.87603010004386 37 True True 2019bbd 189.52669249999 8.0462038055555 SNIa 0.0859 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 189.52669249999 8.0462038055555 TNS 2019bbd ZTF19aaksrgj 2019bbd SNIa 0.0859 -0.05888449428024245 0.3680748948639909 0.03627612562414129 0.13887417437321758 0.3680748948639909 0.6323303643195786 10.94435821363903 10.94435821363903 35.931671886404835 35.931671886404835 58543.3796759001 58539.355729199946 18.464677640749866 18.464677640749866 18.692549884215516 1.0631836837978774 2.2929727573558494 2.5167321912386047 189.52606078623148 8.045891578258955 0.001058476260530683 16.15544835179508 17.102775159636735 16.486365893042088 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.2929727573558494 2.5167321912386047 189.52606078623148 8.045891578258955 0.001058476260530683 16.15544835179508 17.102775159636735 16.486365893042088 1.0 False False 0.3 0.7 1.5 0.02 8 3 4.02394670015201 2.5167321912386047 2.2929727573558494 0.6164092665946477 1.0975848636513172 -1.3619024811131304 -2.206183991173429 False 0.0859 Inputed -19.254680352324392 -19.482552595790043 """""" """""" """"""
-0.1958138213376845 0.21928002460967996 -9.453205887266678 17.6290690648178 6237.226181963768 131.46128372278292 91 56 56 74.87664350029081 36 True True 2021btm 236.63324999999998 22.53743888888889 SNIa 0.042 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 236.63324999999998 22.53743888888889 TNS 2021btm ZTF21aagtuzm 2021btm SNIa 0.042 -0.12338221141756378 0.31595985340970145 -0.026459212372838437 0.07873162366138686 0.31595985340970145 0.5926582752790566 13.291483926348775 13.291483926348775 61.585159573942036 61.585159573942036 59264.498680599965 59249.50321759982 16.987344882942512 16.987344882942512 17.1786080149769 3.5071557216544433 2.106518795180131 3.1714331537814573 236.634193494927 22.53730976971275 0.0056726962656742375 18.346785924819706 18.972650899107457 18.579437805941105 0.985 """""" """""" """""" """""" 0 False True all False False 0 2.106518795180131 3.1714331537814573 236.634193494927 22.53730976971275 0.0056726962656742375 18.346785924819706 18.972650899107457 18.579437805941105 0.985 False False 0.3 0.7 1.5 0.02 8 3 14.99546300014481 3.1714331537814573 2.106518795180131 0.3932130931663522 1.5055328065611986 1.9853060161649445 1.400829790964206 False 0.042 Inputed -19.19319042817129 -19.384453560205678 """""" """""" """"""
-0.004721709554118481 0.3680654916929375 -8.077197538698249 19.139378100105134 4415.288146217245 273.9822549930743 51 31 31 73.81837970018387 54 True True 2021bwv 152.61434999999997 2.2281833333333334 SNII 0.022 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 152.61434999999997 2.2281833333333334 TNS 2021bwv ZTF21aahduvm 2021bwv SNII 0.022 0.31387710617714504 0.578256022128361 0.3764078136997817 0.44126983785233165 0.578256022128361 0.72539578411115 217.52558351828944 217.52558351828944 -143.70720381810557 -143.70720381810557 59264.29362270003 59250.371458299924 19.132771152893156 19.150893160659194 19.132771152893156 1.0261638907977433 5.799609412516638 6.295161607075319 152.61609955225748 2.228221955943955 0.0017677868986507583 14.395206459556817 15.075138223426341 14.756425703072548 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 6.246905637677521 152.61315638 2.2294437 0.07158602955381144 21.21765098246336 18.755120514416696 19.957852069067954 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.922164400108159 6.295161607075319 5.799609412516638 0.3187125203537935 1.0854457876920447 -4.075754937232853 -4.376345449820608 False 0.022 Inputed -15.824187055534571 -15.806065047768532 """""" """""" """"""
-0.16526885275234535 0.38293701941120895 -3.1141447608845017 17.95827565736618 5595.14732992109 100.29328872289153 15 8 8 36.97881949972361 42 True True 2019eef 189.87360958333 -14.07745769444 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 189.87360958333 -14.07745769444 TNS 2019eef ZTF19aartylj 2019eef SNIa 0.07 -0.037415114405597194 0.6127385491220103 0.1010042277640153 0.25467834351795915 0.6127385491220103 1.047793403444043 11.738400384101151 11.738400384101151 25.240419115622462 25.240419115622462 58607.296875 58598.25234950008 17.66024312806241 17.66024312806241 17.808875010576063 5.775283998102439 1.371443352618264 1.6727554622463203 189.8740740628105 -14.0775713883855 0.0003242123946785025 15.881016218627693 16.974013167226314 16.252335433423518 0.8949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.371443352618264 1.6727554622463203 189.8740740628105 -14.0775713883855 0.0003242123946785025 15.881016218627693 16.974013167226314 16.252335433423518 0.8949999999999999 False False 0.3 0.7 1.5 0.02 8 3 9.044525499921292 1.6727554622463203 1.371443352618264 0.721677733802796 1.2197043786408035 -0.6862299608360978 -1.5565395771525452 False 0.07 Inputed -19.686290941014732 -19.834922823528384 """""" """""" """"""
-0.08097772537417684 0.3837386957609464 -18.251948150029 18.75620202623226 4496.314086002162 211.1582877415392 9 9 9 34.97113429987803 51 True True 2018hhs 357.49247375 7.0735043055555 SNIIb 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 357.49247375 7.0735043055555 TNS 2018hhs ZTF18acahvwm 2018hhs SNIIb 0.06 0.3803783572829076 0.7447129463230482 0.4651899451253101 0.5540797778988811 0.7447129463230482 0.9535900717012531 22.52952590066692 22.52952590066692 12.441608399211113 12.441608399211113 58426.23927079979 58397.28565970017 18.615785141131646 18.895579889412037 18.615785141131646 0.7993644146307468 2.357730347855328 4.863451603660007 357.492348473284 7.072159079436755 0.00691992498486016 17.949945718288422 18.15901049103737 18.20075019812584 0.9000000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.357730347855328 4.863451603660007 357.492348473284 7.072159079436755 0.00691992498486016 17.949945718288422 18.15901049103737 18.20075019812584 0.9000000000000001 False False 0.3 0.7 1.5 0.02 8 3 28.95361109962687 4.863451603660007 2.357730347855328 -0.041739707088467526 2.062768377259074 -0.736569398374666 -0.4150349430058071 False 0.06 Inputed -18.539715840066155 -18.259921091785763 """""" """""" """"""
-0.14843416760968314 0.2136199267141029 -6.381125512697704 18.302276101723976 5837.9444640518595 85.21662273999405 33 20 20 57.91752320015803 51 True True 2019edu 210.16179791666 15.193383472222 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 210.16179791666 15.193383472222 TNS 2019edu ZTF19aarixue 2019edu SNIa 0.07 -0.035635414192348946 0.7601108602103324 0.1290638432706217 0.31520772307348466 0.7601108602103324 1.3180216356124532 14.141950465089437 14.141950465089437 43.77557273506859 43.77557273506859 58606.39859949984 58596.274455999956 17.79686228774789 17.79686228774789 17.883766442344697 2.398902706907047 1.1501695048346756 1.8931392438239283 210.1623421630535 15.193357358885649 0.006532984850830759 20.03611916818738 20.493790167443752 20.149387537880543 0.9550000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.1501695048346756 1.8931392438239283 210.1623421630535 15.193357358885649 0.006532984850830759 20.03611916818738 20.493790167443752 20.149387537880543 0.9550000000000001 False False 0.3 0.7 1.5 0.02 8 3 10.12414349988103 1.8931392438239283 1.1501695048346756 0.3444026295632092 1.6459654301963487 2.6969278796958633 2.2656210955358453 False 0.07 Inputed -19.611399509246098 -19.698303663842907 """""" """""" """"""
-0.1614229005943876 0.3473114870446479 -20.487037425446545 18.3827823835732 6024.914446252511 211.54909087502307 9 9 9 22.91456020018086 36 True True 2018jpw 159.59340249999 -0.905786916666 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 159.59340249999 -0.905786916666 TNS 2018jpw ZTF18acvgyzr 2018jpw SNIa 0.09 -0.048169952365128665 0.22488714588148184 0.01506581305162058 0.08157191718332868 0.22488714588148184 0.3827977627864243 -13.93571638855936 -13.93571638855936 36.850276588740215 36.850276588740215 58464.520439799875 58464.520439799875 18.44527877517758 18.44527877517758 18.720131132642727 2.7309684667393554 0.830014921671619 1.3462080866920627 159.59369960319748 -0.90601404631208 0.0154497351063827 22.04895064704299 22.816299248280522 21.95692378947258 0.26666666666666666 """""" """""" """""" """""" 0 False True all False False 0 0.830014921671619 1.3462080866920627 159.59369960319748 -0.90601404631208 0.0154497351063827 22.04895064704299 22.816299248280522 21.95692378947258 0.26666666666666666 False False 0.3 0.7 1.5 0.02 8 3 0.0 1.3462080866920627 0.830014921671619 0.8593754588079427 1.6219082953121493 4.371020473102941 3.236792656829852 False 0.09 Inputed -19.33025351253651 -19.605105870001655 """""" """""" """"""
-0.04774886852551128 0.3603313794066216 -26.29193756679315 18.37295789824565 5560.660846625028 153.90994265940097 11 6 6 22.945960599929094 20 True False 2019bah 64.070749999999 -1.645719 SNII 0.035 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 64.070749999999 -1.645719 TNS 2019bah ZTF19aakkwpi 2019bah SNII 0.035 0.17032082287137484 0.6266776149833966 0.2734659242928963 0.38366336428504155 0.6266776149833966 0.9025191134710298 -4.914861960620396 -4.914861960620396 27.86082256054949 27.86082256054949 58534.17357640015 58534.17357640015 18.05795220779212 18.05795220779212 18.302668807468983 6.672552586075864 3.312482994240889 4.107529704520809 64.06970358 -1.64526321 0.0019271075555931105 15.894765556192397 16.33235518641472 16.06486885304451 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.312482994240889 4.107529704520809 64.06970358 -1.64526321 0.0019271075555931105 15.894765556192397 16.33235518641472 16.06486885304451 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 4.107529704520809 3.312482994240889 0.2674863333702113 1.2400153334106758 -1.7255970213774 -2.2377999544244744 False 0.035 Inputed -17.669535887891385 -17.91425248756825 """""" """""" """"""
-0.12824146781605508 0.40070772429169266 -5.287309190022203 18.56385858471615 4932.7734242805645 134.81589199890507 42 25 25 41.043726900126785 31 True True 2020dii 203.8917 43.60335 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 203.8917 43.60335 TNS 2020dii ZTF20aaqhtcd 2020dii SNIa 0.06 0.15232945200930104 0.677124722198009 0.2692211786434697 0.39528675935933677 0.677124722198009 1.002614042735992 16.970893241662417 16.970893241662417 24.07283365846437 24.07283365846437 58915.50872689998 58900.381782399956 18.344461446203546 18.426234593675826 18.344461446203546 1.0293637929480546 1.668760486733335 0.9950365624780196 203.89166047506598 43.60362491318605 0.0022067716270346427 18.19389888030082 18.929105570956466 18.454044745495914 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.668760486733335 0.9950365624780196 203.89166047506598 43.60362491318605 0.0022067716270346427 18.19389888030082 18.929105570956466 18.454044745495914 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.126944500021636 0.9950365624780196 1.668760486733335 0.4750608254605524 0.5962728446583987 0.5028709772806401 0.10958329929236754 False 0.06 Inputed -18.811039534994254 -18.729266387521974 """""" """""" """"""
-0.23940078299048784 0.19528719215492837 -6.86134887351133 16.156143597638255 5663.56108238312 96.81535180147452 37 25 25 59.00909719988704 40 True True 2020jee 175.56124999999997 20.097519444444444 SNIa 0.01993 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 175.56124999999997 20.097519444444444 TNS 2020jee ZTF20aayknlo 2020jee SNIa 0.01993 -0.0004689089122287271 0.6975471461461744 0.14746955120342164 0.31217721248079044 0.6975471461461744 1.1683439791623442 10.959912226573033 10.959912226573033 48.049184973314006 48.049184973314006 58985.18864580011 58974.18976850016 15.50294050705391 15.50294050705391 15.854626019664853 20.097677379817796 1.5461522850866567 1.6247727436287551 175.56089916042498 20.0978278926506 0.00021819348574270148 15.13948354776442 15.31315602484703 14.675544403572083 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.5461522850866567 1.6247727436287551 175.56089916042498 20.0978278926506 0.00021819348574270148 15.13948354776442 15.31315602484703 14.675544403572083 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 10.998877299949527 1.6247727436287551 1.5461522850866567 0.6376116212749476 1.0508491041279884 -0.18978448220688016 -1.1790816160927697 False 0.01993 Inputed -18.88661666563857 -19.238302178249512 """""" """""" """"""
-0.21226387087621654 0.14497493836346853 -12.547364277304629 17.640309652726728 5250.312623351578 131.70887681684826 57 40 40 73.95982640003785 28 True True 2019bcw 191.33551999999 42.060868305555 SNIa 0.035 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 191.33551999999 42.060868305555 TNS 2019bcw ZTF19aaknvuh 2019bcw SNIa 0.035 0.14274877200926284 0.6784725577849002 0.2617281029478633 0.3902856493866409 0.6784725577849002 1.0124215811360244 14.639226077048509 14.639226077048509 59.32060032298935 59.32060032298935 58556.39068289986 58538.30217589997 17.112076038513163 17.112076038513163 17.155148040573067 9.585844135737243 2.4337410936907924 0.24085243471081155 191.335441889549 42.060834943599 0.0031558868941348184 17.780959348891972 18.2720889642632 17.924613169213533 0.985 """""" """""" """""" """""" 0 False True all False False 0 2.4337410936907924 0.24085243471081155 191.335441889549 42.060834943599 0.0031558868941348184 17.780959348891972 18.2720889642632 17.924613169213533 0.985 False False 0.3 0.7 1.5 0.02 8 3 18.08850699989125 0.24085243471081155 2.4337410936907924 0.3474757950496681 0.09896386897324252 1.1600129257500384 0.7694651286404657 False 0.035 Inputed -18.8170566547873 -18.860128656847206 """""" """""" """"""
-0.191783369570394 0.13644808784312307 -6.8736867536106985 18.609169745216718 4757.577770904147 242.36717523155977 68 39 39 74.77646989980713 44 True True 2020dhm 245.79829166666661 36.695480555555555 SNIc 0.0336 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 245.79829166666661 36.695480555555555 TNS 2020dhm ZTF20aaqtlwo 2020dhm SNIc 0.0336 0.1912077087412456 0.4709257513283802 0.25681370185581187 0.32524116143387616 0.4709257513283802 0.6290260750416117 14.477105060339069 14.477105060339069 60.299364839468055 60.299364839468055 58914.485173599795 58903.520115700085 17.990546947298913 17.990546947298913 18.115554894314005 2.042614059334634 2.864714106512013 0.6868183040409905 245.79820965602698 36.695301463467544 0.0019212787753719596 16.682329249926806 17.242927143837214 16.920084162579776 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.864714106512013 0.6868183040409905 245.79820965602698 36.695301463467544 0.0019212787753719596 16.682329249926806 17.242927143837214 16.920084162579776 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.965057899709791 0.6868183040409905 2.864714106512013 0.3228429812574376 0.23975108108684504 -0.7476198034616992 -1.195470731734229 False 0.0336 Inputed -17.767260767754056 -17.89226871476915 """""" """""" """"""
-0.16209493865911756 0.6428610241245544 -17.182845898713524 14.446116708382394 8174.413865817415 231.61041524897513 27 13 13 26.996423600241542 218 True False 2018fgd 283.23725416666 22.299401166666 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 283.23725416666 22.299401166666 TNS 2018fgd ZTF18abnvwgk 2018fgd CV 0.0 -0.40619420562411257 -0.23409568650173895 -0.36634795580180857 -0.3244381662291005 -0.23409568650173895 -0.13449239399168178 -14.457117887554993 -14.457117887554993 41.453541487796535 41.453541487796535 58349.21508099977 58349.21508099977 14.839306294635644 14.839306294635644 15.251305832172832 6.11431283042247 0.7 0.15549080012229863 283.23726782 22.29944247 0.003658916754629593 21.242871291160583 21.54904115943909 21.371414696216583 0.05 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.15549080012229863 283.23726782 22.29944247 0.003658916754629593 21.242871291160583 21.54904115943909 21.371414696216583 0.05 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.15549080012229863 0.7 0.17762646322250575 0.22212971446042662 6.709734864803444 6.12010886404375 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.14165274264404037 0.32584287818536106 -9.075323430127753 18.236739522183473 4957.740746345675 133.92050946912266 16 13 13 38.920752400066704 71 True False 2020aut 212.55558291666 -6.82245 SNIc 0.033703 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 212.55558291666 -6.82245 TNS 2020aut ZTF20aaiftgi 2020aut SNIc 0.033703 0.1883997124408019 0.7297871397232214 0.3089730442582379 0.43901571693509567 0.7297871397232214 1.0656989568083368 10.841432276497143 10.841432276497143 28.07932012356956 28.07932012356956 58885.52204860002 58873.52141200006 18.00505455892288 18.10610218356046 18.00505455892288 1.6073671350396952 4.335018830898198 1.3941838058405658 212.55545772 -6.82208322 0.0017224319873966332 15.43323282020092 21.087868125104904 21.08854120697975 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.335018830898198 1.3941838058405658 212.55545772 -6.82208322 0.0017224319873966332 15.43323282020092 21.087868125104904 21.08854120697975 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.000636599957943 1.3941838058405658 4.335018830898198 -0.00067308187484727 0.3216096308286847 2.9817659415444453 3.083486648056873 False 0.033703 Inputed -17.884462431302087 -17.783414806664506 """""" """""" """"""
-0.20886473497096067 0.15753280395219468 -10.04150824344681 16.669705510843222 5836.596365412122 104.21144446403564 193 131 131 69.98136579990387 45 True True 2020mcc 239.49791666666664 40.03393888888889 SNIa 0.0305 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 239.49791666666664 40.03393888888889 TNS 2020mcc ZTF18aaiykoz 2020mcc SNIa 0.0305 -0.006699300989481571 0.6287548626141088 0.12953771816264492 0.28011510802763695 0.6287548626141088 1.0491489444102093 14.821789665544433 14.821789665544433 55.15957613435944 55.15957613435944 59025.23848380009 59009.22359950002 15.995909415950548 15.995909415950548 16.176649488670535 8.559191411626113 4.1735666305522825 0.4828628824237569 239.497760752621 40.0340000399513 0.00077120955624288 14.504224556539654 15.128802359322309 14.716811831767558 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 4.1735666305522825 0.4828628824237569 239.497760752621 40.0340000399513 0.00077120955624288 14.504224556539654 15.128802359322309 14.716811831767558 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 16.014884300064296 0.4828628824237569 4.1735666305522825 0.4119905275547513 0.1156955010347733 -0.8671070566282388 -1.4598376569029767 False 0.0305 Inputed -19.494309704250046 -19.67504977697003 """""" """""" """"""
-0.09758689038877061 0.2542560806689873 -37.13795111444225 17.82091494825421 4216.003889954482 653.1301130227511 50 45 45 74.92575229983777 48 True True 2020tnq 128.6375833333333 -1.9579194444444443 SNIa 0.033 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 128.6375833333333 -1.9579194444444443 TNS 2020tnq ZTF20accmtgt 2020tnq SNIa 0.033 0.4422992590909196 0.5566217186221465 0.47023405909612137 0.4985959899961223 0.5566217186221465 0.6164181543238136 -23.055411872842125 -23.055411872842125 97.9811641726799 97.9811641726799 59126.53390049981 59126.48412040016 17.454945779433782 18.543338838480008 17.454945779433782 6.745334069740959 5.3201974044452545 11.39830393563276 128.640528086405 -1.9590870709781951 0.004031835083047053 15.04274020715475 15.984256401393413 15.311986163481475 1.0 """""" """""" """""" """""" 2 False True all False False 0 1.126329255562198 6.023032585270802 128.639246412021 -1.95811060739542 0.016518448570230437 19.23839621120691 18.128775521640776 18.804328573186396 0.75 False False 0.3 0.7 1.5 0.02 8 3 0.04978009965270758 11.39830393563276 5.3201974044452545 0.6722702379119383 2.1424588354764778 -2.5590824370865946 -2.142959615952307 False 0.033 Inputed -18.388423034479697 -17.30002997543347 """""" """""" """"""
-0.1924691503881645 0.21088007598403785 -8.322081075388372 18.408108570891237 5578.13324527958 256.6458505833508 70 29 29 60.929537100251764 54 True False 2020xuv 91.64059583333332 47.590475000000005 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 91.64059583333332 47.590475000000005 TNS 2020xuv ZTF20acmddof 2020xuv SNIa 0.06 -0.031584305793305845 0.19246436542249867 0.0210148682699014 0.07584351087490404 0.19246436542249867 0.3188455809835986 11.706544836268678 11.706544836268678 49.22299226398309 49.22299226398309 59155.39025459997 59143.44846059987 17.856898905991308 17.856898905991308 17.87499285115949 1.0108644527351514 2.6984756858302665 5.163615196633239 91.64078702 47.58904647 0.0029920407032991703 16.586792029857637 17.27049201965332 16.863423653507233 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.6984756858302665 5.163615196633239 91.64078702 47.58904647 0.0029920407032991703 16.586792029857637 17.27049201965332 16.863423653507233 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.941794000100344 5.163615196633239 2.6984756858302665 0.4070683661460883 1.913530377074529 -0.5864068863379863 -1.011569197652257 False 0.06 Inputed -19.28050813003831 -19.298602075206492 """""" """""" """"""
-0.15986693264357277 0.4545656750536646 -4.4688887757363345 19.082211170918818 5372.410432425667 220.24788405648806 39 16 16 27.088669000193477 52 True True 2020zmr 108.80135833333331 30.359986111111112 SNII 0.066 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 108.80135833333331 30.359986111111112 TNS 2020zmr ZTF20acntbmx 2020zmr SNII 0.066 0.0025108461738518884 0.27435925855530385 0.06570696405346865 0.13200622290831276 0.27435925855530385 0.4304962251612743 8.507874237847401 8.507874237847401 18.580794762346073 18.580794762346073 59157.39093750017 59149.34585649986 18.945869905154698 18.945869905154698 19.079213673107624 0.6458780870925833 2.1759548538315574 4.3272274784020714 108.80113808313 30.3587992226578 0.005176088052443295 17.82660967762947 18.097101368148326 17.942004847314358 0.975 """""" """""" """""" """""" 1 False True all False False 0 0.7 0.5627708608478522 108.801522550649 30.3600521365726 0.008103533549732145 22.111248203010557 22.14285736451149 22.609737610549928 0.3 False False 0.3 0.7 1.5 0.02 8 3 8.045081000309438 4.3272274784020714 2.1759548538315574 0.1550965208339683 1.9886568284183004 -0.8487685370063716 -1.137208825793266 False 0.066 Inputed -18.286224203520966 -18.419567971473892 """""" """""" """"""
-0.09836031247578192 0.0974809164889881 -10.59718162331831 17.238280335347955 5914.9675047672645 113.89207218389237 38 14 14 56.9154512998648 208 True True 2018cur 194.78799999999 37.316719 SNIIP 0.015432 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 194.78799999999 37.316719 TNS 2018cur ZTF18abcpmwh 2018cur SNIIP 0.015432 -0.028953978774460154 0.5328229896773884 0.09298780760744663 0.22670794296041663 0.5328229896773884 0.8967147581743475 22.027714003541842 22.027714003541842 34.88773729632295 34.88773729632295 58300.19631939987 58291.24050930003 16.635727773878585 16.635727773878585 16.68980282216111 8.149423435459363 14.52342895661156 22.891371361709854 194.78704434500202 37.31040587444585 0.0010938751948567083 11.050858368095756 12.088756785510181 11.775043004071117 0.9949999999999999 """""" """""" """""" """""" 33 True True all False False 0 0.7 0.38367271276929565 194.788079669138 37.316633303906 0.039882907716423 24.33172047689855 21.381763125822545 21.846308701479433 0.1 False False 0.3 0.7 1.5 0.02 8 3 8.955810099840164 22.891371361709854 14.52342895661156 0.3137137814390645 1.5761685088347488 -4.546970988368404 -4.914759818089992 False 0.015432 Inputed -17.49352028447179 -17.547595332754312 """""" """""" """"""
-0.011033349415885452 0.382734492522911 -8.519707167147 17.7939908136267 4858.701009587472 126.4279806674104 34 24 24 57.914988399948925 53 True False 2020jjj 217.83183333333332 -25.658638888888888 SNII 0.022836 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 217.83183333333332 -25.658638888888888 TNS 2020jjj ZTF20aazcnrv 2020jjj SNII 0.022836 0.21947942930960807 0.8096817564352747 0.35009881323343706 0.49154278908569893 0.8096817564352747 1.1800164470236858 96.50833921113643 96.50833921113643 -38.593350811187506 -38.593350811187506 58997.251527800225 58979.2699190001 17.676970411146595 17.72908044280729 17.676970411146595 1.1711388983578217 4.797960465360674 7.28833955537581 217.8298336 -25.65771716 0.0024537667384042505 15.06659099187851 15.814203462600709 15.326678436970711 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.797960465360674 7.28833955537581 217.8298336 -25.65771716 0.0024537667384042505 15.06659099187851 15.814203462600709 15.326678436970711 1.0 False False 0.3 0.7 1.5 0.02 8 3 17.981608800124377 7.28833955537581 4.797960465360674 0.48752502562999744 1.5190495228117575 -1.9148769802065821 -2.3502919741758834 False 0.022836 Inputed -17.361432772417537 -17.30932274075684 """""" """""" """"""
-0.17035500758202934 0.39508410487430023 -13.674496644060085 18.025223645722914 5625.908609588509 213.9226089542235 8 8 8 15.98178240004927 34 True False 2019nzo 82.304337083333 -14.29112922222 SNIa 0.064 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 82.304337083333 -14.29112922222 TNS 2019nzo ZTF19abucvhz 2019nzo SNIa 0.064 -0.0008448641190739181 0.2791217695249024 0.06409560734524788 0.13232257900313726 0.2791217695249024 0.44056487935552724 -8.20129632995513 -8.20129632995513 24.183078730004397 24.183078730004397 58723.50268519996 58723.48078700015 18.03843924787569 18.065962186978144 18.03843924787569 2.8420611777531337 1.2255587570118525 4.465453605721648 82.30387853 -14.2922873 0.0010114920616930423 16.1656177172184 17.22657814092636 16.583497623491287 0.9600000000000002 """""" """""" """""" """""" 0 False True all False False 0 1.2255587570118525 4.465453605721648 82.30387853 -14.2922873 0.0010114920616930423 16.1656177172184 17.22657814092636 16.583497623491287 0.9600000000000002 False False 0.3 0.7 1.5 0.02 8 3 0.021898199804127216 4.465453605721648 1.2255587570118525 0.6430805174350738 3.6436062980850314 -0.8393840460517836 -1.4549416243844036 False 0.064 Inputed -19.25919263580088 -19.231669696698425 """""" """""" """"""
-0.1418961499356222 0.33931942500001105 -7.124683409709177 18.729184947079634 5484.246224538657 183.32635429575154 29 9 9 18.99653929984197 52 True True 2021wac 217.07204166666665 23.04688888888889 SNIa 0.091 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 217.07204166666665 23.04688888888889 TNS 2021wac ZTF21absbrbd 2021wac SNIa 0.091 -0.000243734849732391 0.33208354564594345 0.07588763147118627 0.15652278522987118 0.33208354564594345 0.5280771712540613 14.477920126270966 14.477920126270966 4.518619173571003 4.518619173571003 59450.18229170004 59436.196620400064 18.43385867304331 18.504811088130847 18.43385867304331 0.2964320485037878 0.5768129625242391 5.130183548291594 217.07079753400848 23.0477374985727 0.014496782728449786 19.59493662213683 21.192928389801978 20.09497024998188 0.7722222222222223 """""" """""" """""" """""" 1 False True all False False 0 0.8185629173208081 0.2031380277894328 217.0720318199735 23.046833193875102 0.015947536283894448 22.772605519213677 24.085358250875473 22.541799346768855 0.275 False False 0.3 0.7 1.5 0.02 8 3 13.985671299975365 5.130183548291594 0.5768129625242391 1.097958139820097 8.894015706306204 2.688117301671131 1.6611115769385698 False 0.091 Inputed -19.640982659279302 -19.570030244191766 """""" """""" """"""
-0.11958428126616721 0.2860666977843256 -12.835698900289561 18.475037964244773 5386.084523026041 73.73824557954495 14 14 14 26.016539400443435 36 True True 2019pph 130.259625 49.293061 SNIa 0.0542 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 130.259625 49.293061 TNS 2019pph ZTF19abxvtiy 2019pph SNIa 0.0542 0.22525533189896763 1.3664451189957951 0.45664798835718656 0.7213952255980232 1.3664451189957951 2.1969189859475193 3.6055206305511422 3.6055206305511422 22.411018769892294 22.411018769892294 58739.46843749983 58733.49289349979 18.116094720961677 18.186622326200833 18.116094720961677 3.061751553377096 2.5719841098285774 4.624923051556312 130.258043324322 49.29229527333935 0.001402746247610387 15.790844803096057 17.08235389331937 16.25381814531326 0.99 """""" """""" """""" """""" 0 False True all False False 0 2.5719841098285774 4.624923051556312 130.258043324322 49.29229527333935 0.001402746247610387 15.790844803096057 17.08235389331937 16.25381814531326 0.99 False False 0.3 0.7 1.5 0.02 8 3 5.975544000044465 4.624923051556312 2.5719841098285774 0.8285357480061109 1.7981927002902685 -1.1042684328814616 -1.8622765756484156 False 0.0542 Inputed -18.8157292851388 -18.745201679899644 """""" """""" """"""
-0.1790472322873704 0.2955982064288065 -4.935984240544435 17.935812903569005 6097.768391759693 97.29854643180691 44 23 23 33.95939810015261 207 True False 2021uyg 295.3835708333333 0.6393527777777778 SNIa 0.052 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 295.3835708333333 0.6393527777777778 TNS 2021uyg ZTF21abqzays 2021uyg SNIa 0.052 -0.12162812712004012 0.5085474544304347 0.01146803228205684 0.15999647353481095 0.5085474544304347 0.9355276854412118 11.84005708731662 11.84005708731662 22.119341012835992 22.119341012835992 59438.220648100134 59428.25149310008 17.401237893896706 17.401237893896706 17.591272288505646 0.9623074403574299 4.648647648453202 12.039224644399486 295.38622007 0.63731163 0.00168740947542112 13.96010957775116 16.23041705646515 14.527906445503234 0.7699999999999999 """""" """""" """""" """""" 8 False True all False False 0 1.5094511617014483 3.4084652042691084 295.38349247 0.63840923 0.004078406410936486 18.29796550655365 21.20031975154877 20.081576527023316 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.969155000057071 12.039224644399486 4.648647648453202 1.702510610961916 2.589833765612551 -1.170820837431556 -3.063365843002412 False 0.052 Inputed -19.24945438832923 -19.43948878293817 """""" """""" """"""
-0.12394490474553398 0.547234265023374 -1.1798645746900178 18.70194918573564 5704.012825999071 43.2538714256686 57 28 28 16.03797459974885 40 True True 2020aesn 218.853875 55.07593055555556 SNIa 0.077146 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 218.853875 55.07593055555556 TNS 2020aesn ZTF21aaabvkj 2020aesn SNIa 0.077146 -0.06735630756327282 1.8884295681173207 0.26890753260914835 0.6944967458300297 1.8884295681173207 3.709341413918949 7.614310958483791 7.614310958483791 8.423663641265058 8.423663641265058 59219.42378470022 59215.49369210005 18.477761941856436 18.477761941856436 18.606483396695396 0.455068812922202 1.7566305368070156 3.6017639936779973 218.85400653843402 55.07692820760535 0.00047251321654329104 15.196079627069235 16.336119931104182 15.557083992564081 0.78 """""" """""" """""" """""" 0 False True all False False 0 1.7566305368070156 3.6017639936779973 218.85400653843402 55.07692820760535 0.00047251321654329104 15.196079627069235 16.336119931104182 15.557083992564081 0.78 False False 0.3 0.7 1.5 0.02 8 3 3.930092600174248 3.6017639936779973 1.7566305368070156 0.7790359385401011 2.0503822051419167 -2.1416420107522534 -3.0493994041313144 False 0.077146 Inputed -19.103207828292536 -19.231929283131496 """""" """""" """"""
-0.19697041785276476 0.2775895432622846 -6.494290054324084 18.501603338746406 5434.366004992364 155.71526495757183 32 17 17 42.85270839976147 37 True True 2019ulu 50.32781249999999 18.155324999999998 SNIa 0.066 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 50.32781249999999 18.155324999999998 TNS 2019ulu ZTF19acpgaet 2019ulu SNIa 0.066 0.0160996970749423 0.42046557153259556 0.10734491414306291 0.20493809163410148 0.42046557153259556 0.6654484562465051 11.846693646301143 11.846693646301143 31.006014753460327 31.006014753460327 58802.20752310008 58790.37315970007 18.125234134968252 18.125234134968252 18.166454790309455 1.535623393937427 1.4216406750838877 1.186341077804196 50.327915285272496 18.1556397332657 0.0007080139079126413 17.01949525885582 17.956194563469886 17.341369867157937 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.4216406750838877 1.186341077804196 50.327915285272496 18.1556397332657 0.0007080139079126413 17.01949525885582 17.956194563469886 17.341369867157937 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 11.834363400004804 1.186341077804196 1.4216406750838877 0.614824696311949 0.8344872924617135 -0.16903957149836657 -0.8250849231515183 False 0.066 Inputed -19.198983086319135 -19.240203741660338 """""" """""" """"""
-0.20423539459139814 0.269363001881651 -6.729308971163963 17.851799009644544 4396.712013652046 214.46373745146695 104 28 28 52.84094899985939 49 True False 2019prw 277.58418416666 50.746479583333 SNIa 0.047429 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 277.58418416666 50.746479583333 TNS 2019prw ZTF19abxfhrq 2019prw SNIa 0.047429 0.3241898895640567 0.6710382069949077 0.40497968423565567 0.48962236179006524 0.6710382069949077 0.8696478506899545 12.552221888371065 12.552221888371065 40.28872711148833 40.28872711148833 58745.118761599995 58732.25969910016 17.452663063872063 17.72446327682135 17.452663063872063 1.3789185342334604 3.9185916244861736 0.6807794643895668 277.58448108 50.74650114 0.0012987212909785217 15.350888410449029 16.593605693507193 15.816878089535237 0.95 """""" """""" """""" """""" 0 False True all False False 0 3.9185916244861736 0.6807794643895668 277.58448108 50.74650114 0.0012987212909785217 15.350888410449029 16.593605693507193 15.816878089535237 0.95 False False 0.3 0.7 1.5 0.02 8 3 12.859062499832362 0.6807794643895668 3.9185916244861736 0.7767276039719562 0.17373064856658396 -1.1308575833141568 -1.6357849743368256 False 0.047429 Inputed -19.185924943443318 -18.91412473049403 """""" """""" """"""
-0.0064549254869669045 0.36294836246471596 -24.23795222024518 19.283128282080934 4730.338725503432 249.81338833018248 57 29 29 64.97142359986901 97 True True 2020vzv 318.35318749999993 17.674744444444446 SNII 0.019 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 318.35318749999993 17.674744444444446 TNS 2020vzv ZTF20acifzof 2020vzv SNII 0.019 0.31155736230815734 0.6031967973240953 0.3801649914167662 0.45158154048461796 0.6031967973240953 0.7671487632953031 176.72233445942658 176.72233445942658 -111.75091085955756 -111.75091085955756 59178.099988400005 59134.15076390002 19.140771723077137 19.227685540275488 19.140771723077137 0.620490939711084 1.7723342123181118 3.8141135947989815 318.3523491508355 17.67404842357405 0.003541850163026772 17.75883768004894 18.110378174610137 17.761255315885546 0.7416666666666667 """""" """""" """""" """""" 0 False True all False False 0 1.7723342123181118 3.8141135947989815 318.3523491508355 17.67404842357405 0.003541850163026772 17.75883768004894 18.110378174610137 17.761255315885546 0.7416666666666667 False False 0.3 0.7 1.5 0.02 8 3 43.949224499985576 3.8141135947989815 1.7723342123181118 0.34912285872459137 2.1520284200858137 -1.1173073656653507 -1.3795164071915913 False 0.019 Inputed -15.49618903725368 -15.40927522005533 """""" """""" """"""
-0.15137897507720519 0.17740982987558707 -9.731069323680636 18.741146669043022 5446.238837744304 142.4970413651091 44 30 30 69.83262730017304 48 True True 2019eji 258.60841708333 19.81095 SNII 0.055 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 258.60841708333 19.81095 TNS 2019eji ZTF19aathllr 2019eji SNII 0.055 0.050041449216994494 0.5088452314723355 0.1526690372415942 0.26305600295028597 0.5088452314723355 0.7911545931158876 12.733595081194146 12.733595081194146 57.0990322189789 57.0990322189789 58616.46125000017 58605.42018519994 18.2439293078854 18.2439293078854 18.268875866692497 2.089484017206377 1.688819012651774 1.3785423238767138 258.60802778 19.81106174 0.004530721124422543 19.019979730546474 19.380723586797714 19.076863274765014 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.688819012651774 1.3785423238767138 258.60802778 19.81106174 0.004530721124422543 19.019979730546474 19.380723586797714 19.076863274765014 0.99 False False 0.3 0.7 1.5 0.02 8 3 11.041064800228924 1.3785423238767138 1.688819012651774 0.30386031203270036 0.8162759381256223 1.1367942789123155 0.8079874080725169 False 0.055 Inputed -18.695170039992423 -18.72011659879952 """""" """""" """"""
-0.15089813608848004 0.33970962876725064 -3.7528760726697348 17.838320696306106 5061.598560143235 173.75874353459687 39 18 18 33.968819400295615 69 True False 2021vk 55.99765416666666 33.91791666666666 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 55.99765416666666 33.91791666666666 TNS 2021vk ZTF21aacpasn 2021vk SNIa 0.05 0.08798449769181005 0.4644254639833285 0.1739434124954009 0.26517643816827174 0.4644254639833285 0.6877737831663175 13.437020511536033 13.437020511536033 20.53179888875958 20.53179888875958 59233.199548599776 59223.1645717998 17.597051303023008 17.597051303023008 17.62313687084902 0.5261238881760962 5.082928084936934 11.9578121682282 55.99368161 33.91832379 0.004756515920445459 15.243574057102204 16.063415713882446 15.577030109786989 1.0 """""" """""" """""" """""" 3 False True all False False 0 1.1225148065529533 10.130501011447997 55.99566884 33.92019802 0.007014614080489978 16.84553866481781 17.15451742515564 16.931640963935852 0.0 False False 0.3 0.7 1.5 0.02 8 3 10.034976799972355 11.9578121682282 5.082928084936934 0.4863856040954566 2.35254403926444 -1.5336355891405624 -2.046106761062031 False 0.05 Inputed -19.131401760326256 -19.157487328152268 """""" """""" """"""
-0.08550025479454434 0.35871897506747624 -6.822123866420536 18.435630286378753 4555.465188448784 245.64803800710268 25 7 7 63.829421299975365 45 True True 2020dfs 190.3470583333333 -9.292794444444445 SNIb 0.04106 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 190.3470583333333 -9.292794444444445 TNS 2020dfs ZTF20aapnqbw 2020dfs SNIb 0.04106 0.2593532627914996 0.5471452044106258 0.32695496974158544 0.39739358393359936 0.5471452044106258 0.7093707067457515 21.14814986650019 21.14814986650019 42.681271433475175 42.681271433475175 58915.37592589995 58899.39644679986 18.18351829965568 18.452285938176825 18.18351829965568 0.8639268173082425 3.2459251302448155 4.3152556930136425 190.34756595517 -9.29170546449065 0.0018009735302613183 15.805518218421938 16.353705160939693 15.999092467249632 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.2459251302448155 4.3152556930136425 190.34756595517 -9.29170546449065 0.0018009735302613183 15.805518218421938 16.353705160939693 15.999092467249632 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.97947910008952 4.3152556930136425 3.2459251302448155 0.3546126936900613 1.329437839710177 -2.0985807772371317 -2.184425832406049 False 0.04106 Inputed -18.13863694503514 -17.869869306513998 """""" """""" """"""
-0.030064070321922175 0.3065619874219846 -10.561506538777632 19.272985427468907 3551.9427961845 216.4729259852628 46 28 28 40.96538199996576 74 True True 2021kqj 166.24236249999998 30.02968611111111 SNII 0.028551 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 166.24236249999998 30.02968611111111 TNS 2021kqj ZTF21aaxtzzj 2021kqj SNII 0.028551 0.7630825690756211 1.1923438959215673 0.8634252231962769 0.9683002940732841 1.1923438959215673 1.4366841813106461 36.78859668567914 36.78859668567914 4.176785314286622 4.176785314286622 59342.28309029993 59334.26017360017 19.025394826357125 19.7144688202316 19.025394826357125 0.5155125558842135 6.953477059432244 9.376462350065353 166.24365545959353 30.02733436450615 0.0019349707977258657 13.883248134102821 14.587334324985743 14.120875507169963 1.0 """""" """""" """""" """""" 3 True True all False False 0 3.9938679439408715 1.1322865317961501 166.24211175291 30.02991370311635 0.0015814757320159467 15.543934433110355 15.772638555575611 15.670921459132433 0.9650000000000001 False False 0.3 0.7 1.5 0.02 8 3 8.022916699759662 9.376462350065353 6.953477059432244 0.4664588178157807 1.3484566454916795 -5.127134495245855 -4.9045193191871626 False 0.028551 Inputed -16.501122070569853 -15.812048076695381 """""" """""" """"""
-0.03382303678848329 0.61827074157109 -7.106626702785417 17.196209518189107 5276.18109418485 66.69560052155653 16 16 16 33.03918980015442 43 True True 2019ppj 132.32954208333 46.3809 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 132.32954208333 46.3809 TNS 2019ppj ZTF19abxvtmy 2019ppj SNIa 0.04 0.1523798708449462 1.3945488984561258 0.3981423573061562 0.6836711280738434 1.3945488984561258 2.334215179849835 7.127479365340835 7.127479365340835 25.911710434813582 25.911710434813582 58733.51098380005 58733.49289349979 17.156175603090897 17.25618212677446 17.156175603090897 5.045910148213732 0.7930155261617345 2.454091043097721 132.32870924957848 46.3812668931162 0.00013117994302980218 14.939747313022613 15.646618208271263 15.184851312751771 0.285 """""" """""" """""" """""" 0 False True all False False 0 0.7930155261617345 2.454091043097721 132.32870924957848 46.3812668931162 0.00013117994302980218 14.939747313022613 15.646618208271263 15.184851312751771 0.285 False False 0.3 0.7 1.5 0.02 8 3 0.018090300261974335 2.454091043097721 0.7930155261617345 0.46176689551949224 3.094631772187033 -1.609563918503195 -1.9713242903391262 False 0.04 Inputed -19.10862928439052 -19.00862276070696 """""" """""" """"""
-0.18144702858176343 0.18278286998590446 -10.5676446904458 18.619235028273973 6245.113104711105 109.44366598140644 91 49 49 66.80909719970077 77 True True 2020tct 321.59162499999996 26.52057222222222 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 321.59162499999996 26.52057222222222 TNS 2020tct ZTF20abyppuk 2020tct SNIa 0.08 -0.0944359082990971 0.46465150932588273 0.025977057870733233 0.15868715681744305 0.46465150932588273 0.8314409916159562 13.735336423859916 13.735336423859916 53.07376077584085 53.07376077584085 59112.284895800054 59097.3480440001 17.93498000463125 17.93498000463125 18.07410893880831 1.7043003236770513 0.7246890536022328 9.768704098091662 321.593293813015 26.518306495601998 0.13696929229041266 20.97777791469574 22.898671196727754 22.34207543036461 0.125 """""" """""" """""" """""" 1 False True all False False 0 0.8494248475978162 9.590536559736845 321.5945687123565 26.520971458748647 0.03352218899877124 19.088459108853343 20.996426666755674 19.814727852072714 0.025 False False 0.3 0.7 1.5 0.02 8 3 14.936851799953729 0.0 0.0 0.0 0.0 5.705019995368751 5.195891061191691 True 0.08 Inputed -19.71582508326307 -19.85495401744013 """""" """""" """"""
-0.20242210824930104 0.26275132067360785 -7.671738519736356 18.070354174415403 5772.522465844373 76.20561299677007 42 25 25 36.011145799886435 161 True False 2021lwl 281.0870833333333 22.72936111111111 SNIa 0.052 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 281.0870833333333 22.72936111111111 TNS 2021lwl ZTF21aazsgyr 2021lwl SNIa 0.052 0.014177660154757632 0.9654558115920651 0.20711269938863452 0.4279370193399572 0.9654558115920651 1.655320655609522 10.943465039466659 10.943465039466659 25.067680760419776 25.067680760419776 59353.382094900124 59341.369664399885 17.594100980324264 17.594100980324264 17.747448582121194 2.090800083057421 2.2724455782728294 2.48623230167269 281.08694007 22.72868325 0.0007724014431065296 15.7662132956028 16.61924969511032 15.972473576927186 0.95 """""" """""" """""" """""" 0 False True all False False 0 2.2724455782728294 2.48623230167269 281.08694007 22.72868325 0.0007724014431065296 15.7662132956028 16.61924969511032 15.972473576927186 0.95 False False 0.3 0.7 1.5 0.02 8 3 12.012430500239134 2.48623230167269 2.2724455782728294 0.6467761181831335 1.0940778188238722 -0.9748512852139442 -1.7749750051940083 False 0.052 Inputed -19.093278094713682 -19.246625696510613 """""" """""" """"""
-0.12208088571743816 0.4961160888457605 -2.7525969601138063 19.65441007121076 5415.478863107563 145.59799480426784 66 51 51 26.956261600367725 33 True True 2020azn 141.9184958333333 35.53008333333333 SNIa 0.14 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 141.9184958333333 35.53008333333333 TNS 2020azn ZTF20aaichor 2020azn SNIa 0.14 -0.010153946744097198 0.41783914487566065 0.08568313990451415 0.1886985605899234 0.41783914487566065 0.6806373980331699 14.941596162612528 14.941596162612528 12.014665437755196 12.014665437755196 58883.25562500022 58871.30307869986 19.39361455506643 19.413141077089904 19.39361455506643 0.33383197516503754 0.27741460617919755 47.29191111287282 141.925618277503 35.5418722677603 0.7667771590126269 19.86980696971208 22.63917110472381 21.375070468205813 0.43125 """""" """""" """""" """""" 18 False True all False False 0 0.7 8.631040948372885 141.915801742461 35.5310534636055 0.44798094790897125 23.133597943165302 25.76925826951146 25.870145905555486 0.05 False False 0.3 0.7 1.5 0.02 8 3 11.95254630036652 0.0 0.0 0.0 0.0 4.226858922910097 3.876385444933568 True 0.14 Inputed -19.637912312742326 -19.618385790718854 """""" """""" """"""
-0.07395054631770209 0.4092937887113317 -12.629317520636228 18.14190085767099 4790.447548907583 83.89530745904815 20 17 17 54.85405089985579 737 True False 2020mob 306.71789583333333 -18.617258333333332 SNIIb 0.023 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 306.71789583333333 -18.617258333333332 TNS 2020mob ZTF20abfcrzj 2020mob SNIIb 0.023 0.38166158478270873 1.4428519514683877 0.6031220355437164 0.8519414330999737 1.4428519514683877 2.1801838155467728 17.39994623222897 17.39994623222897 37.45410466762682 37.45410466762682 59032.3355556 59014.38628470013 17.907406240911996 18.265814330973654 17.907406240911996 5.600633374282827 5.084889805139238 1.529174944336349 306.71783345 -18.61767897 0.0006884181792756738 13.80984455962181 19.437580150651932 19.435648098564148 1.0 """""" """""" """""" """""" 0 False True all False False 0 5.084889805139238 1.529174944336349 306.71783345 -18.61767897 0.0006884181792756738 13.80984455962181 19.437580150651932 19.435648098564148 1.0 False False 0.3 0.7 1.5 0.02 8 3 17.949270899873227 1.529174944336349 5.084889805139238 0.0019320520877847969 0.30072921989200824 1.1717658196782779 1.5282418576521515 False 0.023 Inputed -17.146625728332854 -16.788217638271195 """""" """""" """"""
-0.12232862702866835 0.4104545645012896 -6.844037061321616 17.285422933776406 6195.041971116119 64.2522333763311 20 9 9 31.89873840007931 61 True True 2019pqn 241.01613874999 18.471742305555 SNIa 0.0371 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 241.01613874999 18.471742305555 TNS 2019pqn ZTF19abvvpoh 2019pqn SNIa 0.0371 -0.07163285586941015 1.0428132384936468 0.14490047985308152 0.3994796529438567 1.0428132384936468 1.9066081485412028 12.357258621488754 12.357258621488754 19.541479778590556 19.541479778590556 58745.13422450004 58733.21241899999 16.935170184870962 16.935170184870962 17.109597229315877 6.808074500901049 2.3866367579598307 1.8981413120796222 241.016131843236 18.4712150847768 0.0008193777709636363 15.86621387287736 16.386306063559054 16.06480790890932 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.3866367579598307 1.8981413120796222 241.016131843236 18.4712150847768 0.0008193777709636363 15.86621387287736 16.386306063559054 16.06480790890932 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.92180550005287 1.8981413120796222 2.3866367579598307 0.32149815464973486 0.7953205722441864 -0.5488641213119081 -1.044789320406558 False 0.0371 Inputed -18.990249765397095 -19.16467680984201 """""" """""" """"""
-0.00846420187061069 0.7025644642649418 -25.142710854223644 17.596366796676993 4636.714538654159 460.8182232729857 178 40 40 72.94938649982214 51 True True 2020xtg 233.32479166666664 45.004330555555555 SNII 0.061195 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 233.32479166666664 45.004330555555555 TNS 2020xtg ZTF20aciwcuz 2020xtg SNII 0.061195 0.2742407826049593 0.42317722376044387 0.31026140847117745 0.34708203856474995 0.42317722376044387 0.5026367783628913 16.606463242223228 16.606463242223228 56.34292325759891 56.34292325759891 59202.54837960005 59202.50640049996 17.476243626298583 17.839938964538604 17.476243626298583 1.1900059829927607 4.31716137637851 7.977092958176017 233.3235503720245 45.00636519788715 0.002198226969472361 14.986871090291142 15.892495504113437 15.299619098847508 1.0 """""" """""" """""" """""" 2 False True all False False 0 3.9993182614904366 4.061594572033661 233.32327637638502 45.0039770076481 0.02311827155952817 18.808923210285904 21.185646845102312 18.939990462489725 0.44999999999999996 False False 0.3 0.7 1.5 0.02 8 3 0.041979100089520216 7.977092958176017 4.31716137637851 0.5928764052659297 1.8477634405382533 -1.9474434604251663 -2.176624527451075 False 0.061195 Inputed -19.722676589317704 -19.358981251077683 """""" """""" """"""
-0.16762829176383665 0.21169482739031903 -7.833913861267525 17.213547780922514 6252.400545538491 71.068383164552 36 21 21 57.97427080012858 36 True True 2019pru 239.58159791666 46.928011027777 SNIa 0.044 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 239.58159791666 46.928011027777 TNS 2019pru ZTF19abxdnzt 2019pru SNIa 0.044 -0.07864880252520834 0.8916050920645944 0.1144035758472306 0.33806281109697167 0.8916050920645944 1.6159169956804362 14.430675368673946 14.430675368673946 43.543595431454634 43.543595431454634 58747.14000000013 58734.137627299875 16.60844653468708 16.60844653468708 16.958081380957484 3.4784521711394945 1.3704878821139166 0.38341836261131157 239.58145631139251 46.92796640101475 0.0018332113530193928 18.554437270519735 19.47094847921133 18.87545698818475 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.3704878821139166 0.38341836261131157 239.58145631139251 46.92796640101475 0.0018332113530193928 18.554437270519735 19.47094847921133 18.87545698818475 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 13.002372700255364 0.38341836261131157 1.3704878821139166 0.5954914910265785 0.2797677875268082 2.8625019445242508 1.9173756072272674 False 0.044 Inputed -19.51577587050888 -19.865410716779284 """""" """""" """"""
-0.17436253799378582 0.34609851343392706 -10.511414576330292 19.038355435088885 5652.442354793859 200.14122802877807 30 11 11 16.02834489988163 32 True True 2020zlc 145.34408333333332 15.961308333333333 SNIa 0.076388 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 145.34408333333332 15.961308333333333 TNS 2020zlc ZTF20acpylns 2020zlc SNIa 0.076388 -0.02248232662397598 0.2738076970601142 0.0458666882579557 0.11793312770596742 0.2738076970601142 0.44637203380667856 5.604762827420363 5.604762827420363 10.423582072461269 10.423582072461269 59175.52634260012 59165.49537040014 18.52812417873455 18.52812417873455 18.779270314166528 1.3162040252673761 1.472763701473327 0.5633198078316579 145.3440052922715 15.961171018314399 0.0002751926706984209 15.846513735812902 17.103598044953344 16.271790112159252 0.97 """""" """""" """""" """""" 0 False True all False False 0 1.472763701473327 0.5633198078316579 145.3440052922715 15.961171018314399 0.0002751926706984209 15.846513735812902 17.103598044953344 16.271790112159252 0.97 False False 0.3 0.7 1.5 0.02 8 3 10.03097219998017 0.5633198078316579 1.472763701473327 0.8318079327940922 0.38249164293506327 -1.4245261337812067 -2.507480202007276 False 0.076388 Inputed -18.908616703393434 -19.15976283882541 """""" """""" """"""
-0.056922332578986407 0.6623741686062247 -14.885845433824647 18.290924566152455 6934.556395565978 92.9216092381836 84 45 45 50.84383100038394 41 True True 2020aeqs 211.86370416666665 13.067708333333334 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 211.86370416666665 13.067708333333334 TNS 2020aeqs ZTF21aaabxln 2020aeqs SNIa 0.08 -0.144792278534279 0.5089938983362785 -0.007927113754011117 0.14567067557825908 0.5089938983362785 0.9583463115487412 -1.6876968737040725 -1.6876968737040725 52.53152787408801 52.53152787408801 59221.50001160009 59215.53847219981 18.01338207962971 18.01338207962971 18.244081635667825 1.4688997033549211 2.20629770922065 5.591625467157525 211.862626241052 13.066563784218001 0.009235264128259257 18.19913673176348 18.8282521359992 18.466849082437754 0.975 """""" """""" """""" """""" 0 False True all False False 0 2.20629770922065 5.591625467157525 211.862626241052 13.066563784218001 0.009235264128259257 18.19913673176348 18.8282521359992 18.466849082437754 0.975 False False 0.3 0.7 1.5 0.02 8 3 5.961539400275797 5.591625467157525 2.20629770922065 0.3614030535614461 2.534392998636936 0.8148700563694895 0.22276744676992877 False 0.08 Inputed -19.545852386403553 -19.776551942441667 """""" """""" """"""
-0.1678424005854751 0.2355403523746635 -9.078557801097514 17.88071504845225 6114.0024152781425 103.50637275150171 178 131 131 72.84231480024755 55 True False 2019ulw 41.20938749999999 36.90593055555556 SNIa 0.044 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 41.20938749999999 36.90593055555556 TNS 2019ulw ZTF19acrdqej 2019ulw SNIa 0.044 -0.07882246772367907 0.526768245332871 0.05057214654578601 0.19390515352982618 0.526768245332871 0.9294382885501946 16.484787759128267 16.484787759128267 56.35752704111928 56.35752704111928 58811.21696759993 58794.268090299796 17.283010504377227 17.283010504377227 17.46191859693714 1.7127566049290484 0.8020361935984559 0.11175166254996008 41.20940891 36.90595645 0.0010086872854411233 19.19698402631283 20.06910143585205 19.436278216791152 0.78 """""" """""" """""" """""" 0 False True all False False 0 0.8020361935984559 0.11175166254996008 41.20940891 36.90595645 0.0010086872854411233 19.19698402631283 20.06910143585205 19.436278216791152 0.78 False False 0.3 0.7 1.5 0.02 8 3 16.94887730013579 0.11175166254996008 0.8020361935984559 0.6328232190608993 0.13933493705386218 2.786090931474824 1.9743596198540132 False 0.044 Inputed -19.011938654529224 -19.190846747089136 """""" """""" """"""
-0.011975809956338117 0.4090325846172047 -17.003764766128818 18.753797516655386 4301.723335151813 303.1029945551841 38 31 31 66.99644679995254 56 True True 2020aerh 242.93136666666663 49.033941666666664 SNII 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 242.93136666666663 49.033941666666664 TNS 2020aerh ZTF20aczgvfe 2020aerh SNII 0.04 0.40486430047726785 0.6548584336819232 0.4643434477778001 0.5258010383325171 0.6548584336819232 0.792467305964017 61.62437724169242 61.62437724169242 5.372069558260115 5.372069558260115 59219.496076399926 59215.5151157002 18.60599272438855 19.047792640971743 18.60599272438855 0.32239803286151153 1.6576638449699548 0.8185132765799575 242.9312335865775 49.0337317086886 0.006560099426777932 19.682331300168634 19.945085039785504 19.92321138553202 0.9555555555555555 """""" """""" """""" """""" 0 False True all False False 0 1.6576638449699548 0.8185132765799575 242.9312335865775 49.0337317086886 0.006560099426777932 19.682331300168634 19.945085039785504 19.92321138553202 0.9555555555555555 False False 0.3 0.7 1.5 0.02 8 3 3.9809606997296214 0.8185132765799575 1.6576638449699548 0.021873654253482755 0.4937751879331078 0.8972923988137609 1.317218661143471 False 0.04 Inputed -17.65881216309287 -17.217012246509675 """""" """""" """"""
-0.19558788855926612 0.20528094374114209 -11.33044383095675 16.865782157104796 5169.9189738605655 160.22657212509247 36 31 31 73.76074079982936 58 True True 2019wwh 174.9512333333333 23.53236111111111 SNIa 0.03056 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 174.9512333333333 23.53236111111111 TNS 2019wwh ZTF19acytidb 2019wwh SNIa 0.03056 0.129075261924406 0.5533299495583321 0.22528288144179953 0.3278509324096319 0.5533299495583321 0.8082191140018082 14.668694640024256 14.668694640024256 59.09204615980511 59.09204615980511 58849.45123839984 58831.547569400165 16.442530238786773 16.453107861572413 16.442530238786773 14.101223512767985 2.8770792118703494 1.0197882128258071 174.9515049543635 23.53249612139135 0.00028323196185553456 14.128451249907613 15.043948847879172 14.344501394813062 0.7437499999999999 """""" """""" """""" """""" 0 False True all False False 0 2.8770792118703494 1.0197882128258071 174.9515049543635 23.53249612139135 0.00028323196185553456 14.128451249907613 15.043948847879172 14.344501394813062 0.7437499999999999 False False 0.3 0.7 1.5 0.02 8 3 17.903668999671936 1.0197882128258071 2.8770792118703494 0.6994474530661101 0.3544526020063441 -1.409159013693241 -2.0980288439737116 False 0.03056 Inputed -19.232728742590105 -19.222151119804465 """""" """""" """"""
-0.16067590483463673 0.2912485416510424 -11.766915039048918 18.767000258359335 5003.571769923181 187.31344931507826 21 13 13 42.92026620032266 39 True True 2019blm 129.83411833333 17.188046305555 SNIa 0.067 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 129.83411833333 17.188046305555 TNS 2019blm ZTF19aalcwjt 2019blm SNIa 0.067 0.16657639640939337 0.53176610341038 0.2506097469530886 0.3393532840453162 0.53176610341038 0.745503906691674 10.881454137031923 10.881454137031923 32.038812063290734 32.038812063290734 58556.20711810002 58541.23618059978 18.507430200950356 18.554411524595388 18.507430200950356 2.699383679832883 1.4923971961679972 0.993366595442386 129.834306696189 17.1882554897817 0.002000524535391124 18.33245032545805 18.98974121654749 18.579685187256334 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.4923971961679972 0.993366595442386 129.834306696189 17.1882554897817 0.002000524535391124 18.33245032545805 18.98974121654749 18.579685187256334 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 14.970937500242144 0.993366595442386 1.4923971961679972 0.41005602929115526 0.6656181062206741 0.43532969195210214 0.07225498630597826 False 0.067 Inputed -18.891153248235508 -18.844171924590476 """""" """""" """"""
-0.03704549455864201 0.45766071239368356 -31.716080389456092 18.78675417710667 5662.572935141637 199.56955986245808 54 33 33 73.80425930023193 48 True True 2018cug 267.32989666666 49.4124315 SNII 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 267.32989666666 49.4124315 TNS 2018cug ZTF18abcptmt 2018cug SNII 0.05 0.12488242896748147 0.4559330605210725 0.20140647660324618 0.2819829649236816 0.4559330605210725 0.6480828297756922 -1.6368258924784378 -1.6368258924784378 75.44108519271037 75.44108519271037 58302.32861110009 58293.34847219987 18.52787179503697 18.562164663960043 18.52787179503697 1.2544405924396946 1.7699678101348544 1.5989349329812366 267.329558443995 49.412045695376 0.0020517708115187494 17.81069821949005 18.379694862270355 18.03495723604083 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.7699678101348544 1.5989349329812366 267.329558443995 49.412045695376 0.0020517708115187494 17.81069821949005 18.379694862270355 18.03495723604083 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.98013890022412 1.5989349329812366 1.7699678101348544 0.34473762622952364 0.9033694984878924 -0.18246980168968818 -0.49291455899613723 False 0.05 Inputed -18.226666836138307 -18.192373967215232 """""" """""" """"""
-0.11383632136678987 0.022789890798336272 -17.097535318729655 17.293171774632256 4658.230684201649 99.38575525736192 68 45 45 62.037661999929696 67 True True 2021krf 192.82267916666663 0.5207583333333334 SNIc 0.01356 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 192.82267916666663 0.5207583333333334 TNS 2021krf ZTF21aaxtctv 2021krf SNIc 0.01356 0.47043944887465017 1.3749644869698692 0.6649053294850802 0.8793411475905373 1.3749644869698692 1.9727318571896824 36.11899119822757 36.11899119822757 25.918670801702127 25.918670801702127 59354.21086810017 59334.21254630014 16.625418214367922 17.036131848414115 16.625418214367922 6.523211058570321 3.2991309419109625 4.6741939045571295 192.8214052484285 0.5205071847166896 0.0014770735624184406 15.4479506246078 15.993968948630094 15.629618106062413 1.0 """""" """""" """""" """""" 2 False True all False False 0 0.7 0.39797976899616516 192.822750594378 0.520673954474924 0.020466887573741488 23.43366295277953 18.76716982920885 18.31663345756054 0.9333333333333332 False False 0.3 0.7 1.5 0.02 8 3 19.998321800027043 4.6741939045571295 3.2991309419109625 0.36435084256768135 1.4167955097440559 -1.0421628997840209 -0.9958001083055095 False 0.01356 Inputed -17.27604611248186 -16.86533247843567 """""" """""" """"""
-0.13378375275181495 0.5120754128124279 -6.523708434167053 17.812409619027484 5465.794448098838 199.03676752596635 36 21 21 28.034016199875623 53 True False 2021ijb 110.72689166666665 46.49556666666667 SNIa 0.053 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 110.72689166666665 46.49556666666667 TNS 2021ijb ZTF21aastazz 2021ijb SNIa 0.053 -0.003921175848368819 0.2985208829516246 0.06583800595793576 0.13939730142313778 0.2985208829516246 0.4747143408517438 15.50082253678342 15.50082253678342 12.533193663092202 12.533193663092202 59325.20635419991 59308.18454860011 17.634876871317104 17.634876871317104 17.673608760670756 0.6799666990958203 3.601700123747819 4.578766871148899 110.72735524 46.49679786 0.002342563490366545 15.913110361504554 17.052208662700654 16.141343572854996 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.601700123747819 4.578766871148899 110.72735524 46.49679786 0.002342563490366545 15.913110361504554 17.052208662700654 16.141343572854996 1.0 False False 0.3 0.7 1.5 0.02 8 3 17.021805599797517 4.578766871148899 3.601700123747819 0.9108650898456574 1.271279316386944 -0.5826682086164503 -1.53226518781576 False 0.053 Inputed -19.208989313463793 -19.247721202817445 """""" """""" """"""
-0.12539836035842025 0.5241625281862456 -2.8440010336448283 16.463199787478445 5895.473547197173 75.02379414522582 69 44 44 39.03021989995614 38 True False 2021bzs 76.08729166666666 -20.41756388888889 SNIa 0.031939 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 76.08729166666666 -20.41756388888889 TNS 2021bzs ZTF21aahaksd 2021bzs SNIa 0.031939 -0.09573334591405924 0.7964564336325282 0.08378602386784806 0.2903270484168914 0.7964564336325282 1.4505285262942706 13.325474354576457 13.325474354576457 25.70474554537968 25.70474554537968 59262.16370370006 59251.145439799875 16.243088249938452 16.243088249938452 16.35563292889612 2.3137682315952 0.539286686341796 0.3349717621249745 76.08729972 -20.41765663 2.1281948108686777e-05 15.048200717329978 16.0113256980896 15.337983927237987 0.0 """""" """""" """""" """""" 0 False True all False False 0 0.539286686341796 0.3349717621249745 76.08729972 -20.41765663 2.1281948108686777e-05 15.048200717329978 16.0113256980896 15.337983927237987 0.0 False False 0.3 0.7 1.5 0.02 8 3 11.018263900186867 0.3349717621249745 0.539286686341796 0.6733417708516125 0.6211385717626854 -0.23176255184885264 -1.0176490016581337 False 0.031939 Inputed -19.416205444701585 -19.528750123659254 """""" """""" """"""
-0.19003635946811248 0.17786401058077755 -8.100955305348236 17.94128445075164 5040.384966092804 153.7382082088505 251 155 155 74.99790510023013 51 True True 2020jjh 248.07225 50.19053888888889 SNIa 0.047369 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 248.07225 50.19053888888889 TNS 2020jjh ZTF20aayxldg 2020jjh SNIa 0.047369 0.140088586581129 0.5879859173997986 0.24125966814869315 0.34939246621177844 0.5879859173997986 0.8589773700061372 14.9811309237115 14.9811309237115 60.016774176518624 60.016774176518624 58992.305914400145 58978.31017359998 17.434901476977576 17.4849700365687 17.434901476977576 3.4042184575421386 5.221089751939768 8.12538036915011 248.069234563162 50.1893697032811 0.0013868501525198251 14.068852774244547 15.177419968930483 14.43706705924511 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.9446073220299662 7.957826258671352 248.0743004145285 50.188760416265 0.008002490114855876 17.645901345797775 18.197970648235085 17.813375975455045 0.3 False False 0.3 0.7 1.5 0.02 8 3 13.99574080016464 8.12538036915011 5.221089751939768 0.7403529096853738 1.5562613851124323 -2.3075500676382177 -2.9978344177324665 False 0.047369 Inputed -19.20090685625194 -19.150838296660815 """""" """""" """"""
-0.15021694110697634 0.32077608337056535 -6.270331550182032 18.49174974437309 3955.237606600719 127.99340764598244 36 21 21 29.97098380001262 32 True True 2021ikf 148.81754166666664 25.576430555555554 SNIa 0.04434 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 148.81754166666664 25.576430555555554 TNS 2021ikf ZTF21aasufxv 2021ikf SNIa 0.04434 0.5465134345634333 1.2444689849040564 0.701885022022033 0.8694672860479429 1.2444689849040564 1.67856109721793 12.2501553353692 12.2501553353692 17.720828464643418 17.720828464643418 59321.21620369982 59310.2648494998 18.19823404784899 18.685122754219364 18.19823404784899 1.0396943002915893 2.332627168650151 3.291352653453923 148.8173532137815 25.575532232559503 0.0002963393135927417 14.249235615516902 15.48331228521824 14.671812214400768 0.925 """""" """""" """""" """""" 0 False True all False False 0 2.332627168650151 3.291352653453923 148.8173532137815 25.575532232559503 0.0002963393135927417 14.249235615516902 15.48331228521824 14.671812214400768 0.925 False False 0.3 0.7 1.5 0.02 8 3 10.951354200020432 3.291352653453923 2.332627168650151 0.8115000708174716 1.4110067385344605 -3.201810469001124 -3.5264218334482234 False 0.04434 Inputed -18.292514870377744 -17.80562616400737 """""" """""" """"""
-0.03547635953722825 0.4768934186438649 -22.18254978792531 17.6461592282364 3805.7633552015072 241.76780438457507 18 6 6 11.940879600122571 58 True True 2018cup 188.84566708333 29.4922 SNII 0.01524 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 188.84566708333 29.4922 TNS 2018cup ZTF18abcyhju 2018cup SNII 0.01524 0.7084148662852954 1.0798275690156238 0.7958302221449927 0.8867902502501686 1.0798275690156238 1.2885430745366158 -1.3105588700969513 -1.3105588700969513 13.251438470219522 13.251438470219522 58294.23295139987 58294.23295139987 17.442274064216654 18.459857443031318 17.442274064216654 87.21407168257942 7.149348290354402 13.271962717825483 188.8498992564015 29.4920544561652 0.003127998534808274 14.118364362716079 14.746642237056493 14.365380770350098 1.0 """""" """""" """""" """""" 4 False True all False False 0 0.7 1.0113109131843743 188.845826402875 29.4919556949099 0.004789274714480429 21.061438618539572 20.5852817650342 20.474527463308572 0.27999999999999997 False False 0.3 0.7 1.5 0.02 8 3 0.0 13.271962717825483 7.149348290354402 0.3812614667063947 1.8563877683412702 -3.7132152059748247 -3.076893293866556 False 0.01524 Inputed -16.71375572678344 -15.696172347968774 """""" """""" """"""
-0.06659635153857771 0.30283647172102196 -5.999757072838758 18.531548902507012 4839.104393892822 203.9093445462634 38 6 6 4.101817199960351 38 True True 2020qqu 218.87849999999997 57.216638888888895 SNIa 0.0643 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 218.87849999999997 57.216638888888895 TNS 2020qqu ZTF18aatafnj 2020qqu SNIa 0.0643 0.1666171530706677 0.4990889276531014 0.24363976851046232 0.32462386919598174 0.4990889276531014 0.6913057154969273 16.03941388380819 16.03941388380819 -11.93759668384784 -11.93759668384784 59067.279351899866 59063.177534699906 18.33010559205893 18.494245825980094 18.33010559205893 0.9665718255854794 1.9874148794162723 0.9459528738306391 218.878021921646 57.216684007556 0.00048346141020461086 15.774192737829985 16.71349885920286 16.116641332999468 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.9874148794162723 0.9459528738306391 218.878021921646 57.216684007556 0.00048346141020461086 15.774192737829985 16.71349885920286 16.116641332999468 1.0 False False 0.3 0.7 1.5 0.02 8 3 4.101817199960351 0.9459528738306391 1.9874148794162723 0.5968575262033937 0.4759715163793464 -1.780746966777233 -2.2134642590594638 False 0.0643 Inputed -18.977829530135672 -18.81368929621451 """""" """""" """"""
-0.0721628590593434 0.17699270202776932 -2.4212613296691017 18.79873869593936 5128.445995415673 98.84949360545374 56 34 34 51.998217599932104 47 True True 2021pkd 218.34283333333332 19.128480555555555 SNIIb 0.03984 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 218.34283333333332 19.128480555555555 TNS 2021pkd ZTF21abfjlxb 2021pkd SNIIb 0.03984 0.0732479107550148 0.7909858826823672 0.2262156940086122 0.39590722153448965 0.7909858826823672 1.2709469151924147 33.63693892911601 33.63693892911601 18.361278670816088 18.361278670816088 59387.31009260006 59375.24826390017 18.387541991640205 18.387541991640205 18.40888923277567 4.456955390872326 5.728892113099457 7.216415377077325 218.344844114923 19.1278408966934 0.007576948379490522 16.246745476990938 16.940353512921334 16.438234370959997 0.95 """""" """""" """""" """""" 0 False True all False False 0 5.728892113099457 7.216415377077325 218.344844114923 19.1278408966934 0.007576948379490522 16.246745476990938 16.940353512921334 16.438234370959997 0.95 False False 0.3 0.7 1.5 0.02 8 3 12.06182869989425 7.216415377077325 5.728892113099457 0.5021191419613373 1.2596528673627065 -1.4471884787188714 -1.9706548618156745 False 0.03984 Inputed -17.847128357510773 -17.86847559864624 """""" """""" """"""
-0.17538586563097894 0.19941104734135728 -6.470296783962291 18.52225750307344 5925.907010815228 77.64903728950556 56 45 45 52.02074080007151 65 True False 2019loy 345.93136541666 37.427351166666 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 345.93136541666 37.427351166666 TNS 2019loy ZTF19abfvovo 2019loy SNIa 0.08 -0.044180912016848595 0.844940834574313 0.13643576131184076 0.3429817859520412 0.844940834574313 1.4874466772148338 13.697586343784963 13.697586343784963 38.323154456286545 38.323154456286545 60525.33909719996 60514.36458329996 17.948329941747676 17.948329941747676 18.062647571606888 1.6290419119162056 3.1633034370868636 2.050102695392942 345.93159857 37.4278897 0.0033455505331316804 17.039602857637405 17.635156203174592 17.186774078655244 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.1633034370868636 2.050102695392942 345.93159857 37.4278897 0.0033455505331316804 17.039602857637405 17.635156203174592 17.186774078655244 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.974513900000602 2.050102695392942 3.1633034370868636 0.4483821245193482 0.64808916885979 -0.3131737385730844 -0.8758734929516443 False 0.08 Inputed -19.72728645046449 -19.8416040803237 """""" """""" """"""
-0.10853146408191076 0.3839646357537232 -8.302118377173079 18.639589379305047 6130.8368124807985 194.01441826752733 15 8 8 24.98042819974944 63 True True 2019baj 111.50089583333 40.009771888888 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 111.50089583333 40.009771888888 TNS 2019baj ZTF19aaklbok 2019baj SNIa 0.08 -0.13784458953251288 0.1407195202543079 -0.07388917966602193 -0.006246251963172966 0.1407195202543079 0.3043308749932585 4.591585497311286 4.591585497311286 20.388842702438154 20.388842702438154 58538.29146989994 58534.217372700106 18.190453169635404 18.190453169635404 18.25983066900068 3.242359530717196 2.1806638224281305 16.07541810182182 111.5016837034285 40.00534746138545 0.002883553202559508 14.42716719088912 15.538664026401044 14.889963549034597 0.385 """""" """""" """""" """""" 3 True True all False False 0 1.1402309982393384 0.46667073777756607 111.500853718399 40.00989744207645 0.00037855393408570137 16.933113968275784 17.890043513157366 17.164224319272044 0.395 False False 0.3 0.7 1.5 0.02 8 3 4.074097199831158 16.07541810182182 2.1806638224281305 0.6487004773664466 7.371800245634437 -2.6517891432343603 -3.3698671199660843 False 0.08 Inputed -19.530103353070697 -19.599480852435974 """""" """""" """"""
-0.0481947035914915 0.3077024885574284 -12.353120613338247 18.725763711250195 4765.464088802283 140.3161049884242 18 11 11 35.96651619998738 65 True True 2020fqo 120.34615833333334 6.1407138888888895 SNII 0.03878 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 120.34615833333334 6.1407138888888895 TNS 2020fqo ZTF20aatvupb 2020fqo SNII 0.03878 0.28426608344694415 0.8286562824582795 0.40633196034644925 0.5374053870560687 0.8286562824582795 1.1625652819629018 29.074826549496706 29.074826549496706 6.891689650490674 6.891689650490674 58956.169664400164 58939.19714119984 18.553336663352844 18.71278680291462 18.553336663352844 2.0111385218242894 5.845259958270177 9.878418391282048 120.345419960366 6.14335786517074 0.0024361706602152866 14.427681224118471 15.225168657830952 14.66346373107791 0.99 """""" """""" """""" """""" 4 False True all False False 0 0.7 2.0405999277864835 120.346050384861 6.14015730963956 0.014046298540568047 21.53688235760689 21.14460925020933 21.595804814291 0.0875 False False 0.3 0.7 1.5 0.02 8 3 16.972523200325668 9.878418391282048 5.845259958270177 0.561704926753043 1.6899878639795223 -3.487618145083669 -3.889872932274935 False 0.03878 Inputed -17.643566030913405 -17.484115891351628 """""" """""" """"""
-0.14838461849859333 0.45181822301871466 -3.6647396276054653 16.065005438280593 5999.778062965478 259.16686575742204 60 10 10 13.002280099783093 84 True False 2020zad 271.4710416666666 34.020669444444444 SNIa 0.024187 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 271.4710416666666 34.020669444444444 TNS 2020zad ZTF20acpjapi 2020zad SNIa 0.024187 -0.14630452516632708 0.05483296252281633 -0.09913446865642328 -0.049930793070100066 0.05483296252281633 0.1685094741790607 12.645232948077274 12.645232948077274 0.35704715170581913 0.35704715170581913 59175.07291670004 59164.11710650008 15.715286454498317 15.715286454498317 15.938240269263504 1.6054902627846757 4.746437549858641 10.351184784984216 271.4702074 34.0178785 0.0022325811281520558 14.538877197146416 19.375104971432688 20.29948480272293 1.0 """""" """""" """""" """""" 3 False True all False False 0 1.0144847086126316 2.5396398736487846 271.47106095 34.01996417 0.005433043997443154 19.563256911587715 14.87631776137352 21.15835503833294 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.955810199957341 10.351184784984216 4.746437549858641 -0.924379831290242 2.180832398246238 3.6598185169343704 4.361244533459425 False 0.024187 Inputed -19.225711255822095 -19.44866507058728 """""" """""" """"""
-0.06403269162278749 0.19779262649539586 -18.58742683808002 19.38593869752244 5769.022650833804 291.25690853778826 93 37 37 71.90443280013278 43 True False 2020vws 40.41602916666666 19.426080555555558 SLSN-II 0.3836 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 40.41602916666666 19.426080555555558 TNS 2020vws ZTF20achupkw 2020vws SLSN-II 0.3836 -0.034564017422376025 0.16043972841726628 0.011557447473602878 0.059400700312178145 0.16043972841726628 0.2689371204404942 39.794990451151676 39.794990451151676 32.109442348981105 32.109442348981105 59150.38510419987 59117.310636600014 18.899149373237133 18.899149373237133 18.916203889595117 0.4291008061467418 0.5005594748536321 0.6370139492125212 40.41588828 19.42619742 0.0011200893888350105 20.134742806506157 21.533629750442504 20.577629028654098 0.25 """""" """""" """""" """""" 0 False True all False False 0 0.5005594748536321 0.6370139492125212 40.41588828 19.42619742 0.0011200893888350105 20.134742806506157 21.533629750442504 20.577629028654098 0.25 False False 0.3 0.7 1.5 0.02 8 3 33.0744675998576 0.6370139492125212 0.5005594748536321 0.9560007217884063 1.2726039186428137 2.634480377205371 1.6614251390589807 False 0.3836 Inputed -22.375814155611316 -22.3928686719693 """""" """""" """"""
-0.13158080964892116 0.3858864574935769 -2.3026507217791603 18.547960355283 6125.798810133667 139.91097507029608 20 14 14 37.96913189999759 113 True False 2020tns 263.1558958333334 5.829213888888889 SNIa 0.075 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 263.1558958333334 5.829213888888889 TNS 2020tns ZTF20abzfoyg 2020tns SNIa 0.075 -0.1681816351994172 0.2246068165030728 -0.08098794287459299 0.013265515291273289 0.2246068165030728 0.4693303225759706 10.98580654753449 10.98580654753449 26.9833253524631 26.9833253524631 59113.18032409996 59107.128576400224 18.174019020152155 18.174019020152155 18.45854418523254 1.1697607686743157 1.0100231077068476 3.2428183577310463 263.15575526 5.83010375 0.02179537065831605 20.977190607357024 21.289040124225618 21.003905689430237 0.8875 """""" """""" """""" """""" 0 False True all False False 0 1.0100231077068476 3.2428183577310463 263.15575526 5.83010375 0.02179537065831605 20.977190607357024 21.289040124225618 21.003905689430237 0.8875 False False 0.3 0.7 1.5 0.02 8 3 6.0517476997338235 3.2428183577310463 1.0100231077068476 0.28513443479538125 3.21063778936061 3.115021104073463 2.5453615041976967 False 0.075 Inputed -19.188857238120924 -19.47338240320131 """""" """""" """"""
-0.15280763222350324 0.39243603996706167 -6.2945335903319135 19.028963126555528 5623.135738374567 231.1194987262527 18 14 14 22.98736110003665 74 True True 2021btx 258.48112499999996 33.78021666666667 SNIa 0.110153 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 258.48112499999996 33.78021666666667 TNS 2021btx ZTF21aagtqgq 2021btx SNIa 0.110153 -0.04894449146406288 0.198688785904082 0.008774770932344467 0.06922413085724344 0.198688785904082 0.34022643927524854 6.745842809310976 6.745842809310976 16.241518290725676 16.241518290725676 59256.4302662001 59249.51119210012 18.741612221653757 18.764137347527548 18.741612221653757 0.6706953656045896 1.8308555354080298 1.2686027723207438 258.4811149722515 33.7805689577433 0.0006308706345583559 16.263818200865984 17.505891634396313 16.66747050621629 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.8308555354080298 1.2686027723207438 258.4811149722515 33.7805689577433 0.0006308706345583559 16.263818200865984 17.505891634396313 16.66747050621629 0.99 False False 0.3 0.7 1.5 0.02 8 3 6.919074099976569 1.2686027723207438 1.8308555354080298 0.8384211281800233 0.6929016231955294 -1.2582457131312346 -2.0741417154374666 False 0.110153 Inputed -19.756633045770965 -19.734107919897173 """""" """""" """"""
-0.1220022102588272 0.5490004505432556 -7.379283784274691 17.713157637270484 5086.729278834838 185.96660366355002 28 14 14 60.91417820006609 61 True True 2018jrj 167.76664375 64.247383805555 SNII 0.036 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 167.76664375 64.247383805555 TNS 2018jrj ZTF18acrxpzx 2018jrj SNII 0.036 0.10714294477603659 0.46079663278017335 0.1884034275170805 0.27430130193697266 0.46079663278017335 0.6682966937364228 14.512020921468022 14.512020921468022 46.40215727859807 46.40215727859807 58467.444583300035 58450.46840280015 17.57672571305618 17.57672571305618 17.760600074935525 5.020540889086328 3.7612288998007197 5.228724654110375 167.7649746778875 64.2461253895337 0.0036791810204918063 16.32190821704656 16.846122761192323 16.467494518992304 0.9949999999999999 """""" """""" """""" """""" 2 False True all False False 0 0.7 2.0010529838445006 167.766899144135 64.2479284650876 0.018927474686259882 21.96746096151948 21.527203609833716 22.102655832208395 0.0625 False False 0.3 0.7 1.5 0.02 8 3 16.97618049988523 5.228724654110375 3.7612288998007197 0.3786282422000191 1.3901639047778793 -0.7306029518638582 -1.293105555943221 False 0.036 Inputed -18.273307610603045 -18.45718197248239 """""" """""" """"""
-0.04850150156097182 0.5737315012838545 -19.88690373546971 18.910252433123638 6203.249507719462 105.86782129832534 47 27 27 62.98304399987683 43 True True 2020auv 248.5522173 37.097716475 SLSN-I 0.25 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 248.5522173 37.097716475 TNS 2020auv ZTF20aaifybu 2020auv SLSN-I 0.25 0.035201112946765534 0.6783183954435685 0.17357995755611455 0.326167172993312 0.6783183954435685 1.1013517613291839 30.56586405289234 30.56586405289234 32.41717994698449 32.41717994698449 58890.548194400035 58851.55061340006 18.62072147405312 18.62072147405312 18.691670756957443 1.0422872991108434 0.7745944752770829 7.96559153675272 248.5504655683055 37.09943221777495 0.15385381519186458 21.660304322337808 23.018684392950536 22.31882053520322 0.3333333333333333 """""" """""" """""" """""" 0 False True all False False 0 0.7745944752770829 7.96559153675272 248.5504655683055 37.09943221777495 0.15385381519186458 21.660304322337808 23.018684392950536 22.31882053520322 0.3333333333333333 False False 0.3 0.7 1.5 0.02 8 3 38.99758099997416 0.0 0.0 0.0 0.0 5.019278525946881 4.578329243042557 True 0.25 Inputed -21.63760194163278 -21.708551224537104 """""" """""" """"""
-0.0014925237137135743 0.3539521621954612 -14.433971895079594 18.247671959326386 5599.0907235420345 203.3943019444819 108 40 40 70.94848380004987 45 True True 2021zj 169.13629166666666 29.096149999999998 SNII 0.046 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 169.13629166666666 29.096149999999998 TNS 2021zj ZTF21aadkhte 2021zj SNII 0.046 0.01527331096148643 0.31491340769670373 0.08452687934619263 0.15745624071466935 0.31491340769670373 0.48883960171433216 684.4538399009111 684.4538399009111 -613.5053561008613 -613.5053561008613 59228.43594910018 59225.41212960007 17.91473359113723 17.91473359113723 18.10335728301008 6.090357656285055 2.1380631846971285 2.7864255033443577 169.137168362538 29.0962606251042 0.002857735337016276 17.52856039057672 17.962083598144652 17.717550107691288 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.1380631846971285 2.7864255033443577 169.137168362538 29.0962606251042 0.002857735337016276 17.52856039057672 17.962083598144652 17.717550107691288 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 3.0238195001147687 2.7864255033443577 2.1380631846971285 0.2445334904533638 1.3032475014245541 0.0473500070074202 -0.38580717531879216 False 0.046 Inputed -18.468062460059055 -18.656686151931904 """""" """""" """"""
-0.18809991777523655 0.18774967718798866 -5.945408008566323 18.88240892274632 5871.825681654564 79.13948281468619 57 42 42 46.92728010006249 60 True False 2020skn 268.8763333333333 30.222230555555555 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 268.8763333333333 30.222230555555555 TNS 2020skn ZTF20abxgxjd 2020skn SNIa 0.07 -0.04291592089965235 0.8257780726320689 0.13424913011130712 0.33634742921697125 0.8257780726320689 1.4495463482921522 11.938213856718745 11.938213856718745 34.98906624334374 34.98906624334374 59099.17621529987 59090.18491900014 18.31248632148643 18.31248632148643 18.414262979001048 0.9816143739449156 3.5915210477378143 7.086713654893096 268.87505397 30.22385938 0.0015074182341519027 14.891873285067081 15.900677306747436 15.169697636437416 0.9099999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.8709223399279749 5.908186397465067 268.87823247 30.22225332 0.013085848900259212 19.042829125475883 19.521896393442155 19.061738456475734 0.0 False False 0.3 0.7 1.5 0.02 8 3 8.991296299733222 7.086713654893096 3.5915210477378143 0.7309796703100204 1.9731789291216302 -2.411809014738992 -3.2445653425636323 False 0.07 Inputed -19.080902972589747 -19.182679630104367 """""" """""" """"""
-0.008559405139707344 0.2925354069574426 -18.9483225513382 18.948873217787852 3418.596425350325 215.19015762840976 20 20 20 57.98519669985399 33 True True 2020shu 125.86420416666664 66.29844444444444 SNII 0.04106 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 125.86420416666664 66.29844444444444 TNS 2020shu ZTF20abxyiqi 2020shu SNII 0.04106 0.934057451206062 1.398948184104313 1.042762730418712 1.1563525027640473 1.398948184104313 1.6634506948820835 156.5630037223685 156.5630037223685 -98.57780702251452 -98.57780702251452 59124.415705999825 59092.50893520005 18.843789553107744 19.280505239812577 18.843789553107744 0.8402540795565678 1.3387745297372882 0.3423798234634936 125.86443336586399 66.29846804096385 0.000724464375663536 17.397683657065627 18.154682431049345 17.68066683377981 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.3387745297372882 0.3423798234634936 125.86443336586399 66.29846804096385 0.000724464375663536 17.397683657065627 18.154682431049345 17.68066683377981 0.975 False False 0.3 0.7 1.5 0.02 8 3 31.906770799774677 0.3423798234634936 1.3387745297372882 0.4740155972695348 0.25574121396728383 -1.1258228087632318 -1.1631227193279337 False 0.04106 Inputed -17.47836569158308 -17.041650004878246 """""" """""" """"""
-0.23761575362026854 0.4245614213034578 -3.1711040601748626 18.766934239399696 6262.209873101319 243.8253286289391 10 10 10 17.995115800295025 107 True False 2016cya 267.34075458333 19.739722472222 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 267.34075458333 19.739722472222 TNS 2016cya ZTF18abckxfb 2016cya CV 0.0 -0.1976303744432215 0.00728920765586949 -0.1498081308391619 -0.09976448662115445 0.00728920765586949 0.12414800764165079 3.541154198911783 3.541154198911783 14.453961601383241 14.453961601383241 58293.34001159994 58290.233148099855 18.219276339348795 18.219276339348795 18.589837426882323 11.989940684425067 0.6831227934666126 5.498327685068753 267.34066604 19.74124751 0.05812665184686061 21.25579628739357 23.38975995736122 21.86342213306427 0.1625 """""" """""" """""" """""" 2 False True all False False 0 0.9615908268631619 4.420103823262102 267.33997553 19.73873768 0.1750431434271943 23.21720930931568 26.27770066394806 24.037805516576768 0.5 False False 0.3 0.7 1.5 0.02 8 3 3.106863500084728 5.498327685068753 0.6831227934666126 1.5263378242969523 8.048813094299833 5.170483618012426 3.2735847061819463 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.1502255793702681 0.39320120697466104 -10.483009913622297 17.94500188957003 3831.12552552693 131.01770199206928 35 14 14 43.938263799995184 36 True False 2021epv 152.3993958333333 -13.042063888888888 SNIa 0.031 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 152.3993958333333 -13.042063888888888 TNS 2021epv ZTF21aaoekcj 2021epv SNIa 0.031 0.6706748061580008 1.3920072091710303 0.8318642568182995 1.0052884353113711 1.3920072091710303 1.837748243109992 8.671093405972908 8.671093405972908 35.26717039402227 35.26717039402227 59291.2355324002 59278.294976899866 17.78641594713067 18.16304562790894 17.78641594713067 4.240830557276619 2.889815839648448 4.515878326502229 152.40026275 -13.0429914 0.0005807320680195627 14.475518861556052 15.506816343545914 14.753842737197877 0.95 """""" """""" """""" """""" 0 False True all False False 0 2.889815839648448 4.515878326502229 152.40026275 -13.0429914 0.0005807320680195627 14.475518861556052 15.506816343545914 14.753842737197877 0.95 False False 0.3 0.7 1.5 0.02 8 3 12.940555500332266 4.515878326502229 2.889815839648448 0.7529736063480374 1.562687235824548 -2.6562292843630253 -3.032573209932794 False 0.031 Inputed -17.920121003124947 -17.54349132234668 """""" """""" """"""
-0.06352252306807261 0.12581017157301855 -12.475765204340705 18.01624953844331 4508.764700783125 255.91114894021493 43 29 29 69.03714120015502 30 True True 2019wzx 37.782346249999 4.31131825 SNII 0.0275 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 37.782346249999 4.31131825 TNS 2019wzx ZTF19aczlldp 2019wzx SNII 0.0275 0.31105314724888444 0.5951087340313279 0.3779734505611039 0.44756781833597614 0.5951087340313279 0.7543673468047203 30.193876068371132 30.193876068371132 38.84326513178389 38.84326513178389 58846.128622699995 58836.092777799815 17.413818858987383 17.58675887622257 17.413818858987383 8.535807125109768 1.01670135215469 0.3339531148603307 37.782392217577794 4.311237601239499 0.0012264694462853498 18.80150685854435 18.87013878784895 18.880046294423344 0.96 """""" """""" """""" """""" 0 False True all False False 0 1.01670135215469 0.3339531148603307 37.782392217577794 4.311237601239499 0.0012264694462853498 18.80150685854435 18.87013878784895 18.880046294423344 0.96 False False 0.3 0.7 1.5 0.02 8 3 10.035844900179654 0.3339531148603307 1.01670135215469 -0.00990750657439321 0.32846726735691417 1.2833799116263798 1.466227435435961 False 0.0275 Inputed -18.03068672910702 -17.857746711871833 """""" """""" """"""
-0.1705649005569569 0.38388655148937495 -5.858198927857907 18.88827783644788 4924.959683665542 158.12682595778728 12 11 11 20.046655100304633 50 True True 2021uvj 38.925241666666665 1.223938888888889 SNIa 0.068 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 38.925241666666665 1.223938888888889 TNS 2021uvj ZTF21abovblm 2021uvj SNIa 0.068 0.15144119141604406 0.5885715452365865 0.25047701271097367 0.3561222396729029 0.5885715452365865 0.8516508608775553 7.801836844074202 7.801836844074202 12.244818256230431 12.244818256230431 59430.46768519981 59422.42081019981 18.752522887992292 18.752522887992292 18.80359940882425 0.5834036035443706 1.0486616358858973 0.5774235918271852 38.9253738284648 1.22402981703015 0.00020954763302627466 16.33286817958534 17.383097377556563 16.70715377076149 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.0486616358858973 0.5774235918271852 38.9253738284648 1.22402981703015 0.00020954763302627466 16.33286817958534 17.383097377556563 16.70715377076149 0.975 False False 0.3 0.7 1.5 0.02 8 3 8.046875 0.5774235918271852 1.0486616358858973 0.675943606795073 0.5506290800267375 -1.369425510435729 -2.096445638062761 False 0.068 Inputed -18.627644593144797 -18.678721113976756 """""" """""" """"""
-0.1721687036580828 0.27087421429261976 -11.310009467036169 18.217503037787736 5346.768882077178 129.07185903305177 25 14 14 48.85208329977468 42 True True 2018jsy 34.814832916666 16.761031 SNIa 0.057 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 34.814832916666 16.761031 TNS 2018jsy ZTF18acuixmb 2018jsy SNIa 0.057 0.1043360134479201 0.6387376935997366 0.2226425687399498 0.3507391701407556 0.6387376935997366 0.9736572303566611 11.312246587988007 11.312246587988007 37.53983671178667 37.53983671178667 58476.29774310021 58461.261655100156 17.90688505713936 18.11952339804527 17.90688505713936 3.7321640460655403 2.2616864196302946 2.833653454979228 34.81461806401845 16.76179076624375 0.001714885212876216 16.73784086255312 17.46290916405678 17.041409630823136 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.2616864196302946 2.833653454979228 34.81461806401845 16.76179076624375 0.001714885212876216 16.73784086255312 17.46290916405678 17.041409630823136 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.036088000051677 2.833653454979228 2.2616864196302946 0.42149953323364286 1.2528940486110491 -0.656614233988492 -0.8654754263162232 False 0.057 Inputed -19.135730360811298 -18.923092019905386 """""" """""" """"""
-0.14754493430465493 0.25293769103675323 -5.572490119530139 18.790646152297462 5902.5552337288 129.93894169120563 18 15 15 50.94325240002945 68 True False 2020cla 265.79824999999994 21.246080555555558 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 265.79824999999994 21.246080555555558 TNS 2020cla ZTF20aanafwi 2020cla SNIa 0.08 -0.09099369992371464 0.3667171225412318 0.009930470097714306 0.11949868081062931 0.3667171225412318 0.6552701620465022 11.754249463222392 11.754249463222392 39.18900293680706 39.18900293680706 58900.55024310015 58892.54006939987 18.282919449544615 18.282919449544615 18.381641189135593 0.9938983622131236 1.5620548739941853 2.3764252878913057 265.7976161 21.24578612 0.002603547793781247 18.096909881544114 18.89668949933052 18.35089166083336 0.33 """""" """""" """""" """""" 0 False True all False False 0 1.5620548739941853 2.3764252878913057 265.7976161 21.24578612 0.002603547793781247 18.096909881544114 18.89668949933052 18.35089166083336 0.33 False False 0.3 0.7 1.5 0.02 8 3 8.010173700284213 2.3764252878913057 1.5620548739941853 0.5457978384971618 1.5213455861603438 0.6137700497859058 -0.030749528302234097 False 0.08 Inputed -19.408292832935786 -19.507014572526764 """""" """""" """"""
-0.1414175510561293 0.2562371321034621 -12.338216561369585 18.40742635522319 5806.186142875686 121.74001270627855 40 29 29 61.95616899989545 61 True True 2021bto 243.3626666666666 23.337555555555554 SNIa 0.076 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 243.3626666666666 23.337555555555554 TNS 2021bto ZTF21aagtpyw 2021bto SNIa 0.076 0.007153685356733774 0.5408671426167864 0.12417319626975853 0.2516707116041452 0.5408671426167864 0.8807861691005883 12.270051799962031 12.270051799962031 49.68611719993342 49.68611719993342 59264.48664350016 59249.50696759997 17.946478519974242 17.946478519974242 18.043225196286397 1.5910074672525938 1.0862917005635833 2.659058217637485 243.36186276130599 23.337582509734148 0.008621416212172495 20.028779741945264 20.956044311013223 20.470402239837647 0.9444444444444444 """""" """""" """""" """""" 0 False True all False False 0 1.0862917005635833 2.659058217637485 243.36186276130599 23.337582509734148 0.008621416212172495 20.028779741945264 20.956044311013223 20.470402239837647 0.9444444444444444 False False 0.3 0.7 1.5 0.02 8 3 14.979675900191069 2.659058217637485 1.0862917005635833 0.485642071175576 2.447830740360005 3.0095657910389804 2.42717704355125 False 0.076 Inputed -19.6334180881463 -19.730164764458454 """""" """""" """"""
-0.13574960086674143 0.44068038144844596 -4.887566732932851 17.406946357511593 6369.561059751619 101.51295523320073 46 28 28 43.044884299859405 79 True True 2021gjm 115.58841666666666 12.165780555555555 SNIa 0.0451 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 115.58841666666666 12.165780555555555 TNS 2021gjm ZTF21aapxtqg 2021gjm SNIa 0.0451 -0.1767429988597904 0.39350135624923865 -0.05572685350017892 0.0789139999765105 0.39350135624923865 0.7766770566436598 17.13376153634196 17.13376153634196 25.911122763517444 25.911122763517444 59308.15622689994 59292.17127310019 17.008950788152333 17.008950788152333 17.231894597803286 2.756478300425853 2.24941572336955 7.289070721878187 115.5864883335255 12.165041471781251 0.009372468278726509 17.73320666426897 18.18901173986435 17.702949826884268 0.9500000000000001 """""" """""" """""" """""" 3 False True all False False 0 2.661347354982501 4.30075131494517 115.587232603717 12.1654848274693 0.01241714685618267 18.696395837677716 18.93815624912739 18.583904431426525 0.9444444444444444 False False 0.3 0.7 1.5 0.02 8 3 15.984953799750656 7.289070721878187 2.24941572336955 0.4860619129800803 3.240428457110365 1.180060951712015 0.4710552290809815 False 0.0451 Inputed -19.2961528117573 -19.519096621408252 """""" """""" """"""
-0.1535547972178502 0.234148433257377 -11.648537117180895 18.6174691636268 4508.529720393845 157.55294199325166 25 22 22 51.94534720014781 47 True True 2019lmq 29.741027916666 -2.976509305555 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 29.741027916666 -2.976509305555 TNS 2019lmq ZTF19abhdlxp 2019lmq SNIa 0.05 0.35396949352673346 0.8509269558395651 0.46683449520456577 0.5870308618832709 0.8509269558395651 1.148924531853197 12.813221210412479 12.813221210412479 39.13212598973533 39.13212598973533 58696.465104199946 58681.45795139996 18.218093160442933 18.400158501498986 18.218093160442933 2.778713010131814 2.732457918658914 0.6532921284058787 29.74115647540755 -2.976381053515455 0.0016362127477080879 16.59529014835179 17.261244329202178 16.83923501027465 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.732457918658914 0.6532921284058787 29.74115647540755 -2.976381053515455 0.0016362127477080879 16.59529014835179 17.261244329202178 16.83923501027465 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 15.007152799982578 0.6532921284058787 2.732457918658914 0.4220093189275289 0.23908588818323448 -1.1389141722968077 -1.3788581501682842 False 0.05 Inputed -18.536445470732342 -18.35438012967629 """""" """""" """"""
-0.11174882407404142 0.22051771763426264 -18.40700930271556 18.03018653532932 5467.002399844573 98.13340145182374 22 17 17 53.98922450002283 42 True True 2019ycb 184.70266666666666 5.737611111111111 SNIa 0.046 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 184.70266666666666 5.737611111111111 TNS 2019ycb ZTF20aabqamf 2019ycb SNIa 0.046 0.22301023867484204 1.021701343189413 0.3936562474733165 0.5826221582047992 1.021701343189413 1.5542898437391663 -4.878659024606057 -4.878659024606057 58.86788352462889 58.86788352462889 58850.48406249983 58850.48406249983 17.82528524796901 17.91632257265332 17.82528524796901 5.339584566323504 3.441049750031051 2.752482914710012 184.7031293631265 5.738221547307695 0.0023519386924826247 16.289795813136102 16.848952951580287 16.496595471936466 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.441049750031051 2.752482914710012 184.7031293631265 5.738221547307695 0.0023519386924826247 16.289795813136102 16.848952951580287 16.496595471936466 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 0.0 2.752482914710012 3.441049750031051 0.35235747964382114 0.7998962859183231 -1.0673696210730341 -1.3286897760325438 False 0.046 Inputed -18.746134495100126 -18.655097170415814 """""" """""" """"""
-0.1921513624482211 0.2376109126217473 -9.600469098275143 15.704625612174873 5244.628016578843 178.20147965818097 79 27 27 74.93500000005588 85 True False 2019bvt 277.20179208333 50.373169 SNIa 0.0169 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 277.20179208333 50.373169 TNS 2019bvt ZTF19aamhqej 2019bvt SNIa 0.0169 0.08328877163332926 0.44803213107092077 0.16675831809109987 0.2552242948768253 0.44803213107092077 0.663592900647231 12.887666455468729 12.887666455468729 62.04733354458715 62.04733354458715 58572.50520829996 58557.49618060002 15.191759019529629 15.191759019529629 15.310070954974153 25.31559248596087 7.603331395422171 4.220660050928977 277.20031203 50.37247368 0.0012646305315168194 13.483394488549232 14.381702549242974 13.803136096191407 0.9 """""" """""" """""" """""" 0 False True all False False 0 7.603331395422171 4.220660050928977 277.20031203 50.37247368 0.0012646305315168194 13.483394488549232 14.381702549242974 13.803136096191407 0.9 False False 0.3 0.7 1.5 0.02 8 3 15.009027699939907 4.220660050928977 7.603331395422171 0.5785664530515664 0.5551066804046132 -0.8100564702866553 -1.5069348587827456 False 0.0169 Inputed -19.071391636592203 -19.189703572036727 """""" """""" """"""
-0.0770433533216653 0.32053329285877785 -5.31074798090456 19.545837726529932 3854.813854674317 210.86726919730978 19 10 10 36.943055499810725 56 True True 2019btk 160.86076208333 0.9955008888888 SNII 0.074 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 160.86076208333 0.9955008888888 TNS 2019btk ZTF19aamgwse 2019btk SNII 0.074 0.5501791390720427 0.949508561842439 0.6432465444917206 0.7407104851215287 0.949508561842439 1.178017270762183 19.41621061100203 19.41621061100203 17.526844888808697 17.526844888808697 58556.27379629994 58546.3147454001 19.15916960787271 19.79083287896793 19.15916960787271 1.336259653368166 2.247328111838217 4.25699531706062 160.86168109591648 0.9947565947342505 0.006975396121044031 18.197568323510886 18.62408133927107 18.369216701874734 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.247328111838217 4.25699531706062 160.86168109591648 0.9947565947342505 0.006975396121044031 18.197568323510886 18.62408133927107 18.369216701874734 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 9.959050899837166 4.25699531706062 2.247328111838217 0.25486463739633436 1.894247348500697 -1.166751539696861 -0.7899529059979749 False 0.074 Inputed -18.458602665586657 -17.826939394491436 """""" """""" """"""
-0.0024215631207438405 0.38961945361318406 2.6274922341976463 16.393627937505862 4568.203928966774 267.9372180586562 90 28 28 71.91930559976026 119 True False 2019pjs 271.16808291666 21.634511 SNII 0.007415 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 271.16808291666 21.634511 TNS 2019pjs ZTF19abwztsb 2019pjs SNII 0.007415 0.19502860334903716 0.44662910626473007 0.25440242185910833 0.31608222403451336 0.44662910626473007 0.5872303029810944 404.82185229641226 404.82185229641226 -332.902546696652 -332.902546696652 58744.11797450017 58731.17003470007 16.3593988229123 16.423444811446377 16.3593988229123 2.2368956162679066 0.7 7.650368432225077 271.16803127 21.63663556 0.0710555633030312 20.695195338106156 22.280998206186293 21.155859372854234 0.5 """""" """""" """""" """""" 2 False True all False False 0 0.9285080812627904 3.6217122496242866 271.16850738 21.63543643 0.006310416970864985 19.169127839231493 20.818041065311434 19.59773708410263 0.0 False False 0.3 0.7 1.5 0.02 8 3 12.947939800098538 0.0 0.0 0.0 0.0 7.216555188553624 6.910601177087699 True 0.007415 Inputed -16.22785490763646 -16.163808919102383 """""" """""" """"""
-0.08147083897746554 0.40176800607323454 -20.580914279204926 18.893155105324002 6316.03059472363 239.4100295592885 21 17 17 61.96208340022713 48 True True 2018jfo 170.9109101 25.9977633 SLSN-I 0.163 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 170.9109101 25.9977633 TNS 2018jfo ZTF18achdidy 2018jfo SLSN-I 0.163 -0.1215464184858277 0.1026044038590328 -0.06923368599541746 -0.014492286559285361 0.1026044038590328 0.23041727837563997 -3.392382024125604 -3.392382024125604 65.35446542435274 65.35446542435274 58438.486863399856 58432.49105319986 18.574968841165774 18.574968841165774 18.706836672234747 1.2221600384560845 0.9332606260547882 0.2358048316338683 170.91086567 25.99771138 0.03043602771670273 23.287029129248857 23.641340512537955 22.604384296798706 0.7 """""" """""" """""" """""" 0 False True all False False 0 0.9332606260547882 0.2358048316338683 170.91086567 25.99771138 0.03043602771670273 23.287029129248857 23.641340512537955 22.604384296798706 0.7 False False 0.3 0.7 1.5 0.02 8 3 5.995810199994594 0.2358048316338683 0.9332606260547882 1.0369562157392487 0.25266771687421974 5.066371671372181 3.897547624563959 False 0.163 Inputed -20.664061383220233 -20.795929214289206 """""" """""" """"""
-0.014700341957434398 0.7150029849176247 -34.12827416306801 18.537583272556464 7203.9647634554185 244.7520218907584 42 29 29 69.8680903003551 42 True True 2018fsc 6.9608333333333 6.3060331111111 SNII 0.037 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 6.9608333333333 6.3060331111111 TNS 2018fsc ZTF18abtrknw 2018fsc SNII 0.037 -0.2130822960536065 -0.012041826295856595 -0.16616601992910418 -0.11707006702282285 -0.012041826295856595 0.10260908293154003 -11.307814437828593 -11.307814437828593 81.1759047381837 81.1759047381837 58367.39969909983 58367.39969909983 18.047282697700386 18.047282697700386 18.481728315659723 1.8161152564242935 2.1811179563623115 6.743459364567061 6.962430332813 6.307027687542725 0.010435668867244674 18.044829673533442 18.62769556177735 18.16441761328101 0.9650000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.1811179563623115 6.743459364567061 6.962430332813 6.307027687542725 0.010435668867244674 18.044829673533442 18.62769556177735 18.16441761328101 0.9650000000000001 False False 0.3 0.7 1.5 0.02 8 3 0.0 6.743459364567061 2.1811179563623115 0.46327794849634074 3.091744462923896 0.5804128640769655 -0.3173107023787125 False 0.037 Inputed -17.612204883591392 -18.04665050155073 """""" """""" """"""
-0.15333132838558305 0.21679409786150436 -6.8342611876076 18.863070634350606 5085.927010417763 129.01447655969406 26 13 13 46.77193279983476 71 True True 2018jet 122.59988249999 52.219919833333 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 122.59988249999 52.219919833333 TNS 2018jet ZTF18acqxwgl 2018jet SNIa 0.06 0.12704348686889233 0.6700332937165712 0.24730102167202617 0.37747342079212487 0.6700332937165712 1.0101338461532379 15.175876544243293 15.175876544243293 31.596056255591463 31.596056255591463 58455.48561340012 58443.4460880002 18.454962352150904 18.69518562124898 18.454962352150904 1.7974962011123747 0.6764913837822077 0.5925763694592545 122.600104649367 52.2198272453837 0.0020084101516258945 20.32749030974388 20.74634301788807 20.59080897356987 0.7055555555555556 """""" """""" """""" """""" 0 False True all False False 0 0.6764913837822077 0.5925763694592545 122.600104649367 52.2198272453837 0.0020084101516258945 20.32749030974388 20.74634301788807 20.59080897356987 0.7055555555555556 False False 0.3 0.7 1.5 0.02 8 3 12.039525399915874 0.5925763694592545 0.6764913837822077 0.15553404431819828 0.8759555312385632 2.0511573966390877 2.135846621418967 False 0.06 Inputed -18.700538629046896 -18.46031535994882 """""" """""" """"""
-0.10498151614875886 0.3002322785072724 -10.662024206352418 18.75266996659887 3406.000640637801 240.30771395585566 20 14 14 53.06358790025115 83 True False 2019iga 303.87133958333 -9.052986527777 SNIb 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 303.87133958333 -9.052986527777 TNS 2019iga ZTF19abcyqqg 2019iga SNIb 0.04 0.8442742332484379 1.2414194908842902 0.9377644830082943 1.0350315321948074 1.2414194908842902 1.464536945734423 19.826460452503902 19.826460452503902 33.23712744774725 33.23712744774725 58666.3411921002 58647.31376159983 18.370936354140294 19.328247928813955 18.370936354140294 1.0381172386194704 2.3558742072538514 2.4427346006314994 303.87090628 -9.05351313 0.0031485386643794744 17.55340814077854 18.110485580253602 17.74604910340309 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.3558742072538514 2.4427346006314994 303.87090628 -9.05351313 0.0031485386643794744 17.55340814077854 18.110485580253602 17.74604910340309 1.0 False False 0.3 0.7 1.5 0.02 8 3 19.02743050036952 2.4427346006314994 2.3558742072538514 0.3644364768505106 1.036869707690759 -1.2177623485603526 -0.6248872507372027 False 0.04 Inputed -17.893868533341124 -16.936556958667463 """""" """""" """"""
-0.06313101233217228 0.3073211077095943 -31.909579295127777 16.717274500857062 5502.879963362944 242.797884661652 40 24 24 72.91858799988404 64 True True 2018fpx 45.917112499999 45.643701694444 SNII 0.025 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 45.917112499999 45.643701694444 TNS 2018fpx ZTF18absclsr 2018fpx SNII 0.025 0.1265330347434599 0.39393118021907014 0.189212573414288 0.2546135807725385 0.39393118021907014 0.5452186515885558 -10.231191694712244 -10.231191694712244 83.14977969459628 83.14977969459628 58364.411851900164 58361.422569400165 16.558552989509074 16.558552989509074 17.20374547051874 6.481465437872765 2.1823396978862277 8.792518406633901 45.9198926828372 45.642222784299804 0.007804847655771274 17.132585194706916 17.473583754644395 17.092872274312974 0.975 """""" """""" """""" """""" 3 False True all False False 0 0.7 2.543675396976765 45.9180115013057 45.6440245413432 0.04430143040187351 22.648356516094207 22.36155607410431 22.092372744750975 0.11666666666666665 False False 0.3 0.7 1.5 0.02 8 3 2.989282499998808 8.792518406633901 2.1823396978862277 0.38071148033142066 4.028941239143551 0.9150307651353202 -0.11087319620576608 False 0.025 Inputed -18.032439300389 -18.677631781398667 """""" """""" """"""
-0.0071042364764545216 0.035702148273778336 6.805511399239535 17.538028346945353 3198.6711114211284 259.92579585937375 162 59 59 74.92152779968455 138 True True 2020cxd 261.62191708333 71.09405 SNII 0.003883 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 261.62191708333 71.09405 TNS 2020cxd ZTF20aapchqy 2020cxd SNII 0.003883 0.8272755101503364 1.1895529464342545 0.9129429112091643 1.0018102056724807 1.1895529464342545 1.391358510643471 550.6906904498554 550.6906904498554 -475.76916265017087 -475.76916265017087 58973.32327549998 58898.53064810019 17.14746238214645 17.47872966405902 17.14746238214645 6.2660109389514815 11.694592277028185 12.911631035773826 261.63041656415146 71.09634782677405 0.003933957530923182 13.593061610318422 17.159970327341558 14.237478511481285 0.9555555555555555 """""" """""" """""" """""" 7 True True all False False 0 1.4381257713241666 4.070211453727513 261.624884722691 71.0946447402072 0.005498404451417582 18.45415536952734 18.501580437111855 18.52990986653805 0.5874999999999999 False False 0.3 0.7 1.5 0.02 8 3 74.7926273997873 12.911631035773826 11.694592277028185 2.9224918158602726 1.1040685070428906 -0.3187593367174628 -2.9099838706651653 False 0.003883 Inputed -14.033055590836337 -13.701788308923767 """""" """""" """"""
-0.20397411511766525 0.18252702337380242 -8.553185223137962 18.58044751313888 6087.0863757633915 84.91604703029378 33 20 20 47.96145830024034 78 True True 2019iei 209.03002083333 37.564348888888 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 209.03002083333 37.564348888888 TNS 2019iei ZTF19abakjao 2019iei SNIa 0.06 -0.056466023845807456 0.7300134019618696 0.10607577897665976 0.2899576476352763 0.7300134019618696 1.282594541327498 12.782803160784358 12.782803160784358 35.178655139455984 35.178655139455984 58670.19472219981 58657.19732639985 17.96454010949918 17.96454010949918 18.11462141462481 2.09148020130364 1.6592851268943547 1.0239166398400399 209.02994545523552 37.56407081442505 0.005653404236185433 19.44159303459078 19.738188406732082 19.669695075413586 0.9700000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.6592851268943547 1.0239166398400399 209.02994545523552 37.56407081442505 0.005653404236185433 19.44159303459078 19.738188406732082 19.669695075413586 0.9700000000000001 False False 0.3 0.7 1.5 0.02 8 3 12.997395799960941 1.0239166398400399 1.6592851268943547 0.06849333131849633 0.6170829975174194 1.7736482972329028 1.555073660788775 False 0.06 Inputed -19.04087956657299 -19.19096087169862 """""" """""" """"""
-0.03487916459743525 0.4357561733853486 -30.016326628676456 17.488788681606707 5054.311747506668 274.6743101597272 68 53 53 67.77130789961666 35 True False 2019wmf 157.47451416666 70.785996083333 SNIIn 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 157.47451416666 70.785996083333 TNS 2019wmf ZTF19acyjysk 2019wmf SNIIn 0.06 0.22332364183274933 0.47277349631893983 0.28228818668813105 0.3434757728543225 0.47277349631893983 0.611744685199735 51.66644224436119 51.66644224436119 16.10486565525547 16.10486565525547 58888.42567129992 58830.55862270016 17.376018582437002 17.424348780379194 17.376018582437002 1.2349430833507715 3.4619095125959625 3.856869625201835 157.47776329 70.78606275 0.003679986596170637 16.703530116450786 17.25206582684517 16.916133302092554 1.0 """""" """""" """""" """""" 1 False True all False False 0 1.3610704522153034 0.43894380361306756 157.47436477 70.78610766 0.010218057852319218 20.83093117274046 22.76568447971344 22.366800562548637 1.0 False False 0.3 0.7 1.5 0.02 8 3 57.867048599757254 3.856869625201835 3.4619095125959625 0.33593252475261437 1.1140873587737727 -0.172282953534026 -0.459885280344448 False 0.06 Inputed -19.7794823987608 -19.731152200818606 """""" """""" """"""
-0.11872377606607991 0.45077782427558405 -6.354842883481568 18.38301952736494 3756.0575088483156 170.84903714171463 38 21 21 35.93297450011596 80 True True 2021rfv 348.9963791666666 27.454166666666666 SNIb 0.024 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 348.9963791666666 27.454166666666666 TNS 2021rfv ZTF21abieuta 2021rfv SNIb 0.024 0.62433570238613 1.1468407249918044 0.744178635365703 0.8709846963660937 1.1468407249918044 1.4548120379190728 14.379542600999866 14.379542600999866 21.553431899116095 21.553431899116095 59406.45858799992 59392.43541669985 18.121869893540907 18.75211105845342 18.121869893540907 0.988602626024926 6.955433354156842 7.0768392294605595 348.99855539091345 27.45379921617335 0.0018947204578495525 14.04506154731989 14.752141827116013 14.288088878679275 1.0 """""" """""" """""" """""" 1 True True all False False 0 0.7 3.3040462481371335 348.99556391631654 27.454731451155652 0.14487225118912472 23.722124308490752 21.914129189224244 18.66582287848711 0.2625 False False 0.3 0.7 1.5 0.02 8 3 14.023171300068498 7.0768392294605595 6.955433354156842 0.4640529484367377 1.017454825475563 -3.9999692313374062 -3.833781014861632 False 0.024 Inputed -17.025125744374154 -16.394884579461642 """""" """""" """"""
-0.15776298562388708 0.08155235715998711 -9.935261316306509 19.730054663858052 4856.533145230849 186.28300755869722 51 26 26 60.93902779975906 65 True True 2019nap 231.70653 35.953153805555 SNII 0.564 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 231.70653 35.953153805555 TNS 2019nap ZTF19abormur 2019nap SNII 0.564 0.1980526319905671 0.5730778167982606 0.28434584979232724 0.37547729385134687 0.5730778167982606 0.7926055058873231 17.050765492453273 17.050765492453273 43.88826230730579 43.88826230730579 58711.27690970013 58700.17870370019 18.938929272971105 19.161300564114054 18.938929272971105 1.650188399351085 2.4509991191221427 4.181487279066394 231.70526766319603 35.9537060297798 0.006220828985571192 17.941161717728377 18.430016644831895 18.110077041015625 0.99 """""" """""" """""" """""" 0 False True all False False 0 2.4509991191221427 4.181487279066394 231.70526766319603 35.9537060297798 0.006220828985571192 17.941161717728377 18.430016644831895 18.110077041015625 0.99 False False 0.3 0.7 1.5 0.02 8 3 11.098205999936908 4.181487279066394 2.4509991191221427 0.3199396038162696 1.7060337747343002 -0.7312839192821592 -0.8288522319554801 False 0.564 Inputed -23.216251883799444 -22.993880592656495 """""" """""" """"""
-0.15364365423127424 0.2821390707546176 -7.8956396085101135 18.189879578795882 5163.563694920331 127.93760707354545 41 18 18 48.99917820002884 49 True True 2021mc 240.43946666666665 18.019269444444443 SNIa 0.0459 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 240.43946666666665 18.019269444444443 TNS 2021mc ZTF21aaaytny 2021mc SNIa 0.0459 0.11752766088211786 0.662321145832184 0.2380381501168216 0.36858686935389784 0.662321145832184 1.004256235075065 11.313608654446988 11.313608654446988 37.68556954558185 37.68556954558185 59226.49915509997 59215.52555559995 17.75577707649682 17.88400195539506 17.75577707649682 2.836375211233636 1.3875861374677554 0.521160422522246 240.4395546191 18.01938760540585 0.0002346969104202179 15.795472786829471 16.905292237157823 16.159401903319356 0.97 """""" """""" """""" """""" 0 False True all False False 0 1.3875861374677554 0.521160422522246 240.4395546191 18.01938760540585 0.0002346969104202179 15.795472786829471 16.905292237157823 16.159401903319356 0.97 False False 0.3 0.7 1.5 0.02 8 3 10.973599500022829 0.521160422522246 1.3875861374677554 0.7458903338384673 0.3755877984435087 -0.9787097182372371 -1.5963751731774636 False 0.0459 Inputed -18.81086522236221 -18.68264034346397 """""" """""" """"""
-0.14503776836484722 0.36312998468029917 -3.3029076373980883 19.04850615612876 5851.885228651454 187.4722087795975 31 17 17 32.93737269984558 39 True False 2021lny 205.2664625 -25.60259166666667 SNIa 0.0954 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 205.2664625 -25.60259166666667 TNS 2021lny ZTF21aazqtor 2021lny SNIa 0.0954 -0.11173596063072821 0.1843699361917217 -0.043916881006673236 0.027925055455337855 0.1843699361917217 0.3590383404997546 11.640608282249715 11.640608282249715 21.296764417595867 21.296764417595867 59349.209618099965 59341.250451399945 18.672330427727083 18.672330427727083 18.782950104380834 0.4943450472474392 0.8631890683165978 2.2599312825346134 205.26578552 -25.60244552 0.0012644372293640904 17.993722044968607 18.60188853354454 18.076540321493148 0.15 """""" """""" """""" """""" 1 False True all False False 0 1.1390152809933345 0.88356396412035 205.26652274 -25.60235232 0.0023385770056594257 19.203204595708847 19.77595657055378 19.625716926670073 0.825 False False 0.3 0.7 1.5 0.02 8 3 7.9591667000204325 2.2599312825346134 0.8631890683165978 0.5253482120513908 2.618118515960773 -0.07044189418254376 -0.7064097828876861 False 0.0954 Inputed -19.396446178611036 -19.507065855264788 """""" """""" """"""
-0.12793931602607808 0.09286609527613165 -12.491566875814833 18.139555977678917 5591.805439293725 246.10981765708226 55 21 21 38.06371530005708 45 True True 2020mws 220.18474999999998 3.8411 SNII 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 220.18474999999998 3.8411 TNS 2020mws ZTF20abfehpe 2020mws SNII 0.06 -0.010409852721519286 0.22801206803396568 0.04543011664605601 0.10372784794069645 0.22801206803396568 0.36309528570252425 29.097109670154193 29.097109670154193 8.96660562990289 8.96660562990289 59035.20591440005 59012.19320600014 17.478261766466353 17.478261766466353 17.497728691946683 2.3435285727171733 1.5675884114983998 0.8890166430176827 220.18451768844199 3.84101480981879 0.0031073491832819267 18.819799503432513 19.318018109728097 19.013364982318876 0.9899999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.5675884114983998 0.8890166430176827 220.18451768844199 3.84101480981879 0.0031073491832819267 18.819799503432513 19.318018109728097 19.013364982318876 0.9899999999999999 False False 0.3 0.7 1.5 0.02 8 3 23.01270839991048 0.8890166430176827 1.5675884114983998 0.304653127409221 0.5671237657134149 1.8397563432617439 1.5156362903721927 False 0.06 Inputed -19.657772289251117 -19.677239214731447 """""" """""" """"""
-0.1006173921753071 0.32068368002478764 -6.192663908427285 18.962016535639115 5844.418992347275 191.84035664991305 24 10 10 13.005300899967551 36 True False 2021nx 39.30512916666667 -27.51596388888889 SNII 0.058 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 39.30512916666667 -27.51596388888889 TNS 2021nx ZTF21aabavaz 2021nx SNII 0.058 -0.09188237789025777 0.20163827938667112 -0.024494850309057625 0.04677931021642223 0.20163827938667112 0.37404828281697533 14.132264445756878 14.132264445756878 -1.1269635457893266 -1.1269635457893266 59229.169131900184 59220.147419000044 18.60348357398043 18.60348357398043 18.628296185532964 1.6644126810256799 3.511086700081998 2.3225365336041124 39.3057329 -27.515604 0.002480059619957453 16.365312710154058 17.133059452843668 16.646034482830764 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.511086700081998 2.3225365336041124 39.3057329 -27.515604 0.002480059619957453 16.365312710154058 17.133059452843668 16.646034482830764 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.021712900139391 2.3225365336041124 3.511086700081998 0.4870249700129037 0.6614865231182904 -1.4704241211367624 -1.9822617027021998 False 0.058 Inputed -18.452587373434707 -18.47739998498724 """""" """""" """"""
-0.17098670489440482 0.28029337192945514 -3.9664083599488635 18.86234172394727 4436.269949805934 230.72610291271204 22 18 18 41.93467599991709 48 True True 2020mzc 339.64253333333323 1.3564916666666667 SNIa 0.066 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 339.64253333333323 1.3564916666666667 TNS 2020mzc ZTF20abgdspk 2020mzc SNIa 0.066 0.28547932010064514 0.5984680823240254 0.35872191880805815 0.4352263949016617 0.5984680823240254 0.7761458420836682 11.483921685247404 11.483921685247404 30.450754314669684 30.450754314669684 59026.47537040012 59018.46373840002 18.49205728016868 18.73076534437908 18.49205728016868 0.799911815103307 1.3070671390380109 0.5716232272959977 339.6426921178945 1.3564879217878851 0.001231215433732613 18.118911859292986 19.197537014021876 18.500778677937983 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.3070671390380109 0.5716232272959977 339.6426921178945 1.3564879217878851 0.001231215433732613 18.118911859292986 19.197537014021876 18.500778677937983 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.011632000096142 0.5716232272959977 1.3070671390380109 0.6967583360838923 0.43733272012079427 0.46677166964279593 0.008721397769303252 False 0.066 Inputed -18.87338059645991 -18.63467253224951 """""" """""" """"""
-0.24005283322359752 0.753525921513054 -3.1334185896091515 14.098105446178192 8057.075160056116 267.29189004083463 93 39 39 17.000127300154418 101 True False 2020alt 77.302914166666 49.150219666666 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 77.302914166666 49.150219666666 TNS 2020alt ZTF20aagqcbq 2020alt CV 0.0 -0.44817602216680896 -0.30908632171793826 -0.41566622858319313 -0.38168345514477764 -0.30908632171793826 -0.22995363650138145 -1.9545453547886629 -1.9545453547886629 18.95467265494308 18.95467265494308 58867.166539399885 58867.166539399885 13.365176859811672 13.365176859811672 14.221093334932075 48.05047822783195 0.7156836474659939 0.04104073931171489 77.30290556 49.15022958 0.0024973310349321043 20.696180770874022 20.026610692977904 19.756081806373597 0.0 """""" """""" """""" """""" 0 False True all False False 0 0.7156836474659939 0.04104073931171489 77.30290556 49.15022958 0.0024973310349321043 20.696180770874022 20.026610692977904 19.756081806373597 0.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.04104073931171489 0.7156836474659939 0.27052888660430696 0.057344805148234104 6.661433833166232 5.5349884714415225 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.2282891172007226 0.19835363398872724 -6.099672574994814 17.98520446074067 5070.138610911161 107.30654076723569 27 23 23 59.88222219981253 39 True True 2019bxh 222.97120791666 55.407619 SNIa 0.0382 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 222.97120791666 55.407619 TNS 2019bxh ZTF19aamhhgu 2019bxh SNIa 0.0382 0.13748149166948664 0.8167135601422935 0.28430469817867277 0.44571276067968313 0.8167135601422935 1.2604033343768961 11.959682058634215 11.959682058634215 47.92254014117832 47.92254014117832 58567.399791699834 58556.426643500105 17.456570775075825 17.456570775075825 17.53791491846826 6.486519781297038 3.6065440464487892 0.8562241537251467 222.971585337895 55.4075157817771 0.0015921218652279467 15.829038624062239 16.848812265886664 16.132367786199154 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.6065440464487892 0.8562241537251467 222.971585337895 55.4075157817771 0.0015921218652279467 15.829038624062239 16.848812265886664 16.132367786199154 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 10.973148199729621 0.8562241537251467 3.6065440464487892 0.7164444796875102 0.2374084837722235 -0.6077585091891606 -1.4055471322691062 False 0.0382 Inputed -18.625960024904803 -18.707304168297238 """""" """""" """"""
-0.08211444957188498 0.40477304507926914 -10.540195590264382 18.686757964881895 6086.100372092645 245.5362354085561 32 23 23 71.81156249996275 62 True True 2020ank 124.06104305 4.32413658 SLSN-I 0.2485 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 124.06104305 4.32413658 TNS 2020ank ZTF20aahbfmf 2020ank SLSN-I 0.2485 -0.128810817653914 0.08785786023396724 -0.07816355791574381 -0.02522017313811631 0.08785786023396724 0.2110446644923094 27.296365255383506 27.296365255383506 44.51519724457924 44.51519724457924 58894.207893500105 58867.385578699876 18.343892402275753 18.343892402275753 18.46203210626329 0.2246540147763132 0.7 4.575585228071493 124.05976904 4.32409713 0.26582770520946175 23.859985512930155 23.53742840307951 24.479004432070255 0.15 """""" """""" """""" """""" 1 False True all False False 0 0.7 4.446548603531683 124.06216352 4.32466316 0.5240987791113365 25.08244522560835 23.64 25.900884577965737 0.7 False False 0.3 0.7 1.5 0.02 8 3 26.822314800228924 0.0 0.0 0.0 0.0 5.296107597724248 4.807967893736709 True 0.2485 Inputed -21.853720763869717 -21.971860467857255 """""" """""" """"""
-0.09832985280226032 0.30502078608391525 -3.228661111353293 18.764202657579272 5736.308189654164 189.5059017147988 33 14 14 13.039965300355107 40 True False 2021lbm 125.67566666666666 71.85149166666666 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 125.67566666666666 71.85149166666666 TNS 2021lbm ZTF21aaynlsf 2021lbm SNIa 0.1 -0.08756663235625695 0.21106646473354473 -0.019071184913315165 0.05342002449292593 0.21106646473354473 0.38678203083612317 19.832082397310543 19.832082397310543 -6.792117096955435 -6.792117096955435 59346.1832059999 59335.19789349986 18.51309568528402 18.51309568528402 18.54912250797732 0.6740482278825303 1.9898813540627218 0.6689851285678429 125.67624395 71.85153857 0.003972473146935052 18.580875585734844 19.006210715448855 18.923951193642615 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.9898813540627218 0.6689851285678429 125.67624395 71.85153857 0.003972473146935052 18.580875585734844 19.006210715448855 18.923951193642615 0.99 False False 0.3 0.7 1.5 0.02 8 3 10.985312500037253 0.6689851285678429 1.9898813540627218 0.08225952180623963 0.33619347565722063 0.4931150301648337 0.37482868566529604 False 0.1 Inputed -19.734619590493608 -19.770646413186906 """""" """""" """"""
-0.14253115723400667 0.310283059643386 -9.865692554355233 18.93842381452202 5494.389000134848 153.0803545080599 36 28 28 35.941817100159824 47 True False 2019geq 227.52513499999 -12.9431335 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 227.52513499999 -12.9431335 TNS 2019geq ZTF19aavxpbx 2019geq SNIa 0.07 0.032343888140907495 0.449642394945279 0.1263732410823799 0.22703629129381397 0.449642394945279 0.7031112505141337 7.365618290005838 7.365618290005838 28.576198810153986 28.576198810153986 58643.25197920017 58634.23129629996 18.574110412800813 18.57511034282834 18.574110412800813 0.9887892395735234 1.502486125434353 0.44576265344047056 227.52513035 -12.94300976 0.0025363825248249094 18.737005449843405 19.27451558456421 18.856357622909545 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.502486125434353 0.44576265344047056 227.52513035 -12.94300976 0.0025363825248249094 18.737005449843405 19.27451558456421 18.856357622909545 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 9.020682900212705 0.44576265344047056 1.502486125434353 0.41815796165466423 0.29668337423855096 0.6994052417358709 0.2822472101087321 False 0.07 Inputed -18.921055538789982 -18.920055608762457 """""" """""" """"""
-0.004733743147735178 0.3511334176755547 -3.6824171698339363 17.2715183999002 5414.637396503302 122.26572764351931 64 37 37 73.86310179997236 53 True True 2019ikb 258.32379208333 43.784310999999 SNII 0.025925 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 258.32379208333 43.784310999999 TNS 2019ikb ZTF19abbwfgp 2019ikb SNII 0.025925 0.005228909256992154 0.5354831961715156 0.12154960767698952 0.24824427987479325 0.5354831961715156 0.8728979470740406 226.4063549633105 226.4063549633105 -152.54325316333814 -152.54325316333814 58672.31854170002 58663.320983800106 17.099490824959705 17.099490824959705 17.230327543757923 5.5826364384091045 7.637444106395118 7.659944937610849 258.325320649475 43.7824917918935 0.001214876207481952 13.221204193508626 14.462906580189465 13.602690271196366 1.0 """""" """""" """""" """""" 2 False True all False False 0 0.7 5.13839844507644 258.32558718972 43.7849091143282 0.05587998782738379 21.365176785092356 21.09940987626314 21.17635602417946 0.037500000000000006 False False 0.3 0.7 1.5 0.02 8 3 8.997557899914682 7.659944937610849 7.637444106395118 0.860216308993099 1.0029461205741448 -2.6365842447702406 -3.6276372725615573 False 0.025925 Inputed -18.085254217391867 -18.216090936190085 """""" """""" """"""
-0.1565501471948648 0.28073560676124193 -7.5063222702968515 16.144096029890814 6046.645175248303 132.32118675248455 48 27 27 72.07638889970258 62 True True 2020cvo 108.91970833333332 30.769419444444445 SNIa 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 108.91970833333332 30.769419444444445 TNS 2020cvo ZTF20aaomtwl 2020cvo SNIa 0.03 -0.10384272844021147 0.33948806083158445 -0.005904854613319799 0.10029282335690226 0.33948806083158445 0.6180590254417702 17.641935955905485 17.641935955905485 54.4344529437971 54.4344529437971 58915.17215280002 58898.13849540008 15.624357554663478 15.624357554663478 15.829865880970532 4.671984160233139 1.2379305789081545 1.1815894952164943 108.9193264554825 30.769427433372897 0.0066227803203458 20.271198662588596 20.80942396386385 20.434756249320507 0.9785714285714285 """""" """""" """""" """""" 0 False True all False False 0 1.2379305789081545 1.1815894952164943 108.9193264554825 30.769427433372897 0.0066227803203458 20.271198662588596 20.80942396386385 20.434756249320507 0.9785714285714285 False False 0.3 0.7 1.5 0.02 8 3 17.03365739993751 1.1815894952164943 1.2379305789081545 0.37466771454334236 0.9544876872325485 5.185066409200372 4.604890368349976 False 0.03 Inputed -19.804931572654798 -20.010439898961852 """""" """""" """"""
-0.13008374564376068 0.2104626289806572 -36.25111987636927 17.17905378272378 3865.3490056190494 685.523564271082 35 32 32 72.87045140005648 55 True True 2020abcp 198.97858333333332 8.027600000000001 SNIa 0.0239669997 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 198.97858333333332 8.027600000000001 TNS 2020abcp ZTF20acrcewc 2020abcp SNIa 0.0239669997 0.5986373466989967 0.7165997423915691 0.6275030999643114 0.6567822218303583 0.7165997423915691 0.7781289528813424 -24.270782375768825 -24.270782375768825 97.1412337758253 97.1412337758253 59184.51188659994 59184.51188659994 16.931297214197002 17.816160613368094 16.931297214197002 10.480958204653374 1.8926322909543278 2.1734703512720137 198.978243415564 8.027098788221705 0.0009642224794081944 16.50915548024416 16.862696280071734 16.599672902514932 0.985 """""" """""" """""" """""" 0 False True all False False 0 1.8926322909543278 2.1734703512720137 198.978243415564 8.027098788221705 0.0009642224794081944 16.50915548024416 16.862696280071734 16.599672902514932 0.985 False False 0.3 0.7 1.5 0.02 8 3 0.0 2.1734703512720137 1.8926322909543278 0.2630233775568023 1.1483849037448675 -0.9534643332963597 -0.33162431168207007 False 0.0239669997 Inputed -18.212692549507043 -17.32782915033595 """""" """""" """"""
-0.1372185313437601 0.37581878689408577 -4.59695108390158 18.596669607185078 5793.639652532046 106.14247251099697 79 34 34 42.81731479987502 55 True False 2020vnq 26.946487499999996 42.00450555555555 SNIa 0.075 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 26.946487499999996 42.00450555555555 TNS 2020vnq ZTF20achmgee 2020vnq SNIa 0.075 -0.06679051415141402 0.5264317964647844 0.06050562081723143 0.20112854006522696 0.5264317964647844 0.9181009845047114 13.603492788851975 13.603492788851975 29.213822011023048 29.213822011023048 59140.40706019988 59129.338657400105 18.22595440014618 18.22595440014618 18.33271621873019 1.3321838101080232 3.843380012201596 8.476983251832317 26.94884979 42.00607506 0.0037202541808485368 15.751123657524586 16.495988354444503 16.010881610369683 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.8324356103740854 8.463478036762035 26.94458101 42.00638174 0.007353599252277854 17.394228286027907 17.81128026649952 17.496622053813933 0.0 False False 0.3 0.7 1.5 0.02 8 3 11.068402799777687 8.476983251832317 3.843380012201596 0.4851067440748196 2.205606321758556 -1.7299660457016763 -2.3218346083605077 False 0.075 Inputed -19.314685204623274 -19.421447023207286 """""" """""" """"""
-0.053851453277305415 0.25811349936338657 -11.09734304790068 18.820325269031432 4240.038217838892 183.7905138272844 15 5 5 11.000289299990982 40 True False 2019iij 224.13970791666 -25.836361 SNIIb 0.02895 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 224.13970791666 -25.836361 TNS 2019iij ZTF19abbywep 2019iij SNIIb 0.02895 0.43838221195181504 0.8766926728787148 0.5393867318985315 0.6459432151160556 0.8766926728787148 1.1327297081410777 22.034970368503377 22.034970368503377 -11.034681068512395 -11.034681068512395 58670.171759299934 58662.189294000156 18.530653473681916 19.097340662465996 18.530653473681916 5.930906137871586 3.7915609879897816 3.8307339906229787 224.14011255 -25.83536117 0.001139063533785012 14.975662870121003 15.921677781629562 15.247604019832611 0.95 """""" """""" """""" """""" 0 False True all False False 0 3.7915609879897816 3.8307339906229787 224.14011255 -25.83536117 0.001139063533785012 14.975662870121003 15.921677781629562 15.247604019832611 0.95 False False 0.3 0.7 1.5 0.02 8 3 7.982465299777687 3.8307339906229787 3.7915609879897816 0.6740737617969508 1.010331629309744 -3.175662880836434 -3.283049453849305 False 0.02895 Inputed -17.02621495302709 -16.45952776424301 """""" """""" """"""
-0.13755338716023002 0.280974925702483 -21.7126484148835 18.458812424311915 5785.186077330296 221.93767710983394 37 22 22 42.849467599764466 36 True True 2021bnv 149.50516249999998 3.809797222222222 SNIa 0.078866 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 149.50516249999998 3.809797222222222 TNS 2021bnv ZTF21aagrjag 2021bnv SNIa 0.078866 0.007299156084670244 0.27786877517755926 0.07023725796987534 0.13623892873857457 0.27786877517755926 0.433095577665366 -12.455511262922089 -12.455511262922089 55.30497886268655 55.30497886268655 59248.41506939987 59248.387002300005 18.384444059474507 18.384444059474507 18.464555618043928 1.4499834385175367 3.007287296683419 3.563795002883668 149.5054140712215 3.81075481224637 0.002545475306067413 16.54790487083554 17.211901610789297 16.805911845122573 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.007287296683419 3.563795002883668 149.5054140712215 3.81075481224637 0.002545475306067413 16.54790487083554 17.211901610789297 16.805911845122573 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 0.02806709986180067 3.563795002883668 3.007287296683419 0.4059897656667246 1.1850530565583117 -1.1725424486852098 -1.658643772921355 False 0.078866 Inputed -19.293838368346375 -19.373949926915795 """""" """""" """"""
-0.18070009277465415 0.24805642558225294 -8.569612935003788 16.470458578173606 5777.928484035693 147.85430575483093 117 83 83 74.8611921002157 90 True False 2019pdx 327.65816708333 36.456989 SNIa 0.02 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 327.65816708333 36.456989 TNS 2019pdx ZTF19abuhlxk 2019pdx SNIa 0.02 -0.04428436501203237 0.36518084788178484 0.04748555991735515 0.14607364380577437 0.36518084788178484 0.616181196183657 17.05619670319541 17.05619670319541 57.80499539702029 57.80499539702029 58741.19258099981 58723.2817592998 15.938307611406413 15.938307611406413 16.066504330832803 3.6210241650917308 0.7 3.239628248742156 327.65828305 36.45788405 0.20290446106176008 24.254047013282776 21.61234351081848 23.33552892999649 0.95 """""" """""" """""" """""" 0 False True all False False 0 0.7 3.239628248742156 327.65828305 36.45788405 0.20290446106176008 24.254047013282776 21.61234351081848 23.33552892999649 0.95 False False 0.3 0.7 1.5 0.02 8 3 17.910821700002998 0.0 0.0 0.0 0.0 7.701692388593587 7.2034956691671965 True 0.02 Inputed -18.68239043765329 -18.810587157079677 """""" """""" """"""
-0.015960304227139753 0.38152144598118803 -13.148967853263285 18.572819766546054 4872.758180000075 94.07358512533054 21 17 17 44.97383099980652 59 True True 2020hgm 127.84204166666666 49.226480555555554 SNII 0.04316 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 127.84204166666666 49.226480555555554 TNS 2020hgm ZTF20aausahr 2020hgm SNII 0.04316 0.3336812536880345 1.2312022066328296 0.5245621358014176 0.7365168136953173 1.2312022066328296 1.8349473113991301 68.21048774322875 68.21048774322875 -23.236656743422238 -23.236656743422238 58975.1878819 58954.20247690007 18.49223135169425 18.55355415586382 18.49223135169425 1.3450817891475855 3.3931247228262476 8.041416754686518 127.8452373835395 49.227276744005096 0.002086706387498638 15.209933614108563 15.881730614831447 15.454422041095494 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.3931247228262476 8.041416754686518 127.8452373835395 49.227276744005096 0.002086706387498638 15.209933614108563 15.881730614831447 15.454422041095494 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 20.985404999926686 8.041416754686518 3.3931247228262476 0.427308573735953 2.3699148753920696 -2.6718235410323743 -3.0378093105987567 False 0.04316 Inputed -17.939332738611498 -17.878009934441927 """""" """""" """"""
-0.024410735667258328 0.45551041587493324 -32.3515791336099 19.806749916041397 5730.768018134023 264.6345804386192 86 46 46 72.80762739991769 40 True True 2021ejo 157.912458 31.00125 SLSN-I 0.44 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 157.912458 31.00125 TNS 2021ejo ZTF21aaherjf 2021ejo SLSN-I 0.44 0.05432643251455005 0.2857689935846963 0.10882292077363687 0.16551875177417585 0.2857689935846963 0.41561653899773177 49.75389295537821 49.75389295537821 23.05373444453948 23.05373444453948 59301.29962959979 59251.40689809993 19.2580804247145 19.516986212787952 19.2580804247145 0.3391864956390922 0.636748257860843 38.3067779045878 157.902493447621 30.9949041769325 0.2741093500411407 18.43085305455685 19.897336754322055 18.833616913141608 0.8600000000000001 """""" """""" """""" """""" 16 False True all False False 0 0.6115644223889684 12.924312170578219 157.90976705 30.99849894 0.6539533561151011 22.856612928640843 24.32127757308483 23.634725872057675 0.5 False False 0.3 0.7 1.5 0.02 8 3 49.8927314998582 0.0 0.0 0.0 0.0 4.123013787212049 4.0119195752855 True 0.44 Inputed -22.341990869021934 -22.083085080948482 """""" """""" """"""
-0.1310291809234115 0.4095750556884225 -6.712324559201518 18.97901181445289 5821.579950915639 178.43469268615976 108 42 42 33.93056710017845 200 True True 2020spd 12.16875 41.65518888888889 SNIa 0.11 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 12.16875 41.65518888888889 TNS 2020spd ZTF20abyjopm 2020spd SNIa 0.11 -0.08019708965206718 0.24119763525792592 -0.006861403121561693 0.07101363218148649 0.24119763525792592 0.4320614109045735 11.19770106836593 11.19770106836593 22.73286603181252 22.73286603181252 59106.40361109981 59095.30607639998 18.58268439006259 18.58268439006259 18.716696810675465 0.3845829023634732 1.2173216528723445 1.5673254931445852 12.1691963048159 41.655468799880694 0.00041646047053056634 16.484220800776484 17.680983673362732 16.842807889885904 0.985 """""" """""" """""" """""" 0 False True all False False 0 1.2173216528723445 1.5673254931445852 12.1691963048159 41.655468799880694 0.00041646047053056634 16.484220800776484 17.680983673362732 16.842807889885904 0.985 False False 0.3 0.7 1.5 0.02 8 3 11.097534699831158 1.5673254931445852 1.2173216528723445 0.838175783476828 1.2875196045731918 -0.9017007166998567 -1.873888920789561 False 0.11 Inputed -19.778462971754223 -19.9124753923671 """""" """""" """"""
-0.16430551515690944 0.25193476809729476 -10.54658315909389 19.378706799851802 5589.536976356292 199.71615009427438 71 27 27 43.91153929987922 65 True True 2020abcg 133.12620833333332 15.343766666666667 SNIa 0.111 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 133.12620833333332 15.343766666666667 TNS 2020abcg ZTF20actveqm 2020abcg SNIa 0.111 -0.0071009103245955885 0.29346445078624583 0.062240659976492196 0.13534916160582355 0.29346445078624583 0.46849418662256426 11.828457327722862 11.828457327722862 32.083081972156364 32.083081972156364 59193.4463657001 59179.46170140011 18.839192566777662 18.839192566777662 19.004373571108125 0.7984244455436751 1.1545710698704934 0.4029466665953091 133.12617824679802 15.343658562908601 0.008360609941894914 20.99306396469712 21.680508787939548 21.283016902012825 0.9357142857142857 """""" """""" """""" """""" 0 False True all False False 0 1.1545710698704934 0.4029466665953091 133.12617824679802 15.343658562908601 0.008360609941894914 20.99306396469712 21.680508787939548 21.283016902012825 0.9357142857142857 False False 0.3 0.7 1.5 0.02 8 3 13.984664299990982 0.4029466665953091 1.1545710698704934 0.3974918859267227 0.3490011807073141 2.841316221161886 2.2786433309047 False 0.111 Inputed -19.510876825423168 -19.67605782975363 """""" """""" """"""
-0.1249859193765 0.3549970335393836 -5.772781698350448 18.892451391105304 4043.2170051907797 231.96449790143777 28 12 12 40.83903930010274 59 True True 2018dgs 255.07399999999 38.392081 SNIb 0.0351 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 255.07399999999 38.392081 TNS 2018dgs ZTF18abeamgv 2018dgs SNIb 0.0351 0.46026225348835936 0.8037973617495453 0.54079434221876 0.6248135718036067 0.8037973617495453 0.9982349163164237 11.388457355694475 11.388457355694475 29.450581944408263 29.450581944408263 58314.2158102002 58305.34067129996 18.560427252265562 19.12767280963652 18.560427252265562 1.4646182830174852 3.634727358190281 2.7034691998545277 255.074423397614 38.392754663742 0.0011169903321414099 15.189725338987706 15.829374999841452 15.408281211419105 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.634727358190281 2.7034691998545277 255.074423397614 38.392754663742 0.0011169903321414099 15.189725338987706 15.829374999841452 15.408281211419105 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.875138900242746 2.7034691998545277 3.634727358190281 0.4210937884223469 0.7437887174020602 -3.2982978097950664 -3.152146040846457 False 0.0351 Inputed -17.418025933544456 -16.8507803761735 """""" """""" """"""
-0.11589631957434599 0.40791499672389725 -3.432320301661668 18.75363322743611 5924.359274857634 188.75337411881037 20 13 13 28.002835699822754 74 True True 2019gef 148.74170791666 37.382819 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 148.74170791666 37.382819 TNS 2019gef ZTF19aavqoyu 2019gef SNIa 0.09 -0.12614225591420336 0.16406897464395342 -0.05965380585766056 0.010765162076054935 0.16406897464395342 0.3351687554968663 7.365049517900017 7.365049517900017 20.637786181922735 20.637786181922735 58637.2416782002 58634.18136569997 18.4178632027764 18.4178632027764 18.5259690914631 0.39603535591576994 0.7 1.1211731472733204 148.7418001810655 37.38312168502195 0.005590758262514761 21.16609793656707 21.60518009674311 20.99698976193249 0.9249999999999999 """""" """""" """""" """""" 0 False True all False False 0 0.7 1.1211731472733204 148.7418001810655 37.38312168502195 0.005590758262514761 21.16609793656707 21.60518009674311 20.99698976193249 0.9249999999999999 False False 0.3 0.7 1.5 0.02 8 3 3.0603125002235174 1.1211731472733204 0.7 0.6081903348106188 1.601675924676172 3.1873168939667096 2.4710206704693896 False 0.09 Inputed -19.524415553716135 -19.632521442402837 """""" """""" """"""
-0.14390144705213115 0.34499453574271366 -8.420251937453418 19.097565546881054 5438.989990791002 190.34758392541232 61 50 50 48.947673600167036 52 True False 2020kt 219.2840625 79.94888888888889 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 219.2840625 79.94888888888889 TNS 2020kt ZTF20aadcdzj 2020kt SNIa 0.1 0.018407724553693328 0.3416505988580596 0.09272028240056684 0.17124817607748355 0.3416505988580596 0.5310872107447366 11.854358424098903 11.854358424098903 37.09331517606813 37.09331517606813 58863.41612270009 58850.53703700006 18.734669035388492 18.734669035388492 18.794801173739277 0.458704168994551 2.401833140150016 2.6568050502889036 219.28406626 79.94962689 0.0015708955134805525 16.54852777007818 17.5207591807127 16.931609533905984 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.401833140150016 2.6568050502889036 219.28406626 79.94962689 0.0015708955134805525 16.54852777007818 17.5207591807127 16.931609533905984 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.879085700027645 2.6568050502889036 2.401833140150016 0.5891496468067174 1.106157212121306 -1.2139098546757907 -1.8631916398332926 False 0.1 Inputed -19.48894092473165 -19.549073063082435 """""" """""" """"""
-0.16710561666466378 0.3608372341896289 -3.547165562570897 18.07384222508468 5415.041262685944 142.63545046989555 30 16 16 28.00038200011477 24 True False 2021mku 170.4432208333333 -5.479236111111112 SNIa 0.025 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 170.4432208333333 -5.479236111111112 TNS 2021mku ZTF21abboibr 2021mku SNIa 0.025 -0.001998611730478217 0.4389520402157068 0.09653347051640537 0.20258844238153273 0.4389520402157068 0.7107075249879102 12.59481070219648 12.59481070219648 15.40557129791829 15.40557129791829 59359.254120400175 59349.21204859996 17.784865725094452 17.784865725094452 17.858163682077393 0.7598844163583587 3.9974232465518504 2.1136194012741543 170.44352645 -5.47873396 0.001378545304089207 15.297999204909802 16.10889055683613 15.566975434994697 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.9974232465518504 2.1136194012741543 170.44352645 -5.47873396 0.001378545304089207 15.297999204909802 16.10889055683613 15.566975434994697 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.042071800213307 2.1136194012741543 3.9974232465518504 0.5419151218414324 0.5287454619916336 -1.6759751682583222 -2.2911882470826956 False 0.025 Inputed -17.378021088830348 -17.45131904581329 """""" """""" """"""
-0.11139489646756742 0.26748188451619437 -33.27792814658471 16.41674313301539 3643.276974762406 279.7346410233124 16 15 15 69.76872679963708 400 True True 2019vju 166.00091666666665 -18.77651111111111 SNIa 0.012872 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 166.00091666666665 -18.77651111111111 TNS 2019vju ZTF19aczjyuf 2019vju SNIa 0.012872 0.8602951087558743 1.1999422628697616 0.9409388280454181 1.024372776836465 1.1999422628697616 1.3876936223102732 -21.439832522895138 -21.439832522895138 91.20855932253221 91.20855932253221 58835.48077550018 58835.48077550018 16.685806513032734 17.26523772411549 16.685806513032734 9.255495449124297 7.9840161554353966 15.206924244027144 166.00175714831352 -18.7806596289317 0.0014628574466972744 12.794724577926399 13.605655038297176 15.331618847179413 1.0 """""" """""" """""" """""" 15 False True all False False 0 4.433233909930656 3.754631611257054 166.0008679915345 -18.775469176556 0.014557182292063597 18.008193380889892 17.966366925666332 20.366667027935982 0.43571428571428567 False False 0.3 0.7 1.5 0.02 8 3 0.0 15.206924244027144 7.9840161554353966 -1.7259638088822378 1.9046710262070927 -3.6595826858183145 -1.3541876658533205 False 0.012872 Inputed -17.102203832247184 -16.522772621164428 """""" """""" """"""
-0.16960486421877247 0.22326673899381297 -10.772147966767408 18.41902883580037 6083.96468746602 125.3834599526269 74 51 51 74.91462970012799 51 True False 2021qxe 329.69853749999993 -17.318819444444443 SNIa 0.076 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 329.69853749999993 -17.318819444444443 TNS 2021qxe ZTF21abhtkiy 2021qxe SNIa 0.076 -0.07484012732353307 0.40876135629766 0.0313598911141284 0.14695689188698324 0.40876135629766 0.7157900942992512 12.087103307050787 12.087103307050787 62.8275263930772 62.8275263930772 59400.39737269981 59386.37859949982 17.75692621367749 17.75692621367749 18.00038089695635 2.186864721214319 1.4294104597418795 5.199831273721067 329.70004975 -17.31877422 0.007669806361570997 18.434410176944734 18.633911418533327 18.63453040509224 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.4294104597418795 5.199831273721067 329.70004975 -17.31877422 0.007669806361570997 18.434410176944734 18.633911418533327 18.63453040509224 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.018773199990392 5.199831273721067 1.4294104597418795 -0.0006189865589121268 3.6377453643791324 0.8769852048558349 0.6341495081358879 False 0.076 Inputed -19.676262387476346 -19.919717070755205 """""" """""" """"""
-0.017953652184701872 0.35461641815302003 -11.941703514495243 18.07856171236773 5045.148544898981 96.55726274070837 20 15 15 40.962048599962145 65 True True 2019crk 152.63206291666 10.0436355 SNII 0.03167 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 152.63206291666 10.0436355 TNS 2019crk ZTF19aanfnvl 2019crk SNII 0.03167 0.24930638803592586 1.0769828256458993 0.4257879577198622 0.6214582801993203 1.0769828256458993 1.6309285791691934 69.90940208782891 69.90940208782891 -28.947353487866764 -28.947353487866764 58591.33564809989 58567.228703700006 17.892533704255175 18.013687131326776 17.892533704255175 0.6581988519528003 3.540742500097747 6.819615731800953 152.6306393625115 10.0423612799292 0.0005848532584695754 13.713730980747938 14.867321486382483 14.10131807738185 0.96 """""" """""" """""" """""" 3 False True all False False 0 0.7 0.7759615199715227 152.631981402169 10.04343545733635 0.037112846058293125 23.977853339722156 20.082445189692972 24.537447263998985 0.975 False False 0.3 0.7 1.5 0.02 8 3 24.106944399885833 6.819615731800953 3.540742500097747 0.7660034090006338 1.9260411429559445 -3.146365644944293 -3.791215626873326 False 0.03167 Inputed -17.860794344663837 -17.739640917592236 """""" """""" """"""
-0.18451784266988971 0.1852507611266696 -16.30700868123322 18.557571651655465 5754.35239309594 109.99890426632854 63 37 37 64.89311349997297 48 True True 2020exu 184.20673333333332 51.29938333333333 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 184.20673333333332 51.29938333333333 TNS 2020exu ZTF20aatpoeh 2020exu SNIa 0.07 0.08563118859689212 0.7223298973749692 0.2235819620515791 0.3750197094490346 0.7223298973749692 1.1364060324538414 13.739497616305169 13.739497616305169 51.1536158836678 51.1536158836678 58936.27726850007 58915.36833330011 18.183099908604092 18.183099908604092 18.222073957075565 2.1047766967326194 1.09778156674032 1.8165416334974211 184.207518765483 51.299499285875555 0.006930424505187771 20.231138433353305 20.643544580843447 20.38398842680931 0.9722222222222222 """""" """""" """""" """""" 0 False True all False False 0 1.09778156674032 1.8165416334974211 184.207518765483 51.299499285875555 0.006930424505187771 20.231138433353305 20.643544580843447 20.38398842680931 0.9722222222222222 False False 0.3 0.7 1.5 0.02 8 3 20.90893519995734 1.8165416334974211 1.09778156674032 0.25955615403413645 1.6547386916792017 2.4604446722393547 2.1619144697337447 False 0.07 Inputed -19.27309199451523 -19.312066042986704 """""" """""" """"""
-0.15446927168055044 0.3200440998623124 -13.925220707804197 18.288739744114654 4853.093955347647 200.49730913194492 10 10 10 29.005706100258976 46 True True 2019hav 2.2584187499999 1.3686828888888 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 2.2584187499999 1.3686828888888 TNS 2019hav ZTF19aaynskj 2019hav SNIa 0.08 0.2245942231839777 0.5761924949838146 0.3059999192385021 0.3916238959192704 0.5761924949838146 0.7797112898692156 -6.549666539529441 -6.549666539529441 35.555372639788416 35.555372639788416 58643.458240699954 58643.458240699954 18.365322376102526 18.365322376102526 18.62268553083023 1.8719776909085446 0.43290322852500795 1.5719764333350674 2.257981978022515 1.368686226621315 0.002055751025743957 19.845583752256037 22.015696991136075 20.346457437446713 0.46875 """""" """""" """""" """""" 0 False True all False False 0 0.43290322852500795 1.5719764333350674 2.257981978022515 1.368686226621315 0.002055751025743957 19.845583752256037 22.015696991136075 20.346457437446713 0.46875 False False 0.3 0.7 1.5 0.02 8 3 0.0 1.5719764333350674 0.43290322852500795 1.669239553689362 3.631242110831838 3.6503746150335488 1.7237719066164843 False 0.08 Inputed -19.16724849124115 -19.424611645968852 """""" """""" """"""
-0.1606603877653103 0.21217993699616278 -5.618151183524751 18.683896885958255 5585.047060280318 90.13114288427344 35 30 30 43.94559030001983 44 True True 2020eyf 196.51642083333329 24.055027777777777 SNIa 0.0687 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 196.51642083333329 24.055027777777777 TNS 2020eyf ZTF20aatpxkq 2020eyf SNIa 0.0687 0.006901794989062182 0.7731825369242635 0.16737630296220019 0.3473960929214215 0.7731825369242635 1.300446498382584 8.107762699179613 8.107762699179613 35.83782760084022 35.83782760084022 58940.38325229986 58936.30701390002 18.18968933937213 18.18968933937213 18.22833909964094 1.7670780900177943 1.952287420335624 3.9449218893096996 196.515791956511 24.05409449094325 0.0005279693676041308 15.083751666190029 16.18735477398038 15.46148332419455 0.9850000000000001 """""" """""" """""" """""" 1 False True all False False 0 0.7 2.632386161307094 196.516999452567 24.0545223020268 0.04941817177967578 22.725908997359276 21.852411730847358 23.682137188574075 1.0 False False 0.3 0.7 1.5 0.02 8 3 4.076238399837166 3.9449218893096996 1.952287420335624 0.7258714497858314 2.0206665515631483 -2.002334565391749 -2.766855775446391 False 0.0687 Inputed -19.225486293074695 -19.264136053343506 """""" """""" """"""
-0.22957048964177373 0.2678823074954497 -3.723561481956337 16.304478525367408 6884.064027200596 118.4999382187073 37 17 17 42.02164350030944 60 True True 2020ktn 165.0677958333333 37.24135833333334 SNIa 0.024755 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 165.0677958333333 37.24135833333334 TNS 2020ktn ZTF20abasxmb 2020ktn SNIa 0.024755 -0.2808986503054882 0.14695460334182542 -0.1883246636477498 -0.08659720365430701 0.14695460334182542 0.42530259365042866 12.006781446241805 12.006781446241805 30.014862054067635 30.014862054067635 59001.17127310019 58991.1786342999 15.731821135157356 15.731821135157356 15.979458768764506 10.59264204752983 4.35948739041579 4.473970643236656 165.06746283761152 37.240144167160295 0.0016915145249862817 15.12055989401102 16.109440363924502 15.471101135220527 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.35948739041579 4.473970643236656 165.06746283761152 37.240144167160295 0.0016915145249862817 15.12055989401102 16.109440363924502 15.471101135220527 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.992638800293207 4.473970643236656 4.35948739041579 0.6383392287039751 1.0262607142923625 0.3776192287671467 -0.5083576335439783 False 0.024755 Inputed -19.235207138040895 -19.482844771648047 """""" """""" """"""
-0.11736435869522226 0.29729855681777934 -8.44426302055545 19.29498908872201 5212.71605221099 186.24508263340402 25 13 13 26.03818290028721 38 True True 2019vkf 16.297766666666664 1.1716416666666667 SNIa 0.106 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 16.297766666666664 1.1716416666666667 TNS 2019vkf ZTF19acngsnc 2019vkf SNIa 0.106 0.07978181991548183 0.42613972033423053 0.15934243361150635 0.24346018588673246 0.42613972033423053 0.6294537235920075 16.986819389804992 16.986819389804992 9.051363510482217 9.051363510482217 58803.28892360022 58788.19333329983 18.93928888047374 19.106951930908203 18.93928888047374 0.5738317581668588 0.8237152088710112 0.10489299900944812 16.29775597 1.17166877 0.015121351487252355 22.700313910126685 23.70784681276083 23.730730717360974 0.45 """""" """""" """""" """""" 0 False True all False False 0 0.8237152088710112 0.10489299900944812 16.29775597 1.17166877 0.015121351487252355 22.700313910126685 23.70784681276083 23.730730717360974 0.45 False False 0.3 0.7 1.5 0.02 8 3 15.09559030039236 0.10489299900944812 0.8237152088710112 -0.022883904600142557 0.12734134064759478 4.6008948818526285 4.791441836887234 False 0.106 Inputed -19.473668845031504 -19.30600579459704 """""" """""" """"""
-0.13263674961237715 0.29301318749491967 -28.4185304356817 17.669303697636927 7389.281580981175 429.2420593005991 82 80 80 74.95436350023374 59 True True 2021qzm 53.59384999999999 39.36408055555556 SNIa 0.02059 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 53.59384999999999 39.36408055555556 TNS 2021qzm ZTF21abiatkr 2021qzm SNIa 0.02059 -0.3178002049265203 -0.21917446777741034 -0.29411969667759763 -0.2697974082989454 -0.21917446777741034 -0.16582449065627003 -19.158913158016055 -19.158913158016055 94.11327665824979 94.11327665824979 59390.47623840021 59390.47150459979 17.640056689886503 19.679689825075755 17.640056689886503 1.3328872749940077 7.528823041323324 54.44608366720544 53.57672569057215 39.35677068265015 0.0057075052370261226 12.113111511173248 13.269547235298155 12.496280789165496 0.5449999999999999 """""" """""" """""" """""" 49 False True all False False 0 0.9963836002625236 6.423893813103965 53.59303584 39.36241085 0.08667573534508777 21.35005195598602 23.64 25.28721434469223 0.65 False False 0.3 0.7 1.5 0.02 8 3 0.004733800422400236 54.44608366720544 7.528823041323324 0.7732664461326593 7.231685931302693 -6.4101425897776 -5.143775900721007 False 0.02059 Inputed -17.17229489919295 -15.132661764003696 """""" """""" """"""
-0.12402632428026172 0.2991160805184335 -7.3667240662064275 17.036795744648806 4657.851119013932 62.86615294761137 62 16 16 33.00445599993691 76 True True 2021dah 39.20704166666666 45.388419444444445 SNIc 0.018 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 39.20704166666666 45.388419444444445 TNS 2021dah ZTF21aakymbv 2021dah SNIc 0.018 0.3724349777149847 1.901218287595377 0.6723877982241753 1.0224456360728347 1.901218287595377 3.0762407143957766 18.331571024601576 18.331571024601576 14.672884975335332 14.672884975335332 59276.14500000002 59260.177893499844 16.815235714507338 17.121616692478252 16.815235714507338 3.522379810814323 1.5670628125483697 7.009867936734821 39.204436427728155 45.389085737815 0.001081328897120204 15.173356658227444 15.796834224867823 15.366874736032486 1.0 """""" """""" """""" """""" 4 False True all False False 0 3.1670350916949515 0.702587442046339 39.2071356372064 45.3882357782187 0.0011399844867325815 15.733484246835708 17.15860222491264 16.607983416247368 0.9944444444444444 False False 0.3 0.7 1.5 0.02 8 3 15.96710650017485 7.009867936734821 1.5670628125483697 0.42995948883533686 4.473252686875595 -1.3247824676104294 -1.4483609784748523 False 0.018 Inputed -17.703766176757867 -17.397385198786953 """""" """""" """"""
-0.17352297537583186 0.2095164950716112 -9.690625329380254 18.832006337519147 5446.778505898742 175.6290712785221 35 22 22 56.02466439967975 60 True True 2019oeo 25.694577499999 -5.338855833333 SNIa 0.065 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 25.694577499999 -5.338855833333 TNS 2019oeo ZTF19abpztlw 2019oeo SNIa 0.065 0.03155430613073662 0.38866256559056467 0.11309835606493479 0.19964729147339355 0.38866256559056467 0.6005095843997843 13.379333242574118 13.379333242574118 42.64533115710563 42.64533115710563 58723.460219900124 58709.397442100104 18.347504490744715 18.347504490744715 18.364911237285806 1.355301097641743 1.5970992847711563 0.9808538841947793 25.69478545597865 -5.338678737793315 0.0028318612897441087 18.63154389701009 19.200303830064534 18.967173163005114 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.5970992847711563 0.9808538841947793 25.69478545597865 -5.338678737793315 0.0028318612897441087 18.63154389701009 19.200303830064534 18.967173163005114 0.99 False False 0.3 0.7 1.5 0.02 8 3 14.06277780001983 0.9808538841947793 1.5970992847711563 0.2331306670594202 0.6141470937640067 0.8527993393198194 0.6022619257193078 False 0.065 Inputed -18.966881271675597 -18.984288018216688 """""" """""" """"""
-0.0818236070814316 0.3133081944140432 -6.480142812990574 18.471001119642715 5151.9005808250795 150.53010741300525 13 6 6 18.960312499664724 33 True True 2019hci 169.01397958333 -0.532220583333 SNII 0.025804 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 169.01397958333 -0.532220583333 TNS 2019hci ZTF19aaykqsk 2019hci SNII 0.025804 0.09345456853934664 0.5378483125239555 0.1935335747961986 0.3007087302679068 0.5378483125239555 0.8081034486520515 13.637524675661506 13.637524675661506 5.3227878240032185 5.3227878240032185 58649.1723842998 58643.238495400175 18.154834214482463 18.154834214482463 18.236216397049393 4.045056214983168 2.6492151852906027 5.574372387024581 169.01506017690951 -0.5333296707600645 0.003470851940997055 16.705569575431348 17.3305764564085 16.730957864909172 1.0 """""" """""" """""" """""" 2 False True all False False 0 0.7 1.9658408773339093 169.013982451475 -0.532766642711691 0.009420793790229864 21.0741215628767 21.013088041925432 21.022714773020745 0.21000000000000002 False False 0.3 0.7 1.5 0.02 8 3 5.933888899628073 5.574372387024581 2.6492151852906027 0.5996185914993291 2.1041599104427244 -0.8242577580739621 -1.5052585321402212 False 0.025804 Inputed -17.06914094489663 -17.15052312746356 """""" """""" """"""
-0.09281706617802236 0.39039679520146964 -6.085998805457306 18.920183751138026 3419.0535612363547 226.82340846923535 60 29 29 43.019814800005406 39 True True 2018izc 142.34144999999 54.007780194444 SNII 0.04184 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 142.34144999999 54.007780194444 TNS 2018izc ZTF18acqsfxh 2018izc SNII 0.04184 0.7977082583426061 1.212016750498865 0.8948695544827956 0.9962059896063025 1.212016750498865 1.446430697541441 16.084084862170872 16.084084862170872 26.935729937834534 26.935729937834534 58455.48331019981 58443.44704859983 18.549076465523555 19.526592457440962 18.549076465523555 0.9539623199245945 2.757607700796239 2.011998694170963 142.34198366387602 54.0082427949879 0.000985037582636572 15.757148300725818 16.55236202362001 16.0450062171942 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.757607700796239 2.011998694170963 142.34198366387602 54.0082427949879 0.000985037582636572 15.757148300725818 16.55236202362001 16.0450062171942 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.03626159997657 2.011998694170963 2.757607700796239 0.5073558064258101 0.729617448337562 -2.974230433820953 -2.5040702483293558 False 0.04184 Inputed -17.814350331087716 -16.83683433917031 """""" """""" """"""
-0.14671167747225158 0.2861941655205837 -6.507730435788593 19.0687799430112 5446.330370414333 211.087432025783 45 24 24 48.813298699911684 35 True False 2018iyx 68.385144583333 -1.647614694444 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 68.385144583333 -1.647614694444 TNS 2018iyx ZTF18acptgzz 2018iyx SNIa 0.09 -0.001728871885092076 0.2821853512179011 0.06406026996639369 0.1332247312359911 0.2821853512179011 0.4462075105908241 11.064278565079327 11.064278565079327 37.74902013483236 37.74902013483236 58450.40024309978 58441.35574069992 18.570094464808367 18.570094464808367 18.7478321101819 0.798061401655444 2.367614542748952 1.5630927073768077 68.38535974 -1.64799188 0.003411660091095725 17.823295529913903 18.57148729007244 18.237406511259078 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.367614542748952 1.5630927073768077 68.38535974 -1.64799188 0.003411660091095725 17.823295529913903 18.57148729007244 18.237406511259078 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.044502399861813 1.5630927073768077 2.367614542748952 0.3340807788133624 0.6601972910514213 0.0013928252640731387 -0.5104255989228221 False 0.09 Inputed -19.302552534997336 -19.48029018037087 """""" """""" """"""
-0.11732375615545496 0.3735636024862526 -4.4617810140826055 19.09499765581901 5375.3853958801255 77.78273019283738 39 17 17 28.93575240019709 45 True True 2020ykr 342.24116666666663 5.822425 SNIa 0.11 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 342.24116666666663 5.822425 TNS 2020ykr ZTF20acnagjb 2020ykr SNIa 0.11 0.05309909426376436 1.0059484295264411 0.2474445022808709 0.4690829803983121 1.0059484295264411 1.6910823263280363 15.974551937142113 15.974551937142113 12.961200463054976 12.961200463054976 59157.21460650023 59145.17100689979 18.8711613816941 18.946753850013877 18.8711613816941 0.7544356140831066 1.7662386241830272 36.11349274560858 342.2349908286945 5.8303549170752405 0.2526449408432607 18.449450871248246 18.985066830811498 18.66256622211933 0.9949999999999999 """""" """""" """""" """""" 15 False True all False False 0 0.6706910189942418 3.975724775711284 342.24227670607047 5.822436042154605 0.001309808975592297 17.01642170821428 17.78162163078785 17.261449401664734 0.035 False False 0.3 0.7 1.5 0.02 8 3 12.043599600438029 0.0 0.0 0.0 0.0 4.693246149986123 4.3988386183058985 True 0.11 Inputed -19.623998400735587 -19.54840593241581 """""" """""" """"""
-0.014393104226209097 0.47830533390520724 -24.824687563386725 18.583090012543888 3834.0345170108512 276.08347514387503 98 96 96 74.98998840013519 42 True True 2020nec 25.489437499999998 18.38976388888889 SNII 0.045 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 25.489437499999998 18.38976388888889 TNS 2020nec ZTF20abegirf 2020nec SNII 0.045 0.6893693710849718 1.0085383596185302 0.7650511466461367 0.8434201129981531 1.0085383596185302 1.1853905593181508 26.41554282531834 26.41554282531834 48.57444557481685 48.57444557481685 59040.388680600096 59040.388680600096 18.34140420464707 19.14440900790438 18.34140420464707 0.46101164714583065 3.2490808020862816 3.4810579824424335 25.488422095090648 18.38968275628455 0.002464730365003609 16.365861749420166 17.13761438758373 16.621638559668064 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.2490808020862816 3.4810579824424335 25.488422095090648 18.38968275628455 0.002464730365003609 16.365861749420166 17.13761438758373 16.621638559668064 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 3.4810579824424335 3.2490808020862816 0.5159758279156677 1.0713977874010385 -2.0067946203206475 -1.719765644979006 False 0.045 Inputed -18.181771235100832 -17.378766431843523 """""" """""" """"""
-0.1507247274774034 0.19413785952995383 -5.630441637533228 18.855511049433108 5006.776947751232 151.6208487245567 37 17 17 49.98378469981253 34 True True 2019fcq 159.76790499999 39.972243916666 SNIa 0.0682 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 159.76790499999 39.972243916666 TNS 2019fcq ZTF19aauhhjy 2019fcq SNIa 0.0682 0.1268157044353515 0.5777817292022824 0.228512305709625 0.33732301714164237 0.5777817292022824 0.8514143125945317 15.20600195372786 15.20600195372786 34.777782746084675 34.777782746084675 58622.16012729984 58612.19905090006 18.393577204645137 18.393577204645137 18.530516952036702 1.1165629997733146 0.9376804202110302 1.2206462473397512 159.7674634164945 39.9722650367153 0.00039674647180010236 17.098803819932343 17.89734369288087 17.395087612601518 0.9199999999999999 """""" """""" """""" """""" 0 False True all False False 0 0.9376804202110302 1.2206462473397512 159.7674634164945 39.9722650367153 0.00039674647180010236 17.098803819932343 17.89734369288087 17.395087612601518 0.9199999999999999 False False 0.3 0.7 1.5 0.02 8 3 9.961076399777085 1.2206462473397512 0.9376804202110302 0.5022560802793521 1.3017721400912243 -0.49623351176426667 -1.1354293394351842 False 0.0682 Inputed -18.907202212365167 -19.044141959756733 """""" """""" """"""
-0.14943989530328022 0.2706688950376724 -7.839169799240338 18.729355843777466 5928.617692296599 92.13281038418259 63 49 49 55.94870369974524 58 True True 2021hyt 163.5283333333333 45.61203888888889 SNIa 0.08449 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 163.5283333333333 45.61203888888889 TNS 2021hyt ZTF21aarwlht 2021hyt SNIa 0.08449 -0.04247791851843985 0.6759657461483464 0.10830084297191078 0.27722713184601844 0.6759657461483464 1.1682793024586928 13.845912479363781 13.845912479363781 42.102791220381455 42.102791220381455 59320.17806709977 59307.23803240014 18.27090839028987 18.27090839028987 18.405729547725446 1.7284129077324468 1.1785272783052598 4.241739435824231 163.529906299941 45.61246034337255 0.0011907741429332264 16.508220383001564 17.66987038241208 16.9054410582757 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.1785272783052598 4.241739435824231 163.529906299941 45.61246034337255 0.0011907741429332264 16.508220383001564 17.66987038241208 16.9054410582757 0.99 False False 0.3 0.7 1.5 0.02 8 3 12.940034699626267 4.241739435824231 1.1785272783052598 0.7644293241363798 3.5991864710369 -0.6010380078777899 -1.5002884894497477 False 0.08449 Inputed -19.504900751571437 -19.639721909007015 """""" """""" """"""
-0.06341212039086618 0.2308827443587698 -13.194157894131441 17.691816535005746 4465.7481252817915 265.8542667733927 38 24 24 66.94818289997056 39 True False 2018liq 72.616667083333 8.797731 SNIc 0.034 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 72.616667083333 8.797731 TNS 2018liq ZTF18adasisj 2018liq SNIc 0.034 0.3287181109118471 0.6041894540413111 0.39376935731773344 0.46131558512345094 0.6041894540413111 0.7579600052686146 36.86411769883609 36.86411769883609 30.08406520113447 30.08406520113447 58507.21601849981 58480.273912000004 17.30276573236482 17.50366185789915 17.30276573236482 2.227599122746989 4.28153627932123 6.083421576516325 72.61689985 8.79940511 0.001800170527288425 15.019922215557099 15.791380931854249 15.290580783557893 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.28153627932123 6.083421576516325 72.61689985 8.79940511 0.001800170527288425 15.019922215557099 15.791380931854249 15.290580783557893 1.0 False False 0.3 0.7 1.5 0.02 8 3 26.94210649980232 6.083421576516325 4.28153627932123 0.5008001482963564 1.4208501761149983 -1.712280926044901 -2.012184948806926 False 0.034 Inputed -18.605961304919212 -18.40506517938488 """""" """""" """"""
-0.15054280139679954 0.23174395249734298 -2.9685307030468753 18.83840851782319 5747.720869355639 66.82264645096176 54 41 41 45.939375000074506 36 True True 2021hzo 180.1670625 51.840922222222225 SNIa 0.063 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 180.1670625 51.840922222222225 TNS 2021hzo ZTF21aarohyu 2021hzo SNIa 0.063 -0.055086078774230884 1.016421117526427 0.15529409694466878 0.4010328507254073 1.016421117526427 1.83372200848833 14.698955034778841 14.698955034778841 31.240419965295665 31.240419965295665 59315.21814810019 59307.2629976999 18.419793687702377 18.419793687702377 18.48300349055093 1.354165099920845 1.2905487122986212 0.2464896083091474 180.167075225025 51.840854205776196 0.0017991806893271622 18.7014968685627 19.551451621252298 18.992983755719067 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.2905487122986212 0.2464896083091474 180.167075225025 51.840854205776196 0.0017991806893271622 18.7014968685627 19.551451621252298 18.992983755719067 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 7.955150400288403 0.2464896083091474 1.2905487122986212 0.5584678655332311 0.19099597400714927 1.1316579335499206 0.5099802651681351 False 0.063 Inputed -18.779936317253043 -18.843146120101597 """""" """""" """"""
-0.1664957869523254 0.25317234579100967 -5.465555601177907 17.39100910961845 5965.201645370938 138.8862776242504 58 40 40 51.94836809998378 30 True False 2021jap 163.76654166666663 -8.745838888888889 SNIa 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 163.76654166666663 -8.745838888888889 TNS 2021jap ZTF21aaufvpg 2021jap SNIa 0.03 -0.10857592678479477 0.3088519443318276 -0.015834053128571668 0.08436173875465158 0.3088519443318276 0.568585756626522 17.74295220799542 17.74295220799542 34.20541589198836 34.20541589198836 59328.18980319984 59313.23186339997 16.890344369047366 16.890344369047366 17.10462219025155 4.314783617261319 3.4025607306992924 12.162767734480973 163.7694226 -8.74765733 0.012899861293842463 16.874656555747986 17.565712288475037 17.152528262650968 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.4025607306992924 12.162767734480973 163.7694226 -8.74765733 0.012899861293842463 16.874656555747986 17.565712288475037 17.152528262650968 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.957939799875021 12.162767734480973 3.4025607306992924 0.4131840258240693 3.574592401758921 0.6753679194276714 0.047906072399417354 False 0.03 Inputed -18.530175263373778 -18.744453084577962 """""" """""" """"""
-0.14067760406003815 0.3537561404835642 -16.650259926036327 17.43384449041549 5118.03711709678 143.3236370280949 29 15 15 48.899479100015014 50 True True 2020evi 155.67566666666667 25.824019444444446 SNIa 0.038883 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 155.67566666666667 25.824019444444446 TNS 2020evi ZTF20aatpqps 2020evi SNIa 0.038883 0.214389466497515 0.7234970234095641 0.3286860413867885 0.45132425529076414 0.7234970234095641 1.0349799827384665 -6.218715171052942 -6.218715171052942 55.118194271067956 55.118194271067956 58939.316666699946 58936.271851900034 17.458347384741636 17.458347384741636 17.501219199755678 9.67825724129002 2.3009668794726243 7.482180002535112 155.67351710773448 25.82326060901945 0.0010350754237563597 14.761757045241595 15.871093032292126 15.11003096701026 0.9650000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.3009668794726243 7.482180002535112 155.67351710773448 25.82326060901945 0.0010350754237563597 14.761757045241595 15.871093032292126 15.11003096701026 0.9650000000000001 False False 0.3 0.7 1.5 0.02 8 3 3.044814799912274 7.482180002535112 2.3009668794726243 0.761062065281866 3.251754759829489 -1.5872543524495093 -2.3911882327454173 False 0.038883 Inputed -18.701497511612235 -18.744369326626277 """""" """""" """"""
-0.13268237440943964 0.4431073439272917 -2.305418994879665 18.720927887334163 5474.211879781503 104.80091380154235 35 26 26 24.04888889985159 42 True True 2020iba 118.29239999999997 64.84188055555555 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 118.29239999999997 64.84188055555555 TNS 2020iba ZTF20aavofki 2020iba SNIa 0.08 -0.02045981552464582 0.6041400432490036 0.11350899692477867 0.2615399636154443 0.6041400432490036 1.0169980180149132 6.88917453124504 6.88917453124504 17.15971436860655 17.15971436860655 58966.23667819984 58963.17660879996 18.463930254028615 18.463930254028615 18.554005171939995 0.32012807807378924 0.9026193309025943 1.2827233166398633 118.293210808279 64.84197082259931 0.003304834380544408 19.917800265812875 21.431899235601424 20.338092929518222 0.9785714285714286 """""" """""" """""" """""" 1 False True all False False 0 1.353322233883368 1.1634616625536112 118.293110428279 64.8419955975993 0.00629460749526789 20.01642663604021 21.244927920613286 20.43187456307411 0.9750000000000001 False False 0.3 0.7 1.5 0.02 8 3 3.0600693998858333 1.2827233166398633 0.9026193309025943 1.0938063060832022 1.421112170683488 2.9679689815728096 1.7840877575782272 False 0.08 Inputed -19.235928850131383 -19.326003768042764 """""" """""" """"""
-0.18256760797797683 0.1919129458312036 -8.358013748061659 18.372048742095053 5337.325655547412 111.99687442746007 32 21 21 52.93237269995734 75 True False 2019fcf 265.07345791666 17.694211 SNIa 0.052 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 265.07345791666 17.694211 TNS 2019fcf ZTF19aaurxsa 2019fcf SNIa 0.052 0.08796514611954365 0.7121892491866326 0.2235663766227063 0.37217739162603536 0.7121892491866326 1.1163525599524888 11.764995952436815 11.764995952436815 41.16737674752053 41.16737674752053 58627.47981479997 58616.39846060006 17.91860045097884 17.91860045097884 17.934004380096944 3.009390109879065 3.914890265613901 7.013730375163689 265.07166295 17.6932775 0.002901139577660139 15.646742979431153 16.96967748708725 16.05483104081154 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.914890265613901 7.013730375163689 265.07166295 17.6932775 0.002901139577660139 15.646742979431153 16.96967748708725 16.05483104081154 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.081354199908674 7.013730375163689 3.914890265613901 0.9148464462757104 1.7915522273429174 -0.9489229638915901 -1.8791733392854049 False 0.052 Inputed -18.906722296737932 -18.922126225856037 """""" """""" """"""
-0.15203212811496186 0.279672691985523 -3.9625666475345325 18.898779998711145 5210.5066172808365 169.92779410799716 24 17 17 40.06403930019587 37 True False 2019hnn 190.69008291666 73.812699999999 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 190.69008291666 73.812699999999 TNS 2019hnn ZTF19aayjqpa 2019hnn SNIa 0.08 0.04902399021738191 0.42439420721912313 0.1345056731768679 0.2253932484015344 0.42439420721912313 0.6481675004524163 13.435723720635185 13.435723720635185 26.628315579560688 26.628315579560688 58652.19332179986 58643.17572919978 18.568344683955427 18.568344683955427 18.597466576064335 1.606229220875548 1.8052036544832386 9.435348157023219 190.69136347 73.8101035 0.0028180550040547425 15.712978041321039 16.45284738777876 15.995975857019424 0.9399999999999998 """""" """""" """""" """""" 0 False True all False False 0 1.8052036544832386 9.435348157023219 190.69136347 73.8101035 0.0028180550040547425 15.712978041321039 16.45284738777876 15.995975857019424 0.9399999999999998 False False 0.3 0.7 1.5 0.02 8 3 9.017592600081116 9.435348157023219 1.8052036544832386 0.4568715307593365 5.226749975599956 -2.1154972961766667 -2.601490719044911 False 0.08 Inputed -19.192467446007043 -19.22158933811595 """""" """""" """"""
-0.18667497152268683 0.18256348948970721 -10.575599599841993 18.50657452260304 5852.95960647028 117.15460094410787 51 33 33 70.86059030005708 95 True True 2020aceg 165.53429166666663 58.657580555555555 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 165.53429166666663 58.657580555555555 TNS 2020aceg ZTF20acwozwz 2020aceg SNIa 0.06 -0.01862672630787543 0.5289934644892114 0.10074392038994162 0.23129158706620245 0.5289934644892114 0.8812073389980881 15.523166076084363 15.523166076084363 55.33742422397272 55.33742422397272 59210.43108800007 59193.44258099981 17.95165278742337 17.95460439225437 17.95165278742337 2.5289092555524864 0.8342857257787721 1.3242293284420876 165.53377898179951 58.657833918799 0.008170552750446203 21.21446774754375 17.867585923416616 23.310313139881494 0.7916666666666666 """""" """""" """""" """""" 0 False True all False False 0 0.8342857257787721 1.3242293284420876 165.53377898179951 58.657833918799 0.008170552750446203 21.21446774754375 17.867585923416616 23.310313139881494 0.7916666666666666 False False 0.3 0.7 1.5 0.02 8 3 16.98850700026378 1.3242293284420876 0.8342857257787721 -5.442727216464878 1.587261159485826 -0.08701846883775488 5.3586603524581236 False 0.06 Inputed -19.20384819377443 -19.20089658894343 """""" """""" """"""
-0.15430907579454692 0.23734311658916812 -8.647893118792474 17.611708177131057 5887.350738743366 109.98684694206383 53 41 41 66.9508102000691 81 True False 2020yfu 100.33241666666666 19.27294722222222 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 100.33241666666666 19.27294722222222 TNS 2020yfu ZTF20acitojm 2020yfu SNIa 0.05 -0.04178851988408283 0.5380191336285947 0.08339065740727847 0.22113533545674713 0.5380191336285947 0.9169961545833019 15.68463218708309 15.68463218708309 51.26617801298601 51.26617801298601 59150.4540161998 59135.44206020003 17.032199885104664 17.032199885104664 17.2169613292319 4.270427758767593 5.008049594950862 17.336698157276313 100.33563745 19.26921253 0.00433614884612088 14.480633973932266 15.340383197402954 14.850318993759155 0.79 """""" """""" """""" """""" 9 False True all False False 0 2.7873564164301463 3.8782916655646487 100.33235447 19.27187152 0.0020903919564292384 16.364805979061128 17.4123818983078 16.540168832397462 0.05 False False 0.3 0.7 1.5 0.02 8 3 15.01195599976927 17.336698157276313 5.008049594950862 0.490064203643799 3.4617664678790825 -1.69181668770171 -2.3666423354727453 False 0.05 Inputed -19.537577301943376 -19.722338746070612 """""" """""" """"""
-0.15814135160012247 0.39647961872068604 -6.851606130082972 18.576891044797666 5861.834546103319 199.6582075652525 27 9 9 21.978946700226516 37 True True 2020adca 8.965008333333332 -23.009375 SNIa 0.061062 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 8.965008333333332 -23.009375 TNS 2020adca ZTF20acymtcs 2020adca SNIa 0.061062 -0.09306168892730327 0.18743685973396396 -0.028450695627537215 0.039740083629062894 0.18743685973396396 0.3512239040357841 6.997584090131225 6.997584090131225 14.98136261009529 14.98136261009529 59210.12712959992 59202.12796299998 18.23176313439334 18.23176313439334 18.33916470935364 0.6089718221156208 2.8729658922995283 12.57558687497173 8.963243255264105 -23.006282585456752 0.002296334311273296 14.617316457620262 15.748513034061194 15.004384945480227 0.97 """""" """""" """""" """""" 1 False True all False False 0 0.7 3.597122079137768 8.96553535614342 -23.0085014528011 0.05948036992420558 22.297078621997834 21.726624918301106 22.300478047021628 0.11666666666666665 False False 0.3 0.7 1.5 0.02 8 3 7.999166599940509 12.57558687497173 2.8729658922995283 0.7441280885809665 4.377214121712459 -2.483250100332146 -3.334779763873412 False 0.061062 Inputed -18.854964713615907 -18.962366288576206 """""" """""" """"""
-0.1868134110252189 0.24375876157823304 -7.146307330106355 17.184575231568033 2761.4383463105746 326.85806731143055 61 40 40 65.96598380012438 86 True True 2021jag 181.68734999999998 67.16494444444444 SNIa 0.008382 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 181.68734999999998 67.16494444444444 TNS 2021jag ZTF21aatyplr 2021jag SNIa 0.008382 1.2956451370157396 1.6363678291185053 1.3772296106322983 1.4611713283113055 1.6363678291185053 1.8217322028680698 14.412788898856007 14.412788898856007 51.55319490126837 51.55319490126837 59329.245254599955 59315.24223379977 16.534175239898467 17.866412847400856 16.534175239898467 3.0202784631188915 8.76908452033675 6.922944134171797 181.68573081085748 67.16312697391399 0.0006785393824904062 12.195287412200571 13.084909686163664 12.449477716723681 0.985 """""" """""" """""" """""" 1 False True all False False 0 1.6189019618229759 3.8014839152943796 181.68983897 67.16537116 0.004102312815330911 18.062719733732937 14.038573363173008 18.11146417481899 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.003020800184458 6.922944134171797 8.76908452033675 0.635431969439983 0.7894717080348022 -4.781503161237191 -4.0846975231747855 False 0.008382 Inputed -16.319810176709314 -14.987572569206925 """""" """""" """"""
-0.15791865029638383 0.3130992450770447 -7.003636535185018 18.486769867353985 5430.538303573987 142.80517457895775 16 13 13 35.94229169981554 48 True False 2020ibv 183.0938708333333 -14.589030555555556 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 183.0938708333333 -14.589030555555556 TNS 2020ibv ZTF20aavvzlw 2020ibv SNIa 0.07 0.027188540848367637 0.47727427173445847 0.1278408718536994 0.23612183468334536 0.47727427173445847 0.7543130471577086 9.37488900672042 9.37488900672042 26.567402693095122 26.567402693095122 58972.2514698999 58963.22631940013 18.108224094139313 18.108224094139313 18.2002383038643 2.3988055761604468 4.162986326894669 1.2834388579914369 183.09350821 -14.58896773 0.003910873438064177 16.623137074041367 17.366747386169433 16.883851571393013 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.162986326894669 1.2834388579914369 183.09350821 -14.58896773 0.003910873438064177 16.623137074041367 17.366747386169433 16.883851571393013 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.02515049977228 1.2834388579914369 4.162986326894669 0.48289581477641974 0.30829763953339795 -0.7414767079698805 -1.3163867324712868 False 0.07 Inputed -19.294927647726496 -19.386941857451482 """""" """""" """"""
-0.1465462778083574 0.36228496557614526 -5.849170297378899 18.616139904638565 4575.266788392467 213.00256230223758 17 16 16 39.93650459963828 26 True False 2019mqh 23.044361666666 -13.99022711111 SNIa 0.06443 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 23.044361666666 -13.99022711111 TNS 2019mqh ZTF18abugthp 2019mqh SNIa 0.06443 0.25181000616164084 0.5864102552258785 0.32965303102876575 0.41127390242654016 0.5864102552258785 0.7784048994399981 13.139991780849048 13.139991780849048 26.796512818789235 26.796512818789235 58707.500949100126 58695.44013890019 18.351901887976645 18.47910075149765 18.351901887976645 2.12610699586445 2.5472889769751426 0.2774420121542923 23.0443799 -13.99030212 0.0006148862215136219 15.506077469974755 16.49456257236004 15.84937581601143 0.96 """""" """""" """""" """""" 0 False True all False False 0 2.5472889769751426 0.2774420121542923 23.0443799 -13.99030212 0.0006148862215136219 15.506077469974755 16.49456257236004 15.84937581601143 0.96 False False 0.3 0.7 1.5 0.02 8 3 12.060810199938715 0.2774420121542923 2.5472889769751426 0.6451867563486093 0.10891658334098767 -1.984538179137612 -2.5025260719652156 False 0.06443 Inputed -18.9604832306397 -18.833284367118694 """""" """""" """"""
-0.03612800922990783 0.33386475995174736 -6.347699807692793 19.392312559695114 4560.2660920226845 158.80876599593495 75 34 34 35.99717599991709 44 True True 2020ygq 130.45958749999997 56.31164166666667 SNII 0.047 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 130.45958749999997 56.31164166666667 TNS 2020ygq ZTF20acnezne 2020ygq SNII 0.047 0.277584647007437 0.74862275772443 0.38454426176249257 0.49846878710891573 0.74862275772443 1.0310931447534593 51.9722716536567 51.9722716536567 -15.975095653739608 -15.975095653739608 59173.42909719981 59145.47391200019 19.15020555396372 19.50486647226844 19.15020555396372 0.46411923487736373 2.9852917614898993 8.02028075260887 130.457700022952 56.30967514493775 0.003352725380584065 15.96916685608387 16.83456333516836 16.3150271124506 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7504435976177943 3.039307084653516 130.458647379253 56.310977713189 0.011629589010910824 20.458666252336503 20.630344829463958 20.444389329543114 0.41 False False 0.3 0.7 1.5 0.02 8 3 27.955185199622065 8.02028075260887 2.9852917614898993 0.5195362227177611 2.6865986286734365 -2.6703031371000776 -2.8351784415131185 False 0.047 Inputed -17.468430748630997 -17.113769830326277 """""" """""" """"""
-0.14153125353923315 0.250037311820387 -5.1400939000512995 19.29876163961053 5354.045207130377 142.4648130882435 32 18 18 42.97862259997055 58 True True 2019mge 259.20309374999 39.148066194444 SNII 0.087 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 259.20309374999 39.148066194444 TNS 2019mge ZTF19abjioie 2019mge SNII 0.087 0.02888234920056476 0.48076808827335427 0.12991410414868199 0.23861917984088166 0.48076808827335427 0.7590281847355591 10.70673810942871 10.70673810942871 32.27188449054184 32.27188449054184 58700.25837960001 58694.20546300011 18.811705443137107 18.811705443137107 18.938568753881075 2.3639770416723276 2.1002754186062167 0.06914778237750349 259.203092357276 39.14804701711765 0.001922893253925917 17.518856534268856 18.177261531255247 17.81942579391718 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.1002754186062167 0.06914778237750349 259.203092357276 39.14804701711765 0.001922893253925917 17.518856534268856 18.177261531255247 17.81942579391718 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 6.052916599903256 0.06914778237750349 2.1002754186062167 0.3578357373380676 0.03292319748397155 -0.6344439118818599 -1.1191429599638951 False 0.087 Inputed -19.036805699419652 -19.16366901016362 """""" """""" """"""
-0.1485547569669171 0.29783755918324667 -12.476668081081927 18.869778743303954 4462.989231671652 158.99655680684762 19 11 11 36.78210650011897 45 True True 2019ari 193.84794958333 45.418147694444 SNIa 0.05434 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 193.84794958333 45.418147694444 TNS 2019ari ZTF19aailqir 2019ari SNIa 0.05434 0.3794573513159527 0.8784422421008138 0.4929145570398781 0.6136497519927069 0.8784422421008138 1.1770540153571787 7.615074226670096 7.615074226670096 29.167032273448875 29.167032273448875 58534.4244328998 58522.485960599966 18.46052487032281 18.826850483124428 18.46052487032281 2.9611784391907063 2.649293368423261 4.360193025054433 193.849614895574 45.41846476534645 0.0008912409704271429 15.214769373336434 16.279132681634426 15.600665355577469 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.649293368423261 4.360193025054433 193.849614895574 45.41846476534645 0.0008912409704271429 15.214769373336434 16.279132681634426 15.600665355577469 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 11.938472299836576 4.360193025054433 2.649293368423261 0.6784673260569569 1.6457947153090946 -2.547717801490002 -2.8598595147453416 False 0.05434 Inputed -18.476971786925066 -18.11064617412345 """""" """""" """"""
-0.19601349669542317 0.24159771431719793 -7.53843640491295 18.686853698854193 4568.429646298955 151.30334778684065 92 57 57 49.84711800003424 50 True True 2020ram 356.1371458333333 27.822074999999998 SNIa 0.068 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 356.1371458333333 27.822074999999998 TNS 2020ram ZTF20abquppg 2020ram SNIa 0.068 0.2909051137352954 0.792440625156722 0.4042666873678584 0.5253678376259217 0.792440625156722 1.0957076689235095 12.634552208121708 12.634552208121708 37.21256579191254 37.21256579191254 59081.404097199906 59068.47796300007 18.24338119777905 18.498450573699632 18.24338119777905 0.8259837201812666 0.7 2.501934894823706 356.1365549153125 27.8225331279812 0.013272121111432389 21.0744343817091 23.051493740491868 21.88836785871029 0.5 """""" """""" """""" """""" 0 False True all False False 0 0.7 2.501934894823706 356.1365549153125 27.8225331279812 0.013272121111432389 21.0744343817091 23.051493740491868 21.88836785871029 0.5 False False 0.3 0.7 1.5 0.02 8 3 12.92613419983536 2.501934894823706 0.7 1.1631258817815784 3.574192706891009 4.553043166792236 3.644986660931238 False 0.068 Inputed -19.187862804189997 -18.932793428269417 """""" """""" """"""
-0.12393455317930101 0.38753328376085533 -8.592799097027866 17.740458429791367 5590.728938047137 113.37628054371206 28 16 16 25.0353010003455 61 True False 2021mph 179.30319166666663 -16.77048611111111 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 179.30319166666663 -16.77048611111111 TNS 2021mph ZTF21abbwbja 2021mph SNIa 0.05 0.02397332383543116 0.6117632019897918 0.15166989466628777 0.2916190537173442 0.6117632019897918 0.992101278115328 18.07995974420437 18.07995974420437 6.955341256141129 6.955341256141129 59368.214004599955 59349.190069399774 17.50395149885035 17.516049040304303 17.50395149885035 0.5821581823307015 2.203743833906324 0.5787641855094234 179.30307712 -16.77060366 0.002810499537108102 17.870203698432444 18.52776850643158 18.37762575776577 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.203743833906324 0.5787641855094234 179.30307712 -16.77060366 0.002810499537108102 17.870203698432444 18.52776850643158 18.37762575776577 1.0 False False 0.3 0.7 1.5 0.02 8 3 19.02393520018086 0.5787641855094234 2.203743833906324 0.1501427486658109 0.2626277050012272 1.0117194661272784 0.8736742589154218 False 0.05 Inputed -19.250587132324927 -19.238489590870973 """""" """""" """"""
-0.14164878355678626 0.34743805157401775 -9.19191990906832 18.938398915624997 5534.751586659057 132.63358570014876 122 69 69 47.99399310024455 52 True False 2020rba 23.972908333333333 39.955975 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 23.972908333333333 39.955975 TNS 2020rba ZTF20abqosnh 2020rba SNIa 0.09 0.028922659258959982 0.5196987011745406 0.13774692092360397 0.25546012628975134 0.5196987011745406 0.8262887413910747 14.333103909542587 14.333103909542587 33.660889190701965 33.660889190701965 59082.47612270014 59066.41440969985 18.577193255213867 18.605623739744924 18.577193255213867 0.5545216890726616 0.9268533945142389 0.13626277534190742 23.97295678 39.95598232 0.0003341243599149779 17.36102424581051 18.486673408293726 17.725771759724616 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.9268533945142389 0.13626277534190742 23.97295678 39.95598232 0.0003341243599149779 17.36102424581051 18.486673408293726 17.725771759724616 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 16.06171300029382 0.13626277534190742 0.9268533945142389 0.76090164856911 0.14701653589273667 -0.11895033145119882 -0.8514214954892516 False 0.09 Inputed -19.47319138996537 -19.44476090543431 """""" """""" """"""
-0.2868039999536452 0.7972498738660645 -1.6400911221125831 15.977435376103415 6597.050856068934 245.74554989691896 13 13 13 12.097094899974763 96 True False 2018bsp 270.07625874999 15.25794 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 270.07625874999 15.25794 TNS 2018bsp ZTF18aaumvgk 2018bsp CV 0.0 -0.2620614829638104 -0.07156607041598306 -0.2176336073880094 -0.17112331762329092 -0.07156607041598306 0.03719922035942602 -0.643382781662118 -0.643382781662118 12.740477681636882 12.740477681636882 58657.44221059978 58657.23554399982 15.60186242824139 15.60186242824139 16.038606791818186 46.622882124568356 0.7683909978071543 0.24151236032351292 270.07632187 15.25791185 0.004870333368235169 21.35872104122639 21.017077983903885 21.24287027978897 0.0125 """""" """""" """""" """""" 0 False True all False False 0 0.7683909978071543 0.24151236032351292 270.07632187 15.25791185 0.004870333368235169 21.35872104122639 21.017077983903885 21.24287027978897 0.0125 False False 0.3 0.7 1.5 0.02 8 3 0.20666659995913506 0.24151236032351292 0.7683909978071543 -0.22579229588508554 0.3143092006709403 5.4152155556624955 5.204263487970785 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.1492052608399171 0.24051840166890315 -10.325102924988089 18.933728678887075 5660.466001884593 108.54399138920203 64 45 45 61.016157399863005 37 True False 2021jvy 229.74039166666665 68.16452777777778 SNIa 0.099195 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 229.74039166666665 68.16452777777778 TNS 2021jvy ZTF21aavsbkt 2021jvy SNIa 0.099195 0.03359164272276516 0.6570407809720145 0.16822883601302152 0.3163461036979527 0.6570407809720145 1.064602328700623 18.34499030916384 18.34499030916384 42.671167090699164 42.671167090699164 59336.404039400164 59317.284270800184 18.532834121373718 18.532834121373718 18.542095937664495 0.7523103752738557 2.785946625597885 12.473461225913688 229.74879715 68.16602167 0.007927654226386416 16.283220201456547 17.32330824379921 16.66625169479847 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.785946625597885 12.473461225913688 229.74879715 68.16602167 0.007927654226386416 16.283220201456547 17.32330824379921 16.66625169479847 1.0 False False 0.3 0.7 1.5 0.02 8 3 19.11976859997958 12.473461225913688 2.785946625597885 0.6570565490007425 4.477279324486982 -1.2095258775745066 -1.8758442428660267 False 0.099195 Inputed -19.72373149811562 -19.732993314406396 """""" """""" """"""
-0.11863062123949392 0.3600285811524535 -3.9550908579032633 19.07790865727967 5599.533002614347 169.6183331571255 89 46 46 49.763472199905664 34 True False 2020yst 38.692916666666655 -13.455316666666667 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 38.692916666666655 -13.455316666666667 TNS 2020yst ZTF20acobxlz 2020yst SNIa 0.09 -0.04856797049999528 0.3005603085800317 0.030773593933723475 0.11524776615736698 0.3005603085800317 0.5094041198275789 13.493614493357487 13.493614493357487 36.26985770654818 36.26985770654818 59158.28546300018 59149.44812500011 18.720007837216638 18.720007837216638 18.793209783087683 0.5954888241073736 3.7279275256943905 2.891996071612687 38.69368265 -13.4556173 0.002999478317533333 16.41034509420991 21.837021065616607 23.27 1.0 """""" """""" """""" """""" 1 False True all False False 0 1.1039560911191333 1.604702037580973 38.69331547 -13.45553635 0.003142689086559125 19.301246781766416 17.331824150156976 20.801415806400776 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.837338000070304 2.891996071612687 3.7279275256943905 -1.4329789343833923 0.7757651004961539 3.117013228399969 4.476790216912317 False 0.09 Inputed -19.257174862091553 -19.330376807962597 """""" """""" """"""
-0.12605208834992132 0.3287834555555925 -11.139403916366055 19.028521002169278 3798.1200687065984 214.53499856889664 29 7 7 24.011226799804717 54 True True 2019smb 136.17108291666 42.053939 SNIc 0.028 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 136.17108291666 42.053939 TNS 2019smb ZTF19aceqvhl 2019smb SNIc 0.028 0.6314946785420332 1.039352194593274 0.726711112475801 0.8263140992058382 1.039352194593274 1.2720331375579548 6.696674312349819 6.696674312349819 17.314552487454897 17.314552487454897 58776.505671299994 58767.49416670017 18.781908429461172 19.355216312689183 18.781908429461172 5.555375592065175 3.0771599434647374 4.9700536385675225 136.1716229518695 42.0526179461552 0.0008045861867672643 14.705793217256666 15.738432756983638 15.056531889635323 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 3.0771599434647374 4.9700536385675225 136.1716229518695 42.0526179461552 0.0008045861867672643 14.705793217256666 15.738432756983638 15.056531889635323 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 9.011504599824548 4.9700536385675225 3.0771599434647374 0.6819008673483147 1.6151430961926132 -3.6167835557055454 -3.7253765398258487 False 0.028 Inputed -16.701994323531085 -16.128686440303074 """""" """""" """"""
-0.11229474750564736 0.2421216291280332 -6.731936258436363 18.368201937159576 6067.73817462871 134.6443164909318 73 44 44 59.83041669987142 75 True True 2020ufx 322.65267916666664 24.673719444444444 SNII 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 322.65267916666664 24.673719444444444 TNS 2020ufx ZTF20acedqis 2020ufx SNII 0.05 -0.11647023214556285 0.3133446805890756 -0.021350524982686636 0.08167453758095533 0.3133446805890756 0.582593858297777 9.926581631528581 9.926581631528581 49.90383506834284 49.90383506834284 59121.29166670004 59117.26343750022 17.66202936862531 17.66202936862531 17.87636759263225 4.257945240391501 2.126178979717237 1.9897911501471508 322.6530343542675 24.674168138343347 0.0011901332798478492 16.594504620556833 17.330411045160293 16.875157058515548 0.985 """""" """""" """""" """""" 0 False True all False False 0 2.126178979717237 1.9897911501471508 322.6530343542675 24.674168138343347 0.0011901332798478492 16.594504620556833 17.330411045160293 16.875157058515548 0.985 False False 0.3 0.7 1.5 0.02 8 3 4.0282291998155415 1.9897911501471508 2.126178979717237 0.45525398664474537 0.9358530815744286 -0.3316183234650154 -1.0012105341167015 False 0.05 Inputed -18.878171038543027 -19.092509262549967 """""" """""" """"""
-0.19673270652100894 0.19996025523057115 -6.369997746228544 16.63407052034644 5968.481548785873 120.8253583451147 78 53 53 74.87120370008051 65 True False 2020uec 317.4522083333333 15.148580555555554 SNIa 0.016 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 317.4522083333333 15.148580555555554 TNS 2020uec ZTF20acdafau 2020uec SNIa 0.016 -0.09259202562529723 0.40522120256903094 0.016139395742136742 0.13490379526894003 0.40522120256903094 0.7241699607247014 15.738989190304853 15.738989190304853 59.13221450977566 59.13221450977566 59129.171643500216 59115.24450229993 15.998513803874324 15.998513803874324 16.209529474442093 5.979922231006998 3.511956637419444 8.165940329086762 317.45308893 15.14647752 0.003351421942806798 15.772765115952492 16.98642146072388 16.05960164849758 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 5.107310799102337 317.45186003 15.14720227 0.04012146048890397 20.933237548804282 19.62947085638046 21.356764648914336 0.5 False False 0.3 0.7 1.5 0.02 8 3 13.927141200285405 8.165940329086762 3.511956637419444 0.9268198122262987 2.325182561219499 0.9879076568495542 -0.1499278259445127 False 0.016 Inputed -18.05259894865348 -18.263614619221247 """""" """""" """"""
-0.13043544402235535 0.3278793764815684 -8.731534875621211 18.496960604710807 5378.763346982496 92.94848735829598 25 17 17 30.00586810009554 25 True False 2021hoy 199.61869166666665 -4.1269 SNIa 0.061 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 199.61869166666665 -4.1269 TNS 2021hoy ZTF21aarejnt 2021hoy SNIa 0.061 0.10484603479802601 0.8954820066331912 0.27180067934057917 0.45808421557356027 0.8954820066331912 1.4326422749239072 10.84333535172452 10.84333535172452 19.16253274837102 19.16253274837102 59315.2942476999 59304.26850689994 17.99873842735075 17.99873842735075 18.271962030152693 1.5947349050659057 2.0565694015215157 1.4686976030680219 199.61846197 -4.12723757 0.0004810602472755665 15.592180417609216 16.391739773368837 15.961359581196309 0.9700000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.0565694015215157 1.4686976030680219 199.61846197 -4.12723757 0.0004810602472755665 15.592180417609216 16.391739773368837 15.961359581196309 0.9700000000000001 False False 0.3 0.7 1.5 0.02 8 3 11.025740799959749 1.4686976030680219 2.0565694015215157 0.4303801921725281 0.7141493022221533 -1.6069986539819148 -2.3106024489563843 False 0.061 Inputed -18.919930565624117 -19.19315416842606 """""" """""" """"""
-0.15404059381137247 0.33335454179667234 -6.988952198156801 18.803534868668038 6231.742351408762 85.64805554521129 36 29 29 32.95179399987683 25 True False 2019mfv 19.090807916666 -17.75439286111 SNIa 0.083 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 19.090807916666 -17.75439286111 TNS 2019mfv ZTF19abkdrir 2019mfv SNIa 0.083 -0.11038850162657354 0.634602364922479 0.04348759316664186 0.21764416281228804 0.634602364922479 1.158155135860877 14.133781443424983 14.133781443424983 18.818012556451844 18.818012556451844 58707.416493100114 58693.42531249998 18.31204378006895 18.31204378006895 18.470320550593797 0.5998553648822875 1.4391319257202502 7.399061358508962 19.09189512 -17.75616829 0.0011847968757568994 15.205849167275428 16.184161277019978 15.548700545537471 0.49000000000000005 """""" """""" """""" """""" 1 False True all False False 0 1.3270748498348293 4.006128286911308 19.08967638 -17.75411531 0.01557363222304442 19.926916466677188 22.318201322197915 21.78435669142008 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.991180600132793 7.399061358508962 1.4391319257202502 0.6354607314825067 5.141336403058332 -2.1278825030489728 -2.921620005056326 False 0.083 Inputed -19.40097292954454 -19.559249700069387 """""" """""" """"""
-0.010566400511851858 0.5011435468369803 -18.105587001041396 17.73759848686232 4877.539343127345 170.04654639063375 24 16 16 59.941608800087124 54 True False 2019asz 225.3545725 -13.79126711111 SNII 0.025 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 225.3545725 -13.79126711111 TNS 2019asz ZTF19aamowaf 2019asz SNII 0.025 0.27634096218640636 0.712205510069861 0.37594464550470263 0.48159998439778207 0.712205510069861 0.9706065653187039 59.21464479028276 59.21464479028276 0.7269640098043624 0.7269640098043624 58569.37680559978 58557.4395486 17.66335140524855 17.689972573782633 17.66335140524855 1.2893763403340655 8.849208803608226 10.245203334783852 225.35707269 -13.78978275 0.005373398695641796 14.707927653074265 15.603242879724501 14.950272456216812 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.8036504919817928 9.131937055199463 225.35680539 -13.78995102 0.07255030746518332 20.26089549636841 21.02598393073082 19.694229332256317 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.937256999779493 10.245203334783852 8.849208803608226 0.6529704235076892 1.1577535983337195 -2.086729694058132 -2.7130789490317397 False 0.025 Inputed -17.57283336565919 -17.546212197125108 """""" """""" """"""
-0.14687815840380408 0.2345825494930254 -6.986627064920071 18.775593139339726 5556.237507158357 96.80255486089607 35 24 24 47.9817940001376 64 True True 2019hud 214.02254208333 45.660111 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 214.02254208333 45.660111 TNS 2019hud ZTF19aazxcvl 2019hud SNIa 0.06 0.027531733124995128 0.7401977307619347 0.17870420395838238 0.3469154874715592 0.7401977307619347 1.2203309721044988 15.905457694493698 15.905457694493698 32.0763363056439 32.0763363056439 58663.22017360013 58650.19986109994 18.36265748738944 18.36265748738944 18.378472889136358 1.9055555087860274 1.932088782821845 1.3178709691872141 214.022076252558 45.659943633718896 0.002420226114895896 17.897155427960456 18.37792556826353 18.168009888688623 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.932088782821845 1.3178709691872141 214.022076252558 45.659943633718896 0.002420226114895896 17.897155427960456 18.37792556826353 18.168009888688623 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 13.020312500186265 1.3178709691872141 1.932088782821845 0.20991567957490886 0.6820964858884195 0.015268080874090373 -0.21046300044773503 False 0.06 Inputed -18.777028092061443 -18.79284349380836 """""" """""" """"""
-0.013385922557116346 0.3431969778116734 -21.092466079577655 19.576231779043276 4541.4160796770375 259.09029941745735 49 28 28 70.87164349993691 35 True True 2021crx 200.47489999999996 8.605649999999999 SNII 0.066866 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 200.47489999999996 8.605649999999999 TNS 2021crx ZTF21aakigqr 2021crx SNII 0.066866 0.3543274605425957 0.6417838829122324 0.42212104419867913 0.49257408578317907 0.6417838829122324 0.8026387441254279 101.66608279230746 101.66608279230746 -30.794439292370548 -30.794439292370548 59297.290011600126 59254.425150500145 19.238142366864817 19.444161575948222 19.238142366864817 0.8036408704289174 1.8164346506527635 2.6060860933038823 200.4743774980575 8.605142896694755 0.0015985852164138725 17.111704927730557 17.791634894281625 17.391404720780848 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.8164346506527635 2.6060860933038823 200.4743774980575 8.605142896694755 0.0015985852164138725 17.111704927730557 17.791634894281625 17.391404720780848 1.0 False False 0.3 0.7 1.5 0.02 8 3 42.86486109998077 2.6060860933038823 1.8164346506527635 0.40023017350077694 1.4347260400297612 -1.6525266816665969 -1.8467376460839695 False 0.066866 Inputed -18.156028034683906 -17.950008825600502 """""" """""" """"""
-0.13439903964450656 0.3654307621387468 -4.903518984836987 18.086608263365605 6127.176930237196 123.29616402715484 26 13 13 40.005358799826354 40 True False 2018kwq 53.258927499999 25.599543416666 SNIa 0.069 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 53.258927499999 25.599543416666 TNS 2018kwq ZTF18aczqtpt 2018kwq SNIa 0.069 -0.14076392742894583 0.32577777806027797 -0.038741908772241374 0.07261074966386971 0.32577777806027797 0.6240243019859761 11.615150682732175 11.615150682732175 28.39020811709418 28.39020811709418 58483.13858800009 58474.11013890011 17.61727400007894 17.61727400007894 17.873820782621774 3.1966827653717256 1.4688740975207697 0.9940602355693724 53.25865006 25.59942661 0.004315393942812551 19.383123354291914 20.324395955944063 23.27 0.9833333333333334 """""" """""" """""" """""" 0 False True all False False 0 1.4688740975207697 0.9940602355693724 53.25865006 25.59942661 0.004315393942812551 19.383123354291914 20.324395955944063 23.27 0.9833333333333334 False False 0.3 0.7 1.5 0.02 8 3 9.02844909997657 0.9940602355693724 1.4688740975207697 -2.945604044055937 0.6767497890031494 2.707121955865123 5.396179217378226 False 0.069 Inputed -19.589612880650485 -19.84615966319332 """""" """""" """"""
-0.1646623855917954 0.38924756933875015 -3.7098860256232604 18.99497436540227 5417.778890476067 87.24513893913641 32 21 21 26.965509300120175 47 True True 2019cgj 162.66957416666 16.260329805555 SNIa 0.0846 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 162.66957416666 16.260329805555 TNS 2019cgj ZTF18acerdie 2019cgj SNIa 0.0846 0.02142879066111192 0.827784568918414 0.18939415077023725 0.378449466647762 0.827784568918414 1.3876558627739257 10.02540010497446 10.02540010497446 16.940109195145713 16.940109195145713 58567.253564800136 58559.248425900005 18.7394416394414 18.7394416394414 18.843540362053748 0.7301603554043135 0.9978374887609689 0.23383650038461662 162.6695109351675 16.2603066897357 0.0002865173925428177 16.953610281804202 18.086367483956813 17.377531121639016 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 0.9978374887609689 0.23383650038461662 162.6695109351675 16.2603066897357 0.0002865173925428177 16.953610281804202 18.086367483956813 17.377531121639016 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 8.005138900130987 0.23383650038461662 0.9978374887609689 0.7088363623177969 0.2343432703405193 -0.6530741554845854 -1.4660092404147314 False 0.0846 Inputed -19.069966828604088 -19.174065551216437 """""" """""" """"""
-0.13569285741216608 0.5412885508662385 -3.465458024840541 18.137767999014628 4548.625314424767 95.14736575923484 86 45 45 40.944687500130385 57 True True 2020rlj 345.2900583333333 23.487222222222222 SNIa 0.045 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 345.2900583333333 23.487222222222222 TNS 2020rlj ZTF20abtctgr 2020rlj SNIa 0.045 0.2759522627221678 1.132063016793083 0.4581629461146228 0.6604107557984058 1.132063016793083 1.7069553765386125 14.213372299865512 14.213372299865512 26.731315200264874 26.731315200264874 59090.456666700076 59077.30130789988 17.98068145310758 18.259847780657022 17.98068145310758 0.91584540288264 2.760168202112331 10.201235383725686 345.290046987851 23.48438856483215 0.0010836687852334714 14.09049249059677 15.299116463637352 14.495402907948495 0.89 """""" """""" """""" """""" 1 False True all False False 0 0.7 3.0923796198090345 345.290603630371 23.4879206160681 0.12414072081505234 23.649698491134643 23.30973474582672 23.266478334484102 0.05 False False 0.3 0.7 1.5 0.02 8 3 13.155358800198883 10.201235383725686 2.760168202112331 0.8037135556888568 3.695874539790284 -2.96073131701967 -3.4852785451590833 False 0.045 Inputed -18.542493986640324 -18.26332765909088 """""" """""" """"""
-0.16256401521527014 0.2825920926069826 -2.9038211377502887 19.14073536113139 5786.990369829271 189.56891267756413 54 36 36 43.81620380003005 36 True True 2020ixo 233.81325416666664 31.221516666666666 SNIa 0.100215 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 233.81325416666664 31.221516666666666 TNS 2020ixo ZTF20aaxmtxg 2020ixo SNIa 0.100215 -0.10075333854089408 0.19446256788023675 -0.0330576265446787 0.038598203096249506 0.19446256788023675 0.3682382311102401 13.831815265795395 13.831815265795395 29.984388534234657 29.984388534234657 58977.40241899993 58968.44064809987 18.581792853339685 18.640048108166006 18.581792853339685 0.811915396962494 1.626600507203299 3.609171405710337 233.8144127394125 31.221363491859798 0.0013389838058619485 16.659273951371908 17.581935675234796 16.983974541884663 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.626600507203299 3.609171405710337 233.8144127394125 31.221363491859798 0.0013389838058619485 16.659273951371908 17.581935675234796 16.983974541884663 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 8.961770900059491 3.609171405710337 1.626600507203299 0.5979611333501325 2.2188431576944345 -1.0581124329312104 -1.597818311455022 False 0.100215 Inputed -19.706709875166673 -19.648454620340353 """""" """""" """"""
-0.11192433175769856 0.3320658695331513 -6.234420867814408 19.822093027967156 5401.674683668088 212.9368553368438 21 10 10 25.004409700166434 73 True False 2020rmy 310.1566125 -3.5216527777777777 SNIa 0.138 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 310.1566125 -3.5216527777777777 TNS 2020rmy ZTF20abtzhfc 2020rmy SNIa 0.138 0.007350384733918247 0.2905146252006645 0.07301822752258502 0.14201912676542605 0.2905146252006645 0.45386824571573214 16.594117610815264 16.594117610815264 8.41029208935117 8.41029208935117 59086.274131900165 59073.295300900005 19.53595393430498 19.53595393430498 19.572443823187562 0.5363322370796292 2.4054909229366643 5.5149404888600095 310.155565 -3.52277246 0.003809642839902816 16.958942688179015 17.864710206985475 17.28096724419594 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.4054909229366643 5.5149404888600095 310.155565 -3.52277246 0.003809642839902816 16.958942688179015 17.864710206985475 17.28096724419594 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.978831000160426 5.5149404888600095 2.4054909229366643 0.5837429627895361 2.2926465596998704 -1.6712437273195064 -2.291476578991624 False 0.138 Inputed -19.427022894359197 -19.46351278324178 """""" """""" """"""
-0.20493321603430248 0.20008901546513033 -13.976060429176789 17.02995927815651 5266.873040537038 119.28565576513579 72 38 38 68.8342707999982 23 True False 2021aip 159.34190833333332 -7.3668 SNIa 0.026 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 159.34190833333332 -7.3668 TNS 2021aip ZTF21aaejeyu 2021aip SNIa 0.026 0.17126975365652441 0.783919767984397 0.30574420179932815 0.45213737042377744 0.783919767984397 1.1737902097064854 14.880486353021942 14.880486353021942 53.95378444697625 53.95378444697625 59249.4243981 59228.419155099895 16.6860404828939 16.6860404828939 16.733542067633675 8.53184319490079 2.8204989913902345 5.263704733527248 159.34330834 -7.36634168 0.002458075354477618 16.242400036621095 17.20354810295105 16.540425788784027 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.38914039247051485 5.027524149635231 159.34050426 -7.36669371 0.02683323211608002 20.500462379693985 21.834595662379265 21.01314110379219 0.0 False False 0.3 0.7 1.5 0.02 8 3 21.00524300010875 5.263704733527248 2.8204989913902345 0.6631223141670226 1.8662317375737647 0.5175076200571489 -0.19311627884964722 False 0.026 Inputed -18.58835335857366 -18.635854943313433 """""" """""" """"""
-0.14146589871523682 0.4565092101268475 -7.245902242767825 18.36496135985672 5992.441882206951 166.1641556138186 59 33 33 41.94850690010935 64 True False 2020bja 108.45398333333333 35.836355555555556 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 108.45398333333333 35.836355555555556 TNS 2020bja ZTF20aairvsi 2020bja SNIa 0.07 -0.10894978376077091 0.23096583410778493 -0.03195807301798581 0.050191426546525975 0.23096583410778493 0.4354729349541344 15.408620510391826 15.408620510391826 26.539886389717523 26.539886389717523 58890.30680559995 58873.19528939994 18.002402955695594 18.002402955695594 18.231673732395045 0.7788928651042709 0.7127447685214094 4.314324905803036 108.45511558 35.83558506 0.163426767843444 23.273488523364065 24.47122530403137 24.292529870581628 0.5 """""" """""" """""" """""" 0 False True all False False 0 0.7127447685214094 4.314324905803036 108.45511558 35.83558506 0.163426767843444 23.273488523364065 24.47122530403137 24.292529870581628 0.5 False False 0.3 0.7 1.5 0.02 8 3 17.111516200006008 0.0 0.0 0.0 0.0 5.637597044304407 5.038326267604955 True 0.07 Inputed -19.26349221919575 -19.492762995895202 """""" """""" """"""
-0.16583797647089127 0.28062151635189764 -9.397626087286795 18.482082928737142 5159.065613249116 160.52104468543334 64 27 27 38.977071799803525 51 True False 2020biz 106.82370416666664 43.31648055555555 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 106.82370416666664 43.31648055555555 TNS 2020biz ZTF18aadzfso 2020biz SNIa 0.05 0.11412937680053759 0.5332183228082101 0.2091586516652768 0.31047586649905057 0.5332183228082101 0.7850232866867977 12.387440798986225 12.387440798986225 26.5896310008173 26.5896310008173 58890.30814810004 58876.18567130016 18.10121519244474 18.10121519244474 18.16319177308145 1.4721069431269282 2.1061144290004314 0.27985731114751194 106.82370726 43.31640285 0.0004160330357554365 15.490488421201706 16.56825097990036 15.89000307483673 0.96 """""" """""" """""" """""" 0 False True all False False 0 2.1061144290004314 0.27985731114751194 106.82370726 43.31640285 0.0004160330357554365 15.490488421201706 16.56825097990036 15.89000307483673 0.96 False False 0.3 0.7 1.5 0.02 8 3 14.122476799879223 0.27985731114751194 2.1061144290004314 0.6782479050636283 0.1328784928748307 -1.5329642125443819 -2.27318869824472 False 0.05 Inputed -18.591346858093825 -18.653323438730535 """""" """""" """"""
-0.11386107662412472 0.22897495963900757 -19.37308438508649 17.665777177367893 5232.586497272392 136.209562600709 23 23 23 65.03824080014601 55 True True 2018inf 202.98374124999 44.139359694444 SNIa 0.0335 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 202.98374124999 44.139359694444 TNS 2018inf ZTF18acnbgrb 2018inf SNIa 0.0335 0.2206018283854121 0.7624349649988069 0.3415751438123813 0.47183822251186314 0.7624349649988069 1.0972065604099441 -6.387539128023336 -6.387539128023336 71.42577992816935 71.42577992816935 58437.555914400145 58437.517222200055 17.50445119884826 17.609523642199832 17.50445119884826 4.57715889487853 3.469730863823415 4.130310615330812 202.983524748757 44.14049643403875 0.0008293182299635715 14.691301983186007 15.738848919894696 15.044754692842364 0.985 """""" """""" """""" """""" 0 False True all False False 0 3.469730863823415 4.130310615330812 202.983524748757 44.14049643403875 0.0008293182299635715 14.691301983186007 15.738848919894696 15.044754692842364 0.985 False False 0.3 0.7 1.5 0.02 8 3 0.03869220009073615 4.130310615330812 3.469730863823415 0.6940942270523323 1.1903835707820525 -1.8706747223051359 -2.459696506005894 False 0.0335 Inputed -18.371838784296724 -18.26676634094515 """""" """""" """"""
-0.121200808464303 0.3868186588690078 -8.393254005857612 19.165535336141062 5449.063276128902 66.78587989785719 73 40 40 33.81158560002223 71 True True 2021vku 322.3870583333333 8.079133333333333 SNIa 0.097 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 322.3870583333333 8.079133333333333 TNS 2021vku ZTF21abrotmc 2021vku SNIa 0.097 0.13261938251677208 1.3568878516551877 0.37476189314769215 0.6561579587805184 1.3568878516551877 2.2832063065868695 12.333541322762361 12.333541322762361 21.478044277259865 21.478044277259865 59448.27290510014 59435.382685199846 18.693739557891703 18.882556852967838 18.693739557891703 0.7366578633988192 0.9924920671419925 0.5673036151175195 322.386932154886 8.07922938692807 0.0005120698580416416 17.64668851433754 18.866506491465568 18.057712813291552 1.0 """""" """""" """""" """""" 0 False True all False False 0 0.9924920671419925 0.5673036151175195 322.386932154886 8.07922938692807 0.0005120698580416416 17.64668851433754 18.866506491465568 18.057712813291552 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.890219900291413 0.5673036151175195 0.9924920671419925 0.8087936781740162 0.571595112846738 -0.016050361502269794 -0.6360267446001515 False 0.097 Inputed -19.52250246702283 -19.333685171946694 """""" """""" """"""
-0.1480880556453685 0.24494047644964417 -10.406120060732402 17.016229164282407 4859.900839959663 140.7622020468221 49 25 25 67.77855319995433 43 True True 2019kg 175.69062499999 21.71485 SNIa 0.037 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 175.69062499999 21.71485 TNS 2019kg ZTF19aabyppp 2019kg SNIa 0.037 0.2294892029789395 0.7541400491220287 0.34707290620760745 0.4733764657679558 0.7541400491220287 1.0761347974180353 18.99829785258928 18.99829785258928 48.780255347365056 48.780255347365056 58511.38021990005 58491.47515049996 16.63900412776004 16.764278335693383 16.63900412776004 6.115719144424231 1.2917243460973447 0.28800163249828514 175.690599677609 21.71477353676175 0.002580617718293321 19.17000216457069 19.556977389633655 19.260405739628077 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.2917243460973447 0.28800163249828514 175.690599677609 21.71477353676175 0.002580617718293321 19.17000216457069 19.556977389633655 19.260405739628077 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 19.905069400090724 0.28800163249828514 1.2917243460973447 0.2965716500055784 0.22295904955915516 2.7926990539402716 2.6214016118680377 False 0.037 Inputed -19.454929071491076 -19.32965486355773 """""" """""" """"""
-0.03511871065669591 0.6490304460624504 -19.409372469460948 18.098973589242245 8979.451677885008 646.7963997203836 74 56 56 72.88538190023974 38 True False 2021hcz 54.874624999999995 -18.6917 SNIa 0.001769 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 54.874624999999995 -18.6917 TNS 2021hcz ZTF21abtcftb 2021hcz SNIa 0.001769 -0.5207405558862064 -0.4717876573030999 -0.5088435749339055 -0.49672149001867894 -0.4717876573030999 -0.44591013409913316 -7.1003883687825695 -7.1003883687825695 79.98577026902231 79.98577026902231 59439.44332179986 59439.44332179986 17.408865751636725 17.408865751636725 17.988731790609492 3.4252488488216213 8.62291240481016 18.056847428350775 54.87840787 -18.68819037 0.0004310616918602461 10.858783302593231 11.870883628630638 11.286306561851502 0.12000000000000002 """""" """""" """""" """""" 0 False True all False False 0 8.62291240481016 18.056847428350775 54.87840787 -18.68819037 0.0004310616918602461 10.858783302593231 11.870883628630638 11.286306561851502 0.12000000000000002 False False 0.3 0.7 1.5 0.02 8 3 0.0 18.056847428350775 8.62291240481016 0.5845770667791363 2.0940543728912333 -5.537982123006087 -6.70242522875799 False 0.001769 Inputed -11.483372879971727 -12.063238918944494 """""" """""" """"""
-0.12377518952084732 0.44308551611726643 -10.190575611823386 18.435032771834994 5831.4967196969665 134.0481694592873 25 13 13 30.93068279977888 133 True True 2019mju 268.55004208333 4.766931 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 268.55004208333 4.766931 TNS 2019mju ZTF19abjswdz 2019mju SNIa 0.09 -0.0326731978942405 0.42998240000346755 0.06989219822880699 0.18085496878696006 0.42998240000346755 0.7190336981816046 13.31683283760496 13.31683283760496 17.61384996217392 17.61384996217392 58711.23377310019 58694.302743100096 18.17608961265866 18.17608961265866 18.267517727215182 0.7633838664413514 4.199487749302934 4.492948123338946 268.5500006492765 4.765683642083105 0.0012595496869619582 14.807032743844985 15.877739224071503 15.133774004592896 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.199487749302934 4.492948123338946 268.5500006492765 4.765683642083105 0.0012595496869619582 14.807032743844985 15.877739224071503 15.133774004592896 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.931030000094324 4.492948123338946 4.199487749302934 0.743965219478607 1.069880040508446 -2.298350388587158 -3.1337437226222864 False 0.09 Inputed -19.782866917964053 -19.874295032520575 """""" """""" """"""
-0.24513443267566487 0.3052481811500362 -4.897983039644186 18.130955156009733 3890.2643968014113 171.3043136965806 41 26 26 34.927592599764466 82 True True 2021fnr 219.50787916666664 10.184022222222222 SNIa 0.026949 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 219.50787916666664 10.184022222222222 TNS 2021fnr ZTF21aapjmda 2021fnr SNIa 0.026949 0.5391909055036024 1.0387570415287755 0.6537262200832501 0.7749512286299947 1.0387570415287755 1.3333743257252166 4.9682351909471425 4.9682351909471425 29.959357408817326 29.959357408817326 59295.3993981001 59290.3739120001 17.75021992412262 18.2680128148473 17.75021992412262 1.9353155167430156 3.2664279506156726 16.878323982060035 219.5042568093865 10.180977567640848 0.002856238014920409 14.196089455073476 15.275361021389962 14.545417747660876 0.9800000000000001 """""" """""" """""" """""" 10 False True all False False 0 0.7 1.010124849990628 219.507607535741 10.1839370511719 0.02112614493187215 23.026547893096208 23.16178107694149 23.666439814844132 0.15 False False 0.3 0.7 1.5 0.02 8 3 5.025486099999398 16.878323982060035 3.2664279506156726 0.7299432737290861 5.167211472972708 -2.9926517934573376 -3.2048021764617456 False 0.026949 Inputed -17.65003701485803 -17.13224412413335 """""" """""" """"""
-0.18468038160927974 0.18101681736826222 -13.733027969118815 16.54707526196126 4983.817986786291 143.4898199574203 59 26 26 70.79775469982997 22 True True 2019kf 156.82262749999 26.533085611111 SNIa 0.021 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 156.82262749999 26.533085611111 TNS 2019kf ZTF19aabyheu 2019kf SNIa 0.021 0.22407581864598924 0.7356017361398521 0.3389471899423384 0.46217945114968373 0.7356017361398521 1.0484237954307787 14.351160264742427 14.351160264742427 56.44659443508754 56.44659443508754 58510.28364579985 58491.4541782001 16.12140849756229 16.148535867693244 16.12140849756229 5.70993310441729 4.417001117310611 3.5686635857527396 156.821614391355 26.53348698416585 0.0012234424108038544 14.768069837200642 15.78065677946925 15.118859691823722 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.417001117310611 3.5686635857527396 156.821614391355 26.53348698416585 0.0012234424108038544 14.768069837200642 15.78065677946925 15.118859691823722 1.0 False False 0.3 0.7 1.5 0.02 8 3 18.82946759974584 3.5686635857527396 4.417001117310611 0.6617970876455281 0.8079381215836322 -0.36787908822399373 -1.0025488057385665 False 0.021 Inputed -18.733983448307686 -18.70685607817673 """""" """""" """"""
-0.16416216757457924 0.2531271913757925 -5.25318132161629 18.999451828935662 5819.681394352891 119.42858621152169 219 140 140 60.95061339996755 58 True True 2020lgh 267.15558749999997 60.706652777777784 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 267.15558749999997 60.706652777777784 TNS 2020lgh ZTF20abbozif 2020lgh SNIa 0.09 -0.0716693446190142 0.4417468686784858 0.0403655544537429 0.16281028572419842 0.4417468686784858 0.7712515497309056 15.965780884116644 15.965780884116644 44.984832515850904 44.984832515850904 59005.2041782001 58992.35415509995 18.42090927736212 18.42090927736212 18.550427898404404 1.1337514631949814 1.5706522086698045 0.6641778450938975 267.1555470754305 60.706836208345806 0.001622420185275808 18.002673429609537 18.668386181156635 18.271927862855197 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.5706522086698045 0.6641778450938975 267.1555470754305 60.706836208345806 0.001622420185275808 18.002673429609537 18.668386181156635 18.271927862855197 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.850023100152612 0.6641778450938975 1.5706522086698045 0.39645831830143763 0.4228675459963183 0.2474769037945137 -0.2785000355492073 False 0.09 Inputed -19.49995674677483 -19.629475367817115 """""" """""" """"""
-0.1401913930318775 0.3820980288409876 -3.062559984357624 19.22967128178715 5502.820062858443 212.37560049252798 41 22 22 39.957905100192875 42 True True 2018lpe 241.73980958333 59.015209305555 SNIa 0.11 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 241.73980958333 59.015209305555 TNS 2018lpe ZTF18aaxrvzj 2018lpe SNIa 0.11 -0.03740316481199102 0.23684221863408794 0.026138080938672204 0.09294464600003849 0.23684221863408794 0.3953049416465362 12.802613905984401 12.802613905984401 27.155291194208473 27.155291194208473 58281.2665856001 58272.26401619986 18.960625884137986 18.960625884137986 19.001074058334673 0.7433356304127685 0.7846251578209414 0.38664169760017647 241.7396397073985 59.0152716488596 0.01061716281138081 22.287649804023502 22.85881733776927 22.12914377485871 0.51 """""" """""" """""" """""" 0 False True all False False 0 0.7846251578209414 0.38664169760017647 241.7396397073985 59.0152716488596 0.01061716281138081 22.287649804023502 22.85881733776927 22.12914377485871 0.51 False False 0.3 0.7 1.5 0.02 8 3 9.002569400239736 0.38664169760017647 0.7846251578209414 0.7296735629105591 0.4927724961992763 3.8981914536312843 3.1280697165240383 False 0.11 Inputed -19.494085724095015 -19.534533898291702 """""" """""" """"""
-0.04594627068124781 0.4465160293871361 -30.909743441120924 18.596923928263873 5343.794477754533 356.2313533850069 40 36 36 68.85332180000842 63 True False 2021swi 10.346666666666666 -15.618730555555556 AGN 0.055 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 10.346666666666666 -15.618730555555556 TNS 2021swi ZTF21abkqvdo 2021swi AGN 0.055 0.10389547523590892 0.2784561049049401 0.14565318552733686 0.1886478496283175 0.2784561049049401 0.3735420937343754 -13.36142086189854 -13.36142086189854 82.21474266190695 82.21474266190695 59405.43714120006 59405.43714120006 18.54827803130979 18.78282813637241 18.54827803130979 0.8569614628484843 0.7501435098067737 0.12293630265847308 10.34663445 -15.61874482 0.00025311845308184644 17.55061672641635 18.498534757328034 17.873613575905562 0.8800000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.7501435098067737 0.12293630265847308 10.34663445 -15.61874482 0.00025311845308184644 17.55061672641635 18.498534757328034 17.873613575905562 0.8800000000000001 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.12293630265847308 0.7501435098067737 0.6249211814224722 0.16388371165157414 -0.28429337904437446 -0.6746644554042263 False 0.055 Inputed -18.41576787537513 -18.18121777031251 """""" """""" """"""
-0.16775096769220052 0.20960272910194572 -5.993792921045116 18.749158407894292 5654.978085034815 163.79092292289786 26 12 12 40.898020799737424 78 True True 2019ost 315.16157208333 -16.81942583333 SNIa 0.073 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 315.16157208333 -16.81942583333 TNS 2019ost ZTF19abrsuah 2019ost SNIa 0.073 -0.04409686738689089 0.320388760728747 0.03846296301837526 0.12655084354753754 0.320388760728747 0.5396931993244287 12.18542731762168 12.18542731762168 28.712593482115743 28.712593482115743 58726.24267360009 58717.37810190022 18.285172129641975 18.285172129641975 18.385064071183756 2.244461252875613 1.240809805570613 2.122995479024701 315.161089526404 -16.81905921907695 0.004815205407853185 19.391694562370777 20.434018848526478 19.45241649082899 0.8562500000000001 """""" """""" """""" """""" 0 False True all False False 0 1.240809805570613 2.122995479024701 315.161089526404 -16.81905921907695 0.004815205407853185 19.391694562370777 20.434018848526478 19.45241649082899 0.8562500000000001 False False 0.3 0.7 1.5 0.02 8 3 8.864571699872613 2.122995479024701 1.240809805570613 0.9816023576974864 1.7109757430135688 2.148846718884503 1.0673524196452355 False 0.073 Inputed -19.202681255311663 -19.302573196853444 """""" """""" """"""
-0.1754625217705857 0.20270877780495977 -4.402776621231478 18.753793385303165 6109.963652108704 86.24579042007403 44 35 35 57.95668979967013 71 True False 2020ixn 271.5793208333333 36.63328055555556 SNIa 0.074 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 271.5793208333333 36.63328055555556 TNS 2020ixn ZTF20aaxxcms 2020ixn SNIa 0.074 -0.12368125375078165 0.6066895832916614 0.027286878891398914 0.19807504651105035 0.6066895832916614 1.1192644491464954 15.675643292621944 15.675643292621944 42.28104650704819 42.28104650704819 58978.394872699864 58967.41232640017 18.071835107294167 18.071835107294167 18.29639791935167 1.271026420837606 3.4961000160106286 4.957255260753127 271.58023662 36.63211604 0.005708505929188146 17.076554089546203 19.092573224294185 21.286182982683183 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.4961000160106286 4.957255260753127 271.58023662 36.63211604 0.005708505929188146 17.076554089546203 19.092573224294185 21.286182982683183 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.982546299695969 4.957255260753127 3.4961000160106286 -2.193609758388998 1.417938628200291 1.0207381170000183 2.9897850633315137 False 0.074 Inputed -19.321374354107697 -19.5459371661652 """""" """""" """"""
-0.00201281593072825 0.34782914453650293 -7.715743104950656 18.201832565139163 4479.697443268344 221.46414176104747 55 33 33 74.00761570036411 77 True True 2019cec 205.41975 55.669639 SNII 0.02597 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 205.41975 55.669639 TNS 2019cec ZTF19aanhhal 2019cec SNII 0.02597 0.2986031588959257 0.6284678946604636 0.37559118536291436 0.4561461899621335 0.6284678946604636 0.816646695447762 538.9451219501689 538.9451219501689 -464.93750624980476 -464.93750624980476 58589.280451400205 58567.27952549979 18.091482700445674 18.136970844438668 18.091482700445674 1.5685597414191146 6.091498891263749 10.212329746511335 205.41506650649848 55.670673798737596 0.0008489836160809894 12.939481308322549 14.762572199888229 13.399167534841299 0.9833333333333333 """""" """""" """""" """""" 5 True True all False False 0 0.7 1.832207135760458 205.419764479767 55.66913011909085 0.09838621290483884 24.342861730533837 20.358851033045053 19.263622510271073 0.41 False False 0.3 0.7 1.5 0.02 8 3 22.000925900414586 10.212329746511335 6.091498891263749 1.3634046650469305 1.676488813148692 -3.374398644550439 -4.692315165604375 False 0.02597 Inputed -17.227889434752925 -17.18240129075993 """""" """""" """"""
-0.11252965340005316 0.4212013996722336 -6.970962278951645 19.36453454070795 5888.626591667255 77.40304405526075 52 34 34 40.986342600081116 40 True True 2021ofq 209.8714333333333 35.42281388888889 SNIa 0.12 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 209.8714333333333 35.42281388888889 TNS 2021ofq ZTF21abdgcxb 2021ofq SNIa 0.12 -0.026994517855101208 0.8775104650792898 0.1567552737133333 0.3668707780381517 0.8775104650792898 1.5312723615609123 18.777356412600845 18.777356412600845 22.20898618748027 22.20898618748027 59381.301411999855 59363.236794000026 19.012390156586694 19.012390156586694 19.045718627130615 0.3697002949520303 1.6805723468346188 1.8228645911757644 209.870814648742 35.42276687972835 0.004437411725697782 18.868859505625366 19.64232631418705 19.17475673370123 0.97 """""" """""" """""" """""" 1 False True all False False 0 0.7 0.23516115651025268 209.871354310989 35.4228029203814 0.009052504211139234 22.418126672711967 22.634594422758816 22.414038346328734 0.0875 False False 0.3 0.7 1.5 0.02 8 3 18.064617999829352 1.8228645911757644 1.6805723468346188 0.46756958048581865 1.0846689192578678 0.6299361576003548 0.12903810657061499 False 0.12 Inputed -19.6427246986239 -19.676053169167822 """""" """""" """"""
-0.1068899392242604 0.34497948367255526 -6.292729730086256 18.36293091364431 3769.517354006233 273.60875953106813 29 18 18 50.89450229983777 47 True True 2019fyi 215.32176499999 35.508818472222 SNIa 0.0298 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 215.32176499999 35.508818472222 TNS 2019fyi ZTF18aaoufjt 2019fyi SNIa 0.0298 0.5892737720814409 0.8964260710820682 0.6620381930501757 0.7374330757623824 0.8964260710820682 1.066905497997272 10.627088472611184 10.627088472611184 40.267413827226584 40.267413827226584 58635.26216439996 58628.29903940018 17.965026865499677 18.691386902248578 17.965026865499677 1.62656703084338 3.3524592628720877 2.932824138714216 215.32246519656 35.50940055450925 0.0007941708901176847 14.893475229709148 15.69966039671898 15.164125352930427 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 2.203672749185435 215.321013089067 35.5088267676083 0.12278243156804192 24.32518541805744 22.018305473532678 24.753218510825633 0.075 False False 0.3 0.7 1.5 0.02 8 3 6.963124999776483 2.932824138714216 3.3524592628720877 0.5355350437885527 0.8748276738795133 -2.9917265055295985 -2.8009015125692507 False 0.0298 Inputed -17.65513801561881 -16.92877797886991 """""" """""" """"""
-0.1488388749619904 0.23551195222284738 -14.25090720291913 19.056766430128203 5350.176070979607 150.24124256777426 52 34 34 58.94182869978249 76 True True 2021vkc 328.446625 17.17083888888889 SNIa 0.099 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 328.446625 17.17083888888889 TNS 2021vkc ZTF21abrylwg 2021vkc SNIa 0.099 0.11403339788342493 0.5657708886352211 0.215784339901532 0.32473639784166863 0.5657708886352211 0.8404285472196236 15.494091569000656 15.494091569000656 43.44773713078183 43.44773713078183 59450.35158560006 59430.32174770022 18.55053888530038 18.594397429971607 18.55053888530038 0.9014905511438834 1.3579543950239437 9.688105876946876 328.444223960606 17.1722459212599 0.012474963596982414 17.687906245925426 18.40351878271103 18.007724374790193 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.3579543950239437 9.688105876946876 328.444223960606 17.1722459212599 0.012474963596982414 17.687906245925426 18.40351878271103 18.007724374790193 1.0 False False 0.3 0.7 1.5 0.02 8 3 20.029837899841368 9.688105876946876 1.3579543950239437 0.3957944079208353 7.134338172509876 -0.19087864726057902 -0.5428145105101869 False 0.099 Inputed -19.710927431579986 -19.66706888690876 """""" """""" """"""
-0.019704219261183303 0.46429204469284047 -1.245140604725277 17.96709528274794 5177.540282351546 109.80365357141625 44 29 29 60.047754699829966 111 True True 2020kay 179.04709583333332 60.52776111111111 SNII 0.033 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 179.04709583333332 60.52776111111111 TNS 2020kay ZTF20aazrxef 2020kay SNII 0.033 0.041117100199414836 0.6593965240541451 0.1748890516346755 0.3218772949587603 0.6593965240541451 1.0623140855188282 44.69903979009527 44.69903979009527 15.348714909734696 15.348714909734696 58992.199849499855 58985.19359950023 17.848523992909914 17.848523992909914 17.8813009481248 2.9293501300358398 12.603289218023027 20.171530937296527 179.042996400106 60.5225335660908 0.0021016539620268837 12.268547649068832 13.572266165318489 12.506267402443886 0.9777777777777779 """""" """""" """""" """""" 17 True True all False False 0 0.9007865505948371 1.5949970684135264 179.04744333 60.52816985 0.003918368195922728 19.92388665690422 20.446746560430526 23.27 0.5 False False 0.3 0.7 1.5 0.02 8 3 7.006249999627471 20.171530937296527 12.603289218023027 1.065998762874603 1.600497345443023 -4.276257827591426 -5.375033545680914 False 0.033 Inputed -17.96206786578868 -17.994844821003564 """""" """""" """"""
-0.14661922808204764 0.30927887338964116 -0.7505686935610969 19.190823039586764 6385.1500684134735 203.75131728666628 25 8 8 12.0601852000691 49 True False 2018lpr 280.85689916666 72.123866999999 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 280.85689916666 72.123866999999 TNS 2018lpr ZTF18abwnsoc 2018lpr SNIa 0.1 -0.22988432285918137 0.012073707269237843 -0.174214693710244 -0.11541769520925982 0.012073707269237843 0.15364628918241863 13.330170439124053 13.330170439124053 -1.2699852390549546 -1.2699852390549546 58384.25667819986 58378.17974539986 18.885575621515372 18.885575621515372 18.908821669921892 1.8880127863193539 1.2800968415377514 4.2715191769469465 280.8536101 72.12449036 0.023312061051553812 20.369129014194012 20.830748977184296 20.94292651541233 0.9833333333333334 """""" """""" """""" """""" 0 False True all False False 0 1.2800968415377514 4.2715191769469465 280.8536101 72.12449036 0.023312061051553812 20.369129014194012 20.830748977184296 20.94292651541233 0.9833333333333334 False False 0.3 0.7 1.5 0.02 8 3 6.076932800002396 4.2715191769469465 1.2800968415377514 -0.11217753822803544 3.3368718977664744 1.9451733556689241 2.0341048454904396 False 0.1 Inputed -19.374920428549036 -19.398166476955556 """""" """""" """"""
-0.13459367385359955 0.2245808677343213 -8.928846280203446 18.51045487339053 5259.214020267536 134.18291422774388 34 30 30 73.9094329001382 45 True True 2019cet 210.02963083333 16.702610111111 SNIa 0.083 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 210.02963083333 16.702610111111 TNS 2019cet ZTF19aanhlzn 2019cet SNIa 0.083 0.09764748421519798 0.6061811057752529 0.21073413315496126 0.33282703584044526 0.6061811057752529 0.9223892084652938 12.1889785851474 12.1889785851474 61.7204543149908 61.7204543149908 58572.33733800007 58562.3160184999 18.009635881249487 18.009635881249487 18.120678036991038 2.7338683195339955 0.41692900548249723 0.1926659320208623 210.02962272317 16.70266306267725 0.0013439713929470631 21.23481854212403 21.565581408190727 21.314308433763983 0.5222222222222221 """""" """""" """""" """""" 0 False True all False False 0 0.41692900548249723 0.1926659320208623 210.02962272317 16.70266306267725 0.0013439713929470631 21.23481854212403 21.565581408190727 21.314308433763983 0.5222222222222221 False False 0.3 0.7 1.5 0.02 8 3 10.021319500170648 0.1926659320208623 0.41692900548249723 0.2512729744267439 0.46210728802112677 3.5559455269412403 3.193630396772946 False 0.083 Inputed -19.7506154431473 -19.86165759888885 """""" """""" """"""
-0.11263326929535414 0.214011969854342 -16.711038421231024 19.039514903850076 4935.629291871598 119.26173595170161 37 33 33 50.03334489976987 42 True True 2020uki 118.90456666666665 50.90275833333333 SNIa 0.07363 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 118.90456666666665 50.90275833333333 TNS 2020uki ZTF20acfaonm 2020uki SNIa 0.07363 0.3125874121526664 0.9807530068014785 0.4596112161161727 0.6193931901945149 0.9807530068014785 1.404484668020963 4.990727156886258 4.990727156886258 45.042617742883614 45.042617742883614 59128.49148150021 59120.47770830011 18.582808793290873 18.632010387071666 18.582808793290873 1.8714074727206105 3.513630327081417 9.52520560494113 118.901302187151 50.90442044523395 0.005445816418627181 16.16470563876271 17.44279270619154 16.663074417517187 0.985 """""" """""" """""" """""" 1 False True all False False 0 0.7 4.557256996062524 118.903005730267 50.9035542695971 0.07917218140675342 22.131416752932072 23.30920234483719 22.255863362464904 0.5 False False 0.3 0.7 1.5 0.02 8 3 8.01377320010215 9.52520560494113 3.513630327081417 0.7797182886743528 2.7109299266702322 -1.1892176808801267 -1.919734375773686 False 0.07363 Inputed -19.023900445804657 -18.974698852023863 """""" """""" """"""
-0.18606215323505787 0.24820692579609907 -6.204161112514967 18.447871636037064 5844.426342760878 62.60273455869326 149 70 70 41.97741899965331 63 True False 2020npt 286.1093208333333 55.24608888888889 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 286.1093208333333 55.24608888888889 TNS 2020npt ZTF20abipuee 2020npt SNIa 0.05 -0.004801700573324297 1.2088270522249616 0.23019756752330522 0.5070035757160447 1.2088270522249616 2.155995920727765 13.182418927775089 13.182418927775089 28.79500007187822 28.79500007187822 59038.266099500004 59026.36891200021 17.978104343968763 17.978104343968763 18.024243335110857 1.5151258169083086 2.3010385755611344 1.4236440971319817 286.10991767 55.24588732 0.0007862571012088315 15.980961052715777 17.045591318511963 16.449188748431204 0.8400000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.3010385755611344 1.4236440971319817 286.10991767 55.24588732 0.0007862571012088315 15.980961052715777 17.045591318511963 16.449188748431204 0.8400000000000001 False False 0.3 0.7 1.5 0.02 8 3 11.897187499795109 1.4236440971319817 2.3010385755611344 0.5964025700807589 0.6186963192413277 -0.9325130254567995 -1.5750545866796521 False 0.05 Inputed -18.73029529606442 -18.776434287206513 """""" """""" """"""
-0.1923430542860287 0.1617226169138048 -7.438345089087276 17.650612221211702 5791.508464253663 93.91329495097055 123 75 75 61.00446760002524 49 True True 2020aakx 26.354666666666663 -16.315969444444445 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 26.354666666666663 -16.315969444444445 TNS 2020aakx ZTF20acrudzk 2020aakx SNIa 0.04 -0.019309700783146866 0.694995461781442 0.13121761757183137 0.2994195862737641 0.694995461781442 1.1812860102702984 16.072181072180367 16.072181072180367 44.932286527844866 44.932286527844866 59186.18771990016 59172.149189800024 16.976911723185385 16.976911723185385 17.14047326835259 2.976441822450683 2.36575858522825 1.4941334761850504 26.3546488433194 -16.31555476001665 0.006722215013424626 18.731131509547232 19.122299296159746 18.856428298960328 0.95625 """""" """""" """""" """""" 0 False True all False False 0 2.36575858522825 1.4941334761850504 26.3546488433194 -16.31555476001665 0.006722215013424626 18.731131509547232 19.122299296159746 18.856428298960328 0.95625 False False 0.3 0.7 1.5 0.02 8 3 14.038530100136995 1.4941334761850504 2.36575858522825 0.26587099719941776 0.6315663337393724 2.145387572974361 1.7159550306077378 False 0.04 Inputed -19.124331619128828 -19.287893164296033 """""" """""" """"""
-0.16994526003514662 0.22502679568002038 -5.11319182056458 18.71242466732556 6063.785623839036 113.32298001940936 66 49 49 57.77063659997657 53 True True 2019zev 147.59575416666667 6.243147222222222 SNIa 0.082 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 147.59575416666667 6.243147222222222 TNS 2019zev ZTF19adcdtkw 2019zev SNIa 0.082 -0.12165408103080111 0.4025186374103029 -0.008289242708279687 0.11632211959433292 0.4025186374103029 0.7439456405250731 12.663756184679883 12.663756184679883 45.106880415296686 45.106880415296686 58855.460821799934 58846.46043979982 18.150767776320357 18.150767776320357 18.22070815611986 0.9026479030631811 1.691549708592849 16.966602641060415 147.59311608269599 6.247063179371965 0.07333480008305127 18.633941962962147 19.176773653442858 18.883205865353347 0.99 """""" """""" """""" """""" 3 False True all False False 0 0.7 8.18583351008634 147.59435925 6.24134512 0.9707269373890286 25.614670989423992 22.56851938457489 23.27 0.7 False False 0.3 0.7 1.5 0.02 8 3 9.000382000114769 0.0 0.0 0.0 0.0 5.489232223679643 5.049291843880141 True 0.082 Inputed -19.62379234632668 -19.693732726126182 """""" """""" """"""
-0.1673839082106508 0.22858319796098528 -12.347944105726778 17.87753400732243 5014.468403307158 115.21489178721347 25 15 15 63.95861109998077 54 True True 2019vpz 19.639124999999996 -0.2282388888888889 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 19.639124999999996 -0.2282388888888889 TNS 2019vpz ZTF19acvijnj 2019vpz SNIa 0.05 0.23258337872436385 0.8959236827681707 0.37768855199177054 0.5359892450687731 0.8959236827681707 1.3207290489635 16.466371362603333 16.466371362603333 47.49223973737744 47.49223973737744 58831.14564809995 58811.14851849992 17.651103331761398 17.651103331761398 17.816542641325366 4.0615933617522435 1.9986627459523785 11.341209808003107 19.64227535250205 -0.228246229443119 0.002968054467900716 15.322799012764692 16.63090545304418 15.909753270332814 0.975 """""" """""" """""" """""" 3 False True all False False 0 0.7 7.015698579917557 19.639737027046948 -0.230089097104717 0.07752302511079145 21.03428597789049 23.296778856663703 21.530303698978425 0.2125 False False 0.3 0.7 1.5 0.02 8 3 19.99712960002944 11.341209808003107 1.9986627459523785 0.7211521827113643 5.6743989604904215 -1.0201978787172195 -1.906789370992552 False 0.05 Inputed -18.93799598984991 -19.103435299413878 """""" """""" """"""
-0.16309074104264643 0.3777431832477308 -7.337875266622415 18.156703989031783 5758.270478268305 101.18909931338996 69 24 24 40.847083299886435 45 True True 2020lit 254.42079166666662 39.04901666666667 SNIa 0.0625 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 254.42079166666662 39.04901666666667 TNS 2020lit ZTF19abkrbjt 2020lit SNIa 0.0625 -0.020553810210071077 0.6310185631860961 0.11844025537421032 0.27255742299168517 0.6310185631860961 1.0656632904314627 12.516698728073585 12.516698728073585 28.33038457181285 28.33038457181285 59011.281122699846 58997.395868100226 17.848099515120847 17.848099515120847 17.933874322023204 0.8653905417017596 1.3675546265652077 1.0135336529003598 254.4210241839745 39.0488006670046 0.0001854443826074803 15.400007569457888 16.526479593538046 15.772618430556058 0.8450000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.3675546265652077 1.0135336529003598 254.4210241839745 39.0488006670046 0.0001854443826074803 15.400007569457888 16.526479593538046 15.772618430556058 0.8450000000000001 False False 0.3 0.7 1.5 0.02 8 3 13.885254599619657 1.0135336529003598 1.3675546265652077 0.7538611629819876 0.7411284589384061 -1.3216199215828013 -2.161255891467146 False 0.0625 Inputed -19.311514882405557 -19.397289689307915 """""" """""" """"""
-0.14865085647863432 0.3099336858457814 -5.869527461859219 18.50416870036277 6088.26507886362 105.91623956802476 36 25 25 52.99337959988043 45 True True 2019hxb 232.86440624999 7.0951873055555 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 232.86440624999 7.0951873055555 TNS 2019hxb ZTF19abahvdh 2019hxb SNIa 0.07 -0.11395723034262417 0.4581873636031055 0.008576275446074533 0.14411075659145922 0.4581873636031055 0.8370389687088498 15.028567155575576 15.028567155575576 37.964812444304854 37.964812444304854 58665.19017359987 58652.172268500086 17.99272602518118 17.99272602518118 18.24278930013846 1.3617222021797777 0.816258682711677 2.8728652534643953 232.8642690780635 7.09597362857835 0.008300876278900526 20.079850850269793 20.680861946868895 20.39321311054826 0.95 """""" """""" """""" """""" 0 False True all False False 0 0.816258682711677 2.8728652534643953 232.8642690780635 7.09597362857835 0.008300876278900526 20.079850850269793 20.680861946868895 20.39321311054826 0.95 False False 0.3 0.7 1.5 0.02 8 3 13.017905099783093 2.8728652534643953 0.816258682711677 0.28764883632063487 3.519552458444308 2.6881359216877136 2.1504238104098015 False 0.07 Inputed -19.252376651452337 -19.502439926409615 """""" """""" """"""
-0.15877689637274217 0.3166887439229689 -6.553372516365515 18.2746749300653 6188.481847768427 103.06243167033568 29 21 21 32.00276619987562 232 True False 2021jwk 299.97479166666665 12.385399999999999 SNIa 0.061 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 299.97479166666665 12.385399999999999 TNS 2021jwk ZTF21aavhsdw 2021jwk SNIa 0.061 -0.1239642920276296 0.4623938419797504 0.0010331278941819733 0.13970228037389987 0.4623938419797504 0.8536277210688255 7.715266713415929 7.715266713415929 24.287499486459694 24.287499486459694 59324.484606499784 59317.4578009001 17.75432677242565 17.75432677242565 18.04789235376353 1.4512580951126524 3.881355954231112 0.785745655260617 299.97498171 12.38528518 0.000885085634593441 14.867586094093323 19.117221096801757 18.267164168834686 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.881355954231112 0.785745655260617 299.97498171 12.38528518 0.000885085634593441 14.867586094093323 19.117221096801757 18.267164168834686 1.0 False False 0.3 0.7 1.5 0.02 8 3 7.026805599685758 0.785745655260617 3.881355954231112 0.8500569279670707 0.2024410192020823 1.3628943243761071 0.21927181507115634 False 0.061 Inputed -19.14400024201328 -19.43756582335116 """""" """""" """"""
-0.1445771499747559 0.3207514982702145 -1.2371338948860484 18.402742301632582 6454.349943367708 107.91702119702434 18 9 9 61.82924760039896 91 True True 2020eci 230.81206666666665 0.06494166666666668 SNIa 0.069 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 230.81206666666665 0.06494166666666668 TNS 2020eci ZTF20aascwvz 2020eci SNIa 0.069 -0.2331878016832647 0.26901173235182085 -0.12582331918056155 -0.0069315578176158965 0.26901173235182085 0.6023014517537284 16.542815333229 16.542815333229 45.28643226716996 45.28643226716996 58914.460266199894 58904.5452430998 17.86993307993894 17.86993307993894 18.381421075054664 6.843732314114846 2.131441727856511 8.142726300872367 230.810192068484 0.0662073423724467 0.0016364590000766954 15.245776606116294 16.389613145153525 15.731917900152206 0.9800000000000001 """""" """""" """""" """""" 2 False True all False False 0 0.7 4.823386936169001 230.813171924264 0.0641843352783703 0.20062825406271623 23.308661231150626 22.942064290881156 23.082626858949663 0.05 False False 0.3 0.7 1.5 0.02 8 3 9.915023100096732 8.142726300872367 2.131441727856511 0.6576952450013192 3.820290367056441 -1.4803199347854132 -2.649503174902458 False 0.069 Inputed -19.082012588217594 -19.59350058333332 """""" """""" """"""
-0.18603300566875386 0.217676900718388 -5.705010686005563 19.049658395440055 5346.110422578386 160.48113846900688 51 27 27 61.01930549973622 40 True True 2021sxf 257.54486249999997 57.295452777777776 SNIa 0.089 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 257.54486249999997 57.295452777777776 TNS 2021sxf ZTF18abfeyey 2021sxf SNIa 0.089 0.03020418442481443 0.4251016030820445 0.11960867865025548 0.21502795964953236 0.4251016030820445 0.6629610428084831 13.46552460079658 13.46552460079658 47.553780898939635 47.553780898939635 59414.25869210018 59403.284247700125 18.44196074057409 18.44196074057409 18.669338534883583 2.0144715040055523 0.9293016676474304 0.04765099974040178 257.54487279901 57.295464787645 0.0003948103481483667 17.579985552309154 18.740683109211922 17.97420004298985 0.99 """""" """""" """""" """""" 0 False True all False False 0 0.9293016676474304 0.04765099974040178 257.54487279901 57.295464787645 0.0003948103481483667 17.579985552309154 18.740683109211922 17.97420004298985 0.99 False False 0.3 0.7 1.5 0.02 8 3 10.974444400053471 0.04765099974040178 0.9293016676474304 0.7664830662220723 0.05127613712459213 0.29872236863783286 -0.6951384918937329 False 0.089 Inputed -19.3563201435234 -19.583697937832895 """""" """""" """"""
-0.13543712171912248 0.5119054500736584 -3.8509777690164126 17.659273176023312 5918.228703405966 163.0717206931643 82 40 40 33.02017360040918 54 True True 2021okv 195.86229166666666 1.45695 SNIa 0.048 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 195.86229166666666 1.45695 TNS 2021okv ZTF21abdpgua 2021okv SNIa 0.048 -0.11823200898501085 0.2262368011883531 -0.04037160177434629 0.04281714279381532 0.2262368011883531 0.434242565277728 15.117710443551776 15.117710443551776 17.902463156857404 17.902463156857404 59382.21725689992 59368.19267359981 17.44281154599516 17.44281154599516 17.47580533222062 0.5877210688870438 0.9900028623466183 1.5468180740158781 195.8624774193735 1.457337473873425 0.00464708747899345 20.034942852893472 20.52815479091406 20.15762684761882 0.95 """""" """""" """""" """""" 0 False True all False False 0 0.9900028623466183 1.5468180740158781 195.8624774193735 1.457337473873425 0.00464708747899345 20.034942852893472 20.52815479091406 20.15762684761882 0.95 False False 0.3 0.7 1.5 0.02 8 3 14.024583300109953 1.5468180740158781 0.9900028623466183 0.3705279432952402 1.5624379815927325 3.0853432449188993 2.681821515398198 False 0.048 Inputed -19.189063012798286 -19.222056799023747 """""" """""" """"""
-0.14591907091834694 0.3448683889548228 -10.066628308234034 18.987881950592012 4426.73158386472 139.17785420587194 18 8 8 18.916608800180256 42 True False 2019qwo 46.401582916666 -21.82624999999 SNIb 0.045 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 46.401582916666 -21.82624999999 TNS 2019qwo ZTF19abzqywg 2019qwo SNIb 0.045 0.38298330086894694 0.9645558018706168 0.5134414052371135 0.6534798347834254 0.9645558018706168 1.3211508495091238 8.250672379779145 8.250672379779145 10.665936420401112 10.665936420401112 58756.48078700015 58745.45925930003 18.82689542118491 19.028940196759006 18.82689542118491 5.609312406543568 3.005854531700373 3.406155061629123 46.40105494 -21.82705931 0.001434235173143783 15.823049234348536 16.377311606740953 15.942573142325877 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7904134832293122 0.5436336820285894 46.40156414 -21.8261 0.0025363308800744333 20.309166337156295 18.421843070542813 20.241996145993472 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.021527700126171 3.406155061629123 3.005854531700373 0.43473846441507646 1.133173620249116 -2.6516285900180527 -2.8843222788590346 False 0.045 Inputed -17.69628001856299 -17.494235242988896 """""" """""" """"""
-0.12839113422747817 0.3191281864151083 -7.762035859737237 18.773401860615675 4913.14623245467 98.19599983864421 24 13 13 33.89785879990086 51 True True 2019zrh 138.91414166666667 14.323063888888889 SNIa 0.074 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 138.91414166666667 14.323063888888889 TNS 2019zrh ZTF19adcbpcj 2019zrh SNIa 0.074 0.22029648056474826 1.017037188134541 0.3905330413761128 0.5790411631983616 1.017037188134541 1.5482740491018738 10.083496128534568 10.083496128534568 23.81436267136629 23.81436267136629 58855.360324100126 58846.41075230017 18.39357198678304 18.599798820949726 18.39357198678304 3.6665408291731665 2.4995069727012362 1.4016185941272254 138.91388466569748 14.32336318367525 0.0005727793668689474 15.366840686510802 16.371673315318823 16.30846099533558 0.95 """""" """""" """""" """""" 0 False True all False False 0 2.4995069727012362 1.4016185941272254 138.91388466569748 14.32336318367525 0.0005727793668689474 15.366840686510802 16.371673315318823 16.30846099533558 0.95 False False 0.3 0.7 1.5 0.02 8 3 8.949571799952537 1.4016185941272254 2.4995069727012362 0.0632123199832435 0.5607580252566712 -2.228125505630903 -2.0851109914474613 False 0.074 Inputed -19.224200286676325 -19.01797345250964 """""" """""" """"""
-0.19278299952173558 0.20650148115571418 -6.578632365976991 17.420803173579092 5707.746500820796 117.55612750966225 162 94 94 74.9735070001334 48 True True 2020rtz 16.621158333333334 18.331530555555556 SNIa 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 16.621158333333334 18.331530555555556 TNS 2020rtz ZTF20abucvpo 2020rtz SNIa 0.03 -0.030836944532193655 0.5094615608931363 0.08695201410017361 0.21576091688832832 0.5094615608931363 0.8568667757288395 16.634091686020813 16.634091686020813 58.339415314112586 58.339415314112586 59093.435034700204 59078.40481479978 16.710108604710744 16.710108604710744 16.916032779772507 6.062110970330148 0.7 1.2554337192257832 16.6207935197193 18.3315716637841 0.02250055886082236 22.8853914978981 22.49798679737091 22.99788096838474 0.6000000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.7 1.2554337192257832 16.6207935197193 18.3315716637841 0.02250055886082236 22.8853914978981 22.49798679737091 22.99788096838474 0.6000000000000001 False False 0.3 0.7 1.5 0.02 8 3 15.030219900421798 1.2554337192257832 0.7 -0.4998941710138318 1.793476741751119 5.787878192660166 6.081848188612234 False 0.03 Inputed -18.71876467385282 -18.924688848914585 """""" """""" """"""
-0.1812628122219332 0.20248035811944823 -6.056587196859079 18.265694987782183 5731.793256061796 129.00246858671395 33 19 19 61.8260995997116 66 True True 2019ojv 330.41354041666 6.3176838333333 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 330.41354041666 6.3176838333333 TNS 2019ojv ZTF19abqqmui 2019ojv SNIa 0.05 -0.04819436129647414 0.4297023908750113 0.0572110688010703 0.17162144761813636 0.4297023908750113 0.7308906837264679 12.712407555947195 12.712407555947195 49.1136920437644 49.1136920437644 58725.324155100156 58715.366192100104 17.719135268713696 17.719135268713696 17.78727250343712 3.9568613576236493 4.1294251794807275 7.466635630728664 330.412526170981 6.315871236812515 0.0023945740179364128 15.242574401260615 16.178227744572162 15.576072159490586 0.985 """""" """""" """""" """""" 3 False True all False False 0 0.7 5.286807537283448 330.413485916686 6.31621627506171 0.055617391801610516 21.288896571822168 24.269974791383742 24.63451706029892 0.0 False False 0.3 0.7 1.5 0.02 8 3 9.957963000051677 7.466635630728664 4.1294251794807275 0.6021555850815759 1.8081537517208601 -1.5409075241415344 -2.2112003439465333 False 0.05 Inputed -18.967266127738156 -19.03540336246158 """""" """""" """"""
-0.015123142840525471 0.32697264112804 -25.19925645208653 18.504191435697567 3872.3862736448077 219.2841476321297 12 10 10 42.04413190018386 30 True False 2018kne 238.77162208333 66.784784194444 SNII 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 238.77162208333 66.784784194444 TNS 2018kne ZTF18adacicy 2018kne SNII 0.03 0.7204846220339931 1.1356779518831743 0.8176033675763783 0.9190658205925217 1.1356779518831743 1.3717071847251958 54.708917383241456 54.708917383241456 -12.6647854830576 -12.6647854830576 58475.49718749989 58469.5074306 18.447379358990727 18.760015872204843 18.447379358990727 2.9811712661706355 5.018271889639393 7.903993421843512 238.77714488 66.78506905 0.00372200930385691 15.461916276121139 16.249519826257227 15.71315282099247 1.0 """""" """""" """""" """""" 0 False True all False False 0 5.018271889639393 7.903993421843512 238.77714488 66.78506905 0.00372200930385691 15.461916276121139 16.249519826257227 15.71315282099247 1.0 False False 0.3 0.7 1.5 0.02 8 3 5.989756899885833 7.903993421843512 5.018271889639393 0.5363670052647578 1.575042882423711 -2.5104960459476153 -2.734226537998257 False 0.03 Inputed -17.1874180946346 -16.874781581420486 """""" """""" """"""
-0.1736642350832983 0.18969023853218606 -1.7933641136247207 17.505343350352174 6190.935364046344 98.57834901519185 73 49 49 70.85593750001863 73 True True 2021thm 354.9278749999999 42.178780555555555 SNIa 0.035 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 354.9278749999999 42.178780555555555 TNS 2021thm ZTF21ablwfcp 2021thm SNIa 0.035 -0.17849814886099935 0.41160063366137933 -0.053882794182356974 0.08519710410280368 0.41160063366137933 0.8113235822676614 14.774495603242823 14.774495603242823 56.0814418967758 56.0814418967758 59416.428310200106 59409.432731499895 16.750335307381334 16.833852718224485 16.750335307381334 4.3299198753668335 1.028881531161076 2.41225308404487 354.9280985510125 42.17942982451985 0.005526443808452908 19.65126476983547 19.271201169376372 19.60064844451904 0.9571428571428573 """""" """""" """""" """""" 0 False True all False False 0 1.028881531161076 2.41225308404487 354.9280985510125 42.17942982451985 0.005526443808452908 19.65126476983547 19.271201169376372 19.60064844451904 0.9571428571428573 False False 0.3 0.7 1.5 0.02 8 3 6.995578700210899 2.41225308404487 1.028881531161076 -0.3294472751426696 2.3445392020232707 2.4373484511518875 2.8503131371377073 False 0.035 Inputed -19.221869387979034 -19.138351977135883 """""" """""" """"""
-0.21793587150532384 0.13784270287543596 -6.1929428245771305 18.645569909200738 5677.504342444405 132.48794546323649 55 36 36 72.8343634000048 29 True True 2020acef 146.0998833333333 22.979130555555553 SNIa 0.065 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 146.0998833333333 22.979130555555553 TNS 2020acef ZTF20acwnrty 2020acef SNIa 0.065 -0.03599213300856974 0.4317775627433882 0.06755197982150563 0.17968157105546467 0.4317775627433882 0.7247760795985911 12.8877267496715 12.8877267496715 59.9466366503333 59.9466366503333 59203.409872699995 59193.421979200095 17.91527056830194 17.91527056830194 18.04668430972175 2.2943626295932273 1.9787017039978032 1.2633074243200018 146.1000690085215 22.97882408703975 0.002641805015241916 17.966938872047663 19.058212242236138 18.36860980267644 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.9787017039978032 1.2633074243200018 146.1000690085215 22.97882408703975 0.002641805015241916 17.966938872047663 19.058212242236138 18.36860980267644 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.987893499899656 1.2633074243200018 1.9787017039978032 0.6896024395596996 0.638452689340487 1.1429416739341995 0.3219254929546871 False 0.065 Inputed -19.28510819923965 -19.416521940659464 """""" """""" """"""
-0.147298725241044 0.25135435610657897 -11.241836824592916 18.761540551649816 4744.730513762259 203.7454032714725 38 21 21 61.79748840024695 34 True True 2021arl 185.75030416666664 18.593602777777775 SNIa 0.069 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 185.75030416666664 18.593602777777775 TNS 2021arl ZTF21aaflcai 2021arl SNIa 0.069 0.23786225071507516 0.586172018769517 0.3186175082756435 0.40348116741316176 0.586172018769517 0.7872870747551772 15.114842113390779 15.114842113390779 46.68264628685617 46.68264628685617 59248.43918980006 59231.45728009986 18.360938783129814 18.567391328467906 18.360938783129814 2.222681161082442 0.9774114478510391 0.38249666148809064 185.7503533068115 18.59369827445265 0.0003275754213304394 17.152819262171985 18.28610743162632 17.523975458589792 0.9850000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.9774114478510391 0.38249666148809064 185.7503533068115 18.59369827445265 0.0003275754213304394 17.152819262171985 18.28610743162632 17.523975458589792 0.9850000000000001 False False 0.3 0.7 1.5 0.02 8 3 16.981909700203687 0.38249666148809064 0.9774114478510391 0.7621319730365279 0.39133638380137376 -0.28128389684158606 -0.8369633245400223 False 0.069 Inputed -19.102494880142444 -18.896042334804353 """""" """""" """"""
-0.14815650790929913 0.3908426828426219 -7.984607737490995 17.594033951802427 5819.576630712776 121.00442648834857 23 12 12 32.00125000020489 43 True False 2020bpy 73.83404999999999 -15.978672222222222 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 73.83404999999999 -15.978672222222222 TNS 2020bpy ZTF20aalbjpf 2020bpy SNIa 0.04 -0.043179815881707384 0.4739888196508346 0.06996666575152943 0.19341939388054286 0.4739888196508346 0.804494508667684 11.3559641370822 11.3559641370822 20.64528586312269 20.64528586312269 58894.170856500044 58881.17121529998 17.252969696150423 17.252969696150423 17.341807803120386 2.202398121847801 2.0497560913464077 3.371898013699899 73.83316259 -15.97828561 0.002169992783609409 17.062530368971824 17.62715407733917 17.316834015607835 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.0497560913464077 3.371898013699899 73.83316259 -15.97828561 0.002169992783609409 17.062530368971824 17.62715407733917 17.316834015607835 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.999641200061888 3.371898013699899 2.0497560913464077 0.31032006173133553 1.6450240240462102 0.37418438118874775 -0.024973787512550416 False 0.04 Inputed -18.922997084361032 -19.011835191330995 """""" """""" """"""
-0.06169652738464858 0.5021952056395238 -4.513589433472546 19.418455377280797 5915.981071623459 126.98353289267678 60 56 56 68.95383100025356 75 True True 2019hno 294.8040123 62.72802 SLSN-I 0.26 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 294.8040123 62.72802 TNS 2019hno ZTF19aawsqsc 2019hno SLSN-I 0.26 -0.10301817470408281 0.3624743892539435 -0.0007127020252184479 0.11058872292260347 0.3624743892539435 0.6575622754076349 28.611844378380376 28.611844378380376 40.34198662187318 40.34198662187318 58655.303159699775 58633.3415045999 19.052725309116973 19.052725309116973 19.22767762607845 0.39345181372259797 0.9599363194472561 3.195633683861176 294.805116347594 62.72729059160455 0.006497281607672267 19.438709971411228 20.52397823715448 19.68099798772335 0.445 """""" """""" """""" """""" 0 False True all False False 0 0.9599363194472561 3.195633683861176 294.805116347594 62.72729059160455 0.006497281607672267 19.438709971411228 20.52397823715448 19.68099798772335 0.445 False False 0.3 0.7 1.5 0.02 8 3 21.961655099876225 3.195633683861176 0.9599363194472561 0.8429802494311289 3.329005913331067 1.471252928037508 0.4533203616449022 False 0.26 Inputed -21.189723945420276 -21.364676262381753 """""" """""" """"""
-0.4126165286218283 0.20622076991834928 -0.5051771663815188 18.754100885880803 5944.1219875326415 192.74492123305953 16 6 6 19.003067099954933 48 True True 2020kxl 165.12407916666666 9.457288888888888 SNII 0.04268 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 165.12407916666666 9.457288888888888 TNS 2020kxl ZTF20abbqfoi 2020kxl SNII 0.04268 -0.14893384930157438 0.12890841700620825 -0.08519471171411652 -0.017745818946810488 0.12890841700620825 0.292326453399518 6.256062617133215 6.256062617133215 12.747004482821719 12.747004482821719 58995.17059030011 58992.235682900064 18.44195474799266 18.44195474799266 18.661027347419527 4.334200953727681 5.62618217772609 8.385258501237418 165.125849952635 9.45882977871504 0.003327493218974298 15.067007402830125 15.918877755253314 15.351058266782761 0.9949999999999999 """""" """""" """""" """""" 3 False True all False False 0 0.7 0.7913008095129288 165.124216587055 9.45746192090185 0.04799594750098568 24.31141293414235 23.088030528247355 24.73487200876951 0.35 False False 0.3 0.7 1.5 0.02 8 3 2.934907400049269 8.385258501237418 5.62618217772609 0.567819488470553 1.4903993927595236 -2.5230769927393464 -3.3099690806367654 False 0.04268 Inputed -17.74600151643564 -17.965074115862507 """""" """""" """"""
-0.016201596009265237 0.258593970551747 -2.5165708548482018 17.870387374687702 4595.345988972063 372.201985599315 85 27 27 74.8346295999363 49 True True 2019afz 171.85673249999 19.3978815 SLSN-II 0.106 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 171.85673249999 19.3978815 TNS 2019afz ZTF19aafljiq 2019afz SLSN-II 0.106 0.21172992352890674 0.3909144450722408 0.2547084144095564 0.29888202959447696 0.3909144450722408 0.48803257711081827 151.78634709974375 151.78634709974375 -76.95171749980746 -76.95171749980746 58582.20394679997 58511.38021990005 17.796646184710077 17.94360408185317 17.796646184710077 1.5902632451626977 1.193281465574466 0.37695264595256767 171.856625710654 19.397852899799247 0.002704422604646761 19.424226705985667 19.779272619640828 19.462267834948896 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.193281465574466 0.37695264595256767 171.856625710654 19.397852899799247 0.002704422604646761 19.424226705985667 19.779272619640828 19.462267834948896 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 70.8237268999219 0.37695264595256767 1.193281465574466 0.3170047846919317 0.31589583583374964 1.835668537787658 1.665621650238819 False 0.106 Inputed -20.616311540795166 -20.469353643652074 """""" """""" """"""
-0.18152167770912597 0.20140571811967628 -5.379693509595707 16.906776022012664 5365.722697372219 140.1727702060936 34 28 28 70.89708329970017 31 True False 2020pna 359.5397583333332 -19.51427222222222 SNIa 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 359.5397583333332 -19.51427222222222 TNS 2020pna ZTF20abmcxct 2020pna SNIa 0.03 0.029049576565761015 0.4894994557369756 0.13180903843274194 0.24250259306213096 0.4894994557369756 0.7739363059757274 13.448158486057846 13.448158486057846 57.44892481364233 57.44892481364233 59056.43870369997 59046.43863430014 16.41028670698198 16.41028670698198 16.470796193978718 10.67329290586765 3.6366657011845405 2.2931059069994166 359.54043202 -19.51432247 0.000991407793573984 15.077046708637475 15.399707758581638 15.155215005493163 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.6366657011845405 2.2931059069994166 359.54043202 -19.51432247 0.000991407793573984 15.077046708637475 15.399707758581638 15.155215005493163 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.000069399829954 2.2931059069994166 3.6366657011845405 0.2444927530884744 0.6305517458622888 -1.0105789484003438 -1.3155811884855542 False 0.03 Inputed -19.16400125964661 -19.224510746643347 """""" """""" """"""
-0.08080720497108666 0.31612168652074724 -37.38068415180502 17.66620689962862 3717.2724991065256 490.2832609040918 38 38 38 70.00521990004927 33 True True 2020urk 151.0099958333333 53.29705833333333 SNIa 0.047 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 151.0099958333333 53.29705833333333 TNS 2020urk ZTF20acgkbjz 2020urk SNIa 0.047 0.7250887042321281 0.9022711075119787 0.7680907097362244 0.8119457250534978 0.9022711075119787 0.9961803720728923 -23.129132498624397 -23.129132498624397 93.13435239867367 93.13435239867367 59124.46770829987 59124.46770829987 17.636580927232085 18.305210586091913 17.636580927232085 2.800669777511252 2.453706157856779 9.281867240403436 151.013018094052 53.29889817602695 0.0014065853908845627 14.696148461444974 15.80732835531801 15.070620729855897 0.99 """""" """""" """""" """""" 1 False True all False False 0 1.1288996506076234 7.5675168900660115 151.01251827 53.29559344 0.09840204505989225 21.102856226575376 23.64 22.901801746436952 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 9.281867240403436 2.453706157856779 0.7367076254621132 3.7827949409031114 -2.4978822307739037 -2.5659601973761887 False 0.047 Inputed -18.98205537536263 -18.313425716502802 """""" """""" """"""
-0.027554592539678388 0.34345073710532825 -6.3946883254716385 18.14167030000401 5463.866709795253 112.23365067457203 19 14 14 40.962048599962145 65 True True 2018ium 152.63208291666 10.043619 SNIc-BL 0.03167 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 152.63208291666 10.043619 TNS 2018ium ZTF19aanfnvl 2018ium SNIc-BL 0.03167 0.029704168117589802 0.6271102348132302 0.1593249099338223 0.3014974848741332 0.6271102348132302 1.0145260192083754 40.41701387212029 40.41701387212029 0.5450347278418519 0.5450347278418519 58575.25516200019 58567.228703700006 18.013687847391928 18.013687847391928 18.032185200441265 0.7380417114794572 3.540742500097747 6.832736235600963 152.6306393625115 10.0423612799292 0.0005859368239149454 13.713730980747938 14.867321486382483 14.10131807738185 0.96 """""" """""" """""" """""" 3 False True all False False 0 0.7 0.7523886187076055 152.631981402169 10.04343545733635 0.03660064718278366 23.977853339722156 20.082445189692972 24.537447263998985 0.975 False False 0.3 0.7 1.5 0.02 8 3 8.026458300184458 6.832736235600963 3.540742500097747 0.7660034090006338 1.9297467227318383 -3.146366361009445 -3.930867123059416 False 0.03167 Inputed -17.721142848477747 -17.739640201527084 """""" """""" """"""
-0.2089854450704943 0.2656658003174758 -5.047610566685128 18.82764574148851 5309.585153451611 149.37559570795304 42 22 22 31.898819499649107 39 True True 2021meh 209.6762083333333 43.12505 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 209.6762083333333 43.12505 TNS 2021meh ZTF21abasxdp 2021meh SNIa 0.07 0.037298975005594315 0.46798230683673125 0.13410503324331202 0.23790574360384653 0.46798230683673125 0.7307261708928259 9.209759073963943 9.209759073963943 22.689060425685163 22.689060425685163 59354.25835649995 59346.34361110022 18.478811299055717 18.489745376671607 18.478811299055717 0.723456237121647 1.536860325173622 2.5227706418685787 209.675979241324 43.124369470835745 0.00039490714415957306 15.579303417270182 16.74467805659056 15.947106258750559 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.536860325173622 2.5227706418685787 209.675979241324 43.124369470835745 0.00039490714415957306 15.579303417270182 16.74467805659056 15.947106258750559 0.975 False False 0.3 0.7 1.5 0.02 8 3 7.914745399728417 2.5227706418685787 1.536860325173622 0.7975717978399999 1.6415093815266373 -1.7450673200810485 -2.531705040305159 False 0.07 Inputed -19.016354652535078 -19.00542057491919 """""" """""" """"""
-0.040378682064593927 0.6146064462281711 -2.7348595409661893 18.113060293802857 6077.013896305209 330.47871157807435 71 31 31 74.85496529983357 49 True True 2020bqj 233.41867499999998 34.478944444444444 SNIbn 0.068 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 233.41867499999998 34.478944444444444 TNS 2020bqj ZTF20aalrqbu 2020bqj SNIbn 0.068 -0.1684006156968394 -0.016654072791155272 -0.13232983041491764 -0.095035416436545 -0.016654072791155272 0.0669904360036071 18.347344067336532 18.347344067336532 56.50762123249703 56.50762123249703 58890.54682870023 58881.519826400094 17.899203130673243 17.899203130673243 18.03650859186517 1.5620135290818842 0.7 0.2919857835705132 233.4186175 34.47901026 0.02124502866133382 23.529527670007944 23.68948902438879 23.433895159482955 0.5 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.2919857835705132 233.4186175 34.47901026 0.02124502866133382 23.529527670007944 23.68948902438879 23.433895159482955 0.5 False False 0.3 0.7 1.5 0.02 8 3 9.027002300135791 0.2919857835705132 0.7 0.2555938649058369 0.417122547957876 5.790285893715549 5.397386567617783 False 0.068 Inputed -19.394735410103877 -19.532040871295806 """""" """""" """"""
-0.13657875816883164 0.34732670736256255 -13.235709135224013 18.94438336704622 4175.305603470795 193.63194927739644 23 16 16 35.99837960023433 72 True True 2019hmc 165.17217374999 60.064454999999 SNIa 0.045031 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 165.17217374999 60.064454999999 TNS 2019hmc ZTF19aaykugs 2019hmc SNIa 0.045031 0.4810805542581136 0.9043187891248294 0.579052212729021 0.682106816200708 0.9043187891248294 1.1495381034037422 15.50645470891679 15.50645470891679 20.491924891317538 20.491924891317538 58661.20303239999 58640.203576399945 18.766589404582383 19.062100672787356 18.766589404582383 0.62945334617317 3.3186047986930274 2.8865649390885735 165.173741794465 60.06463000661485 0.0022219931350614397 16.277575927325188 17.304137478265762 16.66934589882672 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 1.2472048554751831 165.172792674378 60.0646119434525 0.049808000942449415 23.957382974812983 26.343741444449424 25.107173097103836 0.7 False False 0.3 0.7 1.5 0.02 8 3 20.999456000048667 2.8865649390885735 3.3186047986930274 0.6347915794390424 0.8698128021225652 -1.7579631945215937 -2.0972435057556638 False 0.045031 Inputed -17.758097491822248 -17.462586223617276 """""" """""" """"""
-0.1328369517986893 0.4681225045140572 -4.4771927289160445 19.176523228255654 5099.4322501403585 115.54958820886209 52 27 27 26.950381900183856 44 True True 2020yfc 132.15675416666667 22.662658333333333 SNIa 0.078 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 132.15675416666667 22.662658333333333 TNS 2020yfc ZTF20aclggpx 2020yfc SNIa 0.078 0.10211559149138338 0.7095639860621894 0.23468751198988613 0.3795465891382577 0.7095639860621894 1.0997806237046426 12.244674075708996 12.244674075708996 14.70570782447486 14.70570782447486 59152.48285879986 59141.47495369986 18.89865501711897 19.05719346621111 18.89865501711897 0.581504001935664 1.15874133578142 0.7441146397631037 132.15669346091101 22.66245937056485 0.00037511716283700203 16.803580004115105 18.16455354654193 17.25370307199478 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.15874133578142 0.7441146397631037 132.15669346091101 22.66245937056485 0.00037511716283700203 16.803580004115105 18.16455354654193 17.25370307199478 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 11.00790510000661 0.7441146397631037 1.15874133578142 0.91085047454715 0.6421749330805527 -0.892639919669179 -1.6449519451241876 False 0.078 Inputed -18.835350117192203 -18.67681166810006 """""" """""" """"""
-0.12806035697176135 0.2757363992933589 -8.581205079880071 18.539360353496647 5119.929271627666 120.75451007423123 47 30 30 58.841689800377935 31 True True 2020acfj 131.29174999999998 29.538494444444446 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 131.29174999999998 29.538494444444446 TNS 2020acfj ZTF20acwdnbw 2020acfj SNIa 0.07 0.14417199868326946 0.7374835869374152 0.2745367503569369 0.41636547190670115 0.7374835869374152 1.1143030193471972 12.385928598527938 12.385928598527938 46.455761201849995 46.455761201849995 59203.36283560004 59192.45587959979 18.18286531871476 18.18286531871476 18.196678586999788 2.16701569073806 2.3820860341144146 3.0197175773040312 131.2917825787815 29.5376561130406 0.004142615564858176 17.75487732921481 18.421385609025954 18.021340448987484 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.3820860341144146 3.0197175773040312 131.2917825787815 29.5376561130406 0.004142615564858176 17.75487732921481 18.421385609025954 18.021340448987484 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 10.906956000253558 3.0197175773040312 2.3820860341144146 0.40004516003847 1.267677797551367 0.23852029031119315 -0.1753381380123038 False 0.07 Inputed -19.298487364591008 -19.312300632876035 """""" """""" """"""
-0.17073363433258307 0.15942124736769953 -9.221771067622486 17.88361110317763 4857.744815836009 126.03127485685332 71 47 47 74.9581829002127 44 True True 2021qtg 350.93974999999995 25.81661111111111 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 350.93974999999995 25.81661111111111 TNS 2021qtg ZTF21abhrmrv 2021qtg SNIa 0.04 0.22899019883215743 0.8248628034773411 0.3608356261408403 0.5036261457770301 0.8248628034773411 1.198918930885192 17.62010726670939 17.62010726670939 57.338075633503315 57.338075633503315 59400.44979170011 59384.36270829989 17.40708058757152 17.48989604730504 17.40708058757152 4.204969436033028 2.149031051450735 2.1810763917169593 350.93919855428953 25.8162637801618 0.0034489106865870367 17.92713459504604 18.996417349243163 18.2494615542984 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.149031051450735 2.1810763917169593 350.93919855428953 25.8162637801618 0.0034489106865870367 17.92713459504604 18.996417349243163 18.2494615542984 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.08708340022713 2.1810763917169593 2.149031051450735 0.746955794944764 1.0149115296610496 1.5065213019381218 0.8423809667268785 False 0.04 Inputed -18.857724299909897 -18.774908840176376 """""" """""" """"""
-0.12762344238345905 0.28160965615741157 -9.232655914788623 19.163291525386295 4850.901619345423 96.92062435745854 43 30 30 40.9398147999309 44 True True 2021hzn 184.6768875 53.99859722222222 SNIa 0.088724 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 184.6768875 53.99859722222222 TNS 2021hzn ZTF21aarojxa 2021hzn SNIa 0.088724 0.26693621540215773 1.0996068583631384 0.44465254756809003 0.6415684562333936 1.0996068583631384 1.656069265206547 14.719489428596475 14.719489428596475 26.220325371334425 26.220325371334425 59321.28567129979 59307.2629976999 18.802457715716717 18.871152085237572 18.802457715716717 1.1340059554317108 2.626719711366159 5.420085075626001 184.6757769668825 53.997240521440446 0.0010268251257244954 15.150326517207027 16.35555539112091 15.521492795845269 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.626719711366159 5.420085075626001 184.6757769668825 53.997240521440446 0.0010268251257244954 15.150326517207027 16.35555539112091 15.521492795845269 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 14.02267359988764 5.420085075626001 2.626719711366159 0.8340625952756398 2.0634424952813144 -2.515596694116663 -3.2809649198714474 False 0.088724 Inputed -19.216328374162543 -19.147634004641688 """""" """""" """"""
-0.13797139130700276 0.31232504784698856 -4.303481333827488 18.43374419135403 5686.022085551616 223.52261379171844 33 19 19 61.89400459965691 50 True True 2019aev 194.07546041666 18.785266194444 SNIa 0.065 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 194.07546041666 18.785266194444 TNS 2019aev ZTF19aadyijk 2019aev SNIa 0.065 -0.0735834470338439 0.17814709075616264 -0.015071920328285415 0.046318410942042476 0.17814709075616264 0.32275362865264867 12.12392875752035 12.12392875752035 49.77007584213656 49.77007584213656 58513.45803239988 58505.465057900175 18.122171701559182 18.14367512398478 18.122171701559182 0.42863121999448195 2.004006641342213 4.627423560699352 194.07573013058698 18.7840064171113 0.0023427672812742495 16.78803263299048 17.238169219652413 16.956120585557223 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.004006641342213 4.627423560699352 194.07573013058698 18.7840064171113 0.0023427672812742495 16.78803263299048 17.238169219652413 16.956120585557223 1.0 False False 0.3 0.7 1.5 0.02 8 3 7.992974499706179 4.627423560699352 2.004006641342213 0.2820486340951902 2.309085940753204 -0.9055059043323688 -1.1660511160019595 False 0.065 Inputed -19.20962080740222 -19.18811738497662 """""" """""" """"""
-0.15737328854487276 0.29702554731437814 -5.112522523675681 18.51158046278122 5671.509953834824 148.05592259228314 16 10 10 44.83923609973863 55 True True 2019oke 316.56478041666 -7.419869777777 SNIa 0.06934 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 316.56478041666 -7.419869777777 TNS 2019oke ZTF19abqqcyo 2019oke SNIa 0.06934 -0.05059820298014017 0.35617688322160745 0.04056866516617674 0.13850915301327404 0.35617688322160745 0.6055237237273516 11.548952123041143 11.548952123041143 33.29028397669748 33.29028397669748 58725.316041700076 58716.36831020005 18.07425826098034 18.07425826098034 18.313959868999085 3.55518943159491 2.577362244665798 1.6556642328662117 316.5643896662285 -7.420117517015825 0.0027500621745562004 17.322632170567513 17.818092741861342 17.544419351890085 0.9899999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.577362244665798 1.6556642328662117 316.5643896662285 -7.420117517015825 0.0027500621745562004 17.322632170567513 17.818092741861342 17.544419351890085 0.9899999999999999 False False 0.3 0.7 1.5 0.02 8 3 8.947731500025839 1.6556642328662117 2.577362244665798 0.27367338997125756 0.6423870902481147 -0.25616551911899776 -0.7695405171090002 False 0.06934 Inputed -19.160313429244262 -19.400015037263007 """""" """""" """"""
-0.13492097456103408 0.19938492957938997 -8.46802442799244 17.669410221169485 5500.686583691336 77.35081523791716 72 54 54 72.9722569999285 51 True True 2021fym 160.15974999999997 78.91210000000001 SNIa 0.034 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 160.15974999999997 78.91210000000001 TNS 2021fym ZTF21aapehpx 2021fym SNIa 0.034 0.09479300567602422 1.0823623297873368 0.2962711404615277 0.5259855852980735 1.0823623297873368 1.792609816936114 22.44580650893034 22.44580650893034 50.526450490998165 50.526450490998165 59309.18746529985 59290.225208300166 17.183389074852823 17.183389074852823 17.255176764232793 8.219743519398083 2.749762633723098 16.523378173733615 160.1436707131835 78.90870862741454 0.0028411845579777717 14.290521252734067 15.452316754616499 14.678434076991678 0.8 """""" """""" """""" """""" 4 False True all False False 0 0.7 3.4250553561055934 160.16428029575349 78.91248227249206 0.06661792361603813 22.56248428666234 24.209062419891357 22.236807592937947 0.4666666666666666 False False 0.3 0.7 1.5 0.02 8 3 18.96225699968636 16.523378173733615 2.749762633723098 0.7738826776248207 6.00901982268973 -1.7310723202363238 -2.576742687241115 False 0.034 Inputed -18.653550273051238 -18.725337962431208 """""" """""" """"""
-0.1419069872260203 0.3435504005843328 -4.76487594665924 18.459780978736283 6127.658222942676 100.000132692235 48 34 34 51.99515049997717 60 True True 2021dai 113.80247499999997 14.850966666666666 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 113.80247499999997 14.850966666666666 TNS 2021dai ZTF21aakyqkb 2021dai SNIa 0.07 -0.13134164001365534 0.4730873641093609 -0.003151886108021529 0.13952491667388855 0.4730873641093609 0.8797946219524029 12.804706041592414 12.804706041592414 39.19044445838476 39.19044445838476 59270.23214119999 59260.19158559991 17.94555045745071 17.94555045745071 18.189622699122545 1.4404715189144885 4.242164417100235 9.065645672835776 113.80506731435901 14.850715934777401 0.004852475332081774 15.886665799320937 16.89098088938713 16.30483021807909 1.0 """""" """""" """""" """""" 2 False True all False False 0 0.7 1.1855679414545794 113.802694450222 14.8507147544256 0.013966704208094871 22.317168243470192 21.705813820137976 22.22994800942421 0.5166666666666667 False False 0.3 0.7 1.5 0.02 8 3 10.040555600076914 9.065645672835776 4.242164417100235 0.5861506713080402 2.1370330759203977 -1.054569568063581 -1.8847924810434549 False 0.07 Inputed -19.30554325246825 -19.549615494140085 """""" """""" """"""
-0.048401149782727776 0.4133388540076982 -11.159900950490055 19.563906523697653 5651.6059640987405 233.26647175759024 31 9 9 16.98331019980833 47 True True 2020yhh 329.42019999999997 -5.670194444444444 SNIa 0.14 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 329.42019999999997 -5.670194444444444 TNS 2020yhh ZTF20acnwgtl 2020yhh SNIa 0.14 -0.02850045096391085 0.22068995874157338 0.029637147421869514 0.09048667455012094 0.22068995874157338 0.3628722970528777 9.16819327868749 9.16819327868749 7.81511692112084 7.81511692112084 59152.239745399915 59150.165092600044 19.189618462323683 19.189618462323683 19.353167902617766 2.2053507645583648 0.7630448887538116 0.055558891445488874 329.420213351662 -5.67020229629844 0.000272713837010774 17.610941685473918 18.947694366770982 17.99354300929666 0.99 """""" """""" """""" """""" 0 False True all False False 0 0.7630448887538116 0.055558891445488874 329.420213351662 -5.67020229629844 0.000272713837010774 17.610941685473918 18.947694366770982 17.99354300929666 0.99 False False 0.3 0.7 1.5 0.02 8 3 2.074652799870819 0.055558891445488874 0.7630448887538116 0.9541513574743234 0.0728120878133742 -0.2419240955527009 -1.359624893321108 False 0.14 Inputed -19.67835896519099 -19.841908405485075 """""" """""" """"""
-0.014858067855394135 0.2203400531908576 -11.298219545906585 18.181065835238194 5315.167951813536 124.79774623645724 35 22 22 72.90111110033467 37 True True 2019dvd 187.77870791666 0.465181 SNII 0.02138 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 187.77870791666 0.465181 TNS 2019dvd ZTF19aarjfqe 2019dvd SNII 0.02138 0.11734982733361932 0.6780801417933517 0.24100389004876277 0.3752227265006667 0.6780801417933517 1.0319094224379697 106.42104691598124 106.42104691598124 -33.51993581564656 -33.51993581564656 58612.189317100216 58596.27219909988 17.99611066749809 18.070364473669937 17.99611066749809 3.443787591622106 6.487119487874457 10.937649582385369 187.7809640210505 0.4631460049171515 0.006237522731555645 15.395797329033613 16.133845651670693 15.623407571623922 1.0 """""" """""" """""" """""" 2 False True all False False 0 0.7 5.530646947001198 187.780231436236 0.464982933057729 0.35305804898467297 23.84861084128976 22.807094681408405 22.31836770751357 0.13333333333333333 False False 0.3 0.7 1.5 0.02 8 3 15.917118000332266 10.937649582385369 6.487119487874457 0.5104380800467716 1.6860564388909005 -1.9365188219992433 -2.3727030958741686 False 0.02138 Inputed -16.898432214147338 -16.82417840797549 """""" """""" """"""
-0.17746353736041814 0.38775174222930997 -5.453391974833089 18.289562991324644 6130.384830128218 56.190965633106366 31 15 15 23.06695599993691 43 True True 2020lqr 210.35542499999997 19.530472222222222 SNIa 0.0597 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 210.35542499999997 19.530472222222222 TNS 2020lqr ZTF20abdxffu 2020lqr SNIa 0.0597 -0.07032219538768913 1.2682815542831136 0.1805611579289952 0.4821074635982683 1.2682815542831136 2.365206775637205 7.8940829375358685 7.8940829375358685 15.17287306240104 15.17287306240104 59012.19789349986 59004.18892360013 17.941306728106046 17.941306728106046 18.134288281436152 1.5147557495109079 2.3101497911067947 0.20639684562527452 210.355387088744 19.530517059472352 0.0003630338319138282 15.070907962300776 16.30155916355133 15.459016784083843 0.9650000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.3101497911067947 0.20639684562527452 210.355387088744 19.530517059472352 0.0003630338319138282 15.070907962300776 16.30155916355133 15.459016784083843 0.9650000000000001 False False 0.3 0.7 1.5 0.02 8 3 8.00896989973262 0.20639684562527452 2.3101497911067947 0.8425423794674884 0.08934349037444433 -1.639747564554714 -2.675271497352309 False 0.0597 Inputed -19.010178252236003 -19.20315980556611 """""" """""" """"""
-0.1687874976395545 0.19059778356522095 -9.067124641388952 18.164789536073037 6068.100772348743 90.621625934095 47 36 36 57.91405089991167 45 True False 2019haw 273.06392291666 56.619931805555 SNIa 0.049 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 273.06392291666 56.619931805555 TNS 2019haw ZTF18aanygjk 2019haw SNIa 0.049 -0.0532845500378869 0.673833961140236 0.09881139569009179 0.26957206159751834 0.673833961140236 1.174747556440444 15.757371807123954 15.757371807123954 42.15667909278772 42.15667909278772 58653.3701272998 58638.36620370019 17.602828241436303 17.602828241436303 17.72073229906427 2.290351923358542 2.097812724407694 0.8237839304644149 273.06353985 56.62002093 0.00023376832074084586 14.698166728448868 15.666863198876381 15.035353234219551 0.9200000000000002 """""" """""" """""" """""" 0 False True all False False 0 2.097812724407694 0.8237839304644149 273.06353985 56.62002093 0.00023376832074084586 14.698166728448868 15.666863198876381 15.035353234219551 0.9200000000000002 False False 0.3 0.7 1.5 0.02 8 3 15.003923599608243 0.8237839304644149 2.097812724407694 0.6315099646568303 0.39268706919346474 -1.9359650425599213 -2.685379064844719 False 0.049 Inputed -18.98942412391405 -19.107328181542016 """""" """""" """"""
-0.09722798880246268 0.34190685706214535 -21.070914459893054 19.15753316016324 4552.488657736168 166.47123259120016 10 9 9 24.045173599850386 34 True True 2021tej 21.919987499999998 18.152352777777775 SNIb 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 21.919987499999998 18.152352777777775 TNS 2021tej ZTF21abjzjzz 2021tej SNIb 0.05 0.4295357693703252 0.9166357529627653 0.5408218866860928 0.6588795334612101 0.9166357529627653 1.2056637300944466 -10.032766494445859 -10.032766494445859 34.077940094296245 34.077940094296245 59410.43219910003 59410.43219910003 19.144271243112613 19.419808141701814 19.144271243112613 2.2049916969762005 2.83517077928704 2.5858510270186406 21.9195729108371 18.1517521599891 0.001609336508820114 16.246375202679634 17.01846288605213 16.54453263656378 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.83517077928704 2.5858510270186406 21.9195729108371 18.1517521599891 0.001609336508820114 16.246375202679634 17.01846288605213 16.54453263656378 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 0.0 2.5858510270186406 2.83517077928704 0.47393024948835105 0.9120618221343634 -2.4013452556496837 -2.599738606548833 False 0.05 Inputed -17.610267388062663 -17.33473048947346 """""" """""" """"""
-0.037235070202097785 0.430020037166622 -19.89382040859289 18.181187912732266 6362.749589963766 246.23963862119192 57 32 32 72.78988429997116 27 True True 2020gac 187.44254166666664 42.73283888888889 SNII 0.038671 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 187.44254166666664 42.73283888888889 TNS 2020gac ZTF20aauqhka 2020gac SNII 0.038671 -0.1367949765236176 0.07767279909134217 -0.08665909406927597 -0.034252405649244366 0.07767279909134217 0.199594486399846 13.628577834524854 13.628577834524854 59.16130646544631 59.16130646544631 58955.30723380018 58944.449583299924 17.703743272428852 17.703743272428852 17.945424217645073 3.845714529765507 3.404289281855779 2.69824303952258 187.4425390556375 42.73208937938725 0.002152101922229921 16.204375058633687 16.80912003530741 16.45274210678041 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.404289281855779 2.69824303952258 187.4425390556375 42.73208937938725 0.002152101922229921 16.204375058633687 16.80912003530741 16.45274210678041 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.857650500256568 2.69824303952258 3.404289281855779 0.35637792852699945 0.7926009854402525 -0.8946232371214435 -1.4926821108646635 False 0.038671 Inputed -18.245309079182796 -18.486990024399017 """""" """""" """"""
-0.20081489172077543 0.21404896459758657 -10.14094374268116 18.384254166475294 5689.812990729305 182.91559432863744 14 8 8 37.99430549982935 32 True True 2019xfx 36.054916666666664 -10.504261111111111 SNIa 0.053 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 36.054916666666664 -10.504261111111111 TNS 2019xfx ZTF19adalouc 2019xfx SNIa 0.053 -0.02735880669882107 0.29886829820632244 0.047323044147631776 0.1264591025600481 0.29886829820632244 0.491494053405777 11.534906196096653 11.534906196096653 26.4593993037327 26.4593993037327 58851.12662040023 58837.1272454001 17.756433168994086 17.756433168994086 18.290732537701807 21.90394668519704 1.2492068001921361 1.8937104315072808 36.05439581228545 -10.50438126009435 0.0002979364284836361 15.834223188912869 16.95267792640805 16.159791210546494 0.96 """""" """""" """""" """""" 0 False True all False False 0 1.2492068001921361 1.8937104315072808 36.05439581228545 -10.50438126009435 0.0002979364284836361 15.834223188912869 16.95267792640805 16.159791210546494 0.96 False False 0.3 0.7 1.5 0.02 8 3 13.999375000130385 1.8937104315072808 1.2492068001921361 0.792886715861556 1.515930293699983 -0.8037552425860355 -2.1309413271553126 False 0.053 Inputed -18.591865536432742 -19.126164905140463 """""" """""" """"""
-0.010475097581174311 0.3168204467064984 -13.210941611912187 19.583294258501425 5217.714431091546 183.95526127152743 55 31 31 67.96434029983357 72 True True 2021jom 221.3553458333333 16.586844444444445 SNII 0.0372 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 221.3553458333333 16.586844444444445 TNS 2021jom ZTF21aavdukh 2021jom SNII 0.0372 0.11703755811830874 0.4774474632974588 0.19978653909882382 0.28730143329414304 0.4774474632974588 0.689211670286781 100.60823554501057 100.60823554501057 -32.643895245177006 -32.643895245177006 59321.378865700215 59317.28850689996 19.412611847334844 19.412611847334844 19.481107931162306 0.8440108838041369 3.585585817270226 2.6159350644651043 221.355766757855 16.58624006142055 0.0016933806951523467 15.779594297182559 16.62493514448643 16.05754852278352 0.99 """""" """""" """""" """""" 0 False True all False False 0 3.585585817270226 2.6159350644651043 221.355766757855 16.58624006142055 0.0016933806951523467 15.779594297182559 16.62493514448643 16.05754852278352 0.99 False False 0.3 0.7 1.5 0.02 8 3 4.090358800254762 2.6159350644651043 3.585585817270226 0.5673866217029087 0.7295697823951861 -2.7876767028484153 -3.423559408378786 False 0.0372 Inputed -16.624637069525868 -16.69313315335333 """""" """""" """"""
-0.14218525683436312 0.4157673628470622 -6.410385620731466 18.74207370870856 6021.0060459108445 93.21346943445444 23 14 14 29.940242999698967 55 True True 2018ldw 166.44682041666 2.4320856388888 SNIa 0.078 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 166.44682041666 2.4320856388888 TNS 2018ldw ZTF18adbhrjs 2018ldw SNIa 0.078 -0.08340317875468273 0.6021971806642377 0.06055639597190776 0.2217982067367572 0.6021971806642377 1.071392598033622 9.758925386841959 9.758925386841959 20.181317612857008 20.181317612857008 58491.47746529989 58481.48059030017 18.38377382488438 18.38377382488438 18.569140508979917 0.7810576035414932 0.7 7.608443211277072 166.448891826894 2.43165705639274 0.1387315535866268 21.638574497864248 22.260223506336214 21.57234979575157 0.3166666666666667 """""" """""" """""" """""" 0 False True all False False 0 0.7 7.608443211277072 166.448891826894 2.43165705639274 0.1387315535866268 21.638574497864248 22.260223506336214 21.57234979575157 0.3166666666666667 False False 0.3 0.7 1.5 0.02 8 3 9.996874999720603 0.0 0.0 0.0 0.0 5.256226175115621 4.700859491020083 True 0.078 Inputed -19.164864625331255 -19.350231309426793 """""" """""" """"""
-0.17933392390477848 0.16718729069058647 -10.298266166295578 17.617780987974133 5521.024388883058 118.56704865654 80 64 64 74.99383099982515 35 True True 2021htr 186.67479166666666 40.06696111111111 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 186.67479166666666 40.06696111111111 TNS 2021htr ZTF21aarenhl 2021htr SNIa 0.04 0.05700395164813443 0.627977783320155 0.18191421610080738 0.3181983117443288 0.627977783320155 0.9931413479883062 16.708820395695938 16.708820395695938 58.28501060412921 58.28501060412921 59321.261759299785 59304.22847220022 17.015933376116546 17.015933376116546 17.141151459206256 7.711897037582253 0.9264714840657984 0.5249696354734216 186.67460118142 40.06695737275005 0.003896079621891868 20.502421901866796 20.942505126451252 20.682186884241702 0.915 """""" """""" """""" """""" 0 False True all False False 0 0.9264714840657984 0.5249696354734216 186.67460118142 40.06695737275005 0.003896079621891868 20.502421901866796 20.942505126451252 20.682186884241702 0.915 False False 0.3 0.7 1.5 0.02 8 3 17.033287099562585 0.5249696354734216 0.9264714840657984 0.26031824220955 0.5666333443632875 3.9265717503347055 3.541035425035446 False 0.04 Inputed -19.123653428275162 -19.24887151136487 """""" """""" """"""
-0.23841816418256234 0.1418567655696885 -10.956508399053357 18.10884417087502 5433.737494324017 102.9315146148105 28 16 16 57.81285879993811 49 True True 2019duh 224.32524124999 11.3074165 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 224.32524124999 11.3074165 TNS 2019duh ZTF19aarinmw 2019duh SNIa 0.05 0.10827734350900897 0.8084304788857253 0.25858106659578795 0.4245470792544026 0.8084304788857253 1.2710880902963844 11.154105703450824 11.154105703450824 46.65875309648729 46.65875309648729 58606.33934029983 58592.419953700155 17.59183161823897 17.61234058325858 17.59183161823897 4.178508285672446 1.3559456924026487 0.45912221450345286 224.325328942114 11.3075106840628 0.00021617081568003904 15.756382813224793 16.84097053547621 16.100681525456906 0.95 """""" """""" """""" """""" 0 False True all False False 0 1.3559456924026487 0.45912221450345286 224.325328942114 11.3075106840628 0.00021617081568003904 15.756382813224793 16.84097053547621 16.100681525456906 0.95 False False 0.3 0.7 1.5 0.02 8 3 13.919386599678546 0.45912221450345286 1.3559456924026487 0.7402890100193034 0.33859926476105234 -0.7713700477823693 -1.491150092782064 False 0.05 Inputed -19.162707012936306 -19.142198047916697 """""" """""" """"""
-0.16813264394325508 0.23392296307499882 -9.38829168773809 17.671187442560985 5840.512665328951 105.7018824671185 50 29 29 57.87231480004266 115 True False 2021tgb 297.505525 -20.164669444444442 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 297.505525 -20.164669444444442 TNS 2021tgb ZTF21abljmmv 2021tgb SNIa 0.05 -0.017722034359771044 0.601771287151081 0.11533573777521156 0.26223004339659894 0.601771287151081 1.0103098715975847 15.21040096819526 15.21040096819526 42.6619138318474 42.6619138318474 59424.27347220015 59408.31535879988 17.18984947159894 17.18984947159894 17.28116502525223 2.896505604163515 3.3207666462310805 1.6301472280769402 297.5059353 -20.16443132 0.000798895766854435 15.079699094200134 16.382254809236528 15.460486851930618 0.85 """""" """""" """""" """""" 0 False True all False False 0 3.3207666462310805 1.6301472280769402 297.5059353 -20.16443132 0.000798895766854435 15.079699094200134 16.382254809236528 15.460486851930618 0.85 False False 0.3 0.7 1.5 0.02 8 3 15.958113400265574 1.6301472280769402 3.3207666462310805 0.9217679573059101 0.4908948449982426 -0.807594662362412 -1.8206781733216104 False 0.05 Inputed -19.473373605923047 -19.564689159576336 """""" """""" """"""
-0.15559077059912743 0.2944151619631793 -11.023362912747999 18.402072962975442 4048.0694179217694 146.63359708640803 44 28 28 47.90956020029262 81 True True 2020ykd 150.03947499999998 38.45704444444445 SNII 0.02690421 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 150.03947499999998 38.45704444444445 TNS 2020ykd ZTF20acnzkxb 2020ykd SNII 0.02690421 0.5522386417738332 1.151261240646594 0.687591508693739 0.8321960243495923 1.151261240646594 1.514001162801211 14.746770917679793 14.746770917679793 33.16278928261283 33.16278928261283 59168.44642359996 59150.535138899926 18.08074219662333 18.496830574153716 18.08074219662333 1.75467209868761 4.398002257971319 6.869966948521589 150.037082121453 38.456683130733396 0.002350659458047466 15.211758791840673 15.954834543731213 15.451982582421302 1.0 """""" """""" """""" """""" 1 True True all False False 0 1.6973603917515476 0.6598396167513684 150.03926306 38.45696666 0.0003565331493353696 15.812252859687804 16.142317351055144 15.758147789293528 1.0 False False 0.3 0.7 1.5 0.02 8 3 17.91128470003605 6.869966948521589 4.398002257971319 0.5028519613099114 1.5620653527564403 -2.541996030422503 -2.6287596142020284 False 0.02690421 Inputed -17.315878412785796 -16.89979003525541 """""" """""" """"""
-0.14960606427682077 0.24814947037946394 -4.125124215516194 19.325175763734567 5444.326729979612 86.82383717417812 58 44 44 43.94569450011477 54 True True 2020nia 226.92264583333332 32.00959722222222 SNIa 0.095 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 226.92264583333332 32.00959722222222 TNS 2020nia ZTF20abgfvav 2020nia SNIa 0.095 0.021567640043961944 0.832874687920306 0.19041576799258308 0.38056986852345887 0.832874687920306 1.3970028340029366 15.144330520542901 15.144330520542901 28.801363979571867 28.801363979571867 59029.187673599925 59019.2341781999 18.901514068009003 18.901514068009003 18.938250638718124 0.8163322334364714 2.0902822448825993 6.1178719249487425 226.92462176047798 32.00931321169125 0.003895771128219927 16.95577230068326 17.60260059155941 17.224892547539472 1.0 """""" """""" """""" """""" 1 False True all False False 0 1.152817121258665 1.9835747184220367 226.92222011119497 32.01001348706925 0.0039317814529234996 19.311691679050327 19.69414005062938 19.290549774365424 0.975 False False 0.3 0.7 1.5 0.02 8 3 9.95349540002644 6.1178719249487425 2.0902822448825993 0.3777080440199363 2.9268161942849744 -1.298913476449595 -1.7133580911786517 False 0.095 Inputed -19.231839094427137 -19.268575665136257 """""" """""" """"""
-0.030925819221371782 0.4164983675756534 -29.38417517937807 18.982852607033536 3956.681405884932 361.39403336885414 29 23 23 69.93605320015922 1052 True False 2020njz 30.462558333333327 -10.469958333333333 SNIc 0.015724 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 30.462558333333327 -10.469958333333333 TNS 2020njz ZTF20abpvhqv 2020njz SNIc 0.015724 0.6086298177665839 0.8393360706911714 0.6640094635517393 0.7208979628273795 0.8393360706911714 0.96422268777075 3.9495466442798133 3.9495466442798133 65.9865065558794 65.9865065558794 59061.45355319977 59056.44156249985 18.711430675980413 19.87859647693837 18.711430675980413 1.826535322512487 2.1654560248399686 8.63956718832005 30.46465491 -10.46872995 0.0001081247563774479 11.536928853660822 23.64 23.27 0.5 """""" """""" """""" """""" 30 False True all False False 0 1.0482202186547256 2.2407018657490543 30.46301637 -10.46952876 0.004486294998085172 19.462381912970542 23.64 23.27 0.5 False False 0.3 0.7 1.5 0.02 8 3 5.011990699917078 8.63956718832005 2.1654560248399686 0.370000000000001 3.989721836516413 3.761403523061631 4.558569324019587 False 0.015724 Inputed -15.512759283770555 -14.345593482812598 """""" """""" """"""
-0.18748422271865167 0.23743147664740755 -7.322802252293314 17.812967217775363 6041.348716119102 145.89720530693103 31 20 20 64.92395829968154 30 True True 2018les 53.575576249999 1.0820748888888 SNIa 0.04774 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 53.575576249999 1.0820748888888 TNS 2018les ZTF18adbntwo 2018les SNIa 0.04774 -0.11085895312322691 0.28275863479538543 -0.02291720571312439 0.0717510671231345 0.28275863479538543 0.5253188137288589 13.328576440708108 13.328576440708108 51.59538185897344 51.59538185897344 58495.20224539982 58482.22018520022 17.17886576432958 17.17886576432958 17.473200960251745 3.572086563694116 2.254065141404785 9.23532890118315 53.57417094416765 1.0842212672434801 0.001464045271992953 14.805238375430108 15.895747080802918 15.162964632148743 0.975 """""" """""" """""" """""" 0 False True all False False 0 2.254065141404785 9.23532890118315 53.57417094416765 1.0842212672434801 0.001464045271992953 14.805238375430108 15.895747080802918 15.162964632148743 0.975 False False 0.3 0.7 1.5 0.02 8 3 12.982060199603438 9.23532890118315 2.254065141404785 0.7327824486541754 4.097188112064712 -1.283118683526661 -2.3102363281030023 False 0.04774 Inputed -19.179739456772356 -19.474074652694522 """""" """""" """"""
-0.1906083684940306 0.20777033821534063 -6.647554964847805 17.291970085929435 5704.328184238866 110.2457089063185 134 90 90 72.88495370000601 85 True True 2021pqk 214.81491666666665 26.30038888888889 SNIa 0.03676 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 214.81491666666665 26.30038888888889 TNS 2021pqk ZTF21abfnfdw 2021pqk SNIa 0.03676 -0.02429191107020756 0.561785739123934 0.10235154729827656 0.24162796248463891 0.561785739123934 0.9443467284897515 15.49231048361655 15.49231048361655 57.39264321638946 57.39264321638946 59391.19348380016 59377.29733800003 16.723434958725978 16.723434958725978 16.835960251135045 5.657820097947487 8.14839350295302 15.252044837670985 214.819201306502 26.29860140257565 0.0022429913739997476 13.325703980019092 14.205605795383454 13.522775489571094 0.975 """""" """""" """""" """""" 4 False True all False False 0 0.7 5.265125726558075 214.814681839565 26.298941584578053 0.1510701807829019 22.68288112475395 18.76902307446003 21.61709542685032 0.2875 False False 0.3 0.7 1.5 0.02 8 3 13.89614580012858 15.252044837670985 8.14839350295302 0.6828303058123595 1.8717855037491211 -2.5178291633425243 -3.313184761563951 False 0.03676 Inputed -19.243714905435294 -19.35624019784436 """""" """""" """"""
-0.1899720834483251 0.22869542467518017 -13.126841795524236 18.62404516527058 4581.225565296042 310.0540386457209 58 51 51 69.87587960017845 101 True True 2020hes 266.77383333333336 42.77773055555556 SNIc-BL 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 266.77383333333336 42.77773055555556 TNS 2020hes ZTF20aaurexl 2020hes SNIc-BL 0.07 0.27393832207398106 0.5000616593795613 0.32775222650240465 0.3833474385867994 0.5000616593795613 0.6244542667710427 5.63385314071177 5.63385314071177 64.24202645946669 64.24202645946669 58964.42649309989 58953.43201390002 18.200907531440468 18.275033937925155 18.200907531440468 4.387468629125016 0.7 0.5458154566867689 266.773637934181 42.77777972301525 0.0039973695122645925 21.189442495925427 21.282284055686 21.32954149474144 0.75 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.5458154566867689 266.773637934181 42.77777972301525 0.0039973695122645925 21.189442495925427 21.282284055686 21.32954149474144 0.75 False False 0.3 0.7 1.5 0.02 8 3 10.99447919987142 0.5458154566867689 0.7 -0.047257439055442774 0.7797363666953842 3.0072501177608437 3.128633963300974 False 0.07 Inputed -19.294258420150328 -19.22013201366564 """""" """""" """"""
-0.12650241606360674 0.34553999141983643 -13.790949298844959 18.991332086150987 4292.021696143048 181.0721401918344 20 8 8 15.061631899792701 52 True False 2019luv 328.81253416666 -12.14899036111 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 328.81253416666 -12.14899036111 TNS 2019luv ZTF19abioohk 2019luv SNIa 0.06 0.44489234722688664 0.8920724574070675 0.5478202419370604 0.656487802237578 0.8920724574070675 1.1538545872540702 -2.3760284409224823 -2.3760284409224823 17.437660340715183 17.437660340715183 58693.395381900016 58690.380671299994 18.850108388052004 19.17779311703353 18.850108388052004 6.2013899383507205 1.298946863887896 3.8357360217950927 328.81145127 -12.14886984 0.0018558465907354549 17.214716690695287 18.20438832461834 17.55364199807644 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.298946863887896 3.8357360217950927 328.81145127 -12.14886984 0.0018558465907354549 17.214716690695287 18.20438832461834 17.55364199807644 0.99 False False 0.3 0.7 1.5 0.02 8 3 3.0147106000222266 3.8357360217950927 1.298946863887896 0.6507463265418991 2.952958376075752 -0.9734047924151916 -1.2964663899755635 False 0.06 Inputed -18.305392593145797 -17.97770786416427 """""" """""" """"""
-0.17900942246849466 0.4808118266853576 -3.635003722970353 18.751913216505585 5273.429782331144 181.92680434122087 60 29 29 17.83990740031004 44 True False 2021aa 120.49603333333333 62.50174722222222 SNIa 0.079 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 120.49603333333333 62.50174722222222 TNS 2021aa ZTF21aaafgmv 2021aa SNIa 0.079 0.027596558310140296 0.36989756180993183 0.10599908201123398 0.1890486624478882 0.36989756180993183 0.5718486896538408 6.356513742770111 6.356513742770111 11.483393657539928 11.483393657539928 59221.32905089995 59215.42826389987 18.59694680287954 18.59694680287954 18.606637448077265 0.23397669612171346 0.9545326658909361 0.57898502484589 120.4956991 62.50170194 0.00024785865976817423 16.78176194384098 17.917978387880325 17.214564726543426 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.9545326658909361 0.57898502484589 120.4956991 62.50170194 0.00024785865976817423 16.78176194384098 17.917978387880325 17.214564726543426 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 5.900787000078708 0.57898502484589 0.9545326658909361 0.7034136613368993 0.6065638668378943 -0.6789684149992148 -1.3920727215338395 False 0.079 Inputed -19.15550671513423 -19.165197360331955 """""" """""" """"""
-0.045067077458614296 0.3420920916933524 -11.478893498850258 18.45228849561485 4660.2885695781215 219.1063433863594 32 19 19 64.98203710000962 64 True True 2020cvy 120.20524999999 27.498589 SNII 0.017 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 120.20524999999 27.498589 TNS 2020cvy ZTF20aaophpu 2020cvy SNII 0.017 0.26239435024048774 0.5889216880145192 0.33851999851763637 0.41823020373212216 0.5889216880145192 0.7755608400847613 31.292613352677936 31.292613352677936 33.68942374733169 33.68942374733169 58917.160150500014 58898.19039350003 18.244276787379146 18.537858548540218 18.244276787379146 2.9834455399772324 5.517962333623674 9.120551960594929 120.20720913228351 27.50043255031585 0.0010222189371819068 13.45952277641058 14.122290876939296 13.613872873231173 0.9949999999999999 """""" """""" """""" """""" 5 False True all False False 0 1.9546866733312935 4.179156588130441 120.2065343539235 27.4988120382042 0.0033226996284481114 17.426064492230417 17.520011603889465 17.293279553625585 0.5900000000000001 False False 0.3 0.7 1.5 0.02 8 3 18.969756999984384 9.120551960594929 5.517962333623674 0.5084180037081225 1.6528840555903932 -4.415567671600922 -4.630403914147973 False 0.017 Inputed -16.15005243756554 -15.856470676404468 """""" """""" """"""
-0.1719077073408391 0.19795175210791127 -10.616275168380207 18.31520154052015 5964.320660292895 102.21191559133521 36 21 21 67.93758100038394 42 True True 2019pff 251.45766708333 45.086311 SNIa 0.05964 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 251.45766708333 45.086311 TNS 2019pff ZTF19abvanim 2019pff SNIa 0.05964 -0.025623920121329746 0.6155757633521368 0.11135193599691107 0.2630949886949452 0.6155757633521368 1.0422643965100455 15.804171737829439 15.804171737829439 52.13340926255451 52.13340926255451 58744.13986109989 58727.1415161998 17.744764677926288 17.744764677926288 17.927759363269185 2.9345434028335253 4.64458720667746 12.322169573036442 251.453214914978 45.08766559318945 0.00809506379032976 15.990180309982001 16.730517316575646 16.29443207021177 0.99 """""" """""" """""" """""" 2 False True all False False 0 0.7 5.007336482552829 251.4557583873285 45.0859666248667 0.08740432401571419 22.039154954708813 22.226039666916133 22.36131934304595 0.2333333333333333 False False 0.3 0.7 1.5 0.02 8 3 16.998344900086522 12.322169573036442 4.64458720667746 0.43608524636387713 2.6530171627138417 -1.014247361350641 -1.633327293057416 False 0.05964 Inputed -19.214493704894185 -19.397488390237083 """""" """""" """"""
-0.24805767557969843 0.45385889366119053 -20.330446561184345 16.29709639769253 6978.781181583468 207.37311709564563 50 17 17 19.967974500264972 44 True False 2021wur 33.58185 43.98736111111111 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 33.58185 43.98736111111111 TNS 2021wur ZTF21abujmgh 2021wur CV 0.0 -0.22384742641202138 0.014850072831027461 -0.16884129845542617 -0.1108045783391276 0.014850072831027461 0.15411972439101973 -17.106604071058474 -17.106604071058474 37.07457857132344 37.07457857132344 59449.453819400165 59449.41459489986 17.156403022484376 17.156403022484376 17.479072449318778 2.4243298314612476 0.7 0.4425986060815732 33.58200122 43.98741836 0.029898435807248047 23.91568375749588 22.601626165437697 23.149601043224333 0.05 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.4425986060815732 33.58200122 43.98741836 0.029898435807248047 23.91568375749588 22.601626165437697 23.149601043224333 0.05 False False 0.3 0.7 1.5 0.02 8 3 0.03922450030222535 0.4425986060815732 0.7 -0.5479748777866362 0.6322837229736761 5.445223142953321 5.670528593905555 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.15178503243851751 0.24679837039429853 -9.823845398773514 18.919783184915637 4379.1099272696065 194.8470523695421 39 19 19 36.91696760011837 111 True False 2021umv 277.7918624999999 26.955 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 277.7918624999999 26.955 TNS 2021umv ZTF21abqfttg 2021umv SNIa 0.07 0.3636586111651994 0.7579216046465902 0.4548746326592479 0.5508595349189278 0.7579216046465902 0.9865190811613189 11.311059721201655 11.311059721201655 25.605907878916714 25.605907878916714 59439.21460650023 59427.297893499956 18.51252182522839 18.856560751955893 18.51252182522839 1.087771537068586 3.3673926639450973 1.0231559747796966 277.79215993 26.95510241 0.0013287216601367557 15.759834367728233 17.14317162065506 16.268767218780518 0.9700000000000001 """""" """""" """""" """""" 0 False True all False False 0 3.3673926639450973 1.0231559747796966 277.79215993 26.95510241 0.0013287216601367557 15.759834367728233 17.14317162065506 16.268767218780518 0.9700000000000001 False False 0.3 0.7 1.5 0.02 8 3 11.916713000275195 1.0231559747796966 3.3673926639450973 0.8744044018745427 0.30384219391302275 -1.7133891313008327 -2.2437546064478724 False 0.07 Inputed -18.982644126362406 -18.638605199634902 """""" """""" """"""
-0.1405324588183774 0.3997789287602141 -5.503950750622497 18.765575069884946 5815.844496359056 136.6324389552144 41 28 28 29.03886580001563 58 True True 2020oaj 215.64862499999998 18.58751111111111 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 215.64862499999998 18.58751111111111 TNS 2020oaj ZTF20abjlaim 2020oaj SNIa 0.08 -0.07555415715637537 0.36172046367419597 0.021496814536114073 0.12641708389809025 0.36172046367419597 0.6343201496488433 10.043000994376902 10.043000994376902 18.995864805638725 18.995864805638725 59042.19618060021 59033.17329860013 18.412110283401596 18.412110283401596 18.53963141135701 0.2881180409869284 0.9183626565938914 1.55620246290836 215.64846287540252 18.587915154326147 0.021281532451743468 22.161113693643212 22.52117799901247 22.272034946888684 0.625 """""" """""" """""" """""" 0 False True all False False 0 0.9183626565938914 1.55620246290836 215.64846287540252 18.587915154326147 0.021281532451743468 22.161113693643212 22.52117799901247 22.272034946888684 0.625 False False 0.3 0.7 1.5 0.02 8 3 9.022882000077516 1.55620246290836 0.9183626565938914 0.24914305212378451 1.6945402251874526 4.109067715610873 3.732403535531674 False 0.08 Inputed -19.250302610714368 -19.377823738669782 """""" """""" """"""
-0.06798209446644343 0.2641376161137927 -10.861143060255674 17.860788321122435 6167.093254790569 264.86647275723544 105 37 37 73.91579860029742 39 True True 2021bnw 163.467375 12.55805 SLSN-I 0.098 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 163.467375 12.55805 TNS 2021bnw ZTF21aagpymw 2021bnw SLSN-I 0.098 -0.1470695265805695 0.04924359010503565 -0.10096814507281948 -0.05292203014507635 0.04924359010503565 0.1599162657117823 43.691792392133664 43.691792392133664 30.224006208163754 30.224006208163754 59262.41069439985 59227.4406365999 17.32037944283587 17.32037944283587 17.501737476803097 0.8990493343004833 1.1766897034055295 2.1933823848235443 163.4679950237175 12.55812041393455 0.0037470773279272285 19.1005318128407 19.915557683441637 19.41766195999384 0.96 """""" """""" """""" """""" 2 False True all False False 0 0.7 0.4656514412272962 163.467403676841 12.5579237172887 0.00466116774130354 21.440193492946626 21.748960730729102 21.588374135563374 0.0375 False False 0.3 0.7 1.5 0.02 8 3 34.97005779994652 2.1933823848235443 1.1766897034055295 0.4978957234477974 1.864027855836201 2.595178240605769 1.915924483190743 False 0.098 Inputed -20.73723033134013 -20.918588365307357 """""" """""" """"""
-0.05712260327836364 0.34906037728597816 -10.41120483363834 18.39561294215773 5586.66514818326 313.7681589507971 48 32 32 74.81811340013519 53 True True 2019krt 253.22816708333 20.71765 SNIIn 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 253.22816708333 20.71765 TNS 2019krt ZTF19abdviwl 2019krt SNIIn 0.03 -0.032606342484879036 0.14773302923727272 0.010217462479779726 0.05452371664056699 0.14773302923727272 0.24732760817276755 30.91867872695679 30.91867872695679 43.8994346731784 43.8994346731784 58692.220046299975 58669.315624999814 18.059432286579668 18.059432286579668 18.16015088256969 0.6111618248070214 0.7 1.4663505498405147 253.227752728589 20.7177753244279 0.0055546415653781045 20.835101558008194 20.95436524744034 20.845089471650123 0.89 """""" """""" """""" """""" 1 False True all False False 0 1.129325469120334 0.5095236992700384 253.228026781389 20.717596982716998 0.005766899636501677 20.534915246584415 20.718359195165633 20.43425146650791 0.9222222222222223 False False 0.3 0.7 1.5 0.02 8 3 22.90442130016163 1.4663505498405147 0.7 0.1092757757902163 2.094786499772164 2.8949329608606718 2.684938589080435 False 0.03 Inputed -17.47464657105564 -17.57536516704566 """""" """""" """"""
-0.16550127087869704 0.24679344777175208 -7.812319719808187 19.065398517962024 5570.458077604123 98.5974881531634 37 30 30 61.913645799737424 45 True True 2021rkp 5.7009583333333325 33.51228888888889 SNIa 0.104 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 5.7009583333333325 33.51228888888889 TNS 2021rkp ZTF21abjaksr 2021rkp SNIa 0.104 0.03378611020579214 0.7338623935520161 0.18275995544426848 0.34819066225925255 0.7338623935520161 1.2030427240946828 12.624042789380953 12.624042789380953 49.28960301035647 49.28960301035647 59409.43414349994 59397.45211810013 18.64789760193547 18.64789760193547 18.733484511542216 2.11606745234753 1.13581635090121 0.813106135634921 5.700786646546035 33.51211418070555 0.003097532540461856 19.606780153695347 20.027092643961907 19.842279293491842 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.13581635090121 0.813106135634921 5.700786646546035 33.51211418070555 0.003097532540461856 19.606780153695347 20.027092643961907 19.842279293491842 0.975 False False 0.3 0.7 1.5 0.02 8 3 11.982025399804115 0.813106135634921 1.13581635090121 0.18481335047006553 0.7158781743102786 1.3791950420264385 1.1087947819496264 False 0.104 Inputed -19.637219750282732 -19.72280665988948 """""" """""" """"""
-0.17542856039375973 0.19914482425829166 -3.2515097201833303 17.813821573147962 5577.805937468395 143.97824001591266 41 17 17 23.026956100016832 51 True True 2021rhk 210.76 8.765669444444445 SNII 0.022596 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 210.76 8.765669444444445 TNS 2021rhk ZTF21abioeyq 2021rhk SNII 0.022596 -0.04445020598211613 0.37763183923135557 0.04987012693834458 0.1513901844157246 0.37763183923135557 0.6376946312388228 10.967642466758669 10.967642466758669 12.059313633258164 12.059313633258164 59401.22677080007 59396.20636569988 17.3882055457366 17.3882055457366 17.39533270946094 3.0181374467396784 2.643815911909822 8.58717645534927 210.7615994984635 8.767455730070525 0.0059497373029526734 16.703204676270484 16.842146477575305 16.07070486584306 0.9650000000000001 """""" """""" """""" """""" 7 False True all False False 0 5.077034156112728 2.362621977738153 210.76010153726952 8.766318010685206 0.0327484067027497 18.878188478115202 20.02724524860144 19.029258529073 0.5583333333333333 False False 0.3 0.7 1.5 0.02 8 3 5.020405100192875 8.58717645534927 2.643815911909822 0.7714416117322465 3.2480235922122596 -0.5460590681612949 -1.3246278436178827 False 0.022596 Inputed -17.619996686174265 -17.627123849898606 """""" """""" """"""
-0.1591629305848956 0.17446059321936466 -10.742178762236376 18.48397817975067 5287.616357964789 65.36584004361613 24 7 7 38.95341440010816 73 True True 2019lua 204.66933166666 32.305016249999 SNIa 0.06092 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 204.66933166666 32.305016249999 TNS 2019lua ZTF19abhemuy 2019lua SNIa 0.06092 0.23919541431982339 1.5850223688210079 0.5048802798311094 0.8138929349240165 1.5850223688210079 2.6079347886418702 16.205554928177158 16.205554928177158 22.747859471931 22.747859471931 58701.16127309995 58685.1837847 18.1142574618004 18.264640714685076 18.1142574618004 7.415114941179555 5.24773708229869 18.079092079809175 204.67354548512 32.30855684412025 0.0035712794526023828 14.111182753128409 16.073482478046415 14.456231973596214 0.99 """""" """""" """""" """""" 15 False True all False False 0 0.7 3.844940976817264 204.66806803679 32.3050156365881 0.054641622974742954 22.02848449166894 22.4024604468143 23.08448658069372 0.6 False False 0.3 0.7 1.5 0.02 8 3 15.977488399948925 18.079092079809175 5.24773708229869 1.617250504450201 3.4451215440636953 -2.1911582366386604 -3.658025488204185 False 0.06092 Inputed -19.07474558290416 -18.924362330019484 """""" """""" """"""
-0.1869188321653073 0.17706873120776712 -12.780209664329105 18.330882583903115 5224.263483039147 122.78196529941641 91 67 67 72.01896990044042 63 True True 2021eib 293.0214541666667 79.22604722222222 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 293.0214541666667 79.22604722222222 TNS 2021eib ZTF21aaobcrz 2021eib SNIa 0.06 0.1636815034207153 0.7530390406331051 0.2935049014702962 0.43451459229446243 0.7530390406331051 1.1257546504067903 11.456286649855095 11.456286649855095 60.56268325058533 60.56268325058533 59291.38725689985 59276.41262729978 17.880241965635136 17.896002335166393 17.880241965635136 1.8863314598700571 1.5301686545413096 4.315870251173474 293.0242731909095 79.22712405760765 0.0012636098566629617 16.358870157768727 17.490526542944906 16.707294927866457 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.5301686545413096 4.315870251173474 293.0242731909095 79.22712405760765 0.0012636098566629617 16.358870157768727 17.490526542944906 16.707294927866457 0.99 False False 0.3 0.7 1.5 0.02 8 3 14.974629600066692 4.315870251173474 1.5301686545413096 0.7832316150784493 2.8205193188114412 -0.40547579222148755 -1.1729470377686795 False 0.06 Inputed -19.275259015562664 -19.259498646031407 """""" """""" """"""
-0.008778216148672212 0.1376823231700337 16.11357826901074 18.250440489018366 4169.165888914441 245.47532886458185 85 39 39 74.77553240023553 73 True False 2020abcq 131.13124999999997 -20.34648888888889 SNII 0.0115 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 131.13124999999997 -20.34648888888889 TNS 2020abcq ZTF20acuhren 2020abcq SNII 0.0115 0.2515609023059753 0.5381915119171161 0.31888203385509684 0.3890336939200232 0.5381915119171161 0.6997951911474729 251.95108531887556 251.95108531887556 -177.17555291864002 -177.17555291864002 59192.43666670006 59182.47719909996 18.031284374294557 18.031284374294557 18.117849494391145 1.5435113601416504 4.638468911554452 19.25684351322458 131.12882063 -20.35132882 0.0014973387759374956 12.907320619344711 13.59023595495224 17.086409734916685 1.0 """""" """""" """""" """""" 7 False True all False False 0 0.9728759451327205 7.35132534724886 131.13039831 -20.34460947 0.032329514195371556 19.691387760591507 19.145692469978332 13.62563139781952 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.959467600099742 19.25684351322458 4.638468911554452 -3.4961737799644457 4.151551703894291 -4.441048419342318 -1.031439759474459 False 0.0115 Inputed -15.424648821681195 -15.511213941777783 """""" """""" """"""
-0.36359181675421537 0.13060046182487323 -5.442649816477234 18.365001214358756 5208.371071670007 82.13917944829612 37 24 24 47.899930600076914 36 True True 2021bm 219.447 59.90703333333333 SNIc 0.031517 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 219.447 59.90703333333333 TNS 2021bm ZTF21aaaosoq 2021bm SNIc 0.031517 0.1114816681096471 1.037217038426384 0.302698561072571 0.5190272451151756 1.037217038426384 1.689735794970595 6.220426583010677 6.220426583010677 41.679504017066236 41.679504017066236 59223.53421299998 59217.46975689987 17.797618526552842 17.797618526552842 17.81349811880626 2.4597788057384125 1.915207451121634 1.6752163410048169 219.4472115386045 59.906580244933906 0.0018711496841652409 17.495734987878205 18.18512401549816 17.694451222857833 0.9750000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.915207451121634 1.6752163410048169 219.4472115386045 59.906580244933906 0.0018711496841652409 17.495734987878205 18.18512401549816 17.694451222857833 0.9750000000000001 False False 0.3 0.7 1.5 0.02 8 3 6.064456100109965 1.6752163410048169 1.915207451121634 0.4906727926403285 0.8746918460575813 0.3875054889453189 -0.11904689594842921 False 0.031517 Inputed -17.929231986236548 -17.945111578489968 """""" """""" """"""
-0.15095787887940182 0.41224758444840826 -4.3419988544808845 17.95192770111148 5911.043495196298 236.96253292784326 65 28 28 22.986342600081116 35 True True 2021law 141.03466666666665 3.9352666666666667 SNIa 0.057679 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 141.03466666666665 3.9352666666666667 TNS 2021law ZTF21aaydbtk 2021law SNIa 0.057679 -0.12322569085426949 0.1031209836522109 -0.07043939588063353 -0.01517586281265082 0.1031209836522109 0.23235955885988346 13.53534867569772 13.53534867569772 9.450993924383395 9.450993924383395 59348.215902800206 59336.20861109998 17.61775936689885 17.61775936689885 17.772140971061912 0.4199815586036041 2.628891268796633 3.496891043560715 141.0355616916185 3.93488425252594 0.0005677296046735503 14.839911749298572 15.934666724452972 15.21723025838375 0.99 """""" """""" """""" """""" 0 False True all False False 0 2.628891268796633 3.496891043560715 141.0355616916185 3.93488425252594 0.0005677296046735503 14.839911749298572 15.934666724452972 15.21723025838375 0.99 False False 0.3 0.7 1.5 0.02 8 3 12.007291700225323 3.496891043560715 2.628891268796633 0.7174364660692216 1.3301771302094993 -1.6830926424458763 -2.5549107126781614 False 0.057679 Inputed -19.29653008145839 -19.450911685621453 """""" """""" """"""
-0.13506427223421053 0.31622927009332297 -11.61994718718188 17.796349472677313 5275.34518209493 270.9306743918011 40 24 24 60.04239590000361 53 True False 2020cvn 108.40499999999999 42.78118055555556 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 108.40499999999999 42.78118055555556 TNS 2020cvn ZTF20aanyxvu 2020cvn SNIa 0.04 0.05920446227674958 0.2856563344606755 0.11260297714391854 0.16810394258668282 0.2856563344606755 0.4123645520361947 18.948265321520047 18.948265321520047 41.094130578483565 41.094130578483565 58917.20366899995 58895.1594560002 17.454298937808012 17.454298937808012 17.509105930821477 0.35663781644562176 4.934482215534277 10.437246303357492 108.40639923 42.77846931 0.0031706879724536785 14.94198452219963 15.692004080963136 15.207849416685104 1.0 """""" """""" """""" """""" 4 False True all False False 0 1.8774818366485684 4.751063043845384 108.4062856 42.78210327 0.004099835048242517 17.554239893221855 19.68832227358818 18.285889499115942 0.9500000000000001 False False 0.3 0.7 1.5 0.02 8 3 22.044212999753654 10.437246303357492 4.934482215534277 0.4841546642780319 2.115165451503691 -1.7622948568448766 -2.301256514136373 False 0.04 Inputed -18.75569895665994 -18.810505949673406 """""" """""" """"""
-0.12151143591172703 0.44439961622732793 -4.2053957199612695 19.433906571981794 5747.006889043628 103.30198716745852 66 39 39 39.95434030005708 44 True True 2019ikc 357.00915333333 33.735779 SNIa 0.118 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 357.00915333333 33.735779 TNS 2019ikc ZTF19abdcbwl 2019ikc SNIa 0.118 -0.05973161740910271 0.5566745976487084 0.07201896402816743 0.2179277508794577 0.5566745976487084 0.9663686805776521 12.494441516872044 12.494441516872044 27.45989878318504 27.45989878318504 58673.487141199876 58663.4618286998 19.065654764795962 19.065654764795962 19.282171655495176 0.40521743138076044 0.7709096958367729 0.33517993557114084 357.009041531713 33.73578392743924 0.004184125831363517 21.12113133623123 21.62448052830696 21.196239499464035 0.8388888888888889 """""" """""" """""" """""" 0 False True all False False 0 0.7709096958367729 0.33517993557114084 357.009041531713 33.73578392743924 0.004184125831363517 21.12113133623123 21.62448052830696 21.196239499464035 0.8388888888888889 False False 0.3 0.7 1.5 0.02 8 3 10.025312500074506 0.33517993557114084 0.7709096958367729 0.42824102884292614 0.43478495261020755 2.558825763510999 1.9140678439688585 False 0.118 Inputed -19.368916305096487 -19.5854331957957 """""" """""" """"""
-0.13571404900052936 0.29017726093054497 -16.41361958215176 18.270779589581707 4221.465106258029 238.40725523297093 11 6 6 58.87391210021451 72 True True 2018jki 354.23251 2.9700753888888 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 354.23251 2.9700753888888 TNS 2018jki ZTF18achjcwv 2018jki SNIa 0.06 0.46176024086350864 0.7955025353145544 0.5401340656091911 0.6218081927194383 0.7955025353145544 0.9837814474994708 16.637529353183808 16.637529353183808 42.2363827470307 42.2363827470307 58456.163587999996 58432.229131899774 18.105923199750073 19.076298252674416 18.105923199750073 5.030992679257767 1.8978949870257478 10.415249933367887 354.23504420186 2.96867352342458 0.0011673385783548262 14.307665843224525 15.449026412653922 14.682595034062862 0.905 """""" """""" """""" """""" 2 False True all False False 0 1.0460900142552083 4.846219701500597 354.231978072227 2.9688384605991747 0.002178558819772025 17.08240512817383 19.07931642136097 18.3580244534111 0.5333333333333333 False False 0.3 0.7 1.5 0.02 8 3 23.934456100221723 10.415249933367887 1.8978949870257478 0.7664313785910597 5.487790422846293 -3.6272718400204944 -3.423328165687211 False 0.06 Inputed -19.049577781447727 -18.079202728523384 """""" """""" """"""
-0.06557541011694942 0.39527234597427896 -9.842025361011672 18.317000627780228 3665.2553066052105 287.7373810207595 52 40 40 63.890069500077516 42 True True 2020obf 37.476499999999994 1.4214194444444446 SNII 0.02456 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 37.476499999999994 1.4214194444444446 TNS 2020obf ZTF20abnnfpv 2020obf SNII 0.02456 0.6675298743637867 0.9697810695426519 0.7393480774788124 0.8136163621645984 0.9697810695426519 1.1366041328140248 4.312369808321051 4.312369808321051 59.577699691756465 59.577699691756465 59054.420925899874 59054.420925899874 18.097773201958237 18.760365158435267 18.097773201958237 1.4953372416630446 1.8162786268401914 2.0580467480771114 37.4762301439253 1.42091542051861 0.0021397309123983854 17.67600288582802 18.10880042660475 17.438283452962636 0.8071428571428572 """""" """""" """""" """""" 1 False True all False False 0 4.449302936932693 0.6947997148215856 37.47639955163925 1.42125462544021 0.015404028348079857 18.282718565658328 18.882503525277375 19.811308551852704 0.9875 False False 0.3 0.7 1.5 0.02 8 3 0.0 2.0580467480771114 1.8162786268401914 0.6705169736421119 1.1331118021564388 -0.6515647318305184 -0.6594897489956004 False 0.02456 Inputed -17.099613571898445 -16.437021615421415 """""" """""" """"""
-0.014564494831201098 0.22463023301156612 -11.064746137837282 18.9252041942932 3692.575238900654 243.22501786268202 150 75 75 74.02807869995013 47 True True 2018dfa 230.21717083333 54.215543611111 SNIIP 0.125 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 230.21717083333 54.215543611111 TNS 2018dfa ZTF18abcfdzu 2018dfa SNIIP 0.125 0.675389254369211 1.038773063417704 0.7609329198192789 0.8499336128527624 1.038773063417704 1.2428897695581078 162.47657057755924 162.47657057755924 -88.44849187760911 -88.44849187760911 58359.239120400045 58288.227939799894 18.725054075055613 19.30301320258882 18.725054075055613 0.8927830273503059 1.145611195731653 1.3216203990696083 230.21747097600752 54.215866059655156 0.0033073503463627585 19.451229421961308 20.524266428797844 19.855810236352383 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.145611195731653 1.3216203990696083 230.21747097600752 54.215866059655156 0.0033073503463627585 19.451229421961308 20.524266428797844 19.855810236352383 0.99 False False 0.3 0.7 1.5 0.02 8 3 71.01118060015142 1.3216203990696083 1.145611195731653 0.6684561924454613 1.1536378170829116 1.2212532262090257 1.1307561612967696 False 0.125 Inputed -20.05416156788282 -19.476202440349613 """""" """""" """"""
-0.15274008695167815 0.2663985941094707 -10.059164037867557 18.624288917033457 5719.403382820473 140.8803634224959 44 31 31 55.921909699682146 48 True True 2021wue 18.947391666666665 1.5058055555555556 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 18.947391666666665 1.5058055555555556 TNS 2021wue ZTF21abukrln 2021wue SNIa 0.08 -0.012983827097034606 0.4305548965847237 0.08596306949489474 0.1925783468241029 0.4305548965847237 0.7046812996573948 12.593085510424295 12.593085510424295 43.32882418925785 43.32882418925785 59460.407349499874 59446.415312500205 18.181328802762085 18.181328802762085 18.26978694954467 1.4645753216306208 2.9953891325228774 9.713423696490567 18.95005537025935 1.5053699866436552 0.006164179508108214 16.42440166823983 17.402556911852358 16.844423342077732 1.0 """""" """""" """""" """""" 4 False True all False False 0 0.7 4.720499249646078 18.9487033385371 1.50579655635584 0.3645717770040081 24.289474710211753 22.054842263240815 22.542925314314367 0.275 False False 0.3 0.7 1.5 0.02 8 3 13.992036999668926 9.713423696490567 2.9953891325228774 0.5581335697746255 3.242791926773601 -0.7787718909097272 -1.425363607466938 False 0.08 Inputed -19.520147072526708 -19.608605219309293 """""" """""" """"""
-0.09579926825674676 0.31863154453475273 -4.894341745547299 18.873208737198468 5697.166386271 207.38374145491946 130 76 76 53.82009259983897 62 True False 2019pgu 244.67849541666 67.900109888888 SNIIn 0.1055 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 244.67849541666 67.900109888888 TNS 2019pgu ZTF19abulzhy 2019pgu SNIIn 0.1055 -0.07052957788317116 0.20353724475868162 -0.007181984506303252 0.059525388006363755 0.20353724475868162 0.3625806706674126 20.905701286180065 20.905701286180065 32.91439131365891 32.91439131365891 58738.180705999956 58724.31937499996 18.436871977903394 18.436871977903394 18.60526514112745 0.32569962648025275 1.7046056360823858 0.05881663469220809 244.67849416 67.90012622 0.0015349348666601204 17.771412580370903 18.59326465010643 17.98293081986904 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.7046056360823858 0.05881663469220809 244.67849416 67.90012622 0.0015349348666601204 17.771412580370903 18.59326465010643 17.98293081986904 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.861330999992788 0.05881663469220809 1.7046056360823858 0.6103338302373906 0.03450454078480203 0.15639267220303665 -0.6223343212584105 False 0.1055 Inputed -19.797203277451967 -19.965596440676023 """""" """""" """"""
-0.1449337569929252 0.31916426857794333 -5.5971923942546695 18.803460705686224 5028.156181828388 51.77967667479925 43 26 26 34.8462731000036 70 True True 2020twp 334.6475958333333 5.333688888888888 SNIc 0.074 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 334.6475958333333 5.333688888888888 TNS 2020twp ZTF20accbsxa 2020twp SNIc 0.074 0.22970315801361352 2.0664721475573273 0.5700395884560585 0.981353921346539 2.0664721475573273 3.6073311787450812 16.29633676425957 16.29633676425957 18.54993633574403 18.54993633574403 59124.337523099966 59110.32379630022 18.513294524569528 18.588147768439004 18.513294524569528 1.0383876376213002 1.2536565309121794 2.7616420503343693 334.64715418712547 5.33431746792739 0.004320429503651191 18.898838913555146 19.755043913002016 19.144434986314774 0.85 """""" """""" """""" """""" 0 False True all False False 0 1.2536565309121794 2.7616420503343693 334.64715418712547 5.33431746792739 0.004320429503651191 18.898838913555146 19.755043913002016 19.144434986314774 0.85 False False 0.3 0.7 1.5 0.02 8 3 14.013726799748838 2.7616420503343693 1.2536565309121794 0.6106089266872416 2.2028697511948963 1.1668961445630117 0.6311404617452467 False 0.074 Inputed -19.10447774888984 -19.02962450502036 """""" """""" """"""
-0.16726315225383787 0.30006184569289607 -4.314277600973563 18.79156782404811 5920.171727380286 213.98442255444792 26 13 13 38.911898100283 30 True False 2019uyw 44.22653333333333 13.169808333333332 SNIa 0.078 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 44.22653333333333 13.169808333333332 TNS 2019uyw ZTF19acrenwk 2019uyw SNIa 0.078 -0.1228651004007979 0.1303703791034394 -0.06424579435049438 -0.002576928498200459 0.1303703791034394 0.27692788808878177 9.846257659546506 9.846257659546506 29.06564044073649 29.06564044073649 58801.27950230008 58794.31581019983 18.149031844968867 18.306705357165907 18.149031844968867 0.8840047482161424 1.333573343582922 1.1124453256350995 44.22659611 13.17011124 0.0003774364732364033 16.359867861223222 17.375241645717622 16.68035953373909 0.9099999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.333573343582922 1.1124453256350995 44.22659611 13.17011124 0.0003774364732364033 16.359867861223222 17.375241645717622 16.68035953373909 0.9099999999999999 False False 0.3 0.7 1.5 0.02 8 3 6.963692100252956 1.1124453256350995 1.333573343582922 0.6948821119785329 0.8341838347235435 -0.9314637114482842 -1.4686723112297777 False 0.078 Inputed -19.584973289342305 -19.427299777145265 """""" """""" """"""
-0.047572165443028815 0.37238236420848514 -17.22106141797387 18.575008977345007 5421.939593875443 136.3250333721483 24 14 14 36.9350230996497 63 True True 2019rra 249.66403916666 33.678171 SNIIP 0.037 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 249.66403916666 33.678171 TNS 2019rra ZTF19acbwmqd 2019rra SNIIP 0.037 0.1410801377566102 0.6553325569510733 0.25574610473067594 0.3793273024626238 0.6553325569510733 0.9736664111816609 9.601155046310364 9.601155046310364 27.333868053339334 27.333868053339334 58764.200428199954 58758.14317130018 18.324101544212244 18.324101544212244 18.427734237198532 0.9948126482542817 0.8791101888374184 1.1361622384908325 249.664277957749 33.67841618713835 0.003135521283568199 19.996602199184895 19.881613119488954 19.878469618571998 0.9785714285714285 """""" """""" """""" """""" 0 False True all False False 0 0.8791101888374184 1.1361622384908325 249.664277957749 33.67841618713835 0.003135521283568199 19.996602199184895 19.881613119488954 19.878469618571998 0.9785714285714285 False False 0.3 0.7 1.5 0.02 8 3 6.0572568997740746 1.1361622384908325 0.8791101888374184 0.0031435009169555883 1.2924002621256765 1.5575115752767097 1.450735381373466 False 0.037 Inputed -17.666198962052583 -17.76983165503887 """""" """""" """"""
-0.12226291130638461 0.3701683951432386 -5.413685791037152 18.818566329962696 5601.349112764154 221.4803005428783 22 10 10 38.855057899840176 47 True True 2018jeb 63.47928125 -6.276601388888 SNIa 0.099 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 63.47928125 -6.276601388888 TNS 2018jeb ZTF18acpuxuh 2018jeb SNIa 0.099 -0.04752293735529989 0.21223713189688453 0.012840349279326091 0.07618346813054089 0.21223713189688453 0.36152501042264973 11.672385038922297 11.672385038922297 27.18267286091788 27.18267286091788 58450.40024309978 58441.442534700036 18.405979842752853 18.405979842752853 18.562434456577133 1.4742497557962428 1.485341713660489 0.8032877739794507 63.479505428912 -6.27658981480768 0.0004203263777377009 16.336051832389835 17.628029153647425 16.774847301430704 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.485341713660489 0.8032877739794507 63.479505428912 -6.27658981480768 0.0004203263777377009 16.336051832389835 17.628029153647425 16.774847301430704 0.99 False False 0.3 0.7 1.5 0.02 8 3 8.957708399742842 0.8032877739794507 1.485341713660489 0.8531818522167214 0.540810082011244 -0.7779506891054275 -1.7875871551464293 False 0.099 Inputed -19.699031860303233 -19.855486474127513 """""" """""" """"""
-0.11495768302824885 0.3033354896692503 -8.156999037926541 17.488180417103976 5523.834811448445 146.89543337930223 10 9 9 20.970729200169444 86 True False 2020cxe 302.4114666666666 62.55855555555555 SNIa 0.053 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 302.4114666666666 62.55855555555555 TNS 2020cxe ZTF20aanaibf 2020cxe SNIa 0.053 0.01266301194946351 0.44372253773121884 0.1093293062916274 0.21313628507605387 0.44372253773121884 0.7077435941172432 13.176308710684197 13.176308710684197 7.794420489485248 7.794420489485248 58903.51450229995 58892.55819439981 17.132845232656916 17.19460597766692 17.132845232656916 1.7783055639744927 1.9402560222041167 33.75221793305965 302.3994586 62.55098778 0.09045471635357238 17.145844027900697 17.80053950510025 17.35713650217056 1.0 """""" """""" """""" """""" 23 False True all False False 0 2.093555202617027 1.5290450182693005 302.41054857 62.5585183 0.0001703981488309081 14.172383509922028 15.085646146011353 14.47286138343811 0.0 False False 0.3 0.7 1.5 0.02 8 3 10.9563079001382 0.0 0.0 0.0 0.0 6.44539402233308 6.137154767343084 True 0.053 Inputed -19.749752841477633 -19.687992096467628 """""" """""" """"""
-0.03710640944119214 0.6462421810183726 -14.853162102356574 19.48759415236264 5039.362040648042 179.07975483084783 100 82 82 74.94240739988163 40 True True 2020qef 344.043874809 28.7647860514 SLSN-I 0.183 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 344.043874809 28.7647860514 TNS 2020qef ZTF20ablkuio 2020qef SLSN-I 0.183 0.1866074351534408 0.575581340920202 0.2757981218237333 0.37020340837895915 0.575581340920202 0.8047112857027088 40.837497403504884 40.837497403504884 34.10490999637675 34.10490999637675 59084.30667820014 59040.38166669989 19.33526794573177 19.43306961468424 19.33526794573177 0.8217383221723499 0.6917408131858046 1.4533035912739423 344.04347502880205 28.7645856624771 0.005073164127638141 20.742656655485632 21.225998129496574 20.89434731654644 0.555 """""" """""" """""" """""" 0 False True all False False 0 0.6917408131858046 1.4533035912739423 344.04347502880205 28.7645856624771 0.005073164127638141 20.742656655485632 21.225998129496574 20.89434731654644 0.555 False False 0.3 0.7 1.5 0.02 8 3 43.92501150025055 1.4533035912739423 0.6917408131858046 0.33165081295013366 2.100936598754046 1.7929285148123348 1.559079370814672 False 0.183 Inputed -20.29439599060837 -20.196594321655898 """""" """""" """"""
-0.036906007345899154 0.5145908725480434 -11.804028621113337 18.38686900082012 4646.416372368993 314.53559440239883 69 33 33 74.8534375000745 51 True True 2019buy 176.06795791666 55.100561 SNIb 0.0549 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 176.06795791666 55.100561 TNS 2019buy ZTF19aalouag 2019buy SNIb 0.0549 0.24315154914094705 0.4616487441243855 0.2951754290979629 0.34890469355271847 0.4616487441243855 0.5817346758081499 50.1128526363518 50.1128526363518 24.740584863722702 24.740584863722702 58587.26530090021 58543.35045140004 18.20801036563755 18.439061511340263 18.20801036563755 1.6392944175628905 3.5341241467172666 5.068540718336604 176.0682055471675 55.101961781572854 0.0021225185525440837 15.733582587714494 16.55717516467154 16.033112940531375 1.0 """""" """""" """""" """""" 2 False True all False False 0 0.7 1.7836583280639133 176.067420858118 55.100949672595 0.09474528160505835 24.334812577742337 21.84074974109411 24.766050008763074 0.025 False False 0.3 0.7 1.5 0.02 8 3 43.91484950017184 5.068540718336604 3.5341241467172666 0.5240622241401667 1.4341716668455484 -1.881886346668722 -2.174897425106174 False 0.0549 Inputed -18.752033249337966 -18.52098210363525 """""" """""" """"""
-0.19197453296525416 0.19745865809926105 -4.4233257999379845 17.46058990224685 5683.9639866845655 120.8307157939082 41 26 26 72.91086810035631 55 True True 2019lyb 227.76398333333 52.050162694444 SNIa 0.03692 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 227.76398333333 52.050162694444 TNS 2019lyb ZTF19abhzewi 2019lyb SNIa 0.03692 -0.050750301058208436 0.46420614373694846 0.0618662909339065 0.18477344902254345 0.46420614373694846 0.7935125575577366 14.026946915734008 14.026946915734008 58.8839211846223 58.8839211846223 58698.20277780015 58688.202719899826 16.81152383097436 16.81152383097436 17.00741840794363 4.570873371147378 5.055915023053795 5.985177790983851 227.761286757581 52.05004416757945 0.0007171605671291159 13.512872777071 14.502362886843681 13.85426422047615 0.985 """""" """""" """""" """""" 1 False True all False False 0 1.3037583542579025 0.34702208002586843 227.7641306 52.05019571 0.0019550042318533523 18.77294958896637 15.412679747450351 21.153882154870033 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.000057900324464 5.985177790983851 5.055915023053795 0.648098666367531 1.1837971492188524 -2.309160944130678 -3.1531541874674787 False 0.03692 Inputed -19.081772329144826 -19.277666906114096 """""" """""" """"""
-0.16486704428363444 0.25279761966660125 -5.9189730670456875 18.944950038540377 4997.050621088611 58.67569224426862 45 28 28 35.95008100010455 36 True True 2021isv 215.86883749999996 51.91773333333333 SNIa 0.06689 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 215.86883749999996 51.91773333333333 TNS 2021isv ZTF21aatklhw 2021isv SNIa 0.06689 0.22808426025509476 1.7724467851070358 0.5246447911155698 0.8754371463897641 1.7724467851070358 2.998646432872306 14.379772886545485 14.379772886545485 21.57030811355906 21.57030811355906 59325.30729170004 59313.34960650001 18.642816294190865 18.712825100537145 18.642816294190865 1.253202898973299 1.3903713534431024 3.2302564432878724 215.869651893129 51.9184768540014 0.0009448526170116045 16.545041789513526 17.784080288984775 16.971948846202494 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.3903713534431024 3.2302564432878724 215.869651893129 51.9184768540014 0.0009448526170116045 16.545041789513526 17.784080288984775 16.971948846202494 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 11.957685200031847 3.2302564432878724 1.3903713534431024 0.812131442782281 2.3233048029136216 -0.9287448115523702 -1.6708674479883712 False 0.06689 Inputed -18.752145145658258 -18.682136339311977 """""" """""" """"""
-0.17952438490704647 0.1766833137409441 -10.145123331540303 16.873550204337896 6012.021598460012 96.69514508997995 43 32 32 74.93469909997657 49 True False 2019gis 242.42887499999 -4.388361 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 242.42887499999 -4.388361 TNS 2019gis ZTF19aavsyhq 2019gis SNIa 0.04 -0.034771981355113724 0.6463477638574879 0.10939227752873038 0.27004067285280087 0.6463477638574879 1.106608899112814 17.407776483657997 17.407776483657997 57.52692261631857 57.52692261631857 58651.21146989986 58633.31406249991 16.17624872951475 16.17624872951475 16.342273055724835 7.23572444805364 5.316668897720943 8.271705529581057 242.4265843 -4.38811036 0.0033253258031055166 15.173596285104752 15.816072502708437 15.41485430355072 1.0 """""" """""" """""" """""" 0 False True all False False 0 5.316668897720943 8.271705529581057 242.4265843 -4.38811036 0.0033253258031055166 15.173596285104752 15.816072502708437 15.41485430355072 1.0 False False 0.3 0.7 1.5 0.02 8 3 17.897407399956137 8.271705529581057 5.316668897720943 0.40121819915771617 1.5558060298106635 -0.36017622680631334 -0.9274187521741144 False 0.04 Inputed -19.922531831756583 -20.088556157966668 """""" """""" """"""
-0.03404835744306194 0.48327172349297187 -31.479148612950716 17.680052166764682 6846.660247974136 136.88104835069234 63 48 48 73.91240740008652 40 True False 2021lmt 235.4376208333333 -3.910286111111111 SNII 0.0283 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 235.4376208333333 -3.910286111111111 TNS 2021lmt ZTF21aazqkeq 2021lmt SNII 0.0283 -0.041273226008854635 0.4072684452688904 0.058388552209752476 0.16605345661313464 0.4072684452688904 0.6863958020658742 -6.043979567155077 -6.043979567155077 79.9563869672416 79.9563869672416 59345.35872690007 59341.28071760014 17.219231830875934 17.219231830875934 17.457661827990325 1.8826146784218438 3.1602456903514615 3.006404363990239 235.43779025 -3.91110394 0.001489599058650315 15.839064450597764 16.31273333930969 15.966378073787688 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.1602456903514615 3.006404363990239 235.43779025 -3.91110394 0.001489599058650315 15.839064450597764 16.31273333930969 15.966378073787688 1.0 False False 0.3 0.7 1.5 0.02 8 3 4.07800929993391 3.006404363990239 3.1602456903514615 0.34635526552200346 0.9513198208509817 -0.9064984915662428 -1.4912837542026374 False 0.0283 Inputed -18.04954507250904 -18.287975069623432 """""" """""" """"""
-0.2317879980054104 0.18018828891611807 -9.489627336001018 17.283653122594277 5534.384250378167 153.66755991333818 37 19 19 73.97854169970378 37 True True 2018jfn 156.51416708333 64.836669 SNIa 0.03781 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 156.51416708333 64.836669 TNS 2018jfn ZTF18acrxppd 2018jfn SNIa 0.03781 0.018588120357335924 0.4298527067587372 0.11126848374324538 0.2104805316870504 0.4298527067587372 0.6795938432084014 11.925360825899123 11.925360825899123 62.05318087380466 62.05318087380466 58464.48836810002 58450.46700230008 16.79026136491077 16.79026136491077 17.14816491268129 9.348028787150378 2.2945545361956423 1.798908985892081 156.514537404323 64.83619476084425 0.0010069916407555723 16.24633235747099 16.70226227980256 16.41416737637639 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.2945545361956423 1.798908985892081 156.514537404323 64.83619476084425 0.0010069916407555723 16.24633235747099 16.70226227980256 16.41416737637639 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 14.021365799941123 1.798908985892081 2.2945545361956423 0.2880949034261704 0.7839905121081416 -0.08799908510820842 -0.7339975363048978 False 0.03781 Inputed -18.99322090560785 -19.351124453378368 """""" """""" """"""
-0.1865838933319087 0.3202848045404981 -4.539017086281873 17.550270153480838 5694.277958782133 85.88998965380974 63 37 37 40.97060179989785 37 True True 2020aar 32.405325 15.295855555555555 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 32.405325 15.295855555555555 TNS 2020aar ZTF20aafvzhu 2020aar SNIa 0.05 -0.0318315823264399 0.758419927562688 0.1319953132096714 0.3169635997950273 0.758419927562688 1.3110420897000523 11.573579056866492 11.573579056866492 29.397022743031357 29.397022743031357 58874.15127310017 58864.140729200095 17.154377500025998 17.154377500025998 17.245820125987432 1.7833036801178679 2.4554316579617472 5.583789738538896 32.4037354443839 15.29608990081815 0.0006863557953554755 14.65936373461008 15.855685496358872 15.055423814139367 0.945 """""" """""" """""" """""" 0 False True all False False 0 2.4554316579617472 5.583789738538896 32.4037354443839 15.29608990081815 0.0006863557953554755 14.65936373461008 15.855685496358872 15.055423814139367 0.945 False False 0.3 0.7 1.5 0.02 8 3 10.0105439000763 5.583789738538896 2.4554316579617472 0.8002616822195048 2.274056262341261 -1.2986920036671261 -2.1903963118480654 False 0.05 Inputed -19.508718505187844 -19.600161131149278 """""" """""" """"""
-0.13622539561369781 0.3522015377473334 -3.8974356881583923 19.047401757200014 5864.9202183832995 121.82196204400424 61 26 26 41.95311339991167 59 True True 2020vah 339.7383083333333 25.55030277777778 SNIa 0.093 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 339.7383083333333 25.55030277777778 TNS 2020vah ZTF20acggxac 2020vah SNIa 0.093 -0.0966335427923326 0.3947298677112947 0.010793911700858416 0.12806080113301022 0.3947298677112947 0.7090180910992174 9.780716430612888 9.780716430612888 32.17239696929878 32.17239696929878 59131.2604398001 59125.2427662001 18.70718104259314 18.70718104259314 18.787051450757037 0.8330793623576095 0.754942283607066 7.578762672985655 339.74053860589504 25.55092174466985 0.007986500163071009 17.792652881964447 18.495964719963077 18.05124395543575 0.845 """""" """""" """""" """""" 2 False True all False False 0 0.7 2.8900204046333746 339.73768886 25.55087906 0.06086262924479724 22.812552946782112 23.69162555487156 22.9854401031971 0.3 False False 0.3 0.7 1.5 0.02 8 3 6.017673599999398 7.578762672985655 0.754942283607066 0.44472076452732523 10.03886368210138 -0.21121632263006518 -0.7358074953212856 False 0.093 Inputed -19.335918677151565 -19.41578908531546 """""" """""" """"""
-0.15532785217266648 0.3680848606233962 -3.9752970744623037 18.104738308963146 5754.111338361534 220.75862025673837 20 11 11 16.014525400009006 45 True False 2020vbs 15.290304166666663 -15.251227777777778 SNIa 0.054604 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 15.290304166666663 -15.251227777777778 TNS 2020vbs ZTF20achaxvo 2020vbs SNIa 0.054604 -0.09024813263879139 0.16140843885209932 -0.03182351850149345 0.029523347785513465 0.16140843885209932 0.30628439818371334 10.508780344009248 10.508780344009248 5.505745055999759 5.505745055999759 59136.35049769981 59128.300821799785 17.76110575504164 17.76110575504164 17.85986145463349 6.175149928315061 1.9086113931102213 2.687684747054921 15.29005996 -15.25051935 0.00026905691421652556 14.651905082529783 15.741113750445843 14.948173055267334 0.89 """""" """""" """""" """""" 0 False True all False False 0 1.9086113931102213 2.687684747054921 15.29005996 -15.25051935 0.00026905691421652556 14.651905082529783 15.741113750445843 14.948173055267334 0.89 False False 0.3 0.7 1.5 0.02 8 3 8.04967590002343 2.687684747054921 1.9086113931102213 0.7929406951785083 1.4081885693216694 -2.0199920045957978 -2.911688399366154 False 0.054604 Inputed -19.088292977153703 -19.18704867674555 """""" """""" """"""
-0.20361901354234754 0.18063780299272292 -9.362548640485915 18.589995555369782 6254.532225965756 89.06741821358386 71 32 32 49.02931710006669 53 True True 2021uby 257.17945416666663 39.535263888888885 SNIa 0.072 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 257.17945416666663 39.535263888888885 TNS 2021uby ZTF21abnvsic 2021uby SNIa 0.072 -0.08555986914518243 0.638479332362472 0.06523474832701481 0.23500705892194063 0.638479332362472 1.140643674708059 9.105097225626384 9.105097225626384 39.92421987444031 39.92421987444031 59429.2760648001 59419.21265049977 17.912930930494834 17.912930930494834 18.101046158046813 2.3282722331515107 0.7976224157330579 0.08107018162791967 257.17943849373603 39.5352828894285 0.0003918729711964719 17.96980391290784 19.07966300555229 18.364847095780373 0.9600000000000002 """""" """""" """""" """""" 0 False True all False False 0 0.7976224157330579 0.08107018162791967 257.17943849373603 39.5352828894285 0.0003918729711964719 17.96980391290784 19.07966300555229 18.364847095780373 0.9600000000000002 False False 0.3 0.7 1.5 0.02 8 3 10.063414300326258 0.08107018162791967 0.7976224157330579 0.714815909771918 0.1016397985172117 1.1667320750574568 0.26380093773355995 False 0.072 Inputed -19.456263481401447 -19.644378708953425 """""" """""" """"""
-0.30046912235375767 0.1411670486611135 -5.441055598554943 18.72750412855516 5987.746508464041 195.10745304603194 35 14 14 18.06452549993992 45 True True 2021llp 142.37983333333332 25.55695 SNII 0.033 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 142.37983333333332 25.55695 TNS 2021llp ZTF21aazhegf 2021llp SNII 0.033 -0.12728656093917223 0.15213269601253288 -0.06309039600967736 0.0047766404099647275 0.15213269601253288 0.31604405346631026 9.110765325612178 9.110765325612178 8.95376017432774 8.95376017432774 59348.21917819977 59340.1832059999 18.073089030217734 18.073089030217734 18.204835120438315 2.6584122246849264 3.444188457827007 4.786212712560967 142.37868966 25.55778847 0.001895236179732529 15.679830732631684 20.60556319272518 19.962218119931222 0.5 """""" """""" """""" """""" 0 False True all False False 0 3.444188457827007 4.786212712560967 142.37868966 25.55778847 0.001895236179732529 15.679830732631684 20.60556319272518 19.962218119931222 0.5 False False 0.3 0.7 1.5 0.02 8 3 8.03597219986841 4.786212712560967 3.444188457827007 0.6433450727939594 1.3896489031209007 2.532474162507448 1.7573829994929078 False 0.033 Inputed -17.638533693475164 -17.770279783695745 """""" """""" """"""
-0.154209131710406 0.24741471959363098 -10.936377015536484 18.590093886519476 5600.509486835456 168.54539618125693 66 41 41 60.97221070015803 42 True True 2019wzy 29.917866666666665 5.981966666666667 SNIa 0.075 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 29.917866666666665 5.981966666666667 TNS 2019wzy ZTF19aczllns 2019wzy SNIa 0.075 0.006614253716012541 0.37370135445030783 0.09007950668905806 0.17891380655915157 0.37370135445030783 0.5931190456513775 15.14401013656005 15.14401013656005 45.82820056359798 45.82820056359798 58850.169375000056 58833.14609949989 18.045396947622706 18.045396947622706 18.179890434299814 1.3214482305620654 2.206249387522128 2.7873172526819157 29.917104582861498 5.981808532955215 0.003990972863591957 17.910093738658425 18.412040563824178 18.138519064478874 0.9650000000000001 """""" """""" """""" """""" 1 False True all False False 0 0.7 1.8073905556738865 29.917375706149 5.98184990712179 0.02306581364628668 22.404187047395705 24.56427418820381 22.22768864866972 0.15 False False 0.3 0.7 1.5 0.02 8 3 17.023275500163436 2.7873172526819157 2.206249387522128 0.27352149934530345 1.2633736097315789 0.3666436162014719 -0.04137136982093992 False 0.075 Inputed -19.46751098905365 -19.60200447573076 """""" """""" """"""
-0.12995651241915251 0.3930826414011623 -6.692969936952997 18.973136666899904 5504.400127978082 125.36932899300452 51 32 32 44.01505789998919 49 True True 2021phi 261.7550458333333 70.21092777777778 SNIa 0.099 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 261.7550458333333 70.21092777777778 TNS 2021phi ZTF21abdthxn 2021phi SNIa 0.099 0.014555847835374891 0.5330624607377032 0.12869396965577096 0.2527351398731419 0.5330624607377032 0.8610608438375955 13.525474326918994 13.525474326918994 30.489583573070192 30.489583573070192 59381.385590299964 59368.35212960001 18.637589251434576 18.675081898403278 18.637589251434576 0.9550745213389313 2.199361226707326 3.1791419856092134 261.75670476283346 70.21024630755716 0.0007704348514402382 15.640344350682497 16.93001408303499 16.10564699213505 0.975 """""" """""" """""" """""" 0 False True all False False 0 2.199361226707326 3.1791419856092134 261.75670476283346 70.21024630755716 0.0007704348514402382 15.640344350682497 16.93001408303499 16.10564699213505 0.975 False False 0.3 0.7 1.5 0.02 8 3 13.033460699953139 3.1791419856092134 2.199361226707326 0.8243670908999405 1.445484237425028 -1.7450678153682873 -2.5319422592995267 False 0.099 Inputed -19.62387706544579 -19.58638441847709 """""" """""" """"""
-0.2627712655827477 0.14210069856052057 -6.874296208474054 17.744577743939598 3991.6813851053835 173.70535202367063 110 69 69 69.90752319991589 27 True True 2020qrx 20.993279166666664 17.369327777777777 SNIc 0.028387 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 20.993279166666664 17.369327777777777 TNS 2020qrx ZTF20abqdkne 2020qrx SNIc 0.028387 0.5112674963602402 0.9961941074138352 0.6225553390574632 0.7402699751058393 0.9961941074138352 1.2816489131472188 10.558225976984328 10.558225976984328 59.349297222931554 59.349297222931554 59074.428888900205 59064.42190970015 17.054233668830605 17.40454138540754 17.054233668830605 6.189899725400812 3.9468366878104937 1.559301151751697 20.9933643478109 17.36890233639325 0.0009928424445919681 14.937857635478974 15.284202156543731 15.062926767230035 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.9468366878104937 1.559301151751697 20.9933643478109 17.36890233639325 0.0009928424445919681 14.937857635478974 15.284202156543731 15.062926767230035 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.006979200057685 1.559301151751697 3.9468366878104937 0.22127538931369628 0.39507617747840457 -2.120339228863809 -1.99130690160057 False 0.028387 Inputed -18.45968553717455 -18.109377820597615 """""" """""" """"""
-0.09173434889490002 0.4412956842974214 -6.1491068866781955 18.515867048921876 5405.616852724544 83.79309988510727 23 12 12 36.97298609977588 56 True True 2018jsx 10.178937916666 30.046109611111 SNIa 0.076 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 10.178937916666 30.046109611111 TNS 2018jsx ZTF18acsxpmp 2018jsx SNIa 0.076 0.06788834539996103 0.9443486320784515 0.24937050049479836 0.4543895866429537 0.9443486320784515 1.5592913021643007 10.854054449893376 10.854054449893376 26.118931649882505 26.118931649882505 58464.26554400008 58456.17987270001 18.37687337730464 18.405054746181715 18.37687337730464 1.7957543444307114 4.646475233351388 3.794002643740516 10.1795202651703 30.04518410039065 0.004085863586647753 16.21967491935372 17.007119243693353 16.498499687678816 0.9499999999999998 """""" """""" """""" """""" 1 False True all False False 0 0.7 1.5522953873429042 10.1784634929351 30.0462410504524 0.07664640203855977 24.25705659382343 22.82272838313103 23.160403464565277 0.15 False False 0.3 0.7 1.5 0.02 8 3 8.085671300068498 3.794002643740516 4.646475233351388 0.508619556014537 0.8165334911306512 -1.3979355024883624 -1.8783736896258247 False 0.076 Inputed -19.299769907128056 -19.27158853825098 """""" """""" """"""
-0.14989076541815669 0.3249492957985529 -11.695573831815725 19.68147778346691 5180.783168091382 171.99588578134956 25 12 12 15.90780089981854 72 True True 2021bwb 171.80099999999996 25.327480555555557 SNIa 0.1211 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 171.80099999999996 25.327480555555557 TNS 2021bwb ZTF21aagtill 2021bwb SNIa 0.1211 0.12190827735360088 0.5117273238414128 0.21088856870411732 0.3053502500876739 0.5117273238414128 0.7431921110267368 -2.2806726841790708 -2.2806726841790708 18.18847358399761 18.18847358399761 59250.379247699864 59248.463715299964 19.576148051879233 19.603078461101664 19.576148051879233 1.891474184321486 4.414104230797397 10.805399939355132 171.804204871334 25.32669478606975 0.0028262275471243603 14.866814834015965 16.35756164672136 15.52788744868338 0.99 """""" """""" """""" """""" 1 False True all False False 0 1.7525586218911637 4.810984371866937 171.7999733267955 25.3265189125081 0.039377983053692445 20.600421886176466 22.14071132233262 22.339620414623617 0.5583333333333333 False False 0.3 0.7 1.5 0.02 8 3 1.9155323999002576 10.805399939355132 4.414104230797397 0.8296741980379814 2.4479258699795503 -3.245516814380302 -4.048260603195853 False 0.1211 Inputed -19.132580404259325 -19.105649995036895 """""" """""" """"""
-0.1405966671420379 0.33074533349173446 -9.042058146696302 18.887283773311243 4244.961876693198 162.29173470757888 74 29 29 33.95259250001982 50 True False 2020abxl 76.09485 -14.046216666666666 SNIc-BL 0.0815 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 76.09485 -14.046216666666666 TNS 2020abxl ZTF20acvcxkz 2020abxl SNIc-BL 0.0815 0.4278862346823118 0.9286363427968141 0.5420226840552047 0.6632875079534521 0.9286363427968141 1.227030200216344 10.842978817605768 10.842978817605768 23.10961368241405 23.10961368241405 59200.31685189996 59188.30118060019 18.468169825126587 18.87221966226491 18.468169825126587 0.5062347071963763 0.699474137657024 0.5807215351486412 76.0948169 -14.04637475 0.0027200202812603935 20.660891473150254 23.64 23.27 0.5666666666666668 """""" """""" """""" """""" 0 False True all False False 0 0.699474137657024 0.5807215351486412 76.0948169 -14.04637475 0.0027200202812603935 20.660891473150254 23.64 23.27 0.5666666666666668 False False 0.3 0.7 1.5 0.02 8 3 12.015671299770474 0.5807215351486412 0.699474137657024 0.370000000000001 0.830225885254086 4.76778033773509 4.8018301748734125 False 0.0815 Inputed -19.362813120928603 -18.95876328379028 """""" """""" """"""
-0.21375189515281606 0.17994778045207638 -9.21337711333949 18.059341640005893 5229.6942960118595 124.1405746675002 89 42 42 73.82803239999339 47 True True 2020sko 23.774449999999998 12.799922222222222 SNIa 0.0467 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 23.774449999999998 12.799922222222222 TNS 2020sko ZTF20abxzrqw 2020sko SNIa 0.0467 0.11719716398293656 0.6813369478928948 0.24152010289645176 0.37652262491670996 0.6813369478928948 1.0377301080869188 12.802591763280352 12.802591763280352 61.025440636713036 61.025440636713036 59107.38803240005 59093.39579859981 17.54503939190713 17.54503939190713 17.587330965035402 3.5490630774059557 1.3385601500802409 4.650949478158925 23.7732503578721 12.799373972679351 0.0007118511278837447 15.565929216965436 16.578829189734456 15.875096864306927 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.3385601500802409 4.650949478158925 23.7732503578721 12.799373972679351 0.0007118511278837447 15.565929216965436 16.578829189734456 15.875096864306927 0.975 False False 0.3 0.7 1.5 0.02 8 3 13.992233800236136 4.650949478158925 1.3385601500802409 0.703732325427529 3.474591319545947 -0.9662102021726753 -1.712234100728475 False 0.0467 Inputed -19.017245657066866 -19.059537230195136 """""" """""" """"""
-0.1560897475571586 0.2509939145124393 -8.155070508053825 17.09741659128832 6070.177388747719 141.90433967635414 287 62 62 73.81957169994712 77 True False 2019nuc 56.264307916666 41.998410583333 SNIa 0.043 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 56.264307916666 41.998410583333 TNS 2019nuc ZTF19abqanpy 2019nuc SNIa 0.043 -0.10774466912596381 0.2997313891709652 -0.01698528262893717 0.08090945622111789 0.2997313891709652 0.5521711755053431 15.721203361110728 15.721203361110728 58.098368338836394 58.098368338836394 58727.4713773001 58712.4510764 16.48360365003249 16.48360365003249 16.771028134901844 5.719324980119975 2.8620424357548604 12.720627560487085 56.26905334 41.99863112 0.004467221212578476 15.471187750053407 15.994392610168457 15.694764058303832 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.8620424357548604 12.720627560487085 56.26905334 41.99863112 0.004467221212578476 15.471187750053407 15.994392610168457 15.694764058303832 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.020300900097936 12.720627560487085 2.8620424357548604 0.29962855186462534 4.4445978164303614 -0.48921103986403125 -1.0762640765980116 False 0.043 Inputed -19.652387719634362 -19.939812204503717 """""" """""" """"""
-0.16594173816398483 0.35156120553439807 -4.5064342627259535 19.242243306392915 5426.962743030081 207.80037013553164 27 13 13 18.87858789972961 28 True True 2021idh 155.82769166666662 -0.4294305555555556 SNIa 0.095 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 155.82769166666662 -0.4294305555555556 TNS 2021idh ZTF21aasgrpw 2021idh SNIa 0.095 -0.009262496217353089 0.2779292150999346 0.05719831499228789 0.12712908269406498 0.2779292150999346 0.44424066823653163 9.714086359699138 9.714086359699138 9.164501540030471 9.164501540030471 59314.232557899784 59306.31166670006 18.915470022065445 18.915470022065445 19.020347454421117 0.705447919713944 1.4359305932563018 0.9425928397260969 155.827480592958 -0.4292756167154375 0.00035369457758549494 16.156138340775968 17.411143973054884 16.545183230764867 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.4359305932563018 0.9425928397260969 155.827480592958 -0.4292756167154375 0.00035369457758549494 16.156138340775968 17.411143973054884 16.545183230764867 0.99 False False 0.3 0.7 1.5 0.02 8 3 7.920891199726611 0.9425928397260969 1.4359305932563018 0.8659607422900173 0.6564334266244384 -1.5043260490105617 -2.4751642236562503 False 0.095 Inputed -19.149742278724144 -19.254619711079815 """""" """""" """"""
-0.11000614479577593 0.2813163608917932 -27.79184274036075 17.545988398204383 6225.7489810308125 179.78628452871223 34 21 21 73.8510648002848 34 True True 2019bak 153.38287375 29.551705666666 SNIa 0.0486 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 153.38287375 29.551705666666 TNS 2019bak ZTF19aaklquv 2019bak SNIa 0.0486 -0.015194355460423026 0.3205636597917092 0.06156969218305264 0.14298051387715915 0.3205636597917092 0.5192822608315026 -12.351194182857192 -12.351194182857192 86.202258983142 86.202258983142 58538.2786921002 58534.36717589991 17.394242935686506 17.394242935686506 17.560210012609026 5.608828910384039 3.4285991299421963 2.0125348034456767 153.382346918721 29.5513855312303 0.0033894815069139828 16.86749022036433 17.176143313065765 16.986827080051896 0.9899999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.4285991299421963 2.0125348034456767 153.382346918721 29.5513855312303 0.0033894815069139828 16.86749022036433 17.176143313065765 16.986827080051896 0.9899999999999999 False False 0.3 0.7 1.5 0.02 8 3 3.911516200285405 2.0125348034456767 3.4285991299421963 0.18931623301386935 0.5869845750907621 -0.21809962262074123 -0.5733829325571307 False 0.0486 Inputed -19.13194196416411 -19.29790904108663 """""" """""" """"""
-0.20435909226004167 0.1818171892680911 -5.852957180541287 17.456536104120534 4919.428316082023 111.03014126167405 67 39 39 61.82547459984198 65 True True 2020dij 214.726025 26.594441666666665 SNIa 0.0355 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 214.726025 26.594441666666665 TNS 2020dij ZTF20aaqtebg 2020dij SNIa 0.0355 0.17711015345617298 0.8463801072355608 0.3226133175496244 0.48198044687650565 0.8463801072355608 1.2794057572193118 13.470313403493028 13.470313403493028 48.35516119634895 48.35516119634895 58914.479606499895 58903.49828700023 16.956100035369467 16.956100035369467 17.05455509009321 6.597100848790157 3.441241099483839 1.766581075090781 214.7254995231255 26.594583144627798 0.00042065820234071793 14.134547052468061 15.00736218583107 14.447238847602605 0.985 """""" """""" """""" """""" 0 False True all False False 0 3.441241099483839 1.766581075090781 214.7254995231255 26.594583144627798 0.00042065820234071793 14.134547052468061 15.00736218583107 14.447238847602605 0.985 False False 0.3 0.7 1.5 0.02 8 3 10.981319499667734 1.766581075090781 3.441241099483839 0.5601233382284647 0.5133557992654904 -1.9487378495383965 -2.6073162424906045 False 0.0355 Inputed -18.94871666685783 -19.047171721581574 """""" """""" """"""
-0.2110572977553211 0.17437565134234287 -8.440875571075694 17.53623415047342 5462.9453956441685 103.40772884968172 61 44 44 58.04249999998137 39 True False 2019ywf 44.67616666666667 32.573011111111114 SNIa 0.039 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 44.67616666666667 32.573011111111114 TNS 2019ywf ZTF19adbnlki 2019ywf SNIa 0.039 0.06459833500437995 0.7401814495375163 0.2095641996814237 0.3696888107621348 0.7401814495375163 1.1867577178164623 9.81858179786014 9.81858179786014 48.22391820212123 48.22391820212123 58856.11844909983 58846.13420139998 16.94527869170931 16.94527869170931 17.063146160112197 2.813245735765709 3.6517463923228357 4.099679713662002 44.67699638 32.57390999 0.0018608926682465166 15.659660098075868 16.390434680080414 15.928901247310638 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.6517463923228357 4.099679713662002 44.67699638 32.57390999 0.0018608926682465166 15.659660098075868 16.390434680080414 15.928901247310638 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.984247699845582 4.099679713662002 3.6517463923228357 0.46153343276977665 1.1226627682253258 -0.5548440116288944 -1.1342449128015595 False 0.039 Inputed -19.14615632595575 -19.26402379435864 """""" """""" """"""
-0.14041091598152566 0.4185471546710634 -6.576779635948427 19.110929197420848 5789.039076847997 152.40484747216718 39 26 26 43.96760419989005 54 True True 2021bvf 130.01451666666665 53.122825 SNIa 0.097932 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 130.01451666666665 53.122825 TNS 2021bvf ZTF21aahccrk 2021bvf SNIa 0.097932 -0.06597052650450763 0.3227106084485776 0.021380709348346016 0.11505609779435133 0.3227106084485776 0.5598136509990859 14.611186131586273 14.611186131586273 29.356418068303775 29.356418068303775 59263.24483799981 59248.25984949991 18.683895256591587 18.844878128929405 18.683895256591587 0.7066412150294016 2.7710269258684206 2.7916113262041984 130.01419905793 53.123576659623154 0.0017045202230625556 16.333356048536302 17.28120154015541 16.678112890000342 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.7710269258684206 2.7916113262041984 130.01419905793 53.123576659623154 0.0017045202230625556 16.333356048536302 17.28120154015541 16.678112890000342 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 14.984988499898463 2.7916113262041984 2.7710269258684206 0.603088650155069 1.0074284375022184 -1.563676588773994 -2.0057823665912444 False 0.097932 Inputed -19.55353445227558 -19.392551579937763 """""" """""" """"""
-0.026569574190178847 0.4786310472341803 -15.912641512012716 18.2270669468596 5983.3546572743235 373.97730146892195 259 65 65 74.01768520008773 48 True False 2020mot 7.806500000000001 85.00886111111112 TDE 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 7.806500000000001 85.00886111111112 TNS 2020mot ZTF20abfcszi 2020mot TDE 0.07 -0.10837967285639749 0.03207462878472711 -0.07477523088551408 -0.04017893342403056 0.03207462878472711 0.10855449209157086 70.76122020773985 70.76122020773985 3.256464992347869 3.256464992347869 59073.33575229999 59014.39380790014 17.924587498140426 17.924587498140426 18.027912797296548 0.9203761132655547 0.9588835892720765 0.017954335353266928 7.80645786 85.00885773 0.00020789917242147737 16.65408435742855 17.657757089424134 16.979207614398003 0.31 """""" """""" """""" """""" 0 False True all False False 0 0.9588835892720765 0.017954335353266928 7.80645786 85.00885773 0.00020789917242147737 16.65408435742855 17.657757089424134 16.979207614398003 0.31 False False 0.3 0.7 1.5 0.02 8 3 58.94194439984858 0.017954335353266928 0.9588835892720765 0.6785494750261307 0.01872420756193848 -0.2668304087162916 -1.0487051828985443 False 0.07 Inputed -19.467253154294248 -19.57057845345037 """""" """""" """"""
-0.05304839017610949 0.2728991289763787 -10.744155759891783 19.69887086555815 5645.6208734829115 217.61920294215545 28 7 7 9.916527800261974 53 True False 2020xtq 0.5898625 -15.332308333333334 SNIa 0.12 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 0.5898625 -15.332308333333334 TNS 2020xtq ZTF20aciywlz 2020xtq SNIa 0.12 -0.025064564817277812 0.24454687221555815 0.03752970384394416 0.10325370695466773 0.24454687221555815 0.3997624313145778 23.60976017129493 23.60976017129493 -13.693232371032956 -13.693232371032956 59144.16744210012 59134.29406249989 19.30251115454674 19.30251115454674 19.447904761351893 1.611808261517131 0.7331542663018424 0.13472086522443502 0.58983101 -15.3323302 0.0003636786675735859 18.08568223885298 19.000941427242754 18.43659154034853 0.73 """""" """""" """""" """""" 0 False True all False False 0 0.7331542663018424 0.13472086522443502 0.58983101 -15.3323302 0.0003636786675735859 18.08568223885298 19.000941427242754 18.43659154034853 0.73 False False 0.3 0.7 1.5 0.02 8 3 9.87337960023433 0.13472086522443502 0.7331542663018424 0.5643498868942238 0.18375514051632064 -0.3015697273039848 -1.0113132210033626 False 0.12 Inputed -19.240538564402623 -19.385932171207777 """""" """""" """"""
-0.12690950010787608 0.2524126369089303 -8.797488822118087 17.46286895434354 6123.2367965992225 98.2284947611066 37 30 30 61.843287100084126 63 True False 2019prc 83.811198749999 17.6089775 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 83.811198749999 17.6089775 TNS 2019prc ZTF19abrdnty 2019prc SNIa 0.06 -0.07838764877393345 0.5671665829411943 0.05839485302621483 0.21072095335911456 0.5671665829411943 1.0024319510692195 17.017681791022106 17.017681791022106 44.82560530906202 44.82560530906202 58732.453819400165 58717.48645830015 16.87495240662746 16.87495240662746 17.047639667312865 1.5343234186109351 1.009282835932393 2.088927338667904 83.81180504 17.60892504 0.0067090725841437715 20.137733639335632 20.480590114593507 20.281668090057373 0.9400000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.009282835932393 2.088927338667904 83.81180504 17.60892504 0.0067090725841437715 20.137733639335632 20.480590114593507 20.281668090057373 0.9400000000000001 False False 0.3 0.7 1.5 0.02 8 3 14.967361100018024 2.088927338667904 1.009282835932393 0.1989220245361345 2.069714518367011 3.6056377079660464 3.234028422744508 False 0.06 Inputed -20.107861313884936 -20.28054857457034 """""" """""" """"""
-0.15112567001444913 0.36335666956693924 -4.1697611693031655 18.666609545254172 5519.197730749415 219.22304954491113 42 16 16 19.05864579975605 48 True True 2020jir 203.67478749999998 8.142627777777777 SNIa 0.0835 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 203.67478749999998 8.142627777777777 TNS 2020jir ZTF18acqsztr 2020jir SNIa 0.0835 -0.0352589998419468 0.23003475467716683 0.02635615209299047 0.09103618603238672 0.23003475467716683 0.38265799913418874 9.541626300950291 9.541626300950291 9.517019498805759 9.517019498805759 58985.20690969983 58978.19438660005 18.340101049069244 18.340101049069244 18.399623570224154 0.7859314487383524 1.1981518876299608 0.9598701184698069 203.674559713217 8.142485489517814 0.00031945018716228457 16.43739969254613 17.427991275408267 16.79955304340124 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.1981518876299608 0.9598701184698069 203.674559713217 8.142485489517814 0.00031945018716228457 16.43739969254613 17.427991275408267 16.79955304340124 0.99 False False 0.3 0.7 1.5 0.02 8 3 7.012523099780083 0.9598701184698069 1.1981518876299608 0.6284382320070279 0.8011255737939085 -0.9121097736609762 -1.6000705268229147 False 0.0835 Inputed -19.48494726559068 -19.54446978674559 """""" """""" """"""
-0.011556177753228581 0.4523898855690188 -6.363340363549332 18.849635801179083 5571.231591997464 196.98638501487858 84 42 42 31.916886600200087 68 True False 2021kpx 137.65816666666666 68.29946111111111 SNII 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 137.65816666666666 68.29946111111111 TNS 2021kpx ZTF21aaxjvyl 2021kpx SNII 0.04 -0.0301092789773989 0.26963765637117376 0.038939167596137025 0.1118103735846816 0.26963765637117376 0.4446603310986532 68.2163529985776 68.2163529985776 -36.29946639837751 -36.29946639837751 59335.24304400012 59329.30290509993 18.698261692996006 18.698261692996006 18.80203988423918 0.6370263057938628 1.347099501187577 5.713442285975499 137.65707477 68.30099597 0.03184180164554995 20.15936116900444 20.76201072039604 15.81826046924591 0.9666666666666667 """""" """""" """""" """""" 0 False True all False False 0 1.347099501187577 5.713442285975499 137.65707477 68.30099597 0.03184180164554995 20.15936116900444 20.76201072039604 15.81826046924591 0.9666666666666667 False False 0.3 0.7 1.5 0.02 8 3 5.9401389001868665 5.713442285975499 1.347099501187577 4.9437502511501314 4.241291961684076 2.0637490274000356 -2.9837794149932684 False 0.04 Inputed -17.46276500324224 -17.566543194485412 """""" """""" """"""
-0.17218765894071753 0.27174646899953914 -6.627991114243723 18.550079970161214 6041.544146302018 148.07608172241248 21 16 16 43.95937500009313 42 True True 2020hsi 121.60658749999999 50.4068 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 121.60658749999999 50.4068 TNS 2020hsi ZTF20aauzoca 2020hsi SNIa 0.07 -0.11758972324069816 0.2671602889546385 -0.031502627122421245 0.0610812540383705 0.2671602889546385 0.5036471474725346 11.957964484399 11.957964484399 32.00141051569413 32.00141051569413 58966.23810190009 58955.21880789986 17.99814555795039 17.99814555795039 18.21246483755748 2.016208826729735 1.041637103781588 0.834894545002143 121.6062317915665 50.406848884899304 0.004558481815508442 20.306705615348815 20.892921747391224 20.61079389902115 0.8944444444444445 """""" """""" """""" """""" 0 False True all False False 0 1.041637103781588 0.834894545002143 121.6062317915665 50.406848884899304 0.004558481815508442 20.306705615348815 20.892921747391224 20.61079389902115 0.8944444444444445 False False 0.3 0.7 1.5 0.02 8 3 11.01929400023073 0.834894545002143 1.041637103781588 0.28212784837007376 0.8015215106788333 2.894776189440833 2.39832906146367 False 0.07 Inputed -19.282701114033316 -19.497020393640405 """""" """""" """"""
-0.045342161659037594 0.38941996947450297 -23.77071721026513 18.957270822220554 5090.713270784538 230.81149257322633 26 20 20 65.88460649969056 49 True False 2019nxs 35.644209583333 -19.19280166666 SNII 0.055 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 35.644209583333 -19.19280166666 TNS 2019nxs ZTF19abpxiff 2019nxs SNII 0.055 0.2020612330541418 0.49911064085317847 0.27151800265853154 0.3441073735946816 0.49911064085317847 0.667967028511292 3.0123937239789953 3.0123937239789953 62.87221277571157 62.87221277571157 58715.43912040023 58709.455567100085 18.69125271087739 18.73126459556618 18.69125271087739 1.805993545646774 2.1732080022595275 2.239409911880156 35.64409476 -19.1934142 0.008820088622429112 19.128675382995606 19.55799616434574 19.359600870549677 0.9375 """""" """""" """""" """""" 0 False True all False False 0 2.1732080022595275 2.239409911880156 35.64409476 -19.1934142 0.008820088622429112 19.128675382995606 19.55799616434574 19.359600870549677 0.9375 False False 0.3 0.7 1.5 0.02 8 3 5.9835533001460135 2.239409911880156 2.1732080022595275 0.19839529379606446 1.0304627580755257 0.8267315687795609 0.6683481596722878 False 0.055 Inputed -18.27279319580753 -18.23278131111874 """""" """""" """"""
-0.006584373770225074 0.1552501637796026 -4.1664224657986555 18.24922600004091 4417.371826322616 215.23387707422455 119 93 93 72.86810189997777 31 True True 2019wvz 155.11944208333 50.467912361111 SNII 0.0319 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 155.11944208333 50.467912361111 TNS 2019wvz ZTF19acytcsg 2019wvz SNII 0.0319 0.2961529511042187 0.6359721124834579 0.37530449977015934 0.45823206683380135 0.6359721124834579 0.830550777366188 304.576990836464 304.576990836464 -231.70888893648623 -231.70888893648623 58859.28024310013 58833.436550899874 18.10187294633338 18.178136082993635 18.10187294633338 0.9941700488797833 2.9201076948024043 5.757459631266041 155.12097310111199 50.466644271972 0.001652555286617896 15.5586692792508 16.277281262772085 15.814651976522804 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.9201076948024043 5.757459631266041 155.12097310111199 50.466644271972 0.001652555286617896 15.5586692792508 16.277281262772085 15.814651976522804 1.0 False False 0.3 0.7 1.5 0.02 8 3 25.843692200258374 5.757459631266041 2.9201076948024043 0.4626292862492818 1.9716600320987931 -1.90085482022155 -2.2872209698105763 False 0.0319 Inputed -17.667291389105305 -17.59102825244505 """""" """""" """"""
-0.18451389832086737 0.1755111427928292 -6.4195195818691095 18.32735045862332 3524.4754028020943 269.74905238921014 42 20 20 39.99167829984799 77 True False 2020znj 108.10024999999999 15.591788888888889 SNIa 0.0384 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 108.10024999999999 15.591788888888889 TNS 2020znj ZTF20acpvxmk 2020znj SNIa 0.0384 0.7267880326925606 1.0596961237408422 0.8056413805457545 0.8873524516740368 1.0596961237408422 1.2445478656983795 13.009005821475434 13.009005821475434 26.982672478372557 26.982672478372557 59173.437604200095 59163.4395486 17.59061466791129 18.487324455993782 17.59061466791129 1.510490599553175 1.620758425708427 0.3661543773407659 108.10014458 15.59178303 0.00046663423542958604 16.32016615600586 17.15003446416855 16.544029935455324 0.48 """""" """""" """""" """""" 0 False True all False False 0 1.620758425708427 0.3661543773407659 108.10014458 15.59178303 0.00046663423542958604 16.32016615600586 17.15003446416855 16.544029935455324 0.48 False False 0.3 0.7 1.5 0.02 8 3 9.99805560009554 0.3661543773407659 1.620758425708427 0.6060045287132247 0.22591545509363695 -1.3372899918252337 -1.0465847324559654 False 0.0384 Inputed -18.584704991535574 -17.68799520345308 """""" """""" """"""
-0.1332679412175673 0.34263836252181407 -6.41935291596616 19.06817188639354 5667.055861794915 121.50008881184252 44 27 27 43.0105439000763 58 True True 2021lta 246.50243749999996 28.427444444444447 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 246.50243749999996 28.427444444444447 TNS 2021lta ZTF21aazlxiw 2021lta SNIa 0.1 -0.02549874532190799 0.4963328575299002 0.08878613684753844 0.21339704638305435 0.4963328575299002 0.8292638039596483 15.636367211777559 15.636367211777559 27.37417668829874 27.37417668829874 59353.357222199906 59339.33854170004 18.657141822786595 18.657141822786595 18.838738876747716 0.5640927591865919 1.643945964167727 0.5996161295370612 246.5024591793285 28.42760990973515 0.0015652870762906668 17.84990767973423 18.919710065670014 18.24119274406433 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.643945964167727 0.5996161295370612 246.5024591793285 28.42760990973515 0.0015652870762906668 17.84990767973423 18.919710065670014 18.24119274406433 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.018680499866605 0.5996161295370612 1.643945964167727 0.6785173216056855 0.36474199432742677 0.2625682428834182 -0.5975461326833873 False 0.1 Inputed -19.445003221723212 -19.626600275684332 """""" """""" """"""
-0.04397393435893978 0.5031562864982205 -20.999693030777394 17.61684804136813 6403.992384255837 267.93994517658837 12 12 12 22.77077540010214 43 True True 2017grk 20.499335 -1.040194277777 AGN 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 20.499335 -1.040194277777 TNS 2017grk ZTF18acgbcgo 2017grk AGN 0.06 -0.14745866518287087 0.04634889540010789 -0.10191333011368187 -0.05446878293129487 0.04634889540010789 0.1554662829541087 -2.4890700033278765 -2.4890700033278765 25.259845403430013 25.259845403430013 58768.31314809993 58765.422106499784 17.2777877343275 17.2777877343275 17.470385607308486 8.315867435949334 1.6822622940928031 0.5399220367707354 20.499229913372197 -1.04008725468031 0.00010721576357453078 14.269611522310973 14.958900497837067 14.610572995762826 0.55 """""" """""" """""" """""" 0 False True all False False 0 1.6822622940928031 0.5399220367707354 20.499229913372197 -1.04008725468031 0.00010721576357453078 14.269611522310973 14.958900497837067 14.610572995762826 0.55 False False 0.3 0.7 1.5 0.02 8 3 2.8910416001453996 0.5399220367707354 1.6822622940928031 0.3483275020742411 0.3209499723477427 -2.3188872364904327 -2.85981261154566 False 0.06 Inputed -19.685115373889314 -19.8777132468703 """""" """""" """"""
-0.213554766765168 0.5469094639124344 -0.8721508674377967 17.69882212537543 6979.47653526468 69.00365368017161 35 14 14 17.063217599876225 39 True True 2021lwz 146.19744933 34.71228617 SLSN-I 0.065 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 146.19744933 34.71228617 TNS 2021lwz ZTF21abaiono 2021lwz SLSN-I 0.065 -0.3142936006727304 0.4999948679526014 -0.15563743095333749 0.03065518181794502 0.4999948679526014 1.1251089966665013 7.954501214934702 7.954501214934702 9.108716384941523 9.108716384941523 59350.18181709992 59344.181006900035 17.2563265129004 17.2563265129004 17.612113656014532 0.7430697447861739 0.7562542420649727 0.3222449808206457 146.1974804969145 34.71237193776045 0.011315023165898275 22.48796725994885 22.70794848321676 22.722688851981165 0.43333333333333335 """""" """""" """""" """""" 0 False True all False False 0 0.7562542420649727 0.3222449808206457 146.1974804969145 34.71237193776045 0.011315023165898275 22.48796725994885 22.70794848321676 22.722688851981165 0.43333333333333335 False False 0.3 0.7 1.5 0.02 8 3 6.000810199882835 0.3222449808206457 0.7562542420649727 -0.014740368764403655 0.4261066753698426 5.45162197031636 5.110575195966632 False 0.065 Inputed -19.71967885294687 -20.075465996061002 """""" """""" """"""
-0.15646568505021413 0.29530121414578164 -5.039811815269696 18.295928639640344 5180.7529857661475 123.02261059269478 26 16 16 40.95849540038034 52 True True 2019prt 257.439625 31.7392 SNIa 0.054 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 257.439625 31.7392 TNS 2019prt ZTF19abxdnhr 2019prt SNIa 0.054 0.08234491453685067 0.6389811476893286 0.20477965327185998 0.3378983590998281 0.6389811476893286 0.9917257583148 11.753387147674442 11.753387147674442 29.2051082527059 29.2051082527059 58743.14115739986 58734.14365739981 17.97840941450301 17.97840941450301 18.20425100885366 1.7496575772088732 2.5977971611543493 2.684068601991699 257.44047552560653 31.73938076291875 0.0014611809628500838 16.286651956284047 17.00283008815527 16.570801654813287 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 0.48033106657889435 257.439502020523 31.7392828471813 0.04326991453593765 24.39014911583662 25.131288893227577 24.786500467817785 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.99750000005588 2.684068601991699 2.5977971611543493 0.4320284333419835 1.0332094599714685 -0.9755793263477379 -1.6334493540403727 False 0.054 Inputed -18.71944401575312 -18.94528561010377 """""" """""" """"""
-0.10464475437893067 0.49394727516122594 -5.332806780808486 17.577367903064726 3260.2267563173036 209.39617196121552 20 9 9 31.89873840007931 100 True True 2019pqo 235.37638833333 15.784249305555 SNIIb 0.01413 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 235.37638833333 15.784249305555 TNS 2019pqo ZTF19abxqppy 2019pqo SNIIb 0.01413 0.8996366478583084 1.3717978814294227 1.0098212861011788 1.1251067063580393 1.3717978814294227 1.6414363784070893 17.308133197242604 17.308133197242604 14.590605202836706 14.590605202836706 58749.11315969983 58733.21241899999 17.36473191264453 18.177451526063987 17.36473191264453 11.78982760883912 7.306598083948117 12.414732926604186 235.376828386288 15.78767174499865 0.0006809064178995294 12.155623008768558 13.273557256927491 12.51069739310503 0.9944444444444444 """""" """""" """""" """""" 12 True True all False False 0 0.7 0.9101765133422013 235.37651322237 15.7844717425596 0.05091440937643088 24.291999921131133 20.987326078414917 21.211997438757418 0.0 False False 0.3 0.7 1.5 0.02 8 3 15.900740699842572 12.414732926604186 7.306598083948117 0.7628598638224613 1.6991126080792842 -4.9038942691364955 -4.8540345195395 False 0.01413 Inputed -16.626463823815534 -15.813744210396079 """""" """""" """"""
-0.11578095138223007 0.3470065883094405 -12.497307866707438 18.72709194346945 5718.234896314687 201.96670134801707 26 14 14 19.937141200061888 43 True False 2021bxz 162.3889583333333 -26.498811111111113 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 162.3889583333333 -26.498811111111113 TNS 2021bxz ZTF21aagygzv 2021bxz SNIa 0.08 -0.025427696738617556 0.26722215684874584 0.04212716993248833 0.11332501401551553 0.26722215684874584 0.4374582019159874 2.582883763944899 2.582883763944899 17.35425743611699 17.35425743611699 59255.35739579983 59249.41870369995 18.40005136059596 18.40005136059596 18.54501011069563 1.1408447924719278 1.2901088173190898 3.9104573606863107 162.38816514 -26.49963331 0.0012317777845282096 16.645336501646042 17.61716872549057 17.011283210325242 0.9700000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.2901088173190898 3.9104573606863107 162.38816514 -26.49963331 0.0012317777845282096 16.645336501646042 17.61716872549057 17.011283210325242 0.9700000000000001 False False 0.3 0.7 1.5 0.02 8 3 5.938692099880427 3.9104573606863107 1.2901088173190898 0.6058855151653262 3.0311066075902304 -0.7828826351053912 -1.5337269003703895 False 0.08 Inputed -19.244923911375746 -19.38988266147542 """""" """""" """"""
-0.25559792877102666 0.09493525543567236 -7.172272071295701 19.175177535094786 5230.77791709558 79.36322763035244 36 22 22 42.92486110003665 46 True True 2021us 177.825 18.32665 SNIa 0.067 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 177.825 18.32665 TNS 2021us ZTF21aacsuwx 2021us SNIa 0.067 0.14099406479270726 1.1266896106357507 0.34341440601965445 0.5732372068910756 1.1266896106357507 1.8284444598268443 12.050333214192195 12.050333214192195 30.874527885844458 30.874527885844458 59231.45775459986 59221.44711809978 18.556990049368284 18.556990049368284 18.627427231773346 1.4730310509011875 1.5572397785022458 3.5790907963752208 177.8256722741155 18.32588766988135 0.004053036637797325 18.1814206672585 18.86212939736962 18.40964643348694 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.5572397785022458 3.5790907963752208 177.8256722741155 18.32588766988135 0.004053036637797325 18.1814206672585 18.86212939736962 18.40964643348694 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.01063650008291 3.5790907963752208 1.5572397785022458 0.45248296388268017 2.298355619850395 0.3051393480013367 -0.21778079828640529 False 0.067 Inputed -18.771156217412518 -18.84159339981758 """""" """""" """"""
-0.15133565627706205 0.21703673358138073 -11.292736257493608 18.794717288239006 5231.147977215323 128.97833294836602 33 24 24 59.91715280013159 40 True True 2019eiq 175.38345791666 29.9834 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 175.38345791666 29.9834 TNS 2019eiq ZTF19aatgsdl 2019eiq SNIa 0.08 0.136655123819601 0.6833306551501934 0.25774815611104174 0.3888106944103136 0.6833306551501934 1.0256636732773856 16.71420158071429 16.71420158071429 43.2029512194173 43.2029512194173 58619.195833299775 58601.28359950008 18.216492671038264 18.302521337010777 18.216492671038264 1.9936004731990844 1.4779013375884011 2.1438373222953313 175.38338453971102 29.9839921090596 0.005085549663555455 19.17000816223085 19.817019680675266 19.40949334220886 0.985 """""" """""" """""" """""" 0 False True all False False 0 1.4779013375884011 2.1438373222953313 175.38338453971102 29.9839921090596 0.005085549663555455 19.17000816223085 19.817019680675266 19.40949334220886 0.985 False False 0.3 0.7 1.5 0.02 8 3 17.91223379969597 2.1438373222953313 1.4779013375884011 0.40752633846640407 1.4505956979466479 1.5144983436644885 1.1930006711705978 False 0.08 Inputed -19.573441351033114 -19.4874126850606 """""" """""" """"""
-0.18125482842053117 0.18606368957101288 -10.411373213128003 19.038361978431098 5208.74525919096 104.64602859527727 29 22 22 55.854201399721205 36 True True 2019bow 222.71674833333 49.029508388888 SNIa 0.079 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 222.71674833333 49.029508388888 TNS 2019bow ZTF19aaleptm 2019bow SNIa 0.079 0.16120421621077696 0.8721102848408329 0.3143900783790201 0.4831257119483894 0.8721102848408329 1.3390936601024563 14.893633130265794 14.893633130265794 40.96056826945541 40.96056826945541 58556.454201399814 58540.42710650014 18.57773012514729 18.57773012514729 18.65364642986214 1.3766769731331567 0.8852075214153665 3.3480802937216945 222.7153322421305 49.02956178196605 0.0010818605714447704 17.034289291249515 17.926203384997844 17.415462169981005 0.99 """""" """""" """""" """""" 0 False True all False False 0 0.8852075214153665 3.3480802937216945 222.7153322421305 49.02956178196605 0.0010818605714447704 17.034289291249515 17.926203384997844 17.415462169981005 0.99 False False 0.3 0.7 1.5 0.02 8 3 16.02709489967674 3.3480802937216945 0.8852075214153665 0.5107412150168393 3.7822546834762742 -0.6515267401494462 -1.238184259881134 False 0.079 Inputed -19.108497733349356 -19.184414038064205 """""" """""" """"""
-0.13775877456815527 0.3781816048639235 -5.965328670162792 16.471266938880518 5049.198874242003 194.7975835713739 20 7 7 17.04135419987142 50 True False 2019umr 334.0207083333333 -26.67858888888889 SNIa 0.02345 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 334.0207083333333 -26.67858888888889 TNS 2019umr ZTF19acrmmpq 2019umr SNIa 0.02345 0.10471785068185824 0.44005763210466853 0.18206252584926474 0.26362040070405257 0.44005763210466853 0.6354690114511072 18.098131503575974 18.098131503575974 -1.0567773037045534 -1.0567773037045534 58812.089062499814 58795.08417819999 16.255336720568785 16.365532283182652 16.255336720568785 5.738148226649123 3.4919432273177797 7.6393376128873935 334.01947212 -26.68040077 0.0008812398570271496 14.117992095154523 18.63807321150303 14.393684711027145 1.0 """""" """""" """""" """""" 2 False True all False False 0 5.910932742881966 5.714142796558315 334.02045094 -26.6801594 0.0009647075670937699 13.610993235093355 14.264075431776046 13.714786342704295 0.97 False False 0.3 0.7 1.5 0.02 8 3 17.00488429982215 7.6393376128873935 3.4919432273177797 4.2443885004758855 2.187703841552801 2.272540928320378 -1.8616520095416398 False 0.02345 Inputed -18.84101645817542 -18.730820895561553 """""" """""" """"""
-0.14853543018790405 0.2910603807485137 -11.051435844659135 18.88575174231626 5567.21458504261 205.09990012283276 24 14 14 36.958483799826354 70 True False 2021iio 286.24898749999994 50.73401388888889 SNIa 0.086 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 286.24898749999994 50.73401388888889 TNS 2021iio ZTF21aascwrr 2021iio SNIa 0.086 -0.00023749789323090909 0.2931647608176604 0.06760167481282764 0.13902300893165886 0.2931647608176604 0.4633419744921454 7.237337224303634 7.237337224303634 29.72114657552272 29.72114657552272 59317.45166670019 59307.47218749998 18.504313961033223 18.529279269609503 18.504313961033223 1.0755475440530666 1.9426915163420724 2.914396458956954 286.24771228 50.73407671 0.001180298904530086 16.494248293924333 17.414134339499473 16.84985490889549 0.99 """""" """""" """""" """""" 1 False True all False False 0 0.7 2.776115819523323 286.25006662 50.73437191 0.019381004720563255 21.363379915881158 24.013275604200363 22.514731442952154 0.0 False False 0.3 0.7 1.5 0.02 8 3 9.979479200206697 2.914396458956954 1.9426915163420724 0.5642794306039818 1.500184890107783 -1.1151449301100307 -1.6544590521377316 False 0.086 Inputed -19.44548947861734 -19.42052417004106 """""" """""" """"""
-0.11181573984861422 0.3206033920318791 -8.728601630592927 18.796785568170762 5456.092184571616 100.72614002265979 48 24 24 42.95552079984918 76 True False 2021lwm 331.42592083333324 34.68033611111111 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 331.42592083333324 34.68033611111111 TNS 2021lwm ZTF21aaygkfw 2021lwm SNIa 0.09 0.07358085818333393 0.7753225936408157 0.22358600825737796 0.38967688787423427 0.7753225936408157 1.2422338241437316 9.449685528038048 9.449685528038048 33.50583527181114 33.50583527181114 59344.46125000017 59336.456400500145 18.4874162798981 18.4874162798981 18.519087755104408 0.714111454455159 1.1171922524946256 3.469233019822109 331.42601272 34.68129682 0.03172627960071284 21.27520017337799 23.698407773971557 22.554879814338683 0.8999999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.1171922524946256 3.469233019822109 331.42601272 34.68129682 0.03172627960071284 21.27520017337799 23.698407773971557 22.554879814338683 0.8999999999999999 False False 0.3 0.7 1.5 0.02 8 3 8.004849500022829 3.469233019822109 1.1171922524946256 1.1435279596328733 3.105314248353864 5.210991494073458 4.035792059234275 False 0.09 Inputed -19.531296890074827 -19.562968365281137 """""" """""" """"""
-0.019188568390293547 0.40049611412498853 -21.64377910853168 17.31549686834836 5024.526577037675 129.9587239732298 43 24 24 63.796597299631685 81 True True 2019rho 33.204940416666 -6.701662416666 SNII 0.016965 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 33.204940416666 -6.701662416666 TNS 2019rho ZTF19acblhxc 2019rho SNII 0.016965 0.3270555071067953 0.9367553472186749 0.46266636475301937 0.6090347410306798 0.9367553472186749 1.3161856104018739 35.07199189312205 35.07199189312205 28.72460540650963 28.72460540650963 58765.4207175998 58756.3922569002 17.165389794521573 17.44376500253542 17.165389794521573 4.5384141814497605 6.460173106405836 5.101952818734794 33.204620635480495 -6.70028125264815 0.0030364621921588064 14.973117212597131 15.473296909228564 15.15180404336214 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 4.331552757506306 33.2058434329277 -6.70086030836584 0.3259536608398277 24.312544826346635 22.125131419291495 22.741380572526456 0.025 False False 0.3 0.7 1.5 0.02 8 3 9.028460699599236 5.101952818734794 6.460173106405836 0.3214928658664231 0.7897548153432226 -1.9704680933068577 -2.0135857511594324 False 0.016965 Inputed -17.224444702640813 -16.946069494626965 """""" """""" """"""
-0.07976259055838424 0.3261298898486826 -32.887175842286155 19.01060026039847 6367.364868621842 275.3171784077641 48 12 12 33.94156250031665 44 True True 2020xuq 3.4267499999999997 28.919161111111112 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 3.4267499999999997 28.919161111111112 TNS 2020xuq ZTF20acmjgyw 2020xuq CV 0.0 -0.09002988955676727 0.10788889164599524 -0.04340313739697521 0.005089382668533204 0.10788889164599524 0.21881359075806017 -18.732591357668845 -18.732591357668845 52.674153857985495 52.674153857985495 59144.32057869993 59144.213425899856 18.799848400234193 18.799848400234193 18.85613563649199 4.476324205268933 1.3497157697226205 13.618971011980111 3.424717664802965 28.92249982849365 0.05018520610310073 18.69776871139765 19.33216654459953 18.92952387231231 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7726475605102677 12.67373126552406 3.423444481783195 28.91715555180765 0.17616122410284818 20.662641476851704 21.709906689577103 20.76115034326315 0.6 False False 0.3 0.7 1.5 0.02 8 3 0.10715280007570982 0.0 0.0 0.0 0.0 4.840151599765807 4.413864363508008 True 0.0 Inputed """""" """""" """""" """""" """"""
-0.1897114507642288 0.16028766537094524 -11.08076195058403 18.59460134925608 5680.11729586909 107.75069160038254 65 54 54 73.93076389981434 80 True True 2020jki 275.6306583333333 42.980961111111114 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 275.6306583333333 42.980961111111114 TNS 2020jki ZTF20aazdsty 2020jki SNIa 0.07 0.03951626501076788 0.671161081354203 0.1757988930531127 0.3258126373730974 0.671161081354203 1.0847409641602326 13.626700289338366 13.626700289338366 60.30406361047597 60.30406361047597 58991.41055560019 58976.353460600134 17.93968306076356 17.93968306076356 18.138786351634238 2.5712637381718304 0.9923454177328741 2.9550169021726185 275.631518888854 42.9814878233726 0.041662074063487986 22.029434674378635 21.846884909973145 19.586993214130402 0.5800000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.9923454177328741 2.9550169021726185 275.631518888854 42.9814878233726 0.041662074063487986 22.029434674378635 21.846884909973145 19.586993214130402 0.5800000000000001 False False 0.3 0.7 1.5 0.02 8 3 15.057095000054687 2.9550169021726185 0.9923454177328741 2.259891695842743 2.9778107999165155 3.907201849209585 1.4482068624961641 False 0.07 Inputed -19.356379599956558 -19.555482890827236 """""" """""" """"""
-0.13162432837904411 0.33171340174299213 -3.3574640882314624 17.05715276008575 5762.125241226932 200.18140289801286 13 5 5 12.049363400321454 45 True True 2020jhr 139.62010416666666 10.317616666666666 SNIa 0.0313 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 139.62010416666666 10.317616666666666 TNS 2020jhr ZTF20aaynavi 2020jhr SNIa 0.0313 -0.09354901333112409 0.18602155300875367 -0.02913862448012594 0.03883140424595055 0.18602155300875367 0.34920675533455636 17.07548572221692 17.07548572221692 -5.026122321895467 -5.026122321895467 58987.20231480012 58975.152951399796 16.747759009255603 16.747759009255603 16.87872215145742 1.6198939194424513 2.2425836492037643 1.0173004654312539 139.62006824132249 10.3178970310467 0.0009718978713711968 16.382023514984844 16.672164947788715 16.523891501903535 0.96 """""" """""" """""" """""" 0 False True all False False 0 2.2425836492037643 1.0173004654312539 139.62006824132249 10.3178970310467 0.0009718978713711968 16.382023514984844 16.672164947788715 16.523891501903535 0.96 False False 0.3 0.7 1.5 0.02 8 3 12.049363400321454 1.0173004654312539 2.2425836492037643 0.14827344588518088 0.45362877134703505 -0.0755940614668873 -0.354830649553886 False 0.0313 Inputed -18.848888949426552 -18.97985209162837 """""" """""" """"""
-0.14413129584742893 0.4764852032259025 -4.277936178415764 18.881555213935403 5503.401479880304 151.38765262415427 19 11 11 25.013356500305235 45 True True 2020mop 200.75053749999998 -1.8047194444444445 SNIa 0.0759 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 200.75053749999998 -1.8047194444444445 TNS 2020mop ZTF20abeyqmx 2020mop SNIa 0.0759 -0.01920261452963956 0.38727337778747284 0.07218123091901418 0.1701568471110022 0.38727337778747284 0.6351082348276478 9.880894727990988 9.880894727990988 15.132461772314247 15.132461772314247 59023.213009300176 59014.197534699924 18.628998519752486 18.628998519752486 18.837529020779165 1.6563508180392823 2.84089354811242 11.892667605257602 200.753802268505 -1.804204574182875 0.0021045534049962678 14.62833838418603 15.763351134480239 15.030418888297081 0.985 """""" """""" """""" """""" 2 False True all False False 0 0.7 8.664114795785045 200.749986708516 -1.80706233324922 0.20399026773254747 21.864079447368383 23.146286138653757 23.228673086750508 0.21666666666666665 False False 0.3 0.7 1.5 0.02 8 3 9.015474600251764 11.892667605257602 2.84089354811242 0.7329322461831573 4.186241900249824 -2.865647385272247 -3.8071101324820837 False 0.0759 Inputed -18.836207214669372 -19.04473771569605 """""" """""" """"""
-0.23736673613710013 0.1792752629700293 -4.303590882791275 17.62522090676709 5363.142658391282 109.54314401938348 47 33 33 66.8581828000024 43 True False 2021wh 144.47585416666664 -20.111297222222223 SNIa 0.035 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 144.47585416666664 -20.111297222222223 TNS 2021wh ZTF21aaczpca 2021wh SNIa 0.035 0.03097679640152151 0.6464698895325824 0.16406359403179138 0.31035800948533776 0.6464698895325824 1.0479608216389877 10.943230406022577 10.943230406022577 55.91495239397982 55.91495239397982 59232.37821759982 59224.37265049992 17.085330893949315 17.085330893949315 17.196919813167295 2.4693453890492703 1.1793986042205973 7.506488735524958 144.47807428 -20.11125688 0.03244834890620485 19.60650207557678 20.877365656614305 19.88859855504036 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.1793986042205973 7.506488735524958 144.47807428 -20.11125688 0.03244834890620485 19.60650207557678 20.877365656614305 19.88859855504036 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 8.005567099899054 7.506488735524958 1.1793986042205973 0.988767101573945 6.364674935736085 3.79203476266499 2.6916787418730657 False 0.035 Inputed -18.775284882193073 -18.886873801411053 """""" """""" """"""
-0.12648774039880462 0.3154669103522161 -18.140173035976062 18.91931287110267 4771.303244340903 207.62492114781992 6 6 6 9.001284700352699 50 True False 2018hgl 11.088629583333 -17.35032561111 SNII 0.031038 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 11.088629583333 -17.35032561111 TNS 2018hgl ZTF18acbxshd 2018hgl SNII 0.031038 0.28114305252864114 0.6314712795212643 0.36251835512733166 0.4479286712444619 0.6314712795212643 0.8330780279104033 -6.008031257114698 -6.008031257114698 15.009315957467397 15.009315957467397 58426.25232640002 58423.241238399874 18.815358359917894 18.910563882229 18.815358359917894 1.8509599679895312 7.402126386832291 8.061585555499953 11.090827 -17.35111008 0.0018790221973157273 13.831407920873165 14.950552482986451 14.185593543362618 0.99 """""" """""" """""" """""" 1 False True all False False 0 1.6420169835601914 5.9109239555880615 11.09029194 -17.3507478 0.0072454449640110274 18.01539284834862 18.807724826431276 15.223173296409845 1.0 False False 0.3 0.7 1.5 0.02 8 3 3.0110880001448095 8.061585555499953 7.402126386832291 0.764958939623833 1.089090503755891 -3.960011399242548 -4.6297648165552765 False 0.031038 Inputed -16.893859156446723 -16.79865363413562 """""" """""" """"""
-0.13077282132748294 0.22268952887781543 -20.361909305894855 17.67762028683695 6158.230250096232 128.8740181530829 59 39 39 69.87165510002524 55 True True 2019ekj 244.37804208333 50.716261 SNII 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 244.37804208333 50.716261 TNS 2019ekj ZTF19aatgxjy 2019ekj SNII 0.04 0.004136016011479171 0.5023218201020114 0.1141518937828252 0.23346905854955224 0.5023218201020114 0.8157149359454365 -5.937967096541337 -5.937967096541337 75.80962219656658 75.80962219656658 58608.323611100204 58605.3850579001 17.10205004594113 17.10205004594113 17.38587429445888 3.535301650689181 1.5649441968052364 2.8165351904622415 244.377789316681 50.715495173433354 0.003179261284340096 18.17548867177725 18.775129025387763 18.330137433878186 0.9583333333333334 """""" """""" """""" """""" 2 False True all False False 0 0.7 1.2033860224317112 244.37823159036 50.7159490036856 0.018174334918847346 22.64999346622586 24.9868579958868 23.055860540161135 0.25 False False 0.3 0.7 1.5 0.02 8 3 2.9385532001033425 2.8165351904622415 1.5649441968052364 0.44499159150957723 1.799767171386732 1.6730789794466325 0.9442631394193057 False 0.04 Inputed -18.878930593022538 -19.162754841540288 """""" """""" """"""
-0.15395197736989735 0.3699017878151213 -7.623975703334539 18.81197432970548 4883.0787425784865 147.9192808676076 38 18 18 18.060451400000602 32 True True 2021kqo 233.45877083333332 30.937297222222224 SNIa 0.068 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 233.45877083333332 30.937297222222224 TNS 2021kqo ZTF21aaxtsqe 2021kqo SNIa 0.068 0.186767967067464 0.6693113844594833 0.29541640486265663 0.4117781631479218 0.6693113844594833 0.9629863585531417 5.880309575563218 5.880309575563218 12.180141824437385 12.180141824437385 59341.28689809982 59334.24253469985 18.588674601103804 18.722798208251923 18.588674601103804 0.5762875779245719 1.8970582589605893 0.794660053142428 233.45892984976 30.9371236638252 0.0004807242249449395 15.905192512535452 17.16492898644328 16.50390636490345 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.8970582589605893 0.794660053142428 233.45892984976 30.9371236638252 0.0004807242249449395 15.905192512535452 17.16492898644328 16.50390636490345 0.99 False False 0.3 0.7 1.5 0.02 8 3 7.044363399967551 0.794660053142428 1.8970582589605893 0.6610226215398285 0.41889069531150164 -1.5578692218086445 -2.084768236200354 False 0.068 Inputed -18.842569400865244 -18.708445793717125 """""" """""" """"""
-0.14490511680319446 0.21727553422463342 -8.366823352690483 19.07722438614723 5622.19304401146 83.57171223065379 103 67 67 58.93690969981253 92 True True 2021pgb 324.74454166666663 22.672605555555556 SNIa 0.107 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 324.74454166666663 22.672605555555556 TNS 2021pgb ZTF21abfflmp 2021pgb SNIa 0.107 0.05008275210627744 0.9185511197917258 0.22971662062540332 0.4327916628231989 0.9185511197917258 1.5288210048668738 18.125955580340843 18.125955580340843 40.81095411947169 40.81095411947169 59387.36460650014 59371.406921300106 18.586345317550062 18.586345317550062 18.646932188145794 0.7512247600794141 2.2635845251326088 2.441239766401171 324.74527656909595 22.672609446706147 0.004232135429755979 18.025920077896117 18.603941135234834 18.249608406233786 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.2635845251326088 2.441239766401171 324.74527656909595 22.672609446706147 0.004232135429755979 18.025920077896117 18.603941135234834 18.249608406233786 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.957685200031847 2.441239766401171 2.2635845251326088 0.3543327290010474 1.078484032425586 0.017595817684771475 -0.39732378191200723 False 0.107 Inputed -19.786858799283678 -19.84744566987941 """""" """""" """"""
-0.15166510070942507 0.19678039843553147 -5.258618881563377 18.893087100157125 5932.128972683734 89.01826340786961 51 34 34 58.82783570000902 101 True False 2020sgh 276.54555416666665 34.43756944444444 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 276.54555416666665 34.43756944444444 TNS 2020sgh ZTF20abxrsjb 2020sgh SNIa 0.07 -0.07683613583419557 0.6528090243150544 0.07516324324056001 0.2462636381766714 0.6528090243150544 1.1587130453758476 18.343658452228283 18.343658452228283 40.484177247780735 40.484177247780735 59099.174328700174 59086.29084490007 18.3692225925123 18.3692225925123 18.530296107103474 1.11190519137748 2.2052548106644667 3.278049648805623 276.54534118 34.43846291 0.005183561146838933 18.119257251513005 18.724383301591875 18.345063426208498 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.2052548106644667 3.278049648805623 276.54534118 34.43846291 0.005183561146838933 18.119257251513005 18.724383301591875 18.345063426208498 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.88348380010575 3.278049648805623 2.2052548106644667 0.3793198753833771 1.4864720543645076 0.3551607090795734 -0.1852326808949769 False 0.07 Inputed -18.96486984448732 -19.125943359078494 """""" """""" """"""
-0.18593766596958677 0.22876729638799692 -7.489498182209763 18.37527237202704 5083.670627367555 266.24179687119886 165 82 82 60.78459489997476 62 True True 2019ulr 52.10175416666666 44.485013888888886 SNIa 0.059 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 52.10175416666666 44.485013888888886 TNS 2019ulr ZTF19acmgyka 2019ulr SNIa 0.059 0.09114869922532876 0.32726571130023885 0.14678918264811358 0.20464544940378815 0.32726571130023885 0.45954946184204104 13.286267965508447 13.286267965508447 47.49832693446631 47.49832693446631 58801.21770829987 58788.37497689994 17.791031297274824 17.791031297274824 17.9329262048091 0.5503201499793914 2.6406271480155197 4.949384832221606 52.10109535935595 44.48372189981505 0.0013900949479532798 15.659678661985396 16.11545795887947 15.930827078056335 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.6406271480155197 4.949384832221606 52.10109535935595 44.48372189981505 0.0013900949479532798 15.659678661985396 16.11545795887947 15.930827078056335 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.842731399927288 4.949384832221606 2.6406271480155197 0.1846308808231356 1.8743217254057092 -1.6755733383953526 -2.002099126752764 False 0.059 Inputed -19.185578640303962 -19.32747354783824 """""" """""" """"""
-0.03128680479247669 0.46910498855605565 -16.8646111301797 19.21851548960192 6577.493356737625 160.01050593063732 87 57 57 68.84228010009974 36 True True 2020tan 17.435829166666664 0.34025833333333333 SNIIn 0.079 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 17.435829166666664 0.34025833333333333 TNS 2020tan ZTF20abyxjvm 2020tan SNIIn 0.079 -0.14711175670970889 0.19604836324220543 -0.06975175702969239 0.013043760932685444 0.19604836324220543 0.404217684807616 23.24804575967314 23.24804575967314 45.5942343404266 45.5942343404266 59120.316145800054 59104.39671299979 18.729873982363074 18.729873982363074 18.772020374185278 0.8857446508622755 1.0900276652183563 0.6749916874463067 17.435724263934198 0.340102926805943 0.0010325192113259662 18.3060907903564 18.77805445117712 18.499408542422053 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.0900276652183563 0.6749916874463067 17.435724263934198 0.340102926805943 0.0010325192113259662 18.3060907903564 18.77805445117712 18.499408542422053 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 15.919432800263166 0.6749916874463067 1.0900276652183563 0.2786459087550668 0.6192427118912538 0.048180468814045696 -0.2726118317632249 False 0.079 Inputed -18.990123789026217 -19.03227018084842 """""" """""" """"""
-0.12576744325654837 0.3901455172040533 -11.707605648860754 18.760947989982498 4520.3666929143865 201.9120592316258 23 12 12 31.89300929987803 104 True True 2020mbw 261.1581249999999 8.228047222222223 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 261.1581249999999 8.228047222222223 TNS 2020mbw ZTF20abefyha 2020mbw SNIa 0.06 0.32227898522030074 0.6924449111101403 0.4081193154720246 0.49831243584003815 0.6924449111101403 0.9061378956590964 11.609825689027657 11.609825689027657 20.283183610850372 20.283183610850372 59025.192893499974 59009.35939810006 18.48436149372685 18.743892275515858 18.48436149372685 1.0374861884431843 4.614225010941067 2.398884777329817 261.15745181692 8.228035487029086 0.0010553475883046115 14.57136421346426 15.735061559758186 15.039792595386505 0.985 """""" """""" """""" """""" 0 False True all False False 0 4.614225010941067 2.398884777329817 261.15745181692 8.228035487029086 0.0010553475883046115 14.57136421346426 15.735061559758186 15.039792595386505 0.985 False False 0.3 0.7 1.5 0.02 8 3 15.833495399914682 2.398884777329817 4.614225010941067 0.6952689643716816 0.519888989297591 -3.0088307157576715 -3.4445688983403464 False 0.06 Inputed -18.67113948747095 -18.411608705681942 """""" """""" """"""
-0.21787975288118158 0.2378148483411459 -4.306830993700461 18.974819757462427 5600.114970604668 117.81173604273873 35 21 21 50.91298609972 44 True True 2020jdq 209.67670416666664 43.126419444444444 SNIa 0.07207 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 209.67670416666664 43.126419444444444 TNS 2020jdq ZTF20aaxicpu 2020jdq SNIa 0.07207 -0.03132304490169702 0.5073868532921466 0.08615272903750792 0.21459599263478069 0.5073868532921466 0.853603070058206 11.32293302724629 11.32293302724629 39.590053072473715 39.590053072473715 58977.34481480019 58968.30704860017 18.38994012030247 18.38994012030247 18.615450711103257 1.4097508935459295 1.536860325173622 7.621746512343416 209.675979241324 43.124369470835745 0.0016856883054268135 15.579303417270182 16.74467805659056 15.947106258750559 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.536860325173622 7.621746512343416 209.675979241324 43.124369470835745 0.0016856883054268135 15.579303417270182 16.74467805659056 15.947106258750559 0.975 False False 0.3 0.7 1.5 0.02 8 3 9.037766200024635 7.621746512343416 1.536860325173622 0.7975717978399999 4.95929681279421 -1.645262063711911 -2.6683444523526987 False 0.07207 Inputed -18.94400296703854 -19.169513557839327 """""" """""" """"""
-0.19035287338642326 0.15369995679732268 -12.6852004781866 18.76449147422406 5410.705198979521 87.75673573932511 53 29 29 42.99736109981313 40 True True 2021esh 112.33398749999998 43.574130555555556 SNIa 0.067158 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 112.33398749999998 43.574130555555556 TNS 2021esh ZTF21aanyfqu 2021esh SNIa 0.067158 0.17194936731795352 1.05878913772262 0.35769119738157684 0.5659842307659808 1.05878913772262 1.6700845244841673 11.193885671145262 11.193885671145262 31.803475428667873 31.803475428667873 59290.24457179988 59276.203807900194 18.304139218638838 18.368187559102875 18.304139218638838 1.3284067306960288 2.8966221233241867 3.5622444978852683 112.3351302508515 43.5746725115246 0.0010191189179779014 15.414855754663943 16.419908243570326 15.767658987762928 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.8966221233241867 3.5622444978852683 112.3351302508515 43.5746725115246 0.0010191189179779014 15.414855754663943 16.419908243570326 15.767658987762928 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 14.040763899683952 3.5622444978852683 2.8966221233241867 0.6522492558073978 1.2297926157510695 -1.9482793155325488 -2.5364802308759096 False 0.067158 Inputed -19.099636490221034 -19.035588149756997 """""" """""" """"""
-0.17584380813415595 0.29717188101678815 2.4295463548805474 18.021665546798765 5727.082251552887 145.0486048433596 33 9 9 36.96996519993991 489 True True 2020sic 236.9379583333333 28.640338888888888 SNII 0.03324 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 236.9379583333333 28.640338888888888 TNS 2020sic ZTF20abxyjtx 2020sic SNII 0.03324 -0.12744292643248656 0.26321152321708396 -0.04025927591368372 0.053659780455070916 0.26321152321708396 0.5043962174622507 11.36325110094393 11.36325110094393 25.606714098995976 25.606714098995976 59095.18673609989 59093.1537269 18.205017516412873 18.205017516412873 18.461898062652327 2.3548953360704195 4.702341435575989 12.239421521117508 236.941506100729 28.6417041771846 0.0008371158293946079 12.998519724499584 13.998538777399062 14.509444330472945 0.9222222222222223 """""" """""" """""" """""" 7 False True all False False 0 0.7 5.165675047493298 236.93768104424 28.6417530111903 0.41772894734361843 24.301803607422112 21.375999482824803 24.72205422230482 0.0 False False 0.3 0.7 1.5 0.02 8 3 2.0330091998912394 12.239421521117508 4.702341435575989 -0.5109055530738829 2.6028355636872855 -4.206478739013811 -3.9524537321793822 False 0.03324 Inputed -17.39733424860178 -17.654214794841234 """""" """""" """"""
-0.161103408512345 0.25902345947607003 -9.207336781269621 15.082050979930383 3599.511921584175 349.0558204313894 159 108 108 68.89981480035931 85 True True 2019yvq 186.84104166666663 64.79995 SNIa 0.009 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 186.84104166666663 64.79995 TNS 2019yvq ZTF19adcecwu 2019yvq SNIa 0.009 0.6885070520722536 0.9371496817955709 0.748123263023464 0.8094098401951282 0.9371496817955709 1.072048966184358 17.040449304031263 17.040449304031263 51.859365496328046 51.859365496328046 58864.33186340006 58846.468981499784 14.592483573963312 14.768210732040771 14.592483573963312 79.24985126603158 8.41048052531677 11.111854649522583 186.8348193698015 64.8015338953317 0.0008391533390460504 12.298879953513742 13.131092265176774 12.646193800947666 0.9888888888888889 """""" """""" """""" """""" 0 False True all False False 0 8.41048052531677 11.111854649522583 186.8348193698015 64.8015338953317 0.0008391533390460504 12.298879953513742 13.131092265176774 12.646193800947666 0.9888888888888889 False False 0.3 0.7 1.5 0.02 8 3 17.86288190027699 11.111854649522583 8.41048052531677 0.4848984642291079 1.321191413032143 -1.6371184668639973 -1.9462897730156463 False 0.009 Inputed -18.41632640516597 -18.240599247088515 """""" """""" """"""
-0.12462865169916433 0.35484526746342643 -6.735019750870314 18.993609371387077 5935.947622641383 64.66665425311268 31 16 16 36.89119210001081 48 True True 2019lno 335.71548874999 17.381767611111 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 335.71548874999 17.381767611111 TNS 2019lno ZTF19abhiayh 2019lno SNIa 0.09 -0.01889370916816091 1.1312772019196906 0.20550279861716803 0.4686112735586647 1.1312772019196906 2.0180880581734613 11.537836548684265 11.537836548684265 25.353355551326548 25.353355551326548 58691.44320600014 58681.483634300064 18.646761076763685 18.646761076763685 18.746788125242496 1.844817803255866 2.3274725000490215 4.239707781157331 335.7147417222655 17.380830211063 0.0008024370227044386 15.303004696532488 16.36202819537401 15.692466082429885 0.9400000000000001 """""" """""" """""" """""" 1 False True all False False 0 0.34986906513854577 3.7987815188967966 335.71556617204453 17.380714983996853 0.0015847919800008325 17.48520199354887 20.212817659893037 18.897169547052382 0.2357142857142857 False False 0.3 0.7 1.5 0.02 8 3 9.959571700077504 4.239707781157331 2.3274725000490215 0.6695621129441243 1.8215930719130016 -2.284732881389676 -3.054322042812611 False 0.09 Inputed -19.30359651993674 -19.40362356841555 """""" """""" """"""
-0.00862639493928499 0.3374867380723723 -14.561670306576431 15.981646914512213 4014.3151556433286 259.806665353352 20 14 14 69.91655089985579 72 True False 2020fsb 234.76587499999997 -25.974538888888887 SNII 0.007515 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 234.76587499999997 -25.974538888888887 TNS 2020fsb ZTF20aaunfpj 2020fsb SNII 0.007515 0.5317056573071834 0.8471666048079314 0.6062012105645707 0.6835507519875748 0.8471666048079314 1.0232977757944184 111.35756614007036 111.35756614007036 -41.44101524021457 -41.44101524021457 58941.41781250015 58941.41781250015 15.924075943832497 16.624668314517486 15.924075943832497 2.79728958554349 9.96972116323215 4.960620141703464 234.76470155 -25.9754254 0.0012629565662996 12.787077374649048 13.152380658912659 12.975938345718383 1.0 """""" """""" """""" """""" 0 False True all False False 0 9.96972116323215 4.960620141703464 234.76470155 -25.9754254 0.0012629565662996 12.787077374649048 13.152380658912659 12.975938345718383 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 4.960620141703464 9.96972116323215 0.1764423131942756 0.49756859399418224 -3.472287655604827 -2.948137598114114 False 0.007515 Inputed -16.692323786747554 -15.991731416062567 """""" """""" """"""
-0.13999538372345705 0.35097420363177684 -0.6160885012420854 17.723478672941493 6043.208229112482 168.62491470615498 12 6 6 11.99540500016883 34 True True 2020jfn 138.76949166666665 10.258722222222222 SNIa 0.0567 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 138.76949166666665 10.258722222222222 TNS 2020jfn ZTF20aayngca 2020jfn SNIa 0.0567 -0.16727876383750484 0.15022943629469054 -0.09535927618898654 -0.018624063436984528 0.15022943629469054 0.34122860508052355 12.854283483285112 12.854283483285112 -0.8588784831162828 -0.8588784831162828 58981.1558681 58975.16461810004 17.484465898947025 17.484465898947025 17.50746107466498 2.012982407079662 1.131681597812842 0.5350011067520102 138.769348969434 10.2587708915025 0.00041692937460735546 17.0624626574409 18.037180629119874 17.368792753195763 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.131681597812842 0.5350011067520102 138.769348969434 10.2587708915025 0.00041692937460735546 17.0624626574409 18.037180629119874 17.368792753195763 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 5.991249999962747 0.5350011067520102 1.131681597812842 0.6683878759241111 0.47274879063685976 0.5527147301728483 -0.13866832146921837 False 0.0567 Inputed -19.52354437866841 -19.546539554386367 """""" """""" """"""
-0.2431073147647178 0.1552697785347082 -10.588621590364063 18.02354483455174 4054.5396667749264 229.77564138841672 38 26 26 61.91636579995975 31 True False 2021bwq 172.07114166666665 -12.888227777777777 SNIc 0.022015 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 172.07114166666665 -12.888227777777777 TNS 2021bwq ZTF21aahdqrg 2021bwq SNIc 0.022015 0.4942144316711925 0.847577124810325 0.577018536561063 0.6634291313057474 0.847577124810325 1.0477297770769383 9.053256890457806 9.053256890457806 52.86310890950194 52.86310890950194 59262.3365162001 59250.3562384001 17.42896334106422 17.848532649010295 17.42896334106422 4.69772844494828 4.588102627853494 6.033738173072875 172.06968471 -12.88911772 0.0009500854243530421 14.06112128431797 19.663030070900916 23.27 1.0 """""" """""" """""" """""" 1 False True all False False 0 1.4108798189606842 5.836163317454074 172.06955591 -12.88871628 0.009734287655116858 18.51672101609707 15.23492947485447 20.978179439616202 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.980277800001204 6.033738173072875 4.588102627853494 -3.6069699290990833 1.3150835241660037 1.8144974218906214 5.841036658935778 False 0.022015 Inputed -17.529483141949207 -17.109913834003134 """""" """""" """"""
-0.1719971862315769 0.24019411582002612 -6.753577621114932 18.672609054397554 5660.964674678937 90.56145811863499 48 25 25 46.91828699968755 52 True True 2020zci 118.57304166666665 40.122261111111115 SNIa 0.06877 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 118.57304166666665 40.122261111111115 TNS 2020zci ZTF20acpgzif 2020zci SNIa 0.06877 0.00518531399231037 0.7660051676315831 0.16464091960656546 0.3434298823840649 0.7660051676315831 1.288823227542263 8.543339635264891 8.543339635264891 38.37494736442266 38.37494736442266 59170.44759259978 59163.44329860015 18.224114565768005 18.224114565768005 18.318688472867706 1.4137875793274775 1.2848375057865316 11.3843708637276 118.570424396206 40.1247095880274 0.0018334115568513498 14.766782740325928 15.878286125769614 15.100562881100178 0.96 """""" """""" """""" """""" 2 False True all False False 0 1.1897450170170085 8.780651832926095 118.5732393287025 40.1198267290184 0.09346596974806753 20.659202911721465 23.046449509396552 21.284322625119685 0.45000000000000007 False False 0.3 0.7 1.5 0.02 8 3 7.004293999634683 11.3843708637276 1.2848375057865316 0.7777232446694367 8.860553036828183 -2.3458284399983906 -3.218125591767528 False 0.06877 Inputed -19.137382549998087 -19.231956457097787 """""" """""" """"""
-0.12400358706968789 0.5594485793567336 -3.075031847565577 18.214721525969814 5806.651137385839 138.46095504891264 36 20 20 28.02819440001622 50 True False 2021buy 30.77579166666666 39.77028055555555 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 30.77579166666666 39.77028055555555 TNS 2021buy ZTF21aaglgcb 2021buy SNIa 0.07 -0.09638244651795702 0.3268563377787892 -0.0023519748677927055 0.0992374551056514 0.3268563377787892 0.5902278844542934 13.592876645369982 13.592876645369982 14.435317754646237 14.435317754646237 59260.137777800206 59248.15363429999 17.993827176993683 17.993827176993683 18.03056096759101 0.42582103106099 0.9841732696593135 3.9532001918567494 30.77676362 39.77108539 0.018709275063907294 20.392873505830764 22.147333675670623 20.534747021651267 0.9833333333333334 """""" """""" """""" """""" 0 False True all False False 0 0.9841732696593135 3.9532001918567494 30.77676362 39.77108539 0.018709275063907294 20.392873505830764 22.147333675670623 20.534747021651267 0.9833333333333334 False False 0.3 0.7 1.5 0.02 8 3 11.984143500216305 3.9532001918567494 0.9841732696593135 1.6125866540193563 4.016772568132448 4.15350649867694 2.5041860540602556 False 0.07 Inputed -19.464604983999784 -19.501338774597112 """""" """""" """"""
-0.15665910062764715 0.36939379047862786 -8.760244608549655 18.6149684157851 3481.389923188317 228.34354027690193 17 15 15 38.93807870009914 93 True True 2021ncn 339.13719583333335 25.76127222222222 SNIc-BL 0.024617 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 339.13719583333335 25.76127222222222 TNS 2021ncn ZTF21abchjer 2021ncn SNIc-BL 0.024617 0.783652590296608 1.192425984641723 0.8795511594631051 0.9795468686493685 1.192425984641723 1.4235458830214505 5.556692580370513 5.556692580370513 33.381386119728624 33.381386119728624 59365.42506940011 59357.46519679995 18.23042812735551 18.98768537371526 18.23042812735551 1.2483908794549778 3.3693450737867208 6.787090161913103 339.1370142833125 25.76315042158815 0.00046407701535811086 13.481728436822891 13.720880372302531 13.723979916563035 0.9850000000000001 """""" """""" """""" """""" 3 False True all False False 0 0.7 1.2950898563714526 339.136810811045 25.7611764191581 0.05352171929261229 24.009774718444348 20.383679506373404 20.89318430732727 0.125 False False 0.3 0.7 1.5 0.02 8 3 7.959872600156814 6.787090161913103 3.3693450737867208 -0.0030995442605039614 2.0143648137189065 -5.2668050014127274 -4.506448210792474 False 0.024617 Inputed -16.972023537650156 -16.214766291290406 """""" """""" """"""
-0.01267095833337719 0.384530812112556 -19.700706248046586 19.289273188385472 6259.647745762226 199.5292406729388 21 17 17 39.90160880004987 44 True False 2021uvx 327.9813708333333 -21.664675 SNIa 0.122 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 327.9813708333333 -21.664675 TNS 2021uvx ZTF21abpviss 2021uvx SNIa 0.122 -0.09461964847677962 0.18571039874831285 -0.030052792791593674 0.03809506254873796 0.18571039874831285 0.3494230925561119 79.66936162958856 79.66936162958856 -39.76775282953869 -39.76775282953869 59426.355486100074 59402.41233799979 19.01727073015786 19.01727073015786 19.08563629937538 0.967642731792659 1.9194300792011918 0.7375020679569921 327.98115047 -21.66468015 0.0004619215739867233 15.83061656974554 17.052237052345276 16.168014040386677 0.95 """""" """""" """""" """""" 0 False True all False False 0 1.9194300792011918 0.7375020679569921 327.98115047 -21.66468015 0.0004619215739867233 15.83061656974554 17.052237052345276 16.168014040386677 0.95 False False 0.3 0.7 1.5 0.02 8 3 23.943148100282997 0.7375020679569921 1.9194300792011918 0.8842230119585999 0.3842297127405224 -1.9650336778125848 -2.917622258988704 False 0.122 Inputed -19.63955466750254 -19.70792023672006 """""" """""" """"""
-0.1389135319784265 0.38447855613564386 -6.269918614097154 17.903208650681037 4924.843781494008 230.1054578175314 20 20 20 42.96194439986721 33 True False 2020tor 66.70020833333334 -19.86848888888889 SNII 0.03331 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 66.70020833333334 -19.86848888888889 TNS 2020tor ZTF20acfvqdz 2020tor SNII 0.03331 0.13670151054827784 0.42215934452979553 0.20338528923141652 0.27312017964547763 0.42215934452979553 0.5846901070280595 0.611104773305402 0.611104773305402 42.35083962656181 42.35083962656181 59124.38554400019 59124.38554400019 17.756044298485854 17.759392520881477 17.756044298485854 1.5430114211176449 4.36804392164642 5.831999117017742 66.70029686 -19.86687103 0.0011731436751458713 14.456019771897793 15.415994899845124 14.79907140185833 0.99 """""" """""" """""" """""" 0 False True all False False 0 4.36804392164642 5.831999117017742 66.70029686 -19.86687103 0.0011731436751458713 14.456019771897793 15.415994899845124 14.79907140185833 0.99 False False 0.3 0.7 1.5 0.02 8 3 0.0 5.831999117017742 4.36804392164642 0.6169234979867948 1.3351512076415941 -2.3433976210363525 -2.9569728966275246 False 0.03331 Inputed -18.10779345503673 -18.10444523264111 """""" """""" """"""
-0.18186303734192702 0.28021651083880056 -8.257397232561907 17.71713549316935 3122.0225134775596 338.55449128537873 73 41 41 68.01189810037613 29 True True 2019wzj 40.997875 32.528331 SNIc 0.02 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 40.997875 32.528331 TNS 2019wzj ZTF19acyogrm 2019wzj SNIc 0.02 0.9968330519325548 1.290252229095774 1.067154641592733 1.139465803594021 1.290252229095774 1.4495963258726121 13.772960049992555 13.772960049992555 54.238938050383574 54.238938050383574 58846.13375000004 58831.09872689983 17.269317486807818 18.28016305663425 17.269317486807818 3.647328133392362 8.459340568285127 11.028057038617122 41.001318108204245 32.529309237358746 0.004647595159061324 14.549419098696708 15.514593720636368 14.83951901386261 0.99 """""" """""" """""" """""" 2 False True all False False 0 4.9950948388979075 5.379026374246448 40.9981129612206 32.529811643002546 0.03662774757015852 18.805338099164963 21.657167317295073 21.207507792692184 0.2 False False 0.3 0.7 1.5 0.02 8 3 15.035023100208491 11.028057038617122 8.459340568285127 0.6750747067737581 1.3036544574127158 -2.765569335997883 -2.4297984729452082 False 0.02 Inputed -17.479577281678274 -16.46873171185184 """""" """""" """"""
-0.22616195769103603 0.16683358275964905 -9.912605935207587 16.938314859441554 4864.119688946534 162.01170866933091 62 48 48 74.91324079968035 214 True False 2020sjo 66.59145833333334 -10.098811111111111 SNIa 0.031141 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 66.59145833333334 -10.098811111111111 TNS 2020sjo ZTF20abydkrl 2020sjo SNIa 0.031141 0.20791892118485222 0.6490963487241039 0.30819374763987994 0.4149359156086696 0.6490963487241039 0.9131420367790071 14.043659048214007 14.043659048214007 60.86958175146634 60.86958175146634 59108.50393520016 59092.465706000105 16.41746831677265 16.41746831677265 16.495681124571387 10.007446853931897 8.762041790387077 3.4706378875912103 66.59117319 -10.0997334 0.0007767667926767974 12.51533176355362 19.507889349007606 23.27 0.7666666666666666 """""" """""" """""" """""" 4 False True all False False 0 0.8915396408235012 1.5170155967696823 66.59175988 -10.09851205 0.003797478223747097 19.954740301918985 17.46400501012802 23.27 0.5 False False 0.3 0.7 1.5 0.02 8 3 16.038229200057685 3.4706378875912103 8.762041790387077 -3.762110650992394 0.39609921644049695 3.090421032234957 6.774318875428612 False 0.031141 Inputed -19.220785782035563 -19.2989985898343 """""" """""" """"""
-0.13267298555593995 0.19078113899423554 -13.73225751442517 18.819187172708535 5518.454477248825 75.75311451527978 50 36 36 55.04586810013279 52 True True 2019ywb 2.2152708333333333 22.63412222222222 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 2.2152708333333333 22.63412222222222 TNS 2019ywb ZTF19adbmewx 2019ywb SNIa 0.09 0.19831729552319644 1.2827877853306937 0.41929236669789915 0.6713681249327124 1.2827877853306937 2.065398787855031 20.82037272450131 20.82037272450131 34.22549537563148 34.22549537563148 58859.15393520007 58837.087858799845 18.333234665420466 18.342604306089402 18.333234665420466 0.9559908085582837 0.7060638157569576 7.795036820480016 2.216267168829885 22.6321619166569 0.10815233719516082 21.225979263637065 23.189027166929247 21.644402920241355 0.18571428571428572 """""" """""" """""" """""" 0 False True all False False 0 0.7060638157569576 7.795036820480016 2.216267168829885 22.6321619166569 0.10815233719516082 21.225979263637065 23.189027166929247 21.644402920241355 0.18571428571428572 False False 0.3 0.7 1.5 0.02 8 3 22.06607640022412 0.0 0.0 0.0 0.0 5.297395693910598 4.936765334579533 True 0.09 Inputed -19.71714997975877 -19.707780339089833 """""" """""" """"""
-0.21580427954455267 0.19373569086887255 -8.712943524132282 17.13669877495146 4168.819264880531 270.7689609396832 134 103 103 72.95809029974043 62 True False 2019wyq 119.44003749999999 56.412933333333335 SNIa 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 119.44003749999999 56.412933333333335 TNS 2019wyq ZTF19acyqwlm 2019wyq SNIa 0.03 0.4181472423504822 0.702288299242209 0.4853571341665983 0.5550682305970973 0.702288299242209 0.8604234224520191 12.059227744561925 12.059227744561925 60.89886255517851 60.89886255517851 58846.476967600174 58833.31011570012 16.661581245597745 16.829622724207574 16.661581245597745 9.396440410671817 2.5228455578832722 0.23262957853863425 119.44003644 56.41299795 0.0008825620448952298 16.008343109190463 17.10153845229149 16.41743789936304 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.5228455578832722 0.23262957853863425 119.44003644 56.41299795 0.0008825620448952298 16.008343109190463 17.10153845229149 16.41743789936304 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.16685190005228 0.23262957853863425 2.5228455578832722 0.6841005529284487 0.09220920314036822 0.27191572808391484 -0.24414334623470424 False 0.03 Inputed -18.973216208027583 -18.805174729417754 """""" """""" """"""
-0.14658881673331037 0.31353712004830825 -6.6648132068721875 18.601381782949076 4780.656823377208 206.02107874007916 31 9 9 15.938530100043863 67 True True 2021pka 226.71272499999998 23.331083333333332 SNIa 0.074052 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 226.71272499999998 23.331083333333332 TNS 2021pka ZTF21abfjrjy 2021pka SNIa 0.074052 0.18988555121013917 0.523643276918861 0.2672885019117821 0.3486156319116347 0.523643276918861 0.7162380153508465 7.346050235693428 7.346050235693428 8.592479864350434 8.592479864350434 59381.37501160009 59375.27633100003 18.177430188098356 18.48949247322642 18.177430188098356 3.0096415987140963 1.2476226468686205 0.7727896347802211 226.712615194249 23.33089382233205 0.00015741432638194386 15.474709083752632 16.66973097342491 15.864075830347538 0.9399999999999998 """""" """""" """""" """""" 0 False True all False False 0 1.2476226468686205 0.7727896347802211 226.712615194249 23.33089382233205 0.00015741432638194386 15.474709083752632 16.66973097342491 15.864075830347538 0.9399999999999998 False False 0.3 0.7 1.5 0.02 8 3 6.098680600058287 0.7727896347802211 1.2476226468686205 0.8056551430773737 0.6194097523957489 -1.8197614998015084 -2.3133543577508178 False 0.074052 Inputed -19.441892513442966 -19.1298302283149 """""" """""" """"""
-0.09274435288230133 0.36072803650158913 -10.237186414960046 19.065522569070644 4158.174533196008 227.76603369787932 18 8 8 21.97124999994412 52 True True 2019nwx 238.58538249999 21.458681249999 SNIa 0.05438 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 238.58538249999 21.458681249999 TNS 2019nwx ZTF19abpyjqx 2019nwx SNIa 0.05438 0.4457357815787333 0.7934425156886356 0.5271404082429179 0.6121417584451976 0.7934425156886356 0.9907109621257213 13.681334138240343 13.681334138240343 8.289915861703777 8.289915861703777 58724.1656944002 58711.241169000044 18.812174857464584 19.240194676282833 18.812174857464584 2.293166281897063 3.820817865095169 5.7764621976000665 238.58508357556798 21.46026152138235 0.002537960686514462 15.715008908368349 16.42516065603018 16.004460726525785 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.820817865095169 5.7764621976000665 238.58508357556798 21.46026152138235 0.002537960686514462 15.715008908368349 16.42516065603018 16.004460726525785 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.924525400158018 5.7764621976000665 3.820817865095169 0.4206999295043943 1.5118391929567117 -2.8150340202526536 -2.8077141309387983 False 0.05438 Inputed -18.12693990205776 -17.69892008323951 """""" """""" """"""
-0.12676695523815462 0.18083622983981013 -16.960221716036617 17.54486937508741 3989.137202815271 310.6259030028589 38 28 28 69.96615740004927 36 True True 2019bao 157.32716708333 6.122731 SNIIb 0.01188 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 157.32716708333 6.122731 TNS 2019bao ZTF19aaknate 2019bao SNIIb 0.01188 0.5409266037248841 0.802740635147952 0.6033372256046583 0.667742052799813 0.802740635147952 0.9463518990025079 17.495179180524893 17.495179180524893 52.470978219524376 52.470978219524376 58559.212754600216 58538.24796300009 17.004384141713434 17.43759965232375 17.004384141713434 4.0804389806036925 0.7 2.077293248902555 157.32765958 6.12303623 0.01003053612248972 21.058991645503045 21.684624431705476 17.059542242503166 0.9 """""" """""" """""" """""" 0 False True all False False 0 0.7 2.077293248902555 157.32765958 6.12303623 0.01003053612248972 21.058991645503045 21.684624431705476 17.059542242503166 0.9 False False 0.3 0.7 1.5 0.02 8 3 20.964791600126773 2.077293248902555 0.7 4.62508218920231 2.9675617841465076 4.247024779381725 0.0551581007897326 False 0.01188 Inputed -16.60892099792736 -16.175705487317042 """""" """""" """"""
-0.023646024659912605 0.36173772397389226 -24.346805304633303 18.304944485643208 4416.299108057658 255.82952299214196 25 20 20 68.89269680017605 46 True False 2019bcp 150.50483333333 -15.27318380555 SNII 0.031128 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 150.50483333333 -15.27318380555 TNS 2019bcp ZTF19aakrsuo 2019bcp SNII 0.031128 0.4276779486422235 0.7312922796107912 0.49926625872563335 0.573672752975785 0.7312922796107912 0.9012754435666608 22.61295741622345 22.61295741622345 46.2797393839526 46.2797393839526 58543.25401620008 58539.29665509984 18.128941280005918 18.494052898354727 18.128941280005918 0.942959971766884 4.392679410836345 31.06408059681782 150.50504459 -15.28181031 0.007823234480376584 14.002230949687958 15.145069898819923 14.445740087032318 0.97 """""" """""" """""" """""" 12 False True all False False 0 0.9696813779044989 3.2982109914312776 150.50507201 -15.27229704 0.016946461166743254 20.638920887351038 21.29878505027294 20.111843394088744 0.73 False False 0.3 0.7 1.5 0.02 8 3 3.957361100241542 31.06408059681782 4.392679410836345 0.6993298117876048 7.07178414163017 -3.3489829995348046 -3.6832011929736 False 0.031128 Inputed -17.586611968973365 -17.221500350624556 """""" """""" """"""
-0.16905647117728206 0.21591332795344764 -4.428657697537548 17.65183848427816 5625.956257382162 128.66194007175812 52 27 27 72.85523149976507 34 True True 2020dhj 223.37659166666663 17.28913888888889 SNIa 0.04417 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 223.37659166666663 17.28913888888889 TNS 2020dhj ZTF20aaqshoz 2020dhj SNIa 0.04417 -0.040202028609275686 0.44220590881478117 0.06618611595212087 0.18167131660815627 0.44220590881478117 0.7463096005426095 15.660102362341828 15.660102362341828 57.19512913742324 57.19512913742324 58914.48057870008 58903.459074100014 17.08248419845407 17.08248419845407 17.361065584083505 4.083719043932029 2.2360779498038035 9.219617205624608 223.37511546000502 17.291277125856098 0.003108063666969585 15.80469654645443 16.54991512030363 16.064142712821962 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.2360779498038035 9.219617205624608 223.37511546000502 17.291277125856098 0.003108063666969585 15.80469654645443 16.54991512030363 16.064142712821962 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.021504600066692 9.219617205624608 2.2360779498038035 0.4857724074816687 4.123119771577529 -0.5325690781504377 -1.2969228712615433 False 0.04417 Inputed -19.121253602535777 -19.399834988165214 """""" """""" """"""
-0.10675492419049543 0.3792581804201156 -8.724230116913617 18.629282892508023 5641.205663071709 136.21786920725893 18 17 17 29.98457180010155 67 True True 2021lzn 324.24661249999997 -1.5967944444444446 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 324.24661249999997 -1.5967944444444446 TNS 2021lzn ZTF21abbtgsa 2021lzn SNIa 0.09 -0.004351700943356462 0.4598047131909979 0.09881449477738613 0.21023921748716745 0.4598047131909979 0.7485260615955802 0.3576749881132031 0.3576749881132031 29.626896811988345 29.626896811988345 59349.43667820003 59349.43667820003 18.451025623311363 18.451025623311363 18.51165385285317 2.0289516325423995 1.1676448691189099 3.630037021590386 324.24744116543354 -1.5962194631682052 0.006860962882950239 19.12493537782669 19.878764898965358 19.232900340001585 0.9285714285714286 """""" """""" """""" """""" 0 False True all False False 0 1.1676448691189099 3.630037021590386 324.24744116543354 -1.5962194631682052 0.006860962882950239 19.12493537782669 19.878764898965358 19.232900340001585 0.9285714285714286 False False 0.3 0.7 1.5 0.02 8 3 0.0 3.630037021590386 1.1676448691189099 0.6458645589637726 3.108853657130842 1.4277392756539946 0.7212464871484165 False 0.09 Inputed -19.538730792326067 -19.599359021867873 """""" """""" """"""
-0.18751946640564635 0.1487737368650855 -21.38819598691412 17.509059829327853 4424.6553475359 197.6212591829148 50 32 32 70.90519669977948 70 True False 2021zo 86.777875 7.336011111111111 SNII 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 86.777875 7.336011111111111 TNS 2021zo ZTF21aacwleg 2021zo SNII 0.03 0.44785209800470227 0.8544574435529526 0.5420956870371079 0.6411465093705502 0.8544574435529526 1.0894628454602469 16.69918023662854 16.69918023662854 54.206016463150945 54.206016463150945 59251.213425899856 59223.28674770007 17.065950385954153 17.17154107039519 17.065950385954153 1.9466601094017661 1.5573578495852713 2.642156249976712 86.77859324 7.33583448 0.0055715492975494385 18.99548101348877 22.58570988330841 21.449303093528748 0.4166666666666667 """""" """""" """""" """""" 0 False True all False False 0 1.5573578495852713 2.642156249976712 86.77859324 7.33583448 0.0055715492975494385 18.99548101348877 22.58570988330841 21.449303093528748 0.4166666666666667 False False 0.3 0.7 1.5 0.02 8 3 27.926678199786693 2.642156249976712 1.5573578495852713 1.136406789779663 1.6965633497017565 5.414168812913221 4.383352707574595 False 0.03 Inputed -18.568847067671175 -18.46325638323014 """""" """""" """"""
-0.04978202454897007 0.35992011745592606 -10.821440125404031 19.018556955624096 5227.236097457164 252.16030769042052 93 46 46 73.85333329997957 52 True True 2021bwf 248.76229166666664 56.47731944444445 SNIIn 0.194 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 248.76229166666664 56.47731944444445 TNS 2021bwf ZTF21aahfjrr 2021bwf SNIIn 0.194 0.07230280289798685 0.3193587563615701 0.13031644329395675 0.1907795691354579 0.3193587563615701 0.45867268898843605 39.71267496388704 39.71267496388704 34.14065833609253 34.14065833609253 59278.49895829987 59248.491793999914 18.785371402031036 18.824145959958333 18.785371402031036 0.30479796186171465 1.2638800214672978 0.8000846431313621 248.762146367423 56.4771121908933 0.0021246812180873986 18.861812525675298 19.847277342626455 19.239406607390343 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.2638800214672978 0.8000846431313621 248.762146367423 56.4771121908933 0.0021246812180873986 18.861812525675298 19.847277342626455 19.239406607390343 0.99 False False 0.3 0.7 1.5 0.02 8 3 30.00716429995373 0.8000846431313621 1.2638800214672978 0.6078707352361121 0.6330384447429639 1.0231313826681223 0.4540352053593075 False 0.194 Inputed -20.974973367176908 -20.93619880924961 """""" """""" """"""
-0.22139530348972408 0.5343054538194815 -1.004358087994076 17.942339300074764 6407.291046155279 66.42432599457393 12 11 11 22.940231500193477 55 True True 2019wmc 183.46602458333 14.221007972222 SNIb 0.05016 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 183.46602458333 14.221007972222 TNS 2019wmc ZTF19acyjzeo 2019wmc SNIb 0.05016 -0.22104597263324877 0.7180439320282659 -0.03862446485432969 0.17596266951215966 0.7180439320282659 1.443598259839721 4.827172304053126 4.827172304053126 18.11305919614035 18.11305919614035 58833.56489579985 58830.564444399904 17.560060364296472 17.560060364296472 17.95024800899659 1.7709492356964884 5.198828015862631 7.195047773098989 183.4663750447075 14.22297751268935 0.0018281446802307366 14.552101690924168 15.563889398639201 14.910272287902831 1.0 """""" """""" """""" """""" 3 False True all False False 0 0.7 1.7048446459067266 183.465924102789 14.2205445290563 0.014749940176798315 21.904171147794724 21.698723628849983 21.801134943323135 0.13 False False 0.3 0.7 1.5 0.02 8 3 3.0004513999447227 7.195047773098989 5.198828015862631 0.65361711073637 1.3839749557295422 -1.9961709656572708 -3.0399757210937572 False 0.05016 Inputed -18.811310135042138 -19.201497779742255 """""" """""" """"""
-0.1548558364525896 0.2710069552607123 -5.935911641446138 18.877430613342668 5171.994169756433 216.3622785263507 65 30 30 49.97209500009194 40 True True 2020cxa 258.3203791666666 54.82769722222223 SNIa 0.075 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 258.3203791666666 54.82769722222223 TNS 2020cxa ZTF20aanvsds 2020cxa SNIa 0.075 0.06536448833176678 0.35584582368930384 0.13286642724487763 0.20369989912136077 0.35584582368930384 0.5228156791255749 13.48779499351485 13.48779499351485 36.48430000657709 36.48430000657709 58905.5297801001 58894.537210599985 18.44763368844729 18.44763368844729 18.470315714326194 0.48396859483378696 1.3641681880236889 2.834845697104762 258.31906238347 54.827485706315954 0.0009450933188734911 16.756012249390484 17.770785925351383 17.160236046780348 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.3641681880236889 2.834845697104762 258.31906238347 54.827485706315954 0.0009450933188734911 16.756012249390484 17.770785925351383 17.160236046780348 0.99 False False 0.3 0.7 1.5 0.02 8 3 10.992569500114769 2.834845697104762 1.3641681880236889 0.6105498785710353 2.0780763852965136 -0.6768477630959069 -1.3100796675458461 False 0.075 Inputed -19.17708570902727 -19.199767734906175 """""" """""" """"""
-0.017275318919462018 0.41720794652586846 -19.21158947238576 18.241822451276125 4605.0546255959 198.69669549711833 30 18 18 54.855682800058275 38 True True 2018jgy 46.7495 -6.753919 SNII 0.0286 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 46.7495 -6.753919 TNS 2018jgy ZTF18acrflch 2018jgy SNII 0.0286 0.3566764966244236 0.7409973131590846 0.4457204519783957 0.5393324528176926 0.7409973131590846 0.9632389502344729 39.37159228402428 39.37159228402428 15.484090516033994 15.484090516033994 58456.25314809987 58448.27224540012 18.100740290206893 18.290118287915856 18.100740290206893 1.3601393175434053 4.085042227456882 4.614409510486571 46.750089252221 -6.75505941485873 0.0015472692246456532 15.117535578942299 15.638326716322899 15.317068323259353 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 4.54569777615383 46.75074154 -6.75419157 0.028818252195248806 20.772801210594178 16.90392025976181 20.250236618089676 1.0 False False 0.3 0.7 1.5 0.02 8 3 7.980902699753642 4.614409510486571 4.085042227456882 0.3212583930635464 1.1295867346172437 -2.651791571592957 -2.7836719669475407 False 0.0286 Inputed -17.42952660514437 -17.240148607435408 """""" """""" """"""
-0.025211222771035748 0.41118703844296656 -17.437694865821378 17.861344748267406 4846.408008435484 193.19975006421666 54 15 15 65.8168633999303 78 True False 2020onv 349.19174999999996 -23.310311111111112 SNIa 0.095 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 349.19174999999996 -23.310311111111112 TNS 2020onv ZTF20abmlxrx 2020onv SNIa 0.095 0.26028914734429875 0.634775826275991 0.3467791049221809 0.43789664853170507 0.634775826275991 0.8525464550615744 34.79280694358067 34.79280694358067 31.024056456349626 31.024056456349626 59064.43479169998 59047.45474540023 17.734819255027453 17.923825170890858 17.734819255027453 0.4535437154021306 2.037799136448427 5.337855406941977 349.19308531 -23.31114458 0.005515614911545064 17.673232678842545 18.539281793284417 18.07051610274315 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.037799136448427 5.337855406941977 349.19308531 -23.31114458 0.005515614911545064 17.673232678842545 18.539281793284417 18.07051610274315 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.980046299751848 5.337855406941977 2.037799136448427 0.46876569054126804 2.6194217631503394 0.6154566223935589 0.3356968477156954 False 0.095 Inputed -20.435270478117808 -20.246264562254403 """""" """""" """"""
-0.041232606096632804 0.3646251003574389 -12.161387387162383 19.607174041895817 5946.453076567872 208.3467823357965 42 28 28 72.81675920030102 29 True True 2020cye 188.63914166666 20.352015888888 SNII 0.06381 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 188.63914166666 20.352015888888 TNS 2020cye ZTF20aaoxbju 2020cye SNII 0.06381 -0.08079368026662337 0.18956112301125572 -0.018292903987823905 0.04751509972199841 0.18956112301125572 0.34639832143066585 21.381496041937105 21.381496041937105 51.43526315836392 51.43526315836392 58904.45880790008 58895.38407409983 19.240151820926393 19.240151820926393 19.314234350705927 0.6407236476223857 0.9359085830863423 2.4479210737783013 188.639791930468 20.3517147713943 0.0004447555825115579 16.40683718732238 17.252612925171853 16.66924011512041 0.9850000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.9359085830863423 2.4479210737783013 188.639791930468 20.3517147713943 0.0004447555825115579 16.40683718732238 17.252612925171853 16.66924011512041 0.9850000000000001 False False 0.3 0.7 1.5 0.02 8 3 9.074733800254762 2.4479210737783013 0.9359085830863423 0.5833728100514435 2.6155557476626625 -1.9875388957545397 -2.644994235585518 False 0.06381 Inputed -17.97684744063763 -18.050929970417165 """""" """""" """"""
-0.12685186138869262 0.3147143280272269 -12.320795062060224 18.603521144500746 5388.7600941979545 124.75293124307039 61 33 33 43.84760419977829 37 True False 2018jef 71.379338749999 73.916540111111 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 71.379338749999 73.916540111111 TNS 2018jef ZTF18acrknyn 2018jef SNIa 0.07 0.1092022520626088 0.6670688933636484 0.23219793736138783 0.36572165552282243 0.6670688933636484 1.0192071926342763 14.630232423031899 14.630232423031899 29.21737177674639 29.21737177674639 58465.224074100144 58447.38674770016 18.23534712641176 18.23534712641176 18.30923466060962 1.4005062725548743 0.7693644551905618 1.0898022451427873 71.38033303 73.91666568 0.013263781977524203 22.17654644203186 21.94499982910156 22.07832510714531 0.325 """""" """""" """""" """""" 0 False True all False False 0 0.7693644551905618 1.0898022451427873 71.38033303 73.91666568 0.013263781977524203 22.17654644203186 21.94499982910156 22.07832510714531 0.325 False False 0.3 0.7 1.5 0.02 8 3 17.837326399981976 1.0898022451427873 0.7693644551905618 -0.13332527804374905 1.4164967432409612 3.7096527026898016 3.7690904465356923 False 0.07 Inputed -19.185931290981177 -19.259818825179035 """""" """""" """"""
-0.054687478465001875 0.47054781245744515 -22.95485873864882 19.74361430832469 5238.555419605214 185.3615192456186 86 36 36 58.89380780002102 72 True True 2020tzd 13.849912499999999 24.801266666666667 SNII 0.081 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 13.849912499999999 24.801266666666667 TNS 2020tzd ZTF20accrkpa 2020tzd SNII 0.081 0.18991717974635236 0.5650454458981748 0.276189296212614 0.3673293982485646 0.5650454458981748 0.7848356227520306 29.831014887882873 29.831014887882873 29.06279291213815 29.06279291213815 59153.325081000105 59114.32403940009 19.25025746293612 19.603744969669826 19.25025746293612 0.7115252845435669 2.928658895375268 4.987536204963969 13.8508111876827 24.802386436020548 0.002740009984021352 16.3931076807189 17.24462368187666 16.734916598806382 0.99 """""" """""" """""" """""" 0 False True all False False 0 2.928658895375268 4.987536204963969 13.8508111876827 24.802386436020548 0.002740009984021352 16.3931076807189 17.24462368187666 16.734916598806382 0.99 False False 0.3 0.7 1.5 0.02 8 3 39.001041600015014 4.987536204963969 2.928658895375268 0.5097070830702783 1.7030102798383024 -2.3591212877931653 -2.515340864129737 False 0.081 Inputed -18.5671258957132 -18.213638388979493 """""" """""" """"""
-0.14941466145806914 0.4518753099246685 -5.175877907984486 18.03141332142764 4206.608705058916 227.36715106310385 29 8 8 18.971307900268584 143 True False 2021rfs 332.91070833333333 46.307849999999995 SNIb 0.018446 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 332.91070833333333 46.307849999999995 TNS 2021rfs ZTF21abimeun 2021rfs SNIb 0.018446 0.38550704204406117 0.7225468155484442 0.4643691183330745 0.5467474104128129 0.7225468155484442 0.9139487479924071 10.113166975490586 10.113166975490586 8.858140924777999 8.858140924777999 59401.42677079979 59391.45413189987 17.79069062522014 18.36159845370228 17.79069062522014 2.0176165668935404 4.346357669354706 5.427425308687675 332.9118038 46.30915395 0.0006379333980017776 13.718850390338897 23.64 13.830536216545106 1.0 """""" """""" """""" """""" 3 False True all False False 0 1.3603423573105964 0.39767580895233967 332.91054876 46.3078428 0.0019242252327837939 18.63550440196991 14.462763442993165 13.92240612602234 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.972638899926096 5.427425308687675 4.346357669354706 9.809463783454895 1.2487295619859726 5.278401546297722 -3.9601544086750344 False 0.018446 Inputed -16.78170674149257 -16.210798913010432 """""" """""" """"""
-0.1138795003941626 0.330755640285949 -6.115021616116827 18.699149980745556 5820.068815742108 80.13713682840665 34 18 18 46.002002300228924 42 True True 2020jrk 171.83917916666664 43.25805833333333 SNIa 0.0759 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 171.83917916666664 43.25805833333333 TNS 2020jrk ZTF20aazgxgk 2020jrk SNIa 0.0759 -0.029702149300597114 0.8339683025657401 0.14697689209649312 0.34813050921753685 0.8339683025657401 1.4511997177649434 17.62800348215376 17.62800348215376 28.373998818075165 28.373998818075165 58994.22391200019 58980.1962036998 18.375968671086387 18.375968671086387 18.432176085260167 0.8826082007706734 1.943969592896241 2.3588213856404816 171.8387303149525 43.2586261974319 0.001094179864967848 16.56773741909206 17.19721272000313 16.87377243377626 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.943969592896241 2.3588213856404816 171.8387303149525 43.2586261974319 0.001094179864967848 16.56773741909206 17.19721272000313 16.87377243377626 0.99 False False 0.3 0.7 1.5 0.02 8 3 14.02770830038935 2.3588213856404816 1.943969592896241 0.3234402862268695 1.2134044659238572 -1.1787559510832573 -1.558403651483907 False 0.0759 Inputed -19.24156015018837 -19.29776756436215 """""" """""" """"""
-0.1397111462148159 0.34611422710524997 -7.683626290223876 18.356213929524124 5565.4717041324 82.60060198187959 30 16 16 27.92600700026378 67 True True 2019wno 351.4429416666666 32.874269444444444 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 351.4429416666666 32.874269444444444 TNS 2019wno ZTF19acykjad 2019wno SNIa 0.08 0.054381901954091205 0.9383486690005043 0.23684035634862965 0.4433767774291937 0.9383486690005043 1.5616814552652158 9.825019004019484 9.825019004019484 18.100987996244296 18.100987996244296 58838.12069439981 58828.206192099955 17.957027191581826 17.957027191581826 18.111079841869135 0.9342000890852691 0.9818323961606973 0.3070082408714768 351.4428999797525 32.87434720624685 0.00024014915953274318 16.749970347676275 17.749228737020495 17.067149614315035 0.9349999999999999 """""" """""" """""" """""" 0 False True all False False 0 0.9818323961606973 0.3070082408714768 351.4428999797525 32.87434720624685 0.00024014915953274318 16.749970347676275 17.749228737020495 17.067149614315035 0.9349999999999999 False False 0.3 0.7 1.5 0.02 8 3 9.914502299856395 0.3070082408714768 0.9818323961606973 0.6820791227054599 0.3126890516874211 -0.20779845456133117 -1.0439302275540996 False 0.08 Inputed -19.678854180202244 -19.832906830489552 """""" """""" """"""
-0.0821596752309531 0.33468413504593075 -7.358956474504887 18.035428316378386 5576.694165472226 92.9531733904999 41 27 27 66.92587959999219 33 True False 2020aeko 53.78524999999999 -8.591911111111111 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 53.78524999999999 -8.591911111111111 TNS 2020aeko ZTF20adadmsg 2020aeko SNIa 0.07 0.032137937580237974 0.7835749043891305 0.1904783899303908 0.3674067603662259 0.7835749043891305 1.2955047977651866 29.92429099486524 29.92429099486524 37.00158860512695 37.00158860512695 59224.18932869984 59200.22853010008 17.728280698944175 17.728280698944175 17.815638037796056 1.9557476652756574 3.2471161727289855 3.0854463436779747 53.7846474 -8.59129504 0.0016967249191576217 15.939730539202689 16.557968632173537 16.191279445028304 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.2471161727289855 3.0854463436779747 53.7846474 -8.59129504 0.0016967249191576217 15.939730539202689 16.557968632173537 16.191279445028304 1.0 False False 0.3 0.7 1.5 0.02 8 3 23.960798599757254 3.0854463436779747 3.2471161727289855 0.3666891871452336 0.9502112580976313 -1.170312066770638 -1.6243585927677522 False 0.07 Inputed -19.67952791379474 -19.76688525264662 """""" """""" """"""
-0.20779861639367037 0.17374761197455932 -6.7236713552739085 17.904079197313994 5696.079345351805 123.66868551359553 46 31 31 71.8714930000715 39 True True 2019buj 212.68119874999 54.614016444444 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 212.68119874999 54.614016444444 TNS 2019buj ZTF19aamhhae 2019buj SNIa 0.04 -0.0302376416404897 0.4789880198007985 0.08153032029802887 0.20322672535976594 0.4789880198007985 0.8026544721355755 12.684332867578437 12.684332867578437 59.187160132493055 59.187160132493055 58567.410439800005 58556.42478010012 17.350564109149197 17.350564109149197 17.40062682282586 5.457224037549043 1.6289096122902933 0.7669927253820203 212.680966229793 54.61385133358175 0.00398203007672171 19.076569325694443 19.463763995293974 19.222185658385754 0.985 """""" """""" """""" """""" 0 False True all False False 0 1.6289096122902933 0.7669927253820203 212.680966229793 54.61385133358175 0.00398203007672171 19.076569325694443 19.463763995293974 19.222185658385754 0.985 False False 0.3 0.7 1.5 0.02 8 3 10.985659699887037 0.7669927253820203 1.6289096122902933 0.24157833690821917 0.4708626676366694 2.113199886144777 1.8215588355598946 False 0.04 Inputed -18.864178064655558 -18.91424077833222 """""" """""" """"""
-0.23388270305278777 0.48689098653331114 -14.31788193632555 14.518808644603354 6787.772145673343 289.68108514728533 27 21 21 31.943900499958545 59 True False 2020hhg 261.09420833333326 42.668949999999995 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 261.09420833333326 42.668949999999995 TNS 2020hhg ZTF20aaurhdm 2020hhg CV 0.0 -0.2467333076050906 -0.08483283932505614 -0.2085657374603258 -0.16888928107379186 -0.08483283932505614 0.005794942324897079 -9.22357395969209 -9.22357395969209 41.167474459650634 41.167474459650634 58955.46895830007 58953.451898099855 14.938476504651604 14.938476504651604 15.100973132039243 270.17873303625447 0.7984830454387297 0.16767678463747246 261.09421616 42.66899622 0.008915198196609242 22.073639024329186 21.674142624497414 21.838181909269096 0.0 """""" """""" """""" """""" 0 False True all False False 0 0.7984830454387297 0.16767678463747246 261.09421616 42.66899622 0.008915198196609242 22.073639024329186 21.674142624497414 21.838181909269096 0.0 False False 0.3 0.7 1.5 0.02 8 3 2.0170602002181113 0.16767678463747246 0.7984830454387297 -0.1640392847716825 0.2099941703149649 6.73566611984581 6.737208777229853 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.1507902181617755 0.33453780837842173 -5.612777093263859 18.690399345965407 5751.443112462769 117.89919887837188 21 16 16 41.97572909994051 59 True True 2019bvq 149.57722583333 5.1945729722222 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 149.57722583333 5.1945729722222 TNS 2019bvq ZTF19aamgokq 2019bvq SNIa 0.08 -0.051794688472863726 0.47786806404162974 0.06365133439578585 0.18991666950688924 0.47786806404162974 0.8185114159900593 7.751595412785103 7.751595412785103 34.22413368715541 34.22413368715541 58562.313449100126 58556.21085650008 18.253963020281823 18.253963020281823 18.485333738219282 1.4867981826120749 8.147329164998032 40.666123600636425 149.5673036 5.20004655 0.0038077992683320794 12.248334951758384 15.726405624580384 23.27 0.5 """""" """""" """""" """""" 24 False True all False False 0 1.1699729496428715 0.7833213199689474 149.57730199264898 5.194776914345655 0.016770065996010164 21.779515682742595 21.244511851303578 21.223833869695664 0.675 False False 0.3 0.7 1.5 0.02 8 3 6.102592600043863 40.666123600636425 8.147329164998032 -7.543594375419616 4.991344129723307 -2.5275573957014394 4.784666261780718 False 0.08 Inputed -19.304600283852096 -19.535971001789555 """""" """""" """"""
-0.03688609489406759 0.40097583011585297 2.824481519153535 18.127977262642005 3684.7649623423576 220.5527365777095 50 21 21 74.946921300143 70 True True 2019rrr 155.64666708333 43.8489 SNII 0.018 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 155.64666708333 43.8489 TNS 2019rrr ZTF19acaqqxo 2019rrr SNII 0.018 0.5638863225046755 0.9467332716217669 0.6533966247278435 0.746941743996139 0.9467332716217669 1.1645238178751889 27.621699559370526 27.621699559370526 47.32522174077248 47.32522174077248 58758.527673599776 58758.50548609998 17.98418036177719 18.662652758689145 17.98418036177719 1.0661069398385508 5.883462003794475 5.951233388235671 155.64732391211152 43.8473161995577 0.0026400458886639555 14.925822140688599 15.561558244808912 15.144150938860179 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 5.614598287982951 155.648829487999 43.848878325941 0.07792299871882513 21.599724561365843 21.619443201361893 21.53190997467041 0.0375 False False 0.3 0.7 1.5 0.02 8 3 0.022187499795109034 5.951233388235671 5.883462003794475 0.41740730594873376 1.011518963562183 -3.1010945138802324 -2.840029422917013 False 0.018 Inputed -16.534821529488013 -15.85634913257606 """""" """""" """"""
-0.010610834801059085 0.15628234618654802 -10.15044224408614 19.114792941192583 3434.43343309591 264.73375935832985 75 49 49 74.8692592997104 26 True True 2021lmp 226.0734708333333 48.91963333333333 SNII 0.0267 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 226.0734708333333 48.91963333333333 TNS 2021lmp ZTF18aawgrxz 2021lmp SNII 0.0267 0.8129111159236082 1.1659140670055663 0.8964659745236503 0.9830874635366129 1.1659140670055663 1.3621934911730058 226.67802334800413 226.67802334800413 -151.80876404829374 -151.80876404829374 59402.23353009997 59340.32918980019 18.900366488425597 19.350194478469767 18.900366488425597 1.0904759389865468 1.591264751047366 1.0152599239833462 226.07384996370848 48.9197654934488 0.0006417013859235654 16.677021920066476 17.447916637597082 16.922553702658416 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.591264751047366 1.0152599239833462 226.07384996370848 48.9197654934488 0.0006417013859235654 16.677021920066476 17.447916637597082 16.922553702658416 1.0 False False 0.3 0.7 1.5 0.02 8 3 61.90434029977769 1.0152599239833462 1.591264751047366 0.5253629349386664 0.6380207462743738 -1.902277840872685 -1.9778127857671812 False 0.0267 Inputed -16.47959848038331 -16.02977049033914 """""" """""" """"""
-0.13483389000895418 0.4695787412177979 -2.8383559298840995 18.308230177121473 5513.85249087553 139.02870595156395 13 9 9 27.006967599969357 44 True False 2019giw 183.84511666666 -11.11790980555 SNIa 0.0687 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 183.84511666666 -11.11790980555 TNS 2019giw ZTF19aawgolt 2019giw SNIa 0.0687 -0.03213950579294078 0.41157876727246645 0.06665202369743994 0.17323625512027974 0.41157876727246645 0.6867388227671825 9.746497695604337 9.746497695604337 17.26046990436502 17.26046990436502 58642.167685199995 58635.1891319002 18.135074887478225 18.135074887478225 18.21052888565173 1.4068051559795434 2.0037050750635554 4.681090871487891 183.84405304 -11.11713421 0.004721756769173635 17.694690397071838 18.20014326751232 17.84847264895439 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.0037050750635554 4.681090871487891 183.84405304 -11.11713421 0.004721756769173635 17.694690397071838 18.20014326751232 17.84847264895439 1.0 False False 0.3 0.7 1.5 0.02 8 3 6.978553299792111 4.681090871487891 2.0037050750635554 0.3516706185579288 2.33621750513329 0.06506838003409499 -0.3620562366973381 False 0.0687 Inputed -19.243296507063906 -19.31875050523741 """""" """""" """"""
-0.18286618551388492 0.17557961609598458 -1.6705959902162362 18.778265405098914 5461.7073486318295 243.3470550350433 54 25 25 34.02547449991107 55 True False 2019igd 212.68385749999 -6.217408388888 SNII 0.0363 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 212.68385749999 -6.217408388888 TNS 2019igd ZTF19abanayw 2019igd SNII 0.0363 -0.0374770425232569 0.19878543036603702 0.017794953054242058 0.07554225085795707 0.19878543036603702 0.33291896287105516 11.8606536711759 11.8606536711759 22.16482082873517 22.16482082873517 58662.19065969996 58658.17271990003 18.237593915672093 18.237593915672093 18.305247147935596 2.794358630872658 1.8723129730904389 1.7478754649279578 212.68414488 -6.21780096 0.000648549105851659 16.131043885314465 16.58133813920021 16.269678543174265 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.8723129730904389 1.7478754649279578 212.68414488 -6.21780096 0.000648549105851659 16.131043885314465 16.58133813920021 16.269678543174265 1.0 False False 0.3 0.7 1.5 0.02 8 3 4.0179397999309 1.7478754649279578 1.8723129730904389 0.31165959602594384 0.9335380836692678 -1.656255776471884 -2.0355686047613304 False 0.0363 Inputed -17.746840115637095 -17.814493347900598 """""" """""" """"""
-0.08892256545853752 0.296564982512945 -12.87723032881484 18.377445518239295 6525.379068675092 75.19628443136578 47 31 31 43.95061339996755 32 True True 2020alf 191.79324999999997 29.57593888888889 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 191.79324999999997 29.57593888888889 TNS 2020alf ZTF20aaghnxd 2020alf SNIa 0.07 -0.05517869337719006 0.8634271816665411 0.13008483904892287 0.34290798759798946 0.8634271816665411 1.5348623216694186 7.833751029293772 7.833751029293772 36.11686237067378 36.11686237067378 58878.485046300106 58871.443136599846 17.861965841353 17.861965841353 18.029253878052362 3.588276226290171 1.2547702114500014 0.7690343545867432 191.7932053065185 29.5761489434254 0.00313331326194366 19.400289759328963 19.931597016543748 19.575417270513775 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.2547702114500014 0.7690343545867432 191.7932053065185 29.5761489434254 0.00313331326194366 19.400289759328963 19.931597016543748 19.575417270513775 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 7.041909700259566 0.7690343545867432 1.2547702114500014 0.35617974602997293 0.6128885971065999 2.0696311751907466 1.5461633924614127 False 0.07 Inputed -19.465912073538433 -19.633200110237794 """""" """""" """"""
-0.12490443486935804 0.2559004791139999 -4.538202891024344 17.921651032007155 4850.086229842358 50.80378707924015 93 37 37 26.838958299718797 59 True False 2019pfb 294.94709333333 59.367998611111 SNIb 0.03683 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 294.94709333333 59.367998611111 TNS 2019pfb ZTF19abvdgqo 2019pfb SNIb 0.03683 0.2575444316735265 2.1753152453020945 0.6111292532686043 1.0396769186584365 2.1753152453020945 3.796730849130448 16.348421528650736 16.348421528650736 10.490536771068061 10.490536771068061 58737.29171299981 58727.31716440013 17.681446874132654 17.87921026667308 17.681446874132654 0.6125074291068924 5.54034201437237 4.197035815643316 294.94529321 59.36727895 0.0012178423131697924 14.188116966867447 14.899898972415924 14.465375229692459 0.97 """""" """""" """""" """""" 0 False True all False False 0 5.54034201437237 4.197035815643316 294.94529321 59.36727895 0.0012178423131697924 14.188116966867447 14.899898972415924 14.465375229692459 0.97 False False 0.3 0.7 1.5 0.02 8 3 9.974548599682748 4.197035815643316 5.54034201437237 0.4345237427234654 0.7575409252272979 -2.9793112942571565 -3.216071644440195 False 0.03683 Inputed -18.402396393904016 -18.20463300136359 """""" """""" """"""
-0.0725327262333557 0.3542258560218152 -16.197507009849176 18.454830592694844 5369.576328077401 116.90480218789995 17 17 17 36.998020799830556 32 True False 2020mxn 328.5345 -20.7116 SNIa 0.076 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 328.5345 -20.7116 TNS 2020mxn ZTF20abgbfyk 2020mxn SNIa 0.076 0.1744621415497889 0.8030980088803901 0.312088553051165 0.46216031421882064 0.8030980088803901 1.2049502543173958 -1.7858892110791817 -1.7858892110791817 38.783910010909736 38.783910010909736 59018.460462999996 59018.357152800076 18.31785167569221 18.34504174780974 18.31785167569221 1.0314918925678545 0.7 0.22796457881220403 328.53445223 -20.71155513 0.004206432884071076 21.408447586512565 21.53589387792349 21.84775562952757 0.2 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.22796457881220403 328.53445223 -20.71155513 0.004206432884071076 21.408447586512565 21.53589387792349 21.84775562952757 0.2 False False 0.3 0.7 1.5 0.02 8 3 0.10331019992008805 0.22796457881220403 0.7 -0.3118617516040807 0.32566368401743434 3.190852130113747 3.5299039538353583 False 0.076 Inputed -19.358791608740486 -19.331601536622955 """""" """""" """"""
-0.10789368158386711 0.42533985539511576 -3.947087219690155 18.674078590686975 5420.8242885066875 86.49798987532455 85 48 48 40.98269680002704 38 True True 2021ae 81.91205 -6.147588888888889 SNIa 0.068 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 81.91205 -6.147588888888889 TNS 2021ae ZTF21aaaewsb 2021ae SNIa 0.068 0.024945954993938813 0.8420582490975761 0.19490431168718914 0.386377009797787 0.8420582490975761 1.4107881582231698 14.072002201344839 14.072002201344839 26.910694598682205 26.910694598682205 59226.353356500156 59216.25749999983 18.394236916670792 18.394236916670792 18.496998003465322 0.5163130750714564 1.4277141865050484 1.5403182566136402 81.91175510170206 -6.147900500587455 0.0016195174846206362 17.972884293076994 18.77104001434803 18.300659734652044 0.9899999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.4277141865050484 1.5403182566136402 81.91175510170206 -6.147900500587455 0.0016195174846206362 17.972884293076994 18.77104001434803 18.300659734652044 0.9899999999999999 False False 0.3 0.7 1.5 0.02 8 3 10.095856500323862 1.5403182566136402 1.4277141865050484 0.4703802796959877 1.0788701766592648 0.3768030976772394 -0.1963382688132782 False 0.068 Inputed -18.934245998503727 -19.037007085298256 """""" """""" """"""
-0.12641389318701804 0.3938862168572596 -5.1685786956637 18.309133332419677 5581.619340171331 112.31001366062603 21 14 14 28.025601900182664 42 True True 2019gec 146.76708291666 43.127231 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 146.76708291666 43.127231 TNS 2019gec ZTF19aavqoop 2019gec SNIa 0.07 -0.0143196154202343 0.5633300457464685 0.11087283481456112 0.24829248189761088 0.5633300457464685 0.9385310647877283 11.192284629916053 11.192284629916053 16.833317270266612 16.833317270266612 58643.172048599925 58634.18136569997 18.04585891835395 18.04585891835395 18.04865919323091 0.345426509557743 1.3729269064488339 1.146166730937442 146.7670677626865 43.1275491874893 0.0046089800050213015 19.579020279315113 20.381724273952244 19.845316330486536 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.3729269064488339 1.146166730937442 146.7670677626865 43.1275491874893 0.0046089800050213015 19.579020279315113 20.381724273952244 19.845316330486536 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 8.990682899951935 1.146166730937442 1.3729269064488339 0.5364079434657079 0.8348344879496009 2.335865355598294 1.7966571372556253 False 0.07 Inputed -19.446506758359885 -19.449307033236845 """""" """""" """"""
-0.12233915386627638 0.3486301567474065 -9.051813767138423 18.18935653600678 5226.658840474228 87.49926756822717 28 18 18 42.793194400146604 39 True False 2018jie 49.973838749999 20.509652305555 SNIa 0.061 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 49.973838749999 20.509652305555 TNS 2018jie ZTF18acrtykk 2018jie SNIa 0.061 0.1620062628116905 1.0464245295274601 0.3470967426741076 0.5547643708894832 1.0464245295274601 1.656778395684693 13.473973059153638 13.473973059153638 29.319221340992968 29.319221340992968 58464.25400459999 58450.34151619999 18.000305261843767 18.018022104264098 18.000305261843767 1.5474333928815562 1.1048250328855773 0.22964971009433144 49.97390683 20.50965416 0.00035638655220882054 16.976562349510193 17.90457216091156 17.302530747890472 0.8699999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.1048250328855773 0.22964971009433144 49.97390683 20.50965416 0.00035638655220882054 16.976562349510193 17.90457216091156 17.302530747890472 0.8699999999999999 False False 0.3 0.7 1.5 0.02 8 3 13.912488400004804 0.22964971009433144 1.1048250328855773 0.6020414130210874 0.20786070487064662 -0.11344994335253844 -0.6977745139532949 False 0.061 Inputed -19.191587333933043 -19.173870491512712 """""" """""" """"""
-0.14666138902464276 0.2348318060716491 -11.052709336616246 18.829965937062244 5899.894810149723 104.97311763571894 41 37 37 62.97781249973923 53 True True 2019kpo 23.105447916666 34.501517 SNIa 0.0862 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 23.105447916666 34.501517 TNS 2019kpo ZTF19abdkgns 2019kpo SNIa 0.0862 -0.009195737735968379 0.6195269207322838 0.12573778964647175 0.27477659244868846 0.6195269207322838 1.0347339825435853 13.870509761601081 13.870509761601081 49.107302738138145 49.107302738138145 58682.4912963002 58667.44719910016 18.240025504462892 18.240025504462892 18.42800991353185 2.3074459426477776 2.406556575752529 15.707269405375119 23.107427320623202 34.505563734836045 0.009335815680300175 16.013907476403713 17.36077755178213 16.514572273201942 1.0 """""" """""" """""" """""" 6 False True all False False 0 0.7 6.25161141212616 23.10508025 34.49980708 0.1653533415008155 22.386106201303004 23.288252554059028 22.388147196900846 0.35 False False 0.3 0.7 1.5 0.02 8 3 15.044097200036049 15.707269405375119 2.406556575752529 0.8462052785801895 6.526864800784276 -0.8792479526807604 -1.9134376403299065 False 0.0862 Inputed -19.526931095446837 -19.714915504515794 """""" """""" """"""
-0.1761395723064076 0.22647050498785087 -5.780340590242957 17.608593533371817 5936.383045286462 146.04162677067407 68 51 51 74.09967599995434 101 True False 2019lvi 336.19399999999 43.54965 SNIa 0.059 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 336.19399999999 43.54965 TNS 2019lvi ZTF19abimkwn 2019lvi SNIa 0.059 -0.10228040371081093 0.2937616732164443 -0.013767243100417659 0.08149538671768042 0.2937616732164443 0.5376790027809122 11.778169790133022 11.778169790133022 62.32150620982132 62.32150620982132 58699.433310199995 58690.30641200021 16.95570056476759 16.95570056476759 17.257416293657347 3.010048476240542 0.7251480221023947 0.8803911916383663 336.19368889 43.54955533 0.01191180006039827 22.31211642007828 22.251197937965394 22.2765381855011 0.13333333333333333 """""" """""" """""" """""" 0 False True all False False 0 0.7251480221023947 0.8803911916383663 336.19368889 43.54955533 0.01191180006039827 22.31211642007828 22.251197937965394 22.2765381855011 0.13333333333333333 False False 0.3 0.7 1.5 0.02 8 3 9.1268981997855 0.8803911916383663 0.7251480221023947 -0.02534024753570563 1.2140848003499767 5.295497373197804 5.019121891843753 False 0.059 Inputed -19.861088551455715 -20.162804280345473 """""" """""" """"""
-0.15192536996425027 0.2523445488345552 -7.381585653804633 19.239922758543727 5396.795690563587 212.70784983320053 53 32 32 47.98895839974284 48 True True 2021kdy 162.42277499999997 14.458227777777777 SNIa 0.11 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 162.42277499999997 14.458227777777777 TNS 2021kdy ZTF21aavbrwr 2021kdy SNIa 0.11 0.016009381965918834 0.3013796092502403 0.08219229611196965 0.15173194097680565 0.3013796092502403 0.46599210407416436 13.722053956903821 13.722053956903821 34.26690444283902 34.26690444283902 59329.2329051001 59317.19266200019 18.7874920476068 18.896686512856515 18.7874920476068 0.5393811035269084 1.4743228422572878 2.370228396655366 162.4229714403875 14.457597458093101 0.001260424875108579 17.238349226469992 18.25548881214857 17.61529229785204 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.4743228422572878 2.370228396655366 162.4229714403875 14.457597458093101 0.001260424875108579 17.238349226469992 18.25548881214857 17.61529229785204 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 12.040243099909276 2.370228396655366 1.4743228422572878 0.6401965142965302 1.6076725726004395 -0.641197700707945 -1.1721997497547605 False 0.11 Inputed -19.707667734822888 -19.598473269573173 """""" """""" """"""
-0.12915766379546673 0.35975178408811503 -6.8459040370493005 19.038960528703754 5619.303514797133 91.84846472643187 192 127 127 41.952037000097334 75 True False 2019lur 287.60773541666 50.570604722222 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 287.60773541666 50.570604722222 TNS 2019lur ZTF19abhphah 2019lur SNIa 0.09 0.015226367307295874 0.7684692226439509 0.1735358790137802 0.3507242381108924 0.7684692226439509 1.2837488320575616 12.080378830275754 12.080378830275754 29.87165816982158 29.87165816982158 58699.3203125 58688.309479199816 18.69891827040069 18.69891827040069 18.71048475203732 0.4974816438292182 0.9644926922190237 0.8200763188817966 287.60775504 50.57083218 0.0018266313538809476 19.281260655593872 19.967976480579377 19.56422301416397 0.12999999999999998 """""" """""" """""" """""" 0 False True all False False 0 0.9644926922190237 0.8200763188817966 287.60775504 50.57083218 0.0018266313538809476 19.281260655593872 19.967976480579377 19.56422301416397 0.12999999999999998 False False 0.3 0.7 1.5 0.02 8 3 11.010833300184458 0.8200763188817966 0.9644926922190237 0.4037534664154059 0.850267011349805 1.269058210178688 0.8537382621266509 False 0.09 Inputed -19.339899893141915 -19.351466374778546 """""" """""" """"""
-0.04313856857644802 0.3150093483874217 3.487223936913075 17.13354852468326 7819.302929772277 202.0075857719383 189 7 7 22.04025460034609 61 True True 2021ehb 46.949191666666664 40.31126944444444 TDE 0.017 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 46.949191666666664 40.31126944444444 TNS 2021ehb ZTF21aanxhjv 2021ehb TDE 0.017 -0.44735169799994523 -0.2576743146405178 -0.4039731567813938 -0.35798337526316715 -0.2576743146405178 -0.14541584282103415 52.30520902985488 52.30520902985488 -30.26495442950879 -30.26495442950879 59296.18334490014 59274.143090299796 16.845780241259494 16.845780241259494 17.41082003534913 6.34594480592278 3.94923887594859 0.3361612859843853 46.94926478864985 40.311344347497 0.0005675869173871195 14.24806864930153 15.29048026468277 14.58656799302101 0.9450000000000001 """""" """""" """""" """""" 0 False True all False False 0 3.94923887594859 0.3361612859843853 46.94926478864985 40.311344347497 0.0005675869173871195 14.24806864930153 15.29048026468277 14.58656799302101 0.9450000000000001 False False 0.3 0.7 1.5 0.02 8 3 22.04025460034609 0.3361612859843853 3.94923887594859 0.7039122716617605 0.08512052487674371 -1.5552999765767233 -2.824252042328119 False 0.017 Inputed -16.98350918959556 -17.548548983685194 """""" """""" """"""
-0.12091275412593948 0.20142203514463453 -9.19748480911632 17.584687655625363 3636.640552178824 172.48521177220667 45 28 28 69.88699080003425 91 True False 2021wvz 312.78689999999995 -18.62596388888889 SNII 0.02 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 312.78689999999995 -18.62596388888889 TNS 2021wvz ZTF21abvbdyr 2021wvz SNII 0.02 0.7230232676658552 1.2644190340770756 0.8473805040381492 0.9788357959452156 1.2644190340770756 1.5827245676795592 25.067237526424016 25.067237526424016 44.81975327361024 44.81975327361024 59463.25278940005 59442.24020829983 17.06365335373748 17.726332172972118 17.06365335373748 7.038008885871206 6.362659165307702 11.349593076296868 312.78440666 -18.62805118 0.006377625189594172 15.412460907435417 21.451174461245536 15.513312743711472 1.0 """""" """""" """""" """""" 1 False True all False False 0 1.109668812360618 4.034151126081201 312.78633334 -18.62694745 0.008808794402965114 19.285101867341996 19.12308292002678 20.784199388885497 1.0 False False 0.3 0.7 1.5 0.02 8 3 21.012581100221723 11.349593076296868 6.362659165307702 5.937861717534064 1.7837814004214376 3.7248422882734182 -1.5503406100260069 False 0.02 Inputed -17.685241414748614 -17.022562595513975 """""" """""" """"""
-0.11078006611593458 0.35413430944486857 -9.89362426583102 19.129061181395024 4931.484063452959 96.59388515490619 76 66 66 44.97592590004206 38 True False 2020tto 107.86025833333333 62.39615555555555 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 107.86025833333333 62.39615555555555 TNS 2020tto ZTF20acberfr 2020tto SNIa 0.09 0.2517929000308712 1.0803298257100487 0.42847768915750706 0.6243588638212003 1.0803298257100487 1.6347576108860729 17.388568429610796 17.388568429610796 27.58735747043126 27.58735747043126 59126.40942130005 59108.497858799994 18.732822036682624 19.0114806481466 18.732822036682624 0.9953186369962724 2.1456990610977593 2.7084405809606316 107.85863491 62.39614199 0.0046930242949032586 18.197717928552628 18.949598331451416 18.387955812644957 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.1456990610977593 2.7084405809606316 107.85863491 62.39614199 0.0046930242949032586 18.197717928552628 18.949598331451416 18.387955812644957 1.0 False False 0.3 0.7 1.5 0.02 8 3 17.91156250005588 2.7084405809606316 2.1456990610977593 0.5616425188064582 1.2622648860996233 -0.06188231669518274 -0.3448662240376663 False 0.09 Inputed -19.317562608496612 -19.038903997032637 """""" """""" """"""
-0.13501728472471342 0.2436662557945241 -15.554027837836959 18.719510872057988 5468.879818672749 161.06595446563023 74 45 45 42.93498839996755 59 True False 2021bnd 128.70379583333332 -6.455330555555555 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 128.70379583333332 -6.455330555555555 TNS 2021bnd ZTF21aagocky 2021bnd SNIa 0.07 0.08448157704130921 0.49346170266429823 0.17720139051275652 0.27606941800278406 0.49346170266429823 0.739249090043689 -0.9900229674900949 -0.9900229674900949 43.92501136745764 43.92501136745764 59252.374050899874 59248.26763889985 18.371828504417255 18.397572955796605 18.371828504417255 1.085750838526338 1.6149732017910652 1.2604144173153748 128.70413922 -6.45540902 0.0017096597543321268 17.869433929258584 18.37613551684618 18.101005678462982 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.6149732017910652 1.2604144173153748 128.70413922 -6.45540902 0.0017096597543321268 17.869433929258584 18.37613551684618 18.101005678462982 1.0 False False 0.3 0.7 1.5 0.02 8 3 4.106412000022829 1.2604144173153748 1.6149732017910652 0.27512983838319727 0.7804553140061572 -0.021437438950425047 -0.27082282595427287 False 0.07 Inputed -19.12333744717354 -19.09759299579419 """""" """""" """"""
-0.09452418779993971 0.29289760842048285 -34.29188023910533 17.7708791810899 3948.3200454444577 524.0998422825861 41 35 35 74.99315970018506 26 True True 2020abcu 203.8480583333333 28.95941111111111 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 203.8480583333333 28.95941111111111 TNS 2020abcu ZTF20acpilio 2020abcu SNIa 0.05 0.5816377720055712 0.7359892583195808 0.619157579701568 0.6573822853367801 0.7359892583195808 0.8175464891227548 -19.25040363983179 -19.25040363983179 94.24356334001685 94.24356334001685 59180.557141200174 59178.50633100001 17.657111912980074 18.287713941351292 17.657111912980074 2.7261892233384573 0.6602224861238627 37.78047201035726 203.856542480375 28.966829633310297 0.9937803551193813 22.104188356542885 22.964644610157606 22.241818848170638 0.19375 """""" """""" """""" """""" 6 False True all False False 0 0.7 12.676713078720693 203.84633135 28.9562305 0.9960427633895255 25.07636398977637 23.481303227686883 23.27 0.15 False False 0.3 0.7 1.5 0.02 8 3 2.050810200162232 0.0 0.0 0.0 0.0 5.352286058648708 5.612888087019925 True 0.05 Inputed -19.0974267181952 -18.466824689823984 """""" """""" """"""
-0.04839181242964723 0.31836880924486805 -28.958940598940288 19.29488252731622 5568.893713220499 233.16447667560152 23 20 20 64.80167819978669 30 True False 2021ula 26.06567083333333 -11.091750000000001 SNII 0.047 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 26.06567083333333 -11.091750000000001 TNS 2021ula ZTF21abpxsck 2021ula SNII 0.047 0.09829328456002173 0.3723114630105009 0.16233210596843506 0.22928278194385143 0.3723114630105009 0.5281972937845438 -5.283500437454862 -5.283500437454862 70.08517863724155 70.08517863724155 59426.46935189981 59426.44553240016 18.90494141994001 18.90494141994001 19.09819193096881 1.7207197153879699 0.8651224531106245 0.8375510119026317 26.06547369 -11.09187923 0.0027420261773162258 20.044257299274207 19.7930600771904 19.407200794154406 0.5 """""" """""" """""" """""" 0 False True all False False 0 0.8651224531106245 0.8375510119026317 26.06547369 -11.09187923 0.0027420261773162258 20.044257299274207 19.7930600771904 19.407200794154406 0.5 False False 0.3 0.7 1.5 0.02 8 3 0.023819499649107456 0.8375510119026317 0.8651224531106245 0.3858592830359946 0.9681300131457029 0.8881186572503914 0.3090088631855963 False 0.047 Inputed -17.520444371625906 -17.713694882654707 """""" """""" """"""
-0.17834838897424565 0.222755759104722 -7.691844597859695 17.949250037282535 4666.856064383689 221.17197418785213 44 28 28 68.80641209986061 79 True True 2019wch 100.15521249999999 26.70892222222222 SNIa 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 100.15521249999999 26.70892222222222 TNS 2019wch ZTF19acuybzx 2019wch SNIa 0.03 0.23169817922936886 0.5488073015629382 0.30565306868789577 0.38307383616238866 0.5488073015629382 0.7299401898614022 12.671317273617646 12.671317273617646 56.13509482624296 56.13509482624296 58823.36282410007 58811.41958330013 17.51109349744492 17.512349492612127 17.51109349744492 2.402102218286161 2.4390844560614093 0.9681371617534986 100.1554403716775 26.7087464787573 0.0024589957374919758 17.39872976249695 17.656022018055914 17.51916025798321 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.4390844560614093 0.9681371617534986 100.1554403716775 26.7087464787573 0.0024589957374919758 17.39872976249695 17.656022018055914 17.51916025798321 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.943240799941123 0.9681371617534986 2.4390844560614093 0.1368617600727049 0.3969264612168574 0.14367252544378672 0.00806676053828781 False 0.03 Inputed -18.123703956180407 -18.1224479610132 """""" """""" """"""
-0.15235501143260224 0.296794839633114 -7.145222423197016 19.140560389666618 5930.841098379543 106.68144437371025 58 35 35 48.98122680000961 40 True True 2021kgu 235.83779166666665 42.153669444444446 SNIa 0.103 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 235.83779166666665 42.153669444444446 TNS 2021kgu ZTF21aawtewf 2021kgu SNIa 0.103 -0.06645334370656641 0.5233257754961613 0.06020261186282383 0.20004881019848852 0.5233257754961613 0.9122142768879513 14.765775205055371 14.765775205055371 34.21545159495424 34.21545159495424 59336.28706019977 59322.34898150014 18.7106670789126 18.7106670789126 18.815508049357526 0.5196732797684359 2.770609499111911 4.8821319697647905 235.837021822234 42.15489965548465 0.0032732162111418495 16.73499546762526 17.501505185867547 17.041636506073473 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.770609499111911 4.8821319697647905 235.837021822234 42.15489965548465 0.0032732162111418495 16.73499546762526 17.501505185867547 17.041636506073473 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 13.93807869963348 4.8821319697647905 2.770609499111911 0.45986867979407364 1.7621147878579444 -1.209161893045053 -1.7738715432840522 False 0.103 Inputed -19.533768501025303 -19.63860947147023 """""" """""" """"""
-0.13584410828768054 0.119823577781053 -13.592568749644462 18.14721548864491 3940.842164625623 247.982941832655 59 41 41 73.91793979983777 48 True False 2021fxm 208.57630416666666 -25.908458333333332 SNII 0.02 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 208.57630416666666 -25.908458333333332 TNS 2021fxm ZTF21aapjphz 2021fxm SNII 0.02 0.5647190010233025 0.9020028164391611 0.6441658902507541 0.7267927586140281 0.9020028164391611 1.0912248696882223 19.04838600455871 19.04838600455871 54.86955379527906 54.86955379527906 59307.39799770014 59290.37593750004 17.372209588219594 17.69120337845535 17.372209588219594 5.238990077231075 2.117436238621531 4.227918948624053 208.57573421 -25.90740172 0.007176991240915531 18.324508315944673 18.697247290563585 18.437116238880158 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.117436238621531 4.227918948624053 208.57573421 -25.90740172 0.007176991240915531 18.324508315944673 18.697247290563585 18.437116238880158 1.0 False False 0.3 0.7 1.5 0.02 8 3 17.022060200106353 4.227918948624053 2.117436238621531 0.26013105168342676 1.9967160623341669 1.006043912108236 1.0649066506605642 False 0.02 Inputed -17.3766851802665 -17.057691390030744 """""" """""" """"""
-0.12736712316011994 0.4116989320822746 -4.052481042426168 19.27073508555261 6380.456912080399 149.48889047912476 51 21 21 27.938101899810135 53 True False 2020ryy 288.07059166666664 56.48405833333334 SNIa 0.11 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 288.07059166666664 56.48405833333334 TNS 2020ryy ZTF20abwaoey 2020ryy SNIa 0.11 -0.20286256382754075 0.14949702482569194 -0.12412651327498736 -0.03937682984604152 0.14949702482569194 0.36654330982517536 13.027728031257627 13.027728031257627 14.910373868552508 14.910373868552508 59095.32872689981 59085.216273100115 18.748297345243877 18.748297345243877 19.08249889231467 0.7193379188307473 1.0751818292943327 1.043063806832329 288.07026291 56.48383251 0.005445024289700506 20.37567559621334 21.098817212939263 20.653463000869753 0.9625 """""" """""" """""" """""" 0 False True all False False 0 1.0751818292943327 1.043063806832329 288.07026291 56.48383251 0.005445024289700506 20.37567559621334 21.098817212939263 20.653463000869753 0.9625 False False 0.3 0.7 1.5 0.02 8 3 10.112453799694777 1.043063806832329 1.0751818292943327 0.4453542120695104 0.9701278224883287 2.350519867695386 1.5709641085550814 False 0.11 Inputed -19.412660890115017 -19.74686243718581 """""" """""" """"""
-0.19116983549658373 0.17990152718272884 -9.573575159128058 17.833079247033105 5896.2288597151055 92.04624575689706 38 20 20 64.93641209974885 42 True True 2019dwd 160.72753124999 21.624759111111 SNIa 0.05123 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 160.72753124999 21.624759111111 TNS 2019dwd ZTF19aarmznp 2019dwd SNIa 0.05123 -0.01008508758517479 0.7271912981647262 0.1447960720641177 0.3182048303410241 0.7271912981647262 1.2317916196004468 14.330714000307763 14.330714000307763 50.605698099441085 50.605698099441085 58612.174652799964 58597.24325230019 17.22719972260695 17.22719972260695 17.391485934772 2.984046079169711 1.9013083995066191 6.077963655275795 160.72650600744748 21.6233655333562 0.0012851048689526134 15.581277055898905 16.680358968014716 15.975268565911055 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.9013083995066191 6.077963655275795 160.72650600744748 21.6233655333562 0.0012851048689526134 15.581277055898905 16.680358968014716 15.975268565911055 0.975 False False 0.3 0.7 1.5 0.02 8 3 14.93140049977228 6.077963655275795 1.9013083995066191 0.7050904021036608 3.196726873374671 -0.5468407545922354 -1.416217368860945 False 0.05123 Inputed -19.41645318660998 -19.58073939877503 """""" """""" """"""
-0.011246678092626635 0.9400912219384714 -4.516885262571622 15.951911653939057 5365.488137496782 121.22717890329159 74 35 35 74.03086799988523 122 True True 2019jyw 16.625926666666 -2.198785638888 SNII 0.011638 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 16.625926666666 -2.198785638888 TNS 2019jyw ZTF19abcekty 2019jyw SNII 0.011638 0.02755873723540425 0.5720982721149497 0.14694834025724646 0.277028846853824 0.5720982721149497 0.9189746419684681 0.9761468401004176 0.9761468401004176 73.05472115978482 73.05472115978482 58662.44474539999 58662.44474539999 15.740387614521362 15.740387614521362 15.82349796844764 12.659496385596253 1.6142480883267383 4.107133918058792 16.626354799146903 -2.19984325795677 0.002338044146870777 17.20275602234244 17.442925368552206 14.991751435384751 0.8055555555555556 """""" """""" """""" """""" 2 False True all False False 0 0.7 2.724249799260401 16.6263461658749 -2.19815561600058 0.053327974332164074 22.75789918606281 22.405894521512984 22.241746466116904 0.15 False False 0.3 0.7 1.5 0.02 8 3 0.0 4.107133918058792 1.6142480883267383 2.451173933167455 2.5443015530011093 1.7025377540308444 -0.8317465330628888 False 0.011638 Inputed -17.744980584288136 -17.828090938214416 """""" """""" """"""
-0.25117265651197335 0.38792356422160945 -13.895589665330537 17.724103599137997 7303.559317701592 233.66841965877057 51 11 11 18.91021989984438 52 True True 2018gwn 319.72805791666 7.9497438055555 Varstar 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 319.72805791666 7.9497438055555 TNS 2018gwn ZTF18abyzmsb 2018gwn Varstar 0.0 -0.3128423758751815 -0.12226360498757316 -0.2685995766868068 -0.2221442221409582 -0.12226360498757316 -0.01252514528852089 -10.125485979105836 -10.125485979105836 29.035705878950214 29.035705878950214 59498.240324100014 59498.240324100014 18.113982472354525 18.341745064637287 18.113982472354525 0.253434523216422 0.7075813728945893 7.863691031462461 319.725908410368 7.9492545009381 0.17633764775369376 21.897800987873076 22.81949738618374 22.391995710830688 0.3416666666666666 """""" """""" """""" """""" 0 False True all False False 0 0.7075813728945893 7.863691031462461 319.725908410368 7.9492545009381 0.17633764775369376 21.897800987873076 22.81949738618374 22.391995710830688 0.3416666666666666 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.0 0.0 0.0 0.0 5.2982549353627135 5.156017527645474 True 0.0 Inputed """""" """""" """""" """""" """"""
-0.1837408022406315 0.22072665729677654 -5.455668406280481 17.930272639271543 5645.354947238386 94.78738411061775 35 24 24 50.92244210001081 63 True True 2021dam 216.88680416666662 15.52491388888889 SNIa 0.053642 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 216.88680416666662 15.52491388888889 TNS 2021dam ZTF21aalcsng 2021dam SNIa 0.053642 -0.014075452697390745 0.6949636186804753 0.1356033099930407 0.3026712199696924 0.6949636186804753 1.176299474541647 11.731311687212067 11.731311687212067 39.19113041279875 39.19113041279875 59269.371076399926 59260.40671300003 17.428825754498334 17.478473564168397 17.428825754498334 2.9615922378427038 3.051902969324064 2.1139074745390896 216.886199663969 15.52498842395115 0.0004996613714544074 14.61202172810495 15.771649054260255 14.998708348300458 0.985 """""" """""" """""" """""" 0 False True all False False 0 3.051902969324064 2.1139074745390896 216.886199663969 15.52498842395115 0.0004996613714544074 14.61202172810495 15.771649054260255 14.998708348300458 0.985 False False 0.3 0.7 1.5 0.02 8 3 8.964363399893045 2.1139074745390896 3.051902969324064 0.7729407059597975 0.6926522552606835 -1.7068245099081416 -2.4301174061978763 False 0.053642 Inputed -19.48024374085228 -19.430595931182218 """""" """""" """"""
-0.11486543263448717 0.40688287690406166 -5.094040402595285 18.95051837509019 5587.363821610948 93.11069981173901 30 17 17 38.037372699938715 36 True True 2020kuo 162.96104583333332 52.78695555555555 SNIa 0.099 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 162.96104583333332 52.78695555555555 TNS 2020kuo ZTF20abajtzc 2020kuo SNIa 0.099 -0.004009026547745265 0.7262272906494616 0.14972912239775482 0.3216189094800619 0.7262272906494616 1.2242351577644968 18.736802277009946 18.736802277009946 19.300570422928768 19.300570422928768 59001.185428199824 58985.18313660007 18.737548182894557 18.737548182894557 18.75979599814419 0.7479045632596768 1.5475520527238305 1.5044510535368745 162.9617312364265 52.7869024775609 0.0029364895689175663 18.601767777407467 19.213818611965777 18.851588690719602 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.5475520527238305 1.5044510535368745 162.9617312364265 52.7869024775609 0.0029364895689175663 18.601767777407467 19.213818611965777 18.851588690719602 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.002291599754244 1.5044510535368745 1.5475520527238305 0.3622299212461755 0.9721489179565274 0.47627042907122075 0.09179269257541023 False 0.099 Inputed -19.501670318736174 -19.52391813398581 """""" """""" """"""
-0.039280039228963025 0.6327590020675972 -6.187561623633866 18.01158695412242 5220.913304462303 419.11138668244496 95 49 49 74.98269680002704 128 True False 2021hur 202.74749999999997 77.21461111111111 SNIIn 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 202.74749999999997 77.21461111111111 TNS 2021hur ZTF21aaradzm 2021hur SNIIn 0.03 0.03425106453386917 0.17404234600078183 0.06789597990292151 0.10239883656629445 0.17404234600078183 0.24931199969078577 50.418781045519765 50.418781045519765 24.56391575450728 24.56391575450728 59335.278819399886 59290.3238309999 17.924049751237526 17.924049751237526 17.9497895188784 0.7970830649708456 3.9715210563596703 3.5655657626583075 202.7483485 77.21363864 0.0042027541176442584 16.63130027118921 16.866572387945652 16.69197016314268 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.9715210563596703 3.5655657626583075 202.7483485 77.21363864 0.0042027541176442584 16.63130027118921 16.866572387945652 16.69197016314268 1.0 False False 0.3 0.7 1.5 0.02 8 3 44.95498839998618 3.5655657626583075 3.9715210563596703 0.17460222480297105 0.897783421530323 -1.0574773632918735 -1.2578193557357196 False 0.03 Inputed -17.685007934746928 -17.710747702387803 """""" """""" """"""
-0.08978786598395873 0.2764322260221842 -14.779309385298511 18.848256763615915 4036.9743300690916 165.34044302424357 82 82 82 61.96111109992489 64 True True 2020kq 256.5152875 70.77533888888888 SNIa 0.0513 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 256.5152875 70.77533888888888 TNS 2020kq ZTF20aabqisb 2020kq SNIa 0.0513 0.5850534011447834 1.1168078330138194 0.7066300843096442 0.8355363109022953 1.1168078330138194 1.432034324727617 15.564097144401682 15.564097144401682 46.39701395552321 46.39701395552321 58866.53490740014 58850.51180560002 18.4455943622293 18.789376163655124 18.4455943622293 1.1074939154911818 5.407750350452412 54.00398933166275 256.484146741994 70.7862910661705 0.019128958867996815 13.780387431957722 14.770427440986634 14.23362730169773 1.0 """""" """""" """""" """""" 54 True True all False False 0 2.5675444334475874 4.551851233550626 256.51155369655146 70.77563420634536 0.004330195176792562 17.297316604129076 18.305042612934113 17.75904510155797 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.023101800121367 54.00398933166275 5.407750350452412 0.5368001392889035 9.986405775396932 -4.01894872266849 -4.21196706053157 False 0.0513 Inputed -18.36534552891275 -18.021563727486928 """""" """""" """"""
-0.16376192436142592 0.20983299243328 -8.841795428715132 18.513477518385628 5969.389020450532 96.98957498182985 62 37 37 62.95343750016764 67 True True 2021tey 237.5103333333333 38.41408055555556 SNIa 0.070063 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 237.5103333333333 38.41408055555556 TNS 2021tey ZTF21abkzgae 2021tey SNIa 0.070063 -0.04349509947711283 0.6305283457499904 0.09919641819085001 0.25818453852433265 0.6305283457499904 1.0857981001855705 16.715842979366936 16.715842979366936 46.2375945208007 46.2375945208007 59423.225254599936 59407.202453699894 17.934201018904286 17.934201018904286 18.051669184974504 2.4888144265983114 1.7626377924580519 8.110889950007516 237.51320003040598 38.4139050239245 0.004178643515446945 16.58254233392209 17.508851754117607 16.93153772062838 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.7626377924580519 8.110889950007516 237.51320003040598 38.4139050239245 0.004178643515446945 16.58254233392209 17.508851754117607 16.93153772062838 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 16.022800900042057 8.110889950007516 1.7626377924580519 0.5773140334892268 4.601563625103394 -0.42534926478667856 -1.120131464346123 False 0.070063 Inputed -19.445480886903045 -19.562949052973263 """""" """""" """"""
-0.15076930282955883 0.22405861361202617 -3.9133924317811677 18.70986046925418 5605.953046370565 69.24480277782794 41 24 24 35.98040510015562 45 True False 2020aciv 148.4469833333333 -5.335297222222222 SNIa 0.0686 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 148.4469833333333 -5.335297222222222 TNS 2020aciv ZTF20acwomqh 2020aciv SNIa 0.0686 -0.006055832943594908 1.0548730587185915 0.2044646384394646 0.4487254586012668 1.0548730587185915 1.8514546587370972 12.027612746299384 12.027612746299384 23.95279235385624 23.95279235385624 59200.46057870006 59194.44100689981 18.16584733646672 18.16584733646672 18.407250876531243 1.4187033001753144 2.9385523823126034 6.6406283208720165 148.4475884 -5.33704069 0.010297382454398152 17.766418658709526 18.644576161289216 18.08700912448168 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7648339919309004 6.392607007185578 148.44859981 -5.33454703 0.16130050100925664 22.28277395116091 24.808760743665694 23.901517375659942 0.2 False False 0.3 0.7 1.5 0.02 8 3 6.01957180025056 6.6406283208720165 2.9385523823126034 0.5575670368075372 2.259829826700563 0.4787288248224968 -0.32024175204956506 False 0.0686 Inputed -19.04336255076893 -19.284766090833454 """""" """""" """"""
-0.09112472813643142 0.30779427394639247 -7.528530943803226 19.41747091198585 5717.676527586109 141.31069266317513 28 14 14 24.023611099924892 58 True False 2020wfh 104.018929467 36.4238140038 SLSN-I 0.33 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 104.018929467 36.4238140038 TNS 2020wfh ZTF20acitbmf 2020wfh SLSN-I 0.33 -0.036673915169650684 0.3972462109374604 0.060105810793629644 0.16440173457076668 0.3972462109374604 0.6655057763117256 19.35117663679354 19.35117663679354 4.672434463131355 4.672434463131355 59139.44644680014 59125.49762730021 19.04652262014739 19.04652262014739 19.122292988643036 0.7172468272536446 1.5077226271080972 8.437284437629444 104.01704459 36.42560081 0.011697592205957119 17.907932622003557 18.4487632420063 18.16955850532055 0.8400000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.5077226271080972 8.437284437629444 104.01704459 36.42560081 0.011697592205957119 17.907932622003557 18.4487632420063 18.16955850532055 0.8400000000000001 False False 0.3 0.7 1.5 0.02 8 3 13.948819499928504 8.437284437629444 1.5077226271080972 0.2792047366857524 5.596045509917605 -0.5977593781410881 -0.9527344833224873 False 0.33 Inputed -21.83125922730093 -21.907029595796576 """""" """""" """"""
-0.1208029248061202 0.20502630301479424 -10.48307563615062 19.01982250086327 4082.1722110908204 210.5198409237659 78 45 45 66.93862269958481 65 True True 2021tgf 257.4697499999999 41.22213055555556 SNIa 0.02508 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 257.4697499999999 41.22213055555556 TNS 2021tgf ZTF21abklcjq 2021tgf SNIa 0.02508 0.4884907751025409 0.8760797988050228 0.578773134690671 0.673355046804307 0.8760797988050228 1.0980705491360396 19.65171616911043 19.65171616911043 47.28690653047438 47.28690653047438 59423.2411342999 59406.223715300206 18.46601214962189 19.045517995456535 18.46601214962189 1.8096331160288426 6.236575231281254 4.246315306534678 257.4691916113715 41.22323278085125 0.0023519398337487063 14.775578040786385 15.593133520730735 15.050901719624996 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 6.236575231281254 4.246315306534678 257.4691916113715 41.22323278085125 0.0023519398337487063 14.775578040786385 15.593133520730735 15.050901719624996 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 17.017418999690562 4.246315306534678 6.236575231281254 0.5422318011057392 0.6808729389226508 -3.4523844747258003 -3.4151104299968935 False 0.02508 Inputed -16.777153804678147 -16.1976479588435 """""" """""" """"""
-0.03653391569810947 0.4912218569422889 -17.641631171526875 18.406767326043266 4838.975694110274 380.1596195691838 68 31 31 74.81142360018566 76 True True 2019dvw 239.94415874999 37.033692611111 SNII 0.0321 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 239.94415874999 37.033692611111 TNS 2019dvw ZTF19aapafqd 2019dvw SNII 0.0321 0.19289104755970143 0.36599675819725874 0.2344423246837657 0.2771282521699412 0.36599675819725874 0.45968710064843066 61.66386362239561 61.66386362239561 13.147559977790056 13.147559977790056 58632.29781250004 58572.449837999884 18.281151052453435 18.40254868848143 18.281151052453435 1.728643504901459 3.980002595737902 12.990713993172985 239.944114098294 37.0373009667333 0.0013684943655006832 13.680020968185067 14.777366785058975 14.019324586898684 0.9650000000000001 """""" """""" """""" """""" 5 True True all False False 0 4.020086703724712 3.6546275910085884 239.94325857 37.03440969 0.0011969426566696972 14.938832398712636 20.734163494217395 20.33703464614749 1.0 False False 0.3 0.7 1.5 0.02 8 3 59.847974500153214 12.990713993172985 3.980002595737902 0.7580421981602914 3.2639963619833963 -3.6251819034224564 -4.261826465554751 False 0.0321 Inputed -17.501692092982438 -17.38029445695444 """""" """""" """"""
-0.036189242586644896 0.42553192430734 -23.36363440492977 17.34414585769744 5410.513521555927 261.9951265669087 266 158 158 66.72481480007991 31 True True 2020in 148.25768833333 20.234304611111 SNIIn 0.11 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 148.25768833333 20.234304611111 TNS 2020in ZTF20aaaweke 2020in SNIIn 0.11 0.08931250650590528 0.32925082729215305 0.14579820848658187 0.2045709603867607 0.32925082729215305 0.4639190497201966 59.97471804603209 59.97471804603209 6.750096754047824 6.750096754047824 58906.231030100025 58846.50232640002 17.146492314571404 17.151576637373218 17.146492314571404 0.5477635701219785 0.8708002518099232 0.977705036530194 148.2579766245705 20.234328864109152 0.00027590032328239644 16.919755141358376 18.07764993113875 17.337377882580757 0.7649999999999999 """""" """""" """""" """""" 0 False True all False False 0 0.8708002518099232 0.977705036530194 148.2579766245705 20.234328864109152 0.00027590032328239644 16.919755141358376 18.07764993113875 17.337377882580757 0.7649999999999999 False False 0.3 0.7 1.5 0.02 8 3 59.72870370000601 0.977705036530194 0.8708002518099232 0.7402720485579941 1.1227661389601962 0.9260732937655334 0.19088556800935308 False 0.11 Inputed -21.348667467858284 -21.34358314505647 """""" """""" """"""
-0.06746540532305342 0.24954423926073355 -9.64806076480258 19.051488277185275 5201.254184924398 110.90972860684789 52 33 33 40.04011570010334 46 True True 2021jlr 139.3490833333333 25.804869444444446 SNII 0.029 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 139.3490833333333 25.804869444444446 TNS 2021jlr ZTF21aatvqcl 2021jlr SNII 0.029 0.14442507856143294 0.8004639682605905 0.28692936852426243 0.4431024708267053 0.8004639682605905 1.2254517128412594 24.915706675839246 24.915706675839246 15.124409024264097 15.124409024264097 59328.17618060019 59314.18768520001 18.74813578108405 18.808974513238013 18.74813578108405 1.318420539080707 0.8233222382570167 2.7050384089896635 139.348386674614 25.804455640516252 0.007392367126587085 20.03857607551098 20.016721865390537 19.938426133881805 0.9899999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 0.8419634651267787 139.34925606 25.80469475 0.008670750152244944 21.991495123612882 22.05866492264271 21.969113786423208 0.95 False False 0.3 0.7 1.5 0.02 8 3 13.988495400175452 2.7050384089896635 0.8233222382570167 0.07829573150873159 3.2855160267701056 1.2077473521525235 1.1902903527977564 False 0.029 Inputed -16.812506761035678 -16.751668028881713 """""" """""" """"""
-0.19254591733368864 0.19241992034987165 -10.060368001417235 18.69627003116803 6236.987321503942 114.67467286965102 79 60 60 72.01664349995553 57 True True 2020ibs 230.50812499999998 50.170430555555555 SNIa 0.0736 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 230.50812499999998 50.170430555555555 TNS 2020ibs ZTF20aavzlxm 2020ibs SNIa 0.0736 -0.10383286339440545 0.42082838296465397 0.009898037501436363 0.134727740923978 0.42082838296465397 0.7612932375816328 14.557318576224548 14.557318576224548 57.45932492373099 57.45932492373099 58978.3848611 58962.32656250009 17.953419031778967 17.953419031778967 18.176971736920443 2.1785078580913004 1.3795012518719512 15.466923370543862 230.5066771344505 50.17462565281505 0.004477426504384208 15.161123062633276 16.303270679721834 15.576471461951733 0.41 """""" """""" """""" """""" 5 True True all False False 0 0.8152251954287648 3.2422451623174107 230.507433875892 50.1712148833897 0.01111539714752563 20.219171752465964 20.65412766029358 20.516259318537713 0.06999999999999999 False False 0.3 0.7 1.5 0.02 8 3 16.058298599906266 15.466923370543862 1.3795012518719512 0.7267992177701004 11.211967622034127 -1.6501483520571334 -2.6005002749687094 False 0.0736 Inputed -19.42883809621806 -19.65239080135953 """""" """""" """"""
-0.13441119039929225 0.35596203100918355 -6.19817380074289 18.732260821412208 5569.478423152681 105.22145541447158 39 22 22 38.953935199882835 53 True False 2019mse 3.8390137499999 46.735961888888 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 3.8390137499999 46.735961888888 TNS 2019mse ZTF19ablekwo 2019mse SNIa 0.09 0.00603559166222567 0.6401750686734751 0.14224264536942144 0.2926078566140973 0.6401750686734751 1.058439918027105 13.487265104489389 13.487265104489389 25.466670095393447 25.466670095393447 58709.47494209977 58697.474363400135 18.384412239126164 18.384412239126164 18.493012822630188 1.4482665293026238 2.635745055662992 0.44521752107690243 3.83910125 46.73585373 0.0010733906920504799 16.144294277071953 17.044679527235033 16.484897102928162 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.635745055662992 0.44521752107690243 3.83910125 46.73585373 0.0010733906920504799 16.144294277071953 17.044679527235033 16.484897102928162 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.00057869963348 0.44521752107690243 2.635745055662992 0.5597824243068708 0.16891524471243408 -1.3397327118911306 -2.008115719702026 False 0.09 Inputed -19.557371822549047 -19.665972406053072 """""" """""" """"""
-0.16758141049834768 0.3024195290980591 -6.218943775047362 18.7598552228174 5859.840766674735 84.53769590452163 45 26 26 36.89034719998017 56 True True 2021qtc 265.49298749999997 47.10449722222222 SNIa 0.081 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 265.49298749999997 47.10449722222222 TNS 2021qtc ZTF21abhtaiv 2021qtc SNIa 0.081 -0.0422849661361937 0.7573737217304206 0.12293192694611932 0.3098705366833485 0.7573737217304206 1.3195954924770952 10.871417200665814 10.871417200665814 26.018929999314356 26.018929999314356 59396.30322920019 59386.349340300076 18.366783378893853 18.366783378893853 18.518203912349282 1.0998861973926064 1.1925623057416972 0.18729003945931158 265.492949503046 47.1045423631194 0.0005159832635608375 17.268592822539212 18.307908682513236 17.636884262518883 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.1925623057416972 0.18729003945931158 265.492949503046 47.1045423631194 0.0005159832635608375 17.268592822539212 18.307908682513236 17.636884262518883 0.99 False False 0.3 0.7 1.5 0.02 8 3 9.95388890011236 0.18729003945931158 1.1925623057416972 0.6710244199943531 0.15704843139648725 -0.0588746963806166 -0.8813196498303988 False 0.081 Inputed -19.299179446300037 -19.450599979755467 """""" """""" """"""
-0.1739896379868159 0.21309644963434932 -9.672862984238824 18.29572765479824 5602.477481973754 136.00934910706397 33 20 20 67.92062500026077 49 True True 2020pmi 320.875775 -7.678872222222222 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 320.875775 -7.678872222222222 TNS 2020pmi ZTF20abmapla 2020pmi SNIa 0.06 0.014654546851925687 0.4863398658339939 0.11952240142713322 0.232764354605564 0.4863398658339939 0.779633128115691 14.2558389170674 14.2558389170674 53.66478608319337 53.66478608319337 59061.39865740016 59046.35560189979 17.806726150666176 17.89195231923267 17.806726150666176 2.1204391457194616 1.9049461926045157 8.575103090888858 320.8737656803575 -7.677565124942525 0.0038548957723247845 16.3203422458601 17.19241539346695 16.650805500121116 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 8.536628054395647 320.87642475 -7.67659004 0.3654243690651555 22.81 23.64 23.27 0.15 False False 0.3 0.7 1.5 0.02 8 3 15.043055500369519 8.575103090888858 1.9049461926045157 0.5416098933458322 4.501493598181189 -0.6995369257657202 -1.1559206505450597 False 0.06 Inputed -19.348774830531625 -19.26354866196513 """""" """""" """"""
-0.10687209812661787 0.39856356755978806 -6.516995741122551 18.981179538848416 5625.381951202613 100.36109000829296 38 32 32 41.0544213000685 42 True True 2020wht 134.59339166666666 15.041263888888889 SNIa 0.09957 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 134.59339166666666 15.041263888888889 TNS 2020wht ZTF20aciudrr 2020wht SNIa 0.09957 0.0006551876072791174 0.6693605272079104 0.14321367155185882 0.3013431381820695 0.6693605272079104 1.1159986554189132 12.081560334084807 12.081560334084807 28.972860965983692 28.972860965983692 59145.46446759999 59135.473286999855 18.72327473796506 18.72327473796506 18.765287919220125 0.5521600634768613 1.8098655374922463 6.328026078471315 134.592578727649 15.03969117087585 0.0017275711745605715 15.927022816517354 17.178111125905513 16.305924239357708 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.8098655374922463 6.328026078471315 134.592578727649 15.03969117087585 0.0017275711745605715 15.927022816517354 17.178111125905513 16.305924239357708 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 9.991180600132793 6.328026078471315 1.8098655374922463 0.8721868865478051 3.4964067481164607 -1.5451636120595467 -2.4593636798624168 False 0.09957 Inputed -19.508902602392315 -19.55091578364738 """""" """""" """"""
-0.1688074277399671 0.22254473486682022 -11.322878974307269 18.92592232042812 5347.09138168085 147.34097235244388 40 26 26 58.89171289978549 45 True True 2020aceu 178.07597083333332 7.891594444444444 SNIa 0.077451 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 178.07597083333332 7.891594444444444 TNS 2020aceu ZTF20acwpixx 2020aceu SNIa 0.077451 0.08853461297978882 0.5423570083644051 0.1904968333382122 0.2998547333139676 0.5423570083644051 0.8194893764174438 9.635238695787958 9.635238695787958 49.25647420399753 49.25647420399753 59205.535138899926 59193.47844910016 18.41521083248274 18.41521083248274 18.53193753724756 1.7840452513313774 1.92015741046248 18.105311289363094 178.074023154393 7.89623895586836 0.0072911978954605106 15.373461713324787 16.74040805434704 15.795801490732432 0.9650000000000001 """""" """""" """""" """""" 2 True True all False False 0 2.257473707922019 1.0784220193889829 178.0762715976495 7.891625801760171 0.0009852289173520878 16.375542794335484 17.23964249396026 16.67817359331906 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 12.056689799763262 18.105311289363094 1.92015741046248 0.9446065636146077 9.42907659065427 -1.6748027781356996 -2.7361360465151296 False 0.077451 Inputed -19.18646757188757 -19.30319427665239 """""" """""" """"""
-0.21522479522211957 0.22475385892990513 -20.65328541313509 17.817180733314196 4914.231857162919 235.14279996193045 7 7 7 34.03596059978008 42 True True 2020em 234.9816958333333 21.64296388888889 SNIa 0.03812 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 234.9816958333333 21.64296388888889 TNS 2020em ZTF20aadccel 2020em SNIa 0.03812 0.23394602645724305 0.530994666645455 0.3035108254838903 0.37613884867099046 0.530994666645455 0.699374724321423 -13.679079037675919 -13.679079037675919 47.715039637456 47.715039637456 58852.56420140015 58852.52576390002 17.894804320461365 18.07620194612474 17.894804320461365 6.113345890195341 1.2296703383912881 1.4782799912379916 234.981854710245 21.64334704884815 0.00032778560314439265 16.192871064115764 17.34428059379101 16.55254623260975 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.2296703383912881 1.4782799912379916 234.981854710245 21.64334704884815 0.00032778560314439265 16.192871064115764 17.34428059379101 16.55254623260975 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 0.03843750013038516 1.4782799912379916 1.2296703383912881 0.7917343611812591 1.2021758556622144 -0.7319213523337318 -1.342258087851615 False 0.03812 Inputed -18.26447609004898 -18.083078464385604 """""" """""" """"""
-0.17794776109810012 0.08188778314743968 -13.49837445042182 17.017682725455327 6567.651515948055 55.92811827691183 29 14 14 49.97704860009253 38 True True 2019dyo 135.27863666666 52.651037888888 SNIa 0.030003 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 135.27863666666 52.651037888888 TNS 2019dyo ZTF19aarstfg 2019dyo SNIa 0.030003 0.03022603970099169 1.4809922869956154 0.303129766349997 0.630258038890922 1.4809922869956154 2.6661869357960377 19.523226475309723 19.523226475309723 30.453822124782807 30.453822124782807 58617.18446760019 58598.22545140004 16.246221935899648 16.246221935899648 16.42373117495793 7.6941274826514485 4.520762511108074 12.188400043974449 135.273744931166 52.6494083460599 0.0023479216335774433 14.401417985361217 15.289119258681536 14.699724029735327 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.520762511108074 12.188400043974449 135.273744931166 52.6494083460599 0.0023479216335774433 14.401417985361217 15.289119258681536 14.699724029735327 1.0 False False 0.3 0.7 1.5 0.02 8 3 18.95901620015502 12.188400043974449 4.520762511108074 0.5893952289462092 2.6960938589510155 -0.9571026772181117 -1.7240071452226022 False 0.030003 Inputed -19.211285028937137 -19.38879426799542 """""" """""" """"""
-0.19992102839772963 0.2531953136686742 -5.343256409390264 17.944019243006633 5901.837416562386 239.3583017446409 24 17 17 52.760451399721205 74 True False 2018iui 112.80233291666 53.698210999999 SNIa 0.0493 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 112.80233291666 53.698210999999 TNS 2018iui ZTF18acpfwmm 2018iui SNIa 0.0493 -0.11641180843199095 0.10880027474699006 -0.0638477393417709 -0.008845824734208918 0.10880027474699006 0.23720210127046926 11.456339021309986 11.456339021309986 41.30411237841122 41.30411237841122 58450.44642359996 58440.51751160016 17.387738352368025 17.387738352368025 17.577503530327576 2.068656830403821 1.5404933785559156 1.4364025514916887 112.80271537 53.69788247 0.00022811694195412624 15.269664809465409 16.39378069357872 15.628982716798783 0.9100000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.5404933785559156 1.4364025514916887 112.80271537 53.69788247 0.00022811694195412624 15.269664809465409 16.39378069357872 15.628982716798783 0.9100000000000001 False False 0.3 0.7 1.5 0.02 8 3 9.928911999799311 1.4364025514916887 1.5404933785559156 0.7647979767799367 0.9324302015748984 -0.9939576587893058 -1.948520813528793 False 0.0493 Inputed -19.14606099897249 -19.33582617693204 """""" """""" """"""
-0.03456047151195401 0.4452359847986123 -32.06073592861729 17.39766493835266 4983.917342353732 296.6386581786935 150 34 34 73.96214129962027 57 True False 2021qug 330.63523333333336 -16.760091666666668 SNIIn 0.057 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 330.63523333333336 -16.760091666666668 TNS 2021qug ZTF21abhibro 2021qug SNIIn 0.057 0.2438467468423724 0.4765384220618962 0.29908776693831385 0.3562496232161081 0.4765384220618962 0.6051339531361961 58.31042718403718 58.31042718403718 15.651714115583086 15.651714115583086 59446.35638889996 59379.39783560019 17.22129772774183 17.40909897871698 17.22129772774183 1.8767712755213508 1.9837902788768433 3.424983145845909 330.63615974 -16.76043557 0.004910373077132046 18.172330874943732 18.678831717205046 18.450872065281867 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.9837902788768433 3.424983145845909 330.63615974 -16.76043557 0.004910373077132046 18.172330874943732 18.678831717205046 18.450872065281867 1.0 False False 0.3 0.7 1.5 0.02 8 3 66.95855329977348 3.424983145845909 1.9837902788768433 0.2279596519231788 1.726484488967766 1.2697327384880666 1.2295743375400363 False 0.057 Inputed -19.821317690208826 -19.633516439233677 """""" """""" """"""
-0.008509904966084626 0.4211613850853678 -23.307514461513552 18.51751521997299 3900.142013468114 334.07713384610264 76 37 37 74.8129745000042 53 True True 2019vdl 142.38251041666 44.422211305555 SNII 0.025 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 142.38251041666 44.422211305555 TNS 2019vdl ZTF19actnwtn 2019vdl SNII 0.025 0.6142683643745102 0.865640776423291 0.6744093148752128 0.7363231191110415 0.865640776423291 1.0025773451133801 100.24348869657364 100.24348869657364 -25.430514196569433 -25.430514196569433 58827.446330999956 58805.510937499814 18.2521496652532 18.840965240145138 18.2521496652532 0.8935479996233177 5.595769272173602 8.117841104487525 142.383794527271 44.4242713439635 0.0011129703874089847 13.66342766034186 14.697088056607246 13.983869365406036 1.0 """""" """""" """""" """""" 8 False True all False False 0 1.3709544080283087 0.8244647970864089 142.38250032 44.42244021 0.0020467209099651607 18.61025926284194 15.20749699549675 18.570235024493932 1.0 False False 0.3 0.7 1.5 0.02 8 3 21.9353935001418 8.117841104487525 5.595769272173602 0.7132186912012095 1.4507104760118634 -4.143877183537892 -4.268280299847163 False 0.025 Inputed -16.98403510565454 -16.395219530762603 """""" """""" """"""
-0.12161282827999398 0.2611649271657338 -10.486007516098233 17.347485775663525 4060.015231564589 169.11670765886652 21 16 16 63.953634299803525 53 True True 2019agm 249.19 18.687489 SNIa 0.037 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 249.19 18.687489 TNS 2019agm ZTF19aafncsv 2019agm SNIa 0.037 0.5215466282394523 1.023816486510409 0.636555557030519 0.7583823754288801 1.023816486510409 1.3207042679278338 15.59034957316479 15.59034957316479 48.36328472663874 48.36328472663874 58526.5403355998 58511.50395830022 16.98319893866952 18.154970319264304 16.98319893866952 1.614503373113078 4.068689425602622 5.443547943168594 249.1889170623895 18.6885998934903 0.00126961275012194 14.745268513944149 15.6177467100811 15.044215632863043 0.99 """""" """""" """""" """""" 0 False True all False False 0 4.068689425602622 5.443547943168594 249.1889170623895 18.6885998934903 0.00126961275012194 14.745268513944149 15.6177467100811 15.044215632863043 0.99 False False 0.3 0.7 1.5 0.02 8 3 15.036377299576998 5.443547943168594 4.068689425602622 0.5735310772180569 1.3379118860521872 -2.5372236091832043 -1.9389833058064774 False 0.037 Inputed -19.110734260581594 -17.93896287998681 """""" """""" """"""
-0.12284185237984177 0.32169414289835135 -8.998778639083625 19.281758727117587 5595.747881687119 97.32058738217395 56 18 18 30.00605330010876 49 True False 2020bdx 105.29489583333333 36.059891666666665 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 105.29489583333333 36.059891666666665 TNS 2020bdx ZTF20aahubwe 2020bdx SNIa 0.09 0.045952844548004634 0.7634579992241619 0.19836867716024642 0.3678065790301943 0.7634579992241619 1.2457920039779111 11.230755097541115 11.230755097541115 18.775298202567647 18.775298202567647 58884.17013890017 58873.173240699805 18.87992484781914 18.949846106516446 18.87992484781914 0.447624263765362 4.079563721841304 14.846029411737636 105.29268501 36.06360818 0.015344626880576584 16.591042823433877 18.21786298069954 17.179670669603347 1.0 """""" """""" """""" """""" 2 False True all False False 0 1.0312318940449692 10.334337061941518 105.29834303 36.05920265 0.009186403122522724 17.161212903594972 18.342591488313676 17.52916469593048 0.0 False False 0.3 0.7 1.5 0.02 8 3 10.99689820036292 14.846029411737636 4.079563721841304 1.0381923110961928 3.6391218336055076 -0.7319831258169067 -1.7002541782157934 False 0.09 Inputed -19.170459797360095 -19.10053853866279 """""" """""" """"""
-0.08239904418202115 0.1573365784121275 7.402835255705963 15.956607497945082 4375.724330455827 280.53002161701386 53 9 9 10.022002299781889 43 True True 2021msa 155.73166666666665 65.20086944444445 SNII 0.010945 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 155.73166666666665 65.20086944444445 TNS 2021msa ZTF21abbvvmf 2021msa SNII 0.010945 0.23689648935051366 0.4828547058782693 0.29511042080270933 0.3554682108231937 0.4828547058782693 0.6195542519312838 39.84577028377575 39.84577028377575 -29.82376798399386 -29.82376798399386 59363.196053199936 59353.197164400015 16.570897032935637 16.772312604814296 16.570897032935637 11.56375537700895 2.0020352472731697 2.770308492832784 155.7334991301675 65.2008317410407 0.0013666324641539163 16.680752558398545 16.914640985003114 16.745350785738232 0.9149999999999998 """""" """""" """""" """""" 0 False True all False False 0 2.0020352472731697 2.770308492832784 155.7334991301675 65.2008317410407 0.0013666324641539163 16.680752558398545 16.914640985003114 16.745350785738232 0.9149999999999998 False False 0.3 0.7 1.5 0.02 8 3 9.998888799920678 2.770308492832784 2.0020352472731697 0.1692901992648821 1.383746113664095 0.14232838018881822 0.17445375280259512 False 0.010945 Inputed -16.863878261189075 -16.662462689310416 """""" """""" """"""
-0.09984661250446714 0.2782499817018388 -21.899912609734848 18.875587642717186 4458.204725595362 246.19428568166813 15 15 15 53.952662100084126 48 True True 2020lip 339.4733958333333 9.957791666666665 SNIa 0.089 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 339.4733958333333 9.957791666666665 TNS 2020lip ZTF20abcxnjl 2020lip SNIa 0.089 0.39977212182350286 0.711412484501551 0.47306976839375636 0.5493773706793377 0.711412484501551 0.8866976472299157 6.937590650690117 6.937590650690117 47.01507144939401 47.01507144939401 59014.475486100186 58998.4499884001 18.626258652123802 18.6962781343722 18.626258652123802 2.624989917371748 0.6959482951389216 0.8522864962758244 339.47316039213 9.957839350960565 0.0002879549049097374 17.507485792646406 18.763108759374617 17.900395540766716 0.255 """""" """""" """""" """""" 0 False True all False False 0 0.6959482951389216 0.8522864962758244 339.47316039213 9.957839350960565 0.0002879549049097374 17.507485792646406 18.763108759374617 17.900395540766716 0.255 False False 0.3 0.7 1.5 0.02 8 3 16.025497700087726 0.8522864962758244 0.6959482951389216 0.862713218607901 1.2246405404379865 0.06683062500241732 -0.7258631113570857 False 0.089 Inputed -19.399400026283182 -19.329380544034784 """""" """""" """"""
-0.09015807731799266 0.8053716946616676 -1.0259867892238934 16.295324448581738 3858.354218818083 115.94294058570273 33 21 21 40.94156250031665 99 True True 2019sox 322.85299999999 2.494181 SNII 0.010918 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 322.85299999999 2.494181 TNS 2019sox ZTF19acfejbj 2019sox SNII 0.010918 0.5173772004806523 1.2890642847274378 0.6870260440142211 0.8714721671648675 1.2890642847274378 1.7797085582692276 19.311675097977776 19.311675097977776 21.629887402338873 21.629887402338873 58791.123402799945 58773.1865393999 16.1529740365137 16.566948745981723 16.1529740365137 5.883291937919465 1.585764774558575 5.916028461941913 322.85428934806 2.493160559408565 0.0005177370958583394 14.557665608386994 16.5871833825469 14.736930825476646 0.8 """""" """""" """""" """""" 2 False True all False False 0 3.0819394890530023 4.554407269784996 322.85412815 2.49475563 0.0009272759443429424 14.976016958141328 19.29021026363373 15.648339542078972 0.75 False False 0.3 0.7 1.5 0.02 8 3 17.936863400042057 5.916028461941913 1.585764774558575 1.8502525570702542 3.730709974680035 0.020234636565177766 -1.4160432110370547 False 0.010918 Inputed -17.276422657141826 -16.862447947673804 """""" """""" """"""
-0.1694250610639567 0.2296880285174836 -8.279155792690892 16.60801895535839 5762.080509487812 72.84089647343782 65 50 50 56.087916700169444 35 True True 2021hmc 148.62745833333332 53.169086111111106 SNIa 0.025136 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 148.62745833333332 53.169086111111106 TNS 2021hmc ZTF18acsremz 2021hmc SNIa 0.025136 0.03462848639131266 1.057655174769934 0.24028127785547326 0.4769537777767674 1.057655174769934 1.8105276681669906 14.54937546340674 14.54937546340674 41.538541236762704 41.538541236762704 59316.324201399926 59302.17817129986 16.132593497615545 16.132593497615545 16.231805645436914 10.966945041179198 1.8023215632007898 0.39420967511129135 148.627364920514 53.169180213184404 0.00013638413955230355 14.422682908609808 15.277884241289794 14.693879802221954 0.6399999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.8023215632007898 0.39420967511129135 148.627364920514 53.169180213184404 0.00013638413955230355 14.422682908609808 15.277884241289794 14.693879802221954 0.6399999999999999 False False 0.3 0.7 1.5 0.02 8 3 14.14603010006249 0.39420967511129135 1.8023215632007898 0.58400443906784 0.218723275113684 -0.8547092563257515 -1.5379258432149605 False 0.025136 Inputed -19.01623397762092 -19.11544612544229 """""" """""" """"""
-0.05535732622210881 0.3031974044620994 -12.731783461302713 15.727632641877271 6826.630419982095 271.27939483645486 1014 65 65 74.9942708001472 79 True False 2019meh 321.82270791666 64.416439 SLSN-II 0.0935 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 321.82270791666 64.416439 TNS 2019meh ZTF19abclykm 2019meh SLSN-II 0.0935 -0.255585189170203 -0.08336019111782988 -0.21515079388121983 -0.17300434500257467 -0.08336019111782988 0.013784167691508031 44.82860746381983 44.82860746381983 30.165663336327377 30.165663336327377 58699.43611110002 58663.43332180008 15.117018118287524 15.117018118287524 15.393034392825658 0.6004783633570593 1.7360446505030986 0.0620165332104541 321.82272129 64.41645523 0.00035046784960668376 15.778738634681702 16.372502740859986 16.014210581970215 0.02 """""" """""" """""" """""" 0 False True all False False 0 1.7360446505030986 0.0620165332104541 321.82272129 64.41645523 0.00035046784960668376 15.778738634681702 16.372502740859986 16.014210581970215 0.02 False False 0.3 0.7 1.5 0.02 8 3 36.0027892999351 0.0620165332104541 1.7360446505030986 0.3582921588897712 0.03572289064828025 1.255484622572462 0.6211761891445562 False 0.0935 Inputed -22.741808566310574 -23.017824840848707 """""" """""" """"""
-0.1358114235194377 0.3619546109857458 -8.326917160440903 18.537051226759075 5381.04488877665 199.2115315222153 24 8 8 25.021689800079912 60 True True 2020lht 184.3158333333333 5.2011111111111115 SNIa 0.076 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 184.3158333333333 5.2011111111111115 TNS 2020lht ZTF20abcqkts 2020lht SNIa 0.076 0.029838706908826396 0.33981119245761704 0.10137937111021245 0.17678619710760657 0.33981119245761704 0.5201989366321413 15.162937997708395 15.162937997708395 9.858751802371517 9.858751802371517 59014.19987270003 58998.19271990005 18.302741410682295 18.302741410682295 18.394028842609124 1.5142787482122992 1.953298428762141 2.348547581625186 184.3161933074885 5.201656157762811 0.0033868255208820974 18.050068384264705 19.100656258282662 18.41661938429415 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 0.8905995812896975 184.315733925167 5.2013378277462 0.05068883935665425 24.302746038992407 25.02992104066372 24.76771545362234 0.95 False False 0.3 0.7 1.5 0.02 8 3 16.007152799982578 2.348547581625186 1.953298428762141 0.6840368739885108 1.2023495985267982 0.7979148476003672 0.02259054168502672 False 0.076 Inputed -19.282614441823572 -19.373901873750402 """""" """""" """"""
-0.2036252588955324 0.19729802100479116 -7.995726560432648 18.221984977533896 5432.303635713563 133.56589586242714 56 33 33 59.89496530033648 68 True False 2020aajo 107.81362499999999 26.436880555555557 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 107.81362499999999 26.436880555555557 TNS 2020aajo ZTF20acrqeje 2020aajo SNIa 0.06 0.041803994496845576 0.5332189921222579 0.15089312857106663 0.26880635101470673 0.5332189921222579 0.8396261386144488 12.994217806303338 12.994217806303338 46.90074749403314 46.90074749403314 59184.43605320016 59171.416828699876 17.69630178796816 17.69630178796816 17.811276114332518 2.6400214332819276 2.4421047649011838 2.685383280249556 107.81312188 26.43747509 0.0020009138536766224 16.827111137843133 18.005588973808287 17.2106075053215 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.4421047649011838 2.685383280249556 107.81312188 26.43747509 0.0020009138536766224 16.827111137843133 18.005588973808287 17.2106075053215 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.019224500283599 2.685383280249556 2.4421047649011838 0.7949814684867853 1.099618377902889 0.3092871858401267 -0.6006686090110165 False 0.06 Inputed -19.344224866865282 -19.45919919322964 """""" """""" """"""
-0.23154682792306885 0.17954981702987738 -5.815339496183001 18.683626328863962 6200.954532967849 134.66636539632316 45 21 21 38.018483800347894 38 True True 2020pl 16.237109583333 19.463517527777 SNII 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 16.237109583333 19.463517527777 TNS 2020pl ZTF20aaeoqqd 2020pl SNII 0.05 -0.15100670245702474 0.2659805717682282 -0.058818039176774306 0.041097016776461714 0.2659805717682282 0.5276160594032753 7.604323241966576 7.604323241966576 30.41416055838132 30.41416055838132 58862.10965280002 58856.10664349981 17.963607800319295 17.963607800319295 18.265120023129548 1.860341957171069 2.4487263095284044 4.400203941322797 16.237420990689998 19.462331038322652 0.0006593909977368195 14.92699570414424 16.127846965291504 15.357889764039516 0.975 """""" """""" """""" """""" 0 False True all False False 0 2.4487263095284044 4.400203941322797 16.237420990689998 19.462331038322652 0.0006593909977368195 14.92699570414424 16.127846965291504 15.357889764039516 0.975 False False 0.3 0.7 1.5 0.02 8 3 6.003009300213307 4.400203941322797 2.4487263095284044 0.7699572012519873 1.796935788291597 -1.8357608350277914 -2.9072302590900314 False 0.05 Inputed -18.489418608045728 -18.79093083085598 """""" """""" """"""
-0.02100101046820519 0.22465899398203593 1.6699439264756193 18.919621910500545 3794.430119070977 162.24672459821724 28 21 21 73.81172459991649 53 True True 2019arl 221.75866708333 11.654511 SNII 0.029 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 221.75866708333 11.654511 TNS 2019arl ZTF19aailvhf 2019arl SNII 0.029 0.5127923731837285 1.0365938455616153 0.6322744196892565 0.7591516329711361 1.0365938455616153 1.348361834395856 93.70952760997538 93.70952760997538 -19.897803010058894 -19.897803010058894 58543.45989579987 58522.5203009001 18.762147162035596 19.105323210030534 18.762147162035596 0.9234127675322675 2.960987257143921 0.9586215107196631 221.7588541435795 11.6547042445514 0.0011590344346107395 15.914428144580125 17.179981222577094 16.344899542664287 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.960987257143921 0.9586215107196631 221.7588541435795 11.6547042445514 0.0011590344346107395 15.914428144580125 17.179981222577094 16.344899542664287 1.0 False False 0.3 0.7 1.5 0.02 8 3 20.939594899769872 0.9586215107196631 2.960987257143921 0.8350816799128076 0.3237506370237879 -1.9253419874534394 -2.4172476193713095 False 0.029 Inputed -16.79849538008413 -16.455319332089193 """""" """""" """"""
-0.13690970061842817 0.48274971665703165 -4.680415553347639 18.640812583865024 5641.696848138597 187.26747491568904 37 18 18 26.0415856000036 40 True True 2021jup 125.87247083333331 2.355322222222222 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 125.87247083333331 2.355322222222222 TNS 2021jup ZTF21aavodtn 2021jup SNIa 0.1 -0.05613875571854976 0.254420040807787 0.015062887554098126 0.09043801157953624 0.254420040807787 0.43729406513320157 13.638603089521517 13.638603089521517 12.402982510482083 12.402982510482083 59329.17473379988 59316.17496530013 18.379664387417147 18.379664387417147 18.505888526047965 0.3121353560597019 2.581826455729121 5.404010105467998 125.873960053889 2.355520492519565 0.002438326380674316 16.315300248246192 17.04918721675992 16.607162449235915 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.581826455729121 5.404010105467998 125.873960053889 2.355520492519565 0.002438326380674316 16.315300248246192 17.04918721675992 16.607162449235915 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.999768499750644 5.404010105467998 2.581826455729121 0.44202476752400344 2.0930957979287874 -1.330477170657229 -1.89872607681205 False 0.1 Inputed -19.777853572422963 -19.90407771105378 """""" """""" """"""
-0.06015719624062553 0.29924563114904557 -23.25469654474691 18.93951739218913 4831.224173662591 332.90179163520395 13 13 13 50.956539400387555 24 True True 2019vqm 203.07661249999995 7.940466666666667 SNIa 0.0236 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 203.07661249999995 7.940466666666667 TNS 2019vqm ZTF19acvdzfq 2019vqm SNIa 0.0236 0.2324376907021275 0.4367606112218496 0.28121409529661534 0.33150310487129175 0.4367606112218496 0.5485030626221707 1.7177748253153489 1.7177748253153489 49.23876457507221 49.23876457507221 58835.483576400205 58830.566736099776 18.28187354707044 19.001897519512635 18.28187354707044 3.8174992046941996 2.5366235636185857 1.304749636522223 203.07629278536598 7.94064298775559 0.0009188355063433074 15.965544619998932 17.04068659225583 16.374581282471418 0.99 """""" """""" """""" """""" 0 False True all False False 0 2.5366235636185857 1.304749636522223 203.07629278536598 7.94064298775559 0.0009188355063433074 15.965544619998932 17.04068659225583 16.374581282471418 0.99 False False 0.3 0.7 1.5 0.02 8 3 4.916840300429612 1.304749636522223 2.5366235636185857 0.6661053097844132 0.5143647071782895 -1.9612109272568041 -1.9072922645990218 False 0.0236 Inputed -16.828407402245396 -16.1083834298032 """""" """""" """"""
-0.048082843185204026 0.37860075404872157 -30.767410412263654 16.85898122515805 6516.544909252855 141.81482484704532 110 62 62 73.93637729994953 62 True False 2019vsr 30.490499999999 44.808949999999 SNII 0.027 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 30.490499999999 44.808949999999 TNS 2019vsr ZTF19acwrrvg 2019vsr SNII 0.027 0.007406680792577447 0.454461577133106 0.10725953733608407 0.21476568956188657 0.454461577133106 0.7301981866201253 -9.623182294316447 -9.623182294316447 83.55955959426598 83.55955959426598 58820.16140050022 58819.217164400034 16.631859858767076 16.631859858767076 16.769282892210192 5.2304556824029556 2.7242223381457937 0.13647715217834525 30.49054735 44.80893243 0.0014038042641827397 16.41931461546421 16.604309865379335 16.360542478203772 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.7242223381457937 0.13647715217834525 30.49054735 44.80893243 0.0014038042641827397 16.41931461546421 16.604309865379335 16.360542478203772 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.9442361001856625 0.13647715217834525 2.7242223381457937 0.2437673871755628 0.050097655491378366 -0.027549993387740557 -0.40874041400642014 False 0.027 Inputed -18.635107236978 -18.772530270421118 """""" """""" """"""
-0.10882901334872674 0.18058310736502198 -4.842603830762203 17.89063076165426 5543.734563836195 126.43698394671462 115 70 70 42.04494210006669 96 True True 2021jtt 145.31855 35.884055555555555 SNII 0.023393 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 145.31855 35.884055555555555 TNS 2021jtt ZTF21aavoqpl 2021jtt SNII 0.023393 -0.015538246271390221 0.48631697245764016 0.09496818110389071 0.2150411377066348 0.48631697245764016 0.8035612107936672 14.864965181000233 14.864965181000233 27.17997691906646 27.17997691906646 59323.17975689983 59319.199282399844 17.35608651846586 17.35608651846586 17.398913140345474 3.5821871703459145 8.328445995451382 6.105297967384176 145.319062312882 35.8824112204887 0.0005872741329294717 12.165498717907667 13.185716474877596 12.566285696601271 1.0 """""" """""" """""" """""" 3 False True all False False 0 1.6867540630360807 0.6047058575822576 145.31843682 35.88391482 0.001743097291999729 17.925399412876367 14.513317945277691 17.783285705202818 1.0 False False 0.3 0.7 1.5 0.02 8 3 3.9804744999855757 6.105297967384176 8.328445995451382 0.6194307782763246 0.7330656848490836 -4.170370043588266 -4.832627443744203 False 0.023393 Inputed -17.692124242754414 -17.734950864634026 """""" """""" """"""
-0.1370996577835711 0.2834247662200902 -6.291174745823493 19.084458158185665 5928.100688694329 101.44127709520963 51 35 35 43.99543979996815 31 True True 2021hok 157.39075416666665 10.503975 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 157.39075416666665 10.503975 TNS 2021hok ZTF21aarmjai 2021hok SNIa 0.1 -0.07221440688010006 0.5516527002881624 0.06069264699027599 0.20819227525339912 0.5516527002881624 0.9685430360603675 10.9063331365817 10.9063331365817 33.08910666338645 33.08910666338645 59314.23304399988 59306.23182869982 18.643450284153165 18.643450284153165 18.76516627038966 0.8590520096760847 0.946852015833773 1.086178384479175 157.39072482493998 10.5036746662667 0.01651319360846404 22.081444723724125 22.420064858517648 22.380446843479874 0.39999999999999997 """""" """""" """""" """""" 0 False True all False False 0 0.946852015833773 1.086178384479175 157.39072482493998 10.5036746662667 0.01651319360846404 22.081444723724125 22.420064858517648 22.380446843479874 0.39999999999999997 False False 0.3 0.7 1.5 0.02 8 3 8.001215300057083 1.086178384479175 0.946852015833773 0.03961801503777451 1.1471469314269926 3.7766145743644834 3.615280573090214 False 0.1 Inputed -19.518575828081268 -19.640291814317763 """""" """""" """"""
-0.10039575414024901 0.3236923095359269 -8.685032554153047 18.71858998716973 5259.8529318784285 104.16658441066454 35 21 21 34.05877310037613 31 True False 2021hlp 158.42058333333333 -3.7066611111111114 SNIa 0.065 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 158.42058333333333 -3.7066611111111114 TNS 2021hlp ZTF21aardybv 2021hlp SNIa 0.065 0.12225038389945553 0.8189655485004721 0.27213821505224445 0.4374164884699425 0.8189655485004721 1.2777264113453946 6.650435117658276 6.650435117658276 27.408337982717853 27.408337982717853 59308.27018520003 59304.16987269977 18.48529436076713 18.48529436076713 18.500947258246743 1.90401940005021 2.7471966221973587 0.9722423048297649 158.42033931 -3.70654433 0.0007927314275641972 15.604995504033566 16.304717755913735 15.892857396841048 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.7471966221973587 0.9722423048297649 158.42033931 -3.70654433 0.0007927314275641972 15.604995504033566 16.304717755913735 15.892857396841048 1.0 False False 0.3 0.7 1.5 0.02 8 3 4.10031250026077 0.9722423048297649 2.7471966221973587 0.41186035907268703 0.3539034290352731 -2.180576604853396 -2.608089861405695 False 0.065 Inputed -18.83084525071466 -18.84649814819427 """""" """""" """"""
-0.2141659789406271 0.22761510495562035 -9.471680673536998 18.250845093959928 5413.565944190267 123.46659826854233 53 31 31 61.9774306002073 56 True True 2021fbc 214.66593749999998 19.74835277777778 SNIa 0.057 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 214.66593749999998 19.74835277777778 TNS 2021fbc ZTF21aaoexgy 2021fbc SNIa 0.057 0.07054790914425979 0.6202704833747354 0.19148496719876107 0.32296045693322384 0.6202704833747354 0.9684935298354098 10.597933305613696 10.597933305613696 51.379497294593605 51.379497294593605 59291.49883100018 59278.340208299924 17.740545405624836 17.740545405624836 17.924143239388773 4.18608565237657 2.660521951953984 4.689766763274568 214.666025355206 19.74965286388 0.010913100774323614 18.43114081247747 19.54992521547794 18.741683040459158 0.7833333333333334 """""" """""" """""" """""" 0 False True all False False 0 2.660521951953984 4.689766763274568 214.666025355206 19.74965286388 0.010913100774323614 18.43114081247747 19.54992521547794 18.741683040459158 0.7833333333333334 False False 0.3 0.7 1.5 0.02 8 3 13.158622700255364 4.689766763274568 2.660521951953984 0.8082421750187834 1.7627243255144849 1.8093798098531053 0.8175398010703852 False 0.057 Inputed -19.118472178561884 -19.30207001232582 """""" """""" """"""
-0.15468546232197988 0.2967309313112553 -8.818685285963898 19.063737237580884 5437.461260911602 128.15904586709337 22 12 12 30.05844909977168 42 True True 2021mqi 192.34619166666664 -4.12571111111111 SNIa 0.075 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 192.34619166666664 -4.12571111111111 TNS 2021mqi ZTF21abbewsz 2021mqi SNIa 0.075 0.05305160739183634 0.5728333324350032 0.16789204499482935 0.2923993620438665 0.5728333324350032 0.8996269270508535 10.054547311874185 10.054547311874185 20.003901787897494 20.003901787897494 59359.21009259997 59348.19105320005 18.71147035149305 18.785838175939233 18.71147035149305 2.0627927121376315 1.0924250294548428 4.749554673161325 192.3474955555865 -4.1259331052144255 0.0010195364053375844 16.107682175215484 17.459940764429568 16.555611802722215 0.93 """""" """""" """""" """""" 0 False True all False False 0 1.0924250294548428 4.749554673161325 192.3474955555865 -4.1259331052144255 0.0010195364053375844 16.107682175215484 17.459940764429568 16.555611802722215 0.93 False False 0.3 0.7 1.5 0.02 8 3 11.019039399921894 4.749554673161325 1.0924250294548428 0.9043289617073533 4.347716818179746 -1.325897411509665 -2.1558585487708335 False 0.075 Inputed -18.935931071860416 -18.86156324741423 """""" """""" """"""
-0.16068000193044976 0.32097131495389886 -7.28637722269489 19.183364292040395 5213.495281637155 211.93215406091656 36 19 19 31.954513899981976 88 True True 2021vio 263.52544583333326 8.512883333333333 SNIa 0.093 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 263.52544583333326 8.512883333333333 TNS 2021vio ZTF21abrgdug 2021vio SNIa 0.093 0.06387370385966307 0.36071157886827976 0.13274615546314905 0.20509067589050645 0.36071157886827976 0.5318164306061526 8.826642328753675 8.826642328753675 23.1278715712283 23.1278715712283 59443.23211809993 59434.19156249985 18.854203036253068 18.94918785386302 18.854203036253068 0.5824165386758524 2.5029662088379605 1.3086423059150591 263.5256552825525 8.512584614228505 0.002174058507011245 17.132255279912947 17.92411962709427 17.400313454236986 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.5029662088379605 1.3086423059150591 263.5256552825525 8.512584614228505 0.002174058507011245 17.132255279912947 17.92411962709427 17.400313454236986 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 9.040555600076914 1.3086423059150591 2.5029662088379605 0.5238061728572845 0.5228365853658951 -1.0250682267687488 -1.4538895820160818 False 0.093 Inputed -19.268767091655533 -19.173782274045582 """""" """""" """"""
-0.1616139094229643 0.3377332861889427 -6.9078586120591385 17.802987807859413 5749.988751209251 177.58190437344427 21 10 10 38.77997690020129 54 True False 2019jf 129.06163749999 -5.350561583333 SNIa 0.041382 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 129.06163749999 -5.350561583333 TNS 2019jf ZTF19aabvfwn 2019jf SNIa 0.041382 -0.06273553392903963 0.2650652308588164 0.012056192684852363 0.09148117688138768 0.2650652308588164 0.459765156448956 15.608480944893552 15.608480944893552 23.17149595530774 23.17149595530774 58503.24574070005 58487.44601849979 17.458397612912673 17.458397612912673 17.709824724982752 1.5324220840509322 3.614884024939598 11.445376515770478 129.05848712 -5.35108041 0.0031190680139348004 15.076364937663078 16.1016945032835 15.332587816512584 0.95 """""" """""" """""" """""" 3 False True all False False 0 3.3709274616681175 2.8791231941339266 129.06151858 -5.34977064 0.005199995790758027 17.364851152396202 19.84308591682911 18.618835191369058 0.99 False False 0.3 0.7 1.5 0.02 8 3 15.799722200259566 11.445376515770478 3.614884024939598 0.7691066867709164 3.166180833688495 -1.3567031096291728 -2.3772369084701683 False 0.041382 Inputed -18.629461660618382 -18.88088877268846 """""" """""" """"""
-0.18428867103024768 0.2513659930256229 -5.291572355377583 18.39763074460685 4993.662343748176 109.56284867601192 17 17 17 50.02671300014481 67 True True 2018ktx 219.38939916666 8.0788894999999 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 219.38939916666 8.0788894999999 TNS 2018ktx ZTF18aczemzj 2018ktx SNIa 0.05 0.14750061923925983 0.8144858966772333 0.29214219374282635 0.45082464399524014 0.8144858966772333 1.2478095257374875 10.206821814820188 10.206821814820188 39.81989118532462 39.81989118532462 58480.52370369993 58472.5181481 18.06209310270317 18.06209310270317 18.073293726682774 1.4272507108099006 2.215416963230749 7.581243322900353 219.38729161029 8.07860533560737 0.00095347835124171 14.654548104827999 15.782402242398263 15.03920645980358 0.975 """""" """""" """""" """""" 0 False True all False False 0 2.215416963230749 7.581243322900353 219.38729161029 8.07860533560737 0.00095347835124171 14.654548104827999 15.782402242398263 15.03920645980358 0.975 False False 0.3 0.7 1.5 0.02 8 3 8.005555599927902 7.581243322900353 2.215416963230749 0.7431957825946824 3.4220390331599715 -2.279690860304907 -3.034087266879194 False 0.05 Inputed -18.6812449044925 -18.692445528472106 """""" """""" """"""
-0.011100545365173842 0.23629683602751841 -3.6341174329702404 18.529914144175766 4748.00051443768 192.7011169000476 78 29 29 73.84106489969417 60 True True 2019ceg 246.96516208333 62.692379749999 SNII 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 246.96516208333 62.692379749999 TNS 2019ceg ZTF19aaniore 2019ceg SNII 0.03 0.17959882438103136 0.5365149520037171 0.26193299775277623 0.34874142831026234 0.5365149520037171 0.744476161525359 145.1972864573566 145.1972864573566 -71.35622155766242 -71.35622155766242 58586.34956019977 58567.48172450019 18.401788955245806 18.41394841378574 18.401788955245806 2.9946476831704314 3.9755380191717777 19.08718522973877 246.954074032361 62.69088512238655 0.002420970196160943 13.627631605881453 15.352129923701286 14.021543462125063 0.9400000000000001 """""" """""" """""" """""" 11 True True all False False 0 0.7 3.5928360962929156 246.963276501931 62.69188204480385 0.2439986091943136 24.29704435162544 19.466665119211672 18.910388017969133 0.51 False False 0.3 0.7 1.5 0.02 8 3 18.86783569958061 19.08718522973877 3.9755380191717777 1.3305864615762228 4.801157764733236 -3.0618184900844536 -4.380245493120743 False 0.03 Inputed -17.233008498379522 -17.22084903983959 """""" """""" """"""
-0.5830459838882067 0.3528894141482312 0.006035077808290809 17.49573564595792 6214.8660575848335 241.4636272524277 123 29 29 12.00300920009613 31 True True 2019osp 240.26751583333 59.257318388888 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 240.26751583333 59.257318388888 TNS 2019osp ZTF19abrhdui 2019osp CV 0.0 -0.20381256239974377 0.002067592210369895 -0.15580374846649647 -0.1055392228955725 0.002067592210369895 0.11964232800281849 2.7988586318645554 2.7988586318645554 9.204150568231576 9.204150568231576 58719.2958217999 58718.2894791998 17.150863647655388 17.150863647655388 17.258420784376057 4.9999020852599765 0.662195310402784 0.13615982330854245 240.267442694788 59.2573241085159 0.009088928900786164 22.592348833677768 22.614221434600353 22.746991945903897 0.12142857142857143 """""" """""" """""" """""" 0 False True all False False 0 0.662195310402784 0.13615982330854245 240.267442694788 59.2573241085159 0.009088928900786164 22.592348833677768 22.614221434600353 22.746991945903897 0.12142857142857143 False False 0.3 0.7 1.5 0.02 8 3 1.0063426000997424 0.13615982330854245 0.662195310402784 -0.13277051130354423 0.20561882751136137 5.4633577869449645 5.48857116152784 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.09936416513572577 0.4130246528030779 -12.822875952437638 18.9343799869229 5851.860690367585 168.38248952512123 35 23 23 49.91608799993992 36 True True 2021fos 214.45497916666662 5.112008333333333 SNIa 0.081 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 214.45497916666662 5.112008333333333 TNS 2021fos ZTF21aapkkgx 2021fos SNIa 0.081 -0.03709553718362457 0.3181551664267488 0.04360038334371552 0.12954187565725306 0.3181551664267488 0.5308395427367643 3.0294744524573964 3.0294744524573964 46.886613547482526 46.886613547482526 59297.35390050011 59290.400613400154 18.50165682084308 18.50165682084308 18.70107717195981 0.9941533853458766 1.7496072404430834 3.555515440731416 214.45420991412152 5.1113851262200996 0.006074886466836293 18.58327869637847 19.41912675535798 18.90321827623248 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.7496072404430834 3.555515440731416 214.45420991412152 5.1113851262200996 0.006074886466836293 18.58327869637847 19.41912675535798 18.90321827623248 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 6.953287099953741 3.555515440731416 1.7496072404430834 0.5159084791254998 2.0321791991618596 0.917469934514898 0.20214110427266974 False 0.081 Inputed -19.11630618668951 -19.31572653780624 """""" """""" """"""
-0.1695440683002003 0.36297111484732136 -5.254280821784511 19.11764978259648 4937.189060520583 173.08087754032402 85 45 45 22.998854100238532 74 True True 2020roc 10.095849999999999 29.566208333333336 SNIa 0.07427 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 10.095849999999999 29.566208333333336 TNS 2020roc ZTF20abswjae 2020roc SNIa 0.07427 0.13761048569131518 0.5288319994498316 0.22698359191588935 0.32181177150617657 0.5288319994498316 0.7608015091090721 11.742790993660144 11.742790993660144 11.256063106578388 11.256063106578388 59086.398263900075 59075.37858799985 18.79686113671349 18.9800435775898 18.79686113671349 0.3530210568123192 1.2115470691439423 0.15011416812348466 10.09581028880015 29.56623169411985 0.0003678630419553519 16.784671542322634 18.0276385306406 17.239383700227737 0.9400000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.2115470691439423 0.15011416812348466 10.09581028880015 29.56623169411985 0.0003678630419553519 16.784671542322634 18.0276385306406 17.239383700227737 0.9400000000000001 False False 0.3 0.7 1.5 0.02 8 3 11.019675900228322 0.15011416812348466 1.2115470691439423 0.788254830412864 0.12390287752464514 -0.9524050469491989 -1.557477436485751 False 0.07427 Inputed -18.828949764066664 -18.645767323190352 """""" """""" """"""
-0.1237405981268415 0.30076670592833454 -5.659071235365252 19.992139166598726 5805.40676253399 193.59431450365082 23 8 8 17.03219909965992 26 True True 2020kaj 203.70356666666663 28.40248611111111 SNIa 0.14 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 203.70356666666663 28.40248611111111 TNS 2020kaj ZTF20aazhzen 2020kaj SNIa 0.14 -0.08728851934067805 0.20439890209470946 -0.02026430822564862 0.050585974542528334 0.20439890209470946 0.37546936636513806 9.032428717180963 9.032428717180963 7.999770382478957 7.999770382478957 58985.205023100134 58980.22270830022 19.62306160481469 19.62306160481469 19.671914719520277 4.832698555858726 0.7287642497206048 0.6887247228462963 203.703431715516 28.402636141635803 0.0074774770181070815 21.830916057813464 22.65653764452994 22.15621897669196 0.7 """""" """""" """""" """""" 0 False True all False False 0 0.7287642497206048 0.6887247228462963 203.703431715516 28.402636141635803 0.0074774770181070815 21.830916057813464 22.65653764452994 22.15621897669196 0.7 False False 0.3 0.7 1.5 0.02 8 3 4.982314799912274 0.6887247228462963 0.7287642497206048 0.5003186678379805 0.9450583273127641 3.03347603971525 2.484304257171683 False 0.14 Inputed -19.35961214828848 -19.408465262994067 """""" """""" """"""
-0.313246477305617 0.16411798904440522 -7.127210156100432 17.50432988774912 4746.836479534584 305.71845995656724 40 27 27 71.99987270031124 68 True True 2019cdc 212.20473499999 35.614274083333 SNIa 0.02777 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 212.20473499999 35.614274083333 TNS 2019cdc ZTF19aanhgqg 2019cdc SNIa 0.02777 0.18687512945842144 0.4041385807166833 0.23850926983062237 0.29190133782072536 0.4041385807166833 0.5239581861191596 6.720296715126737 6.720296715126737 65.27957598518451 65.27957598518451 58575.356030100025 58567.277685199864 16.997214026264192 17.030257861366433 16.997214026264192 9.955263823605666 4.24742937502002 12.520925301779469 212.2008013570545 35.612906556067045 0.0012236060849135644 13.550826547340751 14.751549258406758 13.921491202968955 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 4.24742937502002 12.520925301779469 212.2008013570545 35.612906556067045 0.0012236060849135644 13.550826547340751 14.751549258406758 13.921491202968955 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 8.078344900161028 12.520925301779469 4.24742937502002 0.830058055437803 2.947883106760416 -2.278708602959675 -3.075722823295237 False 0.02777 Inputed -18.468653590556865 -18.435609755454625 """""" """""" """"""
-0.09975843793438588 0.5033044788895691 -9.487081461275956 18.7363683420021 6001.517278654807 75.8086959361382 74 58 58 47.83446760009974 83 True True 2020kbq 258.5980333333333 30.98672777777778 SNIa 0.12 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 258.5980333333333 30.98672777777778 TNS 2020kbq ZTF20aazooyu 2020kbq SNIa 0.12 -0.005453258340359923 0.9385297604145748 0.1856480648809118 0.40463633288709033 0.9385297604145748 1.624930883828167 13.401832844289345 13.401832844289345 34.4326347558104 34.4326347558104 59000.41532409983 58984.40863429988 18.384166306372865 18.384166306372865 18.50345468893658 0.7780783621201534 1.4185652758374896 0.41236463826855224 258.597978717871 30.9868323172996 0.0014996316132184218 18.19712873581767 18.902762160389422 18.576723588545324 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.4185652758374896 0.41236463826855224 258.597978717871 30.9868323172996 0.0014996316132184218 18.19712873581767 18.902762160389422 18.576723588545324 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.006689799949527 0.41236463826855224 1.4185652758374896 0.3260385718440979 0.2906913381374722 0.5185958540165565 0.07326889960874539 False 0.12 Inputed -20.184988636817938 -20.30427701938165 """""" """""" """"""
-0.16465589382180607 0.14030702178327334 -17.096152132719656 18.196649095023638 4922.183588829421 172.34459845141635 57 33 33 67.0018402999267 47 True False 2021akj 83.47019999999999 64.61999722222221 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 83.47019999999999 64.61999722222221 TNS 2021akj ZTF21aaespww 2021akj SNIa 0.05 0.24962563552365324 0.6720688981616121 0.3462459732786094 0.4486804465140857 0.6720688981616121 0.9221009343270836 16.916026893937126 16.916026893937126 50.08581340598957 50.08581340598957 59249.30589119997 59227.22114579985 17.754839704899567 17.89193871170892 17.754839704899567 1.165386039600384 1.058995786945885 1.8118594161714652 83.47069251 64.61954034 0.005266566994761801 19.92698145070076 20.2651960811615 20.142172177886962 0.6699999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.058995786945885 1.8118594161714652 83.47069251 64.61954034 0.005266566994761801 19.92698145070076 20.2651960811615 20.142172177886962 0.6699999999999999 False False 0.3 0.7 1.5 0.02 8 3 22.084745400119573 1.8118594161714652 1.058995786945885 0.12302390327453594 1.7109222137670805 2.3732573694525776 2.3873324729873957 False 0.05 Inputed -18.99969892627571 -18.862599919466355 """""" """""" """"""
-0.07717915075529058 0.4076254473712478 -6.497140475392664 18.99505247308438 6062.416900853353 184.11792359238638 19 13 13 32.04108799993992 71 True True 2021tst 18.73420833333333 0.12986944444444445 SNIIb 0.041487 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 18.73420833333333 0.12986944444444445 TNS 2021tst ZTF21abmxkcq 2021tst SNIIb 0.041487 -0.13334967055107327 0.1631568723301271 -0.06557815550445056 0.006309216015271346 0.1631568723301271 0.3386997648478349 8.114140602849254 8.114140602849254 23.926947397090665 23.926947397090665 59417.4209838002 59414.43728009984 18.27689872727649 18.27689872727649 18.933686351863297 2.2702614942068533 3.5823683233231747 3.075533626692823 18.73442145624945 0.13069674898300448 0.0005945731081250516 14.345652028025388 15.417928320896625 14.720023462464809 0.985 """""" """""" """""" """""" 0 False True all False False 0 3.5823683233231747 3.075533626692823 18.73442145624945 0.13069674898300448 0.0005945731081250516 14.345652028025388 15.417928320896625 14.720023462464809 0.985 False False 0.3 0.7 1.5 0.02 8 3 2.9837037003599107 3.075533626692823 3.5823683233231747 0.6979048584318157 0.8585196576994664 -2.858970406379864 -4.213662889398488 False 0.041487 Inputed -17.41115772002288 -18.06794534460969 """""" """""" """"""
-0.254433019883817 0.12991802483193288 -1.546318675534597 19.114066515907872 6046.319104076648 68.36233593197059 40 22 22 36.992523099761456 39 True True 2021ajy 169.0224583333333 54.45393055555556 SNIa 0.067496 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 169.0224583333333 54.45393055555556 TNS 2021ajy ZTF21aadzuil 2021ajy SNIa 0.067496 -0.14540449139419565 0.8211744246031962 0.04453598695510763 0.26633681545982313 0.8211744246031962 1.5559905362804827 10.534080145847105 10.534080145847105 26.45844295391435 26.45844295391435 59231.433877300005 59227.37465280015 18.654056046694343 18.654056046694343 18.90572265181962 1.1871101600068386 1.3494180012320989 2.340351822652394 169.023516895463 54.453721021796554 0.0006423904023350469 16.501923940857054 17.687792101991775 16.884136249749957 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.3494180012320989 2.340351822652394 169.023516895463 54.453721021796554 0.0006423904023350469 16.501923940857054 17.687792101991775 16.884136249749957 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 4.0592244998551905 2.340351822652394 1.3494180012320989 0.8036558522418176 1.7343416350719447 -0.9662639447025683 -2.021586402069662 False 0.067496 Inputed -18.509120159816224 -18.7607867649415 """""" """""" """"""
-0.01869716891174029 0.19279491147461617 -8.912384368227274 17.588148524979264 3367.9267735712483 392.91572092773936 102 55 55 74.92902779998258 68 True False 2020rmk 58.2335375 19.325958333333332 SNII 0.025 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 58.2335375 19.325958333333332 TNS 2020rmk ZTF20abqlmwn 2020rmk SNII 0.025 0.8213881757274102 1.0544920548277972 0.877561326167541 0.9351171263425258 1.0544920548277972 1.1797508993241443 154.0419732930414 154.0419732930414 -79.11294549305882 -79.11294549305882 59139.36545140017 59064.452673600055 17.406744208365378 18.03528918841269 17.406744208365378 0.6520961739845706 2.815892167751456 7.583005025632966 58.23133008 19.32564554 0.004185473891026192 16.4114475440979 23.64 23.27 0.5 """""" """""" """""" """""" 1 False True all False False 0 2.754840880050926 5.673977578748678 58.23259896 19.32726207 0.006610285855342846 17.481841785812378 19.557116786384583 19.703454611873628 0.8666666666666667 False False 0.3 0.7 1.5 0.02 8 3 74.91277780011296 7.583005025632966 2.815892167751456 0.370000000000001 2.6929316088435806 5.60471081158731 5.8632557916346215 False 0.025 Inputed -17.829440562542363 -17.20089558249505 """""" """""" """"""
-0.12572505398984768 0.42919413704894155 -6.5681584965076105 19.079111317113554 5547.834190876592 108.05480762208634 38 27 27 39.036307899747044 66 True True 2021haw 247.23004999999995 45.054252777777776 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 247.23004999999995 45.054252777777776 TNS 2021haw ZTF21aaqqlfw 2021haw SNIa 0.09 0.01392461284864055 0.6317803932000245 0.14719216310171035 0.2939187052699843 0.6317803932000245 1.0364515301335615 11.236298112703205 11.236298112703205 27.80000978704384 27.80000978704384 59308.385810200125 59297.30909720017 18.80161095203734 18.80161095203734 18.8920899647045 0.679544268174752 1.6997626389711056 1.7395408777555217 247.230456449915 45.054641421658005 0.004111117144261156 18.771496048515438 19.257090334939065 18.8933833371079 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.6997626389711056 1.7395408777555217 247.230456449915 45.054641421658005 0.004111117144261156 18.771496048515438 19.257090334939065 18.8933833371079 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 11.076712999958545 1.7395408777555217 1.6997626389711056 0.3637069978311658 1.023402231507156 0.45547938290172496 0.0012933724033992178 False 0.09 Inputed -19.158294680474736 -19.248773693141896 """""" """""" """"""
-0.14139952985620666 0.5584063097257659 -2.9911031791911324 17.08915710069278 5580.221301048798 254.35244804254938 52 29 29 34.99943289998919 46 True True 2021jys 135.30583333333334 10.43738888888889 SNIa 0.036 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 135.30583333333334 10.43738888888889 TNS 2021jys ZTF21aavxruq 2021jys SNIa 0.036 -0.05908480349654255 0.1621824287378928 -0.007188057852012264 0.046942137673337214 0.1621824287378928 0.287211581855491 14.117039761853121 14.117039761853121 20.882393138136067 20.882393138136067 59334.174016200006 59321.18659720011 16.907522699318314 16.907522699318314 17.01724551483617 0.7732756366300756 2.3997702115982418 2.628514643451717 135.30652039078802 10.437112207371 0.00209890226705578 16.93851061280489 17.699906932072636 17.19669086675644 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.3997702115982418 2.628514643451717 135.30652039078802 10.437112207371 0.00209890226705578 16.93851061280489 17.699906932072636 17.19669086675644 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 12.987418999895453 2.628514643451717 2.3997702115982418 0.5032160653161952 1.0953193063018862 0.7923842327543227 0.1794453519202719 False 0.036 Inputed -19.0166621707024 -19.126384986220256 """""" """""" """"""
-0.13851437460681412 0.28210548016432097 -13.407170168387754 18.030932356963074 6020.948483386448 122.80653867964196 18 10 10 44.96256950031966 133 True False 2021hbl 295.8440208333333 43.164205555555554 SNIa 0.057 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 295.8440208333333 43.164205555555554 TNS 2021hbl ZTF21aaoqvzv 2021hbl SNIa 0.057 -0.031113420992220142 0.48196172835431383 0.08139424500541992 0.20396954752920848 0.48196172835431383 0.8085958612936928 6.710210807068897 6.710210807068897 38.25235869325076 38.25235869325076 59291.50697920006 59280.525648099836 17.568906632611917 17.568906632611917 17.916038952784188 5.869881092497764 0.8176129023113428 22.62181450833655 295.84021766 43.15856723 0.35192808565188827 20.210620087242127 22.86205435590744 21.13824932756424 0.475 """""" """""" """""" """""" 16 False True all False False 0 0.8064964873971997 2.2198838860493715 295.84434346 43.16363559 0.00893841873143053 20.666712091732027 21.976089091491698 20.917570932865143 0.025 False False 0.3 0.7 1.5 0.02 8 3 10.981331100221723 0.0 0.0 0.0 0.0 6.071093367388084 5.353961047215812 True 0.057 Inputed -19.12657646516647 -19.47370878533874 """""" """""" """"""
-0.08236889123304038 0.3713765334491902 -12.275442092431977 18.46857346726573 5162.367533317079 73.1598388591403 25 15 15 38.9788311002776 51 True True 2019cdt 124.474708 65.479589 SLSN-I 0.153 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 124.474708 65.479589 TNS 2019cdt ZTF19aanesgt 2019cdt SLSN-I 0.153 0.2838551308785284 1.4774716867485012 0.5258268825586683 0.8026771448766112 1.4774716867485012 2.3469698963054704 19.71580202852833 19.71580202852833 19.263029071749273 19.263029071749273 58587.163888900075 58567.19828699995 18.31604979117397 18.409041164189166 18.31604979117397 2.2450421868556436 0.9600177493424462 0.6239842993004656 124.474926506134 65.47944128633566 0.01769214808328834 22.378812130578755 22.79872624780178 22.53133963227272 0.65 """""" """""" """""" """""" 0 False True all False False 0 0.9600177493424462 0.6239842993004656 124.474926506134 65.47944128633566 0.01769214808328834 22.378812130578755 22.79872624780178 22.53133963227272 0.65 False False 0.3 0.7 1.5 0.02 8 3 19.965601900126785 0.6239842993004656 0.9600177493424462 0.2673866155290625 0.6499716278452736 4.389685083612616 4.215289841098748 False 0.153 Inputed -20.913490486452623 -20.820499113437428 """""" """""" """"""
-0.14252705013437963 0.3860940026603689 -5.813700348159822 18.99812413422716 5475.712041360158 126.21421243703382 41 22 22 33.81300920015201 63 True True 2021vkg 316.25123749999995 -5.615052777777778 SNIa 0.093 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 316.25123749999995 -5.615052777777778 TNS 2021vkg ZTF21abrxwvv 2021vkg SNIa 0.093 0.01168141344381013 0.5250324148970194 0.12477258243005807 0.24761488085326633 0.5250324148970194 0.8493288878160925 9.800462963459259 9.800462963459259 24.01254623669275 24.01254623669275 59444.31685189996 59435.37983800005 18.59465282374458 18.59465282374458 18.9192954925416 0.9538287248401561 1.2214503357481974 1.6452705153114842 316.2514757019435 -5.615443507835855 0.0024074033703591624 18.749692440145015 19.278508520255087 19.00105475637436 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.2214503357481974 1.6452705153114842 316.2514757019435 -5.615443507835855 0.0024074033703591624 18.749692440145015 19.278508520255087 19.00105475637436 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 8.93701389990747 1.6452705153114842 1.2214503357481974 0.27745376388072884 1.3469810987473971 0.6838556965105091 0.08175926383275822 False 0.093 Inputed -19.203674635367 -19.528317304164023 """""" """""" """"""
-0.17375696877983338 0.24248616149608598 1.4302831256193462 17.450399289394383 5259.942289236491 220.61122604752595 34 10 10 4.9390392997302115 35 True True 2020ptj 218.0573208333333 28.601194444444445 SNIa 0.03112 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 218.0573208333333 28.601194444444445 TNS 2020ptj ZTF20abmoans 2020ptj SNIa 0.03112 -0.005096869987255559 0.26467558665563473 0.057616914716128065 0.12341003298764974 0.26467558665563473 0.41961760933070735 14.523301204892384 14.523301204892384 -9.584261905162172 -9.584261905162172 59053.20776619995 59048.26872690022 17.639277667423375 17.639277667423375 17.845533255391405 1.0683571626942687 1.0424840555278199 0.09456892891133374 218.0573494203835 28.6012021985071 8.824091468173645e-05 15.303568266555667 16.41957397047281 15.69348507793963 0.375 """""" """""" """""" """""" 0 False True all False False 0 1.0424840555278199 0.09456892891133374 218.0573494203835 28.6012021985071 8.824091468173645e-05 15.303568266555667 16.41957397047281 15.69348507793963 0.375 False False 0.3 0.7 1.5 0.02 8 3 4.9390392997302115 0.09456892891133374 1.0424840555278199 0.7260888925331805 0.09071498831073495 -1.219703696950564 -2.152048177451775 False 0.03112 Inputed -17.869457554400707 -18.075713142368738 """""" """""" """"""
-0.012487532627388456 0.4099097366458753 -22.290916158320556 18.21159510693047 3767.703221047458 362.4806527507898 107 43 43 73.9339004997164 76 True True 2020izc 1.2604583333333332 -7.100838888888888 SNII 0.012699 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 1.2604583333333332 -7.100838888888888 TNS 2020izc ZTF20ablqacl 2020izc SNII 0.012699 0.666967076645161 0.9034956965788368 0.7237628764803539 0.7820933738844182 0.9034956965788368 1.031458070147604 49.22822006778915 49.22822006778915 24.70568043192725 24.70568043192725 59044.45980319986 59044.35736110015 17.97676866823887 18.775909773672883 17.97676866823887 1.0321909049818023 2.374402421689958 50.398651653631326 1.27239389934092 -7.093375217787145 0.013518636662472217 13.54178252105713 13.526061790599822 13.938850690609216 0.9888888888888889 """""" """""" """""" """""" 60 False True all False False 0 1.1960836408689326 6.736853740764354 1.2604030017416399 -7.09896834632009 0.01585210258259595 18.904987290480136 17.88488419359207 17.351758540763853 0.8571428571428571 False False 0.3 0.7 1.5 0.02 8 3 0.10244209971278906 50.398651653631326 2.374402421689958 -0.41278890000939406 21.225825577519657 -5.24984798307306 -4.037917977629652 False 0.012699 Inputed -15.781762052499412 -14.982620947065397 """""" """""" """"""
-0.17550765478232688 0.3783232439953842 -4.3179483251654105 18.843296744109697 5459.545574101025 200.85878241756996 17 7 7 19.035358800087124 48 True True 2020kbg 168.45205416666664 25.746311111111112 SNIa 0.0745 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 168.45205416666664 25.746311111111112 TNS 2020kbg ZTF20aazbqvr 2020kbg SNIa 0.0745 -0.01754573853059327 0.27871524687018834 0.050821922998451896 0.12289058651939655 0.27871524687018834 0.45114850987972943 10.21871038247509 10.21871038247509 8.816648417612035 8.816648417612035 58985.19008099986 58976.19167819992 18.56685051415582 18.56685051415582 18.65257034770579 1.1777155140393316 1.0648910758389292 0.796664523842031 168.451993766511 25.74652561518355 0.00029497830591551644 16.66633047695756 17.610307981917856 16.963752375699876 0.33999999999999997 """""" """""" """""" """""" 0 False True all False False 0 1.0648910758389292 0.796664523842031 168.451993766511 25.74652561518355 0.00029497830591551644 16.66633047695756 17.610307981917856 16.963752375699876 0.33999999999999997 False False 0.3 0.7 1.5 0.02 8 3 8.998402799945325 0.796664523842031 1.0648910758389292 0.64655560621798 0.7481183211291471 -0.9565425322379646 -1.6888179720059142 False 0.0745 Inputed -18.98006555865263 -19.0657853922026 """""" """""" """"""
-0.12222523588724842 0.21350716226452593 -21.2966796801365 18.1126289059843 4032.3161562478845 166.3318202004419 25 14 14 42.96248850040138 87 True False 2019orb 265.14482333333 14.880013472222 SNIc 0.02723 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 265.14482333333 14.880013472222 TNS 2019orb ZTF19abqmsbk 2019orb SNIc 0.02723 0.6642600599194246 1.212943298917743 0.7898457230105791 0.9229046856100602 1.212943298917743 1.5376010962346633 17.285562730923395 17.285562730923395 25.676925769477982 25.676925769477982 58744.119386599865 58718.17025459977 18.045081001115214 18.11172983343242 18.045081001115214 1.6529727920384882 3.399327988295064 0.11597262242950332 265.14484923 14.87999319 0.001494742917434233 15.919692597794533 16.638005932426452 16.17381550154686 0.99 """""" """""" """""" """""" 0 False True all False False 0 3.399327988295064 0.11597262242950332 265.14484923 14.87999319 0.001494742917434233 15.919692597794533 16.638005932426452 16.17381550154686 0.99 False False 0.3 0.7 1.5 0.02 8 3 25.949132000096142 0.11597262242950332 3.399327988295064 0.46419043087959366 0.034116337943509094 -1.4737239010059682 -1.8712654995683558 False 0.02723 Inputed -17.37785312823648 -17.311204295919275 """""" """""" """"""
-0.15999656805831666 0.23858090483039918 -4.924939126688562 19.060848918488936 5454.829477870006 106.89609739645668 21 15 15 38.07537030009553 34 True True 2019ceq 197.97108791666 38.868989194444 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 197.97108791666 38.868989194444 TNS 2019ceq ZTF19aamooex 2019ceq SNIa 0.08 0.016934107321095127 0.6442112276950738 0.1520296769517202 0.30091148362460984 0.6442112276950738 1.0561145978264257 12.041112608112357 12.041112608112357 26.03425769198317 26.03425769198317 58567.295578700025 58559.28626159998 18.631090098368464 18.631090098368464 18.726521789255248 0.7619782079084074 1.1578052256133544 5.944655850570067 197.9725249552975 38.870203672626204 0.0013721047969058597 15.97472799609512 16.975736366711853 16.246235536471605 0.96 """""" """""" """""" """""" 2 False True all False False 0 0.7 3.3324639059248113 197.97010538304 38.8695104387087 0.0404403355636177 21.94911445630789 23.18049422899127 22.698592796639204 0.25 False False 0.3 0.7 1.5 0.02 8 3 8.009317100048065 5.944655850570067 1.1578052256133544 0.7295008302402479 5.134417878811049 -1.6553537316566107 -2.4802862527836425 False 0.08 Inputed -19.06341223281613 -19.158843923702914 """""" """""" """"""
-0.13549336495190317 0.5082917025482432 -6.108524373463 18.789849168934246 5120.719544881467 136.92184095366378 70 35 35 28.92912029987201 53 True False 2020pun 257.55118749999997 55.644038888888886 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 257.55118749999997 55.644038888888886 TNS 2020pun ZTF20abmxovj 2020pun SNIa 0.09 0.10460731222753594 0.6038049487164514 0.21589345862102505 0.3358507043955683 0.6038049487164514 0.9128746544879256 10.966369991976332 10.966369991976332 17.96275030789568 17.96275030789568 59062.34887730004 59050.268321800046 18.629682601590616 18.629682601590616 18.646942721338355 0.4885734297567175 1.4349646739112658 1.479652304084629 257.55071786 55.64435304 0.0004677439520602844 16.350234581398965 17.43751759390831 16.788530084705354 0.9700000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.4349646739112658 1.479652304084629 257.55071786 55.64435304 0.0004677439520602844 16.350234581398965 17.43751759390831 16.788530084705354 0.9700000000000001 False False 0.3 0.7 1.5 0.02 8 3 12.08055549999699 1.479652304084629 1.4349646739112658 0.6489875092029571 1.0311419723327115 -1.1921650076823056 -1.8584126366330018 False 0.09 Inputed -19.40344192384088 -19.42070204358862 """""" """""" """"""
-0.048948067749982754 0.4660081968649742 -27.712171707530473 18.525693501961143 5992.500475026297 165.76602485262146 61 40 40 62.903588000219315 143 True False 2021vkq 287.1364333333333 34.566855555555556 AGN 0.056 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 287.1364333333333 34.566855555555556 TNS 2021vkq ZTF21abrthxx 2021vkq AGN 0.056 0.05470422086095894 0.4422954116647695 0.1427719375922436 0.236544482856047 0.4422954116647695 0.6742798908796495 -9.13602268991684 -9.13602268991684 72.03961069013616 72.03961069013616 59438.22494209977 59435.24802079983 18.38588728167279 18.38588728167279 18.46430654189356 0.6311145406064023 1.718459494500932 0.23966906681389155 287.1364983 34.56681593 0.001381754112935174 17.60565267791748 17.788082534885408 17.959269343161584 0.7 """""" """""" """""" """""" 0 False True all False False 0 1.718459494500932 0.23966906681389155 287.1364983 34.56681593 0.001381754112935174 17.60565267791748 17.788082534885408 17.959269343161584 0.7 False False 0.3 0.7 1.5 0.02 8 3 2.9769212999381125 0.23966906681389155 1.718459494500932 -0.17118680827617538 0.13946739366323865 -0.5978047467873822 -0.5050371987319764 False 0.056 Inputed -18.539371022897043 -18.617790283117813 """""" """""" """"""
-0.09678476496718552 0.5547329267196974 -6.630848291932944 18.59157947424677 5049.775045441851 266.3141554426922 24 20 20 47.95850689988583 75 True True 2020lfi 315.37075 -0.28541944444444445 SNII 0.055 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 315.37075 -0.28541944444444445 TNS 2020lfi ZTF20abcgkom 2020lfi SNII 0.055 0.09618043455582992 0.33306930758651987 0.1520067893879542 0.21005358505710703 0.33306930758651987 0.465768608130368 16.39215459166072 16.39215459166072 31.566352308225113 31.566352308225113 59013.35541669978 58996.420856500044 18.51865820599681 18.540922041252724 18.51865820599681 0.8078225159915982 2.853736586445481 4.225398175907717 315.37114409061496 -0.28431385903762396 0.0017956429107676142 16.046992487883568 16.39318890455246 16.271631213126184 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.853736586445481 4.225398175907717 315.37114409061496 -0.28431385903762396 0.0017956429107676142 16.046992487883568 16.39318890455246 16.271631213126184 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.934560199733824 4.225398175907717 2.853736586445481 0.12155769142627548 1.4806545901879233 -2.147733136700264 -2.2470269928706266 False 0.055 Inputed -18.44538770068811 -18.423123865432196 """""" """""" """"""
-0.13792803846596258 0.41304099513786896 -9.88495029401431 19.4511676283901 5512.215146835567 107.41533440959526 35 26 26 37.00696759996936 64 True True 2020bka 190.43526666666665 17.57885 SNIa 0.117 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 190.43526666666665 17.57885 TNS 2020bka ZTF20aahgmud 2020bka SNIa 0.117 0.06662248775834456 0.7129985746087506 0.2061207423504534 0.3596437521339624 0.7129985746087506 1.1361281499471438 12.508790363679157 12.508790363679157 24.4981772362902 24.4981772362902 58887.425775500014 58871.4426851999 19.079246363301298 19.079246363301298 19.314978296047123 0.6388074922292443 0.34500614139949864 14.500277552461988 190.43812723895599 17.581814331767198 0.3112200424161715 21.185938309589027 21.797936028956176 21.53706802908361 0.36999999999999994 """""" """""" """""" """""" 2 False True all False False 0 0.7959772254822013 8.26998081185469 190.43302209 17.57801417 0.324004511105459 22.683566461098195 24.189576468431948 23.954142974913122 0.5 False False 0.3 0.7 1.5 0.02 8 3 15.983090300112963 0.0 0.0 0.0 0.0 4.560753636698703 3.9550217039528768 True 0.117 Inputed -19.317197675564817 -19.55292960831064 """""" """""" """"""
-0.12430935353353066 0.35098895498559646 -1.1935711070463861 18.43156285555528 5835.092295033034 142.44909785698215 24 23 23 51.94148139981553 74 True False 2021ait 264.64775 42.21555 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 264.64775 42.21555 TNS 2021ait ZTF21aaekkbv 2021ait SNIa 0.07 -0.11956833879064988 0.28203436308769625 -0.03010656475411011 0.0663813225068779 0.28203436308769625 0.5307764500143435 11.265577759814942 11.265577759814942 40.675903640000584 40.675903640000584 59232.549085599836 59228.51247690013 18.161944873301653 18.161944873301653 18.38031973149338 2.0502711507214544 0.673699320789342 2.4051583863957604 264.64840182 42.21508815 0.0102858065785435 20.840097747862337 22.574585404539107 22.3028578643322 0.43333333333333335 """""" """""" """""" """""" 1 False True all False False 0 0.7 0.9898112736343551 264.64812095 42.21556084 0.012701734925720243 22.369420457232 21.578227075636388 21.054288344657422 0.55 False False 0.3 0.7 1.5 0.02 8 3 4.036608699709177 2.4051583863957604 0.673699320789342 0.27172754020690704 3.5700769054921246 4.412640531237454 3.9225381328388202 False 0.07 Inputed -19.114846220097416 -19.333221078289142 """""" """""" """"""
-0.15984844965726863 0.20335937194694947 -10.95979449444169 17.37576692072477 5931.912281746535 101.09882887704536 138 88 88 74.87506949994713 64 True True 2021vju 340.60247499999997 6.9607 SNIa 0.026657 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 340.60247499999997 6.9607 TNS 2021vju ZTF21abrxoir 2021vju SNIa 0.026657 -0.012282583965848914 0.644103885390102 0.12775546510301083 0.28301686997119546 0.644103885390102 1.0819049790254915 18.948874002471477 18.948874002471477 55.92619549747565 55.92619549747565 59455.31890049996 59435.374548600055 16.76528790967099 16.76528790967099 16.913474718529482 4.347823925080031 3.851895086931347 10.227950209032606 340.603475177527 6.963361987252575 0.004241464931695971 15.628127596213817 16.129384503769877 15.807600617866516 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 9.39984364964764 340.604051092513 6.9627904785031 0.17359533205413236 21.418466517071725 20.99337568502426 21.64523676170349 0.0 False False 0.3 0.7 1.5 0.02 8 3 19.944351899903268 10.227950209032606 3.851895086931347 0.32178388590336127 2.6553034229135277 -0.6359034059011144 -1.105874100662966 False 0.026657 Inputed -18.462966980867964 -18.611153789726455 """""" """""" """"""
-0.17945702906288002 0.2110721547231852 -5.834054070732755 18.97210824232075 5916.330783288058 144.57878392112394 44 25 25 47.899571700021625 39 True True 2021swl 345.6522083333333 14.864888888888888 SNIa 0.0885 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 345.6522083333333 14.864888888888888 TNS 2021swl ZTF21abkqkon 2021swl SNIa 0.0885 -0.09709441107769123 0.30531113138967925 -0.00724832797007835 0.08951077133642116 0.30531113138967925 0.5535789732599525 11.832840008594522 11.832840008594522 36.0667316914271 36.0667316914271 59414.4224537001 59405.42368059978 18.35703842096815 18.35703842096815 18.483643885610086 1.2444302650407453 1.6001402901469832 0.696422732682515 345.65240654687955 14.86491572718505 0.001320891118194445 17.679586550137998 18.32330516904831 17.94494276610851 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.6001402901469832 0.696422732682515 345.65240654687955 14.86491572718505 0.001320891118194445 17.679586550137998 18.32330516904831 17.94494276610851 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.99877310032025 0.696422732682515 1.6001402901469832 0.37836240293979984 0.4352260467227808 -0.03373325191983767 -0.5387011195015745 False 0.0885 Inputed -19.529548943420302 -19.65615440806224 """""" """""" """"""
-0.08904507846837484 0.41080779413030644 -27.26458693358753 17.092544902302034 7201.951122062258 152.19799744390934 29 27 27 39.038622700143605 23 True False 2020rnf 66.03615833333333 11.961602777777777 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 66.03615833333333 11.961602777777777 TNS 2020rnf ZTF20abvaida 2020rnf SNIa 0.07 -0.16719851442328704 0.1896216485678366 -0.08722679537331146 -0.0013128183290405104 0.1896216485678366 0.4082848927163347 -17.231236995278948 -17.231236995278948 56.269859695422554 56.269859695422554 59081.48840280017 59081.445833299775 16.873312581980827 16.873312581980827 17.049177585094892 1.8334694120496042 1.6802349407456882 5.2737759016279675 66.03754998 11.9610619 0.000976610975179426 15.579624243354797 16.27735503540039 15.833246779441833 0.95 """""" """""" """""" """""" 0 False True all False False 0 1.6802349407456882 5.2737759016279675 66.03754998 11.9610619 0.000976610975179426 15.579624243354797 16.27735503540039 15.833246779441833 0.95 False False 0.3 0.7 1.5 0.02 8 3 0.042569500394165516 5.2737759016279675 1.6802349407456882 0.4441082559585574 3.1387133868835426 -0.5959575465804363 -1.215930805653059 False 0.07 Inputed -20.445988366495904 -20.62185336960997 """""" """""" """"""
-0.03831400710582204 0.4862995884945558 -10.728492903717108 16.84532851679593 5239.9478403250305 387.1344246064893 24 24 24 46.839861100073904 335 True False 2020pvb 313.47096666666664 -25.473913888888887 SNIIn 0.020254 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 313.47096666666664 -25.473913888888887 TNS 2020pvb ZTF20acghodf 2020pvb SNIIn 0.020254 0.04727780229467271 0.20073654699588417 0.08410054745894513 0.12193761829730931 0.20073654699588417 0.2838417609139121 41.963290404777176 41.963290404777176 4.876570695296728 4.876570695296728 59158.10561340023 59124.23019680008 16.71449668860398 16.721470485199813 16.71449668860398 1.1820609358927692 4.770105094374154 17.657248659413753 313.47475321 -25.47039664 0.0025734975116173953 13.786605757665635 15.204108725643158 20.189810975694655 1.0 """""" """""" """""" """""" 13 False True all False False 0 0.7 1.8351017488791428 313.47135297 -25.47428567 0.008436951155040506 21.04567376487255 14.605750164079666 15.777168015646934 1.0 False False 0.3 0.7 1.5 0.02 8 3 33.8754166001454 17.657248659413753 4.770105094374154 -4.985702250051498 3.7016477226547173 -1.517361759556655 3.4753142870906757 False 0.020254 Inputed -18.061942131055602 -18.05496833445977 """""" """""" """"""
-0.1253503343958491 0.3334124762562033 -5.351369291558329 18.46046354495979 5707.9987013234395 135.6098888875087 24 11 11 26.964340299833566 59 True False 2021dtm 270.15999999999997 57.64979722222222 SNIa 0.073 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 270.15999999999997 57.64979722222222 TNS 2021dtm ZTF18aavdwmh 2021dtm SNIa 0.073 -0.05252608600833497 0.3968553756110609 0.04718348968695096 0.15499694843519407 0.3968553756110609 0.6771662843433504 16.39195113747295 16.39195113747295 10.572389162360615 10.572389162360615 59280.41012729984 59267.42924770014 18.096111577129996 18.096111577129996 18.285704379760173 0.9662003365188887 2.2495002155018007 0.8505992336886856 270.15973216 57.64998507 0.000732287518060315 16.02101650121212 16.83985797803402 16.366951024341585 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.2495002155018007 0.8505992336886856 270.15973216 57.64998507 0.000732287518060315 16.02101650121212 16.83985797803402 16.366951024341585 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.980879599694163 0.8505992336886856 2.2495002155018007 0.4729069536924335 0.3781280961108691 -1.2562535990959773 -1.9187533554185876 False 0.073 Inputed -19.302040946735247 -19.491633749365423 """""" """""" """"""
-0.10146095539166275 0.3687385223921643 -13.181093589788189 19.071882528290672 6515.548918803412 232.91062982422963 74 49 49 36.94415510026738 35 True False 2021jtu 159.80700416666664 -26.640925 SNIIn 0.113 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 159.80700416666664 -26.640925 TNS 2021jtu ZTF21aatwkkg 2021jtu SNIIn 0.113 -0.19314325892483453 0.02322859891661011 -0.14280648311788724 -0.09002352508846556 0.02322859891661011 0.147324465144699 17.58843006513782 17.58843006513782 19.35572503512956 19.35572503512956 59334.16743060015 59313.23092589993 18.613528955882582 18.613528955882582 18.76992571892557 0.17114498652641782 0.9327839510147656 38.67631981430064 159.79986737 -26.63228064 0.3375757968930517 18.734601067852974 19.8593666328907 19.135187969303132 1.0 """""" """""" """""" """""" 13 False True all False False 0 0.3035208794470326 11.172981913766609 159.80636316 -26.63787474 0.05928958282911079 19.491346327757835 21.37359966402054 20.078251186800003 0.0 False False 0.3 0.7 1.5 0.02 8 3 20.93650470022112 0.0 0.0 0.0 0.0 5.026471044117418 4.500074281074429 True 0.113 Inputed -19.784976896328363 -19.94137365937135 """""" """""" """"""
-0.1092155314270824 0.44830167469833226 -14.69345702433372 17.87269134121245 5430.964349274599 75.24593836818428 48 23 23 34.01806709961966 56 True True 2020acsn 345.9897083333333 30.724030555555554 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 345.9897083333333 30.724030555555554 TNS 2020acsn ZTF20acxnafa 2020acsn SNIa 0.06 0.24592878556370934 1.3719318235574356 0.4753308590980012 0.7370167287381761 1.3719318235574356 2.1851815056703323 14.64760494785193 14.64760494785193 19.370462151767725 19.370462151767725 59221.112071800046 59199.11693290016 17.629560861803935 17.739056539005542 17.629560861803935 0.8981381962397839 3.801323065177258 6.1929408271500614 345.987708232305 30.7240861587589 0.0035725557596938406 16.104163684315683 16.821286944327355 16.378151338238716 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 3.801323065177258 6.1929408271500614 345.987708232305 30.7240861587589 0.0035725557596938406 16.104163684315683 16.821286944327355 16.378151338238716 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 21.995138899888843 6.1929408271500614 3.801323065177258 0.44313560608863867 1.6291540395189434 -0.9177695946781874 -1.2514095235652185 False 0.06 Inputed -19.525940119393866 -19.416444442192258 """""" """""" """"""
-0.018019128640176952 0.7385752904966209 -29.370847752596134 19.087552315227207 7606.35962300351 461.8024123396104 115 44 44 74.92765050008893 67 True True 2020ysg 171.358422949 27.4405993708 TDE 0.277 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 171.358422949 27.4405993708 TNS 2020ysg ZTF20abnorit 2020ysg TDE 0.277 -0.34887976739205584 -0.2608000323655659 -0.32767782435258397 -0.30593758590937625 -0.2608000323655659 -0.21338211297414134 -10.523734404279725 -10.523734404279725 85.45138490436865 85.45138490436865 59152.545879600104 59150.516018500086 18.54275007091629 18.54275007091629 18.919624542761497 0.8164903180895724 0.5374217835450197 0.0996562376219823 171.3584138487825 27.4405728928518 0.0004928699625146304 19.303064248692394 21.106554722638727 19.850587938417792 0.7166666666666667 """""" """""" """""" """""" 0 False True all False False 0 0.5374217835450197 0.0996562376219823 171.3584138487825 27.4405728928518 0.0004928699625146304 19.303064248692394 21.106554722638727 19.850587938417792 0.7166666666666667 False False 0.3 0.7 1.5 0.02 8 3 2.0298611000180244 0.0996562376219823 0.5374217835450197 1.2559667842209343 0.18543393787392712 2.5638046517224353 0.9309633956562955 False 0.277 Inputed -21.640150892194743 -22.01702536403995 """""" """""" """"""
-0.03918607032729461 0.42194522385486966 -32.829684183336326 18.642814731957895 5429.867529983785 253.5274200145467 46 33 33 70.92486110003665 43 True True 2019fuo 232.93078333333 16.713706888888 SNII 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 232.93078333333 16.713706888888 TNS 2019fuo ZTF19aavhblr 2019fuo SNII 0.05 0.14365083805628487 0.4017946693630492 0.20433739279556207 0.2675384777028924 0.4017946693630492 0.5470663610306019 -1.747930430964587 -1.747930430964587 72.67279153100124 72.67279153100124 58628.33115739981 58619.269467600156 18.416135475260006 18.51567551017333 18.416135475260006 2.205774607619362 1.9194554578961294 0.4369529639303693 232.930873714716 16.7136218070725 0.003178732366309278 18.40157110515833 19.01657349421978 18.639953471667766 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.9194554578961294 0.4369529639303693 232.930873714716 16.7136218070725 0.003178732366309278 18.40157110515833 19.01657349421978 18.639953471667766 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.061689799651504 0.4369529639303693 1.9194554578961294 0.37662002255201443 0.22764423218723884 0.5008979840464498 0.22381799640776023 False 0.05 Inputed -18.33840315591527 -18.238863121001945 """""" """""" """"""
-0.2203901011779402 0.172972860592477 -7.689629087095693 16.98057415152903 5499.906816632052 213.93494883051875 33 27 27 66.88570609968156 60 True False 2018kyi 106.78958291666 26.324931 SNIa 0.028 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 106.78958291666 26.324931 TNS 2018kyi ZTF18adaslwa 2018kyi SNIa 0.028 -0.008042671686009584 0.27035533009746615 0.05652692930259917 0.12436912112202592 0.27035533009746615 0.4309240456734891 8.236477859834471 8.236477859834471 58.64922823984708 58.64922823984708 58488.24921299983 58480.284537000116 16.348050957986786 16.348050957986786 16.438265785468822 14.591248320306693 1.6932606432985007 0.7821024973012145 106.78939082 26.32479851 0.0030488172821188098 18.625150083589553 19.16190781879425 18.754961567234993 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.6932606432985007 0.7821024973012145 106.78939082 26.32479851 0.0030488172821188098 18.625150083589553 19.16190781879425 18.754961567234993 1.0 False False 0.3 0.7 1.5 0.02 8 3 7.964675999712199 0.7821024973012145 1.6932606432985007 0.40694625155925834 0.46189138122153806 2.8138568608074657 2.316695781766171 False 0.028 Inputed -19.045636967523436 -19.135851795005472 """""" """""" """"""
-0.22799502469915203 0.2547958401372725 -1.8797100113642964 17.12521462060945 5864.185390397367 212.70575236488978 28 13 13 21.990000000223517 38 True False 2021mqh 174.96029166666665 -7.607388888888888 SNII 0.0233 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 174.96029166666665 -7.607388888888888 TNS 2021mqh ZTF21abbwajr 2021mqh SNII 0.0233 -0.12509110188582895 0.12932693633233328 -0.06622766285317283 -0.004281672330762376 0.12932693633233328 0.27670253529899824 9.083175078213964 9.083175078213964 12.906824922009553 12.906824922009553 59357.20168979978 59352.23583329981 16.619021267480868 16.619021267480868 16.81378095064846 6.43780496388507 8.267447966329314 7.337094409132285 174.96229689 -7.60783981 0.0038669631679760785 14.596757940602302 18.599732703518868 14.750101291632653 1.0 """""" """""" """""" """""" 0 False True all False False 0 8.267447966329314 7.337094409132285 174.96229689 -7.60783981 0.0038669631679760785 14.596757940602302 18.599732703518868 14.750101291632653 1.0 False False 0.3 0.7 1.5 0.02 8 3 4.965856499969959 7.337094409132285 8.267447966329314 3.8496314118862145 0.8874678666275175 1.9807114360379998 -2.0636796590158077 False 0.0233 Inputed -18.268555576765976 -18.46331525993357 """""" """""" """"""
-0.0034018863777701028 0.39633291359070283 -17.08012810091961 18.55403541368684 5038.620925379929 198.19814628468166 45 31 31 73.85275459988043 48 True False 2021msw 335.49915 -10.187577777777777 SNII 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 335.49915 -10.187577777777777 TNS 2021msw ZTF21abdahai 2021msw SNII 0.04 0.19186574250223032 0.540616861104148 0.2725084379643832 0.3574015969467226 0.540616861104148 0.7429468770589125 254.97502814193817 254.97502814193817 -181.12227354205774 -181.12227354205774 59364.48289350001 59364.48289350001 18.495898891244767 18.679497354006156 18.495898891244767 2.0152743324211686 2.4173825063893157 5.753757273560207 335.50036502 -10.18863814 0.009876525718840123 18.146780640876294 18.54695856423378 18.590491136217118 0.99 """""" """""" """""" """""" 0 False True all False False 0 2.4173825063893157 5.753757273560207 335.50036502 -10.18863814 0.009876525718840123 18.146780640876294 18.54695856423378 18.590491136217118 0.99 False False 0.3 0.7 1.5 0.02 8 3 0.0 5.753757273560207 2.4173825063893157 -0.04353257198333793 2.380160052599294 -0.13253878977237576 0.09459224497235041 False 0.04 Inputed -17.76890599623665 -17.585307533475262 """""" """""" """"""
-0.17476794407254062 0.25279631964472804 -7.918381828178877 17.45234544853153 3339.0487601489403 388.93373132632945 45 42 42 67.91760420007631 77 True True 2018icr 156.62895791666 15.340861 SNIa 0.03282 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 156.62895791666 15.340861 TNS 2018icr ZTF18accwjiu 2018icr SNIa 0.03282 0.8351393462458887 1.0721618586722421 0.892237190556493 0.9507536009851201 1.0721618586722421 1.1996110933421917 15.825555143389881 15.825555143389881 52.092049056686434 52.092049056686434 58442.41371530015 58426.538333300035 16.88964282877965 18.73628713959981 16.88964282877965 1.8684095134357124 6.949228835860601 10.621533519926002 156.6318911615795 15.340022390781701 0.004364788546310394 14.84482919809103 15.659244604527949 15.081613498198987 0.97 """""" """""" """""" """""" 8 False True all False False 0 0.7 2.2368614182386914 156.62952702534 15.3405696914252 0.056926951913247814 23.238582488996983 22.605688351316452 23.1405324064517 0.1 False False 0.3 0.7 1.5 0.02 8 3 15.875382000114769 10.621533519926002 6.949228835860601 0.5776311063289619 1.528447799144985 -3.077042535071861 -1.8080293305806627 False 0.03282 Inputed -18.94175302861185 -17.09510871779169 """""" """""" """"""
-0.13149527139134065 0.29201655054781006 -8.881942285596564 18.662866191360784 5538.83067524605 107.15734193154817 96 80 80 68.87601849995553 46 True True 2020pzv 335.7009583333333 23.631466666666668 SNIa 0.074 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 335.7009583333333 23.631466666666668 TNS 2020pzv ZTF20abmzfql 2020pzv SNIa 0.074 0.04685950666399208 0.6860597645559139 0.1846876625484981 0.33646080346403906 0.6860597645559139 1.1050487721152749 19.3134852773089 19.3134852773089 49.562533222646636 49.562533222646636 59065.255868100096 59046.42157409992 18.157531938435078 18.157531938435078 18.2574839694795 2.784681027384946 1.0840169729224471 0.7547388534254723 335.7010461116385 23.631273053618898 0.01831849161566712 22.08687030695677 21.690201144423483 21.889455071359873 0.925 """""" """""" """""" """""" 0 False True all False False 0 1.0840169729224471 0.7547388534254723 335.7010461116385 23.631273053618898 0.01831849161566712 22.08687030695677 21.690201144423483 21.889455071359873 0.925 False False 0.3 0.7 1.5 0.02 8 3 18.83429400017485 0.7547388534254723 1.0840169729224471 -0.19925392693638955 0.6962426532775958 3.5326692059884053 3.631971101880371 False 0.074 Inputed -19.360288303979864 -19.460240335024288 """""" """""" """"""
-0.2167542191819324 0.1671486349016939 -6.286868061027261 17.620593877424913 5262.64571730076 100.12409356694148 70 49 49 63.85791669972241 35 True True 2019mga 16.532375 -6.14585 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 16.532375 -6.14585 TNS 2019mga ZTF19ablovot 2019mga SNIa 0.04 0.09123584991574774 0.8067743095823872 0.2441190194886289 0.413442708663851 0.8067743095823872 1.2833203465419487 12.944716534811448 12.944716534811448 50.91320016491096 50.91320016491096 58707.41741900006 58696.43883100012 17.03521089735494 17.03521089735494 17.092703025008035 5.880861191538897 2.998909399841294 0.1773199637638077 16.532413243885 -6.14581869061024 0.0007336189970412743 15.311647187697886 16.32661697209835 15.681631451191903 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.998909399841294 0.1773199637638077 16.532413243885 -6.14581869061024 0.0007336189970412743 15.311647187697886 16.32661697209835 15.681631451191903 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.978587999939919 0.1773199637638077 2.998909399841294 0.644985520906447 0.059128149644397957 -0.70859392525659 -1.4110715738161321 False 0.04 Inputed -19.172101862473383 -19.229593990126478 """""" """""" """"""
-0.1562936010263402 0.2148271672359796 -9.731484716326072 19.127966032251365 5390.343508696655 149.2527380333123 38 26 26 55.868668999988586 60 True True 2019cir 243.42609874999 47.053752888888 SNIa 0.08773 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 243.42609874999 47.053752888888 TNS 2019cir ZTF19aamvmer 2019cir SNIa 0.08773 0.06026524808637035 0.4985932387844656 0.15882682656116032 0.2644831181880676 0.4985932387844656 0.7658471994425256 15.081823242963786 15.081823242963786 40.7868457570248 40.7868457570248 58575.489988400135 58560.51663189987 18.626698916662725 18.626698916662725 18.71946114418919 0.5989825222114602 2.1477885206550926 1.782787863550241 243.4257327606255 47.053325028709054 0.0013969175433821146 16.830276373274028 18.219512652295233 17.330450455068352 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.1477885206550926 1.782787863550241 243.4257327606255 47.053325028709054 0.0013969175433821146 16.830276373274028 18.219512652295233 17.330450455068352 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.973356500267982 1.782787863550241 2.1477885206550926 0.8890621972268811 0.8300574504451101 -0.4071862643674926 -1.3890106891208376 False 0.08773 Inputed -19.274397858120643 -19.367160085647107 """""" """""" """"""
-0.12139789684603244 0.4868317182212158 -2.8396823414474026 18.22593815486766 5913.943771446082 217.5624587563854 24 14 14 30.011608799919486 49 True True 2019hxp 181.73280833333 19.526609611111 SNIa 0.0695 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 181.73280833333 19.526609611111 TNS 2019hxp ZTF19abahsgg 2019hxp SNIa 0.0695 -0.13024519336337903 0.11679788351129261 -0.07299478810696769 -0.012810311122471774 0.11679788351129261 0.25948001983674374 15.12575101467499 15.12575101467499 14.885857785244497 14.885857785244497 58661.22623840021 58649.19037039997 17.95473082394801 17.95473082394801 18.10514129728628 0.4185178592637299 3.060931669103491 4.98099103672347 181.73232267178201 19.5253039101752 0.0021806935266913685 16.024992651339176 16.9514068767488 16.366302860475777 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.060931669103491 4.98099103672347 181.73232267178201 19.5253039101752 0.0021806935266913685 16.024992651339176 16.9514068767488 16.366302860475777 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.035868000239134 4.98099103672347 3.060931669103491 0.5851040162730214 1.6272793956822762 -1.0033239471992133 -1.7388384368105037 False 0.0695 Inputed -19.374214859719466 -19.524625333057735 """""" """""" """"""
-0.16648072535818872 0.3807085822501394 -8.520172866992032 17.571360385982466 4836.739152941284 232.61490284020687 29 7 7 19.049224500078708 41 True True 2020acpb 332.3199708333333 4.7173750000000005 SNIa 0.0388224 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 332.3199708333333 4.7173750000000005 TNS 2020acpb ZTF20acxlaih 2020acpb SNIa 0.0388224 0.17844358640466496 0.4685075503144418 0.246284982122436 0.3171742049261965 0.4685075503144418 0.6333062447893134 11.322210815963349 11.322210815963349 7.72701368411536 7.72701368411536 59211.13856479991 59197.09697919991 17.391504446917608 17.794752436903437 17.391504446917608 1.2131659749795565 1.441195405977397 2.275609009083591 332.32059416387654 4.71749185303246 0.00035205138796312596 15.637456552985906 16.723502154734135 16.00962131020546 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.441195405977397 2.275609009083591 332.32059416387654 4.71749185303246 0.00035205138796312596 15.637456552985906 16.723502154734135 16.00962131020546 0.975 False False 0.3 0.7 1.5 0.02 8 3 14.0415856000036 2.275609009083591 1.441195405977397 0.7138808445286742 1.578973260423563 -1.0712502821693022 -1.3818831367121476 False 0.0388224 Inputed -18.8077934423733 -18.40454545238747 """""" """""" """"""
-0.16329742208207498 0.44695612649483585 -2.788245791208711 18.402212876133575 5503.474272119545 208.4422865027486 66 24 24 20.96451390022412 95 True False 2020ypk 274.75373749999994 29.19248888888889 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 274.75373749999994 29.19248888888889 TNS 2020ypk ZTF20acnvzga 2020ypk SNIa 0.06 -0.038931998428225256 0.2406813523016318 0.02575863715890847 0.09383827403294731 0.2406813523016318 0.40267240484764244 10.204013636451013 10.204013636451013 10.760500263773107 10.760500263773107 59158.17496530013 59150.114166699816 18.182364043979604 18.182364043979604 18.22252400677751 0.23862338149777032 1.9436057519835235 0.5254654297344835 274.75371032 29.19263291 0.0008571014413123468 16.635325928068163 17.847485713768005 17.068171596765517 0.5399999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.9436057519835235 0.5254654297344835 274.75371032 29.19263291 0.0008571014413123468 16.635325928068163 17.847485713768005 17.068171596765517 0.5399999999999999 False False 0.3 0.7 1.5 0.02 8 3 8.060798600316048 0.5254654297344835 1.9436057519835235 0.7793141170024889 0.27035597584449733 -0.3348783302115983 -1.1543524100119917 False 0.06 Inputed -18.932976974420292 -18.973136937218197 """""" """""" """"""
-0.19134489339695937 0.25484895249722134 -9.63555176228289 18.010904799058252 5374.405284590548 137.9489914277812 33 24 24 40.0169676002115 37 True True 2020pz 54.91466666666666 7.301611111111111 SNIa 0.04717 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 54.91466666666666 7.301611111111111 TNS 2020pz ZTF20aaepsqa 2020pz SNIa 0.04717 0.07111207603291803 0.5545946949625602 0.17891325641480194 0.29510354113046233 0.5545946949625602 0.8537959445642933 8.533165018764663 8.533165018764663 31.483802581446838 31.483802581446838 58867.14710649988 58856.12299769977 17.527877728997947 17.527877728997947 17.669304653096816 0.8699341901235067 2.646587412381924 15.138326815592793 54.91124404047985 7.3040925822147855 0.003109576966184968 14.626390233230591 15.749393167037965 14.982239485063552 0.9550000000000001 """""" """""" """""" """""" 3 False True all False False 0 1.2234693697941859 7.560044905206388 54.91660958 7.30244545 0.07392832794493887 20.69286280565262 23.64 25.101959043693544 0.7 False False 0.3 0.7 1.5 0.02 8 3 11.02410880010575 15.138326815592793 2.646587412381924 0.7671536819744134 5.719942120471406 -1.7784845619599814 -2.6870651680332642 False 0.04717 Inputed -18.957259406184967 -19.098686330283837 """""" """""" """"""
-0.19208549729865199 0.17291327063997416 -7.506999344782121 18.113922154482513 6001.956375040638 98.40478791656992 26 20 20 68.71475689997897 40 True True 2018kxz 180.57783291666 59.25675 SNIa 0.055168 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 180.57783291666 59.25675 TNS 2018kxz ZTF18acwwowy 2018kxz SNIa 0.055168 -0.06979993018024899 0.5788069628500807 0.06771227468647467 0.22079117407444215 0.5788069628500807 1.0157298311445118 10.58278995827347 10.58278995827347 58.1319669417055 58.1319669417055 58480.50620369986 58471.552789399866 17.482803147881295 17.482803147881295 17.668843572527912 4.290825886744687 3.8563287488640134 5.547446262442104 180.58063341032602 59.2561798538753 0.0032497630044258097 16.062564790424407 16.826779811132553 16.336541196690202 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.8563287488640134 5.547446262442104 180.58063341032602 59.2561798538753 0.0032497630044258097 16.062564790424407 16.826779811132553 16.336541196690202 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.953414299990982 5.547446262442104 3.8563287488640134 0.49023861444235095 1.4385304323642676 -0.656023336748742 -1.3323023758377097 False 0.055168 Inputed -19.301910008994376 -19.487950433640993 """""" """""" """"""
-0.22144984067187048 0.21009095539714143 -5.037223419734056 18.395901184909484 5726.9111318349105 103.6614526629822 47 33 33 44.01728009991348 38 True True 2021hmb 128.39201666666665 64.585225 SNIa 0.053 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 128.39201666666665 64.585225 TNS 2021hmb ZTF21aaqvuyf 2021hmb SNIa 0.053 -0.044935561875643515 0.5760901264214198 0.08793919406780049 0.23499466558754634 0.5760901264214198 0.9881967523747548 8.064677630149031 8.064677630149031 35.95260246976444 35.95260246976444 59308.23957179999 59302.18312499998 17.891677500436 17.891677500436 17.97309013645015 1.1423725304531003 2.965654598470347 31.118025540047146 128.410872164086 64.58218751778756 0.01180370539958786 14.595913365361689 15.784845454216002 15.008408836276532 0.985 """""" """""" """""" """""" 14 True True all False False 0 1.2339095855496849 1.3332390235725564 128.3921966487295 64.58558719949465 0.0007242801279548905 17.296358147532942 18.15255949534416 17.60420134841919 0.99 False False 0.3 0.7 1.5 0.02 8 3 6.056446800008416 31.118025540047146 2.965654598470347 0.7764366179394706 10.492801675588753 -2.1068320462199974 -2.964681300173618 False 0.053 Inputed -18.9095079376844 -18.99092057369855 """""" """""" """"""
-0.18351597305357378 0.26560866357278695 -7.513795540138269 18.979214463891033 4584.441072823603 177.75199712661083 24 18 18 46.04226850019768 86 True False 2020ith 324.72822499999995 32.835280555555556 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 324.72822499999995 32.835280555555556 TNS 2020ith ZTF20aaxxhib 2020ith SNIa 0.07 0.2726787715507477 0.6865708267583415 0.3676269203672682 0.46809302947264797 0.6865708267583415 0.930235431822009 10.736032952075213 10.736032952075213 35.306235548122466 35.306235548122466 58981.45106479991 58970.42530089989 18.590695613635237 18.800804501150456 18.590695613635237 0.9311307022643652 2.7755305748332355 7.981381738503065 324.72637649 32.83686264 0.004555635329233643 16.447306444978715 17.33417704257965 16.73331910710335 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.7755305748332355 7.981381738503065 324.72637649 32.83686264 0.004555635329233643 16.447306444978715 17.33417704257965 16.73331910710335 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.025763900019228 7.981381738503065 2.7755305748332355 0.6008579354763022 2.875623785546883 -1.4666274585708052 -1.8573765065318888 False 0.07 Inputed -18.90447033795556 -18.69436145044034 """""" """""" """"""
-0.008685967496622302 0.3882552252643926 -13.462188999083756 18.666471502247827 4936.02949030411 181.8787314770915 63 35 35 74.95187499979511 51 True True 2019szo 4.9860720833333 15.0934085 SNII 0.025514 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 4.9860720833333 15.0934085 TNS 2019szo ZTF19acgbkzr 2019szo SNII 0.025514 0.20502172872926394 0.5918780781399242 0.2938667689024079 0.38780960062599235 0.5918780781399242 0.819123792913043 115.3682381152745 115.3682381152745 -40.416363115479385 -40.416363115479385 58797.11013890011 58777.20164350001 18.442243374011746 18.592466649863344 18.442243374011746 1.272276411829368 6.356170871189608 13.472563387131927 4.9897564310105995 15.0922460365312 0.004570847365871544 14.754948451445102 15.191371433386802 14.991056613664627 1.0 """""" """""" """""" """""" 7 False True all False False 0 3.0043273613187695 3.0232703939835934 4.9867097021520355 15.0939796999325 0.016983771549004767 19.15686767243624 20.125031687066556 21.668866909623144 0.5916666666666667 False False 0.3 0.7 1.5 0.02 8 3 19.908495400100946 13.472563387131927 6.356170871189608 0.20031481972217513 2.119603714273721 -3.4010952164765413 -3.4511867603471185 False 0.025514 Inputed -16.83841387144342 -16.688190595591823 """""" """""" """"""
-0.09656497769275375 0.37634230670631913 -11.899266856567431 18.885422849204716 5894.292055433692 99.95419368967713 28 28 28 45.9129281998612 59 True True 2020urn 118.26649166666665 29.285572222222225 SNIa 0.096 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 118.26649166666665 29.285572222222225 TNS 2020urn ZTF20acgcgnf 2020urn SNIa 0.096 0.010755294236581392 0.6878227424957686 0.15504813955163144 0.3151335874064003 0.6878227424957686 1.1403445032872916 0.20719870748531655 0.20719870748531655 45.70572949237588 45.70572949237588 59124.5092823999 59122.52300930023 18.51900964534893 18.51900964534893 18.56761397284205 1.3744403944618564 4.240716114244642 7.359320746983371 118.2687377511205 29.286156390166248 0.003368938093046836 15.670030105751753 16.413551595683096 15.949987500970364 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.240716114244642 7.359320746983371 118.2687377511205 29.286156390166248 0.003368938093046836 15.670030105751753 16.413551595683096 15.949987500970364 1.0 False False 0.3 0.7 1.5 0.02 8 3 1.986273099668324 7.359320746983371 4.240716114244642 0.46356409471273174 1.735395755981703 -2.1054580496658346 -2.617626471871686 False 0.096 Inputed -19.62567030569955 -19.67427463319267 """""" """""" """"""
-0.11842943255655683 0.3171568922912445 -4.7065706480114615 17.14747304592813 4940.924771446345 204.2191116069896 18 8 8 14.01717589981854 32 True False 2020bqo 46.852195833333326 -13.650377777777779 SNIa 0.031729 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 46.852195833333326 -13.650377777777779 TNS 2020bqo ZTF20aalkcea 2020bqo SNIa 0.031729 0.12555222242577102 0.44844496885502494 0.20032440394254536 0.27896453446279423 0.44844496885502494 0.6352501039174712 18.991163423414875 18.991163423414875 -4.973987523596336 -4.973987523596336 58895.11233799998 58881.111169000156 16.93742111850308 17.070376347190216 16.93742111850308 3.6675015309664585 5.192280617800781 6.3888035565304655 46.85374207 -13.65132211 0.002694604658402544 15.159025389432907 15.862614831018448 15.42135165066719 1.0 """""" """""" """""" """""" 2 False True all False False 0 0.8114631071782479 4.2516772396016895 46.85275917 -13.64933129 0.017601482500661403 20.23268407020569 20.346322387599944 16.453630358600616 0.5 False False 0.3 0.7 1.5 0.02 8 3 14.001168999820948 6.3888035565304655 5.192280617800781 0.4412631803512568 1.2304426564750035 -1.207761516171768 -1.5160694678358908 False 0.031729 Inputed -18.819980144130568 -18.687024915443434 """""" """""" """"""
-0.07726343181664469 0.37228023129720517 -12.058829278397695 19.199470564524887 4661.606374823581 205.74088041795594 12 7 7 39.76510410010815 38 True True 2019agl 193.35078583333 0.4607031111111 SNIa 0.081 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 193.35078583333 0.4607031111111 TNS 2019agl ZTF19aafmwfc 2019agl SNIa 0.081 0.2721025390093246 0.6240275958072843 0.3537859668678536 0.43956273192250706 0.6240275958072843 0.8268351962767717 17.643142397448642 17.643142397448642 22.121961702659505 22.121961702659505 58524.46062499983 58507.54747689981 18.931157312486523 19.40934922433842 18.931157312486523 4.006297353783747 1.2738663768351743 1.7513764902026592 193.350913398892 0.461172583129889 0.0009388812799626667 17.38186505960047 18.269635859562158 17.71551878581047 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.2738663768351743 1.7513764902026592 193.350913398892 0.461172583129889 0.0009388812799626667 17.38186505960047 18.269635859562158 17.71551878581047 0.99 False False 0.3 0.7 1.5 0.02 8 3 16.913148100022227 1.7513764902026592 1.2738663768351743 0.5541170737516872 1.3748510220937167 -1.139713364776263 -1.2156385266760523 False 0.081 Inputed -18.886226046162797 -18.4080341343109 """""" """""" """"""
-0.011262893433077771 0.27429828148044333 -18.834729905750393 18.94952256579915 4213.739453395623 231.33510048577017 37 25 25 74.99518519965932 32 True True 2019vdm 171.60211666666666 22.619747222222223 SNII 0.0315 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 171.60211666666666 22.619747222222223 TNS 2019vdm ZTF19actnyae 2019vdm SNII 0.0315 0.48830540571081826 0.8379995830611513 0.5702825505406466 0.655808072984243 0.8379995830611513 1.035925566739003 129.01273602941404 129.01273602941404 -54.01755082975471 -54.01755082975471 58838.52112270007 58805.523287000135 18.80211714176467 19.021346264413364 18.80211714176467 0.4761779422063424 4.094331673623344 6.007641928856388 171.6034758618155 22.61864689630765 0.006064740732438345 16.709878839844464 17.413802191328408 16.96037426228225 0.975 """""" """""" """""" """""" 0 False True all False False 0 4.094331673623344 6.007641928856388 171.6034758618155 22.61864689630765 0.006064740732438345 16.709878839844464 17.413802191328408 16.96037426228225 0.975 False False 0.3 0.7 1.5 0.02 8 3 32.99783569993451 6.007641928856388 4.094331673623344 0.4534279290461569 1.4673070986307832 -1.6075440730849557 -1.8417428794824175 False 0.0315 Inputed -16.939432262226898 -16.720203139578203 """""" """""" """"""
-0.001187922874131406 0.837125825930777 3.5867746897940034 17.053714276717137 4391.826995968895 178.72523294954445 72 54 54 73.92224540002644 34 True False 2020rth 52.113583333333324 -5.254530555555555 SNII 0.0184 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 52.113583333333324 -5.254530555555555 TNS 2020rth ZTF20abupxie 2020rth SNII 0.0184 0.24114658876606399 0.6446679324859446 0.3337233955960457 0.4316762277406525 0.6446679324859446 0.8821699170595174 153.24370444175673 153.24370444175673 -79.3214590417303 -79.3214590417303 59084.428391200025 59084.428391200025 17.004570927665064 17.004570927665064 17.00646690431023 8.28533907396431 3.727804607453409 2.474356945206047 52.11294684 -5.25426469 0.000964468257839024 14.96282382272482 15.415520656991005 15.05471810119152 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.727804607453409 2.474356945206047 52.11294684 -5.25426469 0.000964468257839024 14.96282382272482 15.415520656991005 15.05471810119152 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 2.474356945206047 3.727804607453409 0.3608025557994843 0.6637571454949097 -1.5890502706740595 -1.9517488031187096 False 0.0184 Inputed -17.560483095209584 -17.56237907185475 """""" """""" """"""
-0.17538975227989945 0.2003850746686067 -7.828020609307612 18.531385109847637 5441.915346049447 103.22042248491361 63 26 26 45.83651620009914 210 True False 2020pow 281.1026083333333 22.218308333333333 SNIa 0.076 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 281.1026083333333 22.218308333333333 TNS 2020pow ZTF20abkgypx 2020pow SNIa 0.076 0.061848740263684476 0.7375966817104995 0.2067989696932031 0.366942585948145 0.7375966817104995 1.1845367821654165 14.317039068159147 14.317039068159147 31.519477131939993 31.519477131939993 59053.31231479999 59040.332638899796 18.090979068013354 18.113796999480066 18.090979068013354 1.1428701913706758 2.207923490411375 3.142453668153716 281.10293602 22.21912683 0.002620489851308694 17.256236856079102 19.627543897628783 17.44063302822113 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.207923490411375 3.142453668153716 281.10293602 22.21912683 0.002620489851308694 17.256236856079102 19.627543897628783 17.44063302822113 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.979675900191069 3.142453668153716 2.207923490411375 2.1869108694076544 1.4232620295951566 1.5137468981487174 -0.6503460397922254 False 0.076 Inputed -19.585664216419342 -19.56284628495263 """""" """""" """"""
-0.16851703207155833 0.20187097482642372 -10.94873358870339 17.705864025084953 5401.128433053171 130.71640621316595 50 45 45 68.93137730006129 37 True False 2020rws 54.996874999999996 -4.06665 SNIa 0.052 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 54.996874999999996 -4.06665 TNS 2020rws ZTF20abvykmy 2020rws SNIa 0.052 0.08398450000458269 0.603217607526382 0.1990593966140679 0.3235708613103725 0.603217607526382 0.9279715840812344 6.529627263884233 6.529627263884233 62.40175003617705 62.40175003617705 59092.431585600134 59084.44856479997 17.17281146364366 17.17281146364366 17.36712574800941 5.609625651087884 3.0163140216674353 5.211091713300977 54.99622344 -4.06794342 0.005562787391523605 17.23327439700365 17.738864923739435 17.20526893694401 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.0163140216674353 5.211091713300977 54.99622344 -4.06794342 0.005562787391523605 17.23327439700365 17.738864923739435 17.20526893694401 1.0 False False 0.3 0.7 1.5 0.02 8 3 7.983020800165832 5.211091713300977 3.0163140216674353 0.5335959867954259 1.7276356758174192 0.5660534600957732 -0.16185681106540173 False 0.052 Inputed -19.473600928825466 -19.667915213191215 """""" """""" """"""
-0.22706203887730342 0.17602618497032418 -6.511066926268086 17.92424635289497 5475.940763393839 181.0938502551361 82 62 62 74.83627319987863 40 True True 2020rul 14.634583333333332 -2.8338805555555555 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 14.634583333333332 -2.8338805555555555 TNS 2020rul ZTF20abvowvw 2020rul SNIa 0.05 -0.0021315871932543473 0.3342887322499877 0.07485201171046185 0.15644856870374468 0.3342887322499877 0.5330898316190442 13.212003218705187 13.212003218705187 61.62426998117345 61.62426998117345 59094.468877300154 59082.396238400135 17.192308457520248 17.192308457520248 17.456112168779722 5.032553072724362 0.4972274844441184 0.4135964167935483 14.63466994883295 -2.83395615530372 0.0012221691238544219 20.504598777366876 20.956062866022585 20.7030938955307 0.76 """""" """""" """""" """""" 0 False True all False False 0 0.4972274844441184 0.4135964167935483 14.63466994883295 -2.83395615530372 0.0012221691238544219 20.504598777366876 20.956062866022585 20.7030938955307 0.76 False False 0.3 0.7 1.5 0.02 8 3 12.072638900019228 0.4135964167935483 0.4972274844441184 0.25296897049188516 0.831805219407639 3.7637544085023364 3.2469817267509775 False 0.05 Inputed -19.298426462395554 -19.562230173655028 """""" """""" """"""
-0.1219737372684622 0.3345557583638883 -7.8120366755497255 19.416135909750572 5534.896648002238 135.0671377384221 47 27 27 52.90576390037313 41 True False 2021qtb 272.0762333333333 74.28683611111111 SNIa 0.136 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 272.0762333333333 74.28683611111111 TNS 2021qtb ZTF21abhthlm 2021qtb SNIa 0.136 0.013085283134152803 0.4880219031999715 0.11858594797491051 0.23257385269443986 0.4880219031999715 0.7837728836562086 15.248590388433067 15.248590388433067 37.657173511940066 37.657173511940066 59396.42534720013 59382.34166669985 18.984220109293908 18.984220109293908 19.13138280494123 0.7692068140590113 0.7 1.6178828266369394 272.07468099 74.28699495 0.008269121253560163 21.218813161575795 23.64 21.378073507034777 0.5499999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 0.7545194590645965 272.07552518 74.28692065 0.015254110426754286 22.81 22.37527536482811 23.27 0.0 False False 0.3 0.7 1.5 0.02 8 3 14.083680500276387 1.6178828266369394 0.7 2.261926492965223 2.3112611809099137 4.655779890706093 2.2466907020935487 False 0.136 Inputed -19.835563317723775 -19.982726013371096 """""" """""" """"""
-0.1786359300048981 0.23111702589778454 -5.641646482035998 17.704805431599357 5376.458143058961 182.32165428104372 66 49 49 71.88077539997175 38 True False 2018itl 108.62791708333 55.167389 SNIa 0.036 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 108.62791708333 55.167389 TNS 2018itl ZTF18acmzpbf 2018itl SNIa 0.036 0.0160313590605341 0.3545603788200751 0.0935688487676174 0.17570307745742753 0.3545603788200751 0.5542858927303413 15.62218408925445 15.62218408925445 56.25859131071731 56.25859131071731 58450.44642359996 58437.382685199846 17.19682569204476 17.19682569204476 17.256221619010706 2.0268660964898535 1.9469463107476979 0.9780676752197991 108.62755248 55.16756348 0.001653773680382331 17.439626248884203 18.01771488676071 17.80076737163067 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.9469463107476979 0.9780676752197991 108.62755248 55.16756348 0.001653773680382331 17.439626248884203 18.01771488676071 17.80076737163067 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.063738400116563 0.9780676752197991 1.9469463107476979 0.21694751513004107 0.5023598595506138 0.8208891947159493 0.544545752619964 False 0.036 Inputed -18.777686066527863 -18.837081993493808 """""" """""" """"""
-0.19233805045791508 0.1694811991956544 -7.213911355647872 18.727528838798825 5603.35763305464 105.39890621328061 36 30 30 52.02293979981914 75 True False 2020yff 122.79545833333333 -10.588141666666667 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 122.79545833333333 -10.588141666666667 TNS 2020yff ZTF20acmfacr 2020yff SNIa 0.07 0.010775983664665034 0.6458644378428708 0.14724065908611195 0.2978517787552306 0.6458644378428708 1.0644939130891444 14.058092036508306 14.058092036508306 37.964847763310836 37.964847763310836 59153.52210649988 59141.478715300094 18.165547615084844 18.165547615084844 18.260452496503863 1.2007508234062896 2.110966394752197 2.9729631750038643 122.79613508 -10.58765232 0.0009424776348566644 16.03679649567604 17.04111051802635 16.401714975094794 0.95 """""" """""" """""" """""" 0 False True all False False 0 2.110966394752197 2.9729631750038643 122.79613508 -10.58765232 0.0009424776348566644 16.03679649567604 17.04111051802635 16.401714975094794 0.95 False False 0.3 0.7 1.5 0.02 8 3 12.04339119978249 2.9729631750038643 2.110966394752197 0.6393955429315561 1.408342256131868 -1.1244370970584932 -1.8587375214090684 False 0.07 Inputed -19.234713455086933 -19.329618336505952 """""" """""" """"""
-0.12962625649746176 0.3463768762837657 -8.28894197070871 18.70462403245172 4674.9690184159535 168.99804878077768 26 16 16 42.90107640018687 41 True True 2021tks 2.5751249999999994 1.416 SNIa 0.065 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 2.5751249999999994 1.416 TNS 2021tks ZTF21abmdnft 2021tks SNIa 0.065 0.25185771755133146 0.6842725681204982 0.3505872311514331 0.4553752164590321 0.6842725681204982 0.9410113453226323 11.889118186538179 11.889118186538179 31.01195821364869 31.01195821364869 59422.43631940009 59410.437372699846 18.282512914003433 18.51500797958279 18.282512914003433 2.057164814351429 2.2284252670222373 2.0278594491252484 2.57530757877858 1.41546709682235 0.0010753115243465894 16.350229730821848 17.170782385480404 16.69698965757847 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.2284252670222373 2.0278594491252484 2.57530757877858 1.41546709682235 0.0010753115243465894 16.350229730821848 17.170782385480404 16.69698965757847 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 11.998946700245142 2.0278594491252484 2.2284252670222373 0.47379272790193383 0.9099966147103521 -1.3442255941023866 -1.5855232564249633 False 0.065 Inputed -19.04927959495797 -18.816784529378612 """""" """""" """"""
-0.1507338316989595 0.34450738592009506 -15.383063732726864 18.026764861828376 6491.751867643512 231.56773763913895 21 19 19 26.899189800024033 31 True True 2020uqb 242.55015833333331 54.40541388888889 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 242.55015833333331 54.40541388888889 TNS 2020uqb ZTF20acebgre 2020uqb SNIa 0.07 -0.17757878899891466 0.043391609610576864 -0.1261788828711552 -0.07227645317802 0.043391609610576864 0.17015397507476848 -8.313385099792804 -8.313385099792804 35.212574899816836 35.212574899816836 59126.200104199816 59126.200104199816 17.848647385088075 17.848647385088075 18.094605701806607 2.826631076952157 0.6662371942913055 1.6838490276845013 242.55090543 54.40558619 0.06592435621703663 23.98051769233048 24.179800714725257 24.280467530477047 0.5 """""" """""" """""" """""" 0 False True all False False 0 0.6662371942913055 1.6838490276845013 242.55090543 54.40558619 0.06592435621703663 23.98051769233048 24.179800714725257 24.280467530477047 0.5 False False 0.3 0.7 1.5 0.02 8 3 0.0 1.6838490276845013 0.6662371942913055 -0.10066681575179004 2.5274017153540296 6.331153329637182 6.18586182867044 False 0.07 Inputed -19.40056024978419 -19.64651856650272 """""" """""" """"""
-0.13931865752054273 0.3404147647608187 -5.7193463089487775 19.106059007129733 5398.0828902967 180.22910494170804 43 28 28 36.9521989999339 42 True True 2021hyg 174.66827499999997 41.758316666666666 SNIa 0.088993 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 174.66827499999997 41.758316666666666 TNS 2021hyg ZTF21aarxsfm 2021hyg SNIa 0.088993 0.011613050512494283 0.35339537068639615 0.08981011314923393 0.1727019166009356 0.35339537068639615 0.5554336673527871 11.99625115071003 11.99625115071003 24.955947849223868 24.955947849223868 59317.24237270001 59307.26149309985 18.79515184789754 18.79515184789754 18.830186122730755 1.0747798549148844 2.128930546400777 1.5408969075648247 174.66815498787 41.75789810677305 0.0009739658116629801 16.42576324137449 17.2724849064219 16.74317927194297 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.128930546400777 1.5408969075648247 174.66815498787 41.75789810677305 0.0009739658116629801 16.42576324137449 17.2724849064219 16.74317927194297 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 9.980879600159824 1.5408969075648247 2.128930546400777 0.5293056344789306 0.7237891861572954 -1.522666941475638 -2.087006850787784 False 0.088993 Inputed -19.195298510660475 -19.23033278549369 """""" """""" """"""
-0.13803513909535325 0.30080502008417165 -9.365606589921073 19.329178516647932 4872.942289790158 118.15411801580056 37 21 21 35.8351736003533 41 True True 2021jac 237.71682083333332 61.981052777777776 SNIa 0.0818 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 237.71682083333332 61.981052777777776 TNS 2021jac ZTF21aaujakt 2021jac SNIa 0.0818 0.23373894145481344 0.8781710999666039 0.3751815525191162 0.5291572221837733 0.8781710999666039 1.2884711110503453 14.155405229295159 14.155405229295159 21.67976837105814 21.67976837105814 59328.29055560008 59313.47234949982 19.0355144139906 19.105819787019147 19.0355144139906 0.641130172717638 4.1288841852597455 12.023710872043115 237.722196439171 61.9788669940522 0.002931829388934881 14.798379235807062 15.752628831183314 15.155126664375068 0.9949999999999999 """""" """""" """""" """""" 4 False True all False False 0 0.7 2.607769472717168 237.715960505738 61.9804516237926 0.017228573352431997 21.336576833081246 21.48183539545536 21.528703076888323 0.08750000000000001 False False 0.3 0.7 1.5 0.02 8 3 14.818206100258976 12.023710872043115 4.1288841852597455 0.5975021668082459 2.9120969086437842 -3.3531909558358333 -3.880387749615533 False 0.0818 Inputed -18.80358884559746 -18.733283472568914 """""" """""" """"""
-0.43686121101769443 0.14053192030442863 -9.230510439366087 17.72023666447044 6246.324471218395 448.00193473281615 30 21 21 67.99866900034249 40 True False 2019fcb 277.62104208333 74.12105 SNIa 0.024757 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 277.62104208333 74.12105 TNS 2019fcb ZTF19aatmkll 2019fcb SNIa 0.024757 -0.18601179785040145 -0.07784697571269561 -0.15996272880817486 -0.13326028868737438 -0.07784697571269561 -0.01967424678748131 6.330472666816922 6.330472666816922 61.668196333525565 61.668196333525565 58617.392835599836 58606.32371529983 17.010320818838952 17.010320818838952 17.155910981949678 14.083471807268038 4.664147915511605 3.670789994729457 277.62076589 74.12206686 0.0011767663235673353 14.58301517853737 15.104025098204612 14.722798320817947 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.664147915511605 3.670789994729457 277.62076589 74.12206686 0.0011767663235673353 14.58301517853737 15.104025098204612 14.722798320817947 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.069120300002396 3.670789994729457 4.664147915511605 0.3812267773866651 0.7870226376229349 -1.9062957206343398 -2.43311266113173 False 0.024757 Inputed -18.058931444755174 -18.2045216078659 """""" """""" """"""
-0.0863322108734839 0.34500666870652136 -6.314519971810816 19.048495727584935 3728.855442168272 176.25577116745995 41 24 24 60.832013899926096 60 True True 2018eaw 266.05520833333 66.7129135 SNIc 0.0472 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 266.05520833333 66.7129135 TNS 2018eaw ZTF18abeyqpr 2018eaw SNIc 0.0472 0.6361071242876761 1.1436485747224587 0.7528375599479027 0.8761317868494984 1.1436485747224587 1.4413074264462544 21.96942854167883 21.96942854167883 38.862585358247266 38.862585358247266 58322.28274310008 58306.3254976999 18.7058168093939 19.279129240836173 18.7058168093939 1.9291986848032303 2.046137547840397 1.8076284144579124 266.0564775021735 66.7129327179322 0.0008124317900116695 16.218800383157728 16.891404849758146 16.37384313316703 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.046137547840397 1.8076284144579124 266.0564775021735 66.7129327179322 0.0008124317900116695 16.218800383157728 16.891404849758146 16.37384313316703 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.957245400175452 1.8076284144579124 2.046137547840397 0.5175617165911177 0.8834344574565772 -2.3877243910780273 -2.3319736762268732 False 0.0472 Inputed -17.92214332829996 -17.348830896857688 """""" """""" """"""
-0.03915076778795102 0.5084549670515524 -11.953126282656028 18.05719415154393 5364.146445404559 413.17466290032485 58 33 33 74.9777776999399 37 True True 2019dvv 185.82404208333 19.723131 SNIIn 0.0305 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 185.82404208333 19.723131 TNS 2019dvv ZTF19aapzbjr 2019dvv SNIIn 0.0305 0.016414662570003458 0.15640913028573067 0.050085353805464194 0.08463028090744018 0.15640913028573067 0.23188628644693665 52.30151940724064 52.30151940724064 22.676258292699266 22.676258292699266 58633.22868059995 58586.25028940011 17.89816077477572 17.89816077477572 17.898541788467934 1.8704373639091918 2.8207750563170113 3.461476732515025 185.8231661545145 19.723625627117848 0.0010179630422824104 15.484759006940127 16.119405274276733 15.689453699244261 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.8207750563170113 3.461476732515025 185.8231661545145 19.723625627117848 0.0010179630422824104 15.484759006940127 16.119405274276733 15.689453699244261 1.0 False False 0.3 0.7 1.5 0.02 8 3 46.97839119983837 3.461476732515025 2.8207750563170113 0.4299515750324723 1.227136749087166 -1.7787555004989883 -2.2090880892236733 False 0.0305 Inputed -17.772417404452646 -17.77279841814486 """""" """""" """"""
-0.1742924426827048 0.2506923584623074 -6.637725795494719 17.460378597766066 5588.362584254846 120.36947293438851 64 48 48 65.8202546001412 44 True True 2021min 222.24025 18.32668888888889 SNIa 0.042097 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 222.24025 18.32668888888889 TNS 2021min ZTF21abbsbov 2021min SNIa 0.042097 -0.0036625146608244563 0.5328209448271615 0.11375553869758193 0.24183382540601883 0.5328209448271615 0.8755234573895656 14.161694196989906 14.161694196989906 51.65856040315129 51.65856040315129 59362.226678200066 59349.36523150001 16.959503216444617 16.959503216444617 17.07784853558023 6.147437483886993 3.2941727080975305 6.70130962392943 222.238358663985 18.3261973629756 0.0015990707594374376 15.156866984105111 16.335834713530538 15.558252694705725 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 3.2941727080975305 6.70130962392943 222.238358663985 18.3261973629756 0.0015990707594374376 15.156866984105111 16.335834713530538 15.558252694705725 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 12.861446700058877 6.70130962392943 3.2941727080975305 0.7775820188248126 2.034292132727798 -0.6236685029140787 -1.519595840874505 False 0.042097 Inputed -19.299009842984937 -19.41735516212055 """""" """""" """"""
-0.10600931404161507 0.3808865748363208 -6.021937533569677 19.3422310765318 5966.306520393198 180.08119286911327 21 16 16 20.93501150002703 42 True True 2020wfi 133.62789999999998 1.4366944444444445 SNIa 0.115 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 133.62789999999998 1.4366944444444445 TNS 2020wfi ZTF20aciuafo 2020wfi SNIa 0.115 -0.11610123896393176 0.1924723877229475 -0.04568601325698296 0.0290844273816262 0.1924723877229475 0.3756903959424136 12.005419621756927 12.005419621756927 8.929591878270104 8.929591878270104 59139.45593750011 59130.533946800046 18.912057837720376 18.912057837720376 19.095599987761993 0.812001053726215 1.5273179583586802 2.9806881177832345 133.62725242661298 1.436178261565845 0.0070283052142320335 19.186438341333865 19.63326040491104 19.373652003257273 0.9888888888888889 """""" """""" """""" """""" 0 False True all False False 0 1.5273179583586802 2.9806881177832345 133.62725242661298 1.436178261565845 0.0070283052142320335 19.186438341333865 19.63326040491104 19.373652003257273 0.9888888888888889 False False 0.3 0.7 1.5 0.02 8 3 8.92199070006609 2.9806881177832345 1.5273179583586802 0.2596084016537681 1.9515832322081819 0.7212025671906659 0.27805201549528036 False 0.115 Inputed -19.49826999278159 -19.68181214282321 """""" """""" """"""
-0.002140963259172312 0.46071853669126706 0.3928551333645558 18.1918421089389 4744.151675728517 173.89209332674383 185 54 54 73.99981479998678 59 True True 2021qye 232.1598208333333 50.842105555555555 SNII 0.049341 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 232.1598208333333 50.842105555555555 TNS 2021qye ZTF21abhyqlv 2021qye SNII 0.049341 0.1485598671758197 0.5406035803372262 0.23817330114127344 0.33322002070146794 0.5406035803372262 0.7728235384052553 373.43863387903787 373.43863387903787 -299.4388190790511 -299.4388190790511 59401.2972569 59390.22311339993 18.108440240492694 18.155594539591416 18.108440240492694 1.7591182858574221 4.9382577182894645 6.035743616923374 232.158084335799 50.84083726311115 0.0018693581067480425 14.814097820149065 15.781760660792589 15.17935324655533 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 4.569631152632766 232.158155688804 50.8428166487109 0.08636650796652867 22.244443373880387 21.839685638716222 22.16659831889391 0.18333333333333335 False False 0.3 0.7 1.5 0.02 8 3 11.074143500067294 6.035743616923374 4.9382577182894645 0.6024074142372591 1.2222415194268277 -2.373833878798827 -2.9290869939373643 False 0.049341 Inputed -18.616950453576063 -18.56979615447734 """""" """""" """"""
-0.009012812366597827 0.30230335349754567 0.783326271684794 18.917764903969566 4353.818092793779 209.45345199516547 23 15 15 71.99730319995433 81 True True 2018lev 228.28404208333 41.2637 SNII 0.02905 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 228.28404208333 41.2637 TNS 2018lev ZTF18adachwf 2018lev SNII 0.02905 0.281895889309169 0.6290259461883068 0.3625807590624852 0.44723059924669784 0.6290259461883068 0.8285541215556016 145.57402969672412 145.57402969672412 -73.5767264967698 -73.5767264967698 58487.55010419991 58475.49535880005 18.78194958641031 18.983187655523274 18.78194958641031 2.0309947554724253 7.501996862790935 9.6105398492977 228.280716775575 41.2646375242489 0.000791722573898368 12.547288598914147 14.220665402491093 12.952544429410697 0.9949999999999999 """""" """""" """""" """""" 6 False True all False False 0 0.7 3.6091285729624576 228.28480058588298 41.2628753791644 0.24920267695403608 24.318804107534884 18.743616288905145 18.47870595980942 0.6666666666666666 False False 0.3 0.7 1.5 0.02 8 3 12.054745399858803 9.6105398492977 7.501996862790935 1.2681209730803964 1.2810642319733434 -4.762522253032181 -5.829405156999613 False 0.02905 Inputed -16.782460612757244 -16.58122254364428 """""" """""" """"""
-0.11274613348195281 0.299502554646763 -12.489170331086054 18.475800794829702 5544.471741423033 147.74543118412635 24 21 21 74.90896990010515 147 True False 2020gaq 305.06053749999995 16.608941666666666 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 305.06053749999995 16.608941666666666 TNS 2020gaq ZTF20aauqrpe 2020gaq SNIa 0.08 0.04774093624942921 0.4871905792717115 0.14642307549584288 0.2523001912024796 0.4871905792717115 0.7557446466062814 9.218089657130246 9.218089657130246 65.6908802429749 65.6908802429749 58955.477233800106 58944.46331019979 18.00738921041251 18.00738921041251 18.109738242383255 2.6243399835424306 0.7 5.343064582709175 305.05944023 16.60998913 0.15991262369583992 22.728280045080187 23.64 23.84700213418007 0.5 """""" """""" """""" """""" 0 False True all False False 0 0.7 5.343064582709175 305.05944023 16.60998913 0.15991262369583992 22.728280045080187 23.64 23.84700213418007 0.5 False False 0.3 0.7 1.5 0.02 8 3 11.013923600316048 0.0 0.0 0.0 0.0 5.632610789587492 5.160261757616745 True 0.08 Inputed -19.680195779688123 -19.78254481165887 """""" """""" """"""
-0.0138903372981237 0.47114002533077604 -17.58444392405229 19.346736937235757 4948.382397935352 251.88647236719746 45 39 39 64.834837900009 23 True False 2020ryo 342.2095708333333 -17.275683333333333 SNIIn 0.207 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 342.2095708333333 -17.275683333333333 TNS 2020ryo ZTF20abzhvnj 2020ryo SNIIn 0.207 0.19452423139389197 0.46338457251415477 0.25773797298787926 0.32356507330749196 0.46338457251415477 0.6146622395406638 55.612830180918195 55.612830180918195 9.222007719090811 9.222007719090811 59126.310069399886 59107.29434029991 19.19486847450262 19.245238505382186 19.19486847450262 0.39706427374702885 0.8074884515749687 0.2703377890636431 342.20956236 -17.27575799 0.009953673135185137 22.167875815081597 22.859029331195355 22.552507820522784 0.45 """""" """""" """""" """""" 0 False True all False False 0 0.8074884515749687 0.2703377890636431 342.20956236 -17.27575799 0.009953673135185137 22.167875815081597 22.859029331195355 22.552507820522784 0.45 False False 0.3 0.7 1.5 0.02 8 3 19.01572909997776 0.2703377890636431 0.8074884515749687 0.30652151067257094 0.33478842766898 3.613790825813169 3.3576393460201643 False 0.207 Inputed -20.71081081033974 -20.660440779460174 """""" """""" """"""
-0.23049318049890138 0.3132774844619154 -6.0968401959130905 18.373094718226884 3607.485905929706 97.78899237979384 22 16 16 26.031030099838972 89 True True 2020yje 156.79881666666662 10.024941666666667 SNIa 0.032312 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 156.79881666666662 10.024941666666667 TNS 2020yje ZTF20acnznol 2020yje SNIa 0.032312 0.7589260082147824 1.8176907006615188 0.9867299793135977 1.2377484592974106 1.8176907006615188 2.5171411380823443 6.948319296857771 6.948319296857771 19.0827108029812 19.0827108029812 59158.52841439983 59150.5188310002 18.03717673190717 18.77912941361519 18.03717673190717 1.1663913364664655 3.136289769797253 9.982934037463682 156.7960168050845 10.0246449281334 0.0008006767481851806 13.649039064414502 14.894813749976159 14.044614273321628 0.7750000000000001 """""" """""" """""" """""" 0 False True all False False 0 3.136289769797253 9.982934037463682 156.7960168050845 10.0246449281334 0.0008006767481851806 13.649039064414502 14.894813749976159 14.044614273321628 0.7750000000000001 False False 0.3 0.7 1.5 0.02 8 3 8.009583399631083 9.982934037463682 3.136289769797253 0.8501994766545309 3.183039441572082 -3.8843156636390326 -3.9925624585855424 False 0.032312 Inputed -17.760073881681983 -17.01812119997396 """""" """""" """"""
-0.19990159456352546 0.26512586961209583 -6.58792376783007 18.814949465905848 5007.9949667464225 153.20540336822904 25 9 9 16.06482640001923 42 True True 2020aarh 341.02392499999996 -3.6365416666666666 SNIa 0.06113 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 341.02392499999996 -3.6365416666666666 TNS 2020aarh ZTF20acrdadi 2020aarh SNIa 0.06113 0.13521643033780606 0.583416222174737 0.23641169938563422 0.3446010294084232 0.583416222174737 0.8547956060812503 9.1388721252913 9.1388721252913 6.925954274727928 6.925954274727928 59182.192835600115 59173.10706020007 18.49909329534554 18.541490889851794 18.49909329534554 2.1397129134179265 1.737714847045821 4.306196874037449 341.0240973422035 -3.635357930955765 0.0008642765610893388 15.740568148971796 16.939269750459193 16.18212784449339 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.737714847045821 4.306196874037449 341.0240973422035 -3.635357930955765 0.0008642765610893388 15.740568148971796 16.939269750459193 16.18212784449339 0.975 False False 0.3 0.7 1.5 0.02 8 3 9.08577540004626 4.306196874037449 1.737714847045821 0.7571419059658027 2.4780802680935494 -1.6022211393926007 -2.3169654508521482 False 0.06113 Inputed -18.69748684245984 -18.655089247953583 """""" """""" """"""
-0.14886733308704692 0.3959018490719357 -6.380958345829585 18.743235340799224 4250.305425020203 145.6080240418704 21 7 7 38.913761500269175 76 True True 2019dwr 226.86358208333 3.2041945277777 SNIa 0.04181 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 226.86358208333 3.2041945277777 TNS 2019dwr ZTF19aarnrbw 2019dwr SNIa 0.04181 0.4044188095539596 0.9633336047423313 0.5304302520045603 0.6652557691168219 0.9633336047423313 1.30297645345971 8.884343037167467 8.884343037167467 30.029418463101706 30.029418463101706 58606.33770829998 58597.29666669993 18.495671699601434 19.260498618524135 18.495671699601434 3.9007598531566994 4.076676891107188 5.574367965994832 226.863041672775 3.2027431418662147 0.0007880356728228177 14.094139907541274 15.0911652709651 14.443481578741075 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 4.076676891107188 5.574367965994832 226.863041672775 3.2027431418662147 0.0007880356728228177 14.094139907541274 15.0911652709651 14.443481578741075 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 9.041041600052267 5.574367965994832 4.076676891107188 0.6476836922240246 1.3673803725173042 -4.169333347559036 -4.0521901208603595 False 0.04181 Inputed -17.866181881676837 -17.101354962754137 """""" """""" """"""
-0.03417644328464755 0.4728221036753449 -2.297589099526154 18.269293617199505 4025.117933405363 223.87997584518968 134 134 134 70.09928240021691 80 True False 2020nkl 12.137970833333332 55.130005555555556 SNII 0.029 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 12.137970833333332 55.130005555555556 TNS 2020nkl ZTF20aaycmhl 2020nkl SNII 0.029 0.4418188199161577 0.7953531332523873 0.5244908564487005 0.6108815253608952 0.7953531332523873 0.9963635764067291 23.700812971814727 23.700812971814727 46.39846942840218 46.39846942840218 59018.4740394 59014.39237269992 18.08225672977741 18.695595367544083 18.08225672977741 0.5772521683283008 1.2773574536156012 1.3610805289559922 12.13862418 55.13006403 0.003148336630856119 19.148932294654845 19.591703617858887 19.20082807893753 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.2773574536156012 1.3610805289559922 12.13862418 55.13006403 0.003148336630856119 19.148932294654845 19.591703617858887 19.20082807893753 1.0 False False 0.3 0.7 1.5 0.02 8 3 4.081666700076312 1.3610805289559922 1.2773574536156012 0.39087553892135674 1.065543967433243 0.8961082503148035 1.1185713491601206 False 0.029 Inputed -17.478385812342317 -16.865047174575643 """""" """""" """"""
-0.11287337986888284 0.3247765905329837 -7.1277958387574 18.02868352259305 5798.120380174249 168.12652548604152 19 9 9 31.99420140031725 55 True True 2018elp 217.829625 21.290219 SNII 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 217.829625 21.290219 TNS 2018elp ZTF18abklbam 2018elp SNII 0.03 -0.06895422940095841 0.27789387106683705 0.009768315028363617 0.09365322897258466 0.27789387106683705 0.4858357251355905 8.844163961870805 8.844163961870805 23.150037438446446 23.150037438446446 58337.17163190013 58331.16320599988 17.66100786325549 17.66100786325549 17.74875562154057 3.227970562217315 3.480808572204076 13.771274990576353 217.826960235049 21.29312909407475 0.013229435949421608 16.640085651450157 17.090626375193594 16.79381216756582 0.9949999999999999 """""" """""" """""" """""" 4 False True all False False 0 0.7 3.3620680549550683 217.8294167444165 21.2911325268946 0.040261068614651396 21.923332561895847 20.983735779173372 21.861967279472353 0.33 False False 0.3 0.7 1.5 0.02 8 3 6.008425900246948 13.771274990576353 3.480808572204076 0.2968142076277722 3.95634367846212 -0.5703814880618978 -0.9549434539747494 False 0.03 Inputed -17.886041832084757 -17.973789590369837 """""" """""" """"""
-0.10913857334897319 0.3423567560777621 -23.075205850725695 18.974219577585306 6133.350623411031 182.34791580814542 12 10 10 29.044733699876815 27 True True 2018kbc 212.75973499999 54.5304075 SNIa 0.102082 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 212.75973499999 54.5304075 TNS 2018kbc ZTF18acvwcig 2018kbc SNIa 0.102082 -0.03259963822841172 0.29341289479830834 0.04200526502439317 0.1210789944441153 0.29341289479830834 0.4860384545890213 -10.219597397622014 -10.219597397622014 39.264331097498825 39.264331097498825 58468.54723379994 58465.5131019 18.900707513931987 18.900707513931987 18.906266092950307 1.1949971179116154 2.4785567400679827 6.879604344615734 212.762228896274 54.53165561428855 0.003037919760904062 16.27295763426453 17.262958602303264 16.6383907287091 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.4785567400679827 6.879604344615734 212.762228896274 54.53165561428855 0.003037919760904062 16.27295763426453 17.262958602303264 16.6383907287091 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 3.0341318999417126 6.879604344615734 2.4785567400679827 0.6245678735941631 2.7756493258359045 -1.637748911628723 -2.267875364241206 False 0.102082 Inputed -19.42315869882536 -19.42871727784368 """""" """""" """"""
-0.050452878508364926 0.2884633736930164 -5.8994935870118725 19.265999858122488 6084.562034883174 193.08347993479094 19 8 8 22.01892360020429 36 True False 2019jxr 198.62541249999 -8.418046777777 SNIa 0.115 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 198.62541249999 -8.418046777777 TNS 2019jxr ZTF19abaesgr 2019jxr SNIa 0.115 -0.14345101928096682 0.13521443824419777 -0.07950603496665565 -0.011850986202958325 0.13521443824419777 0.2990391389333027 26.763681623562018 26.763681623562018 -4.744758023357729 -4.744758023357729 58662.19383100001 58654.17121529998 18.839541901654325 18.839541901654325 18.950701637917412 3.8210984509767907 0.7 1.3831642765246883 198.62512322 -8.4177904 0.019052679777926018 22.544371839308738 22.5627578268528 22.082839775896073 0.6833333333333332 """""" """""" """""" """""" 0 False True all False False 0 0.7 1.3831642765246883 198.62512322 -8.4177904 0.019052679777926018 22.544371839308738 22.5627578268528 22.082839775896073 0.6833333333333332 False False 0.3 0.7 1.5 0.02 8 3 8.022615700028837 1.3831642765246883 0.7 0.47991805095672646 1.9759489664638406 3.723215925198474 3.132138137978661 False 0.115 Inputed -19.643168342626172 -19.75432807888926 """""" """""" """"""
-0.1003773893922361 0.42480146797122753 -5.5251361413819415 17.441410742191216 5415.761078738992 80.08420664031358 11 7 7 38.93679399974644 33 True False 2018kax 52.2177175 -21.88902580555 SNIa 0.0511 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 52.2177175 -21.88902580555 TNS 2018kax ZTF18acwvdoo 2018kax SNIa 0.0511 0.05896793033401693 0.9810215680079466 0.24817379302349707 0.4631342781377761 0.9810215680079466 1.637546961060444 13.961694502339345 13.961694502339345 24.975099497407097 24.975099497407097 58483.16724540014 58472.209560200106 17.325721579749597 17.325721579749597 17.566513496527424 1.2193516468707482 1.4623857343530697 2.520659238412764 52.21701475 -21.88877078 0.004865045791965228 18.964562299084662 19.07783854830265 19.109171567058564 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.4623857343530697 2.520659238412764 52.21701475 -21.88877078 0.004865045791965228 18.964562299084662 19.07783854830265 19.109171567058564 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.957685200031847 2.520659238412764 1.4623857343530697 -0.031333018755912434 1.7236623547397043 1.7521169685530538 1.5426580705311395 False 0.0511 Inputed -19.235841985806953 -19.47663390258478 """""" """""" """"""
-0.20620878186805278 0.2530503605740202 -5.940376909553869 18.71261006503866 5158.389161385301 152.35612714080693 44 27 27 33.998032399918884 41 True False 2021fyh 122.90149999999998 78.50203055555555 SNIa 0.058 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 122.90149999999998 78.50203055555555 TNS 2021fyh ZTF21aapduck 2021fyh SNIa 0.058 0.08574000845469598 0.5217178976149022 0.18403249959420975 0.28921968659958 0.5217178976149022 0.7863282598868828 8.779310650242959 8.779310650242959 25.218721749675925 25.218721749675925 59298.25405090023 59290.19832180021 18.250464426981157 18.250464426981157 18.334920306489956 1.2720172418699083 2.651586926543448 6.761924410443931 122.89999873 78.50388488 0.0014057925711694619 15.222642335152626 16.128206701231004 15.541781047225 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.651586926543448 6.761924410443931 122.89999873 78.50388488 0.0014057925711694619 15.222642335152626 16.128206701231004 15.541781047225 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 8.055729100015014 6.761924410443931 2.651586926543448 0.5864256540060051 2.550142461012444 -2.1222577257501527 -2.793139259264956 False 0.058 Inputed -18.745963252477715 -18.830419131986513 """""" """""" """"""
-0.0013130102402616434 0.399780417284639 -10.16000465530304 18.132192788925565 4910.711257031933 180.9590592832448 91 56 56 72.97519680019468 198 True True 2021qzi 311.30778749999996 -5.6194194444444445 SNII 0.027365 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 311.30778749999996 -5.6194194444444445 TNS 2021qzi ZTF21abiblpl 2021qzi SNII 0.027365 0.1851562621613141 0.5692690539514409 0.27330969337550926 0.36656404264614295 0.5692690539514409 0.7951757500675605 694.213479051613 694.213479051613 -621.2382822514184 -621.2382822514184 59397.420057899784 59391.31975689996 18.031316363594236 18.031316363594236 18.11790443953962 3.4536203504865948 5.873952412970988 21.36064887778018 311.3128260732935 -5.6225916552725295 0.0029920458156418306 13.473332329571248 15.449772679469586 13.798265716247558 0.99 """""" """""" """""" """""" 24 False True all False False 0 0.7 3.185903815234654 311.308188125827 -5.62020951774191 0.06742468539740931 22.740378838262558 22.627505520915985 23.276141095938684 0.2 False False 0.3 0.7 1.5 0.02 8 3 6.100300999823958 21.36064887778018 5.873952412970988 1.6515069632220278 3.6365035628499705 -2.58154368412465 -4.31963872329206 False 0.027365 Inputed -17.31584185579926 -17.402429931744642 """""" """""" """"""
-0.276013124205937 0.19590553397653443 -10.659296632663791 17.2825120767626 5241.001828783951 162.04929583813157 25 25 25 57.85164349991828 39 True False 2020adnb 167.23529166666665 -26.688311111111112 SNIa 0.03394 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 167.23529166666665 -26.688311111111112 TNS 2020adnb ZTF20aczgjdx 2020adnb SNIa 0.03394 0.1015999559597347 0.5126621823523223 0.19487497137435383 0.29427700255151024 0.5126621823523223 0.7593232868904849 6.245286916242451 6.245286916242451 51.60635658367583 51.60635658367583 59215.50237269979 59204.50375000015 16.892964169158844 16.892964169158844 16.966342195919605 3.7778500493552563 2.6391148843100165 13.387610583834677 167.23893641 -26.69010696 0.002984489106487742 14.857406256330012 16.26638930130005 15.35032978477478 0.95 """""" """""" """""" """""" 2 False True all False False 0 0.7 9.775641251216559 167.23362862 -26.69058398 0.5871055101400737 23.336972260010242 23.64 23.27 0.6 False False 0.3 0.7 1.5 0.02 8 3 10.998622699640691 13.387610583834677 2.6391148843100165 0.9160595165252676 5.072765366686491 -0.6265748678587961 -1.6160124111448244 False 0.03394 Inputed -18.9385174829457 -19.01189550970646 """""" """""" """"""
-0.0331558111462309 0.4464089392505067 -22.236748418948032 18.355669101930634 5089.063499876386 257.6058857067993 61 28 28 73.92377310013399 90 True False 2019cqc 275.429385 30.992636805555 SLSN-II 0.1173 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 275.429385 30.992636805555 TNS 2019cqc ZTF19aamrais 2019cqc SLSN-II 0.1173 0.17665421518918123 0.4360256007286445 0.23770935379054237 0.3012394997954466 0.4360256007286445 0.5816398123735169 42.96638054535764 42.96638054535764 30.95739255477635 30.95739255477635 58608.38513890002 58567.50715279998 18.16608837015306 18.344057801432477 18.16608837015306 0.2724431207055375 1.3974443408676103 1.2696047167700233 275.4293174 30.99298468 0.0018319582137226176 18.280880187797546 18.96470591468811 18.516606288290024 0.9400000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.3974443408676103 1.2696047167700233 275.4293174 30.99298468 0.0018319582137226176 18.280880187797546 18.96470591468811 18.516606288290024 0.9400000000000001 False False 0.3 0.7 1.5 0.02 8 3 40.87798610003665 1.2696047167700233 1.3974443408676103 0.4480996263980863 0.9085189868684022 0.6206481132556334 0.35051791813696553 False 0.1173 Inputed -20.47177784914601 -20.293808417866593 """""" """""" """"""
-0.14860086214365 0.22860393186896655 -7.619874867444157 18.794269587733318 3945.8049821053005 189.92682433772686 42 28 28 52.02672460023314 39 True True 2019odo 347.51040166666 9.4686173055555 SNII 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 347.51040166666 9.4686173055555 TNS 2019odo ZTF19abqwsuf 2019odo SNII 0.04 0.5341489474674717 0.9785084606013434 0.6368965388221142 0.7450502818213032 0.9785084606013434 1.2365140154205605 11.249207714754679 11.249207714754679 40.77751688547846 40.77751688547846 58721.31421299977 58712.37619209988 18.285967419634257 18.76520631023093 18.285967419634257 1.7229176179178585 3.361076504940996 1.7293177438889693 347.510434760692 9.468138049929184 0.00183630978960736 16.136597170664075 16.920968326227666 16.387593233442306 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.361076504940996 1.7293177438889693 347.510434760692 9.468138049929184 0.00183630978960736 16.136597170664075 16.920968326227666 16.387593233442306 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 8.938020899891853 1.7293177438889693 3.361076504940996 0.5333750927853593 0.5145130559648858 -1.8442379840032643 -1.8983741861919512 False 0.04 Inputed -17.97883746784716 -17.499598577250488 """""" """""" """"""
-0.14853044447300032 0.2452082161674722 -6.957442992274167 18.963747288203866 5019.163750754539 187.9792047660164 31 19 19 37.91645839996636 49 True False 2020yii 336.5473083333333 -26.900516666666665 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 336.5473083333333 -26.900516666666665 TNS 2020yii ZTF20acobamg 2020yii SNIa 0.07 0.12295612654223476 0.4762245506229732 0.20422031029814747 0.29005840892443757 0.4762245506229732 0.6830819779831359 14.55128020849034 14.55128020849034 23.36517819147602 23.36517819147602 59157.212731500156 59145.167708300054 18.556088682374366 18.7366610078173 18.556088682374366 0.9353751791334233 0.8734682504114933 0.9501937564914625 336.54732701 -26.90025325 0.0019333508142342914 19.494551349931957 20.115097986662388 19.81427493108511 0.8899999999999999 """""" """""" """""" """""" 0 False True all False False 0 0.8734682504114933 0.9501937564914625 336.54732701 -26.90025325 0.0019333508142342914 19.494551349931957 20.115097986662388 19.81427493108511 0.8899999999999999 False False 0.3 0.7 1.5 0.02 8 3 12.04502320010215 0.9501937564914625 0.8734682504114933 0.30082305557727906 1.0878400629259548 1.3784369788450874 1.258186248710743 False 0.07 Inputed -18.93907726921643 -18.758504943773495 """""" """""" """"""
-0.1841616849579002 0.21557997928006253 -5.799958854336062 18.446639247889575 5042.5921631771 40.455609993912816 40 27 27 26.93142360029742 59 True True 2020amt 113.68212083333331 18.042491666666667 SNIa 0.045 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 113.68212083333331 18.042491666666667 TNS 2020amt ZTF20aahaxjl 2020amt SNIa 0.045 0.2822897769662305 2.996916880566449 0.7447541764688808 1.3318980489768109 2.996916880566449 5.569940244326233 12.583990676661651 12.583990676661651 14.34743292363577 14.34743292363577 58881.26795140002 58871.21593749989 18.1230288401329 18.23795598043498 18.1230288401329 0.9869069376634496 2.5573909896958553 1.025148389833508 113.6823956004835 18.0423783730158 0.0011561153272621194 16.279008590968846 17.36957361226797 16.632280125386714 0.9850000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.5573909896958553 1.025148389833508 113.6823956004835 18.0423783730158 0.0011561153272621194 16.279008590968846 17.36957361226797 16.632280125386714 0.9850000000000001 False False 0.3 0.7 1.5 0.02 8 3 10.052013900130987 1.025148389833508 2.5573909896958553 0.7372934868812564 0.40085712116919076 -0.8683823681670084 -1.4907487147461858 False 0.045 Inputed -18.400146599615002 -18.285219459312923 """""" """""" """"""
-0.2219531534164807 0.16488078753574675 -5.838757247331074 17.938260010585715 5291.161278232829 113.07264290152253 52 38 38 63.85406249994412 60 True True 2021gqc 226.94979166666664 -10.24716111111111 SNIa 0.047 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 226.94979166666664 -10.24716111111111 TNS 2021gqc ZTF21aapkvrd 2021gqc SNIa 0.047 0.06739385190727276 0.6757699958590031 0.19966217909376027 0.34454665344464885 0.6757699958590031 1.06905129925876 13.312113762725225 13.312113762725225 50.541948737218895 50.541948737218895 59301.44880789984 59290.41916669998 17.31477549349446 17.31477549349446 17.418961198887946 2.760304403915827 0.8028208808736862 0.11163594781801425 226.9498149392055 -10.24714020302115 0.00012034188280241054 16.395851632249354 17.454719338645937 16.760408414363862 0.805 """""" """""" """""" """""" 0 False True all False False 0 0.8028208808736862 0.11163594781801425 226.9498149392055 -10.24714020302115 0.00012034188280241054 16.395851632249354 17.454719338645937 16.760408414363862 0.805 False False 0.3 0.7 1.5 0.02 8 3 11.029641199856997 0.11163594781801425 0.8028208808736862 0.6943109242820746 0.139054614145716 0.13994384515147829 -0.6585527845240833 False 0.047 Inputed -19.19967510370677 -19.303860809100257 """""" """""" """"""
-0.11604192414369809 0.2545198135123413 -35.27557193422325 18.290008626447086 6811.714866626932 210.75333309602712 29 17 17 57.94490740029141 48 True True 2019lud 234.95217541666 32.467550388888 SNII 0.04942 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 234.95217541666 32.467550388888 TNS 2019lud ZTF19abiszzn 2019lud SNII 0.04942 -0.11435022105766635 0.14508803307668217 -0.05435618897364236 0.008800813214485004 0.14508803307668217 0.29551219174251386 -23.430694529483084 -23.430694529483084 81.37560192977449 81.37560192977449 58691.2228472 58691.170057899784 17.939306845181857 17.939306845181857 18.19334569224407 10.929916957238367 3.6792654611639057 1.1387826122243792 234.9518620758835 32.467376678966346 0.003580644319517323 16.831693279420136 17.238297803251744 16.93861650512099 0.9777777777777779 """""" """""" """""" """""" 0 False True all False False 0 3.6792654611639057 1.1387826122243792 234.9518620758835 32.467376678966346 0.003580644319517323 16.831693279420136 17.238297803251744 16.93861650512099 0.9777777777777779 False False 0.3 0.7 1.5 0.02 8 3 0.052789300214499235 1.1387826122243792 3.6792654611639057 0.2996812981307535 0.3095135766213875 -0.7010090419301136 -1.254729187123079 False 0.04942 Inputed -18.535559477840007 -18.78959832490222 """""" """""" """"""
-0.042992171306928284 0.35634263369652386 -30.595190935226448 19.602222845460318 8251.308212132222 313.51492081680846 69 31 31 73.93268520012498 41 True True 2020qhs 34.4748733233 -9.61412619912 TDE 0.345 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 34.4748733233 -9.61412619912 TNS 2020qhs ZTF20abowque 2020qhs TDE 0.345 -0.39346167138224786 -0.2676451035712688 -0.3637345331536679 -0.33287835323006476 -0.2676451035712688 -0.19749149633007335 13.446005527849113 13.446005527849113 60.48667967227587 60.48667967227587 59076.48158559995 59056.44156249985 18.834642129488497 18.834642129488497 19.254357553590246 0.4417382517718796 0.6641477888341095 0.2083124098495313 34.474829199081 -9.614164352320545 0.00047138492714304814 18.666412986934183 20.681070100421906 19.28041321110606 0.9944444444444444 """""" """""" """""" """""" 0 False True all False False 0 0.6641477888341095 0.2083124098495313 34.474829199081 -9.614164352320545 0.00047138492714304814 18.666412986934183 20.681070100421906 19.28041321110606 0.9944444444444444 False False 0.3 0.7 1.5 0.02 8 3 20.040023100096732 0.2083124098495313 0.6641477888341095 1.4006568893158438 0.3136536977940063 1.8464279709334086 0.02605565751581551 False 0.345 Inputed -21.799183769448714 -22.218899193550463 """""" """""" """"""
-0.13381868142096026 0.2701415879962721 1.6782544980128271 18.38071653129979 5108.3899180037115 200.86918864407363 49 31 31 62.985381999984384 126 True True 2019wbm 32.96694583333333 28.308669444444444 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 32.96694583333333 28.308669444444444 TNS 2019wbm ZTF19abtcapa 2019wbm SNIa 0.07 0.03239999429047202 0.3401305475507712 0.103472874945858 0.17835255200864708 0.3401305475507712 0.5189882008434559 11.45872045052064 11.45872045052064 51.52666154946374 51.52666154946374 58819.1453009001 58819.1453009001 17.797271178444205 17.995039719781488 17.797271178444205 4.037050075298523 2.0601503253772497 0.12590585793189343 32.96696092400575 28.30863709240255 0.0003710094886142379 15.402370299174784 16.54130783528328 15.88771952548027 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.0601503253772497 0.12590585793189343 32.96696092400575 28.30863709240255 0.0003710094886142379 15.402370299174784 16.54130783528328 15.88771952548027 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.12590585793189343 2.0601503253772497 0.6535883098030109 0.06111488874426572 -1.4537318844982074 -1.9095516529639358 False 0.07 Inputed -19.69789477314659 -19.500126231809308 """""" """""" """"""
-0.12903370913849435 0.33359941739163546 -12.881963499669952 19.048626113653242 5433.708418831472 209.4572264987193 33 17 17 29.99188659992069 61 True True 2021bne 141.98792499999996 12.791302777777778 SNIa 0.113 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 141.98792499999996 12.791302777777778 TNS 2021bne ZTF21aagnwkk 2021bne SNIa 0.113 0.04373726303360215 0.3400523550622836 0.11240761149377576 0.18459537104466506 0.3400523550622836 0.5112158935960665 -4.373997928063261 -4.373997928063261 34.36588452798395 34.36588452798395 59248.28535880009 59248.28535880009 18.84559892621659 18.84559892621659 18.901644602367277 0.5312065841494652 0.6653045018381054 0.38970009396228883 141.987880702805 12.7912035204787 0.0006226047526508571 18.951777924517394 20.01970308275223 19.320506125524044 0.6950000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.6653045018381054 0.38970009396228883 141.987880702805 12.7912035204787 0.0006226047526508571 18.951777924517394 20.01970308275223 19.320506125524044 0.6950000000000001 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.38970009396228883 0.6653045018381054 0.6991969572281853 0.5857469668183879 1.1741041565356412 0.4188615231567674 False 0.113 Inputed -19.653258012886656 -19.709303689037345 """""" """""" """"""
-0.15537259567076922 0.16609043123399117 -12.137076853879973 19.37412552178148 4164.039812352481 92.26563742965209 89 73 73 40.97976850019768 53 True True 2020aok 168.75588749999997 52.50554722222222 SNIIb 0.04635 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 168.75588749999997 52.50554722222222 TNS 2020aok ZTF20aahgejq 2020aok SNIIb 0.04635 0.6069659937959564 1.6662528524754379 0.8324400337894247 1.082599156301388 1.6662528524754379 2.3788527785736875 14.29142125097316 14.29142125097316 26.68834724922452 26.68834724922452 58886.30266200006 58871.42847219994 18.87070379739394 19.354543987493233 18.87070379739394 0.674301156079365 2.6694220850300483 1.5706727372897888 168.7566040543005 52.5055583707034 0.0025926078344381542 17.172530852261186 17.72391942597389 17.366293450521827 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.6694220850300483 1.5706727372897888 168.7566040543005 52.5055583707034 0.0025926078344381542 17.172530852261186 17.72391942597389 17.366293450521827 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 14.874189800117165 1.5706727372897888 2.6694220850300483 0.35762597545206276 0.5883942993122081 -1.630624561519344 -1.5044103468721133 False 0.04635 Inputed -17.717356375660398 -17.233516185561104 """""" """""" """"""
-0.16696165884943892 0.22644476739001854 -8.182655866591977 18.1019201538902 6166.017268662663 88.92631598868876 75 66 66 72.8945138999261 48 True False 2021umd 16.09991666666666 -13.361388888888888 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 16.09991666666666 -13.361388888888888 TNS 2021umd ZTF21abprzfg 2021umd SNIa 0.06 -0.0841037563730005 0.6422183030690753 0.06713148366238642 0.23742433727680634 0.6422183030690753 1.1461644814752745 11.712464617977659 11.712464617977659 61.18204928194844 61.18204928194844 59436.422546300106 59425.42320600012 17.451818771628737 17.451818771628737 17.664906896354147 4.262143140622324 1.3772683041129996 2.9547819426923647 16.10069928 -13.36169531 0.011816089349922398 20.018059408813716 20.560947403430937 20.107522775411606 0.9875 """""" """""" """""" """""" 0 False True all False False 0 1.3772683041129996 2.9547819426923647 16.10069928 -13.36169531 0.011816089349922398 20.018059408813716 20.560947403430937 20.107522775411606 0.9875 False False 0.3 0.7 1.5 0.02 8 3 10.999340299982578 2.9547819426923647 1.3772683041129996 0.4534246280193308 2.1453931190228976 3.1091286318022 2.4426158790574597 False 0.06 Inputed -19.490594084843654 -19.703682209569063 """""" """""" """"""
-0.2103870193947895 0.2253600048593065 -5.2108498580436535 17.987887983412346 5999.725644264407 153.52691352994205 25 17 17 38.017199099995196 47 True True 2019geb 155.83435749999 41.394883388888 SNIa 0.0515 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 155.83435749999 41.394883388888 TNS 2019geb ZTF19aavnwtf 2019geb SNIa 0.0515 -0.12233803106945018 0.24530336866289204 -0.03976561009522328 0.04882054919765011 0.24530336866289204 0.4697810001398288 7.864971038326056 7.864971038326056 30.152228061669142 30.152228061669142 58640.175196799915 58634.181828700006 17.408943446987852 17.408943446987852 17.56932510413638 4.237689513194407 1.763976729616116 2.048803851308587 155.83381325814952 41.3944869043051 0.0018018940113606607 17.510428734887242 18.08496381551325 17.72542364950955 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.763976729616116 2.048803851308587 155.83381325814952 41.3944869043051 0.0018018940113606607 17.510428734887242 18.08496381551325 17.72542364950955 1.0 False False 0.3 0.7 1.5 0.02 8 3 5.993368099909276 2.048803851308587 1.763976729616116 0.35954016600370053 1.161468752342587 0.6760203685253998 0.15609854537317247 False 0.0515 Inputed -19.250166139682033 -19.41054779683056 """""" """""" """"""
-0.0037891441946937446 0.3539076302017514 -6.147480636441291 18.241348986688145 5402.159690694266 178.78540351680954 117 76 76 73.92050929972902 53 True True 2021ad 79.27395833333333 -6.657019444444445 SNII 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 79.27395833333333 -6.657019444444445 TNS 2021ad ZTF20adaduxg 2021ad SNII 0.03 0.01420982336673049 0.35975727223826226 0.09321559350885167 0.17700086916502045 0.35975727223826226 0.5642664394486481 267.98471988232313 267.98471988232313 -194.06421058259411 -194.06421058259411 59216.25749999983 59216.25562500022 18.060249630651168 18.060249630651168 18.202382129975863 0.5234834988522505 2.970611112791737 2.04422310486158 79.27341421012079 -6.6571936593453955 0.00233006317560569 16.712454858493807 17.19501167793274 16.851467116642 0.99375 """""" """""" """""" """""" 1 False True all False False 0 0.7 0.4024399207275891 79.27384580040686 -6.657017634726341 0.0025624445782415073 20.685013632154465 18.693546622800827 20.516188609399794 0.18333333333333335 False False 0.3 0.7 1.5 0.02 8 3 0.0018749996088445187 2.04422310486158 2.970611112791737 0.3435445612907415 0.6881490128610098 -0.8652379527184273 -1.3509150133338643 False 0.03 Inputed -17.432415323649465 -17.57454782297416 """""" """""" """"""
-0.008860778721597809 0.16891873794436518 -8.621477488055064 17.128493770320965 3498.1228625998433 278.9752193835521 33 14 14 72.95559029979631 48 True False 2019bzd 221.88349999999 -19.766031 SNIIP 0.008 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 221.88349999999 -19.766031 TNS 2019bzd ZTF19aamwhat 2019bzd SNIIP 0.008 0.7575308928739872 1.0831696539940303 0.8348099785508545 0.9147896701999727 1.0831696539940303 1.263336602975265 239.09477816917126 239.09477816917126 -166.13918786937495 -166.13918786937495 58608.33549770014 58561.31689810008 16.926907406191585 17.213449925358216 16.926907406191585 3.588201416000571 2.2519297320355327 3.13773719212992 221.88442532 -19.76599385 0.00022698683555488763 14.00190455224514 23.64 18.649307271695136 1.0 """""" """""" """""" """""" 1 False True all False False 0 13.024452640518643 0.8911757061795728 221.88324101 -19.76598769 0.0023640811776008963 12.98687585260868 15.660291661167145 13.301168722391129 1.0 False False 0.3 0.7 1.5 0.02 8 3 47.0185996000655 3.13773719212992 2.2519297320355327 4.9906927283048645 1.3933548402923304 6.426550074641785 1.7223998655035508 False 0.008 Inputed -15.825572871504265 -15.539030352337635 """""" """""" """"""
-0.14940978232084776 0.130509929598426 -16.766899184037797 15.291258831370769 4656.4822720943375 140.78825112193906 47 25 25 73.89237269992009 48 True True 2019ltw 244.66056708333 21.973016249999 SNII 0.016 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 244.66056708333 21.973016249999 TNS 2019ltw ZTF19abiietd 2019ltw SNII 0.016 0.37627938425907814 0.9481089944276668 0.5047014566524446 0.6424520445432158 0.9481089944276668 1.297992848201595 17.87111730363862 17.87111730363862 56.02125539628147 56.02125539628147 58712.23606480006 58691.22704860009 14.712564732416215 14.864241650319391 14.712564732416215 33.902064277493764 4.330239315400656 0.9706673088222392 244.660488997257 21.9732759738292 0.000723404453251919 14.310947498970032 14.986764434051514 14.518985317802429 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 4.330239315400656 0.9706673088222392 244.660488997257 21.9732759738292 0.000723404453251919 14.310947498970032 14.986764434051514 14.518985317802429 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 21.009016199968755 0.9706673088222392 4.330239315400656 0.4677791162490852 0.2241601994998348 0.12252278373212278 -0.19357941461378658 False 0.016 Inputed -19.549563690679356 -19.39788677277618 """""" """""" """"""
-0.17065818599334087 0.19315800910667927 -10.011149055209755 18.656566461076824 6105.139779510828 82.79880160035741 89 37 37 58.94075229996815 58 True True 2019waa 12.91258333333333 45.15121944444444 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 12.91258333333333 45.15121944444444 TNS 2019waa ZTF19acvwllm 2019waa SNIa 0.08 -0.03395324735452476 0.7921258493378254 0.13609795468077124 0.32894754478534693 0.7921258493378254 1.376472992103274 16.583564762961657 16.583564762961657 42.357187537006496 42.357187537006496 58829.110324100126 58812.15034720022 18.087268710267487 18.087268710267487 18.169462816502403 1.460841816935553 1.1615382331433224 3.7065289428232315 12.9139428381783 45.1508442063041 0.006804929255650127 19.078957122197153 19.572076900224687 19.290961207671167 0.605 """""" """""" """""" """""" 0 False True all False False 0 1.1615382331433224 3.7065289428232315 12.9139428381783 45.1508442063041 0.006804929255650127 19.078957122197153 19.572076900224687 19.290961207671167 0.605 False False 0.3 0.7 1.5 0.02 8 3 16.959976899903268 3.7065289428232315 1.1615382331433224 0.2811156925535201 3.191052035190203 1.4848081899571994 1.121498391168764 False 0.08 Inputed -19.620471205568975 -19.70266531180389 """""" """""" """"""
-0.11868367293251787 0.27371798669395714 -7.746766771739445 17.677749318650537 6042.229347168251 75.22997775964078 30 18 18 42.854490800295025 228 True False 2021ums 288.62987499999997 -21.319355555555557 SNIa 0.0485 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 288.62987499999997 -21.319355555555557 TNS 2021ums ZTF21abqgbau 2021ums SNIa 0.0485 -0.0439091117650392 0.8821866502165499 0.14297306700109402 0.3575727363043697 0.8821866502165499 1.5586033411537166 10.107336844199752 10.107336844199752 32.747153956095275 32.747153956095275 59434.25165509991 59427.314444399904 17.216503472659497 17.216503472659497 17.348703141066135 5.1254278347888125 3.824058918888334 1.7441740424025844 288.62955438 -21.31897408 0.0005833559207659711 14.304581424713135 15.143077173614502 14.617591886138916 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.824058918888334 1.7441740424025844 288.62955438 -21.31897408 0.0005833559207659711 14.304581424713135 15.143077173614502 14.617591886138916 1.0 False False 0.3 0.7 1.5 0.02 8 3 6.937210700009018 1.7441740424025844 3.824058918888334 0.5254852874755862 0.45610543127029574 -2.0734262990449945 -2.731111254927219 False 0.0485 Inputed -19.338924802343765 -19.471124470750404 """""" """""" """"""
-0.0949479299380936 0.2949370088650272 -26.408784403864303 17.507934893813307 4598.039262884764 226.27715697436057 123 109 109 74.88886569999158 37 True True 2020oao 25.957658333333335 30.353886111111112 SNIa 0.054 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 25.957658333333335 30.353886111111112 TNS 2020oao ZTF20abjkxwa 2020oao SNIa 0.054 0.3942501812059618 0.7347162405858576 0.47389402884092036 0.557102331726476 0.7347162405858576 0.9281564175211159 -13.549173083110661 -13.549173083110661 88.43803878310224 88.43803878310224 59032.479282400105 59032.479282400105 17.434568180461635 17.434568180461635 17.502415914971603 4.1566405858831095 1.2285330017812173 0.8328876227481713 25.95791058590115 30.353807724985053 0.0008229222131113101 17.669835647451876 18.38637629066467 17.90589792634249 0.6799999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.2285330017812173 0.8328876227481713 25.95791058590115 30.353807724985053 0.0008229222131113101 17.669835647451876 18.38637629066467 17.90589792634249 0.6799999999999999 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.8328876227481713 1.2285330017812173 0.48047836432218105 0.6779529907137942 0.9518081102030358 0.4034820113708868 False 0.054 Inputed -19.421279109635176 -19.489126844145144 """""" """""" """"""
-0.07794840296359452 0.4094670451822525 -9.123421557483727 18.97144857004238 6445.13291990518 80.53213995499068 35 22 22 43.907835700083524 58 True True 2021bmi 184.1725833333333 41.078363888888894 SNIa 0.085 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 184.1725833333333 41.078363888888894 TNS 2021bmi ZTF21aagteny 2021bmi SNIa 0.085 -0.11283474781620484 0.6907255702950827 0.051131951444073565 0.23813620406067315 0.6907255702950827 1.2666065537085913 4.243695243352343 4.243695243352343 39.66414045673118 39.66414045673118 59250.366712999996 59248.4545948999 18.577860985432064 18.577860985432064 18.70897421409961 1.0803356382443543 0.8335806546819962 3.229164119918148 184.17158901597702 41.0778711467827 0.010051597879796037 20.08243919333458 20.625061750999688 20.23198983682692 0.925 """""" """""" """""" """""" 0 False True all False False 0 0.8335806546819962 3.229164119918148 184.17158901597702 41.0778711467827 0.010051597879796037 20.08243919333458 20.625061750999688 20.23198983682692 0.925 False False 0.3 0.7 1.5 0.02 8 3 1.9121181000955403 3.229164119918148 0.8335806546819962 0.39307191417276854 3.8738472417525647 2.0472007655676236 1.5230156227273106 False 0.085 Inputed -19.214963401863336 -19.34607663053088 """""" """""" """"""
-0.0026863762346885697 0.4005197511523016 -12.879803780552853 18.359747204694074 4359.449200021071 209.5137468951114 47 28 28 71.93056719982997 50 True True 2020alg 216.79391708333 35.922261 SNII 0.028 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 216.79391708333 35.922261 TNS 2020alg ZTF20aahqbun 2020alg SNII 0.028 0.39081458477837216 0.760435091696511 0.4768160509880346 0.5669803733401544 0.760435091696511 0.9725314938964829 330.8081185297937 330.8081185297937 -258.87755132996375 -258.87755132996375 58875.52854169998 58872.44525460014 18.29903574747927 18.614637831647777 18.29903574747927 1.3786416064513856 5.029187813990696 3.1530377462038914 216.793119074122 35.9216698361983 0.0008672095985498007 14.048875848476886 15.285950981949568 14.496674148708582 1.0 """""" """""" """""" """""" 1 False True all False False 0 1.670906885909885 1.4293088759387056 216.79357303 35.92197815 0.002007849253762628 17.957040188404918 17.671259913766384 17.91186887911558 1.0 False False 0.3 0.7 1.5 0.02 8 3 3.083287099841982 3.1530377462038914 5.029187813990696 0.7892768332409865 0.6269477026553785 -3.328686849698208 -3.8023615987706876 False 0.028 Inputed -17.184867005512988 -16.86926492134448 """""" """""" """"""
-0.14460496623500907 0.45911782135416634 -7.4280362313137775 18.444792127221135 5925.108289983829 176.96921403733597 35 19 19 36.03291659988463 47 True True 2019ige 197.11291124999 23.114427194444 SNIa 0.083 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 197.11291124999 23.114427194444 TNS 2019ige ZTF19abangub 2019ige SNIa 0.083 -0.09692050635695182 0.22294956002265565 -0.02401364993952626 0.05346185704954465 0.22294956002265565 0.4132781933582521 13.976420035061302 13.976420035061302 22.056496564823327 22.056496564823327 58674.20114579983 58658.17996530002 18.18036540819859 18.18036540819859 18.30609033316584 0.40528861490543605 0.8885223013656305 6.734497423174922 197.11316849012 23.11628286714425 0.11175601581681327 21.610567028503716 22.355523777926564 22.034157804041506 0.8166666666666668 """""" """""" """""" """""" 0 False True all False False 0 0.8885223013656305 6.734497423174922 197.11316849012 23.11628286714425 0.11175601581681327 21.610567028503716 22.355523777926564 22.034157804041506 0.8166666666666668 False False 0.3 0.7 1.5 0.02 8 3 16.021180499810725 0.0 0.0 0.0 0.0 5.459634591801411 4.963909666834159 True 0.083 Inputed -19.565203146972497 -19.690928071939748 """""" """""" """"""
-0.31810021713002823 0.4990494462555596 -15.56859440895962 15.477025615526522 7055.471923227565 256.03544683367784 101 44 44 16.044016200117767 207 True False 2018fsg 285.43443166666 22.133267805555 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 285.43443166666 22.133267805555 TNS 2018fsg ZTF18abrwwzs 2018fsg CV 0.0 -0.27587833075611456 -0.09634909551119719 -0.23390160459317855 -0.190030270695555 -0.09634909551119719 0.005682676437949397 -12.362039878614224 -12.362039878614224 28.406056078731993 28.406056078731993 58361.18903939985 58360.16748839989 16.225252922413976 16.225252922413976 16.596524349168423 6.361477627227098 0.7 2.14968391322776 285.43506427 22.13338265 0.01759865149468609 21.74123568649292 21.882099689102173 25.27594230194092 0.5 """""" """""" """""" """""" 0 False True all False False 0 0.7 2.14968391322776 285.43506427 22.13338265 0.01759865149468609 21.74123568649292 21.882099689102173 25.27594230194092 0.5 False False 0.3 0.7 1.5 0.02 8 3 1.0215509999543428 2.14968391322776 0.7 -3.393842612838746 3.0709770188968 5.656846766688197 8.679417952772496 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.04938929784981789 0.3473248028979122 -7.949877050767125 18.788762026971277 3868.059784741562 200.9820862736397 13 13 13 40.02761569991708 48 True True 2019rrs 144.28588458333 9.4654296944444 SNII 0.022 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 144.28588458333 9.4654296944444 TNS 2019rrs ZTF19acbihxh 2019rrs SNII 0.022 0.5712663051345537 0.9966351725475704 0.6700730901425729 0.7737705199410847 0.9966351725475704 1.2415574030755643 16.4622123393269 16.4622123393269 23.565403360590178 23.565403360590178 58761.50435189996 58758.50368059985 18.551963974314212 19.010889068355187 18.551963974314212 1.9797456288407644 3.985426105252156 7.07594566132579 144.287303842067 9.464050012623185 0.006716966220629672 16.717648207587004 17.204397160377503 16.83393964217305 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 6.345851150809914 144.28539929240998 9.467126191654344 0.3150309834366979 23.32088044999361 22.889124491081237 22.345245399169922 0.375 False False 0.3 0.7 1.5 0.02 8 3 3.0006713001057506 7.07594566132579 3.985426105252156 0.3704575182044536 1.7754552397799628 -1.8064919079776836 -1.7180243321411623 False 0.022 Inputed -16.404994234113513 -15.94606914007254 """""" """""" """"""
-0.14983169683643546 0.3160333298160335 -8.000832858089275 18.64466896195031 4568.870089814844 101.14730564529171 48 25 25 32.09640049980953 51 True True 2021khl 244.4735 32.10913888888889 SNIa 0.063 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 244.4735 32.10913888888889 TNS 2021khl ZTF21aawiwqh 2021khl SNIa 0.063 0.34002724614346747 1.1651930891885556 0.5175510755907702 0.7132498596598822 1.1651930891885556 1.7094588540641737 11.742397130275503 11.742397130275503 20.35400336953403 20.35400336953403 59334.36204859987 59322.306828700006 18.418987872031142 18.47852529001723 18.418987872031142 1.1738578442887864 2.687018017275785 0.9772170021730776 244.4734547201335 32.1094076148575 0.00039998436001487114 14.760546800582409 15.993663905359508 15.189256308804751 0.975 """""" """""" """""" """""" 0 False True all False False 0 2.687018017275785 0.9772170021730776 244.4734547201335 32.1094076148575 0.00039998436001487114 14.760546800582409 15.993663905359508 15.189256308804751 0.975 False False 0.3 0.7 1.5 0.02 8 3 12.055219899863005 0.9772170021730776 2.687018017275785 0.804407596554757 0.3636808521156931 -2.484861384657723 -3.229731563226391 False 0.063 Inputed -18.843951935772832 -18.784414517786743 """""" """""" """"""
-0.0793866531422694 0.23755067584741013 -12.234663524536787 18.453133212074142 6047.785325273484 222.68155156835257 15 5 5 10.965532399713993 39 True True 2019uvj 343.13145 -19.463991666666665 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 343.13145 -19.463991666666665 TNS 2019uvj ZTF19acsfpmi 2019uvj SNIa 0.08 -0.10629478899909373 0.1395898726239011 -0.04918952621196837 0.010757848132065817 0.1395898726239011 0.2810489264804197 16.83686338917923 16.83686338917923 -5.871330989465234 -5.871330989465234 58812.139374999795 58801.17384260008 18.018827743999996 18.018827743999996 18.17503867879535 3.213925760371183 0.8955388123467345 2.6563293323639483 343.131898152762 -19.46338676236865 0.007028441093146154 19.94136645628214 20.587181888337135 20.123940872313977 0.7916666666666666 """""" """""" """""" """""" 1 False True all False False 0 1.307426333321729 2.038479494208051 343.131760162762 -19.46350678236865 0.008816772903428638 20.150607861104607 20.697672504780293 20.347893556876183 0.85 False False 0.3 0.7 1.5 0.02 8 3 10.965532399713993 2.6563293323639483 0.8955388123467345 0.4632410160231579 2.9661800200519632 2.568354144337139 1.9489021935186273 False 0.08 Inputed -19.61489534327603 -19.771106278071382 """""" """""" """"""
-0.20760385499149703 0.14946617990029656 -15.637229053085388 18.114779552599444 5844.784326201056 121.69021117046982 56 45 45 72.88074079994112 36 True False 2019wmu 103.76396249999999 54.76958333333333 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 103.76396249999999 54.76958333333333 TNS 2019wmu ZTF19acygjmg 2019wmu SNIa 0.06 0.03544823070298975 0.5806917007213954 0.15507532367420396 0.2853558460208241 0.5806917007213954 0.9276187549151338 12.689644793636026 12.689644793636026 60.191096006305095 60.191096006305095 58849.47709489986 58830.30556710018 17.538404391897892 17.538404391897892 17.822546990983085 5.878371778491652 2.0615168859972117 0.9526335653759008 103.7635222 54.76965757 0.0027887230003971197 17.989607736992838 18.53869250137806 18.247286896562578 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.0615168859972117 0.9526335653759008 103.7635222 54.76965757 0.0027887230003971197 17.989607736992838 18.53869250137806 18.247286896562578 1.0 False False 0.3 0.7 1.5 0.02 8 3 19.171527799684554 0.9526335653759008 2.0615168859972117 0.2914056048154805 0.46210320751997436 1.0002881094801666 0.4247399055794929 False 0.06 Inputed -19.332953990214715 -19.61709658929991 """""" """""" """"""
-0.058921726437242736 0.28085496140248345 -17.58699252573628 18.793655760819263 5079.114942426169 156.20823131712777 43 31 31 54.832025500014424 42 True True 2019rsw 37.893885 24.816778194444 SNII 0.055 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 37.893885 24.816778194444 TNS 2019rsw ZTF19accbeju 2019rsw SNII 0.055 0.2208010612107607 0.684281028181875 0.325792525072913 0.4377968121929072 0.684281028181875 0.9633576105036852 17.887016346073725 17.887016346073725 36.9450091539407 36.9450091539407 58773.29348379979 58759.37208329979 18.312279209034532 18.409587778855393 18.312279209034532 3.0489214772060325 2.0252374888899713 2.69767382384949 37.89334313942835 24.816212826464252 0.0004914431213876025 15.33548037252903 16.218020055708884 15.65353059276104 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.0252374888899713 2.69767382384949 37.89334313942835 24.816212826464252 0.0004914431213876025 15.33548037252903 16.218020055708884 15.65353059276104 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 13.921400499995798 2.69767382384949 2.0252374888899713 0.5644894629478436 1.3320283861267448 -2.191567723146509 -2.658748616273492 False 0.055 Inputed -18.651766697650388 -18.554458127829527 """""" """""" """"""
-0.02889213005111497 0.5384676943172442 -36.038822757477455 17.778455387451555 6455.472061895118 145.56817063114704 44 31 31 60.91541669983417 73 True True 2018djg 239.70683291666 14.969981 SNIIP 0.0356 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 239.70683291666 14.969981 TNS 2018djg ZTF18abgladq 2018djg SNIIP 0.0356 0.06318360416985058 0.5151586400420918 0.1645480018474501 0.2733923519230146 0.5151586400420918 0.7920101692971038 -11.653978509727818 -11.653978509727818 72.56939520956199 72.56939520956199 58315.16974540008 58312.21038189996 17.480150685184025 17.480150685184025 17.606290328411475 3.4460298628063373 3.6142018488702465 6.693214153023793 239.7069637257085 14.968126073455199 0.0008536984559773808 14.206299754527809 14.978647649037839 14.46426739111185 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 1.963435121118314 5.667026819183294 239.705422372534 14.9691928743115 0.004763910076812761 17.41079317478657 17.30308340446949 17.2020867166996 0.8100000000000002 False False 0.3 0.7 1.5 0.02 8 3 2.959363500121981 6.693214153023793 3.6142018488702465 0.5143802579259891 1.8519204053630836 -2.501503036146186 -3.1420229372996253 False 0.0356 Inputed -18.40314271736673 -18.52928236059418 """""" """""" """"""
-0.10296901508955128 0.4081035140193311 -2.1551776037760844 19.14753158355622 6034.495502894728 69.09743984227983 52 34 34 42.89305560011417 70 True True 2021ntq 230.7367083333333 31.82530277777778 SNIa 0.118 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 230.7367083333333 31.82530277777778 TNS 2021ntq ZTF21abcpazz 2021ntq SNIa 0.118 -0.132721259284434 0.830576035442526 0.05718623872461137 0.27849749271155133 0.830576035442526 1.5594116606656385 14.403931054610187 14.403931054610187 28.48912454550398 28.48912454550398 59371.20611110004 59363.35092590004 18.749616914667214 18.749616914667214 18.929831040700396 0.5924775777312774 0.7147694118245426 0.32478623357636227 230.7368145074235 31.8253038634088 0.009960482460587672 22.459945537537337 23.507725313720705 22.79127840086818 0.4666666666666666 """""" """""" """""" """""" 0 False True all False False 0 0.7147694118245426 0.32478623357636227 230.7368145074235 31.8253038634088 0.009960482460587672 22.459945537537337 23.507725313720705 22.79127840086818 0.4666666666666666 False False 0.3 0.7 1.5 0.02 8 3 7.855185199994594 0.32478623357636227 0.7147694118245426 0.7164469128525255 0.45439302270546644 4.758108399053491 3.8614473601677837 False 0.118 Inputed -19.721256919891268 -19.90147104592445 """""" """""" """"""
-0.15349476588535194 0.33618538304828266 -7.423706953405744 19.081811130412138 6210.358105573057 170.84107529090204 58 26 26 43.98496530018747 102 True True 2020vba 1.2408541666666666 15.17788611111111 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 1.2408541666666666 15.17788611111111 TNS 2020vba ZTF20achkgng 2020vba SNIa 0.1 -0.15248878208729266 0.16459288666722216 -0.08054846381362779 -0.0038721597145610076 0.16459288666722216 0.3547893378684499 8.675661546145227 8.675661546145227 35.30930375404224 35.30930375404224 59138.23136569979 59129.23381939996 18.580127241930246 18.580127241930246 18.820974375804074 0.6628277513327387 8.291628568249346 38.832739063227606 1.24141245794249 15.1671127055013 0.003364813542495848 12.182195462539196 25.72557224378586 23.029693699622154 1.0 """""" """""" """""" """""" 53 False True all False False 0 1.744030156946435 3.1802581223940107 1.240287710935605 15.1771921899971 0.013072151752017702 19.7419817988801 20.3419880563879 19.9253824758935 0.96875 False False 0.3 0.7 1.5 0.02 8 3 8.997546299826354 38.832739063227606 8.291628568249346 2.6958785441637048 4.6833669337200625 7.145445001855613 4.20871932381808 False 0.1 Inputed -19.462767722666854 -19.703614856540682 """""" """""" """"""
-0.07004146315633535 0.46183424205894813 -18.189665156400302 18.25499282967499 6764.126567902718 247.33544668675148 29 17 17 73.93789350008592 57 True True 2018fsp 118.08974333333 49.034999 SNII 0.0183 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 118.08974333333 49.034999 TNS 2018fsp ZTF18abrzbum 2018fsp SNII 0.0183 -0.21633065008551 -0.01821251245063138 -0.17006582408843585 -0.12167247902805656 -0.01821251245063138 0.09463606816647285 -7.159780843783951 -7.159780843783951 81.09767434386987 81.09767434386987 58360.51307869982 58360.51307869982 18.127200313749 20.18866924057072 18.127200313749 0.6203868707476157 0.7 1.9943776395464012 118.08991407707 49.0355415669194 0.015040718119422314 21.668267655518054 22.53357575916767 22.08649954378128 0.28750000000000003 """""" """""" """""" """""" 0 False True all False False 0 0.7 1.9943776395464012 118.08991407707 49.0355415669194 0.015040718119422314 21.668267655518054 22.53357575916767 22.08649954378128 0.28750000000000003 False False 0.3 0.7 1.5 0.02 8 3 0.0 1.9943776395464012 0.7 0.4470762153863923 2.849110913637716 2.34490651859695 3.959299230032279 False 0.0183 Inputed -16.427860660053256 -14.366391733231533 """""" """""" """"""
-0.5282228181613858 0.4808672883365754 -1.6385816767945016 17.521389823167 6049.435073314322 211.76023279453977 13 7 7 8.980624999850988 252 True False 2018fpk 290.42121583333 -10.36343811111 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 290.42121583333 -10.36343811111 TNS 2018fpk ZTF18abqcsdq 2018fpk CV 0.0 -0.16368851236794768 0.08328296108823707 -0.10660993956911824 -0.04649994948101366 0.08328296108823707 0.2266245775282627 2.671963544504024 2.671963544504024 6.308661455346964 6.308661455346964 58360.13335649995 58357.20890050009 17.1906677934451 17.1906677934451 17.354785792969714 4.483747452337541 0.7 0.12039813778167058 290.42120242 -10.36340738 0.0043298954007736645 21.4713420958519 21.465043324184418 21.599680973815918 0.0 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.12039813778167058 290.42120242 -10.36340738 0.0043298954007736645 21.4713420958519 21.465043324184418 21.599680973815918 0.0 False False 0.3 0.7 1.5 0.02 8 3 2.9244559998624027 0.12039813778167058 0.7 -0.13463764963150027 0.17199733968810083 4.2743755307393165 4.244895180846203 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.05236587310120829 0.33671860592444 -7.182623051419341 18.784113107770832 6129.098511340917 232.89022560976582 26 9 9 7.053148100152612 46 True True 2019wlf 328.5345583333333 22.29547777777778 SNIa 0.082 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 328.5345583333333 22.29547777777778 TNS 2019wlf ZTF19acxzdht 2019wlf SNIa 0.082 -0.15182435591071908 0.07304229785926353 -0.09947267853855024 -0.04460312001510047 0.07304229785926353 0.2018355555069924 20.655744776182175 20.655744776182175 -13.602596676029563 -13.602596676029563 58836.123900500126 58829.07211809978 18.391061533878315 18.391061533878315 18.58841356963932 1.319832119249757 2.470543359829219 3.1839724220038916 328.535049224756 22.29623668421235 0.004620548704817318 17.790318675849438 18.580792423386576 18.097050394911765 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.470543359829219 3.1839724220038916 328.535049224756 22.29623668421235 0.004620548704817318 17.790318675849438 18.580792423386576 18.097050394911765 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 7.051782400347292 3.1839724220038916 2.470543359829219 0.4837420284748113 1.2887741513769626 0.18973088950826167 -0.49136317472755664 False 0.082 Inputed -19.256086932807218 -19.453438968568225 """""" """""" """"""
-0.19217271052878893 0.17164306633781673 -5.988027493804492 18.799701572285215 5523.235787850949 110.46565347738448 39 23 23 55.950185200199485 49 True True 2019pkd 21.041427083333 6.9714945 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 21.041427083333 6.9714945 TNS 2019pkd ZTF19abuxhqc 2019pkd SNIa 0.07 0.01100211243174698 0.6114841174322194 0.14092847978666612 0.283691575036805 0.6114841174322194 1.0026841139235216 13.279720596233936 13.279720596233936 42.67046460396555 42.67046460396555 58736.47606479982 58726.378911999986 18.21070978635383 18.21070978635383 18.291690846407366 1.4587527307292438 1.736928923535558 7.576412151418572 21.042141813093 6.973475877671236 0.009229715817291151 17.784801699194908 18.283634529664518 18.010343660783768 0.9899999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7201719534622444 6.507540541187826 21.041535142241052 6.969690034894816 0.11243191722509571 21.734868020422457 23.18131050409317 21.969529728063346 0.85 False False 0.3 0.7 1.5 0.02 8 3 10.097152799833566 7.576412151418572 1.736928923535558 0.2732908688807498 4.361958655162823 0.07292474331068632 -0.2813471856235985 False 0.07 Inputed -19.20347510518343 -19.284456165236964 """""" """""" """"""
-0.17691185708282237 0.21314991296340596 -7.45143490318898 18.507961556238513 6255.620288147087 90.31380031957839 117 68 68 57.85499999998137 82 True True 2020tnw 316.25747499999994 8.273902777777778 SNIa 0.075 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 316.25747499999994 8.273902777777778 TNS 2020tnw ZTF20abzjads 2020tnw SNIa 0.075 -0.11399147084284422 0.5812210581030968 0.03099650859899228 0.19409620470799993 0.5812210581030968 1.062161149223762 14.2273751663917 14.2273751663917 43.62762483358967 43.62762483358967 59119.21818289999 59106.27682870021 17.825246368475273 17.825246368475273 18.04732952065173 1.3218447744247823 2.20187176865521 2.1566788733314133 316.2576590777285 8.273332066940515 0.005207439661954694 18.42523192549944 18.791027910575867 18.603028613307476 0.9600000000000002 """""" """""" """""" """""" 0 False True all False False 0 2.20187176865521 2.1566788733314133 316.2576590777285 8.273332066940515 0.005207439661954694 18.42523192549944 18.791027910575867 18.603028613307476 0.9600000000000002 False False 0.3 0.7 1.5 0.02 8 3 12.941354199778289 2.1566788733314133 2.20187176865521 0.18799929726839082 0.9794752374015867 0.9657815421005935 0.5556990926557468 False 0.075 Inputed -19.600071902701735 -19.82215505487819 """""" """""" """"""
-0.11783132725293054 0.4166097111045207 -5.213250070046071 18.5565747276583 5164.233469380434 160.43142326727855 46 30 30 49.02118050027639 55 True True 2020xyd 330.85311249999995 0.5887444444444445 SNIa 0.09171 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 330.85311249999995 0.5887444444444445 TNS 2020xyd ZTF20ackkejs 2020xyd SNIa 0.09171 0.07474940652475937 0.4827432887650076 0.16719367628430248 0.2658040692435435 0.4827432887650076 0.7281748498448799 16.316055720555482 16.316055720555482 32.705124779720904 32.705124779720904 59154.27682870021 59140.1785300998 18.241896114859482 18.241896114859482 18.37166788057496 0.7068757983999504 1.456592602139059 4.186453644965782 330.8542573455145 0.5889489252641495 0.0016634188618001033 16.817429364452362 18.03434215341568 17.30089163071394 0.9850000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.456592602139059 4.186453644965782 330.8542573455145 0.5889489252641495 0.0016634188618001033 16.817429364452362 18.03434215341568 17.30089163071394 0.9850000000000001 False False 0.3 0.7 1.5 0.02 8 3 14.09829860040918 4.186453644965782 1.456592602139059 0.7334505227017374 2.8741417736282773 -0.20755396144380356 -1.0707762498610194 False 0.09171 Inputed -19.720377455908775 -19.850149221624253 """""" """""" """"""
-0.03473463395486474 0.77344638256092 -6.927594428993313 18.586850993422253 4724.542870463227 239.8633455482082 50 42 42 73.89454870019108 42 True True 2021uvy 7.378641666666666 12.10585 SNIbc 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 7.378641666666666 12.10585 TNS 2021uvy ZTF21abmlldj 2021uvy SNIbc 0.1 0.20290961465676105 0.4879438311324975 0.269726034056017 0.33944063603819785 0.4879438311324975 0.6492142779051591 50.51194636113527 50.51194636113527 23.382602339055804 23.382602339055804 59453.46793980012 59403.424444399774 18.41530384496495 18.5158316429857 18.41530384496495 3.334672979301562 1.055775604727008 2.8457990598746115 7.3780108871632955 12.10535552456665 0.04071235204113943 22.010323426795004 22.22366688407898 21.993582551801204 0.67 """""" """""" """""" """""" 0 False True all False False 0 1.055775604727008 2.8457990598746115 7.3780108871632955 12.10535552456665 0.04071235204113943 22.010323426795004 22.22366688407898 21.993582551801204 0.67 False False 0.3 0.7 1.5 0.02 8 3 50.04349540034309 2.8457990598746115 1.055775604727008 0.23008433227777658 2.695458246177653 3.7078352410932816 3.5782787068362545 False 0.1 Inputed -19.86843825350598 -19.76791045548523 """""" """""" """"""
-0.12204757804502916 0.3269340739783566 -6.251552161447895 18.800363641175185 5629.358091480497 100.07934816382223 19 12 12 30.957523200195283 35 True False 2020atv 151.27496666666664 -12.126577777777777 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 151.27496666666664 -12.126577777777777 TNS 2020atv ZTF20aahzyml 2020atv SNIa 0.08 -0.003645930914725426 0.6651874196159895 0.13885693748366634 0.29698383472434386 0.6651874196159895 1.1123279215637858 5.992926735187538 5.992926735187538 24.964596465007745 24.964596465007745 58876.37680559978 58873.29266199982 18.47258037868118 18.47258037868118 18.710143151893046 3.0590524130549914 0.7 0.6746194937959377 151.27514552 -12.1265104 0.010868015589919344 22.421707715666294 21.75767608742714 22.09250616953373 0.3 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.6746194937959377 151.27514552 -12.1265104 0.010868015589919344 22.421707715666294 21.75767608742714 22.09250616953373 0.3 False False 0.3 0.7 1.5 0.02 8 3 3.084143599960953 0.6746194937959377 0.7 -0.33483008210659193 0.9637421339941967 3.28509570874596 3.382363017640685 False 0.08 Inputed -19.079790870178332 -19.3173536433902 """""" """""" """"""
-0.12307555829386627 0.4103490227288923 -4.202456108108942 18.681884320448418 6134.852681591037 83.23816206445429 30 20 20 36.02885410003364 31 True True 2020maz 178.5486 55.34572777777778 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 178.5486 55.34572777777778 TNS 2020maz ZTF20abeeyrs 2020maz SNIa 0.08 -0.12931976395851663 0.6307612284369384 0.026680737487595252 0.2039529102909512 0.6307612284369384 1.1702776487882858 13.124968298870611 13.124968298870611 22.903885801163028 22.903885801163028 59019.26611110009 59009.17608800018 18.27375072558417 18.27375072558417 18.486166995057186 0.5201016606759865 0.48287750324790385 0.3203149116606878 178.548443524636 55.34572739035195 0.0019149582201924975 21.24574411975771 21.918681072898508 21.49652952628672 0.3444444444444444 """""" """""" """""" """""" 0 False True all False False 0 0.48287750324790385 0.3203149116606878 178.548443524636 55.34572739035195 0.0019149582201924975 21.24574411975771 21.918681072898508 21.49652952628672 0.3444444444444444 False False 0.3 0.7 1.5 0.02 8 3 10.090023099910468 0.3203149116606878 0.48287750324790385 0.42215154661178644 0.6633461064269995 3.6449303473143395 3.0103625312295357 False 0.08 Inputed -19.303767027014192 -19.51618329648721 """""" """""" """"""
-0.050674772249684225 0.296148769021786 -6.548303542711969 18.058975668064036 4997.368970182486 251.3939380494999 32 20 20 57.950682800263166 66 True True 2018jpq 37.311207916666 -5.603281 SNII 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 37.311207916666 -5.603281 TNS 2018jpq ZTF18acszaiy 2018jpq SNII 0.03 0.11316608512742121 0.3683007148503954 0.17309381305155114 0.23553989032600953 0.3683007148503954 0.512101427960495 42.54092652906063 42.54092652906063 15.409756271202543 15.409756271202543 58481.29638889991 58456.220949099865 17.83550358656335 17.9632172867203 17.83550358656335 0.3916143667593606 3.605858618678584 2.223808833319009 37.311596953929296 -5.60279967208484 0.0015411738157282695 15.685577470538615 16.821135857591628 16.09482293822527 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.605858618678584 2.223808833319009 37.311596953929296 -5.60279967208484 0.0015411738157282695 15.685577470538615 16.821135857591628 16.09482293822527 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 25.07543980004266 2.223808833319009 3.605858618678584 0.7263129193663573 0.6167210277739492 -1.1420814291286732 -1.7406806483380812 False 0.03 Inputed -17.799293867061976 -17.671580166905027 """""" """""" """"""
-0.20857225909560462 0.23913899276662628 -6.419352535161559 17.74350544280233 6078.723278234291 64.47528219232505 32 21 21 35.04887739988044 91 True True 2020mba 188.70850416666664 58.915147222222224 SNIa 0.04274 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 188.70850416666664 58.915147222222224 TNS 2020mba ZTF20abeeytg 2020mba SNIa 0.04274 -0.056190592839332254 1.0664658097246544 0.1622941277137251 0.4188960541912685 1.0664658097246544 1.9347189825060909 11.471324556328964 11.471324556328964 23.577552843551473 23.577552843551473 59020.208171300124 59009.17703700019 17.225864461212264 17.225864461212264 17.33786859020288 6.1791602241598955 4.544002839014419 15.130102055714476 188.7160125024855 58.91677086395675 0.0013574711952712981 13.282214439665676 14.444590009917022 13.694916513366103 0.945 """""" """""" """""" """""" 2 False True all False False 0 0.7 6.838807796170497 188.707886832659 58.9170199624402 0.6103572187205499 24.333583298457263 24.794128440607786 24.764418188967706 0.1 False False 0.3 0.7 1.5 0.02 8 3 11.03113429993391 15.130102055714476 4.544002839014419 0.7496734965509191 3.329685872070483 -2.7812744512952428 -3.642952076836778 False 0.04274 Inputed -19.07224208784746 -19.184246216838076 """""" """""" """"""
-0.1303460452975962 0.3214647589599561 -5.369568274072375 17.95435014539448 5396.206373362729 204.20956025313927 21 10 10 42.936620300170034 288 True True 2019ntb 273.37149999999 2.461569 SNIa 0.056 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 273.37149999999 2.461569 TNS 2019ntb ZTF19abpveqn 2019ntb SNIa 0.056 0.004665392966678894 0.30058947314332585 0.07306985061823212 0.14509846844836716 0.30058947314332585 0.4723115118528227 13.412097303873725 13.412097303873725 29.52452299629631 29.52452299629631 58714.3439468001 58704.26885419991 17.63799418553981 17.645069577774922 17.63799418553981 1.480151407690917 2.088325182530506 4.696690197316634 273.37274528 2.4611763 0.004049912527464894 17.440220785427094 17.986537295913696 17.58906641044617 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.088325182530506 4.696690197316634 273.37274528 2.4611763 0.004049912527464894 17.440220785427094 17.986537295913696 17.58906641044617 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.075092600192875 4.696690197316634 2.088325182530506 0.39747088546752707 2.249022439898689 0.3414677181387731 -0.04892777509364166 False 0.056 Inputed -19.365683379250793 -19.35860798701568 """""" """""" """"""
-0.004918561244805199 0.5275734789334211 -18.270215827702167 19.6831361686828 5543.691334938178 239.26140291282508 408 37 37 74.97552089998499 35 True True 2017bcc 172.970791666666 29.995869444444 SLSN-II 0.133 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 172.970791666666 29.995869444444 TNS 2017bcc ZTF20aacbwbm 2017bcc SLSN-II 0.133 0.03649344506005647 0.29128277855266305 0.0960940042876679 0.1583672013500106 0.29128277855266305 0.43596988529858294 142.62291462903121 142.62291462903121 -67.64739372904623 -67.64739372904623 58859.30607639998 58828.42395830015 19.263918012723757 19.311518702231087 19.263918012723757 0.6250695459816753 0.7472809728296446 0.22511372845167055 172.97075303615298 29.99581661577055 0.00028628748486969613 17.702041631552575 19.113275324507953 18.351886019062995 0.8450000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.7472809728296446 0.22511372845167055 172.97075303615298 29.99581661577055 0.00028628748486969613 17.702041631552575 19.113275324507953 18.351886019062995 0.8450000000000001 False False 0.3 0.7 1.5 0.02 8 3 30.88211809983477 0.22511372845167055 0.7472809728296446 0.7613893054449576 0.30124375788568225 -0.19824337772313427 -0.9120319936607615 False 0.133 Inputed -19.653354115210945 -19.605753425703615 """""" """""" """"""
-0.07146974078822364 0.4515748631232546 -18.868203126050965 18.65773168396963 6044.707042469038 133.88085332759906 15 13 13 52.987581099849194 33 True True 2019wyp 196.65458749999996 16.591394444444443 SNIa 0.081 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 196.65458749999996 16.591394444444443 TNS 2019wyp ZTF19acxyucu 2019wyp SNIa 0.081 0.006233406100754735 0.4835886809698131 0.11214339325556821 0.22666280859580468 0.4835886809698131 0.7814597313924914 -2.7513498133123466 -2.7513498133123466 55.73893091316154 55.73893091316154 58833.545057899784 58828.551990699954 18.48379874623371 18.48379874623371 18.53271677600553 2.085615377585126 0.8536221885589731 0.2064852782127237 196.6546431 16.59141567 0.012197234319000771 22.307894020843506 22.83679461373091 22.172673486459257 0.6333333333333334 """""" """""" """""" """""" 0 False True all False False 0 0.8536221885589731 0.2064852782127237 196.6546431 16.59141567 0.012197234319000771 22.307894020843506 22.83679461373091 22.172673486459257 0.6333333333333334 False False 0.3 0.7 1.5 0.02 8 3 4.993067199829966 0.2064852782127237 0.8536221885589731 0.6641211272716525 0.24189305407032366 4.352995867497199 3.6399567104537276 False 0.081 Inputed -19.28466658264379 -19.33358461241561 """""" """""" """"""
-0.17159782132778229 0.236144667145327 -10.741170947689241 15.155915896594918 4883.704376029678 321.81235160814515 39 17 17 74.92188660008833 59 True True 2019uat 177.11383333333333 12.727219444444444 SNIa 0.0136 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 177.11383333333333 12.727219444444444 TNS 2019uat ZTF19acjifxp 2019uat SNIa 0.0136 0.1586446531825061 0.36053745350013955 0.20673643411560505 0.25639063026823905 0.36053745350013955 0.47139723753564056 -2.330162846213536 -2.330162846213536 77.25204944630187 77.25204944630187 58792.517546299845 58792.517546299845 14.87882944341293 14.91083851334858 14.87882944341293 47.50122103155221 4.845177640816077 3.464934615587828 177.114818247815 12.7272777363735 0.0004946131818455157 13.37279089665532 14.263286927258967 13.64964840196371 0.9799999999999999 """""" """""" """""" """""" 0 False True all False False 0 4.845177640816077 3.464934615587828 177.114818247815 12.7272777363735 0.0004946131818455157 13.37279089665532 14.263286927258967 13.64964840196371 0.9799999999999999 False False 0.3 0.7 1.5 0.02 8 3 0.0 3.464934615587828 4.845177640816077 0.6136385252952579 0.7151305633046359 -0.6475515860896124 -1.2291810414492197 False 0.0136 Inputed -19.029053381481223 -18.997044311545572 """""" """""" """"""
-0.15081128752147835 0.022226709044537107 -6.04838506167856 15.202581283980292 5445.45172304838 120.59442839459551 88 24 24 62.00957169989124 1370 True True 2020jfo 185.4603333333333 4.481680555555556 SNII 0.00502 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 185.4603333333333 4.481680555555556 TNS 2020jfo ZTF20aaynrrh 2020jfo SNII 0.00502 0.024931867700340504 0.5717745305182849 0.14473608160558094 0.27533157216312 0.5717745305182849 0.9205636138403239 25.188219796936156 25.188219796936156 36.82135190295509 36.82135190295509 58981.19927080022 58975.20255789999 14.356439153038437 14.356439153038437 14.39114238403749 78.54441758187774 5.095341647553504 14.289153380170543 185.456870439385 4.47972193979443 0.0023158387528527946 14.000601573400498 14.57070088954687 14.32926756811738 0.8699999999999999 """""" """""" """""" """""" 47 True True all False False 0 0.8176467969053691 1.3238419074935184 185.4603601973015 4.482047312870661 0.003725280061632419 20.21049882762432 14.1525233162117 20.259033818917274 0.35714285714285715 False False 0.3 0.7 1.5 0.02 8 3 5.996712900232524 14.289153380170543 5.095341647553504 0.24143332142948992 2.8043562863015064 0.2142617365084334 -0.06187481592010968 False 0.00502 Inputed -17.34770839589835 -17.382411626897404 """""" """""" """"""
-0.011792279453519147 0.46952844439962416 -20.212531157352988 18.574043928352477 5072.074563216818 143.69811906624665 57 40 40 70.94215280003846 42 True True 2021pjs 331.9472833333333 -2.484297222222222 SNII 0.032 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 331.9472833333333 -2.484297222222222 TNS 2021pjs ZTF21abflhkz 2021pjs SNII 0.032 0.2682676455386357 0.7929739266510936 0.38619557966517704 0.5126368270322494 0.7929739266510936 1.1134507595000436 53.8575633656649 53.8575633656649 17.084589434373555 17.084589434373555 59385.37328700023 59375.41517359996 18.43027746724817 18.488001469877492 18.43027746724817 2.41654620497822 1.943069218847422 5.643069532086795 331.9457614325685 -2.4839160583074 0.004833860482428731 17.44643704421997 18.234020657124518 17.88009711622238 0.8214285714285714 """""" """""" """""" """""" 1 False True all False False 0 0.7 3.8638544409304436 331.94782742428 -2.48522268378314 0.24261093114970256 24.120668931589126 22.85216303050995 24.39694109732628 0.05 False False 0.3 0.7 1.5 0.02 8 3 9.958113400265574 5.643069532086795 1.943069218847422 0.3539235409021373 2.9042040691860254 -0.25398081275297457 -0.5501803510257908 False 0.032 Inputed -17.34573688273934 -17.28801288011002 """""" """""" """"""
-0.03168874898318667 0.6398253474048179 -33.28116568003702 17.780774294082324 3997.2410937546456 287.71972548984024 41 35 35 72.93072920013219 42 True True 2020shf 125.35236249999997 43.03550833333333 SNII 0.056392 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 125.35236249999997 43.03550833333333 TNS 2020shf ZTF20abxawtg 2020shf SNII 0.056392 0.6569116923703788 0.957666012106543 0.728370834364231 0.8022701835898189 0.957666012106543 1.1236764700683004 12.702454136480846 12.702454136480846 60.228275063651346 60.228275063651346 59124.40820599999 59092.516655100044 17.88235161973861 18.070979685109794 17.88235161973861 0.4494262982025487 1.8682916498288178 1.5180609630521766 125.35204755827951 43.035155028335495 0.000744099511877705 16.375989644737245 17.405961555600165 16.793772259225847 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.8682916498288178 1.5180609630521766 125.35204755827951 43.035155028335495 0.000744099511877705 16.375989644737245 17.405961555600165 16.793772259225847 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 31.891550899948925 1.5180609630521766 1.8682916498288178 0.6121892963743178 0.8125396070743393 -0.6650181295096296 -1.0885793605127638 False 0.056392 Inputed -19.136670902174277 -18.948042836803094 """""" """""" """"""
-0.02941098367112063 0.27886248428456506 -15.925628007350005 19.35192330011714 3039.1219457721472 273.78726319717805 16 14 14 46.91837969981134 71 True True 2018jpf 164.519195 6.0525869722222 SNII 0.026 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 164.519195 6.0525869722222 TNS 2018jpf ZTF18acusnvl 2018jpf SNII 0.026 1.1434789473795988 1.5326880581239415 1.2358597839342025 1.3314558951150275 1.5326880581239415 1.7479942976566853 47.43233575138629 47.43233575138629 -0.5139560515749508 -0.5139560515749508 58481.48059030017 58461.54302080022 19.03709020717868 20.135482244084248 19.03709020717868 0.3609783892870796 8.29881472016718 23.187670730585427 164.51700074052502 6.046526820738265 0.008294077462995708 14.406014547898174 15.476874257442951 14.894664848314523 1.0 """""" """""" """""" """""" 17 False True all False False 0 0.7 2.1336945816280215 164.519540868307 6.05210428194862 0.04524912627950539 23.016509734197854 22.442351100537778 22.88160185738087 0.3 False False 0.3 0.7 1.5 0.02 8 3 19.93756949994713 23.187670730585427 8.29881472016718 0.5822094091284278 2.794094278817483 -4.658607986641297 -4.1424253588641555 False 0.026 Inputed -16.284805219028655 -15.186413182123086 """""" """""" """"""
-0.15680534944076185 0.26610806156413075 -10.679417578210325 19.09833322982581 4858.7775757448 188.11605956330789 33 22 22 46.981435200199485 53 True True 2021ncx 342.58037499999995 27.860558333333334 SNIa 0.083 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 342.58037499999995 27.860558333333334 TNS 2021ncx ZTF21abchdql 2021ncx SNIa 0.083 0.20271021251656052 0.5747888959382088 0.28839981462341413 0.3788427059091184 0.5747888959382088 0.7922515411013507 10.74529340473038 10.74529340473038 36.23614179546911 36.23614179546911 59370.44771989994 59357.46565969987 18.77223012506032 18.881966859917526 18.77223012506032 1.0130775480028231 2.267027943587928 5.257862644780711 342.58180865028305 27.85983265146735 0.005391405294961293 17.555706050021648 18.187398864383695 17.792025765874385 0.975 """""" """""" """""" """""" 0 False True all False False 0 2.267027943587928 5.257862644780711 342.58180865028305 27.85983265146735 0.005391405294961293 17.555706050021648 18.187398864383695 17.792025765874385 0.975 False False 0.3 0.7 1.5 0.02 8 3 12.9820602000691 5.257862644780711 2.267027943587928 0.39537309850931024 2.319275622363665 -0.6945679955338306 -0.9802043591859366 False 0.083 Inputed -19.099063355078016 -18.98932662022081 """""" """""" """"""
-0.15372293646991178 0.2528231240863184 -9.400618635236633 18.66955086240047 5347.622693431898 117.08704420953838 43 32 32 55.909652799833566 101 True False 2021lxg 324.7311416666666 34.20532222222222 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 324.7311416666666 34.20532222222222 TNS 2021lxg ZTF21abaputv 2021lxg SNIa 0.07 0.09338503731583714 0.6878544175245693 0.2233297864604431 0.36517600763225744 0.6878544175245693 1.0686715307637975 14.548994469782563 14.548994469782563 41.360658330051 41.360658330051 59356.463148099836 59341.45862270007 18.218146534294586 18.218146534294586 18.28195245541177 1.7799870109772584 3.066779400415742 6.361067273152628 324.72950246 34.20645551 0.0027112777161745205 16.014492955827713 16.564328476142883 16.202956873703002 1.0 """""" """""" """""" """""" 1 False True all False False 0 1.2809595621907122 3.048132930999129 324.73081172 34.20612375 0.004670560746933949 18.829730923986435 19.400098034763335 19.069407895278932 0.0 False False 0.3 0.7 1.5 0.02 8 3 15.004525399766862 6.361067273152628 3.066779400415742 0.3613716024398812 2.074184818213629 -1.6538180581517032 -2.0789955817087673 False 0.07 Inputed -19.213213496179026 -19.27701941729621 """""" """""" """"""
-0.13287518745744395 0.26105176789049367 -10.263421827285935 18.601447335817518 5212.220010947774 120.31646506803548 47 31 31 56.75689810002223 76 True True 2019nwn 337.21621416666 36.933911027777 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 337.21621416666 36.933911027777 TNS 2019nwn ZTF19aboxjlj 2019nwn SNIa 0.07 0.13871637063110498 0.7324107586155435 0.26908902550527003 0.410979970579632 0.7324107586155435 1.1098421438988204 15.764325610806459 15.764325610806459 40.99257248921577 40.99257248921577 58721.32780090021 58705.407557900064 18.052785150915593 18.364219017800508 18.052785150915593 2.2126276626275394 0.8215165185730562 0.4621488359368376 337.216149460265 36.9337935334435 0.0024274933080049577 20.196679488363266 21.208555113887787 20.764651778202058 0.525 """""" """""" """""" """""" 0 False True all False False 0 0.8215165185730562 0.4621488359368376 337.216149460265 36.9337935334435 0.0024274933080049577 20.196679488363266 21.208555113887787 20.764651778202058 0.525 False False 0.3 0.7 1.5 0.02 8 3 15.920243000146002 0.4621488359368376 0.8215165185730562 0.4439033356857287 0.5625557435407057 2.8443360960872788 2.711866627286465 False 0.07 Inputed -19.442380800675203 -19.130946933790288 """""" """""" """"""
-0.04890729226851012 0.48907867584972287 -28.0649696221821 18.484790599647262 7592.959795337238 91.43463978593755 76 34 34 36.01314810011536 76 True True 2021esi 102.51395833333332 27.486097222222224 SNIIb 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 102.51395833333332 27.486097222222224 TNS 2021esi ZTF21aaoiaar 2021esi SNIIb 0.03 -0.0755262992631387 0.6310403845272106 0.07238051481603591 0.2383645063351132 0.6310403845272106 1.1170747823716454 -13.37941162769321 -13.37941162769321 49.39255972780857 49.39255972780857 59280.21146989986 59280.15015049977 18.153395995474312 18.153395995474312 18.395919403183754 8.8687831261105 6.022147898776081 2.2836942912676665 102.513244639883 27.486057807806652 0.0028304135856931367 15.209523893668653 15.920368791003227 15.505855959756374 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 6.022147898776081 2.2836942912676665 102.513244639883 27.486057807806652 0.0028304135856931367 15.209523893668653 15.920368791003227 15.505855959756374 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 0.06131940009072423 2.2836942912676665 6.022147898776081 0.4145128312468529 0.3792159092824333 -2.2330272044710853 -2.8900634434273798 False 0.03 Inputed -17.238878050441574 -17.481401458151016 """""" """""" """"""
-0.572086107112012 0.8091590925892058 0.4704844809263481 14.299070100285158 6534.194091205817 20.20017600988396 21 9 9 15.99981479998678 49 True False 2021ife 185.522 -19.621083333333335 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 185.522 -19.621083333333335 TNS 2021ife ZTF21aaspdzb 2021ife CV 0.0 -0.28356383895254744 6.036797069978668 0.4006519491774547 1.524300701181307 6.036797069978668 15.819381921888521 0.8406380736092245 0.8406380736092245 15.159176726377556 15.159176726377556 59309.27215280011 59309.27215280011 14.451176945670284 14.529251722526846 14.451176945670284 137.3856456452993 0.8156943641947968 0.8496917588031894 185.52220812 -19.62121478 0.013666227283597454 22.281390895617008 21.12357807736397 21.405655088996888 0.1625 """""" """""" """""" """""" 0 False True all False False 0 0.8156943641947968 0.8496917588031894 185.52220812 -19.62121478 0.013666227283597454 22.281390895617008 21.12357807736397 21.405655088996888 0.1625 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.8496917588031894 0.8156943641947968 -0.2820770116329179 1.0416790848395192 6.594326354837124 6.954478143326604 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.13668372814735594 0.3865961183249438 -4.365023911323132 18.975432999743482 3637.938760351335 193.68421800437153 54 19 19 18.993969900067896 44 True True 2020zlg 167.48222916666666 36.94576111111111 SNIb 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 167.48222916666666 36.94576111111111 TNS 2020zlg ZTF20acpzaoa 2020zlg SNIb 0.03 0.6590390219066649 1.1213019511661813 0.766177008653564 0.8787777640923053 1.1213019511661813 1.3886010594720695 10.603185369841977 10.603185369841977 8.390784530225918 8.390784530225918 59173.53064810019 59165.51553239999 18.652576491984252 19.310432710232167 18.652576491984252 0.6526784060931933 4.29635814366756 4.126207082914774 167.4811414570285 36.946508120175096 0.0005114720596185451 13.618600953241586 14.604870964168907 13.908235856951475 0.985 """""" """""" """""" """""" 0 False True all False False 0 4.29635814366756 4.126207082914774 167.4811414570285 36.946508120175096 0.0005114720596185451 13.618600953241586 14.604870964168907 13.908235856951475 0.985 False False 0.3 0.7 1.5 0.02 8 3 8.015115700196475 4.126207082914774 4.29635814366756 0.6966351072174319 0.9603964439036411 -4.70556174606326 -4.744340635032778 False 0.03 Inputed -16.982220961641076 -16.32436474339316 """""" """""" """"""
-0.21148124783047056 0.3841896826408153 -3.410326837299822 18.585857220713578 4225.1447007691895 119.90939478560126 46 11 11 14.944710600189865 26 True True 2020vzp 14.70934583333333 12.940016666666667 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 14.70934583333333 12.940016666666667 TNS 2020vzp ZTF20aciigcw 2020vzp SNIa 0.04 0.3877531313007978 1.080530484913652 0.5404657787747631 0.706230717244253 1.080530484913652 1.5186654607409018 7.109078745677517 7.109078745677517 7.835631854512347 7.835631854512347 59140.26336809993 59134.26738430001 18.354323644536425 18.71092243328389 18.354323644536425 2.1171975389898123 1.3955350479702568 2.3392888157720564 14.70935907778915 12.94066634089545 0.00030155358268024735 15.455725561158657 16.60584008159161 15.848739400720596 0.8699999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.3955350479702568 2.3392888157720564 14.70935907778915 12.94066634089545 0.00030155358268024735 15.455725561158657 16.60584008159161 15.848739400720596 0.8699999999999999 False False 0.3 0.7 1.5 0.02 8 3 5.995983799919486 2.3392888157720564 1.3955350479702568 0.7571006808710123 1.6762666184374566 -2.105082351692282 -2.5055842438158287 False 0.04 Inputed -17.910481242944993 -17.553882454197527 """""" """""" """"""
-0.1990895896659365 0.15958343338222372 -9.017679278208494 18.13872818750464 3887.275636607995 143.66825825436976 43 23 23 54.98864579992369 38 True True 2019ejo 195.48038416666 22.771293111111 SNII 0.0336 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 195.48038416666 22.771293111111 TNS 2019ejo ZTF18aaxokeg 2019ejo SNII 0.0336 0.6069651917596417 1.2367708271932436 0.7490419255136835 0.9009847534203423 1.2367708271932436 1.619328106455722 10.161611990698542 10.161611990698542 44.82703380922514 44.82703380922514 58616.169375000056 58606.20798610011 17.6538154753616 18.082267701867988 17.6538154753616 4.799961992921772 3.6259222271977856 0.22125596293865948 195.4803920695095 22.771354137595 0.0011560595239077376 15.410636545353533 16.177477849444152 15.667858108543157 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.6259222271977856 0.22125596293865948 195.4803920695095 22.771354137595 0.0011560595239077376 15.410636545353533 16.177477849444152 15.667858108543157 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.961388899944723 0.22125596293865948 3.6259222271977856 0.5096197409009946 0.06102060360783091 -1.9047898524238356 -1.9859573668184431 False 0.0336 Inputed -18.22900018670646 -17.800547960200074 """""" """""" """"""
-0.08343740285586602 0.3046007682589269 -25.30682491299791 19.015210240356453 5467.546019313868 218.1978680861039 48 48 48 71.94834490027279 39 True True 2020mof 1.4439624999999998 33.761358333333334 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 1.4439624999999998 33.761358333333334 TNS 2020mof ZTF20abfcsnk 2020mof SNIa 0.1 0.11318789780811755 0.4108822288201459 0.18245275326550114 0.2550761566460622 0.4108822288201459 0.5816204236293245 -2.1041029675286875 -2.1041029675286875 74.05244786780148 74.05244786780148 59023.346446800046 59014.39097219985 18.652353422361653 18.652353422361653 18.710715836835593 1.543030789323571 2.094972498213638 2.885637197493016 1.44300184134349 33.7614266144255 0.0017286753033415314 16.874733086842298 17.57552637499809 17.157066442089082 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.094972498213638 2.885637197493016 1.44300184134349 33.7614266144255 0.0017286753033415314 16.874733086842298 17.57552637499809 17.157066442089082 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.955474600195885 2.885637197493016 2.094972498213638 0.41845993290900907 1.3774105387796594 -1.0768270473635617 -1.553649394746511 False 0.1 Inputed -19.573026261635334 -19.631388676109275 """""" """""" """"""
-0.10954346239955205 0.2933500811062841 -25.812788875221116 18.430735823712006 5710.948564800352 178.44627174598628 16 16 16 53.95950229978189 61 True True 2019gso 328.67807874999 -8.218651305555 SNIa 0.074796 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 328.67807874999 -8.218651305555 TNS 2019gso ZTF19aawscnp 2019gso SNIa 0.074796 0.09139708484814335 0.457666046599595 0.17523690038792594 0.26408055991880275 0.457666046599595 0.6740351159454399 -11.633749049276926 -11.633749049276926 65.59325134905882 65.59325134905882 58639.40475689992 58636.42116900021 18.301768280161433 18.42580502834124 18.301768280161433 2.5640512540911664 2.2076999787284395 2.4602178457270254 328.678165887173 -8.21797337531649 0.0007940052604793468 15.867307317960261 16.896446879134178 16.255588123104573 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.2076999787284395 2.4602178457270254 328.678165887173 -8.21797337531649 0.0007940052604793468 15.867307317960261 16.896446879134178 16.255588123104573 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 2.983587899710983 2.4602178457270254 2.2076999787284395 0.6408587560296048 1.1143805179289026 -1.529358149207063 -2.0461801570568596 False 0.074796 Inputed -19.339620577608915 -19.215583829429107 """""" """""" """"""
-0.16786287859474916 0.26096816394612493 -5.291014184372214 18.643238818236973 6166.315483701672 93.89328421341597 56 44 44 45.95322920009494 36 True False 2020tcp 266.898275 66.65206666666667 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 266.898275 66.65206666666667 TNS 2020tcp ZTF20abyskia 2020tcp SNIa 0.08 -0.12840927370614708 0.5261759574210849 0.00896671857719511 0.16289139303473732 0.5261759574210849 0.974314598869924 15.712302876688714 15.712302876688714 30.240926323406224 30.240926323406224 59112.15836809995 59099.15775460005 18.12704953702537 18.12704953702537 18.256542232083394 0.4678716288193746 2.4728839937966303 4.868337733972951 266.8963298 66.65317774 0.0017540412402852201 16.07667338973284 17.48426128396988 16.619702057027816 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.4728839937966303 4.868337733972951 266.8963298 66.65317774 0.0017540412402852201 16.07667338973284 17.48426128396988 16.619702057027816 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.000613499898463 4.868337733972951 2.4728839937966303 0.8645592269420632 1.9686882790237845 -0.6427882530554925 -1.6368401750555783 False 0.08 Inputed -19.533391789987984 -19.662884485046007 """""" """""" """"""
-0.1185537835382835 0.32606423355080694 -8.700690809371142 18.948216412522783 6218.965865786369 67.98767063041338 44 27 27 45.94465279998258 42 True True 2020abun 189.0244208333333 51.50065277777778 SNIa 0.090698 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 189.0244208333333 51.50065277777778 TNS 2020abun ZTF20acvkjrm 2020abun SNIa 0.090698 -0.04891139031066061 1.0034239679486134 0.15861921875122675 0.4003632912403461 1.0034239679486134 1.800632673641669 15.694653722276207 15.694653722276207 30.24999907770637 30.24999907770637 59200.47570599988 59185.533125000075 18.45086762458777 18.45086762458777 18.6919680977952 0.9253946600287744 2.4584056968588572 9.34041375341181 189.0202670586985 51.500439208420005 0.00763675212014725 16.912712957238853 17.86177335600972 17.224011746334433 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.4584056968588572 9.34041375341181 189.0202670586985 51.500439208420005 0.00763675212014725 16.912712957238853 17.86177335600972 17.224011746334433 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 14.942580999806523 9.34041375341181 2.4584056968588572 0.6377616096752874 3.799378501825878 -0.589094268578048 -1.4679563514607672 False 0.090698 Inputed -19.375515343045798 -19.61661581625323 """""" """""" """"""
-0.17277893255756535 0.23241883904815774 -9.363700219221062 16.45929851226129 5720.809460642085 145.43294784638942 91 42 42 74.90524300001562 36 True True 2020aeps 182.197625 32.53543888888888 SNIa 0.0244 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 182.197625 32.53543888888888 TNS 2020aeps ZTF20adagenq 2020aeps SNIa 0.0244 -0.022692144597094455 0.40173227517090027 0.07230659100526893 0.1744485236455091 0.40173227517090027 0.6625152427385359 9.089726334053715 9.089726334053715 65.8155166659619 65.8155166659619 59225.44506940013 59215.43719909992 15.886252627672926 15.886252627672926 16.04658962396033 16.446005228275528 3.7904853622404433 7.5987799759639 182.1972792111535 32.5375294336004 0.0029688734784674153 15.622172870299817 16.079501018664835 15.754947076587081 1.0 """""" """""" """""" """""" 3 True True all False False 0 0.32528554167141854 0.912941856354477 182.197797917794 32.5352313832813 0.00038240380535015106 18.869549918972254 21.80521167916298 20.286733355140687 0.0 False False 0.3 0.7 1.5 0.02 8 3 10.007870300207287 7.5987799759639 3.7904853622404433 0.32455394207775434 2.0046984092487 0.1932483909919096 -0.29164254737324846 False 0.0244 Inputed -19.1365172172606 -19.296854213548006 """""" """""" """"""
-0.13959331951479495 0.3524029628025694 -8.225151969812762 18.334848004895875 3551.4392768333664 188.38366467492597 25 9 9 37.923576400149614 35 True True 2020dgd 236.39805416666664 29.310697222222224 SNIc-BL 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 236.39805416666664 29.310697222222224 TNS 2020dgd ZTF20aapcbmc 2020dgd SNIc-BL 0.03 0.7525171787070413 1.2500920125937256 0.8676536162673614 0.9887842936851428 1.2500920125937256 1.5387045509407251 12.24885095483004 12.24885095483004 25.674725445319574 25.674725445319574 58911.52008099994 58898.51763889985 18.054452764336745 18.698339025505597 18.054452764336745 3.0914343786738705 1.7135815424185492 20.925561793473786 236.39194651963498 29.31302620997895 0.16221269458628373 19.208124081252215 19.4013797993207 19.280020349097253 0.9166666666666666 """""" """""" """""" """""" 3 False True all False False 0 0.7750534437772448 12.923850276298923 236.401982888694 29.31177058231295 0.5065563554673147 22.3139713764894 24.11776141315937 24.08364115924835 0.025 False False 0.3 0.7 1.5 0.02 8 3 13.002442100085318 0.0 0.0 0.0 0.0 4.941660974494404 5.215547235663255 True 0.03 Inputed -17.580344689288584 -16.93645842811973 """""" """""" """"""
-0.2748629147918232 0.14568004069179982 -5.178346574128491 18.533180810487337 5341.044441122945 76.35680263292238 61 29 29 43.913842499721795 48 True True 2021vz 230.36187916666665 36.767780555555554 SNIc 0.045 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 230.36187916666665 36.767780555555554 TNS 2021vz ZTF21aacufip 2021vz SNIc 0.045 0.07713106174484707 1.0691023337065388 0.27885331171941274 0.5093196390307888 1.0691023337065388 1.7861046379070018 7.873721194377558 7.873721194377558 36.040121305344236 36.040121305344236 59229.55616899999 59223.51247690013 17.962397639160596 17.962397639160596 18.02902642932209 1.5737878759956707 1.9740601023856035 2.4584841380136386 230.361329697775 36.7683026933625 0.0036652628485279726 18.10117998090267 18.804271892642973 18.286101931500433 0.9649999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.9740601023856035 2.4584841380136386 230.361329697775 36.7683026933625 0.0036652628485279726 18.10117998090267 18.804271892642973 18.286101931500433 0.9649999999999999 False False 0.3 0.7 1.5 0.02 8 3 6.043692099861801 2.4584841380136386 1.9740601023856035 0.5181699611425401 1.2453947754896726 0.8418742534823771 0.25707550217834196 False 0.045 Inputed -18.49414901042581 -18.560777800587307 """""" """""" """"""
-0.162806174760458 0.28269291592215223 -5.274473450744955 18.51812406575872 5830.931320849181 103.45892878818917 33 23 23 40.95746529987082 39 True False 2021bzw 163.66134166666663 -14.595083333333333 SNIa 0.066 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 163.66134166666663 -14.595083333333333 TNS 2021bzw ZTF21aagxmfv 2021bzw SNIa 0.066 -0.06517687472106104 0.5474372566048231 0.06577016143644698 0.21078478339318707 0.5474372566048231 0.9545556353504381 10.479862575013147 10.479862575013147 30.47760272485767 30.47760272485767 59257.372569399886 59249.378344899975 18.06658618917427 18.06658618917427 18.18655663470865 1.035350494660178 2.5501177630610505 6.574474818361502 163.66322776 -14.59502254 0.0035149515930090747 16.514941681170463 17.371455060195924 16.857117537426948 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.5501177630610505 6.574474818361502 163.66322776 -14.59502254 0.0035149515930090747 16.514941681170463 17.371455060195924 16.857117537426948 1.0 False False 0.3 0.7 1.5 0.02 8 3 7.99422449991107 6.574474818361502 2.5501177630610505 0.5143375227689759 2.578106357907875 -0.6951311289783462 -1.3294390972817034 False 0.066 Inputed -19.17888124191994 -19.29885168745432 """""" """""" """"""
-0.19885396256426757 0.279681767635359 -4.69933235613516 18.314492465063786 5804.987496331568 77.91460096163101 110 76 76 33.07079860009253 115 True False 2020mnu 270.75543749999997 20.63104166666667 SNIa 0.0594 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 270.75543749999997 20.63104166666667 TNS 2020mnu ZTF18aarbaba 2020mnu SNIa 0.0594 -0.04731323659680342 0.835810174114215 0.1321882124877405 0.33738632243112576 0.835810174114215 1.473356406407433 9.788417397018094 9.788417397018094 23.282381203074436 23.282381203074436 59022.340138900094 59014.25961809978 17.85638168442009 17.85638168442009 17.94230694762713 0.9811793904394913 3.605201270129733 6.112617618991573 270.75563316 20.62935362 0.0014535802898026917 15.015820060276985 16.990196070814132 15.969095700025559 1.0 """""" """""" """""" """""" 1 False True all False False 0 6.257776404584948 1.1106792996217392 270.75525945 20.63130132 0.001619232795120773 14.40889072971344 15.658292365169526 14.803353940200806 0.96 False False 0.3 0.7 1.5 0.02 8 3 8.080520800314844 6.112617618991573 3.605201270129733 1.0211003707885737 1.695499685312052 -0.8661856136059569 -1.9732112476015722 False 0.0594 Inputed -19.19107019140007 -19.27699545460711 """""" """""" """"""
-0.03846926931886709 0.2708819801630791 -10.307364421146579 18.602211371162273 6446.787136396894 202.17203874016207 29 13 13 13.91646989993751 73 True True 2019nxv 251.39128749999 -6.324701694444 SNIa 0.075 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 251.39128749999 -6.324701694444 TNS 2019nxv ZTF19abqmpti 2019nxv SNIa 0.075 -0.18740460384531232 0.06689871685728122 -0.12887846872359887 -0.06707504229799355 0.06689871685728122 0.21561753196782263 34.5593675533072 34.5593675533072 -20.642897653369687 -20.642897653369687 58723.14857639978 58712.23289350001 18.120495599950775 18.120495599950775 18.309764871673757 0.7925579320361374 2.556310192905152 0.24827011070490698 251.3913081243045 -6.32476754140331 0.0020003293112050846 17.050927227802276 17.543191042785644 17.16865586250305 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.556310192905152 0.24827011070490698 251.3913081243045 -6.32476754140331 0.0020003293112050846 17.050927227802276 17.543191042785644 17.16865586250305 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 10.91568289976567 0.24827011070490698 2.556310192905152 0.37453518028259225 0.09712049476388356 -0.5773045571651316 -1.1411090091707052 False 0.075 Inputed -19.337636551679708 -19.52690582340269 """""" """""" """"""
-0.07728527913283711 0.3150337369896874 -11.028796847582049 18.12457929696751 5221.711576807354 159.97510602891333 267 12 12 24.03539350023493 49 True True 2020jhs 142.0587083333333 25.670369444444447 SNIIn 0.065 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 142.0587083333333 25.670369444444447 TNS 2020jhs ZTF20aayvmyh 2020jhs SNIIn 0.065 0.11166046313533329 0.5316544449408944 0.2068592388086472 0.30838188048772963 0.5316544449408944 0.7841696376886631 27.92001790627713 27.92001790627713 -3.8846244060421977 -3.8846244060421977 58999.17021990009 58975.16701389989 17.864861018364014 18.005706185669908 17.864861018364014 0.663064896236137 0.7 0.964369910621634 142.058506571568 25.6701727436886 0.017879390365109216 22.845287625032665 23.482948038983345 23.317868015027045 0.2 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.964369910621634 142.058506571568 25.6701727436886 0.017879390365109216 22.845287625032665 23.482948038983345 23.317868015027045 0.2 False False 0.3 0.7 1.5 0.02 8 3 24.00320600019768 0.964369910621634 0.7 0.16508002395629973 1.3776713008880488 5.477241853313437 5.4530069966630315 False 0.065 Inputed -19.46693149059739 -19.326086323291495 """""" """""" """"""
-0.4186260480065859 0.46368750820374344 -1.8527779406616212 18.330785690615357 6203.633549823048 224.68093594916442 23 5 5 3.9925230997614563 133 True False 2018ctp 296.36550583333 44.498951694444 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 296.36550583333 44.498951694444 TNS 2018ctp ZTF18adkaxpy 2018ctp CV 0.0 -0.1923307199265878 0.03292921212645439 -0.14006305777967043 -0.08516181506024623 0.03292921212645439 0.1627368271254177 1.9545074621231318 1.9545074621231318 2.0380156376383245 2.0380156376383245 60136.3466897998 60134.37527780002 17.97867192636365 17.97867192636365 18.04875859394597 6.403478558667471 0.7 0.23456837942669279 296.36553505 44.49901343 0.007909015126038699 22.239834567785262 21.531790651130677 22.5825525308609 0.03333333333333333 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.23456837942669279 296.36553505 44.49901343 0.007909015126038699 22.239834567785262 21.531790651130677 22.5825525308609 0.03333333333333333 False False 0.3 0.7 1.5 0.02 8 3 1.9714119997806847 0.23456837942669279 0.7 -1.0507618797302243 0.3350976848952754 3.553118724767028 4.5337939369149325 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.18086735159758954 0.24613826412465295 -14.709352457214475 17.758708957165265 4051.699343421091 145.76746704878886 33 18 18 48.892060100100935 56 True True 2019lci 247.75674999999 8.473261 SNIc-BL 0.0292 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 247.75674999999 8.473261 TNS 2019lci ZTF19abfsxpw 2019lci SNIc-BL 0.0292 0.6004936700148562 1.2180596443847875 0.7400099669658147 0.8890775217730607 1.2180596443847875 1.592203685237358 11.924383809150536 11.924383809150536 36.9676762909504 36.9676762909504 58694.178738399874 58675.295775500126 17.529474506645354 17.68747044536973 17.529474506645354 5.885828017322825 5.7358143693842 6.746003753330096 247.756515966287 8.475120537881125 0.005401054454219567 15.845449902374746 16.433652713518143 16.153578934483527 0.9650000000000001 """""" """""" """""" """""" 3 False True all False False 0 0.7 4.496508491687616 247.756544014647 8.472028698332064 0.04748169062731489 21.468765264086723 21.594308766775132 21.651381827578543 0.51 False False 0.3 0.7 1.5 0.02 8 3 18.882962899748236 6.746003753330096 5.7358143693842 0.28007377903461617 1.1761196089848964 -1.253817731851587 -1.3758955721618271 False 0.0292 Inputed -18.04620013493425 -17.888204196209873 """""" """""" """"""
-0.14045170054468192 0.4726012440779828 -4.494636890048812 18.73192507158749 6674.534857612515 135.13936268421048 58 25 25 23.932418999727815 38 True True 2020taz 336.526125 10.558236111111112 SNIbn 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 336.526125 10.558236111111112 TNS 2020taz ZTF20abyznqs 2020taz SNIbn 0.05 -0.2460216131238937 0.1336969942802 -0.16229304270152056 -0.07139484013931607 0.1336969942802 0.37299038747080715 3.876821518864473 3.876821518864473 20.05559748086334 20.05559748086334 59110.31048610015 59107.27540510008 18.292067373428196 18.292067373428196 18.586205190928855 0.7123114885820929 4.554788598123027 8.58731034134284 336.52711079354947 10.560415745687301 0.003292446273132743 15.353553067772388 16.014049850473405 15.594387288241386 0.9949999999999999 """""" """""" """""" """""" 2 False True all False False 0 0.7 7.040977632764207 336.52482417 10.55971595 0.10265530531822853 21.41261775753498 20.35153828277588 21.131359132003784 0.9 False False 0.3 0.7 1.5 0.02 8 3 3.0350810000672936 8.58731034134284 4.554788598123027 0.4196625622320198 1.8853367519365372 -2.2780175229547908 -2.991817902687469 False 0.05 Inputed -18.16833344024642 -18.46247125774708 """""" """""" """"""
-0.136248411243887 0.2618682808230104 -36.16594546287588 16.355556583436233 4773.923569465095 293.73751783635424 110 90 90 73.98846070002764 186 True True 2020mos 1.364470833333333 32.534949999999995 SNIa 0.035 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 1.364470833333333 32.534949999999995 TNS 2020mos ZTF20abfcshg 2020mos SNIa 0.035 0.3402321760369702 0.5894278572985243 0.3994029498871612 0.4606225072815988 0.5894278572985243 0.7271062750438055 -26.33160218975302 -26.33160218975302 100.32006288978067 100.32006288978067 59014.39097219985 59014.39097219985 16.68912136807357 16.68912136807357 16.789266662115242 8.134856088418324 5.772827973564564 37.338385848377165 1.371282377602515 32.5263132486778 0.00805645253863696 13.53790875219822 14.882685178289414 15.795435355014803 1.0 """""" """""" """""" """""" 107 True True all False False 0 2.327917456195148 4.1445200758180265 1.36511104257923 32.5339331076772 0.0048906243458181065 17.71083093851447 17.98752500602245 17.71087598431349 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 0.0 37.338385848377165 5.772827973564564 -0.9127501767253889 6.467954011337312 -1.8064361897841579 -0.9938313071004394 False 0.035 Inputed -19.182938033245126 -19.283083327286796 """""" """""" """"""
-0.28950241347130323 0.5103395174164074 -4.415869121938229 18.37619274602635 6619.11925151843 213.22914724610916 28 7 7 8.014803200028837 122 True False 2018fik 273.15466375 15.914832694444 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 273.15466375 15.914832694444 TNS 2018fik ZTF18abnoonq 2018fik CV 0.0 -0.25058142334616207 -0.02526705391633044 -0.19857281829264295 -0.14375857695773675 -0.02526705391633044 0.10580505644301752 -0.04798225848022675 -0.04798225848022675 8.062785458509063 8.062785458509063 59743.3813426001 59741.3370254999 18.042744767600833 18.042744767600833 18.28186445345307 10.918123922332777 0.6604001513497318 0.09677788727811115 273.15464835 15.91485513 0.011969542214863904 22.97051448316574 23.466032528400422 22.970003539943693 0.05 """""" """""" """""" """""" 0 False True all False False 0 0.6604001513497318 0.09677788727811115 273.15464835 15.91485513 0.011969542214863904 22.97051448316574 23.466032528400422 22.970003539943693 0.05 False False 0.3 0.7 1.5 0.02 8 3 2.044317100197077 0.09677788727811115 0.6604001513497318 0.4960289884567288 0.1465443142014968 5.423287760799589 4.688139086490622 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.15022038042388067 0.4934658487611304 -3.735358103514545 18.68725057806535 5663.218439160303 170.45566190190416 25 11 11 24.98497680015862 53 True True 2020mnw 224.08781249999998 9.336072222222223 SNIa 0.0808 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 224.08781249999998 9.336072222222223 TNS 2020mnw ZTF20abefbiq 2020mnw SNIa 0.0808 -0.06502644639498811 0.27757969311338826 0.012842302732487099 0.09574211214459893 0.27757969311338826 0.48247136920511835 11.01057814049224 11.01057814049224 13.97439865966638 13.97439865966638 59019.255659699906 59009.21149310004 18.447589659574362 18.447589659574362 18.61367905136492 0.8689581719823539 3.102259807005914 6.242461895375108 224.0860753313005 9.335810542012945 0.001294041439246274 15.0506271527946 16.0875519809103 15.405044229431152 0.99 """""" """""" """""" """""" 0 False True all False False 0 3.102259807005914 6.242461895375108 224.0860753313005 9.335810542012945 0.001294041439246274 15.0506271527946 16.0875519809103 15.405044229431152 0.99 False False 0.3 0.7 1.5 0.02 8 3 10.044166599866003 6.242461895375108 3.102259807005914 0.6825077514791467 2.012230529911645 -2.3600376786640638 -3.2086348219337673 False 0.0808 Inputed -19.19824127747967 -19.364330669270228 """""" """""" """"""
-0.26433555366121375 0.7269334683745139 -0.6196608735629965 15.872924399098377 6572.529920422175 225.5316486437386 18 11 11 18.052870400249958 165 True True 2018fjp 292.27228166666 37.357764 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 292.27228166666 37.357764 TNS 2018fjp ZTF18abojrnv 2018fjp CV 0.0 -0.262277489001038 -0.05302698582536536 -0.21377813315045557 -0.16279912572412059 -0.05302698582536536 0.06780401391835511 0.5868371420177061 0.5868371420177061 17.46603325823225 17.46603325823225 58351.21565969987 58351.21565969987 15.869277162764238 17.11348491408236 15.869277162764238 27.944879011286062 3.1099749349698156 41.390765750434255 292.2763451909795 37.368798492332246 0.05038411930633668 15.79862399008751 24.911449935836792 27.774506917362213 0.5833333333333334 """""" """""" """""" """""" 62 False True all False False 0 0.871725534803258 3.503616683173933 292.27170383477346 37.3586220323295 0.002993177011253123 18.28862819222927 19.251462122516635 18.512958176255225 0.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.0 0.0 0.0 0.0 6.526515085917641 7.400722837235762 True 0.0 Inputed """""" """""" """""" """""" """"""
-0.1636313540737271 0.2565580803284945 -9.295159967045203 19.003726549144687 4999.23651616971 111.07242628486287 64 51 51 48.98552080010995 65 True True 2020mml 342.00337499999995 26.801205555555555 SNIa 0.0658 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 342.00337499999995 26.801205555555555 TNS 2020mml ZTF20abehvas 2020mml SNIa 0.0658 0.20022919758650914 0.8791026344363466 0.3478982173418963 0.5095793151560315 0.8791026344363466 1.3180163168866557 11.026683766373246 11.026683766373246 37.95883703373671 37.95883703373671 59022.47562499996 59010.4675925998 18.572077321115877 18.613737930744005 18.572077321115877 1.1429254223432128 2.4496578830052576 11.530880006721299 342.0038213981855 26.79802741318365 0.0016122935129707638 14.41082664636612 15.592300603075028 14.780236724128724 0.93 """""" """""" """""" """""" 3 False True all False False 0 0.7 1.0861575386833198 342.00330723 26.80150114 0.005743853384222342 21.233757339763642 22.208587366247176 18.684759540319444 0.85 False False 0.3 0.7 1.5 0.02 8 3 12.008032400161028 11.530880006721299 2.4496578830052576 0.8120638789463044 4.707138938346417 -3.021437327668977 -3.7918405969871536 False 0.0658 Inputed -18.786671950228484 -18.745011340600357 """""" """""" """"""
-0.18547869710049686 0.2813432263643544 -5.090686975935325 17.912450362160456 5645.71754247859 116.90995218031011 24 10 10 24.042534799780697 243 True False 2020ovs 288.2688124999999 -18.736633333333334 SNII 0.039184 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 288.2688124999999 -18.736633333333334 TNS 2020ovs ZTF20abliiex 2020ovs SNII 0.039184 -0.032807498119275635 0.5101932241422595 0.08547462792097349 0.21489011038226025 0.5101932241422595 0.8598137616725339 7.788545800284732 7.788545800284732 16.253988999495967 16.253988999495967 59049.313530100044 59043.27163190022 17.478384707306322 17.478384707306322 17.610695832824465 2.7884529170343026 2.779124594298212 3.4383830881964417 288.26842606 -18.73575112 0.0008861621749353121 15.335420182275772 16.5162646027565 15.751839664316176 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.779124594298212 3.4383830881964417 288.26842606 -18.73575112 0.0008861621749353121 15.335420182275772 16.5162646027565 15.751839664316176 1.0 False False 0.3 0.7 1.5 0.02 8 3 6.041898199822754 3.4383830881964417 2.779124594298212 0.7644249384403246 1.2372180416994607 -0.9621201045498218 -1.8588561685082894 False 0.039184 Inputed -18.60892424307683 -18.741235368594975 """""" """""" """"""
-0.136895601072178 0.24307417398018943 -10.313711647845093 19.197571956589 5417.3897861291125 120.17747720586678 50 33 33 59.98497680015862 35 True True 2021luu 243.0821958333333 26.783494444444447 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 243.0821958333333 26.783494444444447 TNS 2021luu ZTF21aazcjbh 2021luu SNIa 0.1 0.08261975576108327 0.6548504312447037 0.208104760928574 0.34480389715090354 0.6548504312447037 1.0193760803660936 18.093490382643687 18.093490382643687 41.89148641751493 41.89148641751493 59354.41461810004 59336.33929400006 18.74226722604241 18.816767788790827 18.74226722604241 0.8758509458807797 1.6362148688819311 2.7054835873075813 243.0813858021535 26.7832898160339 0.00582090592417428 18.9511494235301 19.545319843738078 19.16049405328393 0.9899999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.6362148688819311 2.7054835873075813 243.0813858021535 26.7832898160339 0.00582090592417428 18.9511494235301 19.545319843738078 19.16049405328393 0.9899999999999999 False False 0.3 0.7 1.5 0.02 8 3 18.07532409997657 2.7054835873075813 1.6362148688819311 0.38482579045414766 1.653501406668129 0.7285520549472508 0.4182268272415186 False 0.1 Inputed -19.541474872428516 -19.4669743096801 """""" """""" """"""
-0.11399625855531292 0.40765994887227086 -8.524491018642035 18.7421325587667 5769.947834464621 160.38159941992913 37 18 18 27.812419000081718 53 True True 2021nnj 239.2843791666666 -0.29109166666666664 SNIa 0.08524 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 239.2843791666666 -0.29109166666666664 TNS 2021nnj ZTF21abcmvci 2021nnj SNIa 0.08524 -0.04875843992701334 0.3231292319460515 0.035293476560617876 0.12510082787087384 0.3231292319460515 0.5477523693932724 9.2698130526916 9.2698130526916 18.54260594739012 18.54260594739012 59368.33964119991 59358.416840299964 18.389755917392453 18.389755917392453 18.501230288130742 1.0984220255874717 1.5246293328813538 3.114699383141594 239.2847678217915 -0.29031867752532503 0.0005894311592647972 15.864856272425651 16.98098611867905 16.224448554110527 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.5246293328813538 3.114699383141594 239.2847678217915 -0.29031867752532503 0.0005894311592647972 15.864856272425651 16.98098611867905 16.224448554110527 0.975 False False 0.3 0.7 1.5 0.02 8 3 9.922800899948925 3.114699383141594 1.5246293328813538 0.7565375645685215 2.042922378552964 -1.4087697987134042 -2.276781734020215 False 0.08524 Inputed -19.428942380106164 -19.540416750844454 """""" """""" """"""
-0.22054353192103876 0.18854348086131062 -7.620082795603764 15.774132092242477 4907.889342735652 144.9181041354165 51 33 33 66.9489351999946 47 True True 2020jhf 198.7226666666666 27.00863888888889 SNIa 0.015371 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 198.7226666666666 27.00863888888889 TNS 2020jhf ZTF18aahvndq 2020jhf SNIa 0.015371 0.18053015652047044 0.6725120166282679 0.291052237135629 0.40959435488188944 0.6725120166282679 0.973132571367799 12.95792416583659 12.95792416583659 53.99101103415801 53.99101103415801 58991.30209490005 58978.28915510001 15.33812558554378 15.33812558554378 15.394090817921855 25.51139400587369 6.073305836230424 1.8409990354348602 198.72264756866952 27.00812778341485 0.001390271816603006 14.267295595930218 15.336636178919672 14.636297013534307 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 6.073305836230424 1.8409990354348602 198.72264756866952 27.00812778341485 0.001390271816603006 14.267295595930218 15.336636178919672 14.636297013534307 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 13.012939800042659 1.8409990354348602 6.073305836230424 0.7003391653853654 0.30312964390041824 -0.001489406624108014 -0.7577938043875481 False 0.015371 Inputed -18.780597814406057 -18.836563046784136 """""" """""" """"""
-0.19243442720817383 0.2952220468776165 -5.270737235998826 18.542452514349854 5711.381039762864 152.94797055036656 35 22 22 34.81800929969177 44 True False 2019nxc 41.128299999999 14.918258166666 SNIa 0.067 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 41.128299999999 14.918258166666 TNS 2019nxc ZTF19abqmjdq 2019nxc SNIa 0.067 -0.05977090999938639 0.32928570208187224 0.027710452504337013 0.1214935701029134 0.32928570208187224 0.5664046518985835 10.078232314363028 10.078232314363028 24.73977698532874 24.73977698532874 58723.49368060008 58714.48467590008 18.076438722617368 18.076438722617368 18.199709895215225 1.3162813285014952 1.9929136957250457 9.117327644248979 41.13044813 14.91970917 0.005429719000194622 16.617723883962633 17.641516481733323 17.016005724573134 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 5.176693869716085 41.12824994 14.91682101 0.1704425435850876 22.89800535199642 23.64 23.51958334980011 0.5 False False 0.3 0.7 1.5 0.02 8 3 9.009004699997604 9.117327644248979 1.9929136957250457 0.625510757160189 4.5748732942155765 -0.4349222408840454 -1.1837041706420912 False 0.067 Inputed -19.19887355397064 -19.322144726568496 """""" """""" """"""
-0.2163679644125393 0.18532127211284308 -9.1199632091129 17.68759476291711 4286.746866334708 151.64106972974247 74 43 43 73.93964120000601 54 True True 2021uyc 329.18893749999995 27.905030555555555 SNIc 0.019046 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 329.18893749999995 27.905030555555555 TNS 2021uyc ZTF21abraccv 2021uyc SNIc 0.019046 0.4182686751136835 0.95605491919763 0.5400369225939414 0.6699637084106165 0.95605491919763 1.2803685306267951 14.674644018254048 14.674644018254048 59.26499718175196 59.26499718175196 59446.34868060006 59430.3448032001 17.210648183041148 17.34200399951013 17.210648183041148 8.91038039698262 1.2184838892607484 2.3925610998998423 329.18968913577 27.9050086453265 0.0038814858344431435 18.98971432407856 18.77035805091381 18.986963302907945 0.9928571428571429 """""" """""" """""" """""" 0 False True all False False 0 1.2184838892607484 2.3925610998998423 329.18968913577 27.9050086453265 0.0038814858344431435 18.98971432407856 18.77035805091381 18.986963302907945 0.9928571428571429 False False 0.3 0.7 1.5 0.02 8 3 16.003877399954945 2.3925610998998423 1.2184838892607484 -0.21660525199413527 1.9635557933813996 1.42835405140368 1.7763151198667977 False 0.019046 Inputed -17.431588895803504 -17.30023307933452 """""" """""" """"""
-0.09999324736400189 0.39078758763484445 -10.780418988332919 18.552351135637224 5675.383007847445 77.22662266199286 32 20 20 30.895949099678546 39 True False 2021bwr 177.17553333333333 -10.159827777777778 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 177.17553333333333 -10.159827777777778 TNS 2021bwr ZTF21aahdpqu 2021bwr SNIa 0.07 0.09312496017612659 1.0815986914005293 0.29471066479064234 0.5246032770027043 1.0815986914005293 1.792922761998259 4.657041133647045 4.657041133647045 26.2389079660315 26.2389079660315 59256.39715280011 59250.3562384001 18.288832171414615 18.354783509864653 18.288832171414615 0.9906231567571625 1.490391131902659 0.2840280156438591 177.17547158 -10.15977748 0.00033501001288316345 16.10946791100502 17.15709757270813 16.60077121578455 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.490391131902659 0.2840280156438591 177.17547158 -10.15977748 0.00033501001288316345 16.10946791100502 17.15709757270813 16.60077121578455 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 6.040914400015026 0.2840280156438591 1.490391131902659 0.5563263569235772 0.1905728030475222 -1.1976859371565247 -1.688060955630064 False 0.07 Inputed -19.20633378017618 -19.140382441726143 """""" """""" """"""
-0.06741425166750911 0.10330209689306115 -37.09832795663423 15.458704451044289 4039.5454667276354 181.02239466978324 50 19 19 63.88335649995133 357 True True 2019yvr 191.2838958333333 -0.45911944444444447 SNIb 0.005 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 191.2838958333333 -0.45911944444444447 TNS 2019yvr ZTF20aabqkxs 2019yvr SNIb 0.005 0.8223046932250657 1.358535809771059 0.946038726898843 1.076448469461985 1.358535809771059 1.6712094859595155 -3.4244749085096657 -3.4244749085096657 67.307831408461 67.307831408461 58850.52109949989 58850.52109949989 15.21022492404057 15.975534992638668 15.21022492404057 34.60437784861195 13.406869937482938 12.223404368065204 191.285885041032 -0.461871167954496 0.00041086758931452305 10.35956645508051 12.348674331282377 10.549438156967163 0.975 """""" """""" """""" """""" 13 False True all False False 0 1.3111037821525815 1.6401495684435674 191.28429694 -0.45890336 0.0026648224357203043 18.754830582869054 18.141094772553444 17.62566412987709 0.5 False False 0.3 0.7 1.5 0.02 8 3 0.0 12.223404368065204 13.406869937482938 1.7992361743152134 0.9117269299294833 -3.6268606613562913 -4.660786767073407 False 0.005 Inputed -16.519945853173674 -15.754635784575576 """""" """""" """"""
-0.21193643168776338 0.15040615013138367 -7.802468303746519 18.13456061637585 5118.744753765206 214.88487353986125 45 25 25 68.94608800020069 53 True True 2019lnl 255.52662499999 32.997769 SNII 0.035 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 255.52662499999 32.997769 TNS 2019lnl ZTF19abgrmfu 2019lnl SNII 0.035 0.09304381116324478 0.3915499745241391 0.16240220069558475 0.23518909068445737 0.3915499745241391 0.5631781613449718 14.168925759224987 14.168925759224987 54.7771622409757 54.7771622409757 58694.22687500017 58681.194085599855 17.43682979538987 17.43682979538987 17.52253845622709 4.056899917125991 1.903652305282259 1.962123278815788 255.5272698817495 32.997836351514906 0.003742290346123056 18.345459609962106 18.941911107386353 18.568968471096753 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.903652305282259 1.962123278815788 255.5272698817495 32.997836351514906 0.003742290346123056 18.345459609962106 18.941911107386353 18.568968471096753 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.03278940031305 1.962123278815788 1.903652305282259 0.37294263628960067 1.0307151539024662 1.5050813119964843 1.0464300148696637 False 0.035 Inputed -18.44966623913328 -18.5353748999705 """""" """""" """"""
-0.16793651761192194 0.34718914752793334 -3.144695623340324 19.159541734043774 4804.79043076314 156.1657835084884 25 10 10 21.005694500170648 47 True True 2019nwl 8.388465 21.785649416666 SNIa 0.083 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 8.388465 21.785649416666 TNS 2019nwl ZTF19aboudfp 2019nwl SNIa 0.083 0.16329745940245388 0.6101296629161439 0.26442573595536345 0.37237514260473503 0.6101296629161439 0.8795605408221299 6.1643216289893354 6.1643216289893354 14.841372871181314 14.841372871181314 58712.40401619999 58709.394317099825 18.895119093953877 19.08886163501508 18.895119093953877 1.4718101530147871 1.482610021884091 10.33250862669626 8.387822891357064 21.78284189252835 0.003060519205525858 15.658357813304661 16.879551133978367 16.02385354308486 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.482610021884091 10.33250862669626 8.387822891357064 21.78284189252835 0.003060519205525858 15.658357813304661 16.879551133978367 16.02385354308486 0.975 False False 0.3 0.7 1.5 0.02 8 3 3.009699100162834 10.33250862669626 1.482610021884091 0.8556975908935058 6.96913448188201 -2.209310501036711 -2.8712655508690155 False 0.083 Inputed -18.97617438618446 -18.78243184512326 """""" """""" """"""
-0.09317327772793477 0.3028713721742024 -9.11808628228332 18.997888163415574 4152.768744021507 181.40331195289497 51 25 25 46.97282409993932 79 True True 2021epp 122.73035833333331 -6.047052777777778 SNIc-BL 0.0385 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 122.73035833333331 -6.047052777777778 TNS 2021epp ZTF21aaocrlm 2021epp SNIc-BL 0.0385 0.45778274966376387 0.9071385145004953 0.5612387425805423 0.6704447180627753 0.9071385145004953 1.1700750209037274 17.70398722891765 17.70398722891765 29.268836871021666 29.268836871021666 59292.19025459979 59278.18781250017 18.66465370179362 19.047450442902196 18.66465370179362 0.4473575727558797 3.6289307099438903 14.386502223436816 122.72818253229451 -6.04369295381948 0.005010203056306728 15.242849496598243 17.12851517142773 15.659109937667846 1.0 """""" """""" """""" """""" 7 True True all False False 0 2.9960925584845657 0.6034195365216092 122.730189780413 -6.04705207022497 0.0011837790796802583 15.931985700662135 16.706785898365972 16.23239147851467 0.9666666666666667 False False 0.3 0.7 1.5 0.02 8 3 14.002442099619657 14.386502223436816 3.6289307099438903 1.4694052337598826 3.964391544874456 -1.9189352714744672 -3.005543764125772 False 0.0385 Inputed -17.51636616818296 -17.13356942707438 """""" """""" """"""
-0.029365569299474086 0.4540218555395559 -31.698979699537794 19.134041915247323 6429.3318136455755 318.5682736256068 26 26 26 69.87575230002403 67 True False 2020abyx 203.0298333333333 -22.95486111111111 SNIa 0.0169 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 203.0298333333333 -22.95486111111111 TNS 2020abyx ZTF21aagyxgr 2020abyx SNIa 0.0169 -0.12672440901800996 0.03718451650954435 -0.08781517644588277 -0.04755024106935579 0.03718451650954435 0.12776045633073707 -4.8100086705085054 -4.8100086705085054 74.68576097053254 74.68576097053254 59249.52375000017 59249.52375000017 18.697821719559734 18.697821719559734 18.825217929573963 1.0428461517142236 11.308068502996596 52.20137745992797 203.03145772 -22.96928415 0.0025033339658749876 11.007789871358872 23.64 23.27 0.5 """""" """""" """""" """""" 45 False True all False False 0 0.7763979685208207 9.625719871352352 203.03271597 -22.95453927 0.08593836179237235 20.36093734984398 16.598607488155366 21.75483213853836 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 52.20137745992797 11.308068502996596 0.370000000000001 4.616294767412737 4.942178280440267 4.444782070426037 False 0.0169 Inputed -15.556244661992391 -15.68364087200662 """""" """""" """"""
-0.04425402583745246 0.5733585594518038 -2.6573430761876295 18.16260527524234 5459.270413015499 121.84947660908259 42 33 33 62.81142360018566 121 True False 2018ffs 313.6547782 22.0810582 SLSN-I 0.141 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 313.6547782 22.0810582 TNS 2018ffs ZTF18ablwafp 2018ffs SLSN-I 0.141 -0.017062483666801853 0.5063981876597587 0.09764888658037307 0.22267548853123742 0.5063981876597587 0.8400379354255954 39.81306404340856 39.81306404340856 22.998359556777103 22.998359556777103 58367.27504630014 58337.373981500044 18.027274012847588 18.027274012847588 18.076965462297714 0.5096953607015748 1.0743379194714546 1.537766431471478 313.65486643 22.08147746 0.00236661048030129 19.012939775800707 19.61706418085098 19.198858476495744 0.8800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.0743379194714546 1.537766431471478 313.65486643 22.08147746 0.00236661048030129 19.012939775800707 19.61706418085098 19.198858476495744 0.8800000000000001 False False 0.3 0.7 1.5 0.02 8 3 29.90106480009854 1.537766431471478 1.0743379194714546 0.41820570435523763 1.4313619612607715 1.5897901680033932 1.1218930141980294 False 0.141 Inputed -20.970422884714978 -21.020114334165104 """""" """""" """"""
-0.12436149750148126 0.2216136818407394 -8.116367418331796 18.4794077982322 5422.289146894927 77.44475789349438 36 22 22 46.01949080033228 138 True False 2020mao 272.6413166666667 14.267727777777779 SNIa 0.057 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 272.6413166666667 14.267727777777779 TNS 2020mao ZTF20abedyov 2020mao SNIa 0.057 0.10896346566417492 1.1044444978006815 0.312197094638087 0.5438050459183756 1.1044444978006815 1.8197136725734175 12.942788717818303 12.942788717818303 33.076702082513975 33.076702082513975 59017.27769679995 59008.334988399874 18.091775741157623 18.16640272648373 18.091775741157623 1.7643297866565915 3.3125348240991466 6.074505069003391 272.64246817 14.26646217 0.0016843607590336651 15.342475879049301 16.87698254570961 15.78704499616623 0.99 """""" """""" """""" """""" 1 False True all False False 0 1.340169839026492 3.8133078822502364 272.6423413 14.26735912 0.00572595235987694 18.68394939968586 17.57673399772644 18.220109501600266 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.942708400078118 6.074505069003391 3.3125348240991466 1.0899375495433787 1.8337935724661762 -1.2894201807741226 -2.3047307449913923 False 0.057 Inputed -18.950839676793034 -18.876212691466925 """""" """""" """"""
-0.1306067704265665 0.42295010264933564 -6.945111162173238 17.922141556874276 5110.876324259734 51.15132651254018 23 11 11 23.034826399758458 55 True True 2020mbt 169.78088333333332 47.293949999999995 SNIc 0.046 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 169.78088333333332 47.293949999999995 TNS 2020mbt ZTF20abeezca 2020mbt SNIc 0.046 0.24794474154409585 2.1367515829130426 0.5968193966430917 1.0192183945145956 2.1367515829130426 3.7291758838865583 13.6436540854973 13.6436540854973 9.391172314261159 9.391172314261159 59023.185011600144 59009.184733800124 17.797064518748194 17.88223058030133 17.797064518748194 0.8460654002236103 1.1815220175637644 0.5428738070519894 169.781105252617 47.2939407439473 0.005339370838760349 20.311973839609028 20.974463916561604 20.50757933823526 0.95625 """""" """""" """""" """""" 0 False True all False False 0 1.1815220175637644 0.5428738070519894 169.781105252617 47.2939407439473 0.005339370838760349 20.311973839609028 20.974463916561604 20.50757933823526 0.95625 False False 0.3 0.7 1.5 0.02 8 3 14.00027780001983 0.5428738070519894 1.1815220175637644 0.46688457832634356 0.45946990321125486 3.092233336260275 2.7105148194870665 False 0.046 Inputed -18.774355224320942 -18.689189162767807 """""" """""" """"""
-0.10884530214342275 0.4337615446584555 -8.638755462300463 18.86821115088364 5487.967891398714 81.50728355190516 55 34 34 36.02885410003364 48 True True 2020mcg 174.81289583333333 54.22945 SNIa 0.09679 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 174.81289583333333 54.22945 TNS 2020mcg ZTF20abeeyrn 2020mcg SNIa 0.09679 0.0930856099456534 1.0163338088019884 0.2833991559536706 0.49898949302541595 1.0163338088019884 1.669137286960055 15.033963320145995 15.033963320145995 20.994890779887648 20.994890779887648 59025.17497690022 59009.17608800018 18.667209868792433 18.67799739990273 18.667209868792433 0.46182675454888195 1.3396717627341979 10.315085218445496 174.813047699377 54.2323139260633 0.0036054969478519494 15.897053464338184 17.03968816262126 16.38338713273525 0.9550000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.3396717627341979 10.315085218445496 174.813047699377 54.2323139260633 0.0036054969478519494 15.897053464338184 17.03968816262126 16.38338713273525 0.9550000000000001 False False 0.3 0.7 1.5 0.02 8 3 15.998888900037855 10.315085218445496 1.3396717627341979 0.6563010298860092 7.69971085857103 -1.6383092372814687 -2.283822736057182 False 0.09679 Inputed -19.5442304302737 -19.533442899163404 """""" """""" """"""
-0.020267538429035115 0.4179881112782383 -18.701571291505033 18.15573039491955 6212.51926974575 139.17497095484055 21 19 19 57.91601849999279 57 True False 2020fsv 202.828275 -27.12755 SNII 0.04331 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 202.828275 -27.12755 TNS 2020fsv ZTF20aaumlmu 2020fsv SNII 0.04331 -0.03918027440093752 0.40155616016698303 0.05894221943646727 0.16480848648653534 0.40155616016698303 0.6748842080197797 24.420632841268166 24.420632841268166 33.49538565872462 33.49538565872462 58941.43961809995 58941.35679400014 17.744597942900317 17.744597942900317 18.047777511689567 0.8269995460392021 3.7641996549899552 3.635363876365968 202.82901945 -27.12831208 0.0019600922399366505 15.732880699884891 16.231360393500328 15.918666715693472 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.7641996549899552 3.635363876365968 202.82901945 -27.12831208 0.0019600922399366505 15.732880699884891 16.231360393500328 15.918666715693472 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.08282409980893135 3.635363876365968 3.7641996549899552 0.3126936778068554 0.9657733939661788 -1.5132375493999888 -2.1291107959960947 False 0.04331 Inputed -18.391398412418354 -18.694577981207605 """""" """""" """"""
-0.16192951732161684 0.2589236440948079 -7.266063045968864 18.865476655886752 5830.420986768724 90.84198908284768 97 73 73 59.92847220040858 44 True True 2021igt 191.25050416666664 21.1417 SNIa 0.075382 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 191.25050416666664 21.1417 TNS 2021igt ZTF21aasafkl 2021igt SNIa 0.075382 -0.027181922638106926 0.7125342130740151 0.1277622629512507 0.3015634510440499 0.7125342130740151 1.2211315007919907 15.142530150600088 15.142530150600088 44.78594204980849 44.78594204980849 59321.36510419985 59307.30101849977 18.312892692274502 18.312892692274502 18.45816404853056 1.4946532292722725 1.8649255449322242 2.425952479068545 191.249991882616 21.1421751984803 0.001476752789788871 17.020025104216337 17.89496372478485 17.402570652290585 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.8649255449322242 2.425952479068545 191.249991882616 21.1421751984803 0.001476752789788871 17.020025104216337 17.89496372478485 17.402570652290585 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.064085700083524 2.425952479068545 1.8649255449322242 0.49239307249426645 1.3008307412919853 -0.4179289674896509 -1.0555933962399742 False 0.075382 Inputed -19.200452922724683 -19.34572427898074 """""" """""" """"""
-0.17287320107693635 0.19044494042937277 -8.026172019339713 17.79261446092505 6032.1773299848965 81.37580451783647 58 42 42 61.95228009996936 35 True True 2021ghc 149.1374583333333 0.7522888888888889 SNIa 0.046217 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 149.1374583333333 0.7522888888888889 TNS 2021ghc ZTF21aapowty 2021ghc SNIa 0.046217 -0.04740916335327938 0.7882388119268455 0.1239387440712143 0.3187424641998611 0.7882388119268455 1.3830143791214553 16.70225348179787 16.70225348179787 45.25002661817149 45.25002661817149 59306.37038190011 59291.235069400165 17.17213176490864 17.17213176490864 17.363918254726322 4.481882688541063 2.8762117800497085 9.341233931423895 149.1396269715955 0.7508638492728245 0.006203135088426293 16.536663319616316 17.006850117663145 16.71560288794994 0.9949999999999999 """""" """""" """""" """""" 2 False True all False False 0 0.7 2.3235779245490322 149.136927169473 0.752655637069673 0.12133121745013942 24.207628337922095 25.078387393872738 22.434949986186027 0.05 False False 0.3 0.7 1.5 0.02 8 3 15.13531249994412 9.341233931423895 2.8762117800497085 0.2912472297132034 3.2477559532359797 -0.16528164724549654 -0.6483153667763801 False 0.046217 Inputed -19.217833261446927 -19.409619751264607 """""" """""" """"""
-0.08840014844752211 0.35329228846407046 -7.925493619010602 18.403365499457948 3231.243969678149 77.56578622494986 39 26 26 36.97435190016404 70 True True 2020mbc 210.5149583333333 26.630341666666666 SNIc 0.0423 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 210.5149583333333 26.630341666666666 TNS 2020mbc ZTF20abefbpl 2020mbc SNIc 0.0423 1.1008448795130406 2.7169082431437204 1.4360441380575644 1.8138853902738674 2.7169082431437204 3.853040505766291 21.88874295073571 21.88874295073571 15.085608949428329 15.085608949428329 59027.25778939994 59009.213437499944 18.058667151528805 19.065861755403798 18.058667151528805 4.086284210826068 5.335965353052725 0.18616637059552918 210.5150064569195 26.6303703656541 0.0009929837954019138 14.194301504989863 15.200077334877253 14.559608800866604 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 5.335965353052725 0.18616637059552918 210.5150064569195 26.6303703656541 0.0009929837954019138 14.194301504989863 15.200077334877253 14.559608800866604 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 18.0443518999964 0.18616637059552918 5.335965353052725 0.6404685340106493 0.03488897664768808 -3.865784420526545 -3.4990583506622013 False 0.0423 Inputed -18.328743288072836 -17.321548684197843 """""" """""" """"""
-0.13480174264582903 0.4167563619214677 -6.078170295402446 18.76611146421726 5955.479877884249 175.3601322213691 32 11 11 26.04863419989124 43 True True 2020clp 65.26195416666665 -4.913755555555556 SNIa 0.084 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 65.26195416666665 -4.913755555555556 TNS 2020clp ZTF20aamenwg 2020clp SNIa 0.084 -0.1123592938757092 0.2065857845574115 -0.03974929805117 0.03747008972472088 0.2065857845574115 0.39675925588784366 12.436888493508382 12.436888493508382 13.611745706382857 13.611745706382857 58899.149189800024 58887.12702549994 18.449162732539808 18.449162732539808 18.60849355796269 0.5808918819812773 0.7781909378503895 0.32992236936686525 65.26204570351645 -4.91376457256831 0.002028411450400225 20.145014433737995 20.761475394394395 20.434901813200714 0.5499999999999999 """""" """""" """""" """""" 0 False True all False False 0 0.7781909378503895 0.32992236936686525 65.26204570351645 -4.91376457256831 0.002028411450400225 20.145014433737995 20.761475394394395 20.434901813200714 0.5499999999999999 False False 0.3 0.7 1.5 0.02 8 3 12.022164300084114 0.32992236936686525 0.7781909378503895 0.3265735811936814 0.42396069308930223 2.3123126618545875 1.8264082552380252 False 0.084 Inputed -19.289276472118793 -19.448607297541674 """""" """""" """"""
-0.14208818316048227 0.37893322034439225 -6.534827537931335 18.977895058603444 5439.548468736553 194.22738124291243 29 13 13 30.948888899758458 70 True False 2019kiy 264.81984583333 16.153043194444 SNIa 0.085 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 264.81984583333 16.153043194444 TNS 2019kiy ZTF19abcnpkt 2019kiy SNIa 0.085 0.0037824939495720855 0.31637782894921074 0.07574970772542855 0.15172899901303794 0.31637782894921074 0.4990998941000022 9.389203210265526 9.389203210265526 21.55968568949293 21.55968568949293 58675.33047450008 58666.235972200055 18.701453664165204 18.701453664165204 18.755288740054755 0.7270897364028395 1.3317415195259013 3.064338516798817 264.82057466 16.15255897 0.0014250645814535279 17.214100294876097 18.255419127321243 17.519195546460153 0.29 """""" """""" """""" """""" 1 False True all False False 0 1.1959388783906992 2.1518908419301592 264.82044922 16.1531895 0.003604554943364091 19.04910019226074 19.97030217318535 19.339629537701608 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.094502300024033 3.064338516798817 1.3317415195259013 0.7362235808610897 2.3010009614250957 -0.44603453684396044 -1.236093193594602 False 0.085 Inputed -19.16864887590819 -19.22248395179774 """""" """""" """"""
-0.09200569012607272 0.3080215887028913 -5.4617557325900385 18.52137268199834 5685.7253952319525 102.45902708464854 88 62 62 74.81809030007571 48 True True 2021me 195.67229166666664 3.8039388888888888 SNIa 0.095 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 195.67229166666664 3.8039388888888888 TNS 2021me ZTF21aaahyjj 2021me SNIa 0.095 -0.0292345343349254 0.6083252880257923 0.10699949078966142 0.25789609988135 0.6083252880257923 1.0323913765206214 21.266194518432883 21.266194518432883 53.55189578164283 53.55189578164283 59229.46831020014 59215.53940969985 18.23691955275073 18.23691955275073 18.277582839027158 0.6239091324268641 0.7 7.160073566469398 195.67288767 3.80583681 0.39898692937722036 23.40692913748622 22.426509480392934 23.496483279263973 0.8 """""" """""" """""" """""" 0 False True all False False 0 0.7 7.160073566469398 195.67288767 3.80583681 0.39898692937722036 23.40692913748622 22.426509480392934 23.496483279263973 0.8 False False 0.3 0.7 1.5 0.02 8 3 13.928900500293821 0.0 0.0 0.0 0.0 5.40308044724927 4.992417160972842 True 0.095 Inputed -19.892506894118103 -19.93317018039453 """""" """""" """"""
-0.049349792167406266 0.39334960645129036 -15.721384183980803 18.159660860736167 6362.876191078002 144.12708483112527 35 22 22 74.80598379997537 60 True False 2018jee 110.81103125 56.525100916666 SNIIb 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 110.81103125 56.525100916666 TNS 2018jee ZTF18acrcyqw 2018jee SNIIb 0.04 -0.10213166364654924 0.30001716375309684 -0.012386482702194002 0.084294303295394 0.30001716375309684 0.5483322008968408 6.216633468824195 6.216633468824195 68.58935033115117 68.58935033115117 58450.44642359996 58447.41540510021 17.67466126132879 17.67466126132879 17.747149608794995 8.614197711161271 2.601674659164083 2.5085612491892317 110.81093058 56.52440631 0.0033638378322895512 17.417635455226897 18.23824432396889 17.75495943648815 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.601674659164083 2.5085612491892317 110.81093058 56.52440631 0.0033638378322895512 17.417635455226897 18.23824432396889 17.75495943648815 1.0 False False 0.3 0.7 1.5 0.02 8 3 3.031018499750644 2.5085612491892317 2.601674659164083 0.48328488748073894 0.9642102022069244 0.5635830626400988 0.007809827693154858 False 0.04 Inputed -18.517655278686423 -18.590143626152628 """""" """""" """"""
-0.16866015623015418 0.22645384794781326 -8.049756127184802 18.368276214734635 5650.193105445066 92.60207493575032 43 31 31 44.019641200080514 66 True False 2020vax 109.49186249999998 43.571736111111115 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 109.49186249999998 43.571736111111115 TNS 2020vax ZTF20achdwmq 2020vax SNIa 0.06 0.024744827247893397 0.7756519489197089 0.18283431861446786 0.359582459092735 0.7756519489197089 1.2879282829343026 12.751351469906705 12.751351469906705 31.26828973017381 31.26828973017381 59139.42530089989 59127.43015050003 17.851343113630257 17.851343113630257 17.95028220401534 1.2061738068982146 1.5911540443677763 1.0620637154378678 109.49225925 43.57166972 0.002139136303010547 18.25131867604256 18.84158422727585 18.40559626531601 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.5911540443677763 1.0620637154378678 109.49225925 43.57166972 0.002139136303010547 18.25131867604256 18.84158422727585 18.40559626531601 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.995150399859995 1.0620637154378678 1.5911540443677763 0.4359879619598388 0.6674801344327819 0.9902411136455918 0.455314061300669 False 0.06 Inputed -19.20521877718246 -19.304157867567543 """""" """""" """"""
-0.1193109236040753 0.4268347055567947 -5.685744908324524 18.83452440105177 5756.804685841319 96.32884569320476 38 20 20 47.75319440010935 42 True False 2019pkf 29.145042083333 39.140894833333 SNIa 0.11 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 29.145042083333 39.140894833333 TNS 2019pkf ZTF19abvgnxg 2019pkf SNIa 0.11 -0.03808452975789223 0.6444523762784087 0.10627220167517848 0.2672115902852923 0.6444523762784087 1.1062257765524777 13.52135366195334 13.52135366195334 34.23184073815601 34.23184073815601 58739.51353010023 58727.44206020003 18.4970973374366 18.4970973374366 18.614718538821148 1.178587544795318 0.9739398690883712 0.1966256331336582 29.1450349 39.1408405 0.00044961889842098923 17.615135767376422 18.337742826223373 17.889709167289734 0.7899999999999999 """""" """""" """""" """""" 0 False True all False False 0 0.9739398690883712 0.1966256331336582 29.1450349 39.1408405 0.00044961889842098923 17.615135767376422 18.337742826223373 17.889709167289734 0.7899999999999999 False False 0.3 0.7 1.5 0.02 8 3 12.07146990019828 0.1966256331336582 0.9739398690883712 0.4480336589336389 0.20188683036223176 -0.15935451121322686 -0.7250093715314136 False 0.11 Inputed -19.88044124360854 -19.99806244499309 """""" """""" """"""
-0.191079487293897 0.2643517152439077 -7.194750295767344 18.860110790478448 4875.343227856573 143.12137801321109 23 17 17 46.89001159975305 66 True True 2020txx 331.2631916666666 -9.024347222222223 SNIc 0.063928 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 331.2631916666666 -9.024347222222223 TNS 2020txx ZTF20accoccp 2020txx SNIc 0.063928 0.18725570907367484 0.6884726601831588 0.299713934029203 0.4204277308647839 0.6884726601831588 0.9954136644497673 12.681105370677237 12.681105370677237 34.208906229075815 34.208906229075815 59124.16696760012 59111.25405090023 18.420575628781563 18.420575628781563 18.561812272628718 2.79907557354631 2.8141298124300604 13.052823891430847 331.2668534617155 -9.024087494345164 0.002096918097001188 14.424698623244762 15.668200947732926 14.860196128349305 0.95 """""" """""" """""" """""" 0 False True all False False 0 2.8141298124300604 13.052823891430847 331.2668534617155 -9.024087494345164 0.002096918097001188 14.424698623244762 15.668200947732926 14.860196128349305 0.95 False False 0.3 0.7 1.5 0.02 8 3 12.912916699890047 13.052823891430847 2.8141298124300604 0.8080048193836209 4.638316197702145 -2.7523746810486376 -3.701616144279413 False 0.063928 Inputed -18.73333973428476 -18.874576378131913 """""" """""" """"""
-0.1444024019826615 0.33921035568564817 -28.252238661966793 16.848775767890736 5963.966479413267 295.7136346569823 11 11 11 68.93508099997416 31 True False 2020onu 17.86575 -17.3683 SNIa 0.044 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 17.86575 -17.3683 TNS 2020onu ZTF20abmspyz 2020onu SNIa 0.044 -0.03655611062436037 0.15498860570228246 0.00878397104620987 0.055791686572323584 0.15498860570228246 0.2614008884919059 -20.724353882123534 -20.724353882123534 89.6594348820977 89.6594348820977 59048.46071759984 59048.41979169985 17.157891798060835 17.157891798060835 17.292961047482752 13.667190002632493 3.0380608950028 10.946868758398658 17.86729887 -17.36564271 0.00140541731641608 14.231739470672608 15.342209841239452 15.138870755392313 0.9400000000000001 """""" """""" """""" """""" 1 False True all False False 0 2.1943681880640242 6.935202238389097 17.8637946 -17.36782218 0.010266593509196453 17.966229268795253 21.940774528872968 22.09809127225876 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.04092589998617768 10.946868758398658 3.0380608950028 0.2033390858471389 3.6032420470586284 -1.8156819568213827 -2.154090292090439 False 0.044 Inputed -19.18089620398361 -19.31596545340553 """""" """""" """"""
-0.11479657162167495 0.12840522481080802 -10.221951491530035 18.36364171531559 5026.087769061171 100.92078900293927 38 21 21 53.79665510030463 38 True True 2018jgz 143.74407333333 32.092207611111 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 143.74407333333 32.092207611111 TNS 2018jgz ZTF18acrncou 2018jgz SNIa 0.08 0.21952425036127465 0.9900022138296869 0.3848493698804063 0.5674291439365113 0.9900022138296869 1.500019303070598 19.695538442740016 19.695538442740016 34.10111665756462 34.10111665756462 58467.518368099816 58455.48089119978 17.677827430629698 17.932789181257675 17.677827430629698 3.2512515999466274 1.8642910982488705 5.4223163333146385 143.7450772181595 32.09345072004205 0.01514775264381829 19.062763027109504 19.58977351772189 19.204258769732117 0.9388888888888888 """""" """""" """""" """""" 0 False True all False False 0 1.8642910982488705 5.4223163333146385 143.7450772181595 32.09345072004205 0.01514775264381829 19.062763027109504 19.58977351772189 19.204258769732117 0.9388888888888888 False False 0.3 0.7 1.5 0.02 8 3 12.037476900033653 5.4223163333146385 1.8642910982488705 0.3855147479897738 2.9085137714854845 1.656984336464216 1.5264313391024196 False 0.08 Inputed -20.11210659144168 -19.857144840813703 """""" """""" """"""
-0.12115235768084846 0.3357499931300078 -9.533844762864511 18.907140373551663 5809.533613957031 150.05900351283267 30 27 27 53.97802090039477 103 True False 2021kjf 304.5259708333333 -2.180411111111111 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 304.5259708333333 -2.180411111111111 TNS 2021kjf ZTF21aaxbgul 2021kjf SNIa 0.1 -0.044128605057402126 0.35850949390761144 0.046256055119709316 0.1432554766746783 0.35850949390761144 0.604633763905916 12.458486847652416 12.458486847652416 41.51953405274235 41.51953405274235 59335.43962959992 59322.455694399774 18.38786670023855 18.38786670023855 18.67483386125152 0.9261158972344917 0.8278718348845734 1.0617297587533827 304.52567619 -2.18042819 0.007863719194365015 21.373786323571206 21.59648143863678 21.59016218509674 0.3375 """""" """""" """""" """""" 0 False True all False False 0 0.8278718348845734 1.0617297587533827 304.52567619 -2.18042819 0.007863719194365015 21.373786323571206 21.59648143863678 21.59016218509674 0.3375 False False 0.3 0.7 1.5 0.02 8 3 12.983935200143605 1.0617297587533827 0.8278718348845734 0.006319253540038261 1.282480830986858 3.2086147383982286 2.9153283238452197 False 0.1 Inputed -19.608908237219406 -19.895875398232377 """""" """""" """"""
-0.13283126834314704 0.11047481129183853 -11.996437654874901 18.955417815225424 5195.5356173139635 82.70145674053572 44 29 29 55.98839119961485 34 True False 2021ipj 164.9488333333333 -7.007719444444445 SNIa 0.11 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 164.9488333333333 -7.007719444444445 TNS 2021ipj ZTF21aatnxwt 2021ipj SNIa 0.11 0.23644474101848445 1.2302076256859351 0.44266238377025147 0.675233114845021 1.2302076256859351 1.9263639007156925 24.628397273533217 24.628397273533217 31.359993926081636 31.359993926081636 59329.23149310006 59309.191365700215 18.454029097872667 18.60661273671117 18.454029097872667 0.637638907989827 1.9887213097830774 3.8195929543626894 164.94875555 -7.00877763 0.0043705302063086204 17.885023233938217 18.62634907010794 18.10754294320345 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.9887213097830774 3.8195929543626894 164.94875555 -7.00877763 0.0043705302063086204 17.885023233938217 18.62634907010794 18.10754294320345 1.0 False False 0.3 0.7 1.5 0.02 8 3 20.040127399843186 3.8195929543626894 1.9887213097830774 0.5188061269044901 1.9206275588102975 0.019736333396767947 -0.3464861546692184 False 0.11 Inputed -20.04113068455702 -19.888547045718518 """""" """""" """"""
-0.133671428092378 0.2222126370464407 -30.489514204289613 17.068482854758074 4525.423751063079 497.9450690475851 66 41 41 74.96219909982756 46 True True 2021kku 344.8309583333333 14.489930555555555 SNIa 0.032811 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 344.8309583333333 14.489930555555555 TNS 2021kku ZTF21aaxwcgj 2021kku SNIa 0.032811 0.3258814913876549 0.46759776485827587 0.3602485013022019 0.3953162513486461 0.46759776485827587 0.5428156521830729 -19.22931887975318 -19.22931887975318 94.19151797958074 94.19151797958074 59334.49175930023 59334.48393520014 16.968405910330045 19.155962981275813 16.968405910330045 2.088883240666804 4.5968012024410525 0.5679038659793008 344.831005515863 14.49008154754955 0.0039197406420367065 16.39110365820527 16.990401338818074 16.679809348566533 0.9549999999999998 """""" """""" """""" """""" 0 False True all False False 0 4.5968012024410525 0.5679038659793008 344.831005515863 14.49008154754955 0.0039197406420367065 16.39110365820527 16.990401338818074 16.679809348566533 0.9549999999999998 False False 0.3 0.7 1.5 0.02 8 3 0.007824100088328123 0.5679038659793008 4.5968012024410525 0.3105919902515417 0.1235432730216232 -2.165561642457739 -0.2885965617635122 False 0.032811 Inputed -18.862389589489432 -16.674832518543663 """""" """""" """"""
-0.17285933128580241 0.1431277907396112 -8.624875273894567 18.414216709088894 5465.417688861696 81.6599542006775 42 22 22 35.96564820036292 64 True True 2020abln 22.912016666666663 18.24501111111111 SNIa 0.054 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 22.912016666666663 18.24501111111111 TNS 2020abln ZTF20acumcrz 2020abln SNIa 0.054 0.09854973976799286 1.0230432756343504 0.28922098939142415 0.5051425611644405 1.0230432756343504 1.676205251576178 13.611433534191459 13.611433534191459 22.354214666171462 22.354214666171462 59195.18171299994 59184.19164349977 17.895647189396186 17.895647189396186 17.944368332535696 3.3720763937405045 3.537375843068639 0.40241363868374047 22.91192639452565 18.244939383674748 0.00044469116333201164 14.214877581686974 15.283688694565296 14.581215295894147 0.9550000000000001 """""" """""" """""" """""" 0 False True all False False 0 3.537375843068639 0.40241363868374047 22.91192639452565 18.244939383674748 0.00044469116333201164 14.214877581686974 15.283688694565296 14.581215295894147 0.9550000000000001 False False 0.3 0.7 1.5 0.02 8 3 10.990069500170648 0.40241363868374047 3.537375843068639 0.7024733986711489 0.11376049832879805 -2.6119584948308905 -3.363153036641549 False 0.054 Inputed -18.979326692071083 -19.028047835210593 """""" """""" """"""
-0.06802469789167033 0.26763449702138636 -16.43239509228681 19.196995695573264 6078.475037026231 343.33476236638404 125 62 62 74.88803240004927 50 True True 2020tyk 24.493274999999997 20.000844444444443 SNIIn 0.087 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 24.493274999999997 20.000844444444443 TNS 2020tyk ZTF20acbekkx 2020tyk SNIIn 0.087 -0.12126106018097715 0.030803293070626125 -0.08502634150693211 -0.04762238969133392 0.030803293070626125 0.11423985704123041 31.934031605173097 31.934031605173097 42.95400079487617 42.95400079487617 59138.36322919978 59109.37407410005 18.675490682808267 18.675490682808267 18.812231284848128 0.49649218583751054 0.9402265834524052 1.630151985704969 24.4934566165034 20.001263872918052 0.01623516937903491 21.714090820373297 21.62179762677431 22.01185464351535 0.89 """""" """""" """""" """""" 0 False True all False False 0 0.9402265834524052 1.630151985704969 24.4934566165034 20.001263872918052 0.01623516937903491 21.714090820373297 21.62179762677431 22.01185464351535 0.89 False False 0.3 0.7 1.5 0.02 8 3 28.989155099727213 1.630151985704969 0.9402265834524052 -0.3900570167410393 1.7337863174632187 2.946306943966043 3.199623358667221 False 0.087 Inputed -19.1631431684526 -19.29988377049246 """""" """""" """"""
-0.029480968204030934 0.2922491102855126 -23.648572637683827 20.119754622294998 5658.072377795986 225.74102463576133 30 10 10 36.982592599932104 46 True True 2020abou 359.98780416666665 4.901872222222223 SNII 0.031 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 359.98780416666665 4.901872222222223 TNS 2020abou ZTF20acuxihb 2020abou SNII 0.031 0.04766518357852334 0.3214004059152735 0.11145347857587495 0.17826848609430002 0.3214004059152735 0.47794029941842453 42.06752848552996 42.06752848552996 -5.084935885597858 -5.084935885597858 59211.11408559978 59187.12486110022 19.804149083368834 19.804149083368834 19.89529983680237 0.9456622295721893 3.751025842107336 10.88724445658321 359.99075338222997 4.90115694495901 0.011424078709357466 16.852485252425673 17.34125983784914 16.977095775803328 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.9124811973458503 6.342107897813315 359.98623924378 4.90269226851414 0.11565763623535008 21.8004673677814 21.520330833027366 21.740451620411875 0.6833333333333332 False False 0.3 0.7 1.5 0.02 8 3 23.989224499557167 10.88724445658321 3.751025842107336 0.36416406204581264 2.90247119451108 -2.462889245519694 -2.9182040609990416 False 0.031 Inputed -15.811237113453247 -15.902387866886782 """""" """""" """"""
-0.15762980663206624 0.280896511891118 -8.262636088165655 17.74235467312355 5947.538471516969 116.5120505086838 75 47 47 64.92778939986601 48 True True 2019igg 229.81083791666 7.8664616111111 SNIa 0.047 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 229.81083791666 7.8664616111111 TNS 2019igg ZTF19abaosan 2019igg SNIa 0.047 -0.06500388165575544 0.4664996871255056 0.050609158402647125 0.17722197067011436 0.4664996871255056 0.8094756395096461 15.786361170819454 15.786361170819454 49.14142822904656 49.14142822904656 58674.204942100216 58658.211331000086 17.247532384277292 17.247532384277292 17.38674368942498 2.6883264217714107 4.071293571732499 3.658248947513915 229.81112381071551 7.865485692163945 0.0013460196176146022 15.065302071127892 15.770950926828384 15.301059899048806 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 4.071293571732499 3.658248947513915 229.81112381071551 7.865485692163945 0.0013460196176146022 15.065302071127892 15.770950926828384 15.301059899048806 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 15.993611100129783 3.658248947513915 4.071293571732499 0.46989102777957825 0.898547079216688 -1.4765814574489085 -2.085683790376173 False 0.047 Inputed -19.231892613169737 -19.371103918317424 """""" """""" """"""
-0.09599682656838572 0.47954037372597014 -7.744919610416645 16.503277193793785 5787.549232916432 128.34046235545713 18 14 14 39.85980320023373 100 True False 2019gkk 256.20670583333 -8.348728555555 SNIa 0.02835 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 256.20670583333 -8.348728555555 TNS 2019gkk ZTF19aawbsek 2019gkk SNIa 0.02835 -0.043338006563597986 0.43928696940591294 0.06305573777203577 0.17857664286579578 0.43928696940591294 0.7437306121443861 2.874146710103452 2.874146710103452 36.985656490130275 36.985656490130275 58637.31373840012 58634.35041669989 16.37435108348272 16.437774756920735 16.37435108348272 1.044908076293312 5.176572464405428 6.626734227512194 256.20856615 -8.3487045 0.0017056902470193869 14.535098820877074 15.233317370986938 14.678793846130372 1.0 """""" """""" """""" """""" 1 False True all False False 0 1.016060024027524 4.337846242243422 256.20632017 -8.3498715 0.004611367802402455 18.32635702819824 18.507290870285033 17.905040268325806 1.0 False False 0.3 0.7 1.5 0.02 8 3 2.9633217002265155 6.626734227512194 5.176572464405428 0.5545235248565668 1.2801393727371164 -1.2044573859337966 -1.6955572373523466 False 0.02835 Inputed -19.136715964993215 -19.073292291555198 """""" """""" """"""
-0.06220843497371659 0.2006533342128327 -1.3276249899696588 19.239853077380015 5261.508620344449 234.9137731230914 28 15 15 14.87631949968636 40 True True 2020onb 215.7525 49.177969 SLSN-I 0.153 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 215.7525 49.177969 TNS 2020onb ZTF20abjwjrx 2020onb SLSN-I 0.153 0.010989099958180759 0.2659782018414987 0.07054226255888807 0.13283032127843342 0.2659782018414987 0.411194662678497 39.36796750745678 39.36796750745678 -24.49164800777042 -24.49164800777042 59049.19591439981 59034.319594900124 19.148772116173276 19.148772116173276 19.193762547624143 0.5045897319422361 0.7 1.0304762187077234 215.75274981 49.17820409 0.029266912018611424 23.442767828321458 24.080563139081 24.0711141977787 0.75 """""" """""" """""" """""" 0 False True all False False 0 0.7 1.0304762187077234 215.75274981 49.17820409 0.029266912018611424 23.442767828321458 24.080563139081 24.0711141977787 0.75 False False 0.3 0.7 1.5 0.02 8 3 14.87631949968636 1.0304762187077234 0.7 0.009448941302299119 1.4721088838681764 4.931791022907724 4.877351650154559 False 0.153 Inputed -20.03577773000245 -20.080768161453317 """""" """""" """"""
-0.033182493697673635 0.36745040432116266 -27.99269304729072 19.060127886488644 5309.358939595164 158.91822840406107 34 23 23 47.89833329990506 34 True False 2020vcp 34.6701875 -22.511997222222224 SNII 0.032159 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 34.6701875 -22.511997222222224 TNS 2020vcp ZTF20achmmex 2020vcp SNII 0.032159 0.25161351223305317 0.7149314963696263 0.35679056069503545 0.468838150864201 0.7149314963696263 0.992886785479449 6.225351183976606 6.225351183976606 41.672982115928455 41.672982115928455 59134.41981479991 59130.37331019994 18.83745510899946 18.981106008487117 18.83745510899946 0.7896751521958427 4.3411717633404 10.633132524355133 34.67150364 -22.51468902 0.0037088117893451233 15.267978358638286 15.900247823619843 15.439091305446624 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.3411717633404 10.633132524355133 34.67150364 -22.51468902 0.0037088117893451233 15.267978358638286 15.900247823619843 15.439091305446624 1.0 False False 0.3 0.7 1.5 0.02 8 3 4.046504599973559 10.633132524355133 4.3411717633404 0.4611565181732189 2.449369226564134 -3.0808581848672745 -3.3983638035528365 False 0.032159 Inputed -16.949407126404072 -16.805756226916415 """""" """""" """"""
-0.12440658602973348 0.3682694442272007 -2.5179183630298057 19.192113838454986 5021.545670532618 103.62565358708491 36 23 23 32.056469900067896 46 True True 2020xmc 139.33890416666665 33.88877222222222 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 139.33890416666665 33.88877222222222 TNS 2020xmc ZTF20aclgnds 2020xmc SNIa 0.08 0.10349634312936118 0.7957620039615065 0.2522407859795699 0.41639214102391264 0.7957620039615065 1.252488471216509 14.489166340566895 14.489166340566895 17.567303559501 17.567303559501 59150.43284719996 59141.45540509978 18.928170548428003 18.928170548428003 18.954482663403677 0.9084662832282151 2.1458738939828788 2.453947978185739 139.338314892882 33.88829749891115 0.00302878298737308 17.6890550925833 18.457292655972243 17.98877996530652 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.1458738939828788 2.453947978185739 139.338314892882 33.88829749891115 0.00302878298737308 17.6890550925833 18.457292655972243 17.98877996530652 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.97744210017845 2.453947978185739 2.1458738939828788 0.46851269066572243 1.1435657915717754 -0.4708778924557606 -0.9657026980971573 False 0.08 Inputed -18.8354513586677 -18.861763473643375 """""" """""" """"""
-0.1863112756783758 0.18574203990043792 -11.424947282366173 19.07428089509725 5603.4827071616855 120.94489203661128 123 78 78 58.91791669977829 66 True True 2021kdz 265.47135416666663 63.58725833333334 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 265.47135416666663 63.58725833333334 TNS 2021kdz ZTF21aavuprl 2021kdz SNIa 0.09 0.046820491012177 0.6005557625104387 0.16824730383517306 0.30053090124774684 0.6005557625104387 0.9532282594618344 13.584211901608297 13.584211901608297 45.33370479816999 45.33370479816999 59336.422546300106 59320.44878470013 18.55987452563856 18.55987452563856 18.609169713105533 0.8227782285413957 1.2151802170563901 4.33041910693717 265.47398873452903 63.58698725546145 0.0011871587770387881 16.443538856439588 17.693592699334623 16.868284562813045 0.9650000000000001 """""" """""" """""" """""" 1 False True all False False 0 0.7 3.371148150590073 265.4694451398815 63.5868636823747 0.03450789573316082 21.710442650022507 25.098137761740684 22.9536229631567 0.21666666666666667 False False 0.3 0.7 1.5 0.02 8 3 15.97376159997657 4.33041910693717 1.2151802170563901 0.8253081365215778 3.563602374491436 -0.8662818263039362 -1.7408851502924882 False 0.09 Inputed -19.441214932073702 -19.490510119540676 """""" """""" """"""
-0.08618338651993986 0.3902172467276418 -10.124117016544869 18.658659163470055 4305.38343489667 137.99410411177573 29 15 15 43.970358800143 63 True True 2020fkg 173.89951666666664 43.019083333333334 SNIa 0.07182 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 173.89951666666664 43.019083333333334 TNS 2020fkg ZTF20aatppnn 2020fkg SNIa 0.07182 0.43421695514737024 1.0381598090912156 0.5696484678627876 0.7150517904144813 1.0381598090912156 1.4087622623088514 8.866182585858768 8.866182585858768 35.10417621428424 35.10417621428424 58944.34658560017 58936.27546299994 18.461046035789796 18.67374641867899 18.461046035789796 2.4711909110091783 3.094455075435385 14.38233709426109 173.89698548327698 43.02262398210955 0.007475409388436938 15.846677852341532 16.707710573102236 16.148345245448354 0.9949999999999999 """""" """""" """""" """""" 4 False True all False False 0 0.9761815835376603 3.014961888033783 173.90063143 43.0188907 0.06690261384486074 22.64643962213993 24.58282856131792 22.413007267415523 0.45 False False 0.3 0.7 1.5 0.02 8 3 8.07112260023132 14.38233709426109 3.094455075435385 0.5593653276538824 4.6477769893742975 -1.966035845576755 -2.3127007903414416 False 0.07182 Inputed -19.09074089938999 -18.878040516500793 """""" """""" """"""
-0.1288424937989318 0.3111938963397442 -12.212671710544955 18.54261753562784 5761.350005092845 83.49513100019142 45 17 17 34.012893500272185 36 True True 2021eir 160.47699999999998 58.250080555555556 SNIa 0.07023 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 160.47699999999998 58.250080555555556 TNS 2021eir ZTF21aantxma 2021eir SNIa 0.07023 0.08101797663503518 0.9694178258575441 0.26492464400275395 0.4727111760163112 0.9694178258575441 1.593113466253783 9.854174411884847 9.854174411884847 24.158719088387336 24.158719088387336 59291.27597220009 59278.26932869991 18.307538603742604 18.307538603742604 18.322776314967985 1.345501033930676 2.1051186551563297 1.9187107645183814 160.4769509272045 58.2495482062777 0.0004657255377966685 15.397709116515964 16.534987021758855 15.791990782399179 0.9650000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.1051186551563297 1.9187107645183814 160.4769509272045 58.2495482062777 0.0004657255377966685 15.397709116515964 16.534987021758855 15.791990782399179 0.9650000000000001 False False 0.3 0.7 1.5 0.02 8 3 13.006643500179052 1.9187107645183814 2.1051186551563297 0.7429962393596767 0.9114501739931115 -1.7725515819837483 -2.5307855325688067 False 0.07023 Inputed -19.179624739656504 -19.194862450881885 """""" """""" """"""
-0.13596890022653343 0.4348525800903199 -6.503564792874997 18.35342829735841 6295.147296881612 120.57536635318289 32 15 15 29.948437500279397 159 True False 2020tvd 286.045825 29.446472222222223 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 286.045825 29.446472222222223 TNS 2020tvd ZTF20abzgfhl 2020tvd SNIa 0.08 -0.1561432305327486 0.31639136511736865 -0.053173807203016565 0.059467189667984144 0.31639136511736865 0.6202546071363599 6.6429981792594575 6.6429981792594575 23.30543932101994 23.30543932101994 59114.19469910022 59107.17268519988 17.927061750146436 17.927061750146436 18.19328483112178 1.1315173990905585 1.4345837757919926 2.5288075183814547 286.0453881 29.44588173 0.0010612319567165907 16.98322927017212 17.4681757979393 17.433129082870483 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.4345837757919926 2.5288075183814547 286.0453881 29.44588173 0.0010612319567165907 16.98322927017212 17.4681757979393 17.433129082870483 0.99 False False 0.3 0.7 1.5 0.02 8 3 7.022013900335878 2.5288075183814547 1.4345837757919926 0.03504671506881607 1.76274649208644 -0.4588859522071367 -0.7601557482512966 False 0.08 Inputed -19.5966491909496 -19.862872271924942 """""" """""" """"""
-0.19548073540478764 0.1866703426501973 -9.290032242319882 18.602587160065134 5664.837385788763 165.16451821360735 67 67 67 70.00594899989665 50 True True 2020myi 0.6500166666666665 23.151719444444442 SNIa 0.073 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 0.6500166666666665 23.151719444444442 TNS 2020myi ZTF20abgbxfm 2020myi SNIa 0.073 -0.020434219267912113 0.3474177482844709 0.06299761755256128 0.15193978531035413 0.3474177482844709 0.568247297833004 8.275967303702464 8.275967303702464 61.72998169619418 61.72998169619418 59027.36972220009 59018.38979170006 17.945643857255483 17.945643857255483 18.15569453658036 2.8956661214190116 2.7317344796464695 14.991444458355776 0.6457929435084051 23.15021644857205 0.009178845132633229 16.068249503836633 17.435419327893257 16.310059187397954 0.9099999999999999 """""" """""" """""" """""" 2 False True all False False 0 0.6601299521520558 5.817490860218314 0.65003845 23.15333529 0.21507155116202537 22.958801102018356 22.500672757816314 23.37712970480919 0.35 False False 0.3 0.7 1.5 0.02 8 3 8.979930500034243 14.991444458355776 2.7317344796464695 1.125360140495303 5.487884920754052 -0.5102245293622261 -1.8456353491824053 False 0.073 Inputed -19.43205078991506 -19.642101469239936 """""" """""" """"""
-0.14683877024948355 0.1951227197491618 -13.607278469276835 18.607916092443702 4263.36109144419 325.45555990025787 106 77 77 73.9317939998582 28 True True 2021bmk 172.80430416666664 62.321780555555556 SNII 0.032438 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 172.80430416666664 62.321780555555556 TNS 2021bmk ZTF21aagqbvp 2021bmk SNII 0.032438 0.3954354426862636 0.6259898546720777 0.45047371765495825 0.5072179386833966 0.6259898546720777 0.7520950727529438 10.49416640479639 10.49416640479639 63.43762759506181 63.43762759506181 59262.3651389 59249.39240740007 17.984251199507185 18.231158088574052 17.984251199507185 4.944392855314719 3.7241305452880233 6.323610113482599 172.801428344667 62.3206399528454 0.0017181218116592012 15.148983421871662 15.883556552171708 15.440349199601412 1.0 """""" """""" """""" """""" 2 False True all False False 0 0.8825414907408031 0.4007882681299197 172.804271582579 62.321670259129 0.002324496378301344 19.985000635591746 18.10215542015791 18.057725528023244 0.9166666666666666 False False 0.3 0.7 1.5 0.02 8 3 12.972731499932706 6.323610113482599 3.7241305452880233 0.44320735257029575 1.698009786870544 -2.347601536402344 -2.5439019999057724 False 0.032438 Inputed -17.821517948063775 -17.574611058996908 """""" """""" """"""
-0.02507057914801042 0.5414882049876137 -28.062809453352735 18.599090686867257 5498.909733696254 146.5998877898732 60 54 54 64.00467590009794 47 True True 2020zys 200.20742916666663 31.617855555555558 SNII 0.045038 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 200.20742916666663 31.617855555555558 TNS 2020zys ZTF20acqvwzb 2020zys SNII 0.045038 0.219888502070404 0.7177388353712999 0.3319367752103375 0.4519696269173181 0.7177388353712999 1.0209963918648555 -1.5925716770820806 -1.5925716770820806 65.59724757718001 65.59724757718001 59171.49012729991 59169.48817129992 18.49727227814275 18.51523288679686 18.49727227814275 1.4582649288933118 2.534790464805128 12.297118230108122 200.21126661813548 31.616860925642747 0.00263858498058811 14.902266891292632 15.955358798840642 15.25608664558083 0.97 """""" """""" """""" """""" 2 False True all False False 0 0.7 6.289931852467273 200.207775186844 31.6195777336834 0.441963414616361 23.91273747667134 22.2572577631104 22.50223709493518 0.05 False False 0.3 0.7 1.5 0.02 8 3 2.001955999992788 12.297118230108122 2.534790464805128 0.6992721532598125 4.851335209300431 -2.559874087956217 -3.241185632561919 False 0.045038 Inputed -18.0277557722805 -18.00979516362639 """""" """""" """"""
-0.1911442131590165 0.19387680636048393 -10.34168355685981 18.39317925443499 5301.593173671651 114.95288779923136 79 34 34 59.93028929969296 48 True True 2019wac 47.94599166666666 38.46089166666667 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 47.94599166666666 38.46089166666667 TNS 2019wac ZTF19acwrujg 2019wac SNIa 0.06 0.12029721470085875 0.7390643965724095 0.255300365441137 0.40284070393656535 0.7390643965724095 1.1368018890338085 14.279135699319951 14.279135699319951 45.65115360037301 45.65115360037301 58830.24554400006 58814.2074190001 17.929745022991895 17.985243621931797 17.929745022991895 1.231421204791395 2.56853948261914 0.7658939540204983 47.946209110816156 38.461019226126695 0.0019545268622520595 16.98201761796951 17.67841490060806 17.207033944706914 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.56853948261914 0.7658939540204983 47.946209110816156 38.461019226126695 0.0019545268622520595 16.98201761796951 17.67841490060806 17.207033944706914 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 16.038124999962747 0.7658939540204983 2.56853948261914 0.4713809559011466 0.2981826673108081 -0.3068287213237362 -0.7227110782849806 False 0.06 Inputed -19.225755958205905 -19.170257359266003 """""" """""" """"""
-0.09375235292036732 0.32635628849579057 -1.8693949587848675 17.631960734035367 5348.548827679592 72.11295823301704 34 18 18 38.00957169989124 36 True True 2020qjy 233.17979166666666 27.521880555555555 SNIa 0.0678 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 233.17979166666666 27.521880555555555 TNS 2020qjy ZTF20aboytzr 2020qjy SNIa 0.0678 0.01628444659298367 1.0391520523986948 0.22130801254490962 0.45769446091756194 1.0391520523986948 1.7951944075863615 22.08183261533169 22.08183261533169 15.927739084559546 15.927739084559546 59069.18265049998 59057.17528939992 17.532096629221478 17.532096629221478 17.59290282077716 0.5589184114023766 2.871247258156217 2.1669044681587866 233.180248216087 27.522325948622353 0.002039972371409071 16.59888473799467 17.314791914539338 16.844277904250625 0.99 """""" """""" """""" """""" 0 False True all False False 0 2.871247258156217 2.1669044681587866 233.180248216087 27.522325948622353 0.002039972371409071 16.59888473799467 17.314791914539338 16.844277904250625 0.99 False False 0.3 0.7 1.5 0.02 8 3 12.007361100055277 2.1669044681587866 2.871247258156217 0.47051401028871354 0.7546910012724829 -0.21730471468213963 -0.7486249165265342 False 0.0678 Inputed -19.831847185050115 -19.892653376605796 """""" """""" """"""
-0.09876307248661176 0.3338503599193222 -21.474154167166212 18.428784935422204 5454.190536866468 214.43604284102508 28 16 16 46.95103010023013 46 True False 2019wbx 75.45452499999999 6.007361111111111 SNIa 0.066 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 75.45452499999999 6.007361111111111 TNS 2019wbx ZTF19acyfkzd 2019wbx SNIa 0.066 0.09356386718683041 0.39286541891411986 0.16309691162624773 0.23607402520587684 0.39286541891411986 0.5649969471782654 -10.262150377325268 -10.262150377325268 57.2131804775554 57.2131804775554 58830.31490739994 58830.21092589991 18.314292276672457 18.435099266007178 18.314292276672457 1.1480604185681156 4.368716732220723 14.9336431584301 75.45413475 6.01149115 0.00588397099909066 15.267704555511475 16.422965348148345 15.79033928747177 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 11.7426649618513 75.45779431 6.00762257 0.30594906183562287 21.69836149792671 21.48841980714798 21.99341821079254 0.85 False False 0.3 0.7 1.5 0.02 8 3 0.10398150002583861 14.9336431584301 4.368716732220723 0.632626060676575 3.418313448498404 -2.012133917858833 -2.523952989200687 False 0.066 Inputed -19.051145599956133 -18.930338610621412 """""" """""" """"""
-0.05828117503602941 0.3802092697539684 -13.711113706545902 18.58681495300565 4505.276683378839 145.54730262946782 17 17 17 43.034363499842584 48 True False 2019noj 75.979542083333 5.919911 SNII 0.038043 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 75.979542083333 5.919911 TNS 2019noj ZTF19abpnrrf 2019noj SNII 0.038043 0.3905076171060138 0.9454222966549892 0.5155917558541816 0.649443604193511 0.9454222966549892 1.2827404389026853 7.915223789159086 7.915223789159086 35.1191397106835 35.1191397106835 58713.508541699965 58708.47475690022 18.509174490983035 18.68106748669042 18.509174490983035 0.7699905603899867 5.185428380816793 6.385668500810893 75.98048331 5.92141761 0.0022735707548512396 14.938027903413772 15.395304452180863 14.97375456328392 1.0 """""" """""" """""" """""" 0 False True all False False 0 5.185428380816793 6.385668500810893 75.98048331 5.92141761 0.0022735707548512396 14.938027903413772 15.395304452180863 14.97375456328392 1.0 False False 0.3 0.7 1.5 0.02 8 3 5.033784799743444 6.385668500810893 5.185428380816793 0.42154988889694245 1.2314640241555206 -3.285763034509557 -3.535419927699115 False 0.038043 Inputed -17.645674641691212 -17.473781645983827 """""" """""" """"""
-0.14453425534470188 0.2548432915861016 -6.797453724531636 18.955142096712585 4925.363699644666 175.24518791332383 43 37 37 64.82736120000482 71 True True 2020hec 262.20157499999993 28.754147222222223 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 262.20157499999993 28.754147222222223 TNS 2020hec ZTF20aaurfcm 2020hec SNIa 0.09 0.15395707217468058 0.5440137712227227 0.24318511789358155 0.3377756287181448 0.5440137712227227 0.7747400452112316 10.683540082147598 10.683540082147598 54.14382111785722 54.14382111785722 58961.45521989977 58953.43292819988 18.60512233554902 18.64700351151594 18.60512233554902 1.4861942910754913 2.039681240565809 6.036227193296592 262.200422805053 28.75280891463165 0.0009813173089270322 15.183921471831798 16.437232491459845 15.58164438474655 0.99 """""" """""" """""" """""" 0 False True all False False 0 2.039681240565809 6.036227193296592 262.200422805053 28.75280891463165 0.0009813173089270322 15.183921471831798 16.437232491459845 15.58164438474655 0.99 False False 0.3 0.7 1.5 0.02 8 3 8.022291699890047 6.036227193296592 2.039681240565809 0.8555881067132951 2.9593973181918067 -2.2097710200560954 -3.0234779508024694 False 0.09 Inputed -19.445262309630216 -19.403381133663295 """""" """""" """"""
-0.13282115284517226 0.30143292631815355 -1.5092583701576192 18.63987294524842 5055.182214677783 149.42177305924963 73 57 57 62.82675930019468 47 True True 2020fhk 245.0239791666666 61.79022222222222 SNIa 0.097 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 245.0239791666666 61.79022222222222 TNS 2020fhk ZTF20aatulug 2020fhk SNIa 0.097 0.07324077989339628 0.5150732817869859 0.17262759459674015 0.27914216399401326 0.5150732817869859 0.7843001218404311 10.536068072644321 10.536068072644321 52.29069122755036 52.29069122755036 58939.493761599995 58936.47717589978 17.928682794844203 18.23916167038556 17.928682794844203 1.9281564378024274 2.295134473432401 1.6196068411900075 245.0231770889055 61.7904644068129 0.0029926361232586185 17.714095529117586 18.83597581184983 18.018162478046417 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.295134473432401 1.6196068411900075 245.0231770889055 61.7904644068129 0.0029926361232586185 17.714095529117586 18.83597581184983 18.018162478046417 1.0 False False 0.3 0.7 1.5 0.02 8 3 3.016585700213909 1.6196068411900075 2.295134473432401 0.8178133338034144 0.705669693840582 0.5968141414642716 0.08947968320221378 False 0.097 Inputed -20.28755923007033 -19.977080354528972 """""" """""" """"""
-0.19700861418786714 0.18012035972414187 -10.426887913347606 18.343857023971495 5651.149174590137 80.22426874601409 22 17 17 40.99480320001021 55 True True 2020hfx 165.90416666666667 21.984919444444447 SNIa 0.0592 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 165.90416666666667 21.984919444444447 TNS 2020hfx ZTF20aautscv 2020hfx SNIa 0.0592 0.08537417122859736 1.0223317137627177 0.27787032854902805 0.49639189665953865 1.0223317137627177 1.6884023106376063 8.243030972442078 8.243030972442078 32.75177222756813 32.75177222756813 58964.20230320003 58954.23317130003 17.90194481084711 17.90194481084711 17.939717513423002 3.1523750299859286 2.1803996321720716 3.4687455434035974 165.9047726849055 21.985702147472352 0.0004323433586376213 14.810479104683399 15.921490185517072 15.186322023417354 0.975 """""" """""" """""" """""" 0 False True all False False 0 2.1803996321720716 3.4687455434035974 165.9047726849055 21.985702147472352 0.0004323433586376213 14.810479104683399 15.921490185517072 15.186322023417354 0.975 False False 0.3 0.7 1.5 0.02 8 3 9.969131899997592 3.4687455434035974 2.1803996321720716 0.7351681620997184 1.5908760450248751 -1.9804546253300366 -2.753395490005648 False 0.0592 Inputed -19.18623589576106 -19.224008598336955 """""" """""" """"""
-0.05483395593371587 0.5698215396915287 -8.528802364797212 18.08458713447337 5795.639735644377 178.3676402815409 60 42 42 74.90685189981014 56 True True 2021kdm 330.0549166666666 9.722169444444445 SNII 0.043 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 330.0549166666666 9.722169444444445 TNS 2021kdm ZTF21aaxlhyl 2021kdm SNII 0.043 -0.06143586694708958 0.26509147781150233 0.013097195502783876 0.09222550760969384 0.26509147781150233 0.45888783228109276 14.724971625180258 14.724971625180258 60.181880274629876 60.181880274629876 59342.470821800176 59329.47405089997 17.927260429340155 17.927260429340155 18.005575615584792 0.31046001727623745 0.9139062205116754 1.6723640317343311 330.0553872 9.72214271 0.026138359554764845 22.359367025828362 23.64 23.372683249044417 0.5 """""" """""" """""" """""" 0 False True all False False 0 0.9139062205116754 1.6723640317343311 330.0553872 9.72214271 0.026138359554764845 22.359367025828362 23.64 23.372683249044417 0.5 False False 0.3 0.7 1.5 0.02 8 3 12.996770900208503 1.6723640317343311 0.9139062205116754 0.26731675095558316 1.8299077019062333 5.712739570659846 5.367107633459625 False 0.043 Inputed -18.417840238951413 -18.49615542519605 """""" """""" """"""
-0.11519642803159094 0.4362954336876116 -7.13478210502307 18.641813348045403 6396.56425920704 98.97313484734559 36 18 18 37.937557900324464 37 True False 2021aq 47.77374583333332 -25.999380555555557 SNIa 0.078 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 47.77374583333332 -25.999380555555557 TNS 2021aq ZTF21aaaecrv 2021aq SNIa 0.078 -0.1535689189585412 0.44683768759885467 -0.02656082880869448 0.11503487927536327 0.44683768759885467 0.8524873116675522 10.044674317694327 10.044674317694327 27.892883582630137 27.892883582630137 59226.19008099986 59216.210810199846 18.131963098377938 18.131963098377938 18.507861964253895 1.2586320777843527 1.6547162899003138 3.622032831498454 47.77270498 -25.99901031 0.005050088023474952 18.383257859379054 18.972726843118668 18.682234633278846 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.6547162899003138 3.622032831498454 47.77270498 -25.99901031 0.005050088023474952 18.383257859379054 18.972726843118668 18.682234633278846 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.97927080001682 3.622032831498454 1.6547162899003138 0.2904922098398224 2.188914712211275 0.8407637447407303 0.17437266902495097 False 0.078 Inputed -19.226143170057277 -19.602042035933234 """""" """""" """"""
-0.20047035896180385 0.16779896717083487 -7.118851980903053 18.689817975032735 5267.97833228709 97.069670842368 58 42 42 70.91660880018026 60 True True 2021nyt 245.80757499999999 26.475941666666664 SNIa 0.064524 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 245.80757499999999 26.475941666666664 TNS 2021nyt ZTF21abczjhy 2021nyt SNIa 0.064524 0.10515389893505755 0.8551716804324379 0.26467324310591067 0.44185516431993577 0.8551716804324379 1.358618796516339 14.857488832348519 14.857488832348519 56.059119967831734 56.059119967831734 59376.351041700225 59363.27870369982 18.18810666193642 18.18810666193642 18.206112119488104 2.7908787019433117 2.811962635551003 12.035046734379602 245.80748035053398 26.479283661505598 0.0019297960955730886 14.493446975638271 15.674933483464718 14.89804763133526 0.97 """""" """""" """""" """""" 4 False True all False False 0 0.7 7.700602553136001 245.80868392 26.47404687 0.602100825090392 24.002817880034446 23.64 21.452845030403136 0.45 False False 0.3 0.7 1.5 0.02 8 3 13.07233800040558 12.035046734379602 2.811962635551003 0.7768858521294586 4.279945466637162 -2.5131731784717015 -3.3080644881528443 False 0.064524 Inputed -19.109485166618917 -19.1274906241706 """""" """""" """"""
-0.18389538906526662 0.44851698968993636 -7.449858347681199 17.41274317729306 3858.805918800643 136.69276523631848 26 11 11 12.05353009980172 92 True True 2020oce 348.0864791666666 31.125994444444444 SNIc 0.02354 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 348.0864791666666 31.125994444444444 TNS 2020oce ZTF20abkiarz 2020oce SNIc 0.02354 0.6051591283920317 1.2711941811959626 0.7546131977352672 0.9149892514540419 1.2711941811959626 1.6796371598235993 4.036839124284186 4.036839124284186 8.016690975517534 8.016690975517534 59044.4802778 59037.353715300094 17.230773211396816 17.69775424629416 17.230773211396816 3.8245934276633053 6.710340974435985 2.4970531738611874 348.087152578037 31.1256086894237 0.00040106514609816735 12.353189198684692 13.454512539138793 12.757832277548314 0.89 """""" """""" """""" """""" 0 False True all False False 0 6.710340974435985 2.4970531738611874 348.087152578037 31.1256086894237 0.00040106514609816735 12.353189198684692 13.454512539138793 12.757832277548314 0.89 False False 0.3 0.7 1.5 0.02 8 3 7.126562499906868 2.4970531738611874 6.710340974435985 0.6966802615904797 0.372120162503526 -4.2432417071553665 -4.472940933848502 False 0.02354 Inputed -17.873947222841686 -17.40696618794434 """""" """""" """"""
-0.22201812305611077 0.16636529738718142 -5.370477657238315 17.900296509461512 5879.844770052001 338.41507887483647 177 89 89 72.97584489965811 30 True True 2020amv 132.41949333333 30.187363083333 SNII 0.0452 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 132.41949333333 30.187363083333 TNS 2020amv ZTF20aahbamv 2020amv SNII 0.0452 -0.11975189360464356 0.034872199268814796 -0.08293224043768888 -0.044907515113571606 0.034872199268814796 0.11982130998401175 10.745781641518942 10.745781641518942 62.23006325813917 62.23006325813917 58879.255069400184 58871.21729170019 17.199198126084756 17.199198126084756 17.45229096766092 6.713382435946425 2.4740880308892232 3.979411973957416 132.418252632235 30.1876309606696 0.0028988611964881894 16.972470020462275 17.79418252473593 17.291908947119712 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.4740880308892232 3.979411973957416 132.418252632235 30.1876309606696 0.0028988611964881894 16.972470020462275 17.79418252473593 17.291908947119712 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 8.037777699995786 3.979411973957416 2.4740880308892232 0.5022735776162186 1.6084358859806445 0.5949843986511745 -0.16038202054120987 False 0.0452 Inputed -19.080617722988432 -19.333710564564598 """""" """""" """"""
-0.011140359002860093 0.30926979751784084 -1.5895551395672065 18.373738815997868 5348.977810211394 111.31684411710025 60 40 40 73.94119219994172 76 True True 2021uoy 343.90607083333333 19.173858333333335 SNII 0.03347 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 343.90607083333333 19.173858333333335 TNS 2021uoy ZTF21abqmrtm 2021uoy SNII 0.03347 0.00028551370934692955 0.5905584215257917 0.12810512934733254 0.2684829774936297 0.5905584215257917 0.9745538837411694 110.798660228951 110.798660228951 -36.85746802900927 -36.85746802900927 59435.37267359998 59428.3258795999 18.171225691776574 18.19116019398922 18.171225691776574 4.56502725996891 2.971510676688179 7.18852676380212 343.90407570492846 19.1745187269163 0.0006063523033812412 13.899833613321782 14.919200962655545 14.230142602007389 0.8200000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.971510676688179 7.18852676380212 343.90407570492846 19.1745187269163 0.0006063523033812412 13.899833613321782 14.919200962655545 14.230142602007389 0.8200000000000001 False False 0.3 0.7 1.5 0.02 8 3 7.046794000081718 7.18852676380212 2.971510676688179 0.689058360648156 2.4191488929172915 -3.2719592313336747 -3.941083089769185 False 0.03347 Inputed -17.703102817257037 -17.68316831504439 """""" """""" """"""
-0.022815928149461887 0.330117171910031 -18.122164816489192 19.204183486466107 4124.2870750703705 211.08934647939935 59 29 29 73.9503357000649 46 True True 2019pdi 34.609322083333 -0.551516083333 SNIIn 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 34.609322083333 -0.551516083333 TNS 2019pdi ZTF19abpfsks 2019pdi SNIIn 0.1 0.5369851148888216 0.933204050109758 0.6293263999037073 0.7260310245754127 0.933204050109758 1.1599336275576775 92.36970499210625 92.36970499210625 -18.41936929204135 -18.41936929204135 58769.35682869982 58707.44100689981 18.995936302890836 19.461173469604518 18.995936302890836 0.44797312418558943 1.7564211553862255 3.3211532562648944 34.61001082806605 -0.552129890704109 0.001732059098054295 17.011690612745284 17.930894462759497 17.338416169605253 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.7564211553862255 3.3211532562648944 34.61001082806605 -0.552129890704109 0.001732059098054295 17.011690612745284 17.930894462759497 17.338416169605253 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 61.915821800008416 3.3211532562648944 1.7564211553862255 0.5924782931542438 1.8908638432646268 -1.5302790068450207 -1.6575201332855833 False 0.1 Inputed -19.28780579558009 -18.82256862886641 """""" """""" """"""
-0.16705236990750605 0.29900663897182855 -10.907834538287553 19.489576207397022 4566.030280965845 178.39853329072093 16 8 8 20.014872699975967 46 True True 2021umf 16.39402083333333 20.547111111111114 SNIa 0.089 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 16.39402083333333 20.547111111111114 TNS 2021umf ZTF21abmyuhl 2021umf SNIa 0.089 0.3106699179649972 0.7323305873690806 0.4074728978624016 0.509850370178242 0.7323305873690806 0.9802568294867484 11.319142881100866 11.319142881100866 8.695729818875101 8.695729818875101 59429.46388889989 59414.46392360004 19.298186575158127 19.376544470558738 19.298186575158127 6.662720837256286 0.5303369043741004 0.7868147198389209 16.3937874338201 20.54711299222355 0.003148356824105969 21.214470607788563 21.75591810387969 21.56695854736805 0.32857142857142857 """""" """""" """""" """""" 0 False True all False False 0 0.5303369043741004 0.7868147198389209 16.3937874338201 20.54711299222355 0.003148356824105969 21.214470607788563 21.75591810387969 21.56695854736805 0.32857142857142857 False False 0.3 0.7 1.5 0.02 8 3 14.999965299852192 0.7868147198389209 0.5303369043741004 0.18895955651164087 1.4836129889310903 2.3793736333209523 2.2687719722099224 False 0.089 Inputed -18.727472103248857 -18.649114207848246 """""" """""" """"""
-0.1676846899624283 0.3040795002176134 -7.29474793815779 17.01084994752501 5703.459644375671 137.6217674990394 113 87 87 72.97574080014601 31 True True 2020aoi 181.39491666666666 61.923538888888885 SNIa 0.033 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 181.39491666666666 61.923538888888885 TNS 2020aoi ZTF20aahfobk 2020aoi SNIa 0.033 -0.033749415336949085 0.4146468496143072 0.06596185361997442 0.17362302617075187 0.4146468496143072 0.6932957708495948 15.636513024519907 15.636513024519907 57.33922777562611 57.33922777562611 58887.24364579981 58871.4118170999 16.544545888232847 16.544545888232847 16.675585522053478 6.332683082169163 3.344954722201553 5.044668831334842 181.3926131871405 61.9226510498896 0.001044846640278707 14.89848509409249 15.529796294425726 15.112645310762524 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.344954722201553 5.044668831334842 181.3926131871405 61.9226510498896 0.001044846640278707 14.89848509409249 15.529796294425726 15.112645310762524 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 15.831828699912876 5.044668831334842 3.344954722201553 0.4171509836632019 1.5081426357886798 -1.014749593807121 -1.5629402112909538 False 0.033 Inputed -19.16778329186 -19.298822925680632 """""" """""" """"""
-0.15143412996809952 0.2066503225805306 -7.042054931293592 19.05532252342893 5760.625097451547 85.66759419348094 42 28 28 50.92837970005348 38 True True 2021cn 195.7410833333333 31.060561111111113 SNIa 0.087927 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 195.7410833333333 31.060561111111113 TNS 2021cn ZTF21aaaotku 2021cn SNIa 0.087927 -0.008118826050793615 0.799023580992074 0.1592741264562818 0.3482155468447452 0.799023580992074 1.3632827177462161 13.392678355269553 13.392678355269553 37.53570134478393 37.53570134478393 59227.466053199954 59217.44328700006 18.550905540399363 18.550905540399363 18.624246765965307 1.2294497922008982 2.066596919880401 1.5386101475720915 195.7406282324105 31.060385952225353 0.001398660797849005 16.971705360515116 18.04340147659898 17.35493884008646 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.066596919880401 1.5386101475720915 195.7406282324105 31.060385952225353 0.001398660797849005 16.971705360515116 18.04340147659898 17.35493884008646 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 10.02276619989425 1.5386101475720915 2.066596919880401 0.6884626365125186 0.744513907269897 -0.5075040638003827 -1.2693079258788451 False 0.087927 Inputed -19.374574557448557 -19.4479157830145 """""" """""" """"""
-0.04816922024390668 0.3498552655438514 -17.337365262987063 18.666061192231556 5333.579360895402 196.4154449721791 8 8 8 33.99719899985939 45 True False 2018hpq 277.171917 75.813169 SLSN-I 0.124 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 277.171917 75.813169 TNS 2018hpq ZTF18acapyww 2018hpq SLSN-I 0.124 0.10890806382879248 0.4421589438886002 0.1858265469201541 0.26689681426697476 0.4421589438886002 0.6361004987421985 16.455055991837686 16.455055991837686 17.542143008021707 17.542143008021707 58435.10282409983 58423.11344909994 18.44725716267821 18.50136200777784 18.44725716267821 3.6984753186894177 0.28091723481775815 0.10933099436470843 277.17197731 75.81319553 0.00035767352769622285 20.550864978957176 20.659841209125517 20.513518235063554 0.18 """""" """""" """""" """""" 0 False True all False False 0 0.28091723481775815 0.10933099436470843 277.17197731 75.81319553 0.00035767352769622285 20.550864978957176 20.659841209125517 20.513518235063554 0.18 False False 0.3 0.7 1.5 0.02 8 3 11.989374999888241 0.10933099436470843 0.28091723481775815 0.14632297406196315 0.38919290386592215 2.158479201347678 2.0662610723853447 False 0.124 Inputed -20.31409335838369 -20.25998851328406 """""" """""" """"""
-0.021634269757768755 0.44477398308972643 -30.221874024436772 19.870480404827415 5608.606105960836 206.13553275887978 33 9 9 72.85234950017184 45 True True 2019bzq 210.40993999999 14.41527 SNIIn 0.285 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 210.40993999999 14.41527 TNS 2019bzq ZTF19aailptb 2019bzq SNIIn 0.285 0.12081973579784133 0.43937336016791306 0.19463493630698636 0.2722359350976262 0.43937336016791306 0.6234489991927354 79.99731109383322 79.99731109383322 -7.144961593661378 -7.144961593661378 58567.29418980004 58494.52434029989 19.609346946906847 19.609346946906847 19.685355659732966 2.8222232158771714 0.9998481109783085 30.2335328426951 210.418545195669 14.41630439473915 0.48424785630732514 20.004996292989254 21.306473902181388 20.47039568149209 0.9722222222222222 """""" """""" """""" """""" 7 False True all False False 0 0.6581941414618574 8.634799350670406 210.41104462 14.41312326 0.6528247405211576 23.89561282635331 24.838927086913586 24.599943174999954 0.5 False False 0.3 0.7 1.5 0.02 8 3 72.76984950015321 0.0 0.0 0.0 0.0 4.030653053093154 3.584644340267033 True 0.285 Inputed -20.938441091743222 -21.01444980456934 """""" """""" """"""
-0.13851598176504853 0.42112710474595216 -8.918337843165343 18.605773313975387 5746.790067939018 167.1709384984366 45 23 23 29.04560189973563 47 True True 2021kfr 129.33321666666666 8.481727777777778 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 129.33321666666666 8.481727777777778 TNS 2021kfr ZTF21aavoete 2021kfr SNIa 0.09 -0.0432471175890754 0.3131634128815435 0.03764579339631524 0.12384303221293891 0.3131634128815435 0.5268498359487985 14.378559619916928 14.378559619916928 14.667042279818702 14.667042279818702 59336.2256018999 59319.17217590008 18.322998337692653 18.322998337692653 18.454656574775427 0.3787615668220621 2.2471547083315744 3.9235982020551345 129.333388192532 8.480651174071884 0.0048098379687814274 17.804202367862462 18.51200690250397 18.093800116829872 0.9899999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 0.8887535374102986 129.333406353153 8.48156731120777 0.010551974566061717 22.211820514264108 21.859977135419847 22.040096550579072 0.8500000000000001 False False 0.3 0.7 1.5 0.02 8 3 17.053425999823958 3.9235982020551345 2.2471547083315744 0.41820678567409786 1.74602940665721 0.18900856481131711 -0.3608564579455553 False 0.09 Inputed -19.59572807040381 -19.727386307486583 """""" """""" """"""
-0.12625544782345371 0.30619198473537895 -8.293883248463263 19.09433895053359 5328.719578033451 130.03797909341165 48 33 33 54.943414399866015 28 True True 2021fzq 225.2803958333333 12.313986111111111 SNIa 0.13 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 225.2803958333333 12.313986111111111 TNS 2021fzq ZTF21aapjmpq 2021fzq SNIa 0.13 0.0746503509267562 0.5936197109025088 0.1895712640047762 0.31398319402508434 0.5936197109025088 0.9186616289338012 15.085784648318075 15.085784648318075 39.85762975154794 39.85762975154794 59304.37938660011 59290.3739120001 18.64144973353352 18.716700697631477 18.64144973353352 1.077948234756051 0.48405009563174567 0.3362325625204216 225.280448858607 12.3139083976696 0.0015993278616190931 20.989586936262846 21.856653861732482 21.304527054026128 0.12 """""" """""" """""" """""" 0 False True all False False 0 0.48405009563174567 0.3362325625204216 225.280448858607 12.3139083976696 0.0015993278616190931 20.989586936262846 21.856653861732482 21.304527054026128 0.12 False False 0.3 0.7 1.5 0.02 8 3 14.00547460000962 0.3362325625204216 0.48405009563174567 0.5521268077063546 0.6946234812361647 3.139953164101005 2.663077320492608 False 0.13 Inputed -20.225033522288875 -20.149782558190918 """""" """""" """"""
-0.12432876170050404 0.5837399919631677 -3.5737992069189124 17.53024684435379 5842.200192271167 111.14861593105422 19 13 13 39.97936350014061 42 True False 2019cpe 147.55395791666 -14.027669 SNIa 0.054 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 147.55395791666 -14.027669 TNS 2019cpe ZTF19aanonjt 2019cpe SNIa 0.054 -0.09156474425091687 0.4585781780497591 0.027203036533745006 0.157901710615576 0.4585781780497591 0.8180728296800943 16.77470170684738 16.77470170684738 23.204661793293226 23.204661793293226 58584.22884259978 58568.209988399874 17.31528790557425 17.31528790557425 17.44220361055851 1.099091483285947 2.5989667218588544 10.275483440700265 147.55524416 -14.02510194 0.0039343983893386225 15.808354474115372 16.739727577638625 16.15319695107937 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.8239706026331981 9.136261470735036 147.55361633 -14.03018512 0.25083542024931393 22.02645493774414 22.936611815595626 22.62653177678585 0.05 False False 0.3 0.7 1.5 0.02 8 3 16.018854199908674 10.275483440700265 2.5989667218588544 0.5865306265592558 3.9536802661909225 -0.5755603279356265 -1.289006659479142 False 0.054 Inputed -19.481491414048268 -19.608407119032528 """""" """""" """"""
-0.15225544907244026 0.25129163469162774 -7.622626161149244 19.0135594269804 5054.878148065967 153.84032058564006 83 40 40 56.058229099959135 110 True True 2020lsj 246.39816666666664 55.292230555555555 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 246.39816666666664 55.292230555555555 TNS 2020lsj ZTF20abdxuew 2020lsj SNIa 0.07 0.13107177907234657 0.5759286076857677 0.23154735869922405 0.3389432708217406 0.5759286076857677 0.8451124499511167 14.44695164814269 14.44695164814269 41.61127745181645 41.61127745181645 59014.268645800184 59001.27027780004 18.649117353927206 18.69968941426739 18.649117353927206 0.9787210119298293 3.0079252761181468 4.665922292718143 246.39720005457048 55.2934039858335 0.0033601880746148005 16.689502994748352 17.436300290330948 16.970895107373593 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 2.963966324780172 246.396753606036 55.2924052260892 0.03754283544662551 22.1066039677608 22.100256964425743 22.338803349392414 0.1875 False False 0.3 0.7 1.5 0.02 8 3 12.998368000146002 4.665922292718143 3.0079252761181468 0.46540518295735467 1.5512095096789476 -1.2633891239364416 -1.678222246553613 False 0.07 Inputed -18.84604859766359 -18.795476537323406 """""" """""" """"""
-0.16829966467033333 0.3154399853632178 -9.33258724133651 18.663926607040754 5128.429746103631 256.4288643195148 23 16 16 45.966863399837166 37 True True 2018ize 144.86924374999 26.932434 SNIa 0.0636 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 144.86924374999 26.932434 TNS 2018ize ZTF18acqxsyi 2018ize SNIa 0.0636 0.09041984497674349 0.33618579201060683 0.14820285728644578 0.20837620836983461 0.33618579201060683 0.4744548695516002 12.496064972548016 12.496064972548016 33.47079842728915 33.47079842728915 58455.48043979984 58440.507337999996 18.294298697457535 18.700287812121438 18.294298697457535 1.2825879747551225 5.080013035308448 0.955677974800955 144.8690552329935 26.93263948612955 0.0022531277813182538 15.391636419771313 16.245473678716422 15.69934562495172 0.9850000000000001 """""" """""" """""" """""" 0 False True all False False 0 5.080013035308448 0.955677974800955 144.8690552329935 26.93263948612955 0.0022531277813182538 15.391636419771313 16.245473678716422 15.69934562495172 0.9850000000000001 False False 0.3 0.7 1.5 0.02 8 3 14.97310179984197 0.955677974800955 5.080013035308448 0.5461280537647024 0.18812510286067172 -2.4548141334050158 -2.594953072505815 False 0.0636 Inputed -18.989521062336273 -18.58353194767237 """""" """""" """"""
-0.09624874721584167 0.3814838494010876 -1.8349841299886323 18.45421071258506 6082.118820538656 52.60124088933158 38 18 18 35.923078699968755 66 True True 2020acjy 159.7242083333333 -0.9417888888888889 SNIa 0.07551 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 159.7242083333333 -0.9417888888888889 TNS 2020acjy ZTF20acwyoxc 2020acjy SNIa 0.07551 -0.13775812728177783 1.2535302079582777 0.11686692125405074 0.42747105693225507 1.2535302079582777 2.4329303679950094 13.176596503394858 13.176596503394858 22.746482196573897 22.746482196573897 59199.52422450017 59194.5251042 18.100243850426697 18.100243850426697 18.25133295023883 2.186334517961136 1.8123229318008902 1.48963916963721 159.72459051546048 -0.941630152222402 0.00044330894389577047 15.769920646244287 16.847197287795545 16.1298184421587 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.8123229318008902 1.48963916963721 159.72459051546048 -0.941630152222402 0.00044330894389577047 15.769920646244287 16.847197287795545 16.1298184421587 0.975 False False 0.3 0.7 1.5 0.02 8 3 4.999120300170034 1.48963916963721 1.8123229318008902 0.7173788456368442 0.8219501853110516 -1.2530465626311518 -2.1215145080801285 False 0.07551 Inputed -19.411029569639833 -19.562118669451966 """""" """""" """"""
-0.08955641976233164 0.3671025074532026 -13.72578939454627 18.688445412231154 5971.206137433192 174.96545468011246 18 6 6 19.038946700282395 53 True True 2019odm 337.90009083333 -8.560157388888 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 337.90009083333 -8.560157388888 TNS 2019odm ZTF19abqgrht 2019odm SNIa 0.08 -0.06041709486371616 0.2735205981823654 0.01567474082971998 0.09654930265953965 0.2735205981823654 0.4723306953856721 -2.4694514494022 -2.4694514494022 21.508398149684595 21.508398149684595 58717.39859949984 58717.332013899926 18.4429856317858 18.4429856317858 18.553187578868837 4.11408891460252 2.461300504979363 0.06775255993594 337.900072000607 -8.560154671394208 0.0004063697236146302 15.054902486032248 16.181735193190576 15.433376169559956 0.9850000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.461300504979363 0.06775255993594 337.900072000607 -8.560154671394208 0.0004063697236146302 15.054902486032248 16.181735193190576 15.433376169559956 0.9850000000000001 False False 0.3 0.7 1.5 0.02 8 3 0.06658559991046786 0.06775255993594 2.461300504979363 0.7483590236306199 0.027527138518385865 -2.261250438595223 -3.1198114093088805 False 0.08 Inputed -19.23674644320254 -19.34694839028558 """""" """""" """"""
-0.13208098193746542 0.26273230958636296 -25.641798853131398 16.316571714444123 5054.04584946648 172.61129341388514 17 15 15 56.9699883996509 175 True False 2020gad 298.4853083333333 2.068216666666667 SNIa 0.02523 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 298.4853083333333 2.068216666666667 TNS 2020gad ZTF20aauqtcp 2020gad SNIa 0.02523 0.2871102954412983 0.7185120478387539 0.3858389411092915 0.49046630423665505 0.7185120478387539 0.9735977555479565 -15.485793326858177 -15.485793326858177 72.45578172650907 72.45578172650907 58944.5208101999 58944.484502300154 16.413018535245264 16.53279898406346 16.413018535245264 4.700411228941547 4.215884769107101 1.048452813961487 298.48559976 2.06821687 0.0004833126643190022 13.846702582263946 14.473828568840027 13.99798376684189 0.97 """""" """""" """""" """""" 0 False True all False False 0 4.215884769107101 1.048452813961487 298.48559976 2.06821687 0.0004833126643190022 13.846702582263946 14.473828568840027 13.99798376684189 0.97 False False 0.3 0.7 1.5 0.02 8 3 0.03630789974704385 1.048452813961487 4.215884769107101 0.4758448019981376 0.2486910509614197 -2.0589704152234347 -2.415034768403375 False 0.02523 Inputed -18.843177673922824 -18.723397225104627 """""" """""" """"""
-0.19056613561205027 0.24488130164703154 -4.8964575114530975 18.038096832538123 5527.188206250417 91.19270629234313 95 56 56 56.99604170024395 79 True False 2021sck 301.20640416666663 -17.52175833333333 SNIa 0.045 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 301.20640416666663 -17.52175833333333 TNS 2021sck ZTF21abiyyob 2021sck SNIa 0.045 0.009322511559616942 0.765955515573836 0.16811570845188228 0.3460086152353057 0.765955515573836 1.2847560651870076 13.546756130673948 13.546756130673948 43.44928556957 43.44928556957 59408.35700230021 59397.29695599992 17.602216600713767 17.602216600713767 17.654832522035782 1.4100268088658596 2.0473326330200883 8.62473524949184 301.20869251 -17.52076951 0.0035541253212824087 16.167629019975664 16.98797013874054 16.36123242173195 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7184485625435815 5.541012239498806 301.20638805 -17.52021924 0.06404155690047186 21.3602755048275 26.713821878623964 22.719657938957216 0.0 False False 0.3 0.7 1.5 0.02 8 3 11.060046300292015 8.62473524949184 2.0473326330200883 0.6267377170085915 4.2126692606707525 -0.6142464619732273 -1.2936001003038342 False 0.045 Inputed -18.86834291771212 -18.920958839034135 """""" """""" """"""
-0.10830814691573182 0.2815004268818158 -27.43722489334912 18.442789881309775 4547.509832181799 180.54338389207368 27 16 16 46.94829860003665 40 True True 2020exs 203.07511666666664 67.00697222222222 SNIa 0.0668 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 203.07511666666664 67.00697222222222 TNS 2020exs ZTF20aatzfin 2020exs SNIa 0.0668 0.4777975798927727 0.9343321958316864 0.5828829079028601 0.6938240325280525 0.9343321958316864 1.201590591977567 -15.662330736931569 -15.662330736931569 62.610629336968216 62.610629336968216 58939.401134300046 58939.33008099999 18.464396106173606 18.693330326869475 18.464396106173606 2.2646545009088848 2.7503818489022964 2.0791889933912953 203.07422208375948 67.0065123793791 0.0034962439047279137 17.421511701593992 17.931820952545404 17.62170543409288 0.9899999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.7503818489022964 2.0791889933912953 203.07422208375948 67.0065123793791 0.0034962439047279137 17.421511701593992 17.931820952545404 17.62170543409288 0.9899999999999999 False False 0.3 0.7 1.5 0.02 8 3 0.07105330005288124 2.0791889933912953 2.7503818489022964 0.3101155184525233 0.7559637561675734 -0.7615093743240706 -0.8426906720807246 False 0.0668 Inputed -18.927597493330705 -18.698663272634835 """""" """""" """"""
-0.11946946054409933 0.4159449734663586 -3.3073671816646106 18.106877881865575 6134.872959176148 60.80613969156771 58 27 27 24.069930600002408 48 True True 2021fzf 196.62012499999997 56.634169444444446 SNIa 0.061786 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 196.62012499999997 56.634169444444446 TNS 2021fzf ZTF21aapfpod 2021fzf SNIa 0.061786 -0.1245674805055188 1.0259296175019514 0.0951673925521348 0.3563027051950911 1.0259296175019514 1.9404772609626129 4.035114309389586 4.035114309389586 20.034816290612824 20.034816290612824 59290.322881899774 59290.322881899774 17.794778894624844 17.794778894624844 17.830118071264444 1.4633295586352975 1.7616217280042519 2.4346220272424577 196.621354609983 56.63417459911135 0.0002281514441578869 14.661934249817133 15.76688879881382 14.996562828819155 0.8600000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.7616217280042519 2.4346220272424577 196.621354609983 56.63417459911135 0.0002281514441578869 14.661934249817133 15.76688879881382 14.996562828819155 0.8600000000000001 False False 0.3 0.7 1.5 0.02 8 3 0.0 2.4346220272424577 1.7616217280042519 0.7703259699946656 1.3820345131645546 -2.027890095811024 -2.8335552424452892 False 0.061786 Inputed -19.389966844891866 -19.425306021531465 """""" """""" """"""
-0.16526170952510125 0.30072270193470646 -6.1957859404885065 18.908315846588295 6149.208569056745 156.16949814021544 21 21 21 49.97964120004326 50 True True 2020ykc 150.288 -2.3198499999999997 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 150.288 -2.3198499999999997 TNS 2020ykc ZTF20acnywhz 2020ykc SNIa 0.1 -0.14518852180316344 0.2082074200023314 -0.0657186431313157 0.019471758611292245 0.2082074200023314 0.4235193324995379 15.069568577909028 15.069568577909028 34.91007262213424 34.91007262213424 59158.49901620019 59144.50435189996 18.296813622970113 18.296813622970113 18.594867938878348 0.9683363996584002 1.0969507307484758 0.8571315299817085 150.288036945314 -2.32008521293448 0.004328415561638654 20.111283030359743 20.43992929365635 20.281198476173877 0.6599999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.0969507307484758 0.8571315299817085 150.288036945314 -2.32008521293448 0.004328415561638654 20.111283030359743 20.43992929365635 20.281198476173877 0.6599999999999999 False False 0.3 0.7 1.5 0.02 8 3 13.994664300233126 0.8571315299817085 1.0969507307484758 0.1587308174824713 0.7813765066703289 2.1431156706862353 1.6863305372955288 False 0.1 Inputed -19.68887415959258 -19.986928475500815 """""" """""" """"""
-0.19352027887868156 0.18010631813384606 -7.431539785068059 18.4312581906391 5595.904286640746 143.34383097451695 30 20 20 73.9206945002079 24 True False 2019dwp 218.70046166666 74.772192861111 SNIa 0.063 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 218.70046166666 74.772192861111 TNS 2019dwp ZTF19aarkpif 2019dwp SNIa 0.063 -0.009931941979903769 0.4258692511391935 0.0874856392305503 0.19231625666873953 0.4258692511391935 0.6942685404022448 13.627425184391372 13.627425184391372 60.29326931581653 60.29326931581653 58606.463958300184 58594.26302079996 17.85894024245943 17.85894024245943 18.00518813511701 2.803746225616526 3.526646499491752 6.141889302626334 218.70482945 74.77093014 0.010117405002124435 17.60299205675125 18.323060612607 18.152905014133452 0.99 """""" """""" """""" """""" 0 False True all False False 0 3.526646499491752 6.141889302626334 218.70482945 74.77093014 0.010117405002124435 17.60299205675125 18.323060612607 18.152905014133452 0.99 False False 0.3 0.7 1.5 0.02 8 3 12.200937500223517 6.141889302626334 3.526646499491752 0.17015559847354922 1.7415664721461257 0.46412037014757246 0.1477168790164427 False 0.063 Inputed -19.257751672686965 -19.403999565344545 """""" """""" """"""
-0.19071411657756737 0.40113239075464524 -7.880118280948456 14.958416938692675 5753.448781022891 56.104510992101766 37 6 6 13.016192100010812 353 True False 2020nif 196.05724999999998 -10.350969444444445 SNII 0.010374 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 196.05724999999998 -10.350969444444445 TNS 2020nif ZTF20abhjwvh 2020nif SNII 0.010374 0.07462928542491021 1.563935051040957 0.3555730098269301 0.6916961645859523 1.563935051040957 2.77650768616499 9.901875256892804 9.901875256892804 3.114316843118007 3.114316843118007 59037.18729169993 59024.19499999983 14.841305799778453 14.905172289203493 14.841305799778453 5.534540952975065 7.710115598887232 14.716446302395678 196.05878336 -10.34717002 0.0020241544327215255 13.31171448301077 21.147468740534784 14.316383537173271 1.0 """""" """""" """""" """""" 42 False True all False False 0 0.7 0.595567096648063 196.0570848 -10.35100041 0.0034799224628688785 20.97397373917103 23.64 21.516397122967245 0.5 False False 0.3 0.7 1.5 0.02 8 3 12.992291700094938 14.716446302395678 7.710115598887232 6.831085203361512 1.90871928100788 6.24229645133129 -0.5249222626051822 False 0.010374 Inputed -18.476799777481716 -18.412933288056678 """""" """""" """"""
-0.030765257784432776 0.27947361929787784 -28.41757151209599 19.036481369554142 4149.4469500125015 216.80595232472695 23 14 14 39.84057869995013 52 True True 2019swj 334.21888874999 5.6165455833333 SNIb 0.049 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 334.21888874999 5.6165455833333 TNS 2019swj ZTF19acftclq 2019swj SNIb 0.049 0.6129714711225631 1.0125799722996334 0.7063195736289742 0.8039295195079248 1.0125799722996334 1.2402884106734646 52.86089745722069 52.86089745722069 -13.020318757270559 -13.020318757270559 58811.10703699989 58771.26645829994 18.71216243752937 19.21384434698318 18.71216243752937 1.1535123104088532 1.6172811073633757 0.16079468159511762 334.218852906043 5.616518704028779 0.0032584034205487278 18.898758155257703 19.518069983792305 19.176862027454376 0.9899999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.6172811073633757 0.16079468159511762 334.218852906043 5.616518704028779 0.0032584034205487278 18.898758155257703 19.518069983792305 19.176862027454376 0.9899999999999999 False False 0.3 0.7 1.5 0.02 8 3 39.84057869995013 0.16079468159511762 1.6172811073633757 0.34120795633792866 0.0994228405086969 0.3042256368091252 0.4646995899250079 False 0.049 Inputed -17.99799398544895 -17.49631207599514 """""" """""" """"""
-0.16404435234388587 0.36086543963965545 -3.4145393492160707 18.77441787706889 5830.602610585671 71.8463153191043 64 47 47 36.062268499750644 72 True True 2020wgo 155.63916666666665 79.82433611111111 SNIa 0.076326 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 155.63916666666665 79.82433611111111 TNS 2020wgo ZTF20acithxf 2020wgo SNIa 0.076326 -0.06953893785658494 0.8939567578338554 0.12272257228192984 0.34506107666361885 0.8939567578338554 1.6100664463796868 11.847597468187526 11.847597468187526 24.214671031563118 24.214671031563118 59144.483344899956 59135.43446760019 18.42064750505957 18.42064750505957 18.55978697592998 0.5916253485462171 4.389251572000074 13.316413962675034 155.6458468259395 79.82083049084825 0.0015020280179439682 13.682078272975684 14.961682867047786 14.100700536611079 0.9400000000000001 """""" """""" """""" """""" 2 False True all False False 0 0.7 3.312266265552016 155.640017439707 79.8252438263865 0.03070529211659634 21.593671927690504 23.18352696663618 22.537132420203687 0.125 False False 0.3 0.7 1.5 0.02 8 3 9.048877299763262 13.316413962675034 4.389251572000074 0.8609823304367072 3.0338689282754125 -3.4589646380117838 -4.459086439318902 False 0.076326 Inputed -19.126307150528433 -19.265446621398844 """""" """""" """"""
-0.2052761438886928 0.23765896056735014 -9.531344656684713 14.006360007591976 5211.291474490623 207.52673938180084 57 35 35 72.99981490010396 19 True False 2021fxy 198.25654166666666 -19.51255 SNIa 0.0094 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 198.25654166666666 -19.51255 TNS 2021fxy ZTF21aaprfqv 2021fxy SNIa 0.0094 0.08102419995685928 0.38856022847342864 0.15228362485964198 0.22720032245562294 0.38856022847342864 0.566268449901294 13.467531820968635 13.467531820968635 59.532283079135325 59.532283079135325 59307.29348379979 59291.29453699989 13.582484982607934 13.582484982607934 13.745181966482539 85.86564836968203 7.146953846470971 42.71836216073431 198.24840557 -19.52160535 0.003418047425271631 12.032672041368485 12.957752783489227 12.408022383260727 1.0 """""" """""" """""" """""" 4 False True all False False 0 8.562563680447376 21.87358273980582 198.25434543 -19.51826249 0.00039529180888309146 10.464004954648018 11.350846534824372 10.766898180389404 0.01 False False 0.3 0.7 1.5 0.02 8 3 15.998946799896657 42.71836216073431 7.146953846470971 0.5497304002284995 5.977142581077086 -0.6247321991187071 -1.337159583221812 False 0.0094 Inputed -19.35828118199612 -19.520978165870726 """""" """""" """"""
-0.1372227639458779 0.31713701867377697 -8.317387800124017 19.048999350394 4484.03926892186 153.80299939338818 51 37 37 41.91553239990026 56 True True 2021huq 236.76816249999996 6.110933333333333 SNIa 0.080522 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 236.76816249999996 6.110933333333333 TNS 2021huq ZTF21aaqupdt 2021huq SNIa 0.080522 0.32933146492321796 0.8328452785810789 0.44338310159653815 0.5650519030330337 0.8328452785810789 1.136190009206711 12.113134824736342 12.113134824736342 29.802397575163916 29.802397575163916 59309.463634300046 59297.40214119991 18.73864666916813 18.97442427474315 18.73864666916813 0.5254828449775152 2.410485082878327 0.19018910358035407 236.7682124781905 6.110951264539905 0.0009479386747895946 16.223095917818547 17.437156280448434 16.658237674727438 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.410485082878327 0.19018910358035407 236.7682124781905 6.110951264539905 0.0009479386747895946 16.223095917818547 17.437156280448434 16.658237674727438 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 12.061493100132793 0.19018910358035407 2.410485082878327 0.778918605720996 0.07890075940783334 -1.5372679942947158 -2.080408994440692 False 0.080522 Inputed -19.065657855012827 -18.829880249437807 """""" """""" """"""
-0.045579782921891014 0.6739195520190165 -14.820883711745857 17.3311746704221 6492.583524077919 76.51374619441694 13 10 10 34.9958449001424 40 True True 2020etg 129.28882916666666 -1.9859722222222222 SNIa 0.051 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 129.28882916666666 -1.9859722222222222 TNS 2020etg ZTF20aatvsjw 2020etg SNIa 0.051 -0.01900244699414344 0.9044965728833247 0.16821531899462983 0.3825716287585941 0.9044965728833247 1.574326471636347 -3.180904483975967 -3.180904483975967 38.17674938411837 38.17674938411837 58941.149236099795 58938.1675809999 17.117561565504197 17.117561565504197 17.30130949389165 14.268794338404973 2.1903817479145054 8.531377723148774 129.28843520993252 -1.988309114474835 0.0023302839393809505 15.599463552594184 16.551725549982784 15.96012377171755 0.9600000000000002 """""" """""" """""" """""" 1 False True all False False 0 0.39172835160542285 6.881199008887469 129.2891291616695 -1.984084437862245 0.005368294116279704 17.556553373491766 19.77027790270567 18.438047350535392 0.015 False False 0.3 0.7 1.5 0.02 8 3 2.9816550998948514 8.531377723148774 2.1903817479145054 0.5916017782652343 3.894927325463529 -0.5658360155214126 -1.3411857221741013 False 0.051 Inputed -19.496741307206815 -19.68048923559427 """""" """""" """"""
-0.03459701444903006 0.353336265838176 -16.199299011723113 19.037325202862526 5399.97836354426 179.3347454719178 45 30 30 73.06422449974343 33 True True 2020iak 199.34537499999996 32.58853888888889 SNII 0.061316 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 199.34537499999996 32.58853888888889 TNS 2020iak ZTF20aavpyxo 2020iak SNII 0.061316 0.09382107191093425 0.45868264398979264 0.17737840916945302 0.26589539964697195 0.45868264398979264 0.674037832687354 22.912542754700752 22.912542754700752 50.15168174504268 50.15168174504268 58971.277002300136 58962.23524310021 18.696578605212046 18.696578605212046 18.725764204653213 4.880265375820838 2.9663075968724604 12.90908961793502 199.34143547761 32.5871822156428 0.003720807039227614 15.181872032611967 16.183500070950984 15.553525113193391 0.9949999999999999 """""" """""" """""" """""" 3 False True all False False 0 0.7 6.04062324002396 199.347201818552 32.5892070103856 0.06286930412092695 21.12471371930599 21.580448948965074 21.64821840284586 0.3 False False 0.3 0.7 1.5 0.02 8 3 9.041759199928492 12.90908961793502 2.9663075968724604 0.629974957757593 4.351905254716597 -2.513078534261062 -3.172239091459822 False 0.061316 Inputed -18.477505620584925 -18.50669122002609 """""" """""" """"""
-0.1736679534972978 0.31047747664941494 -9.98902179750161 19.350049464566254 4473.631292323337 191.1872717983653 19 8 8 22.94174769986421 43 True False 2019mqn 348.26439333333 -13.62197955555 SNIa 0.071 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 348.26439333333 -13.62197955555 TNS 2019mqn ZTF19abkcpxe 2019mqn SNIa 0.071 0.33016844128948364 0.7251158032123968 0.4213766555396674 0.5174676818478083 0.7251158032123968 0.9548565936345135 9.858942974443305 9.858942974443305 13.082804725420903 13.082804725420903 58707.50238429988 58694.38936340017 19.062479956183626 19.542744570453905 19.062479956183626 2.420391238846734 4.063536837924365 10.633715052448812 348.2614128 -13.62255764 0.0025107394559441554 14.820516461396217 19.38153730943203 18.42907900981903 1.0 """""" """""" """""" """""" 2 False True all False False 0 6.323486977496447 8.779620641919363 348.26266084 -13.6202153 0.003176794095954394 14.762001478278638 20.100509921097757 19.89065901246071 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.113020899705589 10.633715052448812 4.063536837924365 0.9524582996129993 2.6168619792506824 -0.16120726102187533 -0.6334009463645955 False 0.071 Inputed -18.463973854038695 -17.983709239768416 """""" """""" """"""
-0.1287201209475356 0.3687418305422916 -8.298232777042474 18.71010353345312 6059.948619843466 191.7881969862439 47 36 36 53.062650500331074 59 True True 2019zro 112.75572916666665 27.733158333333332 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 112.75572916666665 27.733158333333332 TNS 2019zro ZTF19adbricc 2019zro SNIa 0.09 -0.12314602338379288 0.1626961140916947 -0.05756425382808317 0.011829509302678787 0.1626961140916947 0.3307878002538942 8.388643193895255 8.388643193895255 44.67400730643582 44.67400730643582 58855.18317130022 58846.24689809978 18.16932222710406 18.16932222710406 18.44029593842062 1.0018997410347088 0.3633252294908789 0.2924634436043042 112.75574703812299 27.7332380182685 0.0002958383913863605 19.475286370732782 20.312351840302945 19.695781106367114 0.034999999999999996 """""" """""" """""" """""" 0 False True all False False 0 0.3633252294908789 0.2924634436043042 112.75574703812299 27.7332380182685 0.0002958383913863605 19.475286370732782 20.312351840302945 19.695781106367114 0.034999999999999996 False False 0.3 0.7 1.5 0.02 8 3 8.936273200437427 0.2924634436043042 0.3633252294908789 0.6165707339358306 0.8049632116495955 2.143029613198884 1.255485167946496 False 0.09 Inputed -19.610088706758617 -19.881062418075174 """""" """""" """"""
-0.15611512385636275 0.2692273211746885 -6.494818755733361 18.42925132751585 6400.238971701916 150.80746145606088 100 73 73 56.00399299990386 63 True False 2020rwf 52.06829583333333 36.799530555555556 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 52.06829583333333 36.799530555555556 TNS 2020rwf ZTF20abushtf 2020rwf SNIa 0.08 -0.1881750387488097 0.1655097745808547 -0.10903216506185487 -0.023921319576874822 0.1655097745808547 0.3828470591566244 8.935268542149043 8.935268542149043 47.06872445775481 47.06872445775481 59087.49239580007 59080.46763890004 17.758605352786493 17.758605352786493 18.074738939925044 0.593169286681978 1.5113166465730739 0.8400085252753612 52.06809476 36.79936167 0.0039177994225246815 19.225436286354064 20.1911350107193 19.636467546081544 0.97 """""" """""" """""" """""" 0 False True all False False 0 1.5113166465730739 0.8400085252753612 52.06809476 36.79936167 0.0039177994225246815 19.225436286354064 20.1911350107193 19.636467546081544 0.97 False False 0.3 0.7 1.5 0.02 8 3 7.024756900034845 0.8400085252753612 1.5113166465730739 0.5546674646377561 0.55581239522511 2.4325296579328075 1.5617286061564997 False 0.08 Inputed -19.715195082146334 -20.031328669284886 """""" """""" """"""
-0.16750370842770312 0.2573969708582122 -6.891446615935134 17.027235555719628 5230.172093264985 170.3954612234769 108 78 78 72.92487270012498 41 True True 2020ndv 347.40874166666663 12.830002777777777 SNIa 0.035 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 347.40874166666663 12.830002777777777 TNS 2020ndv ZTF20abgbwmt 2020ndv SNIa 0.035 0.06796520183502963 0.4473288692792252 0.15440729867039238 0.24628035191765463 0.4473288692792252 0.6732570449558501 15.307737202132364 15.307737202132364 57.617135497992614 57.617135497992614 59032.48496530019 59018.387905099895 16.521794637755267 16.521794637755267 16.744377165249343 8.68633243505266 5.52293987017348 10.428318015755108 347.405780569258 12.83023826991125 0.004116798403524524 15.139005798389912 15.77196978905678 15.476292590916156 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7036761812580326 5.13589282665237 347.4094268422715 12.82874223247825 0.032622247451876585 20.64121071059227 20.750255598392485 20.4426142395401 0.25 False False 0.3 0.7 1.5 0.02 8 3 14.097060200292617 10.428318015755108 5.52293987017348 0.29567719814062343 1.8881824283608482 -0.7498248486984878 -1.2680845743331872 False 0.035 Inputed -19.227827530111025 -19.4504100576051 """""" """""" """"""
-0.012890034720041871 0.37376341392642876 -27.364967075098093 20.11873634853388 4099.42841528406 188.01864207033276 45 33 33 61.953263899777085 50 True True 2021hxv 186.90925416666664 1.917947222222222 SNII 0.078 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 186.90925416666664 1.917947222222222 TNS 2021hxv ZTF21aarytbc 2021hxv SNII 0.078 0.66628969089669 1.1455729945751187 0.7771224039346052 0.8937759009417476 1.1455729945751187 1.4238728055382666 95.94071931956914 95.94071931956914 -33.987455419792056 -33.987455419792056 59354.211342600174 59307.25395830022 19.809777471029957 20.090883391675035 19.809777471029957 0.7243986764781931 2.1243222253276053 3.086759152561106 186.908768055473 1.9186537292724548 0.003002131121687568 17.51843226358056 18.150346667102575 17.78327667001605 0.9899999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 2.8907893819371737 186.90995962647 1.91833152457245 0.0185902862208438 21.22240917937994 21.394578798820973 21.325676472626924 0.7625 False False 0.3 0.7 1.5 0.02 8 3 46.95738429995254 3.086759152561106 2.1243222253276053 0.3670699970865243 1.4530559986421443 -1.9405367245724605 -2.0265008010139063 False 0.078 Inputed -17.924227663281215 -17.643121742636136 """""" """""" """"""
-0.21375469561532434 0.1731999152881469 -9.210441885212008 16.89184039074666 5211.742013995481 138.72597964447976 115 58 58 73.93026619963348 44 True True 2020kyx 243.43962499999995 22.920661111111112 SNIa 0.031985 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 243.43962499999995 22.920661111111112 TNS 2020kyx ZTF20abbhyxu 2020kyx SNIa 0.031985 0.11072249624141506 0.6045169192086028 0.22098139604689138 0.33970804545391786 0.6045169192086028 0.9093887476900591 14.990985063237927 14.990985063237927 58.93928113639555 58.93928113639555 59009.267800900154 58993.26880790014 16.319379300613097 16.319379300613097 16.393094764269726 8.586577303789083 3.6237200075851113 9.356281689421062 243.44180351397802 22.9190092936668 0.0006989838341454613 13.460205658917427 14.580496542863845 13.83033450843811 0.9550000000000001 """""" """""" """""" """""" 0 False True all False False 0 3.6237200075851113 9.356281689421062 243.44180351397802 22.9190092936668 0.0006989838341454613 13.460205658917427 14.580496542863845 13.83033450843811 0.9550000000000001 False False 0.3 0.7 1.5 0.02 8 3 15.998993000015616 9.356281689421062 3.6237200075851113 0.7501620344257347 2.5819549164495728 -1.738882757749252 -2.5627602558316163 False 0.031985 Inputed -19.381893439493187 -19.455608903149816 """""" """""" """"""
-0.161284974629267 0.3850123654488419 -5.854597119762969 15.81139728455167 5498.831239661957 273.8602902809974 66 7 7 14.001759300008416 71 True True 2020bqm 10.289854166666665 16.461536111111112 SNIa 0.018173 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 10.289854166666665 16.461536111111112 TNS 2020bqm ZTF20aalkfui 2020bqm SNIa 0.018173 -0.027253624291457612 0.18233080659572565 0.02214704856113414 0.07350695803346952 0.18233080659572565 0.29968352372826246 14.065133332581079 14.065133332581079 -0.06337403257266239 -0.06337403257266239 58895.132407399826 58881.13064809982 15.527410188613453 15.527410188613453 15.597658142414629 3.382726028452102 9.409036472851685 28.68059964388993 10.291647018947799 16.4693152074097 0.0028483274185374663 12.509467834603786 13.562370625214577 12.917526732290984 0.945 """""" """""" """""" """""" 13 False True all False False 0 0.7 2.448809388387557 10.290349973425648 16.461049674605952 0.04302745690988086 22.685180268096925 19.46081387020588 19.794822043516636 0.7125 False False 0.3 0.7 1.5 0.02 8 3 14.001759300008416 28.68059964388993 9.409036472851685 0.6448438929235927 3.048197307624787 -1.9650395633988769 -2.6801314101236446 False 0.018173 Inputed -18.942210189769813 -19.012458143570992 """""" """""" """"""
-0.172042925284707 0.39468630023873225 -3.6212661999596807 18.72689695893675 5710.045672566948 205.24367701683207 21 10 10 30.98736110003665 84 True True 2019qo 184.72872333333 5.2491601111111 SNIa 0.076 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 184.72872333333 5.2491601111111 TNS 2019qo ZTF19aacilht 2019qo SNIa 0.076 -0.08099568971194415 0.19383291966310168 -0.017535823694423414 0.04933355528078209 0.19383291966310168 0.3536063570925947 10.758820520298114 10.758820520298114 20.22854057973854 20.22854057973854 58502.455613399856 58493.47920140019 18.3849122514531 18.3849122514531 18.51346602521355 1.5124271329039845 3.8049258619765833 39.86121967578035 184.7181768642145 5.245652413705409 0.011674001682653201 13.929390935544967 15.288426358746289 14.35863455769837 0.99 """""" """""" """""" """""" 54 True True all False False 0 2.928270137211225 4.5270227187420415 184.729985947512 5.249138415410091 0.0019020940728535773 16.013636489157676 17.334855155990123 16.432880960930586 0.9928571428571429 False False 0.3 0.7 1.5 0.02 8 3 8.976411999668926 39.86121967578035 3.8049258619765833 0.9297918010479194 10.476214549703009 -3.0964858927068093 -4.15483146751518 False 0.076 Inputed -19.163177259219147 -19.291731032979598 """""" """""" """"""
-0.1676020580679627 0.25481978891696866 -7.851229335485691 17.921353135495806 5256.536530865706 103.2127886022596 207 139 139 62.95447920029983 40 True True 2020bpi 200.87091666666663 62.44623055555555 SNIa 0.041 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 200.87091666666663 62.44623055555555 TNS 2020bpi ZTF20aakyoez 2020bpi SNIa 0.041 0.11236895227273891 0.8121613758656849 0.26267305530845064 0.42858416302139446 0.8121613758656849 1.2741908350843048 17.250057900838925 17.250057900838925 45.704421299460904 45.704421299460904 58895.45539350016 58878.51151619991 17.539762673929356 17.543301238052525 17.539762673929356 1.880712863183667 2.6919374936323566 21.686291711315945 200.883928233234 62.4464782280847 0.006967246856859011 14.817614946177603 15.971841713479758 15.198069635023476 0.9099999999999999 """""" """""" """""" """""" 5 True True all False False 0 2.6028145724420755 2.937568069661134 200.87068374830199 62.44703940236565 0.006349689581555573 18.16578021526098 18.788446231154204 18.443819080885053 0.99 False False 0.3 0.7 1.5 0.02 8 3 16.94387730024755 21.686291711315945 2.6919374936323566 0.7737720784562825 8.056016071180622 -1.5714595245727665 -2.3416930389058805 False 0.041 Inputed -18.779185719739672 -18.775647155616504 """""" """""" """"""
-0.13352512451126083 0.41568430734347683 -0.8248137610108639 18.984570628282334 5682.3809909179345 83.8946724234806 40 24 24 29.022673700004816 57 True True 2019fcw 228.03270041666 1.06049225 SNIa 0.087 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 228.03270041666 1.06049225 TNS 2019fcw ZTF19aauplxw 2019fcw SNIa 0.087 -0.08473835103473348 0.6960520295815158 0.07607010200236175 0.2583956631681943 0.6960520295815158 1.2475129882428782 8.768811972904409 8.768811972904409 20.253861727100407 20.253861727100407 58619.270416699816 58616.2510532001 18.67409168019994 18.67409168019994 18.840809308705172 0.7574852989392715 2.3294417573648993 3.497223578867229 228.0336401819685 1.06073894980273 0.0038340396136679056 17.567916815184354 18.187966990554333 17.822839401080607 0.9650000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.3294417573648993 3.497223578867229 228.0336401819685 1.06073894980273 0.0038340396136679056 17.567916815184354 18.187966990554333 17.822839401080607 0.9650000000000001 False False 0.3 0.7 1.5 0.02 8 3 3.019363499712199 3.497223578867229 2.3294417573648993 0.36512758947372603 1.5013140241906466 -0.4861246896456066 -1.0179699076245647 False 0.087 Inputed -19.134565144595555 -19.301282773100787 """""" """""" """"""
-0.14035175546294404 0.21217051478572044 -9.414471795712227 18.59591751044454 5651.885722631801 74.56680765954857 22 14 14 46.04504630016163 37 True True 2018itn 169.99924291666 61.981941111111 SNIa 0.065 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 169.99924291666 61.981941111111 TNS 2018itn ZTF18acnbenl 2018itn SNIa 0.065 0.07982186204682762 1.1042408495282032 0.28712853978984043 0.5246932453958877 1.1042408495282032 1.8506269491847043 11.651393195172671 11.651393195172671 34.39365310498896 34.39365310498896 58450.46840280015 58440.44881939981 18.156775547888174 18.156775547888174 18.214949687678924 3.035836972059485 1.8516280268895393 8.503462951719628 169.999917050784 61.98428186186345 0.010008270133796127 17.610626179172993 18.077566253141164 17.849067455198167 0.9899999999999999 """""" """""" """""" """""" 1 False True all False False 0 1.3452867340446406 6.807290517630523 170.00325604148048 61.98208851212975 0.025298757714116604 19.464368645400107 19.97754835491657 19.658558888707162 0.9700000000000001 False False 0.3 0.7 1.5 0.02 8 3 10.019583400338888 8.503462951719628 1.8516280268895393 0.2284987979429971 4.592425059586177 -0.07920929474700955 -0.36588223248075735 False 0.065 Inputed -19.11684282128248 -19.17501696107323 """""" """""" """"""
-0.13826017748369446 0.38566842160806347 -7.509939458502028 19.363751463981583 6057.132590035734 175.16739531842725 39 23 23 40.92055550031364 65 True True 2021cjx 148.00482916666664 21.174141666666667 SNIa 0.11 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 148.00482916666664 21.174141666666667 TNS 2021cjx ZTF21aahzspd 2021cjx SNIa 0.11 -0.12306041450175442 0.1933377674169563 -0.05105486452288588 0.02553870338347508 0.1933377674169563 0.3821046231246896 13.349457536650368 13.349457536650368 27.57109796366327 27.57109796366327 59266.280578699894 59252.312372699846 18.848824101533296 18.848824101533296 19.08767372360193 0.5709709430078993 0.8878054318566565 0.8128194047871012 148.00458828553 21.17411876345045 0.0017734991081064244 19.428714752631187 19.95135456755638 19.660316002328397 0.985 """""" """""" """""" """""" 0 False True all False False 0 0.8878054318566565 0.8128194047871012 148.00458828553 21.17411876345045 0.0017734991081064244 19.428714752631187 19.95135456755638 19.660316002328397 0.985 False False 0.3 0.7 1.5 0.02 8 3 13.968206000048667 0.8128194047871012 0.8878054318566565 0.2910385652279821 0.9155377694493962 1.102530466023083 0.572642278726466 False 0.11 Inputed -19.407486058827757 -19.646335680896392 """""" """""" """"""
-0.2063046531872445 0.16276358008898303 -9.705368432255625 18.092145900686027 6185.392704028669 105.39549947209056 64 49 49 73.7341088000685 30 True True 2019okb 6.4362454166666 20.277746638888 SNIa 0.064 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 6.4362454166666 20.277746638888 TNS 2019okb ZTF19abpzuzd 2019okb SNIa 0.064 -0.08797859389886042 0.5001309401614478 0.03799380307752642 0.17731595421136248 0.5001309401614478 0.8895284951469975 14.089513353943662 14.089513353943662 59.64459544612484 59.64459544612484 58727.3990162001 58712.40401619999 17.372371783818647 17.372371783818647 17.568432216150622 2.949048159773353 1.0171586436385136 1.1414311414257412 6.436435990317585 20.2780085046992 0.0038574337645399526 19.984889682462217 20.929688900208475 20.1650237686491 0.95 """""" """""" """""" """""" 0 False True all False False 0 1.0171586436385136 1.1414311414257412 6.436435990317585 20.2780085046992 0.0038574337645399526 19.984889682462217 20.929688900208475 20.1650237686491 0.95 False False 0.3 0.7 1.5 0.02 8 3 14.995000000111759 1.1414311414257412 1.0171586436385136 0.7646651315593758 1.122176121261368 3.5573171163898287 2.5965915524984773 False 0.064 Inputed -19.729199667525947 -19.925260099857923 """""" """""" """"""
-0.16463415814187618 0.27669188942085243 -4.232401980508998 18.519004324931387 5576.189922956024 146.26911294208398 47 27 27 56.949594900012016 65 True True 2020adcp 18.4851625 19.524877777777778 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 18.4851625 19.524877777777778 TNS 2020adcp ZTF20acynaba 2020adcp SNIa 0.07 -0.03573091173918641 0.38163659912197545 0.0577187231557339 0.1581743838203593 0.38163659912197545 0.6379255844933951 14.56354251272283 14.56354251272283 42.38605238728918 42.38605238728918 59210.19557869993 59199.20391200017 18.10352378516345 18.10352378516345 18.19874472864992 1.3448679158529635 1.521629501125402 2.4238839850206095 18.48572600588445 19.525291620074448 0.002797757723530969 18.21505649298787 19.510780449233053 18.592263113319873 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.521629501125402 2.4238839850206095 18.48572600588445 19.525291620074448 0.002797757723530969 18.21505649298787 19.510780449233053 18.592263113319873 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 10.991666699759662 2.4238839850206095 1.521629501125402 0.9185173359131795 1.5929528069926993 1.4072566640696031 0.39351838466995304 False 0.07 Inputed -19.296421222940875 -19.391642166427346 """""" """""" """"""
-0.014692086851982533 0.10063626607528812 4.738411338160518 18.879413192686386 4200.489029257769 364.9357026524707 1467 110 110 72.99688659980893 64 True True 2020nps 241.32543749999996 52.12016388888889 SNIIn 0.046 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 241.32543749999996 52.12016388888889 TNS 2020nps ZTF18aakycpv 2020nps SNIIn 0.046 0.32638189692651665 0.5226904854002683 0.3734624375748403 0.42185528492617763 0.5226904854002683 0.6291199965416787 218.10956942135775 218.10956942135775 -145.11268282154882 -145.11268282154882 59057.3285069 59000.24846060015 18.565478058954216 18.931394464795286 18.565478058954216 2.39890088009859 2.5592465032435583 0.0899676523723436 241.325398313963 52.12017064479855 0.0005702039805376424 15.397925651950835 16.475790396224856 15.80014864377439 0.96 """""" """""" """""" """""" 0 False True all False False 0 2.5592465032435583 0.0899676523723436 241.325398313963 52.12017064479855 0.0005702039805376424 15.397925651950835 16.475790396224856 15.80014864377439 0.96 False False 0.3 0.7 1.5 0.02 8 3 57.08004629984498 0.0899676523723436 2.5592465032435583 0.6756417524504652 0.035153961237543815 -2.4556040685704303 -2.765329415179826 False 0.046 Inputed -18.00594168411492 -17.64002527827385 """""" """""" """"""
-0.2272377646686296 0.1384637027286197 -13.046303479969074 19.403077101809316 4235.459602229059 162.86764175016754 64 28 28 48.853830999694765 317 True True 2020itj 218.70164166666663 8.169561111111111 SNIb 0.033 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 218.70164166666663 8.169561111111111 TNS 2020itj ZTF20aaxvzja 2020itj SNIb 0.033 0.47636092968049937 0.9881642760104512 0.5931092144625225 0.7170831821066983 0.9881642760104512 1.2927476645899283 10.567468181283587 10.567468181283587 38.28636281841118 38.28636281841118 58985.27239579987 58970.35940970015 18.86088525331959 18.986389529906393 18.86088525331959 1.4865551974678008 8.862481550340897 15.289534411100624 218.703580388303 8.165772309081085 0.0016992749510892358 12.834776811676026 14.672164711197615 13.858690067874193 0.8949999999999999 """""" """""" """""" """""" 68 True True all False False 0 2.4538084616553095 0.38279931764374603 218.701556779995 8.169495945959275 0.0011196031113942517 16.38942866763353 17.050904455441238 17.294218500103952 0.9 False False 0.3 0.7 1.5 0.02 8 3 14.912986099720001 15.289534411100624 8.862481550340897 0.8134746433234223 1.725197883262449 -4.314224818708778 -5.002195185445398 False 0.033 Inputed -16.982483560593888 -16.856979284007085 """""" """""" """"""
-0.2080805371388037 0.18791421568845526 -6.585198805958715 17.623118419653725 5183.324321317974 125.86773055368869 94 90 90 70.97003469988704 68 True False 2020ugz 122.25370833333334 72.04143888888889 SNIa 0.047 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 122.25370833333334 72.04143888888889 TNS 2020ugz ZTF20acfasbq 2020ugz SNIa 0.047 0.09810144118014108 0.6460197599745321 0.2190094463920289 0.35019441451925104 0.6460197599745321 0.9913306006791416 13.327597974990349 13.327597974990349 57.64243672489669 57.64243672489669 59130.39829860022 59118.519745400175 17.154728268385913 17.154728268385913 17.170950382296876 4.086096591575473 3.8456323152207963 9.488014610420512 122.25476621 72.04405419 0.0014577836603227867 14.345105693256855 15.227450497603417 14.549326121509075 0.96 """""" """""" """""" """""" 1 False True all False False 0 1.6591419232249487 5.067609694784867 122.25248213 72.04279484 0.005667408431850762 17.98069787759781 19.73083619248867 18.358615638542176 0.1 False False 0.3 0.7 1.5 0.02 8 3 11.878553200047463 9.488014610420512 3.8456323152207963 0.6781243760943418 2.4672183486880646 -1.9272777707824957 -2.621624260787801 False 0.047 Inputed -19.44768592029784 -19.463908034208803 """""" """""" """"""
-0.14988414260143185 0.3993255821785071 -4.920578805892415 18.695251602702477 5884.509439805212 176.0811592094861 41 22 22 36.039479200262576 49 True True 2021mqj 180.8643875 6.171383333333334 SNIa 0.085 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 180.8643875 6.171383333333334 TNS 2021mqj ZTF21abbodnh 2021mqj SNIa 0.085 -0.10583402338341585 0.21342263479465728 -0.033114886197878945 0.044194194478549775 0.21342263479465728 0.40360616046275055 13.28297628018929 13.28297628018929 22.756502920073288 22.756502920073288 59361.25462959986 59349.17565969983 18.25791507001908 18.25791507001908 18.500160824465137 0.5046555082567361 0.5859693367516432 3.199601960149977 180.8634937252545 6.171401378747699 0.022443388793748187 21.317340258431734 21.7469835968405 21.64436017974913 0.53125 """""" """""" """""" """""" 0 False True all False False 0 0.5859693367516432 3.199601960149977 180.8634937252545 6.171401378747699 0.022443388793748187 21.317340258431734 21.7469835968405 21.64436017974913 0.53125 False False 0.3 0.7 1.5 0.02 8 3 12.078969900030643 3.199601960149977 0.5859693367516432 0.10262341709137246 5.460357324987628 3.48906852682142 3.144199355283991 False 0.085 Inputed -19.423776791497808 -19.666022545943864 """""" """""" """"""
-0.1296361887798966 0.2803449256037056 -7.1743490744968526 17.953535258026562 5603.201909808344 128.7355515142146 45 40 40 71.98770840000361 32 True True 2019hxe 26.895249999999 25.848861 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 26.895249999999 25.848861 TNS 2019hxe ZTF19ababmsi 2019hxe SNIa 0.06 -0.006453953534915513 0.48837705228782013 0.10277751835120341 0.22127496843710048 0.48837705228782013 0.7998565455691597 10.631129670270619 10.631129670270619 61.356578729732995 61.356578729732995 58660.4479398001 58652.45248840004 17.498896431732522 17.498896431732522 17.67703687129683 4.015126725914329 3.647488403640218 26.81657664413679 26.899205514813502 25.855404483691352 0.026805155868573904 16.02991888037443 16.723362725400925 16.30878649265766 0.9949999999999999 """""" """""" """""" """""" 7 False True all False False 0 0.7 10.90736255404904 26.89221236 25.85016741 0.9847300655542063 25.098224759459494 23.40256931118965 24.326324796438218 0.1 False False 0.3 0.7 1.5 0.02 8 3 7.995451400056481 0.0 0.0 0.0 0.0 6.141103568267479 5.592963128703168 True 0.06 Inputed -19.47846410990097 -19.65660454946528 """""" """""" """"""
-0.14333580720930983 0.31459080963200076 -4.983394278319952 18.89987348411804 5857.082674371811 64.41798477069597 38 22 22 39.867071699816734 60 True True 2021vgg 18.723741666666665 43.103147222222226 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 18.723741666666665 43.103147222222226 TNS 2021vgg ZTF21abrofrx 2021vgg SNIa 0.09 -0.03668085090482265 1.1041312840540307 0.18549469685808972 0.44630014857835576 1.1041312840540307 1.9858372475221273 12.003641134828602 12.003641134828602 27.863430564988132 27.863430564988132 59443.351736099925 59434.43304400006 18.58004434534348 18.58004434534348 18.75450934861437 0.8539143800923342 3.754140249791106 10.86210698331802 18.7263464619518 43.105489658447155 0.001969434660580194 14.536070810244084 15.58705833111286 14.921723100221158 0.97 """""" """""" """""" """""" 1 False True all False False 0 1.037133790694403 9.238170149198647 18.7249516668459 43.1055565195733 0.04294252360214024 19.495244611296652 17.476727400455474 18.02663133292675 0.9166666666666666 False False 0.3 0.7 1.5 0.02 8 3 8.9186920998618 10.86210698331802 3.754140249791106 0.6653352308917029 2.8933673918875105 -2.9929860142306204 -3.8327862483932122 False 0.09 Inputed -19.295875296564866 -19.470340299835755 """""" """""" """"""
-0.020685479120222408 0.25386875212721094 -6.819698085006473 19.149364145142155 2885.1852963517504 286.9186338716128 8 8 8 33.034953699912876 36 True True 2019sms 164.52296583333 40.188692388888 SNII 0.03021 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 164.52296583333 40.188692388888 TNS 2019sms ZTF19acbwccr 2019sms SNII 0.03021 1.1875491624716297 1.5638832903362427 1.2770968471070745 1.3696106402597295 1.5638832903362427 1.7710859037766227 70.46266682570607 70.46266682570607 -37.4277131257932 -37.4277131257932 58776.51343750022 58765.506446800195 18.921935099304378 20.026800363519612 18.921935099304378 1.8110575618220903 8.49954141916551 8.883595586717892 164.5252810348835 40.190413253942054 0.003974354499248656 14.478776562018096 15.52691305611074 14.813936711251735 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 8.49954141916551 8.883595586717892 164.5252810348835 40.190413253942054 0.003974354499248656 14.478776562018096 15.52691305611074 14.813936711251735 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 11.006990700028837 8.883595586717892 8.49954141916551 0.7129763448590047 1.0451852810183833 -4.499887307408873 -4.107998388052643 False 0.03021 Inputed -16.728122650244586 -15.62325738602935 """""" """""" """"""
-0.19896750376418018 0.23441772130767974 -9.759699510718395 17.650738229474424 5852.535744890785 119.4212029550099 72 50 50 73.83780089998618 51 True True 2021jwl 233.89276249999998 5.392227777777778 SNIa 0.038 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 233.89276249999998 5.392227777777778 TNS 2021jwl ZTF21aavhlry 2021jwl SNIa 0.038 -0.029893961395156765 0.5008433439754612 0.08606048534944222 0.21268818754189311 0.5008433439754612 0.840849799583026 14.331123189353448 14.331123189353448 59.50667771063273 59.50667771063273 59334.23678239994 59317.43685190007 17.107997262896294 17.107997262896294 17.197072173949866 4.4361805390236215 4.359014372187795 4.136452232368034 233.893541243278 5.39307580463719 0.0020363537148957445 15.405634335243702 16.03041266723156 15.622556530499459 0.9949999999999999 """""" """""" """""" """""" 3 False True all False False 0 0.7 2.575927353330396 233.893251662937 5.39170354179151 0.050162079096893186 22.790352809791564 24.21801258740902 24.633379058618544 0.35 False False 0.3 0.7 1.5 0.02 8 3 16.799930499866605 4.136452232368034 4.359014372187795 0.4078561367321001 0.9489420954333636 -1.0775845956647352 -1.5745156434504075 False 0.038 Inputed -18.955298476943728 -19.0443733879973 """""" """""" """"""
-0.13791600381084052 0.3285528243870308 -7.731372733200372 18.905030490857747 5029.203511276272 117.79452070451799 40 14 14 30.841585699934512 117 True False 2020rak 284.4717999999999 35.7549 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 284.4717999999999 35.7549 TNS 2020rak ZTF20abqnztv 2020rak SNIa 0.07 0.1630672442303407 0.7815404664859571 0.29857346863131085 0.4462620541958344 0.7815404664859571 1.176336897236336 12.296802090147867 12.296802090147867 18.544783609786645 18.544783609786645 59080.30778940022 59068.35016199993 18.646758659355637 18.742313466445243 18.646758659355637 0.8772109767519115 1.3255565488503338 2.2029816619093534 284.47251153 35.75469739 0.0010335867644976071 17.22205728867054 17.637071641540526 17.422023932361604 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.3255565488503338 2.2029816619093534 284.47251153 35.75469739 0.0010335867644976071 17.22205728867054 17.637071641540526 17.422023932361604 0.99 False False 0.3 0.7 1.5 0.02 8 3 11.957627400290221 2.2029816619093534 1.3255565488503338 0.21504770917892202 1.661929597662218 -1.1052418249047165 -1.2247347269940327 False 0.07 Inputed -18.84840729223516 -18.752852485145553 """""" """""" """"""
-0.02846499381744824 0.628109907572026 -31.493089611520865 18.69325455814864 4367.777955000378 483.04730595108265 71 58 58 74.95299770031124 58 True True 2020lid 5.0032541666666654 -6.334461111111111 SNIb 0.14 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 5.0032541666666654 -6.334461111111111 TNS 2020lid ZTF20abjtavx 2020lid SNIb 0.14 0.39400757624020954 0.5461328599783712 0.4308745542992938 0.4685094640488714 0.5461328599783712 0.6269798129880364 -15.155825716373304 -15.155825716373304 90.10882341668454 90.10882341668454 59036.38064809982 59036.38064809982 18.367128349858124 19.281250306908625 18.367128349858124 1.677046793371436 8.738738219144539 11.5604560754249 5.00014417757089 -6.3335906289083255 0.0020330377682836742 13.362416213427782 14.34492457464695 13.646227973639965 1.0 """""" """""" """""" """""" 0 False True all False False 0 8.738738219144539 11.5604560754249 5.00014417757089 -6.3335906289083255 0.0020330377682836742 13.362416213427782 14.34492457464695 13.646227973639965 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 11.5604560754249 8.738738219144539 0.6986966010069846 1.3228976295569348 -4.936325732261675 -4.720900376218159 False 0.14 Inputed -20.664398517950634 -19.750276560900133 """""" """""" """"""
-0.12354994492266796 0.41555824440715144 -2.410245394102456 18.84119470353289 5577.447026931657 163.68506961725114 24 13 13 33.75995370000601 52 True True 2018kxo 135.65181749999 11.486047388888 SNIa 0.105 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 135.65181749999 11.486047388888 TNS 2018kxo ZTF18adazbol 2018kxo SNIa 0.105 -0.0546022135863069 0.3070925036915959 0.02730160235322643 0.11470618317215298 0.3070925036915959 0.5248241309930535 11.695088819729765 11.695088819729765 22.064864880276243 22.064864880276243 58482.51444440009 58475.516620399896 18.618113074835357 18.618113074835357 18.654078408584535 0.34173533845238935 0.7657156738434163 0.20580811342599425 135.65185993318 11.4860081574352 0.00029034874087274787 17.662406374365688 18.868723232624532 18.039014797859192 0.945 """""" """""" """""" """""" 0 False True all False False 0 0.7657156738434163 0.20580811342599425 135.65185993318 11.4860081574352 0.00029034874087274787 17.662406374365688 18.868723232624532 18.039014797859192 0.945 False False 0.3 0.7 1.5 0.02 8 3 6.997824000194669 0.20580811342599425 0.7657156738434163 0.8297084347653403 0.26877876535159007 0.2506101577891755 -0.6150636107253433 False 0.105 Inputed -19.737851642129304 -19.773816975878482 """""" """""" """"""
-0.1563404789629939 0.1525882527702352 -13.238669706734843 17.411780914119753 5546.288451841405 111.46802647386154 70 50 50 73.95298610022292 48 True True 2021msu 223.6370375 9.228111111111112 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 223.6370375 9.228111111111112 TNS 2021msu ZTF21abbxdcm 2021msu SNIa 0.05 0.09630094498667319 0.727662251248816 0.23338897646954138 0.38367262582290707 0.727662251248816 1.1367978852065193 17.8077177850868 17.8077177850868 56.145268315136114 56.145268315136114 59372.31664349977 59353.29537039995 16.851124780635566 16.862945766290952 16.851124780635566 6.268913037761565 3.04814781990751 0.28228988283026324 223.63707102284002 9.22818220156515 0.0015219119859157804 16.22799314891398 16.93556488787651 16.49805125526905 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.04814781990751 0.28228988283026324 223.63707102284002 9.22818220156515 0.0015219119859157804 16.22799314891398 16.93556488787651 16.49805125526905 1.0 False False 0.3 0.7 1.5 0.02 8 3 19.021273099817336 0.28228988283026324 3.04814781990751 0.4375136326074589 0.09261029960116197 0.07261912158555717 -0.35307352536651493 False 0.05 Inputed -19.90341385053971 -19.891592864884323 """""" """""" """"""
-0.1174250574634087 0.4239095987972912 -5.785623592224259 18.829929801536736 5899.829657632459 110.5018045866063 14 12 12 30.992419000249356 46 True True 2018icp 9.0989779166666 -9.341668805555 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 9.0989779166666 -9.341668805555 TNS 2018icp ZTF18acbxsgy 2018icp SNIa 0.1 -0.07843389307562632 0.4815463326916003 0.04240665312571679 0.1754211454128587 0.4815463326916003 0.84776166839859 4.541638362163636 4.541638362163636 26.45078063808572 26.45078063808572 58428.2115162001 58425.19304399984 18.462550432371952 18.462550432371952 18.641896395025046 1.296946846301966 1.208940783823139 1.97108244300883 9.099369296705275 -9.341280683397756 0.008013319976147182 20.1847470203042 20.846383771045208 20.443999442374704 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.208940783823139 1.97108244300883 9.099369296705275 -9.341280683397756 0.008013319976147182 20.1847470203042 20.846383771045208 20.443999442374704 0.975 False False 0.3 0.7 1.5 0.02 8 3 3.0184722002595663 1.97108244300883 1.208940783823139 0.4023843286705038 1.6304210010812143 2.3838333386732558 1.8021030473496573 False 0.1 Inputed -19.64184570344588 -19.821191666098976 """""" """""" """"""
-0.15817898872573372 0.33361487969526615 -5.9361166027719765 18.923466255389382 5783.321150460832 119.80622678373491 55 38 38 38.900601900182664 41 True True 2020bjg 175.5791708333333 44.962025000000004 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 175.5791708333333 44.962025000000004 TNS 2020bjg ZTF20aakbtyz 2020bjg SNIa 0.09 -0.05644804594343 0.46135268626912307 0.05664282699140344 0.1801712467919394 0.46135268626912307 0.7932046094618102 13.85936011833492 13.85936011833492 25.041241781847745 25.041241781847745 58888.303368099965 58875.44792820001 18.533620014822507 18.533620014822507 18.629356790824133 0.6782205175355499 1.4813499291260617 2.659091728978318 175.5797504782975 44.962639303657696 0.0025136287507688815 18.013463585698602 18.813842532849314 18.34968445489049 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.4813499291260617 2.659091728978318 175.5797504782975 44.962639303657696 0.0025136287507688815 18.013463585698602 18.813842532849314 18.34968445489049 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 12.855439899954945 2.659091728978318 1.4813499291260617 0.4641580779588246 1.7950463132955206 0.2802225180268074 -0.27967233593364327 False 0.09 Inputed -19.421027854355103 -19.51676463035673 """""" """""" """"""
-0.21053888040628818 0.2285171979277342 -7.242833995192488 17.497134048077466 5604.876373966668 115.05908661561736 49 33 33 64.87388879992068 109 True True 2021oez 227.45366666666663 0.5335 SNIa 0.039074 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 227.45366666666663 0.5335 TNS 2021oez ZTF21abdlvxh 2021oez SNIa 0.039074 0.002916059146386374 0.5715709195181446 0.12663852557491495 0.2621064712212444 0.5715709195181446 0.9385443333994843 13.711266242492576 13.711266242492576 51.1626225574281 51.1626225574281 59379.2974537001 59365.354618099984 16.9190298691003 16.9190298691003 17.101922901908146 7.898515725670554 5.023158248490077 13.944375267431786 227.45493519021448 0.5298401495650105 0.000896002707450827 12.80518587232828 14.057744185125827 13.223649374701978 0.9549999999999998 """""" """""" """""" """""" 3 False True all False False 0 5.235783419217513 9.18942221916168 227.45130926 0.53252073 0.0020530628431137954 14.449710510635375 16.257930857634545 14.690932232999801 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.942835600115359 13.944375267431786 5.023158248490077 0.8340948104238493 2.7760175128114586 -2.8612856839744722 -3.8782735272061686 False 0.039074 Inputed -19.11153483999441 -19.294427872802256 """""" """""" """"""
-0.09657313057183252 0.3745971611350294 -18.962191239917708 18.49238831705082 4911.746063737157 163.15624227479444 9 9 9 31.03674769960344 34 True False 2019hwj 12.931332916666 -12.21275 SNIa 0.064 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 12.931332916666 -12.21275 TNS 2019hwj ZTF19abcejlc 2019hwj SNIa 0.064 0.28088114592649305 0.7387062577708825 0.38511225435351193 0.49594360913791746 0.7387062577708825 1.011969909644158 -8.772606665820652 -8.772606665820652 39.80935436542409 39.80935436542409 58662.465057900175 58662.44293980021 18.456723101702448 18.75162382690565 18.456723101702448 1.6551721981057637 1.1646408411436606 1.8629510371875675 12.93101495 -12.21316378 0.0004967163695064336 16.638165200293063 17.81389154136181 17.076652299702168 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.1646408411436606 1.8629510371875675 12.93101495 -12.21316378 0.0004967163695064336 16.638165200293063 17.81389154136181 17.076652299702168 0.99 False False 0.3 0.7 1.5 0.02 8 3 0.022118099965155125 1.8629510371875675 1.1646408411436606 0.7372392416596405 1.5995927425644598 -0.9377322855438415 -1.3800708020002794 False 0.064 Inputed -18.84090878197412 -18.54600805677092 """""" """""" """"""
-0.17256809572084914 0.24980803324534157 -9.690844989969387 19.150257053368094 6055.492699263894 137.07960560389068 36 20 20 51.00359949981794 39 True True 2020lgo 194.86122916666662 38.079797222222226 SNIa 0.106 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 194.86122916666662 38.079797222222226 TNS 2020lgo ZTF20abblqtl 2020lgo SNIa 0.106 -0.08818717703637446 0.34292638682317644 0.007500882341162196 0.11094493094242353 0.34292638682317644 0.61165097104087 13.403347800658551 13.403347800658551 37.60025169915939 37.60025169915939 59009.259166699834 58994.2027431 18.631562042290806 18.631562042290806 18.78620786591467 0.5591364443646093 0.8155574139165227 0.3498189706537438 194.8612841673985 38.079710227880554 0.005968802559840114 21.443234316379726 21.96389743036449 21.572003324049113 0.24000000000000005 """""" """""" """""" """""" 0 False True all False False 0 0.8155574139165227 0.3498189706537438 194.8612841673985 38.079710227880554 0.005968802559840114 21.443234316379726 21.96389743036449 21.572003324049113 0.24000000000000005 False False 0.3 0.7 1.5 0.02 8 3 15.05642359983176 0.3498189706537438 0.8155574139165227 0.3918941063153767 0.42893236537918333 3.332335388073684 2.7857954581344444 False 0.106 Inputed -19.626749859590575 -19.781395683214438 """""" """""" """"""
-0.1454866874165613 0.2715164389050068 -9.491409078917448 16.923240332918773 6201.376348590108 72.90660123148143 37 37 37 44.9754281998612 98 True True 2021vhh 60.93256249999999 13.245491666666666 SNIa 0.037404 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 60.93256249999999 13.245491666666666 TNS 2021vhh ZTF21abrpdsp 2021vhh SNIa 0.037404 -0.042320492607636595 0.9231866883788946 0.15120634388424747 0.37437072200699717 0.9231866883788946 1.6360619276938522 14.490512991915068 14.490512991915068 30.48491520794613 30.48491520794613 59449.46534720017 59434.44460650021 16.448276107079305 16.448276107079305 16.641259323277616 2.9136198004846587 5.690136346757388 1.1896464521491417 60.93222311948105 13.2454833264085 0.00043292329706434707 12.918361471214295 14.131266246089936 13.276433299074174 0.9800000000000001 """""" """""" """""" """""" 0 True True all False False 0 5.690136346757388 1.1896464521491417 60.93222311948105 13.2454833264085 0.00043292329706434707 12.918361471214295 14.131266246089936 13.276433299074174 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 15.020740699954331 1.1896464521491417 5.690136346757388 0.8548329470157618 0.20907169523751043 -2.3170098609893692 -3.364826024203442 False 0.037404 Inputed -19.47646900254114 -19.66945221873945 """""" """""" """"""
-0.13440285485494213 0.3005332877530301 -4.038369798895765 18.45223616224586 6166.632223134359 196.07948987848823 25 10 10 21.997256899718195 39 True False 2021duk 80.82154583333333 -14.029761111111112 SNII 0.015 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 80.82154583333333 -14.029761111111112 TNS 2021duk ZTF21aanfuuk 2021duk SNII 0.015 -0.17111572731429092 0.09601530875561792 -0.10977320488350273 -0.04490227457878504 0.09601530875561792 0.25285530597398775 10.947375045540468 10.947375045540468 11.049881854177727 11.049881854177727 59276.18884260021 59270.14782410022 18.085217233972156 18.085217233972156 18.186508485456983 2.056965603346472 0.7685295415492223 2.676782394435152 80.82215966 -14.03020634 0.008055179649476218 20.219458502435685 22.989130584716797 21.797009871196746 0.9 """""" """""" """""" """""" 1 False True all False False 0 0.7 0.7908625285713389 80.82161691 -14.02955253 0.00993988978716931 22.213910060453415 21.482025058078765 20.92957907218933 0.9333333333333332 False False 0.3 0.7 1.5 0.02 8 3 6.041018499992788 2.676782394435152 0.7685295415492223 1.1921207135200511 3.4829921944694835 4.9039133507446415 3.610501385739763 False 0.015 Inputed -15.934918848187595 -16.03621009967242 """""" """""" """"""
-0.18826113075826328 0.26772635430747693 -8.36938471569474 18.711150874060404 5065.054161765644 159.11031812400415 41 22 22 44.94231479987502 37 True True 2018lpb 238.58003541666 39.453919305555 SNIa 0.07109 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 238.58003541666 39.453919305555 TNS 2018lpb ZTF18aaunfqq 2018lpb SNIa 0.07109 0.1326282840742543 0.5612764206936731 0.22977151220909775 0.3333786536016099 0.5612764206936731 0.8190952513015155 13.494059182071368 13.494059182071368 31.448255617803653 31.448255617803653 58269.26997689996 58254.40633099992 18.318879327745623 18.318879327745623 18.333693574251914 3.0255891242558905 1.618407975691297 1.3041896029562923 238.5795673068215 39.4538947905568 0.0009489570649702239 17.077152993648944 17.947486375338435 17.42689374492377 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.618407975691297 1.3041896029562923 238.5795673068215 39.4538947905568 0.0009489570649702239 17.077152993648944 17.947486375338435 17.42689374492377 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.863645900040865 1.3041896029562923 1.618407975691297 0.5205926304146651 0.805847241576533 -0.37139295240718795 -0.9067998293281434 False 0.07109 Inputed -19.195554771781566 -19.210369018287857 """""" """""" """"""
-0.11732219561936283 0.3324558362717736 -6.798120643337446 18.608823662906396 5843.722741724358 78.71759304632872 23 19 19 48.86093749990687 53 True True 2019ced 206.66445 23.399445388888 SNIa 0.069 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 206.66445 23.399445388888 TNS 2019ced ZTF19aanhlxe 2019ced SNIa 0.069 -0.021735588551646146 0.867089820711378 0.15949184240643177 0.36624634576540416 0.867089820711378 1.5057770179610408 10.597054663124371 10.597054663124371 38.2638828367825 38.2638828367825 58575.317534700036 58567.308888900094 18.1862779417048 18.1862779417048 18.28816366570004 2.2866271099614437 3.0227720383640646 6.046019058158482 206.66519939523351 23.4009775565751 0.0030330127954448782 16.24902588448972 17.167320828015207 16.587330537176133 1.0 """""" """""" """""" """""" 2 False True all False False 0 0.28376699635694363 3.454425401070114 206.66419929695252 23.39851381978335 0.02548185777113343 21.415409704181847 23.457061775562764 23.025188581584693 0.04 False False 0.3 0.7 1.5 0.02 8 3 8.008645799942315 6.046019058158482 3.0227720383640646 0.5799902908390742 2.0001571343866904 -1.018957113689595 -1.7008331285239073 False 0.069 Inputed -19.17526999757222 -19.277155721567457 """""" """""" """"""
-0.014321394288110037 0.3492046012286811 -21.938451048987226 18.95067383670619 4520.903502816106 202.12316961047065 53 35 35 71.9077662001364 58 True True 2021hac 213.1269083333333 34.55011111111111 SNII 0.0316 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 213.1269083333333 34.55011111111111 TNS 2021hac ZTF21aaqldsj 2021hac SNII 0.0316 0.409738655618348 0.7982684760454859 0.499916795846989 0.5946112131036294 0.7982684760454859 1.0222410761859422 76.494008435354 76.494008435354 -4.586242235217618 -4.586242235217618 59322.25491899997 59297.285786999855 18.79919322157157 18.9625169266547 18.79919322157157 0.7488304808790843 2.4783738993648194 5.380149012208517 213.12572240109398 34.54898000748911 0.0011161540878777965 15.342630318758488 15.72061769559443 15.46138579834819 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 1.652575651502702 3.8616775628705153 213.128010188874 34.5495392208393 0.004034465420053368 17.993964540935753 17.848659866088628 18.021695620245932 0.99 False False 0.3 0.7 1.5 0.02 8 3 24.96913200011477 5.380149012208517 2.4783738993648194 0.2592318972462415 2.170838312002637 -3.2418992310602697 -3.3378074232233814 False 0.0316 Inputed -16.949292417671742 -16.785968712588613 """""" """""" """"""
-0.14076203763707404 0.37140938860901 -8.020010019479043 18.490641831234143 4838.615268070436 68.79384879693023 33 16 16 26.94693290023133 64 True True 2021fop 116.67876666666665 7.210738888888889 SNIc-BL 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 116.67876666666665 7.210738888888889 TNS 2021fop ZTF21aapecxb 2021fop SNIc-BL 0.05 0.3063997026385863 1.615556059920749 0.5683836963402484 0.8705107230114422 1.615556059920749 2.589758705638875 3.028893531997399 3.028893531997399 23.918039368233934 23.918039368233934 59294.225544000044 59290.2129861 18.32032656311675 18.490775368951677 18.32032656311675 1.2298822389930844 1.9637522483253027 1.3706161607378893 116.67839107 7.21066077 0.0032167519900079267 18.22288872897625 18.971553143262863 18.477915206766127 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.9637522483253027 1.3706161607378893 116.67839107 7.21066077 0.0032167519900079267 18.22288872897625 18.971553143262863 18.477915206766127 1.0 False False 0.3 0.7 1.5 0.02 8 3 4.012557900045067 1.3706161607378893 1.9637522483253027 0.4936379364967358 0.6979577805228523 0.4807777743111856 0.15758864364937608 False 0.05 Inputed -18.434212068058525 -18.2637632622236 """""" """""" """"""
-0.02188228005854219 0.31155939207776373 -18.282408856840238 19.180755143299272 4449.061323305976 250.60609086682138 16 16 16 44.96447920007631 45 True False 2021stu 2.2425791666666663 -14.54865 SNII 0.034 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 2.2425791666666663 -14.54865 TNS 2021stu ZTF21abjamsb 2021stu SNII 0.034 0.3752797497806739 0.6768275509841359 0.4462673805431905 0.5201271487765524 0.6768275509841359 0.846146377960018 39.01229414438612 39.01229414438612 5.952185055690194 5.952185055690194 59401.45932869986 59397.45730319992 18.96469087058543 19.578483055874297 18.96469087058543 0.964765252233485 1.167960096661814 45.943651267273665 2.24127244 -14.53595071 0.5734431514823474 19.23773342939615 20.707951334774496 19.619065847325324 0.96 """""" """""" """""" """""" 22 False True all False False 0 0.7105017450448123 16.623011342551994 2.23863204 -14.54605684 0.9001927476690708 23.216902129507066 22.878093957853316 22.61702387075424 0.26666666666666666 False False 0.3 0.7 1.5 0.02 8 3 4.0020254999399185 0.0 0.0 0.0 0.0 4.061516944125703 4.305309129414571 True 0.034 Inputed -16.944036166698602 -16.330243981409733 """""" """""" """"""
-0.14804891770592943 0.27303969146127205 -9.986221118724794 17.921977482724557 6399.929389775801 96.73000094600876 44 26 26 40.80326390033588 69 True False 2020aafx 86.45197499999999 9.502011111111111 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 86.45197499999999 9.502011111111111 TNS 2020aafx ZTF20acpmxdg 2020aafx SNIa 0.05 -0.11654507736352926 0.5208958892157227 0.017979844910300358 0.16817707173026264 0.5208958892157227 0.9533780042524533 10.74150544524541 10.74150544524541 30.06175845509047 30.06175845509047 59176.38050930016 59164.42108799983 17.32748912005093 17.32748912005093 17.54320322239804 1.1395341245805106 1.110663055443937 2.310571787915716 86.45163257 9.50146533 0.004326174481426137 19.29977658920288 19.619735145187377 18.993823891830445 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.110663055443937 2.310571787915716 86.45163257 9.50146533 0.004326174481426137 19.29977658920288 19.619735145187377 18.993823891830445 0.99 False False 0.3 0.7 1.5 0.02 8 3 11.959421300329268 2.310571787915716 1.110663055443937 0.6259112533569322 2.0803535118867984 2.2922460251364463 1.4506206694324035 False 0.05 Inputed -19.211335408777234 -19.427049511124345 """""" """""" """"""
-0.1887972421838505 0.23485380236341463 -8.61649619903341 17.291719555328193 5178.844629638146 195.654204778686 65 45 45 54.95863429969177 42 True True 2021vil 241.95041666666663 39.19363055555555 SNIa 0.0378 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 241.95041666666663 39.19363055555555 TNS 2021vil ZTF21abrghol 2021vil SNIa 0.0378 0.08732035057209941 0.41699359899219246 0.16336548661203665 0.24354829264287758 0.41699359899219246 0.6090616805362679 13.04278883611175 13.04278883611175 41.91584546358002 41.91584546358002 59448.18315970013 59434.19767360017 16.862203740504203 16.862203740504203 16.925705254636537 7.715656144827042 3.7719127338574925 4.598148215433554 241.94966247362402 39.1947662291466 0.0007369777990200443 14.29942032253027 15.102856391534209 14.568467695305348 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.7719127338574925 4.598148215433554 241.94966247362402 39.1947662291466 0.0007369777990200443 14.29942032253027 15.102856391534209 14.568467695305348 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 13.985486099962145 4.598148215433554 3.7719127338574925 0.5343886962288611 1.2190494690292264 -1.7593473489699942 -2.357237559331189 False 0.0378 Inputed -19.21510089912347 -19.278602413255804 """""" """""" """"""
-0.19539044080343076 0.2820232293566718 -5.349244278653504 17.93415797438307 5647.771108686177 73.18784280370332 17 13 13 33.0435880003497 45 True False 2020iyz 194.46317499999995 -17.26000277777778 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 194.46317499999995 -17.26000277777778 TNS 2020iyz ZTF20aaydgsu 2020iyz SNIa 0.05 0.006340360377301124 1.0026102636729561 0.20660415175265 0.4370991245822431 1.0026102636729561 1.7354892454065798 13.087039866171995 13.087039866171995 19.956548134177705 19.956548134177705 58978.18831019988 58966.23016199982 17.517762048473973 17.517762048473973 17.637098750185523 3.5622837814054495 1.1938423071705744 1.5420602857814873 194.46293302 -17.26036345 0.00047257498261088493 16.699382340168953 17.89458280544281 17.129620515847208 0.17 """""" """""" """""" """""" 0 False True all False False 0 1.1938423071705744 1.5420602857814873 194.46293302 -17.26036345 0.00047257498261088493 16.699382340168953 17.89458280544281 17.129620515847208 0.17 False False 0.3 0.7 1.5 0.02 8 3 11.958148200064898 1.5420602857814873 1.1938423071705744 0.7649622895956014 1.291678370350432 0.37682075696883643 -0.5074782343383148 False 0.05 Inputed -19.117439880989753 -19.236776582701303 """""" """""" """"""
-0.049189996972457156 0.34235135835091607 -35.30768169639304 18.199420393592717 5483.179091659234 167.14147671793657 60 42 42 56.970115799922496 23 True True 2021fnc 135.72799999999998 50.28576944444444 SNII 0.0420950018 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 135.72799999999998 50.28576944444444 TNS 2021fnc ZTF21aapegtd 2021fnc SNII 0.0420950018 0.2562901533365576 0.695285844551826 0.3564268901118979 0.462773610550947 0.695285844551826 0.9563831080622691 -13.516305976297616 -13.516305976297616 70.48642177622011 70.48642177622011 59291.21361109987 59291.21361109987 18.09747016621413 18.23866058969435 18.09747016621413 1.901026599633962 2.7605409133557535 7.294423460603268 135.72976328478302 50.2874535674903 0.005544615294751476 16.866604312799574 17.526128577775957 17.11057234398365 0.9949999999999999 """""" """""" """""" """""" 3 False True all False False 0 0.7 2.6433548954303534 135.72852851534 50.2864214459886 0.22810195367613118 24.863706935625075 24.1569166925478 24.37809212574959 0.85 False False 0.3 0.7 1.5 0.02 8 3 0.0 7.294423460603268 2.7605409133557535 0.4155562337923051 2.642389187319112 -0.7125320119183947 -0.9868978222304783 False 0.0420950018 Inputed -18.279284094290563 -18.138093670810342 """""" """""" """"""
-0.04105144544326814 0.30214918936356966 -29.940076892601475 19.540613727118956 5643.566295810715 240.41772466016045 46 32 32 73.77380790002644 104 True False 2018lpu 283.937395 47.44125 SLSN-II 0.2104 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 283.937395 47.44125 TNS 2018lpu ZTF18abgrlpv 2018lpu SLSN-II 0.2104 0.07946335345750555 0.3409834632272535 0.1406915615780555 0.20462874655357766 0.3409834632272535 0.48926344358200424 45.12171512121806 45.12171512121806 28.652092778808385 28.652092778808385 58357.25611109985 58311.348819400184 19.279973723123593 19.28291133511675 19.279973723123593 0.38007342178474657 0.9507125331375531 0.5315659368076516 283.93758841 47.44131849 0.003667103405358585 20.357154145658015 21.116927942800523 20.68952681543827 0.44000000000000006 """""" """""" """""" """""" 0 False True all False False 0 0.9507125331375531 0.5315659368076516 283.93758841 47.44131849 0.003667103405358585 20.357154145658015 21.116927942800523 20.68952681543827 0.44000000000000006 False False 0.3 0.7 1.5 0.02 8 3 45.90729169966653 0.5315659368076516 0.9507125331375531 0.427401127362252 0.5591237290765183 1.8340166076837718 1.4095530923146775 False 0.2104 Inputed -20.662230804366196 -20.65929319237304 """""" """""" """"""
-0.16642537021269754 0.18422281739799146 -8.851859537349519 19.061727724344998 5633.459747816767 118.32006895935822 64 43 43 62.76317120017484 46 True True 2020row 331.63482916666663 7.624780555555556 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 331.63482916666663 7.624780555555556 TNS 2020row ZTF20abtnpwt 2020row SNIa 0.09 0.012159328760745325 0.566143172488335 0.13318075324037437 0.2653464234853473 0.566143172488335 0.9211977375667715 16.3386114629713 16.3386114629713 46.42455973720354 46.42455973720354 59092.39732640004 59077.37122689979 18.48306796026451 18.48306796026451 18.503076082389523 0.6658718544525937 0.7155476931817359 0.7958555192930612 331.634611802124 7.6248301221092305 0.002342194452012003 20.258627138051985 20.77745180598259 20.511666402521136 0.7550000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.7155476931817359 0.7958555192930612 331.634611802124 7.6248301221092305 0.002342194452012003 20.258627138051985 20.77745180598259 20.511666402521136 0.7550000000000001 False False 0.3 0.7 1.5 0.02 8 3 15.026099500246346 0.7958555192930612 0.7155476931817359 0.26578540346145374 1.1122326671954326 2.2943838457180803 2.0085903201316135 False 0.09 Inputed -19.547308562789713 -19.567316684914726 """""" """""" """"""
-0.14482259267327174 0.3406971088082925 -7.194874596031182 18.769871606957874 5553.662290750559 207.69990320187975 60 28 28 39.9752777996473 80 True True 2020rll 316.92410833333327 8.367847222222222 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 316.92410833333327 8.367847222222222 TNS 2020rll ZTF20abtfnpl 2020rll SNIa 0.07 -0.022814035131403898 0.2615088453084482 0.04296579254578603 0.11219184183532249 0.2615088453084482 0.4262334107434569 14.206945531835547 14.206945531835547 25.768332267811754 25.768332267811754 59089.27923610015 59075.31245370023 18.41746176987323 18.41746176987323 18.42539067884937 0.41492375140919463 3.036561506582509 1.1127373501563687 316.924399983172 8.367736403940585 0.0029049093630459932 17.04902887749195 17.57474642343521 17.224385343818668 0.9899999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.036561506582509 1.1127373501563687 316.924399983172 8.367736403940585 0.0029049093630459932 17.04902887749195 17.57474642343521 17.224385343818668 0.9899999999999999 False False 0.3 0.7 1.5 0.02 8 3 13.966782399918884 1.1127373501563687 3.036561506582509 0.35036107961654395 0.36644650462183337 -0.8427153464380197 -1.201005335030704 False 0.07 Inputed -19.069775272741424 -19.077704181717564 """""" """""" """"""
-0.15551417753061048 0.47103550779061376 -4.932756335325315 18.486185750860933 5028.425832666537 87.90017913686012 45 26 26 27.95989579986781 49 True True 2021swy 331.62710416666664 9.722927777777779 SNIa 0.054164 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 331.62710416666664 9.722927777777779 TNS 2021swy ZTF21abkkuja 2021swy SNIa 0.054164 0.14883598595311653 1.0208078467842299 0.3314074505481308 0.5361931588374986 1.0208078467842299 1.622011203514429 12.86586625258084 12.86586625258084 15.094029547286969 15.094029547286969 59415.39937500004 59402.44160880009 18.33727375028156 18.45547854860067 18.33727375028156 0.6984279355830573 2.061230782612743 4.595297162271444 331.627626040273 9.72175953367169 0.0005980500064529659 14.967853736310005 16.188622671439646 15.358558379044531 0.975 """""" """""" """""" """""" 0 False True all False False 0 2.061230782612743 4.595297162271444 331.627626040273 9.72175953367169 0.0005980500064529659 14.967853736310005 16.188622671439646 15.358558379044531 0.975 False False 0.3 0.7 1.5 0.02 8 3 12.957766199950129 4.595297162271444 2.061230782612743 0.8300642923951145 2.2293947873447766 -2.2668558771610243 -2.97871537123703 False 0.054164 Inputed -18.593089231324797 -18.474884433005688 """""" """""" """"""
-0.18474478609952844 0.15018209717267406 -7.9460093494607404 17.664144587181532 6317.835912974891 72.96865026206524 57 39 39 56.004016200080514 53 True True 2019ces 127.62546833333 15.811899611111 SNIa 0.0428 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 127.62546833333 15.811899611111 TNS 2019ces ZTF19aanejfr 2019ces SNIa 0.0428 -0.09348158245353488 0.8330057327074449 0.0918282645004993 0.30582723596165096 0.8330057327074449 1.5187370649414795 16.290516991463083 16.290516991463083 39.71349920861743 39.71349920861743 58575.2053704001 58561.23114580009 16.942068848594765 16.942068848594765 17.125199500236175 4.410059607432383 3.971142594099017 3.547647406920236 127.626202340428 15.811212326949601 0.0014370718034648622 15.219610410093665 16.373634764356616 15.607831482055186 0.99 """""" """""" """""" """""" 0 False True all False False 0 3.971142594099017 3.547647406920236 127.626202340428 15.811212326949601 0.0014370718034648622 15.219610410093665 16.373634764356616 15.607831482055186 0.99 False False 0.3 0.7 1.5 0.02 8 3 13.97422460000962 3.547647406920236 3.971142594099017 0.7658032823014302 0.893356841980925 -0.5684340842381488 -1.5173680181809885 False 0.0428 Inputed -19.287988707899398 -19.471119359540808 """""" """""" """"""
-0.14046675867886138 0.25810164731277996 -4.528531135951294 18.771572098073584 5726.660805920494 112.12392893796356 36 20 20 40.98809019988403 70 True False 2021ajz 97.50702083333331 30.250066666666665 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 97.50702083333331 30.250066666666665 TNS 2021ajz ZTF21aadebss 2021ajz SNIa 0.08 -0.0555586915452011 0.5049687447508582 0.06574412948840447 0.1990234718509214 0.5049687447508582 0.8698487582235117 15.167382020054983 15.167382020054983 25.820708179829044 25.820708179829044 59233.23650459992 59223.182743099984 18.474002822227554 18.510348799614246 18.474002822227554 0.48383075321656016 0.8367847070490054 0.7826968403505106 97.50726428 30.25001149 0.003801165596532763 20.57918139219284 21.15055740032196 21.083534024810792 0.037500000000000006 """""" """""" """""" """""" 0 False True all False False 0 0.8367847070490054 0.7826968403505106 97.50726428 30.25001149 0.003801165596532763 20.57918139219284 21.15055740032196 21.083534024810792 0.037500000000000006 False False 0.3 0.7 1.5 0.02 8 3 10.053761499933898 0.7826968403505106 0.8367847070490054 0.06702337551116955 0.9353622667301839 2.640208600707716 2.609531202583238 False 0.08 Inputed -19.315931199843824 -19.279585222457133 """""" """""" """"""
-0.1893507182199692 0.22945966632495463 -10.380755930354926 18.820277781699367 5202.088391052959 153.42492799648437 19 12 12 40.97089120000601 51 True False 2018kww 143.91528291666 -5.2518015 SNIa 0.0685 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 143.91528291666 -5.2518015 TNS 2018kww ZTF18aczdtgn 2018kww SNIa 0.0685 0.11532732087565023 0.5568074260494988 0.21498540028010993 0.32154611146183143 0.5568074260494988 0.8241925363857803 12.373337672812099 12.373337672812099 28.59755352719391 28.59755352719391 58487.42126160022 58472.44125000015 18.452902317495052 18.460734813503123 18.452902317495052 2.1264520899762482 1.1409926007515976 0.34372318804142654 143.91519232 -5.25183276 0.0003380173232075956 16.80673760482073 17.95554340338707 17.222125950551032 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.1409926007515976 0.34372318804142654 143.91519232 -5.25183276 0.0003380173232075956 16.80673760482073 17.95554340338707 17.222125950551032 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 14.980011600069702 0.34372318804142654 1.1409926007515976 0.7334174528360364 0.3012492699908907 -0.5051914101160548 -1.2307763669440206 False 0.0685 Inputed -18.9944945177803 -18.98666202177223 """""" """""" """"""
-0.1717220604005998 0.214685921733815 -9.809705198275367 17.443093566436225 5192.1229954926985 147.51397551137723 64 44 44 74.88436339981854 46 True False 2021fof 212.05330833333332 -8.832711111111111 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 212.05330833333332 -8.832711111111111 TNS 2021fof ZTF21aapkhsc 2021fof SNIa 0.04 0.11644719117725799 0.5784811727625438 0.22032163647381253 0.33168237304414916 0.5784811727625438 0.8603387697684397 9.107014545276451 9.107014545276451 65.77734885454208 65.77734885454208 59300.35622690013 59290.3992130002 16.85546364650314 16.85546364650314 16.989826585900282 11.878821629357654 0.9676738855757422 0.3242621540901937 212.05336033 -8.83263713 0.002815251742076419 20.02474981434345 20.435400170135498 20.166894287347795 0.9700000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.9676738855757422 0.3242621540901937 212.05336033 -8.83263713 0.002815251742076419 20.02474981434345 20.435400170135498 20.166894287347795 0.9700000000000001 False False 0.3 0.7 1.5 0.02 8 3 9.957013899926096 0.3242621540901937 0.9676738855757422 0.2685058827877036 0.33509445581169706 3.579936523632359 3.1770677014475126 False 0.04 Inputed -19.274978301581136 -19.40934124097828 """""" """""" """"""
-0.16901466620768757 0.22337354824557673 -8.762671849956297 18.466214206970022 6105.035278312998 99.52676441981735 61 42 42 63.92864579986781 70 True True 2020aaeu 6.834874999999999 39.497775000000004 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 6.834874999999999 39.497775000000004 TNS 2020aaeu ZTF20acrdemq 2020aaeu SNIa 0.07 -0.0765316591899925 0.5597291244007216 0.058580455364108275 0.20883468781189762 0.5597291244007216 0.9871639796389289 16.079990804812336 16.079990804812336 47.84865499505547 47.84865499505547 59184.17793980008 59168.203796300106 17.849714160816898 17.849714160816898 17.951218489268932 1.7634263795407148 3.8201445741198414 5.272016054960375 6.8367286584422295 39.498089085112454 0.0032901833871350483 16.13990430054903 17.082459612326623 16.493303891217707 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.8201445741198414 5.272016054960375 6.8367286584422295 39.498089085112454 0.0032901833871350483 16.13990430054903 17.082459612326623 16.493303891217707 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.974143499974161 5.272016054960375 3.8201445741198414 0.5891557211089165 1.3800566844188202 -0.7672545484902749 -1.4579145980512251 False 0.07 Inputed -19.543947462321864 -19.645451790773897 """""" """""" """"""
-0.12313231758237568 0.25767495351825265 -14.858969492987818 17.232813356668355 5413.418762012247 136.42148611866315 45 45 45 69.90634260000661 36 True False 2021ogs 333.19966249999993 -20.730652777777777 SNIa 0.036 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 333.19966249999993 -20.730652777777777 TNS 2021ogs ZTF21abdvcaf 2021ogs SNIa 0.036 0.11745507129532484 0.6231856953239898 0.23017891270079716 0.3516978635250112 0.6231856953239898 0.9364115012223664 1.1644020841743874 1.1644020841743874 68.74194051583223 68.74194051583223 59373.438726900145 59368.42835649988 16.82468339749792 16.82468339749792 16.893010376020673 7.171451437358699 1.727803844413626 12.029805349388155 333.1971018 -20.72832239 0.004520007810050908 15.771973554944992 16.320760438227655 15.975586985445023 0.97 """""" """""" """""" """""" 3 False True all False False 0 1.005873748604082 8.14904683509892 333.19903022 -20.72846776 0.05364420763447242 20.11246707293987 22.69394854710102 21.112378253364565 0.0 False False 0.3 0.7 1.5 0.02 8 3 5.0103704002685845 12.029805349388155 1.727803844413626 0.3451734527826318 6.962483263527391 -0.5039229592702661 -0.9174233905756495 False 0.036 Inputed -19.140897309517896 -19.209224288040648 """""" """""" """"""
-0.16784768073786094 0.31994209051558326 -8.32807808191128 18.61585648332743 4594.795735932787 142.34849903622907 20 11 11 20.99114579986781 39 True True 2019fzt 168.86130124999 25.958940888888 SNIa 0.0462 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 168.86130124999 25.958940888888 TNS 2019fzt ZTF19aavqiuw 2019fzt SNIa 0.0462 0.2957666488264472 0.8349371451672312 0.41687028226587586 0.5467660421122673 0.8349371451672312 1.1646507395770662 4.4558537808272805 4.4558537808272805 16.53529201904053 16.53529201904053 58639.17950229999 58633.18515049992 18.33253402132074 18.51981717271199 18.33253402132074 2.9307962503177807 1.416517168895371 11.244752935049881 168.85948563655847 25.96160392139085 0.002429578441438318 15.154580618771911 16.333479370874166 15.529449734366537 0.915 """""" """""" """""" """""" 1 False True all False False 0 1.1162175577709432 10.265739129294568 168.859585278358 25.9565427283123 0.044406356158349425 19.26667627506733 20.136375961425305 20.842921624951362 0.6666666666666666 False False 0.3 0.7 1.5 0.02 8 3 5.994351800065488 11.244752935049881 1.416517168895371 0.8040296365076287 7.93831037277068 -2.186337801837823 -2.8030842869542028 False 0.0462 Inputed -18.248409829534705 -18.061126678143456 """""" """""" """"""
-0.13983400194471055 0.3380899015526501 -9.026726474055906 19.232913276133495 5645.029116186434 103.49624948301455 32 25 25 51.93576389970258 66 True True 2020aadq 184.82264999999998 46.37244722222222 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 184.82264999999998 46.37244722222222 TNS 2020aadq ZTF20acqvgav 2020aadq SNIa 0.1 0.026409836844969448 0.683076478605841 0.1671844454697755 0.3227789079176766 0.683076478605841 1.117686485791669 14.732058349777878 14.732058349777878 37.2037055499247 37.2037055499247 59181.5323379999 59165.528773100115 18.878523857748487 18.878523857748487 18.980966846216337 0.8930517912704019 0.7 0.697294629484927 184.8228538 46.37258043 0.014756774789618343 22.81 23.64 24.103206820195915 0.5 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.697294629484927 184.8228538 46.37258043 0.014756774789618343 22.81 23.64 24.103206820195915 0.5 False False 0.3 0.7 1.5 0.02 8 3 16.003564899787307 0.697294629484927 0.7 -0.4632068201959143 0.9961351849784673 4.761476142251514 5.122239973979578 False 0.1 Inputed -19.30277525225459 -19.40521824072244 """""" """""" """"""
-0.12594290172076666 0.3628783579508415 -14.418930077682838 18.489184610675398 5552.851242352148 221.40372226898012 29 22 22 34.93622690020129 48 True False 2020rov 59.92539166666666 26.58962777777778 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 59.92539166666666 26.58962777777778 TNS 2020rov ZTF20abujoya 2020rov SNIa 0.07 0.01864255902310319 0.2922742934317135 0.08229259068056294 0.14904099894729583 0.2922742934317135 0.44926173280811454 -6.370142975827614 -6.370142975827614 41.3063698760289 41.3063698760289 59079.480752300005 59079.480752300005 18.38742701959995 18.38742701959995 18.483481706096846 1.004258318134777 3.080478129602022 3.7339961390952454 59.9245595 26.58890524 0.0009713308529217812 15.199968712806701 16.39424691734314 15.560376712656023 0.93 """""" """""" """""" """""" 0 False True all False False 0 3.080478129602022 3.7339961390952454 59.9245595 26.58890524 0.0009713308529217812 15.199968712806701 16.39424691734314 15.560376712656023 0.93 False False 0.3 0.7 1.5 0.02 8 3 0.0 3.7339961390952454 3.080478129602022 0.8338702046871163 1.2121482386819133 -1.9931801022568116 -2.9231049934408233 False 0.07 Inputed -19.01168424549395 -19.107738931990845 """""" """""" """"""
-0.0028114174389771937 0.36566419653261034 -2.7308035584600443 18.943406572098546 4585.8968291645715 195.18222969123565 253 148 148 72.04997690021992 33 True False 2020kbd 238.7847291666666 65.30275833333333 SNII 0.032 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 238.7847291666666 65.30275833333333 TNS 2020kbd ZTF20aazswwk 2020kbd SNII 0.032 0.22645416782942362 0.5890586910709636 0.3102345997290712 0.39847483246144577 0.5890586910709636 0.7997432148575427 378.1625648933675 378.1625648933675 -306.1125879931476 -306.1125879931476 59008.33063660003 58985.27806709986 18.779509454301486 18.823189769024722 18.779509454301486 0.7142154428341079 0.9731119471462034 1.3825660019635295 238.78463357 65.30237637 0.005329472399042912 20.350315537810324 20.872817941212656 20.006491687250136 1.0 """""" """""" """""" """""" 0 False True all False False 0 0.9731119471462034 1.3825660019635295 238.78463357 65.30237637 0.005329472399042912 20.350315537810324 20.872817941212656 20.006491687250136 1.0 False False 0.3 0.7 1.5 0.02 8 3 23.052569500170648 1.3825660019635295 0.9731119471462034 0.8663262539625194 1.4207676783931298 2.0496281721879335 1.2269822329486502 False 0.032 Inputed -16.996504895686027 -16.95282458096279 """""" """""" """"""
-0.15461218700719723 0.18268231951110137 -11.7967030310642 18.399737250370997 5597.711132407906 82.80320572188062 25 20 20 48.988761600106955 34 True True 2019cee 203.03485083333 10.438189222222 SNIa 0.0544 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 203.03485083333 10.438189222222 TNS 2019cee ZTF19aanhlzi 2019cee SNIa 0.0544 0.11755899161049044 1.0377170617205884 0.30794995605985775 0.5231108023222966 1.0377170617205884 1.6845211075574227 12.203892884162853 12.203892884162853 36.7848687159441 36.7848687159441 58580.315555599984 58567.3102545999 17.946850048628075 17.965207989458325 17.946850048628075 2.4389970596585733 3.7640437883929514 5.717369416171829 203.03324266304048 10.438333881681249 0.0019245761587575183 15.385417967824935 16.142838313196897 15.669201047502757 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.9886945157731475 3.0020624959973796 203.0351802531735 10.4389576260631 0.007049336637524828 19.64217733066559 19.663280473313332 20.032630920131208 0.04 False False 0.3 0.7 1.5 0.02 8 3 13.005301000084728 5.717369416171829 3.7640437883929514 0.47363726569414055 1.5189433857816104 -1.8223696762614274 -2.2776490011253188 False 0.0544 Inputed -18.99307332058213 -18.97471537975188 """""" """""" """"""
-0.1939988227303126 0.3054143574804141 -7.28404526583264 19.001950853228294 5259.170687540718 197.45952379401916 31 14 14 23.012766200117767 94 True True 2021vkr 308.94568749999996 5.459008333333333 SNIa 0.083 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 308.94568749999996 5.459008333333333 TNS 2021vkr ZTF21abrskvb 2021vkr SNIa 0.083 0.05505465008690891 0.37393580795097137 0.12862861514308577 0.20619386573104492 0.37393580795097137 0.5596207840059506 7.957741653560204 7.957741653560204 15.055024546557563 15.055024546557563 59444.346817099955 59435.21891199984 18.707957714278557 18.707957714278557 18.718560681241673 0.861888755784925 3.6046127540690414 0.12717726308139468 308.94571292838555 5.4590329757239004 0.0016250006951867846 15.875375930650234 16.989032947244645 16.25824208668709 0.97 """""" """""" """""" """""" 0 False True all False False 0 3.6046127540690414 0.12717726308139468 308.94571292838555 5.4590329757239004 0.0016250006951867846 15.875375930650234 16.989032947244645 16.25824208668709 0.97 False False 0.3 0.7 1.5 0.02 8 3 9.127905100118369 0.12717726308139468 3.6046127540690414 0.7307908605575548 0.035281810213269524 -1.7189247670339114 -2.4603185945545825 False 0.083 Inputed -19.152732798896665 -19.16333576585978 """""" """""" """"""
-0.231477778505839 0.21751761852992144 -6.56384892544148 16.85410365103753 4812.258816398771 169.78895231360053 55 48 48 65.91763890022412 27 True True 2019zjh 158.68567916666666 11.052083333333334 SNIa 0.0221 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 158.68567916666666 11.052083333333334 TNS 2019zjh ZTF20aaaxacu 2019zjh SNIa 0.0221 0.18945027814224247 0.6030627663929167 0.2838466735292613 0.3840657972386978 0.6030627663929167 0.8487772686629711 10.929030241026231 10.929030241026231 54.98860865919789 54.98860865919789 58860.357233799994 58849.45451389998 16.3558792133847 16.421971968552732 16.3558792133847 10.91171184896747 3.6794473854288876 12.890867479605925 158.6821442797795 11.0529698511044 0.0023961704742554435 14.486512178955078 15.587313021330832 14.853175087600945 0.985 """""" """""" """""" """""" 0 False True all False False 0 3.6794473854288876 12.890867479605925 158.6821442797795 11.0529698511044 0.0023961704742554435 14.486512178955078 15.587313021330832 14.853175087600945 0.985 False False 0.3 0.7 1.5 0.02 8 3 10.902719900012016 12.890867479605925 3.6794473854288876 0.7341379337298868 3.503479226433707 -0.8346589472219001 -1.5027041257837546 False 0.0221 Inputed -18.61098181842545 -18.54488906325742 """""" """""" """"""
-0.09262344962125654 0.26947499632186334 -9.907164711670854 18.588233550668377 5190.828487192786 87.38105046340496 184 56 56 49.952314800117165 60 True False 2020rlz 7.117933333333332 48.85876944444445 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 7.117933333333332 48.85876944444445 TNS 2020rlz ZTF20abqetet 2020rlz SNIa 0.06 0.18788583926690805 1.0884982356273945 0.37644357111641824 0.5879367743399015 1.0884982356273945 1.709772633908461 18.268028096925924 18.268028096925924 31.68428670319124 31.68428670319124 59079.385266200174 59065.36717589991 18.25493560543435 18.35508800629757 18.25493560543435 0.6133245519073378 1.5261405888565251 9.984319638442434 7.12194986 48.85961144 0.004578331919096734 16.266195207977294 17.00378644185066 16.505499767875673 0.5166666666666667 """""" """""" """""" """""" 3 False True all False False 0 1.219760608204169 7.9740869447064 7.12129427 48.85889928 0.0023390104395766276 15.972431311798097 16.175969348526 15.855814086198805 0.0 False False 0.3 0.7 1.5 0.02 8 3 14.018090300261974 9.984319638442434 1.5261405888565251 0.49828667397498805 6.5422017547697076 -1.35130156444691 -1.7494358375586785 False 0.06 Inputed -18.90056537576345 -18.80041297490023 """""" """""" """"""
-0.17515753322810934 0.32952632876112503 -2.486420565223262 18.889698799359078 5402.130059445752 211.0559890482898 21 5 5 23.951851799618453 76 True True 2019vrt 339.2114375 18.37912222222222 SNIa 0.0761 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 339.2114375 18.37912222222222 TNS 2019vrt ZTF19acxguhd 2019vrt SNIa 0.0761 -0.016401202599265474 0.26434856548414487 0.04863865808692225 0.11702647804789379 0.26434856548414487 0.4266117981530968 9.836412974076147 9.836412974076147 14.115438825542306 14.115438825542306 58820.12986110011 58814.144745400175 18.545663690769334 18.545663690769334 18.80499414555253 1.5330281599918856 3.680445950861477 13.827526392980976 339.21541659386 18.37982512236875 0.0024641613517880634 14.381635394284725 15.660790682470799 14.798821029977798 0.9949999999999999 """""" """""" """""" """""" 4 False True all False False 0 0.7 3.4115930658716005 339.212279743568 18.3786130900217 0.22377663040145535 24.284044407236575 24.969359364743234 24.698393981068133 0.3 False False 0.3 0.7 1.5 0.02 8 3 5.9851156999357045 13.827526392980976 3.680445950861477 0.8619696524930003 3.75702471319933 -2.884873008298536 -4.006173115574732 False 0.0761 Inputed -18.87455241626071 -19.133882871043905 """""" """""" """"""
-0.041974259508677565 0.42423617802304125 -17.931378326789257 19.25877250675434 5723.089339193958 280.16503775670014 109 55 55 71.94724540039897 62 True True 2020koc 239.95217499999995 27.260555555555555 SNII 0.166 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 239.95217499999995 27.260555555555555 TNS 2020koc ZTF20aazpphr 2020koc SNII 0.166 -0.0237309659436562 0.18134819542486014 0.02467387169487978 0.07495342442043906 0.18134819542486014 0.2958882421140743 49.550689140460335 49.550689140460335 22.396556259938635 22.396556259938635 59032.363576400094 58985.30986109981 18.985420152363922 18.985420152363922 19.058420718396707 0.3856704113398494 0.7933188482007774 0.4886108254168118 239.9520519222485 27.260475235867652 0.0030603855198569896 20.57489974670768 21.09259970090866 20.66159545210242 0.8388888888888889 """""" """""" """""" """""" 0 False True all False False 0 0.7933188482007774 0.4886108254168118 239.9520519222485 27.260475235867652 0.0030603855198569896 20.57489974670768 21.09259970090866 20.66159545210242 0.8388888888888889 False False 0.3 0.7 1.5 0.02 8 3 47.0537153002806 0.4886108254168118 0.7933188482007774 0.43100424880623933 0.6159072440103573 2.107179548544739 1.603174733705714 False 0.166 Inputed -20.35322276164646 -20.426223327679246 """""" """""" """"""
-0.16409585396794696 0.21047134787721722 -10.727090555807289 18.092695449411643 5736.307897433162 109.430384479425 43 31 31 65.91706020012498 50 True False 2019mgb 48.231722916666 36.393655361111 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 48.231722916666 36.393655361111 TNS 2019mgb ZTF19ablpfhz 2019mgb SNIa 0.06 0.019189271423279308 0.6301428282961972 0.15123170509153638 0.29642368237673367 0.6301428282961972 1.0289567151246892 14.815712409746716 14.815712409746716 51.10134779037826 51.10134779037826 58709.4916087999 58693.4457291998 17.52112410990265 17.52112410990265 17.63551319772541 2.1496548078784024 1.2807664051369643 1.687404058579685 48.23131748 36.3939918 0.0028445810693711326 18.86267592382431 19.101378088474274 18.857226338100432 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.2807664051369643 1.687404058579685 48.23131748 36.3939918 0.0028445810693711326 18.86267592382431 19.101378088474274 18.857226338100432 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.045879600103945 1.687404058579685 1.2807664051369643 0.24415175037384174 1.3174955650083866 1.5802539785716228 1.221713140375023 False 0.06 Inputed -19.51998778347239 -19.63437687129515 """""" """""" """"""
-0.17148689063323522 0.21274782905380984 -7.783805326064095 18.77437181033174 5447.595212161703 206.73441326701592 39 19 19 47.96004630019888 29 True False 2021mst 192.4790833333333 -12.708469444444443 SNIa 0.087 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 192.4790833333333 -12.708469444444443 TNS 2021mst ZTF21abbuxfm 2021mst SNIa 0.087 0.007224573958524161 0.29973294674970674 0.07490685092495042 0.14612879745257246 0.29973294674970674 0.4691676671305842 15.19924076232111 15.19924076232111 32.76080553787777 32.76080553787777 59362.18891200004 59348.23074069992 18.346867010416076 18.346867010416076 18.355341713188395 0.5035524014750291 2.188603814895285 2.1473487081038463 192.47917961 -12.70905849 0.002123748029357886 17.25786635477543 17.8929333701849 17.56619721968174 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.188603814895285 2.1473487081038463 192.47917961 -12.70905849 0.002123748029357886 17.25786635477543 17.8929333701849 17.56619721968174 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.958171300124377 2.1473487081038463 2.188603814895285 0.32673615050315874 0.9811500343229491 -0.45393364023117755 -0.7891444935066545 False 0.087 Inputed -19.620032740112332 -19.62850744288465 """""" """""" """"""
-0.3247792395151026 0.525501515302572 -3.8007319897697847 17.114611811465306 6529.780823999038 170.80622902598424 18 10 10 10.043159699998796 36 True False 2019hxd 312.74880416666 68.776197388888 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 312.74880416666 68.776197388888 TNS 2019hxd ZTF18abxdquf 2019hxd CV 0.0 -0.23410120264370704 0.05951229632182731 -0.16762410968462405 -0.09667598051920834 0.05951229632182731 0.23627827905781373 -1.8196872466220657 -1.8196872466220657 11.862846946620861 11.862846946620861 60077.408680600114 60077.408680600114 16.82077006631959 16.82077006631959 17.155112280190764 17.221970270661604 0.7 0.09335783325085649 312.74883758 68.77617445 0.007212416208671857 22.148631571292878 20.499169266319274 24.824560382652283 0.9 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.09335783325085649 312.74883758 68.77617445 0.007212416208671857 22.148631571292878 20.499169266319274 24.824560382652283 0.9 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.09335783325085649 0.7 -4.325391116333009 0.13336833321550928 3.678399199999685 7.669448102461519 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.1919213002683774 0.49146246588360143 -11.997322484186386 16.596893675734474 7337.505430262496 236.369843601855 14 6 6 12.148356399964541 295 True False 2017cjx 286.24579208333 -16.277139 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 286.24579208333 -16.277139 TNS 2017cjx ZTF19aazquna 2017cjx CV 0.0 -0.3262016709220532 -0.14082667305980578 -0.28314230740812363 -0.2379466390339644 -0.14082667305980578 -0.03419230569510745 -8.232687684284908 -8.232687684284908 20.38104408424945 20.38104408424945 58649.35606480017 58649.29278940009 16.523623101246553 16.523623101246553 16.851419611725873 4.309702671195049 1.26696403790226 6.5754011608812855 286.24769484 -16.27714548 0.009813070680805058 18.307716801548004 20.65241518754959 19.100793235206606 0.8 """""" """""" """""" """""" 4 False True all False False 0 0.8352449417581402 2.9605190314329954 286.24511277 -16.27663793 0.03968973319788194 22.08558985042572 23.64 23.27 0.0 False False 0.3 0.7 1.5 0.02 8 3 0.06327540008351207 6.5754011608812855 1.26696403790226 1.551621952342984 5.189887766481771 4.1287920863030365 2.249373623480732 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.19221235870892717 0.15729342385035022 -10.338403288189372 18.30404391470122 5430.798426317217 86.26708044658253 52 40 40 57.95605320017785 40 True True 2020py 210.22611249999997 45.472658333333335 SNIa 0.0533 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 210.22611249999997 45.472658333333335 TNS 2020py ZTF20aaerxsd 2020py SNIa 0.0533 0.12892236914032296 1.0098325674604602 0.31264488792042755 0.5192356788188306 1.0098325674604602 1.6210348016281522 15.175305558684888 15.175305558684888 42.78074764149296 42.78074764149296 58872.447511599865 58856.55671299994 17.8067217305717 17.8067217305717 17.861321442035724 2.5657114720976044 0.9648952076318812 0.4662129490422699 210.22600164830448 45.47255475492485 0.0009255800821649229 18.528906934764088 19.38683504967034 18.835974716433284 0.9399999999999998 """""" """""" """""" """""" 0 False True all False False 0 0.9648952076318812 0.4662129490422699 210.22600164830448 45.47255475492485 0.0009255800821649229 18.528906934764088 19.38683504967034 18.835974716433284 0.9399999999999998 False False 0.3 0.7 1.5 0.02 8 3 15.890798599924892 0.4662129490422699 0.9648952076318812 0.5508603332370541 0.483174696438264 1.5801133190986398 0.9746532743975607 False 0.0533 Inputed -19.03368571207509 -19.088285423539116 """""" """""" """"""
-0.03146622358180946 0.36783826348626864 -31.9400267435121 17.977099785182528 5063.9913794189815 254.70660649314675 166 25 25 66.95260419975966 65 True False 2020bfe 269.4612083333333 33.79673888888889 SNIIn 0.099 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 269.4612083333333 33.79673888888889 TNS 2020bfe ZTF20aajvyja 2020bfe SNIIn 0.099 0.24607167145900277 0.5205454751352718 0.31068044204142 0.377908474426107 0.5205454751352718 0.6746587422190551 59.83690309950183 59.83690309950183 7.11570110025783 7.11570110025783 58936.52815969987 58876.534895800054 17.81167055735427 17.942538464434854 17.81167055735427 0.4356641754067143 2.442556330683601 8.019736536520453 269.46286886 33.79848775 0.008268036289550973 17.325488397204875 17.932388214039804 17.582767095816134 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.9828181199956447 3.1739596272527213 269.46097046 33.79587968 0.042580642620860254 21.933375973701477 23.706798772192002 23.404781976997853 0.35 False False 0.3 0.7 1.5 0.02 8 3 59.99326389981434 8.019736536520453 2.442556330683601 0.3496211182236699 3.2833373936051498 -0.010150250395049909 -0.22890346153813468 False 0.099 Inputed -20.449795759526097 -20.318927852445512 """""" """""" """"""
-0.007714706658265358 0.44796935223656487 -14.56969140028168 18.136081801059326 6195.641977793377 253.34066632297498 15 15 15 40.00381950009614 26 True False 2018ibb 69.737292 -20.66225 SLSN-I 0.158 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 69.737292 -20.66225 TNS 2018ibb ZTF18adovhai 2018ibb SLSN-I 0.158 -0.13276247880894232 0.07592073057045212 -0.08388404043596154 -0.03285653983290615 0.07592073057045212 0.1941329238412841 96.58596138718777 96.58596138718777 -56.58214188709162 -56.58214188709162 59958.276435200125 59951.21164349979 17.744390744153623 17.744390744153623 18.04530370036792 0.6782660928358576 0.39414721588015345 5.106075786501336 69.73581642 -20.6625748 0.046309717753121094 21.191222241008283 23.950247851991655 22.051096828889847 0.17500000000000002 """""" """""" """""" """""" 0 False True all False False 0 0.39414721588015345 5.106075786501336 69.73581642 -20.6625748 0.046309717753121094 21.191222241008283 23.950247851991655 22.051096828889847 0.17500000000000002 False False 0.3 0.7 1.5 0.02 8 3 7.064791700337082 5.106075786501336 0.39414721588015345 1.8991510231018083 12.95474274783135 6.205857107838032 4.005793128521926 False 0.158 Inputed -21.256016242570883 -21.55692919878518 """""" """""" """"""
-0.11341648706795637 0.3327758973160394 -23.2612249330434 18.28415113650645 4273.755202426191 179.59427318100964 5 5 5 13.015960600227118 84 True False 2020npr 15.527041666666667 -19.454880555555555 SNIa 0.056342 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 15.527041666666667 -19.454880555555555 TNS 2020npr ZTF20abmsppe 2020npr SNIa 0.056342 0.5524150924499089 1.0295458727902869 0.6622582507379704 0.778207934338873 1.0295458727902869 1.3088263697725324 -13.55993700716426 -13.55993700716426 26.575897607391376 26.575897607391376 59048.41979169985 59048.41979169985 18.395595176917357 18.85874713641375 18.395595176917357 2.940966460453513 6.159906320983989 41.10459396865481 15.51573811 -19.45078544 0.012130687879388091 13.833250777578353 15.04118001177311 14.460928258597852 0.99 """""" """""" """""" """""" 52 False True all False False 0 0.7 3.904591822563232 15.52589538 -19.4547902 0.07791305155564876 22.47578534116149 23.19757672843933 24.10900630207658 0.9 False False 0.3 0.7 1.5 0.02 8 3 0.0 41.10459396865481 6.159906320983989 0.5802517531752578 6.672925175603762 -3.8175671246406413 -3.9346669183195058 False 0.056342 Inputed -18.621475959786594 -18.1583240002902 """""" """""" """"""
-0.18733073978632664 0.26045291358069805 -9.99766647591839 18.492946190398534 5405.0915256400285 175.1198968215108 41 24 24 42.96288189990446 46 True True 2020yss 26.782145833333328 -6.878836111111111 SNIa 0.06017 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 26.782145833333328 -6.878836111111111 TNS 2020yss ZTF20acoqpbg 2020yss SNIa 0.06017 0.04495684333251759 0.40678181903874844 0.12757589875180386 0.2152669037971613 0.40678181903874844 0.6214438053489744 12.142074936851571 12.142074936851571 30.82080696305289 30.82080696305289 59165.23320600018 59150.27505790023 18.105766654403155 18.11329181770134 18.105766654403155 1.7401986317663454 2.5938676763576205 8.364569451696585 26.78342077438085 -6.8807845622807555 0.0013811110480809186 14.842062084015012 15.96631934305787 15.194289234452247 0.975 """""" """""" """""" """""" 1 False True all False False 0 1.0190575204878016 8.131946855156754 26.78004065603405 -6.8779791944171045 0.15190720567037352 21.55635839899123 23.646338463048934 22.31054961786866 0.7 False False 0.3 0.7 1.5 0.02 8 3 14.95814809994772 8.364569451696585 2.5938676763576205 0.7720301086056232 3.2247479422089644 -2.146972474643471 -2.9114774199509075 False 0.06017 Inputed -19.055962998066455 -19.04843783476827 """""" """""" """"""
-0.07615959328490259 0.6342014294517329 -1.8504916153126834 18.771475577244146 4261.524696874488 284.70182053233896 40 29 29 64.99892359972 68 True True 2021cjy 194.82936666666663 38.886066666666665 SNII 0.036088001 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 194.82936666666663 38.886066666666665 TNS 2021cjy ZTF21aajgdpo 2021cjy SNII 0.036088001 0.33497461940894624 0.5918540539688699 0.3958678513734526 0.4589386290056723 0.5918540539688699 0.7342240604465289 24.24365366443299 24.24365366443299 40.75526993528701 40.75526993528701 59272.44430560013 59252.32956020022 18.622995843801792 18.943588288238466 18.622995843801792 0.7153377953041589 3.098016415176454 40.94595109732735 194.8153906477555 38.88274859600945 0.009555232817732406 13.61105998816967 14.941903817679883 14.033042584044933 0.9200000000000002 """""" """""" """""" """""" 33 True True all False False 0 4.089578984294483 0.6847968843938894 194.829598722406 38.88600703027535 0.003619724599613905 16.589671491510273 17.240293366089464 16.817373209300637 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 20.114745399914682 40.94595109732735 3.098016415176454 0.9088612336349495 13.216828321742508 -4.001684470558583 -4.589953259756859 False 0.036088001 Inputed -17.416260108570654 -17.09566766413398 """""" """""" """"""
-0.1863532097505282 0.21999012967667278 -4.494639743629763 18.475990527724367 5516.525448059008 105.01940006832163 54 30 30 50.970439799595624 88 True True 2021tix 255.07341249999996 23.09037222222222 SNIa 0.058086 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 255.07341249999996 23.09037222222222 TNS 2021tix ZTF21ablrhtk 2021tix SNIa 0.058086 -0.00286234182168954 0.6285309947038833 0.13267938379142663 0.2823644283431612 0.6285309947038833 1.0453432750602865 13.619300825742773 13.619300825742773 37.351138973852855 37.351138973852855 59419.22557870019 59409.23692130018 17.924158193567937 17.924158193567937 18.067432540689563 1.2870264495398516 2.86187222316672 1.8964000822322695 255.07390453044098 23.0901027110594 0.002067080811609001 16.66300438201666 17.854552090649605 17.119217844753265 0.9850000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.86187222316672 1.8964000822322695 255.07390453044098 23.0901027110594 0.002067080811609001 16.66300438201666 17.854552090649605 17.119217844753265 0.9850000000000001 False False 0.3 0.7 1.5 0.02 8 3 9.988657400012016 1.8964000822322695 2.86187222316672 0.7353342458963397 0.6626431700482645 -0.06960610291833191 -0.9482146959362971 False 0.058086 Inputed -19.016711555155183 -19.15998590227681 """""" """""" """"""
-0.04933644428667194 0.3444045695122856 -18.2930125296494 19.99442525801097 5988.4077698976325 184.7298068203013 28 20 20 32.97502319980413 57 True True 2020whv 138.63335833333332 31.63332777777778 SNII 0.097 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 138.63335833333332 31.63332777777778 TNS 2020whv ZTF20aciuciv 2020whv SNII 0.097 -0.037349979464941896 0.28276326819668895 0.035981704313186924 0.11365314793951242 0.28276326819668895 0.4715476331753763 3.312481216209072 3.312481216209072 29.662541983595055 29.662541983595055 59135.46998840012 59135.46998840012 19.563252081443242 19.563252081443242 19.700412907896137 1.092553692481745 1.6657425283832514 6.70647489343567 138.63368051002652 31.63148517473435 0.002308575070449237 16.23833826043248 17.41493573933244 16.621106034241915 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 4.960785776460702 138.632123660725 31.6324368325277 0.24128896902931396 23.51611646607995 22.907960449426174 23.284199360131026 0.35 False False 0.3 0.7 1.5 0.02 8 3 0.0 6.70647489343567 1.6657425283832514 0.7938297050905234 4.026117349567157 -2.148316342110803 -3.0793068736542217 False 0.097 Inputed -18.515829117018395 -18.65298994347129 """""" """""" """"""
-0.1595789958614411 0.2365919295585401 -9.021250068386315 18.458740009186855 4343.903598183249 150.26267008508543 48 35 35 62.90108799980953 41 True True 2021tjc 5.226208333333332 36.78626944444444 SNIa 0.052 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 5.226208333333332 36.78626944444444 TNS 2021tjc ZTF21ablducj 2021tjc SNIa 0.052 0.3945731625081734 0.9309475078268257 0.5158790860876543 0.6454119044843694 0.9309475078268257 1.2550684744508516 15.983327017535863 15.983327017535863 46.91776098227367 46.91776098227367 59422.432164399885 59406.460219900124 18.03990248534096 18.205947709533927 18.03990248534096 2.077418798594057 2.6176966161321045 1.1695760771116406 5.226609029659105 36.786218781862004 0.0018367059837108846 16.815058305277823 17.960393452043533 17.219122635207178 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.6176966161321045 1.1695760771116406 5.226609029659105 36.786218781862004 0.0018367059837108846 16.815058305277823 17.960393452043533 17.219122635207178 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 15.971944499760866 1.1695760771116406 2.6176966161321045 0.7412708168363551 0.4467958853229525 -0.24555425749039372 -0.820779850133782 False 0.052 Inputed -18.800824191493916 -18.63477896730095 """""" """""" """"""
-0.17207260079594267 0.22648368697893229 -7.865602309421458 18.481359368698634 5006.335172165124 206.32010896587232 69 56 56 61.7747222003527 47 True False 2020ruo 5.382841666666666 -20.439605555555556 SNIa 0.0665 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 5.382841666666666 -20.439605555555556 TNS 2020ruo ZTF20abvqibv 2020ruo SNIa 0.0665 0.12842040304145286 0.4483185823756841 0.20255970414697444 0.2804927078989259 0.4483185823756841 0.6331170025112769 10.789607213810116 10.789607213810116 50.985114986542584 50.985114986542584 59092.4605208002 59082.4358680998 17.987841536645675 17.987841536645675 18.101612464231792 1.1470118801336615 1.1447033654108583 0.7249290690699239 5.38273768 -20.43978178 0.0053878483534851584 20.349166328692437 20.673626470315455 20.466325359046458 0.9875 """""" """""" """""" """""" 0 False True all False False 0 1.1447033654108583 0.7249290690699239 5.38273768 -20.43978178 0.0053878483534851584 20.349166328692437 20.673626470315455 20.466325359046458 0.9875 False False 0.3 0.7 1.5 0.02 8 3 10.024652700405568 0.7249290690699239 1.1447033654108583 0.20730111126899686 0.6332898906169736 2.6857849336697797 2.364712894814666 False 0.0665 Inputed -19.2804597339851 -19.394230661571218 """""" """""" """"""
-0.15734159620753016 0.18892473922928513 -13.959822262578715 18.880997188201952 4817.379135049612 185.92669727515812 78 35 35 71.91041660029441 71 True True 2020pnp 267.4847541666666 44.657830555555556 SNIa 0.074 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 267.4847541666666 44.657830555555556 TNS 2020pnp ZTF20abkzhpk 2020pnp SNIa 0.074 0.2454396272168502 0.6326404942306816 0.3345731484193202 0.4286761402049706 0.6326404942306816 0.8591450106603666 17.65043616089925 17.65043616089925 54.259980439395164 54.259980439395164 59062.239710600115 59041.22046299977 18.360831844738016 18.434615978601713 18.360831844738016 1.4732557763665821 1.5422432578224785 1.1468315707002767 267.48439075664146 44.65764438115 0.002606285130148489 18.562329314358234 19.330490738902093 18.89275505359769 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.5422432578224785 1.1468315707002767 267.48439075664146 44.65764438115 0.002606285130148489 18.562329314358234 19.330490738902093 18.89275505359769 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 21.01924760034308 1.1468315707002767 1.5422432578224785 0.43773568530440343 0.7436126336642309 0.89587476030038 0.5319232088596735 False 0.074 Inputed -19.25694042872135 -19.183156294857653 """""" """""" """"""
-0.0783202784723488 0.5731485814746634 -2.424836519827233 15.957584498203735 4123.8813204516355 76.53382223663365 41 9 9 35.01686340011656 37 True True 2019xhb 2.5445420833333 -6.001 SNII 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 2.5445420833333 -6.001 TNS 2019xhb ZTF19adaxzax 2019xhb SNII 0.03 0.4367212950394066 1.6631127675789124 0.6884455353730274 0.9741694004106485 1.6631127675789124 2.539501071337476 26.73492788610637 26.73492788610637 8.281935514010195 8.281935514010195 58860.14407410007 58838.09115740005 15.831683100773336 16.394544853916027 15.831683100773336 4.271527136995945 1.6774466410096236 0.7256139345828595 2.54443721870293 -6.000827518699484 0.0027783909183615174 18.535650231205224 18.48414233492732 18.415154007781744 0.96 """""" """""" """""" """""" 0 False True all False False 0 1.6774466410096236 0.7256139345828595 2.54443721870293 -6.000827518699484 0.0027783909183615174 18.535650231205224 18.48414233492732 18.415154007781744 0.96 False False 0.3 0.7 1.5 0.02 8 3 22.052916700020432 0.7256139345828595 1.6774466410096236 0.06898832714557557 0.43257050140571157 2.0895974810112925 2.583470907008408 False 0.03 Inputed -19.803114352851992 -19.2402525997093 """""" """""" """"""
-0.1841712058902909 0.2902799477191872 -7.611747465722888 18.508323399182615 5372.561080495924 161.52441584117645 29 15 15 41.980926000047475 55 True False 2021qta 323.05142916666665 -10.410538888888889 SNIa 0.0689 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 323.05142916666665 -10.410538888888889 TNS 2021qta ZTF21abhthvj 2021qta SNIa 0.0689 0.03945275256056746 0.4341452123602636 0.12888389971225678 0.224280897332509 0.4341452123602636 0.6715440151938736 9.16644409590167 9.16644409590167 32.81448190414581 32.81448190414581 59396.438252300024 59386.37614580011 18.093959517445946 18.093959517445946 18.326859493937132 3.1441579911927815 3.7069200625147727 1.430061653314216 323.05183272 -10.41052272 0.0021646341483010367 16.13176640646458 16.77234760835171 16.3845574493289 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.7069200625147727 1.430061653314216 323.05183272 -10.41052272 0.0021646341483010367 16.13176640646458 16.77234760835171 16.3845574493289 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.06210649991408 1.430061653314216 3.7069200625147727 0.3877901590228099 0.38578162711824515 -1.321611909094237 -1.9423020446082333 False 0.0689 Inputed -19.133376003426285 -19.36627597991747 """""" """""" """"""
-0.12776038353872365 0.3797339817894959 -7.220770559076811 19.11509662132763 3745.930371484015 178.04527784408637 59 26 26 36.96357640018687 38 True True 2019msg 8.6852262499999 1.5748951111111 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 8.6852262499999 1.5748951111111 TNS 2019msg ZTF19ablpnmk 2019msg SNIa 0.06 0.6364298376779516 1.1383835698247893 0.751972925355318 0.873946402949894 1.1383835698247893 1.432308395661373 13.338867630591782 13.338867630591782 23.624708769595085 23.624708769595085 58709.41635419987 58696.435624999925 18.7394035155255 19.40484155981889 18.7394035155255 0.389998760463585 2.8711689529840445 3.206806956544428 8.68598235634232 1.5753665171481601 0.0008136423392181014 15.206433461828231 16.09433284551144 15.673332455605864 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.8711689529840445 3.206806956544428 8.68598235634232 1.5753665171481601 0.0008136423392181014 15.206433461828231 16.09433284551144 15.673332455605864 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.980729199945927 3.206806956544428 2.8711689529840445 0.42100038990557387 1.116899426350912 -3.3105087143074527 -3.0660710599196346 False 0.06 Inputed -18.4160974656723 -17.75065942137891 """""" """""" """"""
-0.04403483231475611 0.2535678488217543 -14.350114516005254 18.25640981587928 3021.9490954845805 315.5716882398681 29 19 19 61.98033569986001 48 True True 2018bge 166.06671666666 50.030650888888 SNII 0.023894 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 166.06671666666 50.030650888888 TNS 2018bge ZTF18aaqkoyr 2018bge SNII 0.023894 1.126064405034839 1.4584588602800856 1.2055044261714016 1.287341182332547 1.4584588602800856 1.6399427880725632 37.865012807145675 37.865012807145675 24.11532289271433 24.11532289271433 58266.25340279983 58245.19824070018 17.860183195533537 18.998180716769426 17.860183195533537 7.591163947004699 6.723171247869199 22.90917535037116 166.0750315120275 50.03411051917245 0.009171627545594752 14.725592854951024 15.337243513489963 14.904653013058901 1.0 """""" """""" """""" """""" 10 False True all False False 0 0.7 4.748890516347736 166.0687229300135 50.030369535457496 0.08576083344740293 22.14186457219124 21.98655111089587 21.86568021202862 0.22000000000000003 False False 0.3 0.7 1.5 0.02 8 3 21.055162099655718 22.90917535037116 6.723171247869199 0.4325905004310613 3.4074954371617197 -3.660937203279463 -2.955530182474636 False 0.023894 Inputed -17.277142650379922 -16.139145129144033 """""" """""" """"""
-0.005537363340619299 0.24678559085183555 -10.5622849842077 18.62166568633399 4050.9027777567167 292.79376331229275 92 54 54 73.86748840007931 51 True False 2020upe 41.48083333333333 -12.758669444444445 SNII 0.026 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 41.48083333333333 -12.758669444444445 TNS 2020upe ZTF20acfvgdp 2020upe SNII 0.026 0.47732493590754643 0.7471129208535956 0.5414283857123792 0.6077210205712866 0.7471129208535956 0.8959995423128433 300.99563014582975 300.99563014582975 -227.12814174575044 -227.12814174575044 59180.25037040003 59121.38228010014 18.40821116486038 18.62057396116728 18.40821116486038 0.5062378480127351 2.351649807798638 2.4724677764664387 41.48029495 -12.75822676 0.004575823887730479 18.04324322348237 18.388418584656716 18.13804134942293 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.351649807798638 2.4724677764664387 41.48029495 -12.75822676 0.004575823887730479 18.04324322348237 18.388418584656716 18.13804134942293 1.0 False False 0.3 0.7 1.5 0.02 8 3 58.868090299889445 2.4724677764664387 2.351649807798638 0.25037723523378475 1.0513758333690413 -0.2321553765105655 -0.27016981543744834 False 0.026 Inputed -16.913684261346955 -16.701321465040053 """""" """""" """"""
-0.23183254400772535 0.16891912912913742 -13.295949592411588 18.19057047176898 5162.7138406788 139.51928346325124 52 34 34 62.89563659997657 41 True True 2021aqq 161.1407333333333 41.574219444444445 SNIa 0.04918 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 161.1407333333333 41.574219444444445 TNS 2021aqq ZTF21aafjjee 2021aqq SNIa 0.04918 0.16836667450561293 0.6781789740476043 0.2823967983488309 0.4050452368196815 0.6781789740476043 0.9920833664432926 13.325588969640222 13.325588969640222 49.57004763033635 49.57004763033635 59248.396284699906 59229.44552080007 17.7937150781974 17.883686630675633 17.7937150781974 3.5044454135449508 3.909088923431626 3.489050640097704 161.1397585205885 41.5748578054639 0.002671296120791422 16.078163800344765 16.866932273215056 16.357786382763983 0.99 """""" """""" """""" """""" 0 False True all False False 0 3.909088923431626 3.489050640097704 161.1397585205885 41.5748578054639 0.002671296120791422 16.078163800344765 16.866932273215056 16.357786382763983 0.99 False False 0.3 0.7 1.5 0.02 8 3 18.950763899832964 3.489050640097704 3.909088923431626 0.5091458904510731 0.8925482915427803 -1.0167543574605773 -1.435928695433418 False 0.04918 Inputed -18.92449592649721 -18.83452437401898 """""" """""" """"""
-0.1605819258419619 0.2748093500490191 -4.18806339841311 19.14616155320017 5718.709877446188 85.59222984898511 38 30 30 40.920011499896646 48 True True 2021hyd 189.82940416666665 0.28846944444444444 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 189.82940416666665 0.28846944444444444 TNS 2021hyd ZTF21aarybxo 2021hyd SNIa 0.1 -0.0426184571868049 0.7445205371874266 0.12039072320013844 0.3045614787668569 0.7445205371874266 1.2958381902678262 11.87646545009777 11.87646545009777 29.043546049798877 29.043546049798877 59315.291840299964 59307.27104170015 18.72386771215846 18.72386771215846 18.85326406041098 0.44019858688404134 1.462701478459697 2.0554861197378305 189.82933000161847 0.28790331322252305 0.0031870038808385903 18.609158597612975 19.208340943822265 18.859248911446333 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.462701478459697 2.0554861197378305 189.82933000161847 0.28790331322252305 0.0031870038808385903 18.609158597612975 19.208340943822265 18.859248911446333 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.020798599813133 2.0554861197378305 1.462701478459697 0.3490920323759319 1.4052670008253272 0.48447323166380585 0.005984851035353955 False 0.1 Inputed -19.43047803805995 -19.55987438631247 """""" """""" """"""
-0.09279513781229494 0.2786331128150419 -12.587548911559423 19.27719926958495 4495.166008252682 159.26373162863644 77 74 74 58.954143499955535 46 True True 2021qwm 229.60721666666666 28.434491666666666 SNIbc 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 229.60721666666666 28.434491666666666 TNS 2021qwm ZTF21abdxhgv 2021qwm SNIbc 0.07 0.3679256971724847 0.8627581243205888 0.4804423061026739 0.6001747664938932 0.8627581243205888 1.1588570215769778 23.30363711572447 23.30363711572447 35.650506384231065 35.650506384231065 59397.35379630001 59375.23336810013 18.920327384835733 19.169527820603623 18.920327384835733 0.49173632780144677 1.0178534165228033 5.19986456354474 229.6083579861305 28.435530435948 0.05893746607675954 21.312671432920695 21.131991711068153 20.99744513070345 0.8 """""" """""" """""" """""" 0 False True all False False 0 1.0178534165228033 5.19986456354474 229.6083579861305 28.435530435948 0.05893746607675954 21.312671432920695 21.131991711068153 20.99744513070345 0.8 False False 0.3 0.7 1.5 0.02 8 3 22.120428199879825 5.19986456354474 1.0178534165228033 0.13454658036470235 5.108657572038759 1.9624638904645302 2.0771177458677172 False 0.07 Inputed -18.574838566755062 -18.325638130987173 """""" """""" """"""
-0.1805902756474027 0.1959301082192876 -8.612251344813089 17.725468837377843 5491.128233696325 89.04902624876866 156 86 86 65.86804400011897 76 True False 2020rwg 1.027 51.66395 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 1.027 51.66395 TNS 2020rwg ZTF20abupbub 2020rwg SNIa 0.04 0.07883338981623567 0.8976074432211689 0.25032463236721014 0.44266410491589525 0.8976074432211689 1.46135333715268 16.549326813622155 16.549326813622155 49.31871718649681 49.31871718649681 59094.48740739981 59078.35177080007 17.119996178800644 17.119996178800644 17.285843209825448 3.1223874617444105 3.372800349257487 11.961581538748849 1.02470017 51.66094917 0.0030044460363752856 14.98938138885498 15.876081898880006 15.297806905555726 0.95 """""" """""" """""" """""" 2 False True all False False 0 0.7871679913661926 6.090296408128494 1.02896172 51.66512535 0.014522365836126538 19.125518607902528 19.841983685684205 19.298173572349548 0.0 False False 0.3 0.7 1.5 0.02 8 3 16.135636599734426 11.961581538748849 3.372800349257487 0.5782749933242801 3.5464837227564208 -1.243914279920638 -1.9880363042697216 False 0.04 Inputed -18.97896167765597 -19.144808708680774 """""" """""" """"""
-0.19282865768446977 0.37162907124284494 -4.002612848650012 19.723857496072334 5464.673697182778 221.14143684243737 30 13 13 12.03848379990086 43 True True 2019mqo 1.8177341666666 19.260172277777 SNIa 0.099 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 1.8177341666666 19.260172277777 TNS 2019mqo ZTF19abkdeae 2019mqo SNIa 0.099 -0.023330175804193942 0.24193313586503962 0.03832876828766274 0.10301988383208283 0.24193313586503962 0.3943118992359267 7.2072408960606555 7.2072408960606555 4.831242903840204 4.831242903840204 58700.47854170017 58694.402048599906 19.404421728747202 19.404421728747202 19.509500963778226 0.7398682260117527 1.4596305833495562 1.0713798447318925 1.81803946928339 19.2600981081573 0.0004915274224631672 16.514577153338195 17.744306548235414 16.874857457216976 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.4596305833495562 1.0713798447318925 1.81803946928339 19.2600981081573 0.0004915274224631672 16.514577153338195 17.744306548235414 16.874857457216976 1.0 False False 0.3 0.7 1.5 0.02 8 3 6.076493100263178 1.0713798447318925 1.4596305833495562 0.8694490910184385 0.734007533792073 -1.660115180511788 -2.6346435065612503 False 0.099 Inputed -18.75196535310214 -18.857044588133164 """""" """""" """"""
-0.10009900688684129 0.21247273442540535 -15.022853613831844 19.07929268231943 3848.8869138316045 257.89015125222 29 14 14 72.84212960023433 49 True True 2019agx 202.48604124999 38.405477166666 SNIb 0.036 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 202.48604124999 38.405477166666 TNS 2019agx ZTF19aailsge 2019agx SNIb 0.036 0.6176669932450807 0.9495509086956773 0.696042961292278 0.7774190608838438 0.9495509086956773 1.1348584036140572 23.38782764017897 23.38782764017897 49.45430196005536 49.45430196005536 58534.42158559989 58511.48499999987 18.512304011811917 19.1506845685179 18.512304011811917 2.278991812858798 5.651128066555113 9.696667808246971 202.4888010180565 38.403871585100745 0.001816606943130905 14.113150990909933 14.966330229123235 15.509235366449952 0.9949999999999999 """""" """""" """""" """""" 5 False True all False False 0 3.585942772411001 2.730271622131853 202.4852318037985 38.40589290397085 0.011719556758617689 18.31819506983191 19.158028558330535 19.382874141760766 0.525 False False 0.3 0.7 1.5 0.02 8 3 22.936585600022227 9.696667808246971 5.651128066555113 -0.5429051373267164 1.7158818016591135 -4.184354339394664 -3.0030686453619655 False 0.036 Inputed -17.521603673726652 -16.88322311702067 """""" """""" """"""
-0.1860395609397118 0.38968648788276483 -1.4342547353013368 19.51608275791437 6787.543630079495 169.44065745912764 21 6 6 6.088113400153816 44 True False 2021ckj 136.46284583333332 -8.585433333333334 SNIc 0.143 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 136.46284583333332 -8.585433333333334 TNS 2021ckj ZTF21aajbgol 2021ckj SNIc 0.143 -0.29009015992049214 -0.010419907260462935 -0.2269180998068201 -0.15939649801935118 -0.010419907260462935 0.1586579111011659 5.649018796665729 5.649018796665729 0.4390946034880865 0.4390946034880865 59256.310601899866 59254.292986100074 19.021732507531492 19.021732507531492 19.220973048520786 5.529754329102026 0.9721980366953434 1.7292576434101177 136.46316433 -8.58579604 0.006180705633822892 20.31912144200802 21.02615126852989 20.50732200269699 0.96 """""" """""" """""" """""" 0 False True all False False 0 0.9721980366953434 1.7292576434101177 136.46316433 -8.58579604 0.006180705633822892 20.31912144200802 21.02615126852989 20.50732200269699 0.96 False False 0.3 0.7 1.5 0.02 8 3 2.017615799792111 1.7292576434101177 0.9721980366953434 0.518829265832899 1.7787092527857193 2.004418760998398 1.286348954176205 False 0.143 Inputed -19.85780890629737 -20.057049447286666 """""" """""" """"""
-0.14269364447019278 0.268124885212363 -6.853019452011995 18.654199556192676 5905.858416941679 118.42553859589145 45 25 25 43.94762740004808 38 True False 2020wie 105.15587083333331 35.047269444444446 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 105.15587083333331 35.047269444444446 TNS 2020wie ZTF20acitbmh 2020wie SNIa 0.07 -0.07271407961436438 0.44540569096517046 0.040214059576008765 0.16372827024473935 0.44540569096517046 0.7785933781301182 10.350034705965061 10.350034705965061 33.59759269408302 33.59759269408302 59143.40563660022 59135.427256899886 18.16553437077179 18.16553437077179 18.27483171861292 1.76986690231052 2.6527157860923616 5.700407811029808 105.15580632 35.04885201 0.0015803005331239683 15.636022714805604 16.868922337436675 16.07483262770176 0.8800000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.6527157860923616 5.700407811029808 105.15580632 35.04885201 0.0015803005331239683 15.636022714805604 16.868922337436675 16.07483262770176 0.8800000000000001 False False 0.3 0.7 1.5 0.02 8 3 7.97837970033288 5.700407811029808 2.6527157860923616 0.7940897097349158 2.1488950459434304 -1.2966120333351157 -2.1999990909111595 False 0.07 Inputed -19.220334232977876 -19.329631580819004 """""" """""" """"""
-0.1987678814834032 0.20459550624547407 -9.437920981834463 17.12880961414735 6092.082290047375 151.37803512360898 65 45 45 73.91672450024635 35 True False 2020yjf 145.64841666666663 -3.4901805555555554 SNIa 0.055 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 145.64841666666663 -3.4901805555555554 TNS 2020yjf ZTF20acnyxln 2020yjf SNIa 0.055 -0.10616266861575241 0.27266704565137445 -0.021170867117980663 0.07007557895255445 0.27266704565137445 0.5044281913436315 13.544859623732899 13.544859623732899 60.37186487651345 60.37186487651345 59165.52116899984 59150.52116899984 16.391993540182302 16.391993540182302 16.663613737769996 7.599314805182708 2.510114621008002 5.578365677989242 145.64918248 -3.48883267 0.009904766400539944 18.154286051273345 18.9768336561203 18.37138634200096 0.99 """""" """""" """""" """""" 0 False True all False False 0 2.510114621008002 5.578365677989242 145.64918248 -3.48883267 0.009904766400539944 18.154286051273345 18.9768336561203 18.37138634200096 0.99 False False 0.3 0.7 1.5 0.02 8 3 15.0 5.578365677989242 2.510114621008002 0.6054473141193384 2.22235495992972 2.584840115937997 1.7077726042309642 False 0.055 Inputed -20.300432168914924 -20.572052366502618 """""" """""" """"""
-0.17881922031959577 0.2860686155931525 -7.432173217389864 18.21800859623174 5308.3608308377225 177.8003915678272 14 5 5 13.057523099705577 35 True True 2020lrx 175.21174999999997 -4.222869444444444 SNIa 0.0554 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 175.21174999999997 -4.222869444444444 TNS 2020lrx ZTF20abdzief 2020lrx SNIa 0.0554 0.04884875316836457 0.40558389380992566 0.13042224705987238 0.21692310927997127 0.40558389380992566 0.6166868954399902 5.634228043678501 5.634228043678501 7.423295056027076 7.423295056027076 59011.2364236 59005.16884260019 17.827077364960644 17.928505512118885 17.827077364960644 1.0258973599663275 2.687119755649173 3.1546609261652723 175.2110378691085 -4.223382778784256 0.00032781985769292366 14.151728259519935 15.296757493581772 14.516786148904561 0.97 """""" """""" """""" """""" 0 False True all False False 0 2.687119755649173 3.1546609261652723 175.2110378691085 -4.223382778784256 0.00032781985769292366 14.151728259519935 15.296757493581772 14.516786148904561 0.97 False False 0.3 0.7 1.5 0.02 8 3 6.067580999806523 3.1546609261652723 2.687119755649173 0.779971344677211 1.1739934253146627 -2.631748018537113 -3.3102912160560827 False 0.0554 Inputed -19.152906057556873 -19.05147791039863 """""" """""" """"""
-0.0359509388407817 0.6074055419803677 -9.016640517811034 18.923960986122196 4774.487743332462 337.41690628237427 93 56 56 73.91862270003185 41 True True 2021mkr 224.21904166666664 60.83475 SLSN-I 0.28 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 224.21904166666664 60.83475 TNS 2021mkr ZTF21abbqeea 2021mkr SLSN-I 0.28 0.18315660507549936 0.37828843317069527 0.22975076132681593 0.2777820271302289 0.37828843317069527 0.4849492397966486 52.89403685301775 52.89403685301775 21.024585847014094 21.024585847014094 59397.34855319979 59349.30562500004 18.7198195836529 18.917671055356 18.7198195836529 0.8745827263140995 0.9081818136479912 1.047249229972355 224.2195997222725 60.8346467368379 0.00230463261762337 19.58676913130045 20.83362576257646 19.908369562149048 0.885 """""" """""" """""" """""" 0 False True all False False 0 0.9081818136479912 1.047249229972355 224.2195997222725 60.8346467368379 0.00230463261762337 19.58676913130045 20.83362576257646 19.908369562149048 0.885 False False 0.3 0.7 1.5 0.02 8 3 48.04292819974944 1.047249229972355 0.9081818136479912 0.9252562004274125 1.1531272860064845 1.915954707220461 1.1885499784961482 False 0.28 Inputed -21.864176726794362 -21.666325255091262 """""" """""" """"""
-0.19475680785427607 0.227623258894668 -14.084466363201656 16.539010966775553 5389.387853843739 159.49441263959335 55 30 30 73.91026620008051 57 True True 2019dwq 223.565125 4.7929889999999 SNIa 0.02756 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 223.565125 4.7929889999999 TNS 2019dwq ZTF19aarnqzw 2019dwq SNIa 0.02756 0.09373396961730407 0.5099633966696828 0.18802208557121958 0.2886138452320779 0.5099633966696828 0.7604702972328816 12.46946649572634 12.46946649572634 61.44079970435417 61.44079970435417 58616.2510532001 58597.29666669993 16.176260106439706 16.176260106439706 16.304478607363137 17.399808175127138 2.2281524449233587 19.736806412697874 223.5598159495495 4.79442706885863 0.003395751249735679 14.130624298743008 15.323538484904766 14.491051179523467 0.8350000000000002 """""" """""" """""" """""" 4 False True all False False 0 0.6920497355301622 5.7477245732902205 223.5639034985905 4.79402217649686 0.00205784304922918 16.708988946026565 17.605455473940374 17.021650129331352 0.0 False False 0.3 0.7 1.5 0.02 8 3 18.954386500176042 19.736806412697874 2.2281524449233587 0.8324873053812993 8.857924626147721 -0.8527216215349398 -1.8134274278396703 False 0.02756 Inputed -19.14479205262562 -19.27301055354905 """""" """""" """"""
-0.06024769402573223 0.4614493627985571 -9.374409475830355 17.903428772457566 5873.773616865245 381.2247952837174 97 41 41 74.91847220016643 46 True True 2019jzy 342.52070791666 21.034289 SNII 0.047 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 342.52070791666 21.034289 TNS 2019jzy ZTF19abbxykm 2019jzy SNII 0.047 -0.10772981375930257 0.029979029674340296 -0.07475452484799305 -0.04082472276169469 0.029979029674340296 0.10484513194954559 38.453447633825725 38.453447633825725 36.46502456634071 36.46502456634071 58690.45611110004 58655.46497689979 17.61017498809176 17.61017498809176 17.776754628049474 1.3017540136849044 2.317077278612078 5.940070709969066 342.52147088776553 21.0357774351305 0.006806183323405324 17.648255988879203 18.39113100018978 17.969611600146294 0.9899999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 4.60831856045561 342.521335551445 21.0354271794586 0.10120757104320288 22.44343246450424 23.66894364994049 22.209155755319596 0.025 False False 0.3 0.7 1.5 0.02 8 3 34.99113420024514 5.940070709969066 2.317077278612078 0.4215194000434863 2.563604919352172 0.7809560120980201 0.19285697209681985 False 0.047 Inputed -18.84188167454524 -19.008461314502956 """""" """""" """"""
-0.18808673547726298 0.1772525162774074 -8.068160527355587 18.302028679618708 5155.625244911619 111.19602566831735 40 30 30 62.89842589991167 22 True False 2021hup 178.52486666666667 -6.601555555555556 SNIa 0.049 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 178.52486666666667 -6.601555555555556 TNS 2021hup ZTF21aarhnwn 2021hup SNIa 0.049 0.13597283780477198 0.7863600310825518 0.27727396833522633 0.4321127801401303 0.7863600310825518 1.2075339129231608 11.089557472699616 11.089557472699616 51.808868427212055 51.808868427212055 59315.27398149995 59305.31510420004 17.858500085505764 17.858500085505764 17.8999069807726 2.369808683168961 1.387241710176157 0.6917649409912802 178.52483707 -6.60174545 0.0005735958173987976 16.938647450065613 17.755444323158265 17.239203147006034 0.9099999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.387241710176157 0.6917649409912802 178.52483707 -6.60174545 0.0005735958173987976 16.938647450065613 17.755444323158265 17.239203147006034 0.9099999999999999 False False 0.3 0.7 1.5 0.02 8 3 9.958877299912274 0.6917649409912802 1.387241710176157 0.5162411761522314 0.4986621552082927 -0.10305576234749836 -0.6607038337665649 False 0.049 Inputed -18.81024944220572 -18.851656337472555 """""" """""" """"""
-0.10051310291410168 0.44717764722340003 -10.286145014973547 18.175171595683985 4714.368962421921 125.7006790581148 23 12 12 36.08575229998678 55 True False 2019crl 91.843038333333 44.656107 SNII 0.025 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 91.843038333333 44.656107 TNS 2019crl ZTF19aandjiw 2019crl SNII 0.025 0.2918368338636448 0.9126642012593038 0.4293013162906085 0.5781024510079149 0.9126642012593038 1.3020345826754571 16.72818372013951 16.72818372013951 19.35756857984727 19.35756857984727 58581.13942130003 58562.13200230012 17.975839067779585 18.237410815050893 17.975839067779585 2.674864989956901 5.460688771441065 10.875487599118479 91.83880169 44.65631672 0.004001797522385053 15.063470590496063 15.736129828739166 15.300612341070176 1.0 """""" """""" """""" """""" 3 False True all False False 0 0.9205538610462768 7.783956107865023 91.84315415 44.65826764 0.006126970169778256 17.351871282720566 17.703064217567444 17.39404988555908 0.0 False False 0.3 0.7 1.5 0.02 8 3 19.00741899991408 10.875487599118479 5.460688771441065 0.43551748766899046 1.991596308508983 -2.501280986311727 -2.6752267267094094 False 0.025 Inputed -17.260345703128156 -16.998773955856848 """""" """""" """"""
-0.1468371411884859 0.2776986323738217 -10.504644796001681 18.350292449151297 5291.106701642873 134.2678774425356 15 13 13 60.862685199826956 28 True False 2020gar 209.49644166666664 -12.620327777777778 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 209.49644166666664 -12.620327777777778 TNS 2020gar ZTF20aauqoim 2020gar SNIa 0.07 0.10591431836947507 0.6169769628912256 0.21959092124777158 0.3423010109038742 0.6169769628912256 0.934636652609985 17.19393278638173 17.19393278638173 43.668752413445226 43.668752413445226 58956.35878469981 58937.38564810017 18.01585609291369 18.01585609291369 18.11774052187447 2.422349681920104 0.9889677668145895 20.623649986252794 209.4935573 -12.61533814 0.09198203825377071 18.470786848950386 19.758944389533998 18.902174931383133 0.99 """""" """""" """""" """""" 3 False True all False False 0 0.3461394596485252 4.617795963466005 209.49760736 -12.61973499 0.0011923289743317467 16.61125111732483 17.243212430953978 16.78705381271839 0.0 False False 0.3 0.7 1.5 0.02 8 3 18.973136599641293 0.0 0.0 0.0 0.0 5.62414390708631 5.152259478125529 True 0.07 Inputed -19.377425429716325 -19.479309858677105 """""" """""" """"""
-0.22586002204205113 0.28888566049105063 -8.285460864752869 18.5652724404848 4286.015751528482 96.50826797465635 26 13 13 29.066122699994594 49 True False 2019cqw 136.56806249999 67.513912111111 SNIIn 0.049 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 136.56806249999 67.513912111111 TNS 2019cqw ZTF19aanqzhm 2019cqw SNIIn 0.049 0.46511224873272994 1.3996598813787138 0.6651051013692495 0.8862789797726016 1.3996598813787138 2.0221915520338243 6.252797334945427 6.252797334945427 22.813325365049167 22.813325365049167 58581.239421300124 58572.198923599906 18.337997544732083 18.551630372232015 18.337997544732083 2.3621532059857575 2.354281028093745 0.6310655518958337 136.56844709 67.51400747 0.0026910698689921464 17.638125058126448 18.118835767936705 17.85364333987236 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.354281028093745 0.6310655518958337 136.56844709 67.51400747 0.0026910698689921464 17.638125058126448 18.118835767936705 17.85364333987236 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.040497700218111 0.6310655518958337 2.354281028093745 0.2651924280643456 0.2680502218576708 -0.43279460429531014 -0.4843542048597236 False 0.049 Inputed -18.372158878246236 -18.158526050746303 """""" """""" """"""
-0.16925566749857723 0.31450257217561417 -2.6580414048614944 19.143363862292382 4872.561878470192 153.56455294616762 32 15 15 15.031770799774677 52 True True 2021qyf 205.34223333333333 1.9846416666666666 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 205.34223333333333 1.9846416666666666 TNS 2021qyf ZTF21abhymom 2021qyf SNIa 0.08 0.13780245130593372 0.5855886060008793 0.23893288502006627 0.34703306872643225 0.5855886060008793 0.8565843195031846 8.29003994521824 8.29003994521824 6.741730854556436 6.741730854556436 59394.30555560021 59390.19188660011 18.806871331933756 18.934201015259443 18.806871331933756 0.7272192803524438 2.394600145399384 0.8555330719153241 205.3421051746435 1.98484184573372 0.0016843706814121395 16.958227205763457 17.8599819181633 17.276404990346432 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.394600145399384 0.8555330719153241 205.3421051746435 1.98484184573372 0.0016843706814121395 16.958227205763457 17.8599819181633 17.276404990346432 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 4.113669000100344 0.8555330719153241 2.394600145399384 0.5835769278168677 0.35727596256895483 -1.0742190970961438 -1.5304663415873243 False 0.08 Inputed -18.983062690137622 -18.855733006811935 """""" """""" """"""
-0.1671855221400922 0.21354468229356954 -8.700344769929764 18.962308554983 5902.651651590404 141.7819044013287 39 25 25 51.87709489976987 93 True False 2020rxh 273.6565875 26.96923333333333 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 273.6565875 26.96923333333333 TNS 2020rxh ZTF20abuusst 2020rxh SNIa 0.09 -0.06754252844910269 0.3541814083167196 0.026480296138394976 0.12783165589929624 0.3541814083167196 0.6150483955111206 14.5091646635917 14.5091646635917 37.36793023617817 37.36793023617817 59091.22212960012 59077.24732640013 18.316593784208294 18.316593784208294 18.634296560893535 1.192917935155087 1.3920921759383043 4.040666516535806 273.65588121 26.97016261 0.014661368345997516 19.791894218730928 20.389401026678087 20.00668424863815 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.3920921759383043 4.040666516535806 273.65588121 26.97016261 0.014661368345997516 19.791894218730928 20.389401026678087 20.00668424863815 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.974803199991584 4.040666516535806 1.3920921759383043 0.382716778039935 2.902585465515096 2.0728072424697928 1.3723876877446166 False 0.09 Inputed -19.4160880842857 -19.73379086097094 """""" """""" """"""
-0.12332234966838843 0.3839764677460232 -9.13854995222971 18.84614954198459 5258.5662244680325 207.6657047582391 49 31 31 42.758448999840766 54 True True 2018ldq 146.37717374999 15.351652 SNIa 0.0767 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 146.37717374999 15.351652 TNS 2018ldq ZTF18adazgdh 2018ldq SNIa 0.0767 0.06532305483695922 0.36919655054573397 0.1357215334389963 0.20974174537805723 0.36919655054573397 0.5448391926294534 10.648254620130476 10.648254620130476 32.11019437971029 32.11019437971029 58492.47909720009 58480.453854199965 18.567891218329123 18.59148963868991 18.567891218329123 0.3382653773116384 2.711160840138753 1.2720823130639016 146.37753886168298 15.351622044967751 0.0018859408484526163 16.75114896160841 17.62198765635967 17.088989858213665 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.711160840138753 1.2720823130639016 146.37753886168298 15.351622044967751 0.0018859408484526163 16.75114896160841 17.62198765635967 17.088989858213665 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.025243000127375 1.2720823130639016 2.711160840138753 0.5329977981460061 0.46920208282397535 -0.9695019823302395 -1.478901360115458 False 0.0767 Inputed -19.128996354452553 -19.105397934091766 """""" """""" """"""
-0.10428366273828445 0.3304686869449618 -25.068898281511565 17.764150814324655 5806.624235578134 134.6143811850687 88 59 59 60.96106480015442 48 True True 2020exr 199.68766666666664 50.62408888888889 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 199.68766666666664 50.62408888888889 TNS 2020exr ZTF20aatpwaf 2020exr SNIa 0.09 0.12813550840033727 0.6454315754415134 0.24328388777507826 0.36752181722469857 0.6454315754415134 0.9665862316434399 -14.451287242560614 -14.451287242560614 75.41235204271503 75.41235204271503 58936.29868059978 58936.29868059978 17.81837875890918 17.81837875890918 17.941980378670564 3.247234844735904 0.7 0.09245469541399334 199.687664935327 50.6241145472502 0.008459420955203134 22.359448060706853 21.60454154806316 20.48867584398687 0.9333333333333332 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.09245469541399334 199.687664935327 50.6241145472502 0.008459420955203134 22.359448060706853 21.60454154806316 20.48867584398687 0.9333333333333332 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.09245469541399334 0.7 1.1158657040762918 0.13207813630570478 3.7861627891539804 2.5466954653163043 False 0.09 Inputed -20.10840426650867 -20.232005886270056 """""" """""" """"""
-0.09995781366857984 0.3430237997414666 -6.957032897208363 18.886625163405196 5850.294102308148 135.85351409653288 17 10 10 35.909837999846786 30 True False 2019ofd 349.45323583333 -27.22766988888 SNIa 0.02 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 349.45323583333 -27.22766988888 TNS 2019ofd ZTF19abrhyqs 2019ofd SNIa 0.02 -0.0691384348917694 0.37335054798741396 0.029019936753108766 0.13517192662352073 0.37335054798741396 0.6494499602121167 12.768588129347942 12.768588129347942 23.141249870498847 23.141249870498847 58722.397708300035 58713.3761574002 18.49716168713467 18.49716168713467 18.638358125371685 0.889024582162778 1.6676413682624442 3.8747977271674485 349.45359576 -27.22664224 0.010949012475144015 19.297175823456048 19.857794104003908 19.456215619802474 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.6676413682624442 3.8747977271674485 349.45359576 -27.22664224 0.010949012475144015 19.297175823456048 19.857794104003908 19.456215619802474 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 9.021550899837166 3.8747977271674485 1.6676413682624442 0.4015784842014334 2.3235197932303 1.3606324168692367 0.8178574944307897 False 0.02 Inputed -16.110536643114408 -16.25173308135142 """""" """""" """"""
-0.19532572190921116 0.24395797671983013 -7.608159252073849 17.855478299873088 4938.637916893851 111.16319053104705 57 40 40 59.89052079990506 136 True True 2021mim 235.08902083333328 7.281527777777778 SNIa 0.03812 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 235.08902083333328 7.281527777777778 TNS 2021mim ZTF21abbkglo 2021mim SNIa 0.03812 0.1954629206955012 0.8716418394795262 0.3425484235420946 0.5035896352367146 0.8716418394795262 1.30878498046701 13.634717096352293 13.634717096352293 46.255803703552765 46.255803703552765 59363.3363194 59349.316041700076 17.478584952069994 17.48363784297007 17.478584952069994 4.315112916794285 3.725215584589708 15.950819974149049 235.09314024531602 7.28324094815344 0.0019044851149845332 13.734839332146645 14.820641548674107 14.046903450374604 0.9800000000000001 """""" """""" """""" """""" 13 False True all False False 0 0.7 4.694325901394283 235.088798415142 7.28024259801418 0.10001839799384826 22.382395317726136 22.330852180023193 22.11379720831394 0.3499999999999999 False False 0.3 0.7 1.5 0.02 8 3 14.02027769992128 15.950819974149049 3.725215584589708 0.7737380982995035 4.281851509516289 -2.6629962942959615 -3.4316815016953903 False 0.03812 Inputed -18.68069545844035 -18.675642567540276 """""" """""" """"""
-0.11063056417571152 0.43251222038231896 -9.485275435825423 19.133275430821918 5507.909576791088 95.46650881965644 43 24 24 40.9519906998612 66 True True 2021orr 255.38476666666662 13.899286111111111 SNIa 0.123 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 255.38476666666662 13.899286111111111 TNS 2021orr ZTF21abdbymn 2021orr SNIa 0.123 0.07824632204808069 0.8296485440071244 0.23750840197687495 0.4147983647685578 0.8296485440071244 1.3368277410975828 15.09190385139587 15.09190385139587 25.86008684846533 25.86008684846533 59382.317812500056 59365.316701400094 18.920770862128794 18.927579296566 18.920770862128794 0.35340060568144577 0.9306178558199858 3.2146803791786516 255.38537137 13.89861319 0.045026785737071306 22.021784738278388 24.68139489097595 24.13574589099884 0.45 """""" """""" """""" """""" 0 False True all False False 0 0.9306178558199858 3.2146803791786516 255.38537137 13.89861319 0.045026785737071306 22.021784738278388 24.68139489097595 24.13574589099884 0.45 False False 0.3 0.7 1.5 0.02 8 3 17.001111099962145 3.2146803791786516 0.9306178558199858 0.5456489999771108 3.454350632834283 5.75381559440995 5.214975028870047 False 0.123 Inputed -19.82257220290182 -19.815763768464613 """""" """""" """"""
-0.0757379552545055 0.43328679309849577 1.581226403580823 18.978426764363938 5572.554066227665 175.58048446886244 87 48 48 26.91039350023493 30 True False 2020ykb 64.03824166666665 -25.474294444444443 SNII 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 64.03824166666665 -25.474294444444443 TNS 2020ykb ZTF20acocohy 2020ykb SNII 0.09 -0.08387882033975558 0.2423859967287747 -0.009547781182053683 0.06946407667052412 0.2423859967287747 0.43667800495625997 14.510609955620655 14.510609955620655 12.399783544614277 12.399783544614277 59152.35516199982 59150.46853009984 18.682079632579807 18.682079632579807 18.709991927954952 0.6733171004574128 7.220310663887828 57.97356449995723 64.04680633 -25.46016856 0.009968409304058623 12.702351694190503 11.66995225430727 12.731103923225403 0.5 """""" """""" """""" """""" 27 False True all False False 0 0.7 8.273061591207458 64.03758588 -25.47651495 0.3481057411890782 22.81 22.783730513846873 23.64374669226408 0.35 False False 0.3 0.7 1.5 0.02 8 3 1.8866318999789655 57.97356449995723 7.220310663887828 -1.0611516689181322 8.02923408682542 -7.012127378272536 -5.97888800472955 False 0.09 Inputed -19.340392717224283 -19.36830501259943 """""" """""" """"""
-0.026630913417718435 0.3288241152806143 -11.478060118664587 20.01545993799015 6515.2032544195745 180.21400617082534 30 14 14 23.91791670024395 82 True True 2021tgd 343.7786791666666 1.519725 SNIa 0.142 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 343.7786791666666 1.519725 TNS 2021tgd ZTF21abmdnya 2021tgd SNIa 0.142 -0.18492512845266873 0.10489030589411286 -0.11888932306993993 -0.048701389695242625 0.10489030589411286 0.27742117807218847 34.273613698186885 34.273613698186885 -10.355696997942935 -10.355696997942935 59410.441770799924 59406.45480319997 19.683688338612424 19.683688338612424 19.812732500957363 1.106783834630676 1.8779339680933238 3.3040010158859268 343.7794170386735 1.52027111771531 0.006792710094638776 18.72352499501944 19.387986181845665 18.986482226190567 0.985 """""" """""" """""" """""" 0 False True all False False 0 1.8779339680933238 3.3040010158859268 343.7794170386735 1.52027111771531 0.006792710094638776 18.72352499501944 19.387986181845665 18.986482226190567 0.985 False False 0.3 0.7 1.5 0.02 8 3 3.986967599950731 3.3040010158859268 1.8779339680933238 0.4015039556550981 1.7593808259618928 -0.29570215676675815 -0.8262502747667959 False 0.142 Inputed -19.25040703002941 -19.37945119237435 """""" """""" """"""
-0.05857853097888757 0.38408594457828404 -9.398619096836576 19.68307584152688 4854.809411224571 260.67515749698765 66 55 55 58.925601799972355 40 True False 2020yhy 138.83864999999997 78.13381111111111 SNIIn 0.106 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 138.83864999999997 78.13381111111111 TNS 2020yhy ZTF20acisvli 2020yhy SNIIn 0.106 0.1718186096963592 0.4270794170778984 0.23194583949268832 0.2944834908017775 0.4270794170778984 0.5702093821397156 28.975046793233787 28.975046793233787 29.95055500673857 29.95055500673857 59157.45241900021 59135.41390050016 19.4076129250303 19.574493825301115 19.4076129250303 0.235717161393918 1.0890441079138569 1.959438968445283 138.83719575 78.1342659 0.003999592893908943 19.432735257077216 20.083536433124543 19.616227060508727 0.97 """""" """""" """""" """""" 0 False True all False False 0 1.0890441079138569 1.959438968445283 138.83719575 78.1342659 0.003999592893908943 19.432735257077216 20.083536433124543 19.616227060508727 0.97 False False 0.3 0.7 1.5 0.02 8 3 22.038518500048667 1.959438968445283 1.0890441079138569 0.46730937261581573 1.799228290393794 0.509042607823428 0.20861413547842744 False 0.106 Inputed -19.005344800474944 -18.83846390020413 """""" """""" """"""
-0.1679773111130709 0.22921268030632264 -8.124032290737574 18.58156885974024 6291.724209127781 89.37904536540665 29 21 21 55.9195602000691 32 True True 2021cev 200.67956666666663 -2.169408333333333 SNIa 0.076231 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 200.67956666666663 -2.169408333333333 TNS 2021cev ZTF21aahptas 2021cev SNIa 0.076231 -0.11074184566091816 0.5954221253878487 0.03627272200186127 0.20183464957617048 0.5954221253878487 1.085351540321465 13.638701251470563 13.638701251470563 42.280858948598535 42.280858948598535 59264.41390050016 59251.42083329987 17.970215988473726 17.970215988473726 18.174478818441646 1.215029420427889 1.7102786428890049 0.07767395852803707 200.6795451327745 -2.16940990941495 0.000561423845056308 16.438105838303564 17.470549584716558 16.812271063113215 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.7102786428890049 0.07767395852803707 200.6795451327745 -2.16940990941495 0.000561423845056308 16.438105838303564 17.470549584716558 16.812271063113215 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.993067200295627 0.07767395852803707 1.7102786428890049 0.6582785216033429 0.04541596707120784 -0.49966640375716764 -1.3622077553284306 False 0.076231 Inputed -19.508865346597595 -19.713128176565515 """""" """""" """"""
-0.011696108119169369 0.5090346543205547 -19.52455356240819 18.954764342800214 4805.5105304120625 344.89266281677567 56 34 34 73.95372689981014 57 True True 2019jyu 5.6612041666666 -0.1579785 SNII 0.134 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 5.6612041666666 -0.1579785 TNS 2019jyu ZTF19abcejsg 2019jyu SNII 0.134 0.2198450157183629 0.415076324848517 0.26652179639496154 0.31459821310054537 0.415076324848517 0.5215401411688774 43.22830372396474 43.22830372396474 30.725423175845393 30.725423175845393 58667.46429400006 58662.443391200155 18.817997127126368 19.110861478453796 18.817997127126368 0.5859293009056302 1.6923005678314311 1.7817669358751091 5.660818472331045 -0.1576683356568045 0.002354976697537481 18.03281043639302 19.14332459171295 18.48293880707383 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.6923005678314311 1.7817669358751091 5.660818472331045 -0.1576683356568045 0.002354976697537481 18.03281043639302 19.14332459171295 18.48293880707383 1.0 False False 0.3 0.7 1.5 0.02 8 3 5.020902799908072 1.7817669358751091 1.6923005678314311 0.6603857846391215 1.0528667127721425 0.03246311325915485 -0.3350583200525392 False 0.134 Inputed -20.11595442324333 -19.823090071915903 """""" """""" """"""
-0.16677401686557863 0.550660305285375 -11.271828353256694 15.831760316244633 7491.873614736345 219.31684234333687 34 20 20 32.00209489976987 161 True True 2020wgy 301.4387416666666 8.838922222222223 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 301.4387416666666 8.838922222222223 TNS 2020wgy ZTF20acinuir 2020wgy CV 0.0 -0.3460125015889961 -0.1492410049914774 -0.30058647398637106 -0.2527156612368344 -0.1492410049914774 -0.034777932288434954 -5.707561942850651 -5.707561942850651 37.709656842620525 37.709656842620525 59137.1296064998 59135.14285880001 15.073956188752211 15.073956188752211 15.494163055430104 83.87168654978456 0.807370008091056 2.4123403315398453 301.43806352 8.83892086 0.016272066786021222 21.311875453567506 23.686469425296785 22.357444770908355 0.45 """""" """""" """""" """""" 0 False True all False False 0 0.807370008091056 2.4123403315398453 301.43806352 8.83892086 0.016272066786021222 21.311875453567506 23.686469425296785 22.357444770908355 0.45 False False 0.3 0.7 1.5 0.02 8 3 1.986747699789703 2.4123403315398453 0.807370008091056 1.32902465438843 2.9878993613393914 8.612513236544574 6.8632817154782515 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.16719064883882395 0.2197492139605638 -6.838115321217774 17.723714697449893 4569.50633496251 157.450225066464 33 31 31 74.97168979980052 30 True True 2021qxu 7.872375000000001 17.38333888888889 SNIa 0.038 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 7.872375000000001 17.38333888888889 TNS 2021qxu ZTF21abiacmi 2021qxu SNIa 0.038 0.2799477290661869 0.7562516318889756 0.3880164714434642 0.5031816559545277 0.7562516318889756 1.0422932798086393 13.296262626501013 13.296262626501013 61.675427173299504 61.675427173299504 59401.461412000004 59390.390150499996 17.29092895808795 17.475110162363887 17.29092895808795 5.190952381194066 2.7977538806689997 3.097332538065916 7.87213642349716 17.382509191142297 0.0004839683538169215 14.596196374366283 15.954761761558055 15.08903981887579 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.7977538806689997 3.097332538065916 7.87213642349716 17.382509191142297 0.0004839683538169215 14.596196374366283 15.954761761558055 15.08903981887579 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 11.071261500008404 3.097332538065916 2.7977538806689997 0.8657219426822653 1.107078274278108 -1.5203484008058314 -2.2018891392121596 False 0.038 Inputed -18.861441692805645 -18.677260488529708 """""" """""" """"""
-0.15552168888503307 0.29002171981734165 -4.547948332807997 19.007954522391366 5912.4036891383585 61.429080617085674 99 70 70 41.95640050014481 51 True True 2021hwx 229.86087499999996 23.397630555555555 SNIa 0.0875 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 229.86087499999996 23.397630555555555 TNS 2021hwx ZTF21aasaxdk 2021hwx SNIa 0.0875 -0.05331804604892909 1.147313918999032 0.17749561450890639 0.4506259935888295 1.147313918999032 2.093859070902546 13.33805752013715 13.33805752013715 28.61834298000766 28.61834298000766 59317.28898150008 59307.36199070001 18.5881029066038 18.5881029066038 18.681097880922305 0.6842060045872178 2.931620891649084 4.972870433950712 229.8597975076765 23.396666074978548 0.0024388730728351904 16.2413934655118 17.374285637373923 16.59269382490635 0.99 """""" """""" """""" """""" 0 False True all False False 0 2.931620891649084 4.972870433950712 229.8597975076765 23.396666074978548 0.0024388730728351904 16.2413934655118 17.374285637373923 16.59269382490635 0.99 False False 0.3 0.7 1.5 0.02 8 3 9.926990800071508 4.972870433950712 2.931620891649084 0.7815918124675747 1.6962870090454951 -1.213817269229878 -2.088404056015957 False 0.0875 Inputed -19.30695363253065 -19.399948606849154 """""" """""" """"""
-0.12424531659846863 0.34955725924061243 -8.609544386834994 18.657300859144648 5919.361354641578 67.41425421066253 53 26 26 39.94093749998137 31 True False 2020kum 148.768825 79.28478888888888 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 148.768825 79.28478888888888 TNS 2020kum ZTF20abasqfx 2020kum SNIa 0.09 0.016812695877785444 1.134121737419271 0.23734533550389614 0.4940475143234906 1.134121737419271 1.9805397239786018 17.79109094133682 17.79109094133682 22.149846558644555 22.149846558644555 59005.17915510014 58987.238298600074 18.34658538420439 18.34658538420439 18.500896544485098 1.1529104105887484 0.7717814425341558 11.544258290341407 148.78298357 79.28295801 0.509388895187898 22.617257960617543 23.43245994296074 23.764901301383972 0.2 """""" """""" """""" """""" 2 False True all False False 0 0.4413711830670066 7.10938937259998 148.777703 79.28587311 0.006011466059113624 17.616847654771806 18.998457719302177 18.149253284424542 0.0 False False 0.3 0.7 1.5 0.02 8 3 17.94085650006309 0.0 0.0 0.0 0.0 5.293414615795612 4.769103455514902 True 0.09 Inputed -19.549488100694138 -19.703799260974847 """""" """""" """"""
-0.06425137945819226 0.19641490734294603 -34.578036588860414 18.926586720275058 6306.759163729628 154.0036006456925 66 50 50 73.94776620017365 43 True True 2021fzp 220.98375 16.413249999999998 SNII 0.054 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 220.98375 16.413249999999998 TNS 2021fzp ZTF21aapjmgf 2021fzp SNII 0.054 0.06355385741866115 0.48751231867140277 0.15920208510581801 0.26151522720304854 0.48751231867140277 0.7444941485495278 -7.186904337258746 -7.186904337258746 81.13467053743238 81.13467053743238 59292.433032399975 59290.372500000056 18.331764359911496 18.331764359911496 18.49059190484504 2.7169866247071592 1.6940626026748715 0.42080876567232345 220.98385669393048 16.41319352989375 0.0027736668948348253 18.547484574639796 18.89939984582901 18.664642339297533 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.6940626026748715 0.42080876567232345 220.98385669393048 16.41319352989375 0.0027736668948348253 18.547484574639796 18.89939984582901 18.664642339297533 0.99 False False 0.3 0.7 1.5 0.02 8 3 2.060532399918884 0.42080876567232345 1.6940626026748715 0.23475750653147642 0.24840213402260322 0.5676354859175134 0.1740504344524929 False 0.054 Inputed -18.43310311976174 -18.591930664695283 """""" """""" """"""
-0.025176389547051013 0.4441102680947025 -24.930656894600848 18.612696946598298 4649.08605939913 180.63607209661077 16 16 16 44.96447920007631 24 True True 2021sau 3.1514583333333333 -20.318316666666668 SNII 0.0268719997 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 3.1514583333333333 -20.318316666666668 TNS 2021sau ZTF21abjamta 2021sau SNII 0.0268719997 0.41243850606963406 0.8530019455735811 0.5137931721607956 0.6208352962447421 0.8530019455735811 1.1111244413892152 11.311193712211338 11.311193712211338 33.65328548786498 33.65328548786498 59401.45932869986 59397.45730319992 18.543971914499867 18.69637417726109 18.543971914499867 0.9956936836674449 5.456883563697844 8.717549019548386 3.14889544044162 -20.318612342826 0.0024624640872215053 14.68246776082158 15.329300404789446 14.890326550173759 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 2.79885916051118 3.15066657478131 -20.3185472079758 0.024467060737350388 21.656322915828227 20.931429996840954 20.995719754583835 0.05 False False 0.3 0.7 1.5 0.02 8 3 4.0020254999399185 8.717549019548386 5.456883563697844 0.4389738546156874 1.5975325325873289 -3.3670737724716453 -3.653645364326108 False 0.0268719997 Inputed -16.850029942546424 -16.6976276797852 """""" """""" """"""
-0.13896274899188882 0.47481479518602254 -4.069970000094234 18.810353122588108 5748.711742503113 131.60113171079558 18 13 13 24.961064800154418 77 True True 2020yhn 331.01112499999994 3.2848805555555556 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 331.01112499999994 3.2848805555555556 TNS 2020yhn ZTF20aclwwhz 2020yhn SNIa 0.09 -0.07267852534625163 0.38514209539020783 0.028481129099649394 0.13815686384310766 0.38514209539020783 0.6727522134174677 12.301613910786148 12.301613910786148 12.65945088936827 12.65945088936827 59155.17288189987 59144.16122689983 18.507189286603783 18.507189286603783 18.638829891816084 0.4750645944336663 1.8324156805094372 1.1353019690794177 331.011155595607 3.28456667666579 0.0019447469619923163 17.772608038721085 18.430981393642426 18.0862534590888 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.8324156805094372 1.1353019690794177 331.011155595607 3.28456667666579 0.0019447469619923163 17.772608038721085 18.430981393642426 18.0862534590888 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.011655000038445 1.1353019690794177 1.8324156805094372 0.3447279345536245 0.6195657356325328 -0.07620789296135655 -0.5525764327272817 False 0.09 Inputed -19.411554753363152 -19.543195358575453 """""" """""" """"""
-0.18227113075708104 0.22181141551233152 -11.9642362158777 16.68268538587635 5614.398898430492 141.9114141740513 117 63 63 70.04377320036292 36 True False 2018izd 105.72764708333 33.8375055 SNIa 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 105.72764708333 33.8375055 TNS 2018izd ZTF18acqxcga 2018izd SNIa 0.03 0.029917040861903388 0.48417450835945886 0.13143722996651164 0.24069677348829543 0.48417450835945886 0.7640980023200328 17.26193893959391 17.26193893959391 52.78183426076901 52.78183426076901 58464.3287037001 58443.36454859981 16.120283980082455 16.120283980082455 16.23892776719303 11.109576498844353 1.0726760093378043 0.6858247225627941 105.72771133 33.83768838 0.009850257408401952 21.314907897782327 20.880898264884948 20.796883617305756 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.0726760093378043 0.6858247225627941 105.72771133 33.83768838 0.009850257408401952 21.314907897782327 20.880898264884948 20.796883617305756 1.0 False False 0.3 0.7 1.5 0.02 8 3 20.964155100286007 0.6858247225627941 1.0726760093378043 0.08401464757919186 0.6393586848149748 4.760614284802493 4.557955850112727 False 0.03 Inputed -19.3958696864323 -19.514513473542873 """""" """""" """"""
-0.13579102650324254 0.3519729000107112 -8.323133772449367 19.078934088270557 5127.170793492425 185.6778890669743 29 14 14 30.854294000193477 61 True True 2021bnf 128.29537499999998 7.597652777777777 SNIa 0.13 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 128.29537499999998 7.597652777777777 TNS 2021bnf ZTF21aagnvvk 2021bnf SNIa 0.13 0.10307324020156727 0.4563400095537027 0.18422917780697645 0.2700273726039413 0.4563400095537027 0.6636830391566555 15.368853516104064 15.368853516104064 15.485440484089413 15.485440484089413 59248.38325229986 59232.38103009993 18.83866598098894 18.908814973161427 18.83866598098894 0.19538114071807242 1.0106688611145938 9.10618868264572 128.2949867264835 7.600152824628915 0.012593024466835079 17.89968856653094 18.701010245504378 18.21906234548569 0.99 """""" """""" """""" """""" 1 False True all False False 0 0.6915797447274311 7.213833623884403 128.2937834253085 7.598888319743764 0.038903303694908575 20.030734621499775 21.135065695706608 20.494738333636523 0.865 False False 0.3 0.7 1.5 0.02 8 3 16.00222219992429 9.10618868264572 1.0106688611145938 0.4819479000186888 9.010061586940713 -0.20780472765704872 -0.6196036355032497 False 0.13 Inputed -20.027817274833456 -19.95766828266097 """""" """""" """"""
-0.028577367369621888 0.5214913860907716 -25.210613180899998 18.7724036727943 5047.098439254546 364.1149825262431 77 51 51 74.04570600017905 51 True True 2021nxq 216.33616249999997 37.76241666666667 SLSN-I 0.15 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 216.33616249999997 37.76241666666667 TNS 2021nxq ZTF21abcpsjy 2021nxq SLSN-I 0.15 0.1631463199768035 0.3407877435255955 0.2057008967050642 0.24947531021397396 0.3407877435255955 0.4372976558293722 62.558621983845086 62.558621983845086 11.487084016333966 11.487084016333966 59427.20394679997 59362.217164400034 18.6473409790372 18.751208395760653 18.6473409790372 0.450579999579805 0.7 0.5669773669496015 216.33600712 37.7623181 0.022281921266139926 23.449099655219914 24.243952367693186 23.72337290108204 0.5 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.5669773669496015 216.33600712 37.7623181 0.022281921266139926 23.449099655219914 24.243952367693186 23.72337290108204 0.5 False False 0.3 0.7 1.5 0.02 8 3 64.98678239993751 0.5669773669496015 0.7 0.5205794666111458 0.8099676670708594 5.4927439719325335 5.076031922044841 False 0.15 Inputed -20.538015091962226 -20.434147675238773 """""" """""" """"""
-0.12693104950256523 0.36948093673241456 -20.30871522225101 18.4826758554512 4620.5342621097025 201.4869398062932 37 12 12 16.036273199599236 44 True True 2021bob 12.281562499999998 18.25716111111111 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 12.281562499999998 18.25716111111111 TNS 2021bob ZTF21aagkvqa 2021bob SNIa 0.06 0.357971425794517 0.7367167928313414 0.4458173656435669 0.5381058729136896 0.7367167928313414 0.9553057780060428 -12.46464447761807 -12.46464447761807 28.500917677217306 28.500917677217306 59248.1245833002 59248.1245833002 18.537301116515717 18.81366623133924 18.537301116515717 0.8688560356324688 3.752824699749615 7.471302629753904 12.27975064193835 18.258321504696852 0.001550977165333589 14.802130309314727 15.978091374173164 15.223954314444065 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.752824699749615 7.471302629753904 12.27975064193835 18.258321504696852 0.001550977165333589 14.802130309314727 15.978091374173164 15.223954314444065 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 0.0 7.471302629753904 3.752824699749615 0.7541370597291 1.9908477553594182 -2.835574857166076 -3.3133468020716528 False 0.06 Inputed -18.618199864682083 -18.34183474985856 """""" """""" """"""
-0.007126941943165545 0.7697717248065632 -19.015395086550644 17.312672997270944 5844.874975120698 125.8061762346925 30 20 20 66.97980319987983 23 True False 2018hqt 210.72620791666 73.082719 SNII 0.03013 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 210.72620791666 73.082719 TNS 2018hqt ZTF18acbwglb 2018hqt SNII 0.03013 0.0673705289219022 0.603956290438056 0.1856896153441454 0.31412976180343577 0.603956290438056 0.9424999693022329 17.698986967430233 17.698986967430233 49.280816232449595 49.280816232449595 58427.53560189996 58427.53560189996 17.16820658812779 17.16820658812779 17.396651441526092 5.666861271024629 5.719813074506561 7.096344976783299 210.7195766 73.08231649 0.0014461563897644192 14.07847133244276 15.212885781693458 14.499619610595703 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.8892666244348577 6.499576506648824 210.73115348 73.08380927 0.031207755906862866 19.962362157052755 19.281968943381308 20.674207294785976 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 7.096344976783299 5.719813074506561 0.7132661710977555 1.2406602950736267 -1.955320806434333 -2.8970318309303895 False 0.03013 Inputed -18.2476053209547 -18.476050174353002 """""" """""" """"""
-0.08654347144441554 0.4946951681913728 -4.378090277684574 18.79545809558748 6281.339359080535 106.04033524317762 35 25 25 45.849953699857 40 True True 2019gfm 233.94413927 24.06247988 SLSN-I 0.18167 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 233.94413927 24.06247988 TNS 2019gfm ZTF19aavouyw 2019gfm SLSN-I 0.18167 -0.1684688483554666 0.3764294491443181 -0.051987398660706674 0.0770084949932297 0.3764294491443181 0.7382249901073692 15.62065683743215 15.62065683743215 30.229296862424846 30.229296862424846 58644.21077550016 58632.34451390011 18.495163980523152 18.495163980523152 18.7142367068515 0.588846719057122 2.2307167179554663 6.502123972215421 233.94465854523548 24.06422267823475 0.005353797777282954 17.211339895704985 18.23965640399933 17.53961928581953 0.97 """""" """""" """""" """""" 0 False True all False False 0 2.2307167179554663 6.502123972215421 233.94465854523548 24.06422267823475 0.005353797777282954 17.211339895704985 18.23965640399933 17.53961928581953 0.97 False False 0.3 0.7 1.5 0.02 8 3 11.866261600051075 6.502123972215421 2.2307167179554663 0.7000371181798002 2.914813844303304 -0.25550757652382217 -1.1746174210319715 False 0.18167 Inputed -20.89910494507505 -21.118177671403398 """""" """""" """"""
-0.013719965265061279 0.18116940315630528 -1.5207295644622998 18.847842367609346 5375.60361016819 122.97591654518752 75 43 43 70.8830208000727 36 True True 2021nyu 242.77081249999998 18.49953888888889 SNII 0.035955 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 242.77081249999998 18.49953888888889 TNS 2021nyu ZTF21abczimc 2021nyu SNII 0.035955 -0.009008801769887498 0.5120196584255581 0.10533152707557747 0.22983997797709677 0.5120196584255581 0.8433190295182236 127.03250100335555 127.03250100335555 -56.14948020328285 -56.14948020328285 59369.371030100156 59365.33143519983 18.685073445116647 18.685073445116647 18.70774249607064 1.7571914636960881 4.178034875081536 4.57047947830543 242.7721462340195 18.49942902742255 0.0011092380115205192 14.639924443950653 15.360983662850856 14.910495871653556 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.178034875081536 4.57047947830543 242.7721462340195 18.49942902742255 0.0011092380115205192 14.639924443950653 15.360983662850856 14.910495871653556 1.0 False False 0.3 0.7 1.5 0.02 8 3 4.039594900328666 4.57047947830543 4.178034875081536 0.4504877911973004 1.0939304278105708 -3.3240897822657907 -3.7972466244170846 False 0.035955 Inputed -17.32342529740066 -17.346094348354654 """""" """""" """"""
-0.07125303057223199 0.3512397352704474 -18.465559708680797 19.383089309540846 5165.183367754167 176.97425025247063 32 32 32 51.0303239999339 31 True True 2020myh 354.37728605 21.7118927 SLSN-I 0.283 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 354.37728605 21.7118927 TNS 2020myh ZTF20abgbxby 2020myh SLSN-I 0.283 0.1815533007001804 0.5744068153677517 0.27153462091185787 0.3668447761069231 0.5744068153677517 0.806278344676592 -3.7023673368543815 -3.7023673368543815 54.73269133678828 54.73269133678828 59018.467951400205 59018.38885420002 19.24694115943767 19.300219894529235 19.24694115943767 0.5403721295074905 0.7 1.381740951498684 354.37765119 21.71171316 0.10459466089143366 24.84617122526169 27.0993724861145 22.687084642207623 0.5 """""" """""" """""" """""" 0 False True all False False 0 0.7 1.381740951498684 354.37765119 21.71171316 0.10459466089143366 24.84617122526169 27.0993724861145 22.687084642207623 0.5 False False 0.3 0.7 1.5 0.02 8 3 0.0790972001850605 0.0 0.0 0.0 0.0 4.339780105470766 4.023058840562328 True 0.283 Inputed -21.361019387411773 -21.30774065232021 """""" """""" """"""
-0.18360142796178897 0.2017925237379019 -9.05171320442927 17.540514212486464 5743.074819184677 122.47104485854433 197 136 136 74.76592590007931 41 True False 2020qic 3.7733333333333325 43.34328888888889 SNIa 0.048 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 3.7733333333333325 43.34328888888889 TNS 2020qic ZTF20aboquuv 2020qic SNIa 0.048 -0.015160403001168277 0.5059389624582238 0.09911548342952159 0.22361004345741264 0.5059389624582238 0.8376692856491097 16.602068852685182 16.602068852685182 58.16385704739413 58.16385704739413 59071.407627299894 59054.471180600114 16.998077434503248 16.998077434503248 17.085591441172003 3.8308876593686016 1.578988590834832 3.843750246805796 3.77234018 43.34250256 0.006498569168964408 18.679653899669646 19.230582013082504 18.924790193080902 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.578988590834832 3.843750246805796 3.77234018 43.34250256 0.006498569168964408 18.679653899669646 19.230582013082504 18.924790193080902 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.93644669977948 3.843750246805796 1.578988590834832 0.3057918200016019 2.4343116024502462 2.232504578579256 1.8391987519088993 False 0.048 Inputed -19.579276903846903 -19.666790910515658 """""" """""" """"""
-0.14235152050878935 0.41010356694526495 -5.741939296887604 18.945973650361836 5665.526977319285 160.11613154667864 53 29 29 32.9120139000006 50 True True 2021rkv 332.9791708333333 17.56895 SNIa 0.091 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 332.9791708333333 17.56895 TNS 2021rkv ZTF21abizxkw 2021rkv SNIa 0.091 -0.04748971039646932 0.3254756460400827 0.03679408792471506 0.12685725720588437 0.3254756460400827 0.5508055109463044 11.46182901178616 11.46182901178616 21.450184888214444 21.450184888214444 59408.383541699965 59397.44135419978 18.653708555728418 18.653708555728418 18.76763030120501 0.4603329317663375 2.27543798881591 0.161390182643996 332.9791240354585 17.56894560811965 0.0006344960267309352 15.846698864231108 17.039903338389394 16.236848643990754 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.27543798881591 0.161390182643996 332.9791240354585 17.56894560811965 0.0006344960267309352 15.846698864231108 17.039903338389394 16.236848643990754 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 10.942187500186265 0.161390182643996 2.27543798881591 0.8030546943986394 0.07092708456009386 -1.6138052173390243 -2.5307816572142556 False 0.091 Inputed -19.307211031117603 -19.421132776594195 """""" """""" """"""
-0.030096892230376072 0.3508997822692349 -10.336172254720159 18.05136713978929 3921.596576918448 310.0632461918364 34 23 23 67.91942129982635 129 True False 2020hfn 297.1999583333333 -10.572955555555556 SNIIn 0.024854 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 297.1999583333333 -10.572955555555556 TNS 2020hfn ZTF20aawijco 2020hfn SNIIn 0.024854 0.5329509044418579 0.7942051101987673 0.595220336045422 0.6594847474177499 0.7942051101987673 0.9375421701095661 37.48782606791135 37.48782606791135 30.431595231915004 30.431595231915004 58977.48643520009 58964.45854170015 17.78659716931535 18.578516758918425 17.78659716931535 0.6770900399887121 3.386491675726023 4.052926495993686 297.19920468 -10.57380325 0.0009432983684203311 14.921057809257507 15.159208078098295 15.113534529781342 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.386491675726023 4.052926495993686 297.19920468 -10.57380325 0.0009432983684203311 14.921057809257507 15.159208078098295 15.113534529781342 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.027893499936908 4.052926495993686 3.386491675726023 0.04567354831695347 1.196792103475284 -3.41930868082013 -2.673062639534008 False 0.024854 Inputed -17.436789498259348 -16.644869908656272 """""" """""" """"""
-0.07365397355689701 0.39761871970398216 -15.144425464978951 17.662696060475746 5583.271785784016 141.410598924974 45 45 45 65.94564819987863 56 True False 2021ag 248.6038625 7.285038888888889 SNIa 0.053 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 248.6038625 7.285038888888889 TNS 2021ag ZTF21aaaigfg 2021ag SNIa 0.053 0.06985267365174508 0.5393234471721087 0.17482016449950777 0.28775476393153454 0.5393234471721087 0.8284447966310715 -2.620424331317116 -2.620424331317116 68.56607253119574 68.56607253119574 59216.56217590021 59216.559722200036 17.37457142906392 17.90500731641496 17.37457142906392 1.6811746658467976 0.7459408261276713 0.6061326788363965 248.60403007 7.28501205 0.002962175474920836 20.61216366200447 21.003400710391997 20.704638488817213 0.6125 """""" """""" """""" """""" 0 False True all False False 0 0.7459408261276713 0.6061326788363965 248.60403007 7.28501205 0.002962175474920836 20.61216366200447 21.003400710391997 20.704638488817213 0.6125 False False 0.3 0.7 1.5 0.02 8 3 0.0024537001736462116 0.6061326788363965 0.7459408261276713 0.2987622215747834 0.812574748030555 3.0983933939770374 3.3300670597532935 False 0.053 Inputed -19.50802664507063 -18.97759075771959 """""" """""" """"""
-0.18630724763284065 0.20458531351535456 -8.189350851915501 17.940894177388337 6005.088561433543 171.4547819877734 56 41 41 74.04846070008352 21 True False 2021bou 96.51241666666665 86.6905 SNIa 0.055 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 96.51241666666665 86.6905 TNS 2021bou ZTF21aagmqic 2021bou SNIa 0.055 -0.10641087917733572 0.22239614282254294 -0.031704623297748924 0.047846723321388396 0.22239614282254294 0.41914361212260687 12.310403888073765 12.310403888073765 61.73805681200976 61.73805681200976 59260.201180600096 59248.21837959997 17.238224991228012 17.238224991228012 17.505387515080407 2.39068694101166 4.282090775053767 8.489049983293635 96.5356309 86.68856004 0.0028137176530275143 15.245091420030594 15.731962696504592 15.401833802461624 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.282090775053767 8.489049983293635 96.5356309 86.68856004 0.0028137176530275143 15.245091420030594 15.731962696504592 15.401833802461624 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.982801000121981 8.489049983293635 4.282090775053767 0.33012889404296786 1.9824544665770294 -1.5062622947234203 -2.1035537126187833 False 0.055 Inputed -19.458658391604512 -19.725820915456907 """""" """""" """"""
-0.07677151935914625 0.3261493329929479 -12.65995569169197 18.369709000148735 5516.565779330347 191.7419392783356 46 34 34 71.8678820002824 43 True True 2019bvs 201.45479208333 34.489431 SNII 0.03422 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 201.45479208333 34.489431 TNS 2019bvs ZTF19aamhgwm 2019bvs SNII 0.03422 0.02894215955440771 0.352112439396592 0.1032963187938698 0.18182797275389717 0.352112439396592 0.5412431743207087 17.87646235541325 17.87646235541325 53.991419644869154 53.991419644869154 58572.36423610011 58556.421770799905 18.04867736921245 18.06338123098068 18.04867736921245 0.8295058223454602 4.5318585473749025 5.915311119798281 201.454718881261 34.49107303388255 0.001819437091235221 14.955151578633487 15.66574617613852 15.175396439350248 0.9949999999999999 """""" """""" """""" """""" 4 False True all False False 0 0.7 0.5037624844605253 201.454664187867 34.4893389721768 0.004159316792575751 21.267796085287333 21.18597219890356 21.304902899833916 0.06999999999999999 False False 0.3 0.7 1.5 0.02 8 3 15.942465300206095 5.915311119798281 4.5318585473749025 0.49034973678827143 1.3052726730018414 -2.397635054842162 -2.873280929862201 False 0.03422 Inputed -17.87417226644782 -17.85946840467959 """""" """""" """"""
-0.11922532770140687 0.35838315663487996 -3.6884645722023977 18.456832998557683 6216.45072610678 202.34265915647643 21 12 12 49.979675999842584 64 True False 2020cyp 242.70524999999998 1.624938888888889 SNIa 0.076 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 242.70524999999998 1.624938888888889 TNS 2020cyp ZTF20aappgod 2020cyp SNIa 0.076 -0.18321983368829464 0.07184715153207222 -0.12450867369303609 -0.06251619498918615 0.07184715153207222 0.2209701722852273 14.94017495093797 14.94017495093797 35.03950104890461 35.03950104890461 58904.54749999987 58894.52569440007 18.04452358251516 18.04452358251516 18.219181352131233 0.39887972491693985 2.1689424806510145 5.849741482323245 242.70371752 1.62439687 0.008347248502533877 18.007167721033095 18.692694574785232 18.29053895468712 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.1689424806510145 5.849741482323245 242.70371752 1.62439687 0.008347248502533877 18.007167721033095 18.692694574785232 18.29053895468712 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.021805599797517 5.849741482323245 2.1689424806510145 0.4021556200981138 2.697047770749286 0.6481709922700709 0.07135760255588508 False 0.076 Inputed -19.457461932301463 -19.632119701917535 """""" """""" """"""
-0.16594163984185817 0.27245425005859536 -4.238065492345342 18.815519545092116 5606.224629470797 154.2459697612284 32 18 18 42.02568279998377 36 True True 2019giu 191.95865833333 41.857248111111 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 191.95865833333 41.857248111111 TNS 2019giu ZTF19aavnxwj 2019giu SNIa 0.08 -0.044697846372265815 0.34531356642579425 0.04310664319751467 0.13716070862399476 0.34531356642579425 0.582510185688669 12.592427886282142 12.592427886282142 29.433254913701628 29.433254913701628 58641.18744210014 58632.192743100226 18.40914836582772 18.40914836582772 18.415872354144216 1.4404347732920064 1.69658268218551 0.3560035395629078 191.95852969885152 41.85722361637815 0.0009843860587137598 17.184831876161695 18.280223449070455 17.61886896056533 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.69658268218551 0.3560035395629078 191.95852969885152 41.85722361637815 0.0009843860587137598 17.184831876161695 18.280223449070455 17.61886896056533 0.99 False False 0.3 0.7 1.5 0.02 8 3 8.994698999915272 0.3560035395629078 1.69658268218551 0.6613544885051255 0.20983565569837712 -0.12892491675726347 -0.7970033935788869 False 0.08 Inputed -19.374061667927162 -19.38078565624366 """""" """""" """"""
-0.12122435931968817 0.3331292857991427 -12.33678518464657 17.268104658313685 6455.193374133063 219.6219338666175 30 15 15 35.95386580005288 84 True False 2021lmr 247.49645833333332 -18.348469444444444 SNIa 0.052 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 247.49645833333332 -18.348469444444444 TNS 2021lmr ZTF21aaylweu 2021lmr SNIa 0.052 -0.18292143891323676 0.05011844901432738 -0.12893127636134238 -0.07216404498466034 0.05011844901432738 0.18478123583306783 -3.2690975938412645 -3.2690975938412645 39.22296339389415 39.22296339389415 59337.411631899886 59337.411631899886 16.821745664354093 16.821745664354093 17.11834196734089 0.7519150929964309 4.169247647316467 7.195241926588586 247.49849419 -18.34795884 0.0014913092147809115 14.647283316612244 15.745249752044678 14.936174874877931 0.9099999999999999 """""" """""" """""" """""" 2 False True all False False 0 0.9901209010506384 5.110084974920597 247.49676904 -18.34708095 0.000638244494801099 15.366932036972045 17.070455878448485 16.328311111450194 0.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 7.195241926588586 4.169247647316467 0.8090748771667471 1.725789047628245 -1.076495912309415 -2.182167092462958 False 0.052 Inputed -19.722384709493987 -20.018981012480783 """""" """""" """"""
-0.009799385601539656 0.3311815196367342 -8.062295213161836 19.00147746063834 4365.962730314828 239.9894828426016 27 21 21 55.039502299856395 55 True True 2019rqk 139.52578666666 13.471131638888 SNII 0.029 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 139.52578666666 13.471131638888 TNS 2019rqk ZTF19abzzuyl 2019rqk SNII 0.029 0.3398919133037275 0.6495699446517875 0.4125789473918182 0.4883529240549862 0.6495699446517875 0.8244018054766578 113.72927072857688 113.72927072857688 -58.689768428720484 -58.689768428720484 58758.525868100114 58749.50552080013 18.795168253432653 19.162547530813942 18.795168253432653 0.7503954713508799 6.478359464633409 5.0095399522613455 139.52649163621697 13.4723425769869 0.0011267611487592033 13.667157527009248 14.512847984364033 13.945853834500312 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 3.1432880529707212 139.526680974909 13.4710543002369 0.03744199375970603 21.97526571006775 20.699002945764065 20.98488916166544 0.0125 False False 0.3 0.7 1.5 0.02 8 3 9.020347299985588 5.0095399522613455 6.478359464633409 0.5669941498637208 0.7732729218885387 -4.649699546449909 -4.849314418932341 False 0.029 Inputed -16.765474288687074 -16.398095011305784 """""" """""" """"""
-0.13284043381341148 0.35310425923039657 -8.471159855558561 18.9434894445558 4325.5363726541555 206.24500507509742 26 11 11 10.948587900027633 88 True True 2020vbu 256.2334916666666 21.00745 SNIa 0.0551 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 256.2334916666666 21.00745 TNS 2020vbu ZTF20acgyulx 2020vbu SNIa 0.0551 0.3688007927764616 0.7402317220222798 0.4551082008927807 0.5456723076409276 0.7402317220222798 0.9538828661741974 8.29307271293105 8.29307271293105 2.655515187096584 2.655515187096584 59137.10002310015 59128.17219909979 18.707435193362272 19.024862248519575 18.707435193362272 2.2352125807782084 3.5006604256396896 6.390394682783627 256.234781360914 21.0061456035582 0.0006344713874071317 13.916922048928736 15.084033097057343 14.286007098314762 0.975 """""" """""" """""" """""" 0 False True all False False 0 3.5006604256396896 6.390394682783627 256.234781360914 21.0061456035582 0.0006344713874071317 13.916922048928736 15.084033097057343 14.286007098314762 0.975 False False 0.3 0.7 1.5 0.02 8 3 8.927824000362307 6.390394682783627 3.5006604256396896 0.7980259987425811 1.8254825963634802 -3.940829151462232 -4.42142809504751 False 0.0551 Inputed -18.260605813967253 -17.94317875880995 """""" """""" """"""
-0.15307328315778387 0.27133257032175284 -5.976057351569076 18.238739169462562 3660.041482517888 162.61248203081215 49 35 35 37.032916700001806 67 True True 2020mvp 218.94391666666664 24.726230555555553 SNIa 0.036091 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 218.94391666666664 24.726230555555553 TNS 2020mvp ZTF20abfyriw 2020mvp SNIa 0.036091 0.6756097764669384 1.2413594242234751 0.8048484101373923 0.9419497838546391 1.2413594242234751 1.577321415199883 14.589155121295828 14.589155121295828 22.443761578705978 22.443761578705978 59027.25825229986 59015.214513900224 17.848476279576047 18.406944189077016 17.848476279576047 2.2666404706203 5.921613841150391 11.02843318871839 218.940572741946 24.725831473259298 0.0009389248803197692 13.02514647889495 14.021963167641163 13.37078350719452 0.96 """""" """""" """""" """""" 3 False True all False False 0 0.7 5.75999421694226 218.945600787918 24.7266995693015 0.08658296185638181 21.681084745044707 22.546613396890162 22.56092425602913 0.15 False False 0.3 0.7 1.5 0.02 8 3 12.043738399632275 11.02843318871839 5.921613841150391 0.6511796604466422 1.862403305004417 -4.384981021435854 -4.477692772381527 False 0.036091 Inputed -18.190961709172708 -17.63249379967174 """""" """""" """"""
-0.15860584432382255 0.29494950856542623 -8.276953405977729 18.477200858344204 5979.101515089956 203.2268481305215 40 19 19 38.92254630010575 67 True True 2020vcf 257.53612499999997 38.22953888888889 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 257.53612499999997 38.22953888888889 TNS 2020vcf ZTF20acgynyw 2020vcf SNIa 0.07 -0.109754765576767 0.1614016285301645 -0.04722577581072329 0.01871962796202098 0.1614016285301645 0.31941347639296325 10.43844013234198 10.43844013234198 28.48410616776377 28.48410616776377 59139.17630789988 59128.15893519996 17.996037419337064 17.996037419337064 18.13209790155718 1.2529325676340635 1.1640851639795196 0.6636149372687961 257.53635889930547 38.2295537585958 0.0029262543217163373 19.522951372772454 19.970989680142402 19.793221080887317 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.1640851639795196 0.6636149372687961 257.53635889930547 38.2295537585958 0.0029262543217163373 19.522951372772454 19.970989680142402 19.793221080887317 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 11.017372699920088 0.6636149372687961 1.1640851639795196 0.17776859925508504 0.5700742160480549 1.9749522608053383 1.6611231793301364 False 0.07 Inputed -19.363068050033615 -19.49912853225373 """""" """""" """"""
-0.24856340634066898 0.20990632966174744 -7.142562062968809 17.835054509852643 5610.225076477852 208.81743561757463 102 71 71 74.85012729978189 68 True True 2021wyw 347.6230208333333 7.588819444444444 SNIa 0.0426 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 347.6230208333333 7.588819444444444 TNS 2021wyw ZTF21abvicne 2021wyw SNIa 0.0426 -0.0368054754502154 0.24272767086393898 0.027877905757470955 0.09594214768586795 0.24272767086393898 0.4046214688443648 11.160796932730623 11.160796932730623 63.68933036705127 63.68933036705127 59463.337465300225 59451.314571800176 17.267695371389927 17.267695371389927 17.37998671781374 3.420445953130583 6.777893913315405 13.227832810902063 347.626720677827 7.589045498831416 0.0012764640460168897 13.015430264174938 14.34077465072155 13.515117212324142 0.99 """""" """""" """""" """""" 0 False True all False False 0 6.777893913315405 13.227832810902063 347.626720677827 7.589045498831416 0.0012764640460168897 13.015430264174938 14.34077465072155 13.515117212324142 0.99 False False 0.3 0.7 1.5 0.02 8 3 12.022893500048667 13.227832810902063 6.777893913315405 0.8256574383974069 1.951614023482358 -2.9269207206683774 -3.8648695054895974 False 0.0426 Inputed -19.022926375457537 -19.13521772188135 """""" """""" """"""
-0.014952456144188435 0.38719599575071206 -16.777248037316006 18.62817534537104 4144.122107505903 292.97519886712587 40 19 19 73.93295140005648 44 True True 2019wma 206.9628 0.10042222222222223 SNIIn 0.088 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 206.9628 0.10042222222222223 TNS 2019wma ZTF19acykaae 2019wma SNIIn 0.088 0.4744477941450711 0.7436467994540301 0.5384123094307469 0.6045606056854709 0.7436467994540301 0.8922035549865726 70.67944615905363 70.67944615905363 3.2535052410028555 3.2535052410028555 58854.56689810008 58830.56628469983 18.42287431722854 19.01273931482232 18.42287431722854 0.42070750848563704 1.189549111241239 2.307729797323636 206.9631467729675 0.0998830783638649 0.002741156367377151 18.60994167154193 19.143633883543014 18.899599014074802 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.189549111241239 2.307729797323636 206.9631467729675 0.0998830783638649 0.002741156367377151 18.60994167154193 19.143633883543014 18.899599014074802 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 24.000613400246948 2.307729797323636 1.189549111241239 0.24403486946821218 1.9400038010331726 0.13089456872069505 0.4767246968462615 False 0.088 Inputed -19.577783053545684 -18.987918055951905 """""" """""" """"""
-0.06413045376640847 0.20822109775099668 -2.539245270337066 17.912164785596573 5071.462678485184 79.0182801324915 20 16 16 43.10074070002884 50 True True 2019bvd 262.75902708333 71.867526694444 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 262.75902708333 71.867526694444 TNS 2019bvd ZTF18abhhxcp 2019bvd SNIa 0.06 0.10048848576643366 1.0653956728125529 0.2982273349717559 0.523046765112376 1.0653956728125529 1.7543275469238218 24.95118083361105 24.95118083361105 18.149559866417786 18.149559866417786 58560.39439810021 58557.37214120012 17.68561193518345 17.717165433378792 17.68561193518345 4.711582894058554 1.8618077091392342 1.9882049633933068 262.758100373591 71.86799768945136 0.00032712749482710635 15.174249376270772 16.390834644691942 15.575239921762943 0.43 """""" """""" """""" """""" 0 False True all False False 0 1.8618077091392342 1.9882049633933068 262.758100373591 71.86799768945136 0.00032712749482710635 15.174249376270772 16.390834644691942 15.575239921762943 0.43 False False 0.3 0.7 1.5 0.02 8 3 3.0222569000907242 1.9882049633933068 1.8618077091392342 0.8155947229289993 1.067889532110977 -1.3263307886868496 -2.1103720134205055 False 0.06 Inputed -19.46988904601435 -19.43833554781901 """""" """""" """"""
-0.15527214112974128 0.4449848636658087 -5.94226422102331 18.444642632298077 6173.351774798461 235.08813960361374 30 9 9 17.040914400015026 38 True False 2019wle 291.4685958333333 82.94310555555556 SNIa 0.067 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 291.4685958333333 82.94310555555556 TNS 2019wle ZTF19acxzafe 2019wle SNIa 0.067 -0.16690759885065276 0.05260761289056859 -0.11578140268676407 -0.06221029637400832 0.05260761289056859 0.178244821283009 8.324712093957604 8.324712093957604 8.716202306057422 8.716202306057422 58838.132071800064 58829.07990740007 17.779195315263564 17.779195315263564 18.359306374087705 1.6077096535092916 5.550518023031659 5.4194345723904345 291.48083309 82.9430283 0.0019222389628439362 14.679518269121647 16.098629717469215 15.162482192611694 0.99 """""" """""" """""" """""" 1 False True all False False 0 1.3312253663553137 1.6786383994793943 291.47184327 82.94286421 0.0026583818072398735 18.705624393498898 18.633140833735467 21.396190418052672 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.0521643999964 5.4194345723904345 5.550518023031659 0.9361475248575211 0.9763835645434717 -1.6805655977943488 -3.1968241814760106 False 0.067 Inputed -19.03927707509816 -19.6193881339223 """""" """""" """"""
-0.1288962225078755 0.3608548796190273 -8.485137712164162 19.11498388236263 5699.15334915036 133.801526814213 46 25 25 47.00895829964429 30 True False 2020vay 109.13635833333332 78.15451944444445 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 109.13635833333332 78.15451944444445 TNS 2020vay ZTF20achncxi 2020vay SNIa 0.09 -0.018926971044763263 0.44969218011950574 0.08497352792834434 0.1973709603246938 0.44969218011950574 0.7424241580220361 11.435878464303569 11.435878464303569 35.57307983534072 35.57307983534072 59141.43488429999 59129.42162040016 18.73078081323391 18.73078081323391 18.8219864599828 0.8819069239297654 2.613553734137262 3.2572488202277587 109.14018305 78.15496919 0.0050514651676066835 17.785111858654023 18.3335460269928 17.93350384873152 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.613553734137262 3.2572488202277587 109.14018305 78.15496919 0.0050514651676066835 17.785111858654023 18.3335460269928 17.93350384873152 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.013263899832964 3.2572488202277587 2.613553734137262 0.4000421782612804 1.2462911237227656 -0.3972347862411105 -0.8884826112512805 False 0.09 Inputed -19.228398185196436 -19.319603831945326 """""" """""" """"""
-0.009483339560077752 0.28392316603496315 -11.940466907905922 18.43254182574546 3490.994546254702 330.0292941836705 20 17 17 69.76872679963708 55 True False 2019wzh 165.02383291666 -16.107119 SNII 0.018523 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 165.02383291666 -16.107119 TNS 2019wzh ZTF19aczjytt 2019wzh SNII 0.018523 0.7730873036628303 1.04731091283751 0.8386966059260672 0.9062382931884052 1.04731091283751 1.1967037060955086 185.61452091908163 185.61452091908163 -115.84579411944455 -115.84579411944455 58900.27118059993 58835.48077550018 18.27337211482037 18.652013471215714 18.27337211482037 0.6162843210601807 3.8714029852774443 12.577117120622223 165.02030774 -16.10626161 0.002239067197481348 14.410328337144852 14.929229858541488 14.631754447555542 0.97 """""" """""" """""" """""" 1 False True all False False 0 0.7 7.198920844832987 165.0246458 -16.10527811 0.5039281128650435 23.814128121078014 24.054729471111298 23.27405414953232 1.0 False False 0.3 0.7 1.5 0.02 8 3 64.79040509974584 12.577117120622223 3.8714029852774443 0.2974754109859461 3.2487233099865174 -3.7227836126742258 -3.6416176672648266 False 0.018523 Inputed -16.30811347664359 -15.929472120248244 """""" """""" """"""
-0.1299498296915787 0.42714345591145797 -6.729202514729275 17.490771321156032 5911.569908366186 100.6584147540731 32 20 20 36.06479169987142 63 True True 2020may 185.99562499999996 48.35525 SNIa 0.0534 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 185.99562499999996 48.35525 TNS 2020may ZTF20abeeyre 2020may SNIa 0.0534 -0.062427910904808925 0.572277948296275 0.07266683192250412 0.22267870693079317 0.572277948296275 0.997083459316972 15.85321202702905 15.85321202702905 20.21157967284237 20.21157967284237 59025.212164400145 59009.17562500015 17.24103235730333 17.24103235730333 17.301926414340393 2.071190749491765 4.025661952118782 4.747060727742204 185.99438735779 48.35421928082275 0.0018731686706925377 15.379572820141316 16.217773652053474 15.72377431226015 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 4.025661952118782 4.747060727742204 185.99438735779 48.35421928082275 0.0018731686706925377 15.379572820141316 16.217773652053474 15.72377431226015 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 16.0365393999964 4.747060727742204 4.025661952118782 0.4939993397933229 1.1792000382058248 -1.0232587052498552 -1.5781521020802423 False 0.0534 Inputed -19.597201748712163 -19.658095805749227 """""" """""" """"""
-0.22878560617299976 0.0686840832841661 -4.773637112598762 18.348750070925817 4904.716836600663 88.29270354352066 42 27 27 65.7969328998588 38 True True 2021xr 166.93820833333334 -2.234480555555556 SNIa 0.046729 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 166.93820833333334 -2.234480555555556 TNS 2021xr ZTF21aadalct 2021xr SNIa 0.046729 0.1838268825867786 1.0706836657912575 0.36982813047064766 0.57822777141104 1.0706836657912575 1.6806611108724994 14.960288283690286 14.960288283690286 50.83664461616852 50.83664461616852 59232.484502300154 59224.45689810021 17.749451110522546 17.890270335171717 17.749451110522546 1.5227932885692437 3.550665484573961 4.343851273533244 166.9373467781785 -2.233635099815185 0.0008817957978091151 14.692178703159094 15.719803293411733 15.050073937363624 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.550665484573961 4.343851273533244 166.9373467781785 -2.233635099815185 0.0008817957978091151 14.692178703159094 15.719803293411733 15.050073937363624 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 8.027604199945927 4.343851273533244 3.550665484573961 0.6697293560481086 1.2233907396811434 -2.1704670417599843 -2.699377173158922 False 0.046729 Inputed -18.856488513315426 -18.715669288666255 """""" """""" """"""
-0.09718127058935758 0.48389647769318184 -5.299737449011321 18.575188930235544 5832.94871675043 65.6801740586746 29 19 19 35.00267359986901 44 True False 2020mbb 226.40770833333332 -5.253880555555556 SNIa 0.093 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 226.40770833333332 -5.253880555555556 TNS 2020mbb ZTF20abefaya 2020mbb SNIa 0.093 -0.02682250388371088 1.0931970712845853 0.19245098698153384 0.4490102367854121 1.0931970712845853 1.9519082386370492 15.160364733164462 15.160364733164462 19.84230886670455 19.84230886670455 59022.200347200036 59009.209629599936 18.34335315062478 18.34335315062478 18.545323585457307 1.0332259501821766 0.6127770624922954 0.20356138952288916 226.40775595 -5.25384975 0.0001622390230843207 17.470564072799682 18.38641802587509 17.757809905338288 0.72 """""" """""" """""" """""" 0 False True all False False 0 0.6127770624922954 0.20356138952288916 226.40775595 -5.25384975 0.0001622390230843207 17.470564072799682 18.38641802587509 17.757809905338288 0.72 False False 0.3 0.7 1.5 0.02 8 3 12.990717600099742 0.20356138952288916 0.6127770624922954 0.6286081205368035 0.33219485842854735 0.04306487525031244 -0.7875136801190195 False 0.093 Inputed -19.577646542451294 -19.779616977283823 """""" """""" """"""
-0.1422516699894566 0.7331349459651441 -0.44643107550443206 14.815999014314343 5835.630016581083 351.5467303628585 32 11 11 24.049213000107557 54 True False 2020clq 68.35654166666666 -4.265830555555556 SNIa 0.015007 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 68.35654166666666 -4.265830555555556 TNS 2020clq ZTF20aamuqwn 2020clq SNIa 0.015007 -0.12836328237900574 0.018996212168786997 -0.09321313963226885 -0.056953550472158554 0.018996212168786997 0.09969377280216207 13.7438403326152 13.7438403326152 10.305372667492357 10.305372667492357 58905.145439799875 58893.13739580009 14.642799769895 14.642799769895 14.866309623610183 14.84841370967367 4.132378038085415 4.213185374789739 68.35546714 -4.26535997 0.00030264646069200207 12.99937652850151 13.755967941141128 13.239341561079025 0.8 """""" """""" """""" """""" 0 False True all False False 0 4.132378038085415 4.213185374789739 68.35546714 -4.26535997 0.00030264646069200207 12.99937652850151 13.755967941141128 13.239341561079025 0.8 False False 0.3 0.7 1.5 0.02 8 3 12.008043999783695 4.213185374789739 4.132378038085415 0.5166263800621032 1.0195546815803336 -0.8868318287538717 -1.6269680625311587 False 0.015007 Inputed -19.25613473449399 -19.479644588209176 """""" """""" """"""
-0.12015582947375489 0.35587552591677735 -2.564617686906744 18.16563243791323 5145.659349287011 146.8845736310481 22 22 22 50.853935200255364 20 True False 2020shr 19.904295833333332 -23.862733333333335 SNIa 0.0555 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 19.904295833333332 -23.862733333333335 TNS 2020shr ZTF20abxyaqc 2020shr SNIa 0.0555 0.0584409242072681 0.5042668122195018 0.15851390777426033 0.26591111207865836 0.5042668122195018 0.7769257790263531 12.9686660901348 12.9686660901348 37.88526911012057 37.88526911012057 59099.396585599985 59092.46192129981 17.88635331939045 17.88635331939045 17.93998231239449 1.4175482126258054 3.2251008240078414 3.8480121443849185 19.90477864 -23.86370677 0.0017771099113934596 15.885777055150271 16.63051256684065 16.151517970430852 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.2251008240078414 3.8480121443849185 19.90477864 -23.86370677 0.0017771099113934596 15.885777055150271 16.63051256684065 16.151517970430852 1.0 False False 0.3 0.7 1.5 0.02 8 3 6.934664300177246 3.8480121443849185 3.2251008240078414 0.47899459640979813 1.1931447586816786 -1.2558407525498012 -1.788464341963639 False 0.0555 Inputed -19.043967705448743 -19.097596698452783 """""" """""" """"""
-0.1220770376672685 0.30234154288117343 -4.151391724786563 19.729266003342545 5520.5996564178695 219.67357701525512 18 7 7 16.996990699786693 41 True True 2019lnz 214.87665874999 18.562053611111 SNIa 0.065 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 214.87665874999 18.562053611111 TNS 2019lnz ZTF19abggmim 2019lnz SNIa 0.065 -0.03575524608924496 0.22883651887269352 0.0257056394831352 0.09021773049783377 0.22883651887269352 0.38101633810270386 14.709995759416291 14.709995759416291 2.286994940370403 2.286994940370403 58681.242013900075 58672.17934030015 19.35131070097815 19.388668376559828 19.35131070097815 1.7652348354723675 1.3447439064746673 20.18665280226929 214.8816481137375 18.56506562480065 0.012226189961493272 15.805361978282333 17.015548267183306 16.207139163239596 0.975 """""" """""" """""" """""" 4 False True all False False 0 0.6543336241580772 12.504540421567711 214.87299699 18.56217754 0.6012561559884754 22.752227165037393 23.75243760687113 23.540731869477035 0.5 False False 0.3 0.7 1.5 0.02 8 3 9.062673599924892 20.18665280226929 1.3447439064746673 0.8084091039437098 15.011522048975033 -2.373120109376522 -3.144171537738554 False 0.065 Inputed -17.980481807983253 -17.943124132401575 """""" """""" """"""
-0.13287967045894933 0.43424772773225584 -6.6365329911601005 18.993510744186352 5740.74916194554 86.13875079748964 41 29 29 34.02505789976567 46 True True 2021idn 129.16749166666665 1.1655777777777776 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 129.16749166666665 1.1655777777777776 TNS 2021idn ZTF21aasgcve 2021idn SNIa 0.09 -0.010408359257624511 0.7898562212463247 0.15571391017316216 0.34311118508395566 0.7898562212463247 1.34842953710368 14.600112614744734 14.600112614744734 19.424945285020936 19.424945285020936 59321.172349500004 59306.213113400154 18.731368217991132 18.731368217991132 18.82978458416583 0.4002766477680828 1.5613970893830955 0.5397082770497681 129.1676414316255 1.1655852232156398 0.0020614277091784983 18.352505648020504 18.849136431818007 18.58067204041958 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.5613970893830955 0.5397082770497681 129.1676414316255 1.1655852232156398 0.0020614277091784983 18.352505648020504 18.849136431818007 18.58067204041958 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.959236099850386 0.5397082770497681 1.5613970893830955 0.26846439139842815 0.3456572839283347 0.1177682138268743 -0.24911254374625003 False 0.09 Inputed -19.220600061013407 -19.319016427188103 """""" """""" """"""
-0.11602004748532141 0.3833636042579896 -2.7806343871961507 20.088915508124465 6143.150647946839 200.08909696301998 41 19 19 31.045173599850386 42 True False 2021pkt 250.58993333333328 57.06838333333334 SNIa 0.167 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 250.58993333333328 57.06838333333334 TNS 2021pkt ZTF21abdgprl 2021pkt SNIa 0.167 -0.17448155709584867 0.08589113917257052 -0.11459361903562026 -0.05132795899101339 0.08589113917257052 0.2383186189656925 11.540372261907478 11.540372261907478 19.504801337942908 19.504801337942908 59372.35677079996 59366.29960650019 19.70687708160451 19.70687708160451 19.79658929952845 0.17620378330326433 0.6931312678572376 4.745513953891936 250.58855706 57.06946863 0.24269667526888805 23.634791009113194 26.70150222824812 23.89009934042096 0.45 """""" """""" """""" """""" 0 False True all False False 0 0.6931312678572376 4.745513953891936 250.58855706 57.06946863 0.24269667526888805 23.634791009113194 26.70150222824812 23.89009934042096 0.45 False False 0.3 0.7 1.5 0.02 8 3 6.057164299767464 0.0 0.0 0.0 0.0 3.9331229183954903 3.4734107004715504 True 0.167 Inputed -19.62847505861825 -19.71818727654219 """""" """""" """"""
-0.17428459108065164 0.23736742072083516 -8.619961271340525 19.310748400718907 5476.228193080636 140.24206378085344 110 50 50 46.8207870000042 39 True True 2020sia 5.169133333333332 28.82265 SNIa 0.099 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 5.169133333333332 28.82265 TNS 2020sia ZTF20abxidyb 2020sia SNIa 0.099 0.03279983130416042 0.49425940564218607 0.13579890637105052 0.24674047226561058 0.49425940564218607 0.7792557414455175 14.584342113556463 14.584342113556463 32.23644488644774 32.23644488644774 59102.43149309978 59087.47890050011 18.87214576161833 18.91237235389543 18.87214576161833 0.6070801916425559 1.1689362420093634 1.1386094755802945 5.169474420693335 28.822753598902302 0.003502600288250224 19.57167202566862 19.976397201738358 19.834747574622632 0.985 """""" """""" """""" """""" 0 False True all False False 0 1.1689362420093634 1.1386094755802945 5.169474420693335 28.822753598902302 0.003502600288250224 19.57167202566862 19.976397201738358 19.834747574622632 0.985 False False 0.3 0.7 1.5 0.02 8 3 14.952592599671334 1.1386094755802945 1.1689362420093634 0.1416496271157257 0.9740560987509993 1.0640248478429264 0.9626018130043015 False 0.099 Inputed -19.389320555262035 -19.349093962984934 """""" """""" """"""
-0.14462961522731016 0.17265270128577018 -14.339412376758611 18.153910420437782 5479.662780311734 92.30890355197963 68 45 45 66.04114589979872 34 True False 2021epq 129.12016666666665 74.16639722222223 SNIa 0.053 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 129.12016666666665 74.16639722222223 TNS 2021epq ZTF21aaodljj 2021epq SNIa 0.053 0.16907526649017868 1.0008661668262206 0.34480877989396674 0.5408057657216432 1.0008661668262206 1.565891430476647 17.9328105361852 17.9328105361852 48.10833536361352 48.10833536361352 59298.30208329996 59278.17449070001 17.359105962625062 17.58122138615574 17.359105962625062 2.8642903237343806 1.6573901112071954 1.735897686970219 129.11841135 74.16645325 0.0010469504963734888 17.02294217350483 17.880130736666917 17.32649500156641 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.6573901112071954 1.735897686970219 129.11841135 74.16645325 0.0010469504963734888 17.02294217350483 17.880130736666917 17.32649500156641 1.0 False False 0.3 0.7 1.5 0.02 8 3 20.12759259995073 1.735897686970219 1.6573901112071954 0.5536357351005066 1.0473681936631327 0.2989093505111775 -0.032610961058651355 False 0.053 Inputed -19.523492111509487 -19.30137668797881 """""" """""" """"""
-0.19176188700157726 0.4845430193916519 -20.403699477422734 15.591634691900955 7369.533379977618 238.20359737037154 37 16 16 23.98465280001983 86 True False 2021uwi 265.2146125 14.014022222222222 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 265.2146125 14.014022222222222 TNS 2021uwi ZTF21aboyiaf 2021uwi CV 0.0 -0.295324677055671 -0.10508385461722725 -0.2510824738085873 -0.20468077401867646 -0.10508385461722725 0.004106645718877644 -16.625320615970285 -16.625320615970285 40.60997341599011 40.60997341599011 59423.32057869993 59423.32057869993 16.04590991665576 16.04590991665576 16.65580346429218 3.2230288825828994 0.7 0.03547641812839608 265.2146224 14.01402002 0.015851955984094057 23.195736123776435 21.770793071365357 23.215310878276824 0.9 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.03547641812839608 265.2146224 14.01402002 0.015851955984094057 23.195736123776435 21.770793071365357 23.215310878276824 0.9 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.03547641812839608 0.7 -1.4445178069114668 0.05068059732628012 5.724883154709598 6.559507413984644 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.12845053551530727 0.3153233221520894 -7.8698811936759085 18.13853503709727 4813.218940226014 61.59557660533764 17 11 11 26.997453699819744 36 True False 2020jfl 162.88831666666664 -10.147630555555555 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 162.88831666666664 -10.147630555555555 TNS 2020jfl ZTF19aagkfvq 2020jfl SNIa 0.05 0.33417117475170954 1.872324096530992 0.6341581139846433 0.985567680707625 1.872324096530992 3.0654814021066095 16.115145325099782 16.115145325099782 10.882308374719962 10.882308374719962 58987.16900460003 58972.16920140013 17.940827071461968 18.134973846614834 17.940827071461968 1.0969963583264453 1.6467264169475648 0.11133244303113696 162.88834525 -10.14761772 0.000603295513310731 16.631642416155337 17.709601332581045 16.988804616427423 0.9399999999999998 """""" """""" """""" """""" 0 False True all False False 0 1.6467264169475648 0.11133244303113696 162.88834525 -10.14761772 0.000603295513310731 16.631642416155337 17.709601332581045 16.988804616427423 0.9399999999999998 False False 0.3 0.7 1.5 0.02 8 3 14.999803199898452 0.11133244303113696 1.6467264169475648 0.7207967161536217 0.06760834215407016 -0.4253725140337892 -0.9520224550345446 False 0.05 Inputed -18.813711559713308 -18.619564784560442 """""" """""" """"""
-0.1875030055461709 0.26718753944405566 -5.09566778337841 18.808177336333998 5639.019721205321 87.24897505556177 38 26 26 46.94182870024815 97 True False 2021idy 271.9237833333333 40.83310277777778 SNIa 0.066 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 271.9237833333333 40.83310277777778 TNS 2021idy ZTF21aasctwo 2021idy SNIa 0.066 -0.01143184388176266 0.7755603331256857 0.15231533832162114 0.3367636175324691 0.7755603331256857 1.3227690883063552 12.918083972188079 12.918083972188079 34.02374472806007 34.02374472806007 59317.464849499986 59306.4899420999 18.372604508896025 18.372604508896025 18.489931284186657 1.0822753314661557 3.197070934078606 3.622868902935627 271.92511338 40.83309711 0.001724428514740195 15.903405013680459 17.17793505988121 16.41377509806156 0.86 """""" """""" """""" """""" 0 False True all False False 0 3.197070934078606 3.622868902935627 271.92511338 40.83309711 0.001724428514740195 15.903405013680459 17.17793505988121 16.41377509806156 0.86 False False 0.3 0.7 1.5 0.02 8 3 10.974907400086522 3.622868902935627 3.197070934078606 0.7641599618196508 1.1331837727834886 -1.194669449014814 -2.076156186125097 False 0.066 Inputed -18.875506592441933 -18.992833367732565 """""" """""" """"""
-0.15550213684768108 0.28525823674770195 -10.068190818802208 19.102081678663026 5115.271657274058 149.68658996182893 60 41 41 47.99936340004206 45 True True 2019lnm 26.826237916666 17.398663638888 SNIa 0.0825 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 26.826237916666 17.398663638888 TNS 2019lnm ZTF19abgrcxs 2019lnm SNIa 0.0825 0.13981883272283824 0.6014437161960338 0.24380430519272522 0.355142435564602 0.6014437161960338 0.8821070740817447 10.074111796536835 10.074111796536835 37.925251603505224 37.925251603505224 58694.49821759993 58682.42243060004 18.689756655948873 18.841827706650438 18.689756655948873 0.6640643238814575 2.6876802045155186 0.9077882274726788 26.826459694320853 17.39880074777415 0.0015078866234232713 16.512872861145738 17.504013327159882 16.86715357614517 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.6876802045155186 0.9077882274726788 26.826459694320853 17.39880074777415 0.0015078866234232713 16.512872861145738 17.504013327159882 16.86715357614517 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 12.075786999892443 0.9077882274726788 2.6876802045155186 0.6368597510147112 0.33775901833392297 -1.3378143794905561 -1.8226030798037023 False 0.0825 Inputed -19.168180365865965 -19.0161093151644 """""" """""" """"""
-0.14832684258741136 0.21631415371898333 -12.56743525058331 18.135881095993252 5796.7605976356135 95.65572938222053 50 35 35 68.84136579977348 44 True True 2021pjp 325.77714999999995 -4.044461111111111 SNIa 0.057 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 325.77714999999995 -4.044461111111111 TNS 2021pjp ZTF21abflmkk 2021pjp SNIa 0.057 0.05105401227286066 0.7864765755368985 0.20685777364268176 0.3803547856618117 0.7864765755368985 1.2831080250915257 18.777139042461098 18.777139042461098 50.06422675731238 50.06422675731238 59396.438726900145 59375.4161111 17.610326075681517 17.610326075681517 17.757352586987594 3.542495288181935 2.26011669097631 6.5379392500104165 325.7779359308065 -4.042822946735621 0.0038267242724839834 16.747512491089104 17.436236244049073 17.044933490926027 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.26011669097631 6.5379392500104165 325.7779359308065 -4.042822946735621 0.0038267242724839834 16.747512491089104 17.436236244049073 17.044933490926027 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 21.022615800146013 6.5379392500104165 2.26011669097631 0.3913027531230462 2.89274411189194 -0.1740898316324433 -0.7124190960615664 False 0.057 Inputed -19.285262830963063 -19.43228934226914 """""" """""" """"""
-0.1415196589680625 0.22894921754440178 -14.751169435843792 18.603902132693456 4322.291524344006 323.8425294837458 30 23 23 67.85921290004626 79 True True 2019yvs 186.11269583333 13.232738972222 SNIbc 0.02547 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 186.11269583333 13.232738972222 TNS 2019yvs ZTF19adcfsad 2019yvs SNIbc 0.02547 0.37790622387713313 0.6074046849206667 0.4326742720177066 0.48915226726575867 0.6074046849206667 0.7330093143876084 8.60121631583205 8.60121631583205 59.25799658421421 59.25799658421421 58859.480798599776 58846.54572919989 18.008287227016933 18.480691414390094 18.008287227016933 3.396191834623627 8.394222894613602 4.972340944974352 186.11146436902402 13.2334250420002 0.0029104255839864646 14.307971932848691 15.11545493818283 14.560420849180222 0.99 """""" """""" """""" """""" 2 False True all False False 0 0.7 4.181046223800748 186.11370833 13.23335332 0.11143927576005164 22.81 16.412612609338762 23.27 0.5 False False 0.3 0.7 1.5 0.02 8 3 12.935069399885833 4.972340944974352 8.394222894613602 0.5550340890026089 0.5923527415700386 -3.3652364762072633 -3.4478663778367107 False 0.02547 Inputed -17.268598052647775 -16.796193865274613 """""" """""" """"""
-0.1450835702977517 0.3935945069313401 -7.578204579119416 17.60822994440548 5618.248506444722 65.29079190725056 16 16 16 30.03223380027339 37 True True 2020aepp 238.06949999999998 33.94105 SNIa 0.049024 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 238.06949999999998 33.94105 TNS 2020aepp ZTF20acyrodl 2020aepp SNIa 0.049024 0.0737595306311647 1.2866701464008798 0.31186319593822986 0.5898965613220994 1.2866701464008798 2.214496156603971 13.815326203553145 13.815326203553145 16.216907596720244 16.216907596720244 59217.47211810015 59202.50546299992 17.404489179530902 17.418331454970883 17.404489179530902 2.0594675635180746 2.9858228816241814 2.229074257039341 238.06915349869502 33.94159841512395 0.0004712270276480135 14.569917225822806 15.713757275720834 14.966998158409595 0.97 """""" """""" """""" """""" 0 False True all False False 0 2.9858228816241814 2.229074257039341 238.06915349869502 33.94159841512395 0.0004712270276480135 14.569917225822806 15.713757275720834 14.966998158409595 0.97 False False 0.3 0.7 1.5 0.02 8 3 14.966655100230128 2.229074257039341 2.9858228816241814 0.7467591173112389 0.7465527412084149 -1.7045741792500486 -2.437491021121307 False 0.049024 Inputed -19.306742878425517 -19.292900602985537 """""" """""" """"""
-0.21780577154149403 0.2517877345131679 -7.338599133819949 16.75256073183444 4464.5412661270275 139.270196744331 58 42 42 62.02815969986841 84 True True 2019wup 6.094124999999999 38.197469444444444 SNIa 0.02 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 6.094124999999999 38.197469444444444 TNS 2019wup ZTF19acynije 2019wup SNIa 0.02 0.33438547137953734 0.8997888056049668 0.4611471476515874 0.5972695072329124 0.8997888056049668 1.246738795752755 12.043620899310172 12.043620899310172 49.98453880055824 49.98453880055824 58846.14384259982 58833.09372689994 16.37432080538664 16.518804592878922 16.37432080538664 12.770543427533148 0.7 2.024739291335163 6.09447188 38.19796139 0.0361567788603786 22.81 22.749248465895654 23.27 0.55 """""" """""" """""" """""" 0 False True all False False 0 0.7 2.024739291335163 6.09447188 38.19796139 0.0361567788603786 22.81 22.749248465895654 23.27 0.55 False False 0.3 0.7 1.5 0.02 8 3 13.050115699879825 2.024739291335163 0.7 -0.5207515341043454 2.892484701907376 6.230443873016732 6.895679194613361 False 0.02 Inputed -18.374573963099454 -18.23009017560717 """""" """""" """"""
-0.17456813083154385 0.16457646409992344 -7.724374430656796 17.606267904831242 4712.61294159355 96.39150212932974 128 89 89 59.054733799770474 41 True True 2021krv 200.28529166666664 62.75016111111111 SNIa 0.034477 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 200.28529166666664 62.75016111111111 TNS 2021krv ZTF21aaxsnvk 2021krv SNIa 0.034477 0.2896435779544895 1.139176481549768 0.4708810222143782 0.6717465652039962 1.139176481549768 1.7074271398083667 13.75356621225901 13.75356621225901 45.301167587511465 45.301167587511465 59345.32631940022 59334.18462960003 17.158948742046583 17.348935682270394 17.158948742046583 5.001420701478822 4.262349666630048 0.6621001457595053 200.2848951751855 62.7501316529623 0.001144677684808415 14.96527742909193 15.950762594518661 15.294232138345242 0.99 """""" """""" """""" """""" 0 False True all False False 0 4.262349666630048 0.6621001457595053 200.2848951751855 62.7501316529623 0.001144677684808415 14.96527742909193 15.950762594518661 15.294232138345242 0.99 False False 0.3 0.7 1.5 0.02 8 3 11.14168980019167 0.6621001457595053 4.262349666630048 0.6565304561734191 0.1553368910446484 -1.3981730877517329 -1.864716603701341 False 0.034477 Inputed -18.780284992623873 -18.590298052400062 """""" """""" """"""
-0.18726251711610897 0.197072235010399 -6.685469092429428 18.678731807191824 5223.686452873617 121.27890693347483 22 18 18 43.76393509982154 53 True True 2019bnu 200.51760624999 22.269824694444 SNIa 0.06075 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 200.51760624999 22.269824694444 TNS 2019bnu ZTF19aakthjl 2019bnu SNIa 0.06075 0.09089382583108829 0.6602942347419614 0.2159303571616782 0.3520200603877086 0.6602942347419614 1.0221745393554826 10.882488693973947 10.882488693973947 32.88144640584759 32.88144640584759 58547.35645829979 58538.46180560021 18.295086219328965 18.295086219328965 18.494881508471877 0.8311004626952936 2.5945782127574764 6.523631978527003 200.515684963367 22.2694745950553 0.001092134288785851 14.970306839942932 15.681723660107853 15.239054205849172 0.99 """""" """""" """""" """""" 1 False True all False False 0 1.7971271996756797 6.3202400263732015 200.517740197421 22.27157593527885 0.006178709923878256 17.614126931161284 18.45548652668953 17.980842658295632 0.925 False False 0.3 0.7 1.5 0.02 8 3 8.894652699586004 6.523631978527003 2.5945782127574764 0.4426694542586809 2.5143323667987603 -2.6133625592211125 -3.2558273026227056 False 0.06075 Inputed -18.687968767883895 -18.887764057026807 """""" """""" """"""
-0.007215433595784523 0.43063739215102476 -4.7277899702658015 18.92147046863155 5388.884287492925 129.2744084271564 37 25 25 59.98070600023493 61 True True 2019gqs 174.06571874999 49.153488638888 SNIIP 0.03787 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 174.06571874999 49.153488638888 TNS 2019gqs ZTF19aavkptg 2019gqs SNIIP 0.03787 0.020597362554060084 0.5231244124364558 0.1316591347519811 0.25204876879199745 0.5231244124364558 0.8388474560581045 120.99851348083256 120.99851348083256 -61.017807480597625 -61.017807480597625 58628.20100690005 58619.23675929988 18.809058623012945 18.809058623012945 18.883021115516456 1.343582035932779 3.360654627426989 5.780548267318626 174.0680679493645 49.153955131754444 0.004149532426385383 16.56700055127442 17.595828386327028 16.869759359785913 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.5299146190192765 5.7756065534783225 174.063272282398 49.1536055008878 0.0019438010131797023 16.651744817712903 19.14014268498838 17.894749206234813 0.0 False False 0.3 0.7 1.5 0.02 8 3 8.96424760017544 5.780548267318626 3.360654627426989 0.7260690265411149 1.7200661502501302 -1.2132302366859165 -2.013261755730543 False 0.03787 Inputed -17.261839500236555 -17.335801992740066 """""" """""" """"""
-0.12261614554459971 0.2756705916221355 -10.188976775573526 18.81689914596433 5857.037094300513 90.75707836640396 59 42 42 55.85370370000601 38 True True 2021nnk 241.18997916666663 61.48489722222222 SNIa 0.083 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 241.18997916666663 61.48489722222222 TNS 2021nnk ZTF21abcmlzt 2021nnk SNIa 0.083 0.010153604291261331 0.7717352916520035 0.1698558586174883 0.3488585043745118 0.7717352916520035 1.2946361642220516 16.316166512913327 16.316166512913327 39.53753718709268 39.53753718709268 59374.4323148001 59358.435972199775 18.23935436836565 18.3799323481117 18.23935436836565 1.6697156794432408 0.7997139818880964 1.5742905172207524 241.18950849708 61.48452206061735 0.0008193622935228628 18.04575655384064 18.890474983481766 18.458141728310586 0.62 """""" """""" """""" """""" 0 False True all False False 0 0.7997139818880964 1.5742905172207524 241.18950849708 61.48452206061735 0.0008193622935228628 18.04575655384064 18.890474983481766 18.458141728310586 0.62 False False 0.3 0.7 1.5 0.02 8 3 15.99634260032326 1.5742905172207524 0.7997139818880964 0.43233325517118004 1.9685669537800354 0.5105426353700651 0.2187873599449368 False 0.083 Inputed -19.631939111772688 -19.491361132026636 """""" """""" """"""
-0.1389469891979468 0.42271525906944835 -6.062511724157591 18.69495942517743 5928.866801618546 209.68937863846978 47 17 17 18.970034699887037 62 True False 2020ddk 93.24799583333332 48.1585 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 93.24799583333332 48.1585 TNS 2020ddk ZTF20aaogrqe 2020ddk SNIa 0.09 -0.11392612609878938 0.14706172754376823 -0.053597089155232425 0.009928582129425934 0.14706172754376823 0.29849002940999014 13.16633123280948 13.16633123280948 5.803703467077558 5.803703467077558 58909.1839815001 58896.1521528 18.323753562408427 18.323753562408427 18.399083498924202 0.2554107770784866 2.20092792214278 4.816608532232168 93.24599346 48.15842299 0.003963160631425322 17.313085002708434 18.11582449731827 17.70917549805641 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.20092792214278 4.816608532232168 93.24599346 48.15842299 0.003963160631425322 17.313085002708434 18.11582449731827 17.70917549805641 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.03182870009914 4.816608532232168 2.20092792214278 0.4066489992618578 2.188444466433418 -0.20792906509015907 -0.689908000867792 False 0.09 Inputed -19.651301146255033 -19.72663108277081 """""" """""" """"""
-0.09945297791693533 0.41998898425093695 -10.948171209844988 19.23581322078394 4145.803922619339 183.21160952582534 44 27 27 41.03506950009614 33 True False 2021ksr 228.42294583333333 70.74344166666667 SNIb 0.053 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 228.42294583333333 70.74344166666667 TNS 2021ksr ZTF21aaxvcmj 2021ksr SNIb 0.053 0.4782956447704727 0.9275757434678411 0.5818366428776116 0.6910616949421957 0.9275757434678411 1.1900039933149635 14.837880502524177 14.837880502524177 26.197188997571963 26.197188997571963 59345.3540856 59328.29101849999 18.98981425236643 19.339450567510827 18.98981425236643 0.431617951282829 2.311095837357669 1.1887997433794535 228.42222515 70.74321242 0.0032458333431164554 17.873024413728714 18.258149002850054 17.98971392135024 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.311095837357669 1.1887997433794535 228.42222515 70.74321242 0.0032458333431164554 17.873024413728714 18.258149002850054 17.98971392135024 1.0 False False 0.3 0.7 1.5 0.02 8 3 17.063067100010812 1.1887997433794535 2.311095837357669 0.2684350814998133 0.5143879038519825 -1.081301564660773 -1.0001003310161884 False 0.053 Inputed -17.89278382176812 -17.543147506623722 """""" """""" """"""
-0.1695742264140711 0.150958657633104 -9.782766744109027 18.609677349158105 4376.697640473206 263.8587386973158 31 19 19 74.85337969986722 44 True True 2019nxu 0.8017591666666 -10.8352825 SNIb 0.0296 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 0.8017591666666 -10.8352825 TNS 2019nxu ZTF19abqqrgy 2019nxu SNIb 0.0296 0.34164478837667644 0.6214559982861445 0.407698810524284 0.47630109670533116 0.6214559982861445 0.7777491533381706 15.34633387466324 15.34633387466324 59.50704582520398 59.50704582520398 58724.37611109996 58710.39699070016 17.977448886877685 18.287390473942903 17.977448886877685 3.6429257886211572 2.897426692352132 2.57717226021926 0.801231011181744 -10.83478914930925 0.001386762797899177 16.004297099299432 16.939168962705136 16.2248310831368 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.897426692352132 2.57717226021926 0.801231011181744 -10.83478914930925 0.001386762797899177 16.004297099299432 16.939168962705136 16.2248310831368 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.979120399802923 2.57717226021926 2.897426692352132 0.7143378795683368 0.8894693581107002 -1.3482215112377673 -1.7526178037408862 False 0.0296 Inputed -17.62798555678988 -17.318043969724663 """""" """""" """"""
-0.10405940097717539 0.33950906476649045 -2.078732579530229 16.70196249558809 5969.910508674697 240.60008528742816 23 6 6 14.998414400033653 50 True False 2019umc 317.7165 -16.281269444444444 SNIa 0.037 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 317.7165 -16.281269444444444 TNS 2019umc ZTF19acrddcz 2019umc SNIa 0.037 -0.14691482682568235 0.07105209283239233 -0.09604954950111733 -0.04281997821029648 0.07105209283239233 0.19535760534782298 23.30081626729556 23.30081626729556 -8.302401867261906 -8.302401867261906 58812.12644679984 58797.12803239981 16.428312398150197 16.428312398150197 16.63254569500798 0.9985964860817996 4.897601632347947 6.870566444335808 317.71807792 -16.28010833 0.005146235061930238 16.061805524611472 17.69134067058563 16.490227057361604 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 1.912497726703469 317.71652051 -16.28073856 0.05350837465667935 23.43737549877167 17.778885506486894 19.594286749720574 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.998414400033653 6.870566444335808 4.897601632347947 1.2011136132240274 1.4028430566824208 1.2630282724354345 -0.1423186376463761 False 0.037 Inputed -19.461387504243135 -19.665620801100918 """""" """""" """"""
-0.0041254124707957585 0.3605584002891279 -13.273464004012869 19.085029527192336 4786.351579240415 260.2114081501275 70 45 45 73.88068279996514 37 True True 2020sfy 33.103833333333334 -12.375191666666668 SNIIP 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 33.103833333333334 -12.375191666666668 TNS 2020sfy ZTF20abwftit 2020sfy SNIIP 0.05 0.21730088321395158 0.48070261151890037 0.2793662708002387 0.3439053491831281 0.48070261151890037 0.6283149130153944 235.9607941926771 235.9607941926771 -162.08011139271196 -162.08011139271196 59093.375949100126 59091.4142593001 18.865082521871432 19.04371734063448 18.865082521871432 0.7262186665337094 1.4510590132292756 0.733274351521695 33.103980718942296 -12.37533576291635 0.0038160545329317674 19.314294663712978 19.620848942569495 19.381383020546437 0.9850000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.4510590132292756 0.733274351521695 33.103980718942296 -12.37533576291635 0.0038160545329317674 19.314294663712978 19.620848942569495 19.381383020546437 0.9850000000000001 False False 0.3 0.7 1.5 0.02 8 3 1.9616898000240326 0.733274351521695 1.4510590132292756 0.23946592202305794 0.505337374177375 0.5771316019350152 0.5163004986750046 False 0.05 Inputed -17.889456109303843 -17.710821290540796 """""" """""" """"""
-0.18975844104841338 0.1969939419260217 -5.7694364218593215 17.01668864598212 6555.105536276855 146.83345229211528 82 51 51 66.89288200018927 88 True False 2020znl 93.32457916666667 -15.892069444444443 SNII 0.043 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 93.32457916666667 -15.892069444444443 TNS 2020znl ZTF20acpvbbh 2020znl SNII 0.043 -0.21952589271237244 0.13446837664462663 -0.14062390996051022 -0.05555753636846106 0.13446837664462663 0.3534724647451064 8.789705390517137 8.789705390517137 58.10317660967214 58.10317660967214 59171.39865740016 59165.40083329985 16.13301429575258 16.13301429575258 16.468651632767454 6.189634447676224 1.011618393380797 0.39883487841105736 93.32468488 -15.89211345 0.007997247838525179 21.271553419017792 21.94577038154602 21.180812777042387 0.9 """""" """""" """""" """""" 0 False True all False False 0 1.011618393380797 0.39883487841105736 93.32468488 -15.89211345 0.007997247838525179 21.271553419017792 21.94577038154602 21.180812777042387 0.9 False False 0.3 0.7 1.5 0.02 8 3 5.9978241003118455 0.39883487841105736 1.011618393380797 0.7649576045036319 0.3942542771273303 5.812756085793438 4.712161144274933 False 0.043 Inputed -19.95476422176875 -20.290401558783625 """""" """""" """"""
-0.3035877224892992 0.4371993593699811 -1.1351062835893564 15.939405428505449 3559.6148863669823 457.87755545713463 19 13 13 35.89600700000301 217 True True 2018fjq 300.90669708333 11.883034805555 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 300.90669708333 11.883034805555 TNS 2018fjq ZTF18abpmwfx 2018fjq CV 0.0 0.6624964961683055 0.8472643373993698 0.7072380078612035 0.7529352751513265 0.8472643373993698 0.945621910634074 4.545558740413762 4.545558740413762 31.35044825958925 31.35044825958925 58357.20795139996 58354.25258099986 15.39114990447489 16.756160896155627 15.39114990447489 91.40594722655855 0.7 0.10528998550589384 300.90669877053904 11.88306400613375 0.004326824970948717 21.472681123018265 20.951250770721437 21.531201724495887 0.008333333333333333 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.10528998550589384 300.90669877053904 11.88306400613375 0.004326824970948717 21.472681123018265 20.951250770721437 21.531201724495887 0.008333333333333333 False False 0.3 0.7 1.5 0.02 8 3 2.9553704001009464 0.10528998550589384 0.7 -0.5799509537744498 0.15041426500841978 4.195089874565809 6.140051820020997 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.29588943057963996 0.48416647614724945 -1.4520848941970026 17.581897499998462 7133.36200767341 137.69145485264866 26 10 10 12.000867999624461 98 True True 2021tf 359.0212916666666 53.72961111111111 SNIbn 0.041 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 359.0212916666666 53.72961111111111 TNS 2021tf ZTF21aabpnlm 2021tf SNIbn 0.041 -0.33803170262106264 -0.0012137471428985691 -0.2638326074715529 -0.18323613531545746 -0.0012137471428985691 0.21141900768973798 7.062128365151598 7.062128365151598 4.938739634472863 4.938739634472863 59226.20100690005 59220.138136600144 17.094226195483905 17.094226195483905 17.513126680573567 1.8442691015559767 2.466145090776594 16.474839683797164 359.015902778105 53.7263280510365 0.005239137860073795 15.13047931093216 16.103206427745818 15.415372327280044 0.8049999999999999 """""" """""" """""" """""" 4 False True all False False 0 0.7508199317005335 9.149956669512488 359.0170536 53.72919426 0.08372189421336029 20.45723151845932 23.64 23.27 0.5 False False 0.3 0.7 1.5 0.02 8 3 6.062870299909264 16.474839683797164 2.466145090776594 0.6878341004657731 6.680401629820249 -0.9910197677380879 -2.0977543532935226 False 0.041 Inputed -18.80582171309546 -19.224722198185123 """""" """""" """"""
-0.21313731150748008 0.1544006921650643 -7.8764464291785234 19.028145020714923 4966.261443671562 156.4487653289445 21 21 21 63.934618099592626 53 True False 2019kgs 9.96633 -13.26627380555 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 9.96633 -13.26627380555 TNS 2019kgs ZTF19abcejoa 2019kgs SNIa 0.09 0.15895654975721385 0.60360189750822 0.25960096019877454 0.36702646263456273 0.60360189750822 0.8716571889619438 11.923965043932066 11.923965043932066 52.01065305566056 52.01065305566056 58673.478090300225 58662.44293980021 18.564524179017074 18.564524179017074 18.727716478875053 1.2430910511619697 1.2695112476258883 0.14050584047931092 9.96636706 -13.2662589 0.002924610297671326 19.392795690053703 20.22099649116993 19.639565431964396 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.2695112476258883 0.14050584047931092 9.96636706 -13.2662589 0.002924610297671326 19.392795690053703 20.22099649116993 19.639565431964396 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.035150500014424 0.14050584047931092 1.2695112476258883 0.581431059205535 0.11067711352858886 1.6564723121528573 0.9118489530893434 False 0.09 Inputed -19.322668166304183 -19.485860466162162 """""" """""" """"""
-0.11145237840039045 0.4308478155679866 -5.990382411674207 18.610708978454316 3485.769443740748 111.64213089511135 27 15 15 30.961689800024033 49 True True 2019gqd 247.20886749999 39.834346194444 SNIc 0.0359 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 247.20886749999 39.834346194444 TNS 2019gqd ZTF19aavoweu 2019gqd SNIc 0.0359 0.813949870685569 1.7404094006340571 1.0171785154330877 1.2384031307609291 1.7404094006340571 2.332208696702285 16.475134461782396 16.475134461782396 14.486555338241637 14.486555338241637 58647.26126160007 58632.350544000044 18.306901619556648 19.135698227676738 18.306901619556648 1.6397621416811383 6.02517528301417 2.7629840430735597 247.20904962967 39.8351008397851 0.0010919901582451264 13.932679970864953 14.81592245478928 14.250641218428015 1.0 """""" """""" """""" """""" 0 False True all False False 0 6.02517528301417 2.7629840430735597 247.20904962967 39.8351008397851 0.0010919901582451264 13.932679970864953 14.81592245478928 14.250641218428015 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.910717600025237 2.7629840430735597 6.02517528301417 0.5652812363612654 0.4585732220708676 -4.319775772887457 -4.0562604011286325 False 0.0359 Inputed -17.720912793259593 -16.892116185139503 """""" """""" """"""
-0.18489259607436276 0.24900836826777553 -6.6793296090838785 14.536569270939538 6041.413612405693 80.00563622525317 52 29 29 52.95974540011957 794 True False 2021pfs 210.84825 -6.031638888888889 SNIa 0.008733 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 210.84825 -6.031638888888889 TNS 2021pfs ZTF21abfaohe 2021pfs SNIa 0.008733 -0.0689720704450405 0.7705688532381245 0.10243942426117414 0.29784663773571296 0.7705688532381245 1.3720641473846733 17.835522981794796 17.835522981794796 35.12422241832478 35.12422241832478 59391.2138772998 59374.218356499914 14.015331128326926 14.015331128326926 14.18156666575413 18.945981296404174 3.1724205347519185 38.23087979383241 210.85891115 -6.03102856 0.0037054365316827598 12.535140516901016 18.270163877773285 17.24942024668455 1.0 """""" """""" """""" """""" 366 False True all False False 0 1.450142377011358 3.8575597521217153 210.84726225 -6.03206706 0.005051325014775121 18.426877799606324 15.971732110190391 23.27 0.5 False False 0.3 0.7 1.5 0.02 8 3 16.995520799886435 38.23087979383241 3.1724205347519185 1.0207436310887346 12.051012586457754 4.25483274944636 3.0678535809304215 False 0.008733 Inputed -18.761696789510612 -18.927932326937814 """""" """""" """"""
-0.11843590723585767 0.24580394138038672 -27.348013193199673 17.739244911766864 4592.157004862594 465.44546372647085 50 43 43 74.97163190040737 77 True True 2020jit 353.92845833333325 47.2529 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 353.92845833333325 47.2529 TNS 2020jit ZTF20aaurmtf 2020jit SNIa 0.04 0.2971417103528715 0.44659962071754933 0.3333043385259984 0.3702593773698126 0.44659962071754933 0.5262708966570173 -15.500077209762383 -15.500077209762383 90.47170911016975 90.47170911016975 58979.44126159977 58979.44126159977 17.571123151373374 17.571123151373374 17.617744382428878 2.8277479004923944 4.598161113435404 4.393785847873133 353.9301693341095 47.25252472354779 0.0013724027406897266 14.741930926427841 15.734493636674882 15.06696430047512 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.598161113435404 4.393785847873133 353.9301693341095 47.25252472354779 0.0013724027406897266 14.741930926427841 15.734493636674882 15.06696430047512 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 4.393785847873133 4.598161113435404 0.6675293361997614 0.9555528263320079 -1.8366295146984921 -2.550780081953757 False 0.04 Inputed -18.64706050505254 -18.693681736108044 """""" """""" """"""
-0.11286444693809781 0.41436832729224443 -7.384516740271053 19.11183286566492 6105.950696474734 95.2877557715946 50 31 31 36.09952539997175 53 True True 2021kse 243.35244999999995 60.88817777777778 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 243.35244999999995 60.88817777777778 TNS 2021kse ZTF21aaxksct 2021kse SNIa 0.1 -0.09007148960910172 0.5736168799101975 0.049779524647270534 0.20607081117708503 0.5736168799101975 1.0251552606515126 7.4997100711016795 7.4997100711016795 28.599815328870072 28.599815328870072 59341.324224499986 59334.24582180008 18.765345916845334 18.765345916845334 18.945926862980645 0.5955080016508482 2.0787862958877077 2.266001177563408 243.35119422485099 60.8880263386149 0.0020567714915001867 17.29264812416792 18.08404332678974 17.640459130957723 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.0787862958877077 2.266001177563408 243.35119422485099 60.8880263386149 0.0020567714915001867 17.29264812416792 18.08404332678974 17.640459130957723 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 7.078402699902654 2.266001177563408 2.0787862958877077 0.4435841958320168 1.0900597055339707 -0.6813025900555942 -1.3054677320229224 False 0.1 Inputed -19.337815235490282 -19.518396181625594 """""" """""" """"""
-0.1266624409068414 0.2786623691620229 -15.25719053582402 19.304326586863134 4921.977612631668 128.16583386025215 37 26 26 43.86552090011537 51 True True 2021gfi 246.40963333333335 30.159591666666664 SNIa 0.095 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 246.40963333333335 30.159591666666664 TNS 2021gfi ZTF21aaptouk 2021gfi SNIa 0.095 0.28210243015250924 0.8855994500898348 0.4160231684605975 0.5607863087638698 0.8855994500898348 1.2626225785278464 14.8450092584551 14.8450092584551 29.02051164166027 29.02051164166027 59300.426365700085 59280.41203700006 18.885407970679065 19.01683670595212 18.885407970679065 0.8553540696245289 1.3174272678690773 1.5884839999301057 246.40975634376701 30.1600199020851 0.00135173193424587 17.874574109352828 18.918321048852206 18.295558093168736 0.9650000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.3174272678690773 1.5884839999301057 246.40975634376701 30.1600199020851 0.00135173193424587 17.874574109352828 18.918321048852206 18.295558093168736 0.9650000000000001 False False 0.3 0.7 1.5 0.02 8 3 20.014328700024635 1.5884839999301057 1.3174272678690773 0.62276295568347 1.2057470182012093 -0.09851565709991306 -0.5898498775103285 False 0.095 Inputed -19.284681762466196 -19.15325302719314 """""" """""" """"""
-0.11720296073764289 0.2883443768818573 -8.653620236616174 18.355119528925986 5838.15604761979 59.508136055408315 69 54 54 38.911319399718195 105 True False 2020tdp 270.7817416666666 16.431894444444445 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 270.7817416666666 16.431894444444445 TNS 2020tdp ZTF20abyzgzj 2020tdp SNIa 0.06 0.0608501512042956 1.4221349446585343 0.32170061643023473 0.6308465148205258 1.4221349446585343 2.5035586074638836 10.970804269277082 10.970804269277082 27.940515130441113 27.940515130441113 59115.20156250009 59106.18778940011 17.987567498710796 17.987567498710796 18.009463198238 1.0246597533412527 3.3076009127224073 7.699001125953162 270.78389286 16.43133203 0.0023425408236210643 15.456936840915679 16.543024736738204 15.819472609186171 0.96 """""" """""" """""" """""" 0 False True all False False 0 3.3076009127224073 7.699001125953162 270.78389286 16.43133203 0.0023425408236210643 15.456936840915679 16.543024736738204 15.819472609186171 0.96 False False 0.3 0.7 1.5 0.02 8 3 9.013773099984974 7.699001125953162 3.3076009127224073 0.7235521275520327 2.3276693074849524 -1.444542761972592 -2.1899905890518276 False 0.06 Inputed -19.1460377829598 -19.167933482487005 """""" """""" """"""
-0.22199262116406127 0.21091804280015408 -10.26147930956461 17.581896068100868 4174.8411210326385 253.10608062554402 79 55 55 74.94710650015622 66 True False 2020cdj 269.04879166666666 62.75706944444445 SNIa 0.015 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 269.04879166666666 62.75706944444445 TNS 2020cdj ZTF20aammhli 2020cdj SNIa 0.015 0.43055377325308086 0.738174968885108 0.5030424702019047 0.5784148518420054 0.738174968885108 0.9105993211159209 12.713574798502808 12.713574798502808 62.23353170165342 62.23353170165342 58903.51261569979 58887.54809030006 17.05493123420337 17.31366702326992 17.05493123420337 5.890277781861542 2.313358590913024 7.47697172010031 269.05060907 62.75897249 0.0028226499899141055 16.080623257756233 17.127384677314758 16.447005237996578 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.313358590913024 7.47697172010031 269.05060907 62.75897249 0.0028226499899141055 16.080623257756233 17.127384677314758 16.447005237996578 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.96452539972961 7.47697172010031 2.313358590913024 0.6803794393181803 3.232085051349233 -0.18628234595516346 -0.6079259962067916 False 0.015 Inputed -17.066496099441206 -16.807760310374654 """""" """""" """"""
-0.166206698039107 0.25022673425506714 -6.020884280283218 17.516928964873856 5333.146377052364 81.95943705515417 49 32 32 47.95284719998017 77 True True 2021inj 241.41253333333327 3.0719361111111114 SNIa 0.041 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 241.41253333333327 3.0719361111111114 TNS 2021inj ZTF21aaswtok 2021inj SNIa 0.041 0.0874115367482915 1.0007274311079186 0.27584545342868694 0.48919012654738836 1.0007274311079186 1.6455118925696723 14.334527674802912 14.334527674802912 33.618319525177256 33.618319525177256 59323.46194439987 59311.44186339993 17.177377513304886 17.177377513304886 17.21780514161601 5.495002380358144 3.5739030975008133 3.942419304112895 241.4117856260795 3.072737247759645 0.00046297422839469693 13.895583401429654 15.074998362460136 14.303046044883729 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 3.5739030975008133 3.942419304112895 241.4117856260795 3.072737247759645 0.00046297422839469693 13.895583401429654 15.074998362460136 14.303046044883729 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 12.020080999936908 3.942419304112895 3.5739030975008133 0.7719523175764067 1.103113094160214 -2.102379150844751 -2.9147590967322827 False 0.041 Inputed -19.101143252053017 -19.141570880364142 """""" """""" """"""
-0.22257269683045725 0.16195014684654377 -8.178353035306657 17.993774252264778 5704.741482015259 112.2433718697132 52 30 30 64.9103240002878 51 True True 2020aeth 175.368375 -2.2509111111111113 SNIa 0.048 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 175.368375 -2.2509111111111113 TNS 2020aeth ZTF20acyyavb 2020aeth SNIa 0.048 -0.007567840288466243 0.5734600878661382 0.11837059628466307 0.25659866988660696 0.5734600878661382 0.9508039460420719 13.012710925230863 13.012710925230863 51.89761307505694 51.89761307505694 59216.53710650001 59203.52524309978 17.367603871639876 17.367603871639876 17.512499799903964 3.6189945991420074 3.1787683479087225 4.2648562914158585 175.367202715386 -2.250734078146815 0.0015043247597340548 15.616050659225582 16.573061209414007 15.922864252659082 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.1787683479087225 4.2648562914158585 175.367202715386 -2.250734078146815 0.0015043247597340548 15.616050659225582 16.573061209414007 15.922864252659082 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 13.011863400228322 4.2648562914158585 3.1787683479087225 0.6501969567549253 1.3416694218129048 -0.7945426622258687 -1.5896355472448818 False 0.048 Inputed -19.152368545114943 -19.29726447337903 """""" """""" """"""
-0.05263918270854916 0.6483505626038727 -5.452545680785374 17.963469225774972 5697.115226829473 288.0298193006296 187 111 111 73.90400470001623 61 True False 2021kwj 274.95629166666663 56.166999999999994 SNIIn 0.025 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 274.95629166666663 56.166999999999994 TNS 2021kwj ZTF21aaygmrl 2021kwj SNIIn 0.025 -0.07647938015312761 0.11421209967301493 -0.03142959931130562 0.015337177803395718 0.11421209967301493 0.2205352259323874 35.727054943253584 35.727054943253584 38.176949756762646 38.176949756762646 59368.36994209979 59335.42230319977 17.77061701011805 17.77061701011805 17.92754064409557 0.7399358150500064 3.2629007184251346 9.925388914068765 274.95562297 56.1697318 0.010809730768644776 17.06129490965605 17.347066099977493 17.105993857240676 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 9.802209652789617 274.95761561 56.16437885 0.9999993835615559 26.992353862035273 23.64 23.27 0.05 False False 0.3 0.7 1.5 0.02 8 3 32.94763890001923 9.925388914068765 3.2629007184251346 0.24107224273681638 3.0418911792263588 -0.42355091014055546 -0.821546786854892 False 0.025 Inputed -17.308644126812172 -17.465567760789693 """""" """""" """"""
-0.13267974510327574 0.3552131349469194 -11.67427627365078 18.416957828388263 6274.743112113785 233.57691829335226 44 28 28 55.987407399807125 148 True False 2021njs 314.1898833333333 33.11864166666667 SNIa 0.082 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 314.1898833333333 33.11864166666667 TNS 2021njs ZTF21abccplz 2021njs SNIa 0.082 -0.15698575562943162 0.06610721839608402 -0.10504087940392282 -0.050601906790340934 0.06610721839608402 0.1938572096247242 4.100169207280275 4.100169207280275 51.88723819252685 51.88723819252685 59364.38415510021 59356.41072920011 17.806057789138354 17.806057789138354 18.065977941963954 1.9986731556671073 0.7 0.36001488754395194 314.18990294 33.11854302 0.008674898813523235 22.31414957885742 23.460212079620362 22.55600483226776 0.5 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.36001488754395194 314.18990294 33.11854302 0.008674898813523235 22.31414957885742 23.460212079620362 22.55600483226776 0.5 False False 0.3 0.7 1.5 0.02 8 3 7.973425900097936 0.36001488754395194 0.7 0.9042072473526019 0.5143069822056456 5.654154290482008 4.490026890303806 False 0.082 Inputed -19.778522560482585 -20.038442713308186 """""" """""" """"""
-0.034468319055964106 0.4788776374395962 -5.210283418948668 18.16061313377916 4847.997134287746 405.9546859728419 71 33 33 74.92229170026258 32 True True 2020absj 197.73215416666662 11.873722222222222 SNII 0.02891 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 197.73215416666662 11.873722222222222 TNS 2020absj ZTF20acvezdt 2020absj SNII 0.02891 0.13867326430472104 0.29447225789667897 0.17615374271316142 0.2146014126378013 0.29447225789667897 0.378437202453231 53.136541020923374 53.136541020923374 21.785750679339202 21.785750679339202 59225.52310189977 59188.53821759997 17.841972432505077 18.173535226682 17.841972432505077 0.9499687743716938 1.5238034793829518 4.103186004935125 197.73259810677098 11.87477595178455 0.0010226566477479215 16.171185951826573 16.73169397161007 15.535307751921415 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.5238034793829518 4.103186004935125 197.73259810677098 11.87477595178455 0.0010226566477479215 16.171185951826573 16.73169397161007 15.535307751921415 1.0 False False 0.3 0.7 1.5 0.02 8 3 36.984884299803525 4.103186004935125 1.5238034793829518 1.1963862196886552 2.692726496855531 -1.4418412550719282 -2.306664680583662 False 0.02891 Inputed -17.711872036861056 -17.380309242684135 """""" """""" """"""
-0.03520914863571508 0.43136826708370923 -14.492635954295443 19.467915402943472 4933.056722855623 229.6360439831014 26 23 23 59.92817129986361 31 True False 2020tet 38.11924583333332 -20.637608333333333 SNIIP 0.086 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 38.11924583333332 -20.637608333333333 TNS 2020tet ZTF20abvyqia 2020tet SNIIP 0.086 0.18892208864780002 0.48510447165890724 0.25814261049303866 0.3305081150057241 0.48510447165890724 0.6536146373451359 24.308135514111925 24.308135514111925 35.62003578575168 35.62003578575168 59099.39896989986 59084.478159700055 19.17143388171493 19.17143388171493 19.396650855086126 0.5044670073444788 3.1911439924708125 8.10354567285369 38.11966378 -20.63539159 0.004986155842455431 16.410559596413375 17.00354736614227 16.715552983087303 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.1911439924708125 8.10354567285369 38.11966378 -20.63539159 0.004986155842455431 16.410559596413375 17.00354736614227 16.715552983087303 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.92081019980833 8.10354567285369 3.1911439924708125 0.2879943830549685 2.539385778884689 -2.1678865155726577 -2.6810978719988228 False 0.086 Inputed -18.553152584564437 -18.778369557935633 """""" """""" """"""
-0.2647590765154818 0.18659834216607651 -8.561130273663426 18.219318129681533 4788.4830129002485 115.12611659210447 39 26 26 52.93596070026979 45 True True 2019gwc 240.86204208333 38.184061 SNIc-BL 0.038003 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 240.86204208333 38.184061 TNS 2019gwc ZTF19aaxfcpq 2019gwc SNIc-BL 0.038003 0.25400312357776045 0.9266801248888186 0.40119267355769495 0.5617348213818403 0.9266801248888186 1.357311243304892 9.77099022481728 9.77099022481728 43.164970475452506 43.164970475452506 58650.27112270007 58638.27984949993 17.754931714609643 17.828583459160413 17.754931714609643 6.208824980949354 2.2957195019375507 6.151583333731228 240.861052776984 38.1825394235384 0.00232212127695286 16.180855755545196 17.001221178925633 16.45271155043423 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.2957195019375507 6.151583333731228 240.861052776984 38.1825394235384 0.00232212127695286 16.180855755545196 17.001221178925633 16.45271155043423 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.991273200139403 6.151583333731228 2.2957195019375507 0.5485096284914022 2.6795883942003322 -0.8273622802347802 -1.302220164175413 False 0.038003 Inputed -18.397611943850457 -18.323960199299687 """""" """""" """"""
-0.18438276780128277 0.2867031646951348 -13.09534161893755 16.90156620749388 5508.639349153488 331.42352063596735 19 13 13 64.78861110005528 76 True True 2019bjz 240.54903833333 15.918127499999 SNIa 0.033 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 240.54903833333 15.918127499999 TNS 2019bjz ZTF19aalsqqy 2019bjz SNIa 0.033 -0.0053694947415614536 0.16844384505013466 0.03602952806200932 0.07877675137232032 0.16844384505013466 0.2638939119711772 -6.319719999299505 -6.319719999299505 71.10833109935479 71.10833109935479 58543.505671299994 58543.505671299994 16.78951971507726 16.78951971507726 16.862447287684226 17.50721584218119 2.089557586088292 0.32173129362594033 240.549002774859 15.9182100691613 0.00029092981054656963 15.038473082493544 16.049288229904175 15.45605432022333 0.9714285714285714 """""" """""" """""" """""" 0 False True all False False 0 2.089557586088292 0.32173129362594033 240.549002774859 15.9182100691613 0.00029092981054656963 15.038473082493544 16.049288229904175 15.45605432022333 0.9714285714285714 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.32173129362594033 2.089557586088292 0.5932339096808441 0.15397101078617795 -0.7402314851730871 -1.4063929674608957 False 0.033 Inputed -18.980921526229253 -19.053849098836217 """""" """""" """"""
-0.10786412358533526 0.23920686097009367 -9.252228885402502 18.60253596465755 5610.836122671869 115.43831462848405 25 17 17 62.8329628999345 43 True False 2019bhe 180.9419475 -8.065866305555 SNIa 0.088 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 180.9419475 -8.065866305555 TNS 2019bhe ZTF19aajwdqt 2019bhe SNIa 0.088 0.025035392673068202 0.6008496800640906 0.15044725994024688 0.28767044265085673 0.6008496800640906 0.9718356808625046 18.968486151910263 18.968486151910263 43.86447674802424 43.86447674802424 58539.37895830022 58524.41961809993 18.126713932178387 18.126713932178387 18.163693979374784 1.7667595092981077 1.1954619246988578 0.5704131672386282 180.94196235 -8.06602407 0.0035000336840905755 19.718910425281525 20.20999715423584 19.93251542549133 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.1954619246988578 0.5704131672386282 180.94196235 -8.06602407 0.0035000336840905755 19.718910425281525 20.20999715423584 19.93251542549133 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.95934020029381 0.5704131672386282 1.1954619246988578 0.27748172874450816 0.47714875350991864 2.083283222057453 1.7688214461165472 False 0.088 Inputed -19.83696339139944 -19.873943438595838 """""" """""" """"""
-0.20104258502653122 0.25627496091332885 -10.519287127735085 17.95453461505764 4894.136474923358 129.4754362471854 29 15 15 41.85787030030042 71 True True 2019lfv 217.94904083333 55.945824388888 SNIa 0.041699 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 217.94904083333 55.945824388888 TNS 2019lfv ZTF19abfdszw 2019lfv SNIa 0.041699 0.22996592891031753 0.8078260204494612 0.3582449742074125 0.4968824317753118 0.8078260204494612 1.1684993521168288 12.130963927861295 12.130963927861295 29.726906372439124 29.726906372439124 58689.17952550016 58673.30149309989 17.61573561298249 17.72961616316674 17.61573561298249 1.127089463928368 3.3870518675568584 5.9340552574325995 217.949142224425 55.9474717594991 0.0004132743253398852 13.487512387695908 14.594931086837054 13.85600651419103 0.9549999999999998 """""" """""" """""" """""" 2 False True all False False 0 3.984512826001347 3.811609272336228 217.95025005 55.94663834 0.0006443345317833638 14.122874912375211 18.75149079580307 14.508633932209015 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.878032400272787 5.9340552574325995 3.3870518675568584 0.7389245726460238 1.7519823992872423 -3.134685076329685 -3.7597290987914604 False 0.041699 Inputed -18.74028732794691 -18.62640677776266 """""" """""" """"""
-0.19654645814522362 0.17407098843212296 -8.22037242470019 18.59576984697697 4972.795956961258 128.09926565286483 97 62 62 68.02336800005287 64 True False 2021gbq 280.4603375 61.25643888888889 SNIa 0.0705 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 280.4603375 61.25643888888889 TNS 2021gbq ZTF21aaopqqk 2021gbq SNIa 0.0705 0.17813895765952736 0.7443692238800921 0.3035597360148117 0.43930472466641746 0.7443692238800921 1.0990499082366476 11.77635186276783 11.77635186276783 56.24701613728504 56.24701613728504 59291.51131939981 59280.40965279983 18.122624683103943 18.122624683103943 18.227278252773864 2.7085250588628624 0.7189320686378201 0.03950349731574168 280.46036016 61.25644018 0.0004806345525980582 18.514350745391845 19.089886628484727 18.83693009966612 0.6100000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.7189320686378201 0.03950349731574168 280.46036016 61.25644018 0.0004806345525980582 18.514350745391845 19.089886628484727 18.83693009966612 0.6100000000000001 False False 0.3 0.7 1.5 0.02 8 3 11.101666599977762 0.03950349731574168 0.7189320686378201 0.25295652881860775 0.0549474686677839 0.967261945380784 0.6096518468922554 False 0.0705 Inputed -19.283586394460528 -19.38823996413045 """""" """""" """"""
-0.13324109615583157 0.33687593697515117 -9.707407488661183 18.27702208296982 5975.631192838656 203.741966519183 36 25 25 48.851342499721795 56 True False 2020sce 8.690229166666667 77.64853611111111 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 8.690229166666667 77.64853611111111 TNS 2020sce ZTF20abwyyjc 2020sce SNIa 0.08 -0.10044134690207329 0.17212220369370712 -0.03756396945262708 0.028732449126916748 0.17212220369370712 0.3308464506490125 16.484159114676046 16.484159114676046 32.36718338504575 32.36718338504575 59087.46804400021 59069.44243060006 17.88734788651415 17.88734788651415 17.983977531712117 0.6121767842645192 2.2015978680986614 4.1674839981795495 8.68704126 77.6494716 0.002405558944998054 16.84845377111435 17.3977727186203 17.126462559986116 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.2015978680986614 4.1674839981795495 8.68704126 77.6494716 0.002405558944998054 16.84845377111435 17.3977727186203 17.126462559986116 1.0 False False 0.3 0.7 1.5 0.02 8 3 18.025613400153816 4.1674839981795495 2.2015978680986614 0.27131015863418284 1.8929360618334272 -0.48957516789385025 -0.8575149717260011 False 0.08 Inputed -19.80595649035926 -19.90258613555723 """""" """""" """"""
-0.175931717216808 0.2973771779550422 -3.7701124645092485 18.371304476460434 5534.72560162698 214.62388638546054 26 9 9 16.02181710023433 52 True False 2020abpf 297.4500833333333 75.69006388888889 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 297.4500833333333 75.69006388888889 TNS 2020abpf ZTF20acvbcrd 2020abpf SNIa 0.05 -0.04086576816882115 0.22946969708481646 0.02181579740062034 0.08768684196224186 0.22946969708481646 0.3854638058692288 10.162978090668265 10.162978090668265 5.858839009566065 5.858839009566065 59195.15942130005 59188.119652799796 18.064359134088736 18.064359134088736 18.10800562860769 0.9158588529759973 3.7520706984085868 22.433866460496233 297.42604134 75.69194159 0.012667116090342323 15.458037666893006 17.033699315261842 16.030753814506532 1.0 """""" """""" """""" """""" 9 False True all False False 0 0.46845396958157215 5.0461207740373695 297.449929 75.69146507 0.002202088151751158 17.170480753946304 19.545795238113403 18.13446765871048 0.0 False False 0.3 0.7 1.5 0.02 8 3 7.039768500253558 22.433866460496233 3.7520706984085868 1.0029455007553096 5.979062833227368 -1.0306598188268943 -2.0772518141011567 False 0.05 Inputed -18.646533002567587 -18.69017949708654 """""" """""" """"""
-0.1150083057039461 0.4371038343720049 -5.48509383155712 18.709527058575716 5252.351238123182 223.61090174774435 54 31 31 45.89380789967254 92 True False 2020xpo 38.10693333333333 -12.961391666666666 SNIIn 0.075 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 38.10693333333333 -12.961391666666666 TNS 2020xpo ZTF20aclkvjy 2020xpo SNIIn 0.075 0.039500397563696055 0.3144294010323705 0.10351673722369625 0.17060494237139068 0.3144294010323705 0.4718753648553431 17.63590075631329 17.63590075631329 28.257907143359247 28.257907143359247 59158.28406250011 59142.35893520014 18.48131099988685 18.48131099988685 18.57748399887619 0.4431243584149984 1.2924742666164353 2.8303507855927466 38.10625555 -12.9618181 0.011022592338554849 20.064127912783622 20.33348849531412 21.259765183365346 0.9833333333333334 """""" """""" """""" """""" 0 False True all False False 0 1.2924742666164353 2.8303507855927466 38.10625555 -12.9618181 0.011022592338554849 20.064127912783622 20.33348849531412 21.259765183365346 0.9833333333333334 False False 0.3 0.7 1.5 0.02 8 3 15.925127299968153 2.8303507855927466 1.2924742666164353 -0.9262766880512245 2.189870126391231 1.85217749542727 2.682281184489156 False 0.075 Inputed -19.069917424477275 -19.166090423466613 """""" """""" """"""
-0.23542169943527486 0.17544383870692387 -8.855863020737539 18.380364726715193 5488.282821303272 134.85443154925758 45 32 32 52.92519670026377 44 True True 2020cfb 188.46649999999997 31.309811111111113 SNIa 0.0609 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 188.46649999999997 31.309811111111113 TNS 2020cfb ZTF20aamdsjv 2020cfb SNIa 0.0609 0.03559284595357681 0.5193804223472966 0.14309548133377703 0.25922013338314187 0.5193804223472966 0.8205014731131541 6.495755763831916 6.495755763831916 46.42944093643185 46.42944093643185 58899.39445600007 58891.435682899784 17.833348158543014 17.833348158543014 17.85578934288661 1.9797201316846227 3.0438119567674176 2.391693113706452 188.465963838591 31.3102922938162 0.0006537016129818385 14.932930329841971 15.859347746159434 15.296096327176691 0.99 """""" """""" """""" """""" 0 False True all False False 0 3.0438119567674176 2.391693113706452 188.465963838591 31.3102922938162 0.0006537016129818385 14.932930329841971 15.859347746159434 15.296096327176691 0.99 False False 0.3 0.7 1.5 0.02 8 3 7.958773100282997 2.391693113706452 3.0438119567674176 0.5632514189827429 0.785755870492891 -1.97400041238358 -2.559693015709918 False 0.0609 Inputed -19.33249072807904 -19.354931912422636 """""" """""" """"""
-0.08437825284335047 0.42944048409275215 -13.262400053288584 19.28636969797322 5744.922845594983 193.67014249342773 41 13 13 37.01693290006369 43 True False 2020apm 82.46032083333333 77.90208333333334 SNIa 0.123 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 82.46032083333333 77.90208333333334 TNS 2020apm ZTF20aafwyfk 2020apm SNIa 0.123 -0.022841059723326396 0.2843597684194883 0.04783474772719387 0.12248488771586707 0.2843597684194883 0.4641466731434356 14.829593953272056 14.829593953272056 22.187338946791638 22.187338946791638 58879.18383099977 58861.109490700066 18.620813141748176 18.620813141748176 19.157274525649477 1.4044068754929446 0.9258727137457324 7.75649183783831 82.45476705 77.9038965 0.23180030366193805 22.306956636762617 23.64 23.27 0.2 """""" """""" """""" """""" 0 False True all False False 0 0.9258727137457324 7.75649183783831 82.45476705 77.9038965 0.23180030366193805 22.306956636762617 23.64 23.27 0.2 False False 0.3 0.7 1.5 0.02 8 3 18.07434029970318 0.0 0.0 0.0 0.0 5.019186858251825 4.112725474350523 True 0.123 Inputed -19.586068539381138 -20.12252992328244 """""" """""" """"""
-0.17179792708530933 0.19376988798137318 -12.753363268540378 18.355142657369925 5712.909466135817 113.16711708862502 29 25 25 58.98540510004386 64 True True 2021brx 255.766 33.54378055555556 SNIa 0.06232 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 255.766 33.54378055555556 TNS 2021brx ZTF21aagtqgz 2021brx SNIa 0.06232 0.045262182162645104 0.643528415905827 0.1752742779764347 0.31773084812897423 0.643528415905827 1.0305058918174055 11.775908669482506 11.775908669482506 47.20949643056136 47.20949643056136 59264.48805559985 59249.51119210012 17.869361738727356 17.869361738727356 17.885821764994873 1.7457863866223569 3.8660995412216725 2.324494691245022 255.766312357783 33.5431896726596 0.0011543754687145524 15.127258990208507 15.990231642534733 15.428377266619204 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.8660995412216725 2.324494691245022 255.766312357783 33.5431896726596 0.0011543754687145524 15.127258990208507 15.990231642534733 15.428377266619204 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.976863499730825 2.324494691245022 3.8660995412216725 0.5618543759155283 0.6012506058006181 -1.8791300961926236 -2.4574444983756685 False 0.06232 Inputed -19.353215240448492 -19.36967526671601 """""" """""" """"""
-0.1586275130282416 0.2441461556724317 -12.712491972769026 17.742718661352228 5711.218705622029 128.42817561930156 84 68 68 73.86083329981193 51 True True 2018jtj 190.26429208333 8.072719 SNIa 0.045 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 190.26429208333 8.072719 TNS 2018jtj ZTF18acvguyi 2018jtj SNIa 0.045 0.02656241499699874 0.5351833709151883 0.13889611042151984 0.26071614342996696 0.5351833709151883 0.8551140491940998 13.180765224066086 13.180765224066086 60.680068075745844 60.680068075745844 58482.52364580007 58465.51906249998 17.250837459588972 17.250837459588972 17.35875138848501 3.258858695012745 3.082721794588897 4.694805506369344 190.26385228718 8.071489730742346 0.0024448540214287995 16.223705925068856 17.13322991350293 16.4455770140326 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 1.3211274714804924 2.255967042805322 190.26373108 8.07242886 0.003299299685662893 18.730240438646078 18.004229779469966 18.72682328953743 1.0 False False 0.3 0.7 1.5 0.02 8 3 17.004583300091326 4.694805506369344 3.082721794588897 0.6876528994703293 1.5229416792037926 -0.11760754608604174 -0.9131743744524101 False 0.045 Inputed -19.16442405126289 -19.27233798015893 """""" """""" """"""
-0.18320200482339483 0.20554527543427273 -9.112799920124257 17.527227148722147 6050.810626294532 93.26495714177022 43 27 27 65.99761579977348 31 True True 2019ecs 160.88537499999 48.445639 SNIa 0.04131 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 160.88537499999 48.445639 TNS 2019ecs ZTF19aaripqw 2019ecs SNIa 0.04131 -0.05262554583605805 0.6495145209149307 0.09498995239708563 0.2601911215089743 0.6495145209149307 1.1292116175662166 15.501631294359015 15.501631294359015 50.49598450541447 50.49598450541447 58612.186203700025 58596.20753470017 16.868631403116506 16.868631403116506 17.11650744281166 3.708012278574498 3.4618779088173537 8.513871777986754 160.883257912424 48.44373614836915 0.00615376221058328 16.525289880273938 16.994780451020596 16.635134191510677 0.9949999999999999 """""" """""" """""" """""" 2 False True all False False 0 0.7 4.033106126756159 160.88500445 48.44454599 0.04609046258011629 21.686990548437834 19.513419566226005 21.602649963492155 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.9786689998582 8.513871777986754 3.4618779088173537 0.359646259509919 2.459321790725792 0.12614904790408943 -0.4813732513009832 False 0.04131 Inputed -19.218959873996784 -19.466835913691938 """""" """""" """"""
-0.24472116316275255 0.5969475009032097 -2.0272671542563314 17.317660314279888 7972.14280403784 206.9302730395613 72 26 26 15.088657400105149 156 True False 2018faf 317.02409249999 34.406932 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 317.02409249999 34.406932 TNS 2018faf ZTF18ablpmiy 2018faf CV 0.0 -0.4407693667847603 -0.2544628732402039 -0.39806406879493395 -0.3528548837902328 -0.2544628732402039 -0.1446538760070517 2.0620526787932385 2.0620526787932385 13.02660472131191 13.02660472131191 58710.197777799796 58708.216678199824 16.553049583133454 16.553049583133454 17.188099781948104 4.183794882220707 0.7845955469499633 0.19688125634008866 317.02406798 34.40698281 0.005909743068963191 21.570605380916597 22.194475593471527 21.778592783546447 0.0 """""" """""" """""" """""" 0 False True all False False 0 0.7845955469499633 0.19688125634008866 317.02406798 34.40698281 0.005909743068963191 21.570605380916597 22.194475593471527 21.778592783546447 0.0 False False 0.3 0.7 1.5 0.02 8 3 1.9810995999723673 0.19688125634008866 0.7845955469499633 0.41588280992507975 0.25093343583894256 5.641426010338073 4.590493001598343 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.13140315942627356 0.2521239564227716 -7.916050837575932 18.571511015719537 6068.02717555759 112.51957590542418 74 36 36 71.90530089987442 144 True True 2020chi 144.52331666666663 24.011511111111112 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 144.52331666666663 24.011511111111112 TNS 2020chi ZTF20aamnvij 2020chi SNIa 0.07 -0.0912212653608897 0.45108228584913945 0.026063862090886403 0.1549833788446051 0.45108228584913945 0.8043894774440972 15.602346541473713 15.602346541473713 56.302954358400704 56.302954358400704 58903.3015509001 58890.26870370004 18.045019170867366 18.045019170867366 18.205671151652783 0.6888050734764332 2.146878496351116 2.9758198538521463 144.52413790972798 24.0118582896216 0.003819648390308905 17.849699605174663 18.252082386376856 18.113622823585274 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.146878496351116 2.9758198538521463 144.52413790972798 24.0118582896216 0.003819648390308905 17.849699605174663 18.252082386376856 18.113622823585274 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.032847200054675 2.9758198538521463 2.146878496351116 0.13845956279158145 1.3861147050985505 0.20706321550948914 -0.09204832806750929 False 0.07 Inputed -19.289494799938012 -19.45014678072343 """""" """""" """"""
-0.11425328898349092 0.27331583666700265 -14.164287377808606 18.68422882814839 5057.988160766961 101.66527049117587 39 23 23 40.84160879999399 73 True False 2020smn 271.97336249999995 30.571641666666668 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 271.97336249999995 30.571641666666668 TNS 2020smn ZTF20abyiycy 2020smn SNIa 0.07 0.27063150336255504 1.0583713591161832 0.44002325486633964 0.6268288835335589 1.0583713591161832 1.578115864655917 12.129121199188768 12.129121199188768 28.712487600805225 28.712487600805225 59111.21843749983 59096.2781134001 18.404324437600618 18.49042849446716 18.404324437600618 1.771041576782361 4.0328155592845025 6.06430693039679 271.97145387 30.57201201 0.0018982229638205839 15.195341819739342 21.928873023986817 19.393998841285704 1.0 """""" """""" """""" """""" 1 False True all False False 0 6.19259547484423 4.643188957835585 271.97208119 30.57097349 0.0024077880847874766 14.796369943988323 15.609741327524185 14.958702460575104 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.940324099734426 6.06430693039679 4.0328155592845025 2.534874182701113 1.5037402135674938 3.438444529519657 0.9896744036850862 False 0.07 Inputed -19.090841513990178 -19.004737457123635 """""" """""" """"""
-0.15691032989706535 0.14385126494257142 -12.98295650826974 18.351426305197965 5784.354166894338 112.54560166776518 91 60 60 73.88089120015502 50 True True 2021glz 246.21691249999998 45.18093333333333 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 246.21691249999998 45.18093333333333 TNS 2021glz ZTF21aaplnxw 2021glz SNIa 0.08 0.0316213612351639 0.627893222919166 0.16105336516696767 0.30297855046834243 0.627893222919166 1.0142871177227342 15.302133437767532 15.302133437767532 58.57875776238749 58.57875776238749 59308.385810200125 59292.457939799875 17.71122037612604 17.71122037612604 17.87594658137266 3.4817313430686228 0.954815063720903 1.4083745302407058 246.2168052234015 45.18054949552885 0.007478949635262633 20.813712706139235 21.306554112563433 20.98304632346541 0.8777777777777778 """""" """""" """""" """""" 0 False True all False False 0 0.954815063720903 1.4083745302407058 246.2168052234015 45.18054949552885 0.007478949635262633 20.813712706139235 21.306554112563433 20.98304632346541 0.8777777777777778 False False 0.3 0.7 1.5 0.02 8 3 15.927870400249958 1.4083745302407058 0.954815063720903 0.3235077890980236 1.4750233670929813 3.595333736437393 3.1070997420927498 False 0.08 Inputed -19.91398744069872 -20.07871364594534 """""" """""" """"""
-0.10507949665796373 0.30473134114978506 -11.172015113499697 19.0761263888646 4567.4803884436105 118.23099168632739 46 26 26 33.02287039998919 41 True True 2021kxr 160.18701666666664 45.16246388888889 SNIb 0.052068 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 160.18701666666664 45.16246388888889 TNS 2021kxr ZTF21aayddkn 2021kxr SNIb 0.052068 0.36705448008671837 1.0633086274612857 0.5202129264800561 0.6866858933225259 1.0633086274612857 1.5052158878803397 19.13757682600268 19.13757682600268 13.885293573986507 13.885293573986507 59353.1819329001 59334.1811573999 18.795511297760676 19.079889294517947 18.795511297760676 0.6636176014539843 3.8064799254395227 5.553511691612582 160.18593616671149 45.1611225084708 0.0017851664762510433 15.29466681456685 15.898282177984715 15.492850326295494 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.8064799254395227 5.553511691612582 160.18593616671149 45.1611225084708 0.0017851664762510433 15.29466681456685 15.898282177984715 15.492850326295494 1.0 False False 0.3 0.7 1.5 0.02 8 3 19.00077550020069 5.553511691612582 3.8064799254395227 0.4054318516892206 1.4589625586876922 -3.1816071165332325 -3.3026609714651816 False 0.052068 Inputed -18.048087778206607 -17.763709781449336 """""" """""" """"""
-0.1747159960091443 0.5273024131698387 -22.58169303228379 13.190573647813022 8560.004965909964 459.5227320477047 24 16 16 26.02309020003304 270 True False 2021icm 298.81564583333335 13.224186111111111 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 298.81564583333335 13.224186111111111 TNS 2021icm ZTF21aasschv 2021icm CV 0.0 -0.4675622732472373 -0.3917477846500006 -0.4493389337544915 -0.4306356047173736 -0.3917477846500006 -0.35081570496389247 -18.918713851156124 -18.918713851156124 44.941804051189166 44.941804051189166 59309.45591440005 59309.45591440005 13.673885802842277 13.673885802842277 14.158769488887634 316.4990177904205 0.7 0.4575574668532108 298.81577083 13.2241494 0.002880339352828609 20.810055238246917 20.64260561962128 20.65955153284073 0.0 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.4575574668532108 298.81577083 13.2241494 0.002880339352828609 20.810055238246917 20.64260561962128 20.65955153284073 0.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.4575574668532108 0.7 -0.016945913219451825 0.6536535240760155 6.968719816779002 6.500782043953096 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.17655191124929437 0.18456651802763957 -12.304927767798585 16.835740349146285 3595.6643907362427 218.45115716633708 40 26 26 72.92501149978489 27 True True 2019udk 10.213658333333331 2.8404527777777777 SNIa 0.017892 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 10.213658333333331 2.8404527777777777 TNS 2019udk ZTF19acnzkph 2019udk SNIa 0.017892 0.7531314404633029 1.17626700041248 0.8520981814064008 0.9554973674074034 1.17626700041248 1.4168636657238913 18.215850555614082 18.215850555614082 54.709160944170804 54.709160944170804 58811.14761570003 58790.19765050011 16.34137889721615 17.0147778615609 16.34137889721615 5.314591318389362 1.5373659959953163 7.960716012626916 10.21540464029995 2.841812114506955 0.0011735716009920738 15.003187973841428 16.04104431564927 15.274432357501984 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.5373659959953163 7.960716012626916 10.21540464029995 2.841812114506955 0.0011735716009920738 15.003187973841428 16.04104431564927 15.274432357501984 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 20.94996519992128 7.960716012626916 1.5373659959953163 0.7666119581472852 5.178152784284146 -0.9737335459116316 -1.0669465397141646 False 0.017892 Inputed -18.16449506873812 -17.491096104393367 """""" """""" """"""
-0.14030658151019654 0.40999481218346606 -2.2717255204862186 18.991472775627543 5635.692859833239 165.21019782474136 13 11 11 26.981064799707383 52 True True 2019pyr 123.36198125 65.454523388888 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 123.36198125 65.454523388888 TNS 2019pyr ZTF19abyjgal 2019pyr SNIa 0.1 -0.06925048722124316 0.2844368229930936 0.01088739141637518 0.09637494478803887 0.2844368229930936 0.4971194517740152 7.105275330183199 7.105275330183199 19.875789469524186 19.875789469524186 58739.508530099876 58736.48626160016 18.73460812329304 18.73460812329304 18.80444189955723 0.9459422112417181 2.103112257485944 0.2257088616586782 123.36197018852499 65.45446086059866 0.0010859332031695201 16.759348913668394 17.99529898901701 17.178777896614076 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.103112257485944 0.2257088616586782 123.36197018852499 65.45446086059866 0.0010859332031695201 16.759348913668394 17.99529898901701 17.178777896614076 1.0 False False 0.3 0.7 1.5 0.02 8 3 3.022268499713391 0.2257088616586782 2.103112257485944 0.8165210924029331 0.10732135712455507 -0.7393091342760307 -1.6256640029431537 False 0.1 Inputed -19.4793001989137 -19.549133975177888 """""" """""" """"""
-0.016610743162081446 0.5325523266763512 -18.421955155529915 17.386287019969622 4810.777189697768 212.9025507310864 58 37 37 70.91623840015382 49 True False 2021uru 43.09448749999999 -18.6965 SNIIn 0.054 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 43.09448749999999 -18.6965 TNS 2021uru ZTF21abpmlxu 2021uru SNIIn 0.054 0.2662395443167753 0.603987458839093 0.34482401210061653 0.4272157576398996 0.603987458839093 0.797752277461246 62.46846064989186 62.46846064989186 8.447777750261956 8.447777750261956 59477.40047449991 59434.44178240001 17.313912286116413 17.443977729104116 17.313912286116413 0.29628473307177994 1.6206387595458107 2.463424670825787 43.09511616 -18.69683711 0.0027213369571499335 18.05914365464449 18.249186852037905 17.92014042561054 0.15 """""" """""" """""" """""" 0 False True all False False 0 1.6206387595458107 2.463424670825787 43.09511616 -18.69683711 0.0027213369571499335 18.05914365464449 18.249186852037905 17.92014042561054 0.15 False False 0.3 0.7 1.5 0.02 8 3 42.958692099899054 2.463424670825787 1.6206387595458107 0.3290464264273645 1.520033169832474 0.805209122933789 0.606228139494128 False 0.054 Inputed -19.609782738490367 -19.479717295502663 """""" """""" """"""
-0.17338275274709014 0.23795778710825427 -6.392579254038431 17.965320391305344 5948.192564497443 79.78378171961977 23 16 16 39.04212970007211 48 True True 2020asa 215.8833833333333 17.44956388888889 SNIa 0.0528 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 215.8833833333333 17.44956388888889 TNS 2020asa ZTF20aahpxzz 2020asa SNIa 0.0528 -0.05324909663280053 0.7997022361641584 0.12091721224062013 0.319447181334116 0.7997022361641584 1.4108619037319485 10.95623223671967 10.95623223671967 28.08589746335244 28.08589746335244 58881.50505790021 58872.436550899874 17.435272331740723 17.435272331740723 17.603106077691958 4.003145558641319 1.598033965210371 0.43649481975672866 215.883449285123 17.449460241935398 0.00016109835009670004 14.949842344292403 16.164933663856985 15.333732351586223 0.9550000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.598033965210371 0.43649481975672866 215.883449285123 17.449460241935398 0.00016109835009670004 14.949842344292403 16.164933663856985 15.333732351586223 0.9550000000000001 False False 0.3 0.7 1.5 0.02 8 3 9.068507000338286 0.43649481975672866 1.598033965210371 0.8312013122707622 0.27314489507691214 -1.2703386678837383 -2.2693737261057354 False 0.0528 Inputed -19.27118060914153 -19.439014355092766 """""" """""" """"""
-0.08441595391781168 0.2913634462364803 -14.15256855822312 18.17979753807597 5064.8893920693645 194.88244847206374 18 10 10 21.951736100018024 48 True False 2020cke 131.82466708333 -20.527589 SNIIn 0.023 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 131.82466708333 -20.527589 TNS 2020cke ZTF20aamrreb 2020cke SNIIn 0.023 0.16293890426872792 0.5116034251009509 0.24342454267989666 0.32824676069548886 0.5116034251009509 0.7144967016800123 14.410771927865646 14.410771927865646 7.540964172152378 7.540964172152378 58905.22704860009 58891.272129599936 17.87449954626885 18.01082766842341 17.87449954626885 0.9813984202270675 4.7645742083327765 1.3503728890084328 131.82426678 -20.52757621 0.0015875522824240207 15.084574663591384 15.50081073284149 15.15626798415184 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.7645742083327765 1.3503728890084328 131.82426678 -20.52757621 0.0015875522824240207 15.084574663591384 15.50081073284149 15.15626798415184 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.954919000156224 1.3503728890084328 4.7645742083327765 0.3445427486896495 0.2834194263669484 -2.5100169355819197 -2.71823156211701 False 0.023 Inputed -17.179532422976 -17.04320430082144 """""" """""" """"""
-0.19429733560914744 0.16769059616990484 -10.315175634114897 18.70382053820488 4670.41069650714 250.3919621703472 51 30 30 70.75756940012798 56 True True 2020qwb 327.3171458333333 7.174463888888889 SNIa 0.0711 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 327.3171458333333 7.174463888888889 TNS 2020qwb ZTF20abqlawg 2020qwb SNIa 0.0711 0.24076567201322163 0.519433509799903 0.3062904203844745 0.37452005482310113 0.519433509799903 0.6762168624073972 10.856383918812721 10.856383918812721 59.90118548131525 59.90118548131525 59079.357523099985 59067.37618059991 18.136981772480116 18.25822078288056 18.136981772480116 1.7025335011543674 3.1866388942018005 0.21367168880790752 327.3172026071475 7.174445185478 0.0006667239510997902 15.02562745048523 16.18367930097103 15.411890470199586 0.99 """""" """""" """""" """""" 0 False True all False False 0 3.1866388942018005 0.21367168880790752 327.3172026071475 7.174445185478 0.0006667239510997902 15.02562745048523 16.18367930097103 15.411890470199586 0.99 False False 0.3 0.7 1.5 0.02 8 3 11.981342500075698 0.21367168880790752 3.1866388942018005 0.7717888307714436 0.06705236956615654 -2.074541481909531 -2.7250913022805303 False 0.0711 Inputed -19.39257686192279 -19.271337851522347 """""" """""" """"""
-0.007754315254053309 0.29199038199816 -11.192629390612279 18.962439580739495 3693.865611730838 394.98794385462224 327 24 24 73.72871530009434 27 True False 2019gzd 203.02602041666 80.162952111111 SNIa 0.057 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 203.02602041666 80.162952111111 TNS 2019gzd ZTF19adcmfqs 2019gzd SNIa 0.057 0.6399904914332311 0.8533270433878073 0.6913837359063635 0.7440535341285717 0.8533270433878073 0.968026200599386 207.4591738571896 207.4591738571896 -133.73045855709526 -133.73045855709526 59682.367905099876 59622.47085649986 18.73571633593239 19.30218770828669 18.73571633593239 0.8679232229111677 3.4163142056414495 1.8529130754518495 203.02895692 80.1630671 0.0006776882249885929 14.772007016408443 16.027736184692383 15.25206703298092 0.99 """""" """""" """""" """""" 0 False True all False False 0 3.4163142056414495 1.8529130754518495 203.02895692 80.1630671 0.0006776882249885929 14.772007016408443 16.027736184692383 15.25206703298092 0.99 False False 0.3 0.7 1.5 0.02 8 3 59.897048600018024 1.8529130754518495 3.4163142056414495 0.7756691517114636 0.5423719728097859 -3.2744515235943084 -3.4836493029514717 False 0.057 Inputed -18.306899082018266 -17.740427709663965 """""" """""" """"""
-0.12738460718962474 0.2765212312613343 -4.918235915280882 19.02402397775625 5509.433567503472 314.427532904444 170 163 163 62.701527799945325 96 True False 2019aafe 349.0686833333333 48.428444444444445 SNIIn 0.074 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 349.0686833333333 48.428444444444445 TNS 2019aafe ZTF19abzfxel 2019aafe SNIIn 0.074 -0.03737649960756073 0.14187096884325 0.0051903221774693975 0.049229137321074035 0.14187096884325 0.24085238177069357 19.00600568347524 19.00600568347524 43.69552211647009 43.69552211647009 58744.24020829983 58730.407199100126 18.474143298579687 18.474143298579687 18.560802887423343 1.3440293807839374 0.8588114936978992 0.3520772873130347 349.06856479 48.42838633 0.008185134042541509 21.729268851041795 22.21901502456665 22.064950560522078 0.43999999999999995 """""" """""" """""" """""" 0 False True all False False 0 0.8588114936978992 0.3520772873130347 349.06856479 48.42838633 0.008185134042541509 21.729268851041795 22.21901502456665 22.064950560522078 0.43999999999999995 False False 0.3 0.7 1.5 0.02 8 3 13.833009199704975 0.3520772873130347 0.8588114936978992 0.1540644640445734 0.4099587510142052 3.7448717259869646 3.5041476730987355 False 0.074 Inputed -19.056969386036023 -19.14362897487968 """""" """""" """"""
-0.17830348040503669 0.3236665617222943 0.08302849779277821 16.590505457625778 6626.95641421179 188.31884894077947 51 9 9 5.999201399739832 70 True False 2021knh 137.53604166666665 -27.62405 SNIa 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 137.53604166666665 -27.62405 TNS 2021knh ZTF21aaxjpsw 2021knh SNIa 0.03 -0.2743946038150753 -0.021966947988453 -0.2167717658248698 -0.1556004316339994 -0.021966947988453 0.1278282576594627 12.408754881971834 12.408754881971834 -6.409553482232003 -6.409553482232003 59335.16878469987 59329.16958330013 16.644365009590857 17.897855774152735 16.644365009590857 0.2642690236366314 1.9571601281737854 2.3790203871390134 137.53530413 -27.62395155 0.003194331232295178 17.960044895410537 18.617481325340272 18.31127749156952 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.9571601281737854 2.3790203871390134 137.53530413 -27.62395155 0.003194331232295178 17.960044895410537 18.617481325340272 18.31127749156952 1.0 False False 0.3 0.7 1.5 0.02 8 3 5.999201399739832 2.3790203871390134 1.9571601281737854 0.306203833770752 1.215547135307147 0.7196255511875371 1.6669124819786632 False 0.03 Inputed -18.99043244403447 -17.736941679472594 """""" """""" """"""
-0.1300376607464233 0.2728154306040499 -20.2538576249722 18.033295825109576 5220.496032797662 206.5124861613681 28 13 13 74.96103010000661 41 True True 2020dzj 160.17733749999996 2.0843805555555557 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 160.17733749999996 2.0843805555555557 TNS 2020dzj ZTF20aasfaxj 2020dzj SNIa 0.05 0.1556174694220509 0.4810967139272151 0.231082130650357 0.3103859721738722 0.4810967139272151 0.668984629929696 17.657341942079693 17.657341942079693 57.30368815792691 57.30368815792691 58940.17560190009 58912.25350689981 17.814096032267745 17.814096032267745 17.928227172751892 5.879499863853741 2.3727689167502994 3.009931130653423 160.177904464335 2.083765717078935 0.0051792778378843 18.0592923862648 18.50968514158726 18.214011098618506 0.9888888888888889 """""" """""" """""" """""" 0 False True all False False 0 2.3727689167502994 3.009931130653423 160.177904464335 2.083765717078935 0.0051792778378843 18.0592923862648 18.50968514158726 18.214011098618506 0.9888888888888889 False False 0.3 0.7 1.5 0.02 8 3 27.922095000278205 3.009931130653423 2.3727689167502994 0.2956740429687521 1.2685310859414702 0.6955891093195135 0.28578392586661394 False 0.05 Inputed -18.826311458423383 -18.94044259890753 """""" """""" """"""
-0.1999888001940418 0.22386746071387417 -8.226912730000715 16.24435332632468 5767.021884533788 225.37319778019054 85 34 34 74.01906249998137 45 True True 2020ags 194.27058333333332 29.088719444444443 SNIa 0.02 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 194.27058333333332 29.088719444444443 TNS 2020ags ZTF20aaghlkv 2020ags SNIa 0.02 -0.06961263794253192 0.18067402670484967 -0.011398206280595957 0.049654037946343266 0.18067402670484967 0.324278583597593 13.29561133992247 13.29561133992247 60.7234511600589 60.7234511600589 58881.46418979997 58867.4255903 15.592161655791664 15.592161655791664 15.831004213099263 13.259700951006641 0.826834588358111 18.418658053953237 194.27578843829548 29.0910619654119 0.243103986762224 20.16499418197155 22.05990634911716 20.60699571991682 0.9277777777777777 """""" """""" """""" """""" 4 False True all False False 0 0.3007503434581582 13.135726915182124 194.2747196686095 29.0882210854719 0.04294941637073513 18.63095997632235 19.269003323928118 18.783273165079358 0.0 False False 0.3 0.7 1.5 0.02 8 3 14.03859949996695 0.0 0.0 0.0 0.0 8.047838344208337 7.438995786900737 True 0.02 Inputed -18.91789055538683 -19.15673311269443 """""" """""" """"""
-0.1418187411521776 0.26446898202138347 -9.751395060717787 19.265773449034725 5805.6433748242525 100.792773510686 31 28 28 42.07771990029141 47 True True 2020vgi 137.4401333333333 55.06097777777777 SNIa 0.106 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 137.4401333333333 55.06097777777777 TNS 2020vgi ZTF20achdcni 2020vgi SNIa 0.106 0.001021354451239631 0.6664400137870352 0.14297733002563007 0.30036928180674494 0.6664400137870352 1.1103692978872672 10.581449818022005 10.581449818022005 31.496270082269408 31.496270082269408 59139.411342599895 59128.45688659977 18.76098616850382 18.76098616850382 18.93929008918057 0.8526695250118208 1.2201886934064055 7.697653130325671 137.4407050794485 55.05886476244185 0.0035769618746509524 16.61685569615543 17.909140275251865 17.06056338786483 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 1.517196227672543 1.979911370894486 137.44100329579152 55.06074488919915 0.007246675835696936 19.657915351498723 20.47855515086174 19.936609275856018 0.7100000000000001 False False 0.3 0.7 1.5 0.02 8 3 10.954456000123173 7.697653130325671 1.2201886934064055 0.8485768873870363 6.3085760193664004 -0.851845893251955 -1.8787267013157418 False 0.106 Inputed -19.473667636324674 -19.651971557001424 """""" """""" """"""
-0.04445930303795488 0.35573953875329883 -11.446809802235267 18.2880159790709 5863.822308286537 160.09216697967292 46 36 36 73.83719910029322 41 True False 2019pnl 64.711167083333 -8.937619 SNII 0.038 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 64.711167083333 -8.937619 TNS 2019pnl ZTF19abwsagv 2019pnl SNII 0.038 -0.045872669312473136 0.3276379655190951 0.03853608670193509 0.1287315530373121 0.3276379655190951 0.5532900404616825 26.783054110086226 26.783054110086226 47.05414499020699 47.05414499020699 58747.483900499996 58732.50128469989 17.878204607422273 17.878204607422273 17.945109143466457 2.0076006695799737 3.159582913157532 3.0609245884211536 64.71034945 -8.93788461 0.004184903045116095 17.191874952983856 17.78378734703064 17.356776804733276 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.159582913157532 3.0609245884211536 64.71034945 -8.93788461 0.004184903045116095 17.191874952983856 17.78378734703064 17.356776804733276 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.98261580010876 3.0609245884211536 3.159582913157532 0.42701054229736357 0.9687748897724655 -0.09441726039163356 -0.5883323387331814 False 0.038 Inputed -18.207261507427138 -18.274166043471322 """""" """""" """"""
-0.1726629989452108 0.3726329225301607 -6.42029978339909 18.975081060230046 5485.189071431382 213.82360938301778 20 10 10 27.914259299635887 41 True True 2019pmw 351.52243749999 -19.3177425 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 351.52243749999 -19.3177425 TNS 2019pmw ZTF19abxigfc 2019pmw SNIa 0.09 -0.012397398867946663 0.26522002592611216 0.05198421273440701 0.11963367772970557 0.26522002592611216 0.42536902351118755 10.29905640696735 10.29905640696735 17.615202892668535 17.615202892668535 58743.38140049996 58732.37931710016 18.514490130260345 18.514490130260345 18.753658308012415 0.6118470544662442 1.3006154863740194 0.7383552856215738 351.52231575431597 -19.31757260159695 0.0030929399614231246 19.304887965280415 19.689052509413955 19.431025770605803 0.985 """""" """""" """""" """""" 0 False True all False False 0 1.3006154863740194 0.7383552856215738 351.52231575431597 -19.31757260159695 0.0030929399614231246 19.304887965280415 19.689052509413955 19.431025770605803 0.985 False False 0.3 0.7 1.5 0.02 8 3 11.002083399798721 0.7383552856215738 1.3006154863740194 0.25802673880815163 0.567696827661211 1.1745623791536097 0.6773674625933879 False 0.09 Inputed -19.29672633716682 -19.53589451491889 """""" """""" """"""
-0.15835081524888076 0.34304381244189885 -5.1379640109409515 17.975626846374293 5957.153015114342 211.20639855268047 28 10 10 12.044328700285405 59 True True 2021ik 340.33691666666664 27.02376111111111 SNIa 0.047 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 340.33691666666664 27.02376111111111 TNS 2021ik ZTF21aaazjia 2021ik SNIa 0.047 -0.12538327408196537 0.13096279255666587 -0.06610660135529045 -0.0037032184284839786 0.13096279255666587 0.2796037852233155 13.627574275711911 13.627574275711911 -1.5832455754265071 -1.5832455754265071 59231.12322920002 59219.114189799875 17.57972847343205 17.57972847343205 17.783317590031064 0.6444155956870423 1.6685396268576302 4.532292271574309 340.33572071274455 27.023090313317 0.005886347210662057 18.224098073705434 18.781505579352377 18.2937829707098 0.9850000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.6685396268576302 4.532292271574309 340.33572071274455 27.023090313317 0.005886347210662057 18.224098073705434 18.781505579352377 18.2937829707098 0.9850000000000001 False False 0.3 0.7 1.5 0.02 8 3 12.009039400145411 4.532292271574309 1.6685396268576302 0.4877226086425779 2.716322824235226 1.2017771059203284 0.5104653806787347 False 0.047 Inputed -18.83531871256365 -19.038907829162667 """""" """""" """"""
-0.07443600779234244 0.39639874148390297 -19.426802398409773 18.884788938029683 6339.347289931656 75.78603008243338 38 31 31 34.92417829995975 55 True True 2020fab 251.64391666666663 38.02408888888889 SNIa 0.08561 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 251.64391666666663 38.02408888888889 TNS 2020fab ZTF20aatuqps 2020fab SNIa 0.08561 0.10203357135190672 1.120617113870658 0.30901434116432114 0.545583168713982 1.120617113870658 1.858019553637405 -3.9929441331570583 -3.9929441331570583 38.91712243311681 38.91712243311681 58939.49002309982 58936.487442099955 18.355551214722507 18.530075026779848 18.355551214722507 1.4633680885162474 3.586839671517533 6.2086102212738705 251.64174351658102 38.0242979099919 0.0036149494440583796 16.20661982640624 17.227776580207347 16.561654664776327 0.99 """""" """""" """""" """""" 0 False True all False False 0 3.586839671517533 6.2086102212738705 251.64174351658102 38.0242979099919 0.0036149494440583796 16.20661982640624 17.227776580207347 16.561654664776327 0.99 False False 0.3 0.7 1.5 0.02 8 3 3.0025809998624027 6.2086102212738705 3.586839671517533 0.6661219154310203 1.7309416617016253 -1.3022984465725003 -1.7938965499461794 False 0.08561 Inputed -19.584199999097386 -19.409676187040045 """""" """""" """"""
-0.38396278552820295 0.12128459175770459 -3.1223968822146 17.18734414486315 7264.645138161144 308.5944049875176 11 9 9 32.98261580010876 38 True True 2019ngp 347.63874166666665 10.69278888888889 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 347.63874166666665 10.69278888888889 TNS 2019ngp ZTF19ablwwox 2019ngp CV 0.0 -0.3561158916631335 -0.2221197982821579 -0.3244658215551084 -0.291606752273907 -0.2221197982821579 -0.14736826265131953 8.406509344163045 8.406509344163045 24.576106455945716 24.576106455945716 58709.452731499914 58703.41814809991 16.373914371493132 16.373914371493132 17.094397105364735 101.60807157118896 0.7868912339592757 36.9060949804297 347.64909904876595 10.6940198836622 0.7141485603756434 20.32211228925228 23.207807168235778 21.41398718240738 0.95 """""" """""" """""" """""" 15 False True all False False 0 0.2710718842835102 6.091510820662079 347.6371569052235 10.69212696567115 0.002917555909713321 17.079868875169755 17.645517507183552 17.214560675346853 0.0 False False 0.3 0.7 1.5 0.02 8 3 6.034583400003612 0.0 0.0 0.0 0.0 7.266085628506868 6.175602894635265 True 0.0 Inputed """""" """""" """""" """""" """"""
-0.2269119957086372 0.16065504345231954 0.6573761095798729 16.319995693782335 5060.851399266193 186.29358823849 37 14 14 73.89994210004807 67 True True 2020dyf 232.62376249999997 -12.601813888888888 SNIa 0.021158 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 232.62376249999997 -12.601813888888888 TNS 2020dyf ZTF20aasitrr 2020dyf SNIa 0.021158 0.05225864278481751 0.39173386139149713 0.1302054926024745 0.2126401185236979 0.39173386139149713 0.5911457634291359 11.715420410992913 11.715420410992913 62.18452168905515 62.18452168905515 58915.480185199995 58912.48031250015 16.424185408003733 16.424185408003733 16.491414665584724 14.894954059637103 4.9382789802085245 15.700267035327965 232.62791654097248 -12.6034217978781 0.0021965696197399076 13.7854156639719 14.713577263202668 14.076137011113167 0.9400000000000001 """""" """""" """""" """""" 4 False True all False False 0 0.7 8.024615512652055 232.62174943 -12.60286706 0.42555620878293776 23.22877605342865 23.58212227344513 24.53420852971077 0.9 False False 0.3 0.7 1.5 0.02 8 3 2.9998726998455822 15.700267035327965 4.9382789802085245 0.6374402520895011 3.179299326395084 -1.710608144801066 -2.4152776544715575 False 0.021158 Inputed -18.380340754792627 -18.447570012373617 """""" """""" """"""
-0.09266586928369848 0.3406814022833775 -20.79945242470192 18.293365716265313 6128.68341202547 152.29385670867512 27 27 27 64.95284719998017 36 True False 2020qax 43.96274999999999 13.024811111111111 SNIa 0.075 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 43.96274999999999 13.024811111111111 TNS 2020qax ZTF20abnvdem 2020qax SNIa 0.075 -0.01826398012573094 0.385747399296811 0.07262488385772414 0.1700288517569497 0.385747399296811 0.6317991080532437 -5.16493735402179 -5.16493735402179 70.11778455400196 70.11778455400196 59056.449502300005 59052.43531250022 17.937897701272487 17.937897701272487 18.184596362672877 2.0870182150954877 2.064967766296383 2.8826567956573133 43.96345813 13.02440466 0.007346505420673388 18.80911339082718 19.27027748594284 19.087233796548844 0.9400000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.064967766296383 2.8826567956573133 43.96345813 13.02440466 0.007346505420673388 18.80911339082718 19.27027748594284 19.087233796548844 0.9400000000000001 False False 0.3 0.7 1.5 0.02 8 3 4.014189799781889 2.8826567956573133 2.064967766296383 0.1830436893939975 1.3959814979715126 1.332379784670355 0.9026374338759666 False 0.075 Inputed -19.462805060680587 -19.709503722080978 """""" """""" """"""
-0.009599377890184661 0.16528181841118958 6.068015209357209 18.91076619771563 3957.1015820645025 456.31766771809316 116 73 73 74.90085650002584 59 True True 2021lhy 323.06224166666664 -0.5013638888888889 SNIIn 0.142 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 323.06224166666664 -0.5013638888888889 TNS 2021lhy ZTF21aazgkjf 2021lhy SNIIn 0.142 0.4300581763620883 0.5947502356482133 0.46990372211896414 0.5106241950144614 0.5947502356482133 0.6825601729267099 256.5243854415237 256.5243854415237 -181.62352894149785 -181.62352894149785 59402.410416699946 59339.476956000086 18.750313879661782 19.181072782753393 18.750313879661782 0.6898077699247415 0.5879935698684132 0.3041100896992095 323.062305312287 -0.5014194368415135 0.00041872019971300745 18.77780721571684 19.885311799685955 19.17608970607519 0.32 """""" """""" """""" """""" 0 False True all False False 0 0.5879935698684132 0.3041100896992095 323.062305312287 -0.5014194368415135 0.00041872019971300745 18.77780721571684 19.885311799685955 19.17608970607519 0.32 False False 0.3 0.7 1.5 0.02 8 3 62.93346069986001 0.3041100896992095 0.5879935698684132 0.7092220936107658 0.5171996859885154 0.7042390169325614 0.42577582641340683 False 0.142 Inputed -20.312825651324992 -19.88206674823338 """""" """""" """"""
-0.15794910116197136 0.4032554996339785 -6.126460339832317 18.696838458230886 5443.141138965537 206.1059787084852 35 16 16 29.980682900175452 44 True True 2020agd 10.588524999999999 29.685905555555557 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 10.588524999999999 29.685905555555557 TNS 2020agd ZTF20aafwbcs 2020agd SNIa 0.07 -0.002431381335590288 0.2888987804490952 0.06495193083055639 0.13587742194497565 0.2888987804490952 0.4577681045278368 9.640168592515671 9.640168592515671 20.34051430765978 20.34051430765978 58874.160740700085 58864.143969899975 18.490287502788426 18.490287502788426 18.50258156227713 0.44334460155626876 1.2573574244531127 0.821203838789852 10.588727308689752 29.685760142955502 0.0027555890958296247 19.210330297466516 20.002856944200992 19.529821947214604 0.9349999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.2573574244531127 0.821203838789852 10.588727308689752 29.685760142955502 0.0027555890958296247 19.210330297466516 20.002856944200992 19.529821947214604 0.9349999999999999 False False 0.3 0.7 1.5 0.02 8 3 10.016770800109953 0.821203838789852 1.2573574244531127 0.47303499698638873 0.6531188529363752 1.512569441412566 1.0272403849374747 False 0.07 Inputed -18.992584389313667 -19.00487844880237 """""" """""" """"""
-0.031539804512406996 0.38877094781810967 -9.188701958637619 19.38469816550772 6075.85557124559 259.12393932317764 37 21 21 59.95881940005347 43 True True 2019eve 172.206875 15.672861 TDE 0.064 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 172.206875 15.672861 TNS 2019eve ZTF19aatylnl 2019eve TDE 0.064 -0.13581918893248002 0.06725773643987765 -0.08818701340335267 -0.03850623666605202 0.06725773643987765 0.18199800290614476 30.80090276234464 30.80090276234464 29.15791663770883 29.15791663770883 58618.26885419991 58608.23393520014 18.910860107927693 18.975226283032466 18.910860107927693 2.9498003575335625 0.4172701402417085 0.21515295867843545 172.206839621389 15.6729101072037 0.0003213731730239422 19.332780361195802 20.19954091962576 19.648097355400324 0.285 """""" """""" """""" """""" 0 False True all False False 0 0.4172701402417085 0.21515295867843545 172.206839621389 15.6729101072037 0.0003213731730239422 19.332780361195802 20.19954091962576 19.648097355400324 0.285 False False 0.3 0.7 1.5 0.02 8 3 10.034918999765068 0.21515295867843545 0.4172701402417085 0.5514435642254369 0.5156203090731717 1.224314636593295 0.7372372474726312 False 0.064 Inputed -18.386771775748876 -18.322405600644103 """""" """""" """"""
-0.11690871298199543 0.33018029658897774 -23.182906582185943 19.069825246130854 6209.0435748853915 241.32739845506833 37 15 15 32.836377299856395 42 True True 2021udo 266.11359999999996 58.981075000000004 SNIa 0.1141 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 266.11359999999996 58.981075000000004 TNS 2021udo ZTF21abousji 2021udo SNIa 0.1141 -0.08777366446044255 0.14098573522224456 -0.03432735952353383 0.021560608704621842 0.14098573522224456 0.27116917100545024 -10.830761665899376 -10.830761665899376 43.66713896575577 43.66713896575577 59428.24067129986 59425.36700229999 18.87691227402948 18.87691227402948 19.031858528470817 0.7882074326773018 1.5406408444482103 3.158751454220172 266.112491131218 58.9804091517496 0.001663606921977201 17.198731038217545 18.326005876448157 17.57029918094635 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.8602187005925559 1.212600735177483 266.114249039164 58.9810351153223 0.0033288489354307282 20.061103131849766 22.111477838315963 21.133520302784444 0.9333333333333332 False False 0.3 0.7 1.5 0.02 8 3 2.873668999876827 3.158751454220172 1.5406408444482103 0.7557066955018072 2.050284117549472 -0.550906397581322 -1.4615593475244673 False 0.1141 Inputed -19.544559358499605 -19.699505612940943 """""" """""" """"""
-0.1702103017538065 0.25280398213331523 -4.421286969630123 18.226044931795357 5665.280344043342 100.9831319158377 62 27 27 45.99342600023374 89 True True 2020qcg 282.21084999999994 40.249427777777775 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 282.21084999999994 40.249427777777775 TNS 2020qcg ZTF20abndzyc 2020qcg SNIa 0.07 -0.03705281361810009 0.6078985773580676 0.10041077394211229 0.2529166423148439 0.6078985773580676 1.038678102572561 13.689032572898974 13.689032572898974 32.304393427334766 32.304393427334766 59060.31547449995 59050.28422449995 17.725847706143654 17.725847706143654 17.91057265556471 2.537919914496846 2.0600393980285996 0.6772704558125727 282.2108398094285 40.249239807943496 0.001050606689487421 16.738962047286034 17.721731511130333 17.08024388587952 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.0600393980285996 0.6772704558125727 282.2108398094285 40.249239807943496 0.001050606689487421 16.738962047286034 17.721731511130333 17.08024388587952 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 10.03125 0.6772704558125727 2.0600393980285996 0.6414876252508144 0.32876577819856345 -0.004116195013320834 -0.8303287696851918 False 0.07 Inputed -19.584593296026085 -19.769318245447142 """""" """""" """"""
-0.18338844267857216 0.13595899984499832 -10.334651072427194 16.63363479153754 4546.0865783363715 129.99237314179757 75 40 40 72.98035879991949 42 True True 2019bpc 188.68233291666 46.958861 SNIa 0.024 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 188.68233291666 46.958861 TNS 2019bpc ZTF19aalvaxt 2019bpc SNIa 0.024 0.34927774611853835 0.9665858794027216 0.4866276345954148 0.6348383519061862 0.9665858794027216 1.3505598022012002 16.634271536215532 16.634271536215532 56.34608726370395 56.34608726370395 58562.34995369986 58546.26177080022 16.142874145401624 16.226434991117678 16.142874145401624 10.35395194909305 2.3421630580069976 4.949004468818999 188.680923888777 46.957878660157 0.0012117429466891316 15.637584431129694 17.029578747707603 16.066255812761188 0.99 """""" """""" """""" """""" 0 False True all False False 0 2.3421630580069976 4.949004468818999 188.680923888777 46.957878660157 0.0012117429466891316 15.637584431129694 17.029578747707603 16.066255812761188 0.99 False False 0.3 0.7 1.5 0.02 8 3 16.088182899635285 4.949004468818999 2.3421630580069976 0.9633229349464152 2.113005946319649 0.8031437565899253 -0.07661833264043594 False 0.024 Inputed -19.004121492513438 -18.920560646797384 """""" """""" """"""
-0.17209209340533527 0.19430470361325414 -7.09051810311577 18.64599682957573 5367.445636864507 157.19987028002652 35 22 22 72.85126159992069 63 True True 2019nft 32.151611249999 6.1122095277777 SNIa 0.073 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 32.151611249999 6.1122095277777 TNS 2019nft ZTF19abpbbxx 2019nft SNIa 0.073 0.037962456740622486 0.44453204268284807 0.1298337071058917 0.228006697286272 0.44453204268284807 0.690258571199216 14.405136033211216 14.405136033211216 58.446125566709476 58.446125566709476 58718.43947920017 58706.46388889989 18.118264145867773 18.118264145867773 18.218224941167907 2.3045422972302982 3.3565237574407827 1.9568484636322183 32.15128935897265 6.112648877537825 0.00397524299455132 17.135000545945168 17.94096352671623 17.33876414167762 0.97 """""" """""" """""" """""" 1 False True all False False 0 0.7 1.7809492019446325 32.15210658776555 6.112163070655175 0.007194414097219326 20.88446697864294 21.16116680733681 21.551717634730338 0.3125 False False 0.3 0.7 1.5 0.02 8 3 11.9755903002806 1.9568484636322183 3.3565237574407827 0.6021993850386131 0.5829985440425538 -0.17730061915154138 -0.879460799490289 False 0.073 Inputed -19.36952038532751 -19.469481180627646 """""" """""" """"""
-0.17141384403893695 0.20586131583153594 -8.473251520304522 18.815563826200798 6229.993292649179 81.35994656964601 53 38 38 50.93957179971039 31 True True 2021itd 221.2128333333333 43.316769444444446 SNIa 0.081 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 221.2128333333333 43.316769444444446 TNS 2021itd ZTF18aatjfoe 2021itd SNIa 0.081 -0.0818156955507483 0.7316947781391576 0.08474914059789285 0.274300239843118 0.7316947781391576 1.311783626388415 14.79428236555503 14.79428236555503 36.14528943415536 36.14528943415536 59325.37288190005 59311.32603010023 18.188688245296483 18.188688245296483 18.392781948323453 1.2610338589629269 3.321461086812136 1.4815261386583232 221.2126498162445 43.3171587169783 0.0013925220944928096 15.823892705470325 16.758860820525886 16.149121847901938 0.99 """""" """""" """""" """""" 0 False True all False False 0 3.321461086812136 1.4815261386583232 221.2126498162445 43.3171587169783 0.0013925220944928096 15.823892705470325 16.758860820525886 16.149121847901938 0.99 False False 0.3 0.7 1.5 0.02 8 3 14.046851799823344 1.4815261386583232 3.321461086812136 0.6097389726239477 0.44604651384919847 -1.4298274247705969 -2.243660100421515 False 0.081 Inputed -19.424601410325867 -19.628695113352837 """""" """""" """"""
-0.03272481481329149 0.3210979713627984 -9.451225296800427 18.505017879011813 5992.752764244223 98.34397195499317 27 13 13 55.955219900235534 33 True True 2019nkd 215.21533291666 50.523030999999 SNII 0.04457 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 215.21533291666 50.523030999999 TNS 2019nkd ZTF19abovstj 2019nkd SNII 0.04457 -0.0421392826377982 0.6212791279415057 0.09863436986011465 0.25525395872925216 0.6212791279415057 1.067661451962703 35.26562660517176 35.26562660517176 20.68959329506377 20.68959329506377 58715.159814800136 58705.15695599979 18.14327774386758 18.14327774386758 18.260753393079142 4.748860939165636 2.791517234906672 8.778726586181667 215.218249412241 50.524614811057106 0.007569477904450728 16.939156318636535 17.558549334244727 17.166718920335768 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.791517234906672 8.778726586181667 215.218249412241 50.524614811057106 0.007569477904450728 16.939156318636535 17.558549334244727 17.166718920335768 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 10.002858800347894 8.778726586181667 2.791517234906672 0.39183041390895923 3.1447868121348583 -0.5847284096228513 -1.094034472743374 False 0.04457 Inputed -18.241349635430385 -18.35882528464195 """""" """""" """"""
-0.1614156463712125 0.3783658591167055 -15.697684697670129 18.769494044393554 6306.263309268349 273.9037856910446 28 14 14 25.958715200424194 43 True True 2021iyt 154.68504166666665 0.05539722222222222 SNIbn 0.0712 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 154.68504166666665 0.05539722222222222 TNS 2021iyt ZTF21aatwkkt 2021iyt SNIbn 0.0712 -0.15423367077880812 0.03385171159543532 -0.10997807196220322 -0.06391456891029179 0.03385171159543532 0.13950519509531034 -7.697675652834331 -7.697675652834331 33.65639085325853 33.65639085325853 59316.21150460001 59314.232557899784 18.497544387537268 18.497544387537268 18.83910509702427 5.274785670040055 2.0835870543757444 4.484931574549925 154.68446442436652 0.0542932091028271 0.004823068894946991 17.739859487077 18.275423124389647 17.94404266514063 0.985 """""" """""" """""" """""" 0 False True all False False 0 2.0835870543757444 4.484931574549925 154.68446442436652 0.0542932091028271 0.004823068894946991 17.739859487077 18.275423124389647 17.94404266514063 0.985 False False 0.3 0.7 1.5 0.02 8 3 1.9789467002265155 4.484931574549925 2.0835870543757444 0.3313804592490186 2.1525050105927246 -0.2221212631476206 -0.8950624318836411 False 0.0712 Inputed -18.69355405379916 -19.035114763286163 """""" """""" """"""
-0.22537949381411237 0.17155997181586688 -9.922927746438718 17.137466779603457 5948.897331702672 141.69290890735937 70 40 40 68.84687499981374 53 True True 2020tpu 36.193749999999994 7.370463888888889 SNIa 0.03757 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 36.193749999999994 7.370463888888889 TNS 2020tpu ZTF18abxhsyn 2020tpu SNIa 0.03757 -0.0664351042341238 0.3559736917779084 0.02773631834161705 0.12925067093164344 0.3559736917779084 0.6172850211663743 10.819861529874192 10.819861529874192 58.02701346993954 58.02701346993954 59122.3287037001 59109.40748840012 16.44043533133887 16.44043533133887 16.518626660154155 6.816482778733447 2.1817426113428686 0.1387434557086272 36.1937266161491 7.37043310717156 0.0001703949219064027 14.227174337058067 15.465740283575059 14.636263636760713 0.8 """""" """""" """""" """""" 0 False True all False False 0 2.1817426113428686 0.1387434557086272 36.1937266161491 7.37043310717156 0.0001703949219064027 14.227174337058067 15.465740283575059 14.636263636760713 0.8 False False 0.3 0.7 1.5 0.02 8 3 12.921215299982578 0.1387434557086272 2.1817426113428686 0.8294766468143457 0.06359295316839883 -0.9746950477638094 -1.8823630233934416 False 0.03757 Inputed -19.608805064918972 -19.68699639373426 """""" """""" """"""
-0.07475885603112559 0.4981327574513189 -6.683671839235085 19.385042930129693 3908.2764727186586 138.9483892411822 34 17 17 32.99548610020429 27 True True 2021lei 181.58736666666664 12.670727777777778 SNIc 0.112 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 181.58736666666664 12.670727777777778 TNS 2021lei ZTF21aayonfd 2021lei SNIc 0.112 0.5677873026574645 1.2096349134445497 0.7120215952306808 0.8666566959466167 1.2096349134445497 1.602188228167492 12.597685922187415 12.597685922187415 20.397800178016873 20.397800178016873 59348.19342589984 59338.23388889991 19.1885899617494 19.67274218554963 19.1885899617494 0.861614711647311 0.5599255139204747 0.7799641383345499 181.58722495933898 12.67056096856585 0.0018986817317053761 20.461724739034175 20.782001919528245 20.629116002701522 0.8800000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.5599255139204747 0.7799641383345499 181.58722495933898 12.67056096856585 0.0018986817317053761 20.461724739034175 20.782001919528245 20.629116002701522 0.8800000000000001 False False 0.3 0.7 1.5 0.02 8 3 9.959536999929696 0.7799641383345499 0.5599255139204747 0.15288591682672248 1.392978385416684 1.1092597339786145 1.4405260409521219 False 0.112 Inputed -19.346573667200847 -18.862421443400617 """""" """""" """"""
-0.08592957436053797 0.5582838315341091 -7.016261115290924 19.435447821094403 5733.9104870706215 161.34061938911026 62 33 33 40.98855319991708 50 True True 2019ktb 229.06039583333 29.635070111111 SNII 0.112 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 229.06039583333 29.635070111111 TNS 2019ktb ZTF19abaovea 2019ktb SNII 0.112 -0.053180130263882575 0.3148942079372219 0.030051551541610877 0.11895379216712598 0.3148942079372219 0.5370156285570999 18.87153783245511 18.87153783245511 22.117015367461967 22.117015367461967 58676.29484950006 58657.19037039997 19.13961067523629 19.13961067523629 19.2186336700267 0.5875329326987834 2.3965571529103404 2.537771855874432 229.05960573293999 29.6352292080044 0.0019070641637064512 16.835763664706946 17.723661397299765 17.171808836241958 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.3965571529103404 2.537771855874432 229.05960573293999 29.6352292080044 0.0019070641637064512 16.835763664706946 17.723661397299765 17.171808836241958 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 19.10447910008952 2.537771855874432 2.3965571529103404 0.5518525610578067 1.0589239871841165 -1.4159492779365266 -2.0468248337847434 False 0.112 Inputed -19.316529958923546 -19.395552953713956 """""" """""" """"""
-0.14240845180830985 0.2536543309875793 -23.32254574936989 17.40109122361679 5485.616657828379 201.51322415605222 22 22 22 60.03355329995975 64 True False 2019lrd 58.160120416666 35.775299805555 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 58.160120416666 35.775299805555 TNS 2019lrd ZTF19abfvpkq 2019lrd SNIa 0.05 0.10796872700755245 0.43170507016196424 0.18284110967768186 0.2616520385507428 0.43170507016196424 0.6194246317015697 -13.689811013222126 -13.689811013222126 73.72336431318188 73.72336431318188 58675.45825230004 58675.45825230004 17.282884357055654 17.282884357055654 17.550544080553593 2.0908536624594722 0.6686652857115163 0.2116069035075851 58.16018972 35.77531694 0.004747779409410846 21.690564296102522 23.409731685161592 22.223577526760103 0.6 """""" """""" """""" """""" 0 False True all False False 0 0.6686652857115163 0.2116069035075851 58.16018972 35.77531694 0.004747779409410846 21.690564296102522 23.409731685161592 22.223577526760103 0.6 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.2116069035075851 0.6686652857115163 1.1861541584014894 0.3164616259126081 6.126847328105939 4.67303344620651 False 0.05 Inputed -19.203994550621683 -19.471654274119622 """""" """""" """"""
-0.10664465669925903 0.4177622792045068 -6.346927284928697 17.96738195987363 5857.947686740572 202.02412942233735 12 6 6 22.02731480030343 44 True True 2019wfa 326.25358333333327 9.123830555555555 SNIa 0.0607 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 326.25358333333327 9.123830555555555 TNS 2019wfa ZTF19acxyzcq 2019wfa SNIa 0.0607 -0.09586578679785873 0.18033774360408472 -0.032186611102336116 0.03498121554053668 0.18033774360408472 0.3413546237288152 5.891388835468547 5.891388835468547 16.135925964834883 16.135925964834883 58833.125393500086 58829.071666699834 17.641286647760086 17.641286647760086 17.75562712959458 1.9483669452393946 2.9670900254021206 5.708521923425138 326.25388028965153 9.122272197434736 0.0015806741297486049 15.489469347541332 16.027595733242034 15.750372891619206 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7887143580140157 2.146950460583432 326.253359478435 9.1232766492498 0.006459724739299011 20.31540605846882 20.317207958393098 20.5243580637455 0.8100000000000002 False False 0.3 0.7 1.5 0.02 8 3 4.053726800251752 5.708521923425138 2.9670900254021206 0.2772228416228284 1.923946315936767 -1.6136909145180525 -2.0052542379753735 False 0.0607 Inputed -19.42541027027485 -19.53975075210934 """""" """""" """"""
-0.2229226837661036 0.16013536056855848 -13.006093307701452 18.356854777595174 5227.287367399552 116.69457051330423 34 23 23 50.99906249996275 31 True False 2021gwp 199.01659166666667 -15.503963888888888 SNIa 0.056 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 199.01659166666667 -15.503963888888888 TNS 2021gwp ZTF21aaprfkc 2021gwp SNIa 0.056 0.17408923358335215 0.8039073127657126 0.3119404026850674 0.46228097727530937 0.8039073127657126 1.2066865894836525 11.368410137599396 11.368410137599396 39.63065236236335 39.63065236236335 59307.452129600104 59291.29453699989 17.926385060384142 17.944900586135333 17.926385060384142 2.9505907727251643 0.9213973275793057 0.3168636534300667 199.01653113 -15.5040298 0.0001786805761125887 16.521478390944004 17.360657476711275 16.842668974995615 0.75 """""" """""" """""" """""" 0 False True all False False 0 0.9213973275793057 0.3168636534300667 199.01653113 -15.5040298 0.0001786805761125887 16.521478390944004 17.360657476711275 16.842668974995615 0.75 False False 0.3 0.7 1.5 0.02 8 3 16.1575926002115 0.3168636534300667 0.9213973275793057 0.51798850171566 0.34389469553002794 -0.5842431094240581 -1.0837160853885273 False 0.056 Inputed -19.07729250440646 -19.05877697865527 """""" """""" """"""
-0.12198281265963452 0.3095223318222763 -10.18225430981455 19.007285191674185 5578.246765357215 176.037277812181 22 11 11 32.93827550020069 59 True True 2019lsw 322.86714249999 -6.023888555555 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 322.86714249999 -6.023888555555 TNS 2019lsw ZTF19abhhocz 2019lsw SNIa 0.1 0.002447471319609207 0.3509211375358561 0.08199419147590348 0.1664414623799182 0.3509211375358561 0.5577503185382646 4.3430355752949055 4.3430355752949055 28.595239924905783 28.595239924905783 58690.29942130018 58685.38798609981 18.67022585882314 18.67022585882314 18.729175605714293 1.6536216133404555 2.298140309812667 4.238837962824346 322.8665214046145 -6.022886114298284 0.003571538448548961 17.28820231004 18.54245557333231 17.777389660668373 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.298140309812667 4.238837962824346 322.8665214046145 -6.022886114298284 0.003571538448548961 17.28820231004 18.54245557333231 17.777389660668373 1.0 False False 0.3 0.7 1.5 0.02 8 3 4.911435200367123 4.238837962824346 2.298140309812667 0.765065912663939 1.844464389195573 -0.12777028549082914 -0.9517859450459198 False 0.1 Inputed -19.554566492756635 -19.613516239647787 """""" """""" """"""
-0.054439275539961945 0.4025045351760116 -9.209821053896762 18.06757035799904 6004.940588638899 238.40283484538986 37 27 27 70.8965393002145 38 True True 2020hcr 208.594125 -5.357049999999999 SNIIn 0.051 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 208.594125 -5.357049999999999 TNS 2020hcr ZTF20aavhixe 2020hcr SNIIn 0.051 -0.11765396674950424 0.10829877703363167 -0.06493259594718737 -0.009755447411887275 0.10829877703363167 0.2371922927653074 17.481545067581102 17.481545067581102 53.4149942326334 53.4149942326334 58966.270983799826 58956.29638889991 17.713503126618324 17.713503126618324 17.76468799471293 0.7582528097720825 2.683409908049041 5.717593689006052 208.5935487870335 -5.358530985390056 0.001834512028729196 15.814147985982299 16.4968458959043 16.105290104000566 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.683409908049041 5.717593689006052 208.5935487870335 -5.358530985390056 0.001834512028729196 15.814147985982299 16.4968458959043 16.105290104000566 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.974594899918884 5.717593689006052 2.683409908049041 0.391555791903734 2.130719452088108 -1.2166572307140235 -1.6593978907123628 False 0.051 Inputed -19.033362806385536 -19.08454767448014 """""" """""" """"""
-0.11007577402457103 0.37441005224863605 -6.755824078607807 18.70141442143765 5526.191108733864 173.91815480746652 38 21 21 47.98736110003665 44 True True 2021uhl 334.5878833333333 6.122483333333333 SNIa 0.07521 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 334.5878833333333 6.122483333333333 TNS 2021uhl ZTF21abplgag 2021uhl SNIa 0.07521 -0.010554826054551825 0.3391808387226263 0.06917199021967235 0.15388501181730874 0.3391808387226263 0.5472543322910397 4.15008173197881 4.15008173197881 43.83727936805784 43.83727936805784 59426.36020829994 59424.3790972 18.335290584505035 18.335290584505035 18.459824376137508 1.8215379569235441 2.3481624390584876 3.7791464239650634 334.588072389426 6.121450537886705 0.0016585201450289855 16.37365718043089 16.99239454293251 16.64389298769474 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 2.13584862380936 334.588017775324 6.12306136924924 0.011108411958208886 21.143285974526407 21.582565435743334 21.330493367795945 0.575 False False 0.3 0.7 1.5 0.02 8 3 1.9811110999435186 3.7791464239650634 2.3481624390584876 0.3485015552377675 1.6094058746124646 -1.3428960415725264 -1.8159313884427668 False 0.07521 Inputed -19.19374961984159 -19.318283411474063 """""" """""" """"""
-0.16174427122963883 0.33342351196716685 -6.109157926221373 18.840456466215457 6193.5678084177325 197.62572646305844 13 10 10 25.022974599618465 44 True False 2018jnd 72.356242916666 -13.61662561111 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 72.356242916666 -13.61662561111 TNS 2018jnd ZTF18actacux 2018jnd SNIa 0.09 -0.16412589635369557 0.102388694959469 -0.10287528669726242 -0.03813565458097301 0.102388694959469 0.2586399878240577 6.766692228842328 6.766692228842328 18.256282370776137 18.256282370776137 58462.33557870006 58456.25033560023 18.302449656949594 18.302449656949594 18.51383225700781 0.621296607214306 2.881646712663319 4.617655900191403 72.35508814 -13.61724664 0.005592273070116671 17.441465872335435 17.88940922307968 17.61630769958496 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.881646712663319 4.617655900191403 72.35508814 -13.61724664 0.005592273070116671 17.441465872335435 17.88940922307968 17.61630769958496 1.0 False False 0.3 0.7 1.5 0.02 8 3 6.08524309983477 4.617655900191403 2.881646712663319 0.27310152349472006 1.6024365096176567 -0.41304043386991296 -0.8975245574228481 False 0.09 Inputed -19.536552388171426 -19.74793498822964 """""" """""" """"""
-0.149931825663046 0.4634025354551058 -7.172552041877635 17.06702876313102 5780.301505608508 249.25732444901737 31 12 12 32.04876159969717 51 True True 2021bkm 30.724820833333325 -4.122030555555555 SNIa 0.0435 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 30.724820833333325 -4.122030555555555 TNS 2021bkm ZTF18abrbywo 2021bkm SNIa 0.0435 -0.082386100024884 0.1394660030395407 -0.030437834415273812 0.023804520518151406 0.1394660030395407 0.2652041460167638 13.972287618024072 13.972287618024072 18.0764739816731 18.0764739816731 59248.12875000015 59232.11396990018 16.855704906436074 16.855704906436074 16.947550215665686 1.5205369094934122 1.4057074303177008 0.3987719221133315 30.72489911223035 -4.122109130764395 0.00013835711733511946 15.085184054893254 15.896917666563986 15.357618464763164 0.77 """""" """""" """""" """""" 0 False True all False False 0 1.4057074303177008 0.3987719221133315 30.72489911223035 -4.122109130764395 0.00013835711733511946 15.085184054893254 15.896917666563986 15.357618464763164 0.77 False False 0.3 0.7 1.5 0.02 8 3 16.014780099969357 0.3987719221133315 1.4057074303177008 0.5392992018008229 0.2836805963408801 -0.9587872398720876 -1.5899317509025224 False 0.0435 Inputed -19.501229953421962 -19.593075262651574 """""" """""" """"""
-0.15743085325184747 0.2494795150981292 -6.482847191605961 18.959983899392434 5224.05953098485 110.26466978957926 29 16 16 41.9002777999267 32 True True 2019njw 351.50177749999 -1.221911611111 SNIa 0.0831 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 351.50177749999 -1.221911611111 TNS 2019njw ZTF19ablfcjr 2019njw SNIa 0.0831 0.09612770404630311 0.7356138082255441 0.23476589117482405 0.38689828027010975 0.7356138082255441 1.1511093092510905 14.366658378632973 14.366658378632973 27.533619421293725 27.533619421293725 58707.46326390002 58695.432731499895 18.59214918738826 18.694950784678273 18.59214918738826 1.3914358930979427 1.6776772822357857 1.507381750387809 351.502130656863 -1.222136691104275 0.000539005301769202 16.193856603462695 17.170234715840817 16.563219700088503 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.6776772822357857 1.507381750387809 351.502130656863 -1.222136691104275 0.000539005301769202 16.193856603462695 17.170234715840817 16.563219700088503 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.030532400123775 1.507381750387809 1.6776772822357857 0.6070150157523138 0.8984932718281615 -1.5247160688374564 -2.028929487299756 False 0.0831 Inputed -19.28180606173306 -19.179004464443047 """""" """""" """"""
-0.1505966574689254 0.2219211436410563 -24.97486304539882 16.90094352980609 4254.334702920412 432.23955469306577 21 19 19 69.76872679963708 50 True True 2019vnj 167.25508333333332 -14.636161111111111 SNIa 0.02 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 167.25508333333332 -14.636161111111111 TNS 2019vnj ZTF19aczjyre 2019vnj SNIa 0.02 0.42763431361212056 0.6016930482760756 0.46966870443122133 0.512678120579622 0.6016930482760756 0.6948251811735382 -14.978404994222208 -14.978404994222208 84.74713179385928 84.74713179385928 58835.48077550018 58835.48077550018 16.878085683904686 16.882707721123317 16.878085683904686 15.574317633697438 3.0656036062128287 1.5245896085946233 167.2546810275125 -14.63599427770305 0.0018226502702477498 16.374337426458595 16.99986656480074 16.51562603184462 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.0656036062128287 1.5245896085946233 167.2546810275125 -14.63599427770305 0.0018226502702477498 16.374337426458595 16.99986656480074 16.51562603184462 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 0.0 1.5245896085946233 3.0656036062128287 0.4842405329561217 0.4973211818725852 0.11715884367742291 -0.3624596520600676 False 0.02 Inputed -17.870809084581406 -17.866187047362775 """""" """""" """"""
-0.11041160032327484 0.15171143685634347 -8.463195507747358 18.619008865482176 5941.679047416855 282.7692335420122 19 15 15 68.96306709991768 51 True False 2018ejc 212.93841708333 71.752719 SNII 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 212.93841708333 71.752719 TNS 2018ejc ZTF18abiiqdl 2018ejc SNII 0.03 -0.1153311748303878 0.072824057145219 -0.07095058363813322 -0.024830917524184315 0.072824057145219 0.1780393413502992 26.626015785009006 26.626015785009006 42.33705131490868 42.33705131490868 58334.184456000105 58316.17474539997 17.98159399984715 17.98159399984715 18.141713333255957 0.5792249465146929 2.192211521138203 5.394470507500483 212.93885838 71.75421108 0.0028743360542918817 16.722981884098054 17.202453851103783 16.836825853085518 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.42148407858628795 3.2061186781129134 212.94110098 71.75242421 0.002006920248820432 18.1986562073648 20.4995901222229 19.12112561635971 0.0 False False 0.3 0.7 1.5 0.02 8 3 18.009710600133985 5.394470507500483 2.192211521138203 0.3656279980182653 2.460743616884039 -0.779140148743366 -1.3048874801704393 False 0.03 Inputed -17.49308412036937 -17.65320345377818 """""" """""" """"""
-0.11229199646065519 0.3623011753490436 -18.52422754987152 17.502108421856867 3952.4888258507212 155.24548875169455 14 12 12 22.03866899991408 50 True True 2018kgk 207.40724999999 -6.106160999999 SNIa 0.035 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 207.40724999999 -6.106160999999 TNS 2018kgk ZTF18acutfne 2018kgk SNIa 0.035 0.6872701765218991 1.286514971867902 0.8235815126151849 0.9685794549592828 1.286514971867902 1.645132504386595 -5.4434526730354005 -5.4434526730354005 27.482121672949482 27.482121672949482 58476.52349539986 58472.484143500216 17.59290828735155 17.926951665155677 17.59290828735155 3.011359871189552 4.990050570685598 6.379760126820555 207.4090264349015 -6.106017752233735 0.001111849376246199 14.069084714353085 15.06853995495677 14.422255202101468 1.0 """""" """""" """""" """""" 2 False True all False False 0 0.7 3.254931490722946 207.40774967677 -6.10691640151669 0.025863671666588872 21.403471166472436 21.534475083520412 21.308977326414585 0.16666666666666666 False False 0.3 0.7 1.5 0.02 8 3 4.039351899642497 6.379760126820555 4.990050570685598 0.6462847528553013 1.278496086652689 -2.858411710198908 -3.1706530852500805 False 0.035 Inputed -18.37929640800882 -18.04525303020469 """""" """""" """"""
-0.1863838208471947 0.3321569814443901 -5.748391551252281 18.083442457657245 5799.800952615409 151.15789998395087 41 24 24 28.8802893999964 72 True True 2020aauh 72.97466249999998 13.09961388888889 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 72.97466249999998 13.09961388888889 TNS 2020aauh ZTF20actfoxr 2020aauh SNIa 0.06 -0.07490592573902433 0.3145866165088975 0.012532220245859094 0.10636708350154223 0.3145866165088975 0.5526325401751109 9.259861251901903 9.259861251901903 19.620428148094497 19.620428148094497 59185.42682870012 59176.33189810021 17.49365771781919 17.49365771781919 17.777931334186025 1.1748313220522837 2.320522528664777 8.985483569059891 72.9768244211012 13.09827373372485 0.003607294691042928 16.035644654502867 17.068410207939145 16.348125494918825 0.9800000000000001 """""" """""" """""" """""" 1 False True all False False 0 0.8068333110545765 3.0498876248336586 72.9741846078205 13.1003217615647 0.015021403355572782 20.750959177665713 21.460214433078765 20.882569898872376 0.09999999999999999 False False 0.3 0.7 1.5 0.02 8 3 9.094930599909276 8.985483569059891 2.320522528664777 0.7202847130203196 3.8721811394048897 -0.42524750988004456 -1.4298058392671997 False 0.06 Inputed -19.377569647011775 -19.66184326337861 """""" """""" """"""
-0.04518436192108746 0.33686602762145623 -2.457392097826437 18.019534582542494 4103.319406115583 225.0072449137532 32 7 7 9.059375000186265 73 True True 2021tbx 211.21886666666663 21.633775 SNIIb 0.01650351 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 211.21886666666663 21.633775 TNS 2021tbx ZTF21abjwtrk 2021tbx SNIIb 0.01650351 0.40848898010219514 0.7537615435159637 0.48923584734924574 0.5736107735271112 0.7537615435159637 0.9500333579787998 30.6011656280981 30.6011656280981 -21.541790627911837 -21.541790627911837 59415.18598379986 59406.20810189983 17.895445745440473 18.24408813512729 17.895445745440473 1.4296033508705719 4.208446802652791 2.2024397249556324 211.219469051548 21.63352854871635 0.0005073076728429049 13.848166977733374 14.64489394315958 14.061033132578135 0.975 """""" """""" """""" """""" 0 False True all False False 0 4.208446802652791 2.2024397249556324 211.219469051548 21.63352854871635 0.0005073076728429049 13.848166977733374 14.64489394315958 14.061033132578135 0.975 False False 0.3 0.7 1.5 0.02 8 3 8.977881900034845 2.2024397249556324 4.208446802652791 0.5838608105814451 0.5233379030875064 -3.599194191967708 -3.8344126128623373 False 0.01650351 Inputed -16.43424454400708 -16.085602154320263 """""" """""" """"""
-0.4566718093756842 0.4475660471521093 -14.92385719399061 14.220294928147256 7449.844199488927 195.76127776247958 38 15 15 21.91505780024454 63 True False 2020aavs 76.31651666666666 -7.28545 Varstar 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 76.31651666666666 -7.28545 TNS 2020aavs ZTF20acszhad 2020aavs Varstar 0.0 -0.3159267380500843 -0.08485066976781752 -0.2630496068680479 -0.20700570630825865 -0.08485066976781752 0.0516956735187577 -13.16344381998476 -13.16344381998476 35.078501620229304 35.078501620229304 59176.37246529991 59176.37246529991 15.767644745909221 15.767644745909221 16.080217413091688 32.112239133739365 1.013396912297337 22.125059401032118 76.32246371 -7.28717425 0.2850405093839249 19.927006585502625 21.59969748134613 20.25259483613968 0.99 """""" """""" """""" """""" 6 False True all False False 0 0.7 8.668386634430181 76.31467798 -7.2838779 0.31979555168807106 22.552693618583678 23.64 23.27 0.5 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.0 0.0 0.0 0.0 7.872355254090779 7.189782586908311 True 0.0 Inputed """""" """""" """""" """""" """"""
-0.19067086523977977 0.18472300684042972 -7.410568351495627 17.785553253037975 5392.616731551891 94.78543961261997 69 53 53 43.06766200019047 44 True False 2020uzv 119.28065416666666 70.84933888888888 SNIa 0.046 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 119.28065416666666 70.84933888888888 TNS 2020uzv ZTF20acgnrqu 2020uzv SNIa 0.046 0.07821737011995467 0.8362019518509776 0.2386839613423497 0.41744884047686526 0.8362019518509776 1.3488442489117602 12.367393282970452 12.367393282970452 30.700268717220013 30.700268717220013 59137.38668979984 59126.46638889983 17.325545524910414 17.34095904788152 17.325545524910414 2.7868668942476247 1.8894660041383218 1.6789332810885484 119.27923274 70.84933101 0.00021083145989397867 14.650262380301953 15.595837434327603 14.999166297721862 0.6 """""" """""" """""" """""" 0 False True all False False 0 1.8894660041383218 1.6789332810885484 119.27923274 70.84933101 0.00021083145989397867 14.650262380301953 15.595837434327603 14.999166297721862 0.6 False False 0.3 0.7 1.5 0.02 8 3 10.920300900004804 1.6789332810885484 1.8894660041383218 0.5966711366057407 0.8885755432547275 -1.7451216135539163 -2.3263792271885517 False 0.046 Inputed -19.245874218158722 -19.230460695187617 """""" """""" """"""
-0.031066425726277408 0.3535608424543648 -20.479593106442668 18.64305417118496 5407.425395799091 193.2673274264459 14 6 6 21.969409700017422 51 True True 2020mt 346.98087874999 19.153516694444 SNII 0.03641 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 346.98087874999 19.153516694444 TNS 2020mt ZTF20aaeabyu 2020mt SNII 0.03641 0.11472453861826537 0.4553563439694628 0.1932511286010623 0.27608157592402804 0.4553563439694628 0.6540331063946923 24.957070697961907 24.957070697961907 -2.9876609979444844 -2.9876609979444844 58863.09379629977 58851.12412039982 18.470606231157536 18.490195143727718 18.470606231157536 3.803269426136942 5.470879857856425 6.63182796258035 346.97956940845654 19.154881903698403 0.003911799998663201 15.523484626431465 15.927304016304015 15.678889332962036 1.0 """""" """""" """""" """""" 2 False True all False False 0 0.7 1.1578684537508994 346.980794695897 19.15382836962 0.004675208159872879 20.896355134859085 21.227553375396727 20.96227191789627 0.0 False False 0.3 0.7 1.5 0.02 8 3 11.969675899948925 6.63182796258035 5.470879857856425 0.24841468334197891 1.2122050081316906 -2.5628911274237023 -2.7917168981954994 False 0.03641 Inputed -17.588109556477324 -17.568520643907142 """""" """""" """"""
-0.10011001329014897 0.35046748300928315 -11.046415614111414 18.462169805755238 4950.303957157987 129.87972932255605 12 10 10 39.83570610033348 44 True True 2019xbf 166.99555416666666 0.3818555555555555 SNIa 0.0669 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 166.99555416666666 0.3818555555555555 TNS 2019xbf ZTF19adaiyrd 2019xbf SNIa 0.0669 0.21787146356879816 0.7893345131498748 0.3447513872458927 0.4818634964010222 0.7893345131498748 1.1458884414260417 12.379690507150745 12.379690507150745 27.456015593182737 27.456015593182737 58849.45541669987 58836.50266199978 18.20853844363208 18.400819396454278 18.20853844363208 4.331745750184343 2.935018457312157 4.952074743549677 166.995557619238 0.38323112754057453 0.0016077617354122165 15.695282576744557 16.489154110809565 15.944148136407138 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 2.1166798779283114 166.995715766075 0.382420879846646 0.09676773844756292 24.067620705533027 21.793998823666573 22.6078677346015 0.15 False False 0.3 0.7 1.5 0.02 8 3 12.952754700090736 4.952074743549677 2.935018457312157 0.5450059744024269 1.6872380244193448 -1.9116652856447125 -2.264390307224941 False 0.0669 Inputed -19.186752512782423 -18.994471559960225 """""" """""" """"""
-0.14790645074115022 0.24009512514506776 -13.914769747300898 18.118410600476537 5851.017071573381 146.65453404673988 42 26 26 72.74709489988163 49 True True 2019yb 165.15782916666 30.5126015 SNIa 0.055 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 165.15782916666 30.5126015 TNS 2019yb ZTF19aadolpe 2019yb SNIa 0.055 -0.012006408318576689 0.41185147998755767 0.08297586984190275 0.18502318629266412 0.41185147998755767 0.6717678339179223 15.620471487106991 15.620471487106991 57.12662341277464 57.12662341277464 58522.4183565001 58502.52921300009 17.655821744535203 17.655821744535203 18.1948791858347 1.2031249706764051 1.1368682218506252 2.249994755062179 165.1575471872275 30.51202564607945 0.005408912473235938 19.599670748575925 20.007955135833022 19.81304829713106 0.9700000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.1368682218506252 2.249994755062179 165.1575471872275 30.51202564607945 0.005408912473235938 19.599670748575925 20.007955135833022 19.81304829713106 0.9700000000000001 False False 0.3 0.7 1.5 0.02 8 3 19.889143500011414 2.249994755062179 1.1368682218506252 0.1949068387019608 1.9791165869686955 2.3521333912978193 1.6181691112963605 False 0.055 Inputed -18.76916672085022 -19.308224162149717 """""" """""" """"""
-0.02521739428911298 0.4053602143043819 -26.308991012477144 18.43409868786369 5307.807437995728 202.65365713833918 20 16 16 67.9141899002716 48 True True 2018grp 21.021745833333 -21.0820525 SNII 0.045 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 21.021745833333 -21.0820525 TNS 2018grp ZTF18abxqemv 2018grp SNII 0.045 0.17883961349929223 0.5162773297238452 0.2569877763124424 0.3391720687322106 0.5162773297238452 0.7114836393300621 15.548059480938996 15.548059480938996 52.3661304193326 52.3661304193326 58386.40442130016 58380.35516199982 18.083899684577393 18.20381494741927 18.083899684577393 1.911047131140305 0.8002189827498255 0.404035967777129 21.02164562534325 -21.081990421933753 0.006824848871930689 21.648026728323103 21.870447156471016 21.871885424966216 0.2428571428571429 """""" """""" """""" """""" 0 False True all False False 0 0.8002189827498255 0.404035967777129 21.02164562534325 -21.081990421933753 0.006824848871930689 21.648026728323103 21.870447156471016 21.871885424966216 0.2428571428571429 False False 0.3 0.7 1.5 0.02 8 3 6.049259300343692 0.404035967777129 0.8002189827498255 -0.0014382684951996794 0.5049067523851078 3.6666322090517447 3.787985740388823 False 0.045 Inputed -18.43927575517051 -18.31936049232863 """""" """""" """"""
-0.18696879420186607 0.34612657361772636 -6.637691735820882 18.578124852057865 5841.291374801968 132.69104714857238 21 14 14 30.99546300014481 39 True False 2019hei 212.68586541666 -8.203986388888 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 212.68586541666 -8.203986388888 TNS 2019hei ZTF19aayjsty 2019hei SNIa 0.07 -0.06868492699187456 0.38623735352871336 0.03194685096553229 0.1409716503775229 0.38623735352871336 0.6714816800065506 11.016580326678302 11.016580326678302 19.978882673466508 19.978882673466508 58652.18988429988 58640.21009259997 18.12748583486022 18.12748583486022 18.42358277610627 1.6016073883308273 2.1371063865993425 7.10704196378971 212.68444011 -8.20260536 0.0018548197305471303 15.681300191736222 16.68765834350586 16.022299959886073 0.99 """""" """""" """""" """""" 0 False True all False False 0 2.1371063865993425 7.10704196378971 212.68444011 -8.20260536 0.0018548197305471303 15.681300191736222 16.68765834350586 16.022299959886073 0.99 False False 0.3 0.7 1.5 0.02 8 3 11.979791699908674 7.10704196378971 2.1371063865993425 0.665358383619786 3.3255443006273295 -1.439827491354361 -2.4012828162201956 False 0.07 Inputed -19.071583175484527 -19.367680116730575 """""" """""" """"""
-0.030549000035525697 0.6045625333690967 -8.021464605205075 17.273610744984605 5763.093439730014 104.86424668548622 96 56 56 72.95495369983837 28 True True 2021can 193.87831249999996 30.028 SNII 0.0207 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 193.87831249999996 30.028 TNS 2021can ZTF21aaiaqhh 2021can SNII 0.0207 -0.01635853024112066 0.6097412754941693 0.11796141253280368 0.26635911608407525 0.6097412754941693 1.0234530434609326 14.504274291478051 14.504274291478051 58.450679408360315 58.450679408360315 59258.3822337999 59252.33003470022 16.792304319305803 16.792304319305803 16.993517606596903 26.161946395909236 1.0696795619098485 2.0160808205335603 193.878694121207 30.0284521739005 0.0015732845737597145 18.1943721616897 18.30508715033114 18.18866407971412 0.9850000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.0696795619098485 2.0160808205335603 193.878694121207 30.0284521739005 0.0015732845737597145 18.1943721616897 18.30508715033114 18.18866407971412 0.9850000000000001 False False 0.3 0.7 1.5 0.02 8 3 6.052199099678546 2.0160808205335603 1.0696795619098485 0.11642307061702084 1.8847521186007978 1.512782831025337 1.195146473117216 False 0.0207 Inputed -17.830464530139533 -18.031677817430634 """""" """""" """"""
-0.1902522698039081 0.405155219355744 -3.013079894013323 18.408433754711933 5034.059176143721 184.00897476041246 17 8 8 17.022511600051075 74 True False 2020bxd 139.0314375 -8.968858333333333 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 139.0314375 -8.968858333333333 TNS 2020bxd ZTF20aamcvyp 2020bxd SNIa 0.06 0.08832093542977759 0.44149356255892513 0.16937456519719518 0.2551203090395049 0.44149356255892513 0.6491457881572664 8.742384905542192 8.742384905542192 8.280126694508883 8.280126694508883 58888.25571760023 58881.24913189979 18.238230543359272 18.238230543359272 18.343408919559035 7.332524626377225 1.0409639330079634 0.18229422213407934 139.03148875 -8.96885952 0.00019332671536320678 16.33231910098791 17.415409968948364 16.748066206407547 0.9 """""" """""" """""" """""" 0 False True all False False 0 1.0409639330079634 0.18229422213407934 139.03148875 -8.96885952 0.00019332671536320678 16.33231910098791 17.415409968948364 16.748066206407547 0.9 False False 0.3 0.7 1.5 0.02 8 3 7.006585700437427 0.18229422213407934 1.0409639330079634 0.667343762540817 0.17512059385892748 -0.8228205744109083 -1.5953427131514886 False 0.06 Inputed -18.812092061638765 -18.91727043783853 """""" """""" """"""
-0.12436026568263131 0.35347056321736336 -6.657032985959017 19.866856148018798 5418.19129519078 163.66798746565394 63 26 26 28.903414399828762 59 True True 2020acod 113.48446666666665 16.607288888888892 SNIa 0.152 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 113.48446666666665 16.607288888888892 TNS 2020acod ZTF20acxiyyp 2020acod SNIa 0.152 0.018777983578598167 0.40172101957625017 0.10562402062373266 0.19821083450032262 0.40172101957625017 0.6316754416015833 13.63699118059829 13.63699118059829 15.266423219230472 15.266423219230472 59205.36743059987 59193.43584490009 19.464815865981276 19.464815865981276 19.602881114556883 0.5490494869209533 0.9710070838342232 0.4625188640387378 113.48460046666051 16.607297039124852 0.0033033341342412204 20.19025722664118 21.236356757659912 20.53899246217251 0.8300000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.9710070838342232 0.4625188640387378 113.48460046666051 16.607297039124852 0.0033033341342412204 20.19025722664118 21.236356757659912 20.53899246217251 0.8300000000000001 False False 0.3 0.7 1.5 0.02 8 3 11.9315856997855 0.4625188640387378 0.9710070838342232 0.6973642954874038 0.47632903172280266 1.7715408916786366 0.9361113476156255 False 0.152 Inputed -19.612026546562397 -19.750091795138005 """""" """""" """"""
-0.03944433864003928 0.41543784386355503 -15.361538396058144 19.593462318782635 5245.885256020883 202.42440405688603 21 14 14 57.853229200001806 41 True True 2019obk 338.47535938 -2.16173705435 SLSN-I 0.1656 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 338.47535938 -2.16173705435 TNS 2019obk ZTF19abrbsvm 2019obk SLSN-I 0.1656 0.11509645555365466 0.4388164217634305 0.18999865849590591 0.2688178302446218 0.4388164217634305 0.6263761716267844 44.80791879266057 44.80791879266057 13.045310407341237 13.045310407341237 58737.31996530015 58699.42042820016 19.010100410855763 19.41978775739211 19.010100410855763 1.4239128220286064 0.7130963976142753 0.9441683752031077 338.475277385647 -2.16148791279275 0.009222080122272991 21.95218735986471 22.81410676660061 22.269932918117046 0.49999999999999994 """""" """""" """""" """""" 0 False True all False False 0 0.7130963976142753 0.9441683752031077 338.475277385647 -2.16148791279275 0.009222080122272991 21.95218735986471 22.81410676660061 22.269932918117046 0.49999999999999994 False False 0.3 0.7 1.5 0.02 8 3 37.899537099990994 0.9441683752031077 0.7130963976142753 0.5441738484835632 1.3240403097840674 3.3943190092084983 3.259832507261283 False 0.1656 Inputed -20.39615242114435 -19.986465074608002 """""" """""" """"""
-0.1645226467474332 0.3634894269952508 -5.132447336387896 19.061778552856488 5371.646694420168 72.19554925404805 31 13 13 26.88234949996695 52 True True 2021jkd 232.53184999999996 -0.5652694444444445 SNIa 0.077 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 232.53184999999996 -0.5652694444444445 TNS 2021jkd ZTF21aauajgk 2021jkd SNIa 0.077 0.07362739333332513 1.137042574841189 0.28728555984678295 0.5332263973161595 1.137042574841189 1.92082612346276 10.997867331182642 10.997867331182642 15.884482168784308 15.884482168784308 59324.3775231 59314.39836810017 18.840532933469 18.840532933469 18.88432842262215 0.8001417249091561 1.5701378774677786 4.836969200326505 232.5313569308915 -0.56651931419647 0.0011244430484905754 15.978395639362335 17.147648489360808 16.347658260097504 0.97 """""" """""" """""" """""" 0 False True all False False 0 1.5701378774677786 4.836969200326505 232.5313569308915 -0.56651931419647 0.0011244430484905754 15.978395639362335 17.147648489360808 16.347658260097504 0.97 False False 0.3 0.7 1.5 0.02 8 3 9.979154999833554 4.836969200326505 1.5701378774677786 0.7999902292633045 3.0806015635564883 -1.6928844441081914 -2.536670162524647 False 0.077 Inputed -18.821179530305425 -18.864975019458576 """""" """""" """"""
-0.159471571302192 0.38326520973784295 -4.897148300495601 18.530911556641023 5634.7165588819125 76.88073083355377 10 9 9 32.90605319989845 35 True False 2019czw 225.30407916666 -11.34086061111 SNIa 0.061 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 225.30407916666 -11.34086061111 TNS 2019czw ZTF19aanxufb 2019czw SNIa 0.061 -0.0032665115258367905 0.9254102211523687 0.18530544417009764 0.4009868624253201 0.9254102211523687 1.5974150854689455 12.005145683877458 12.005145683877458 20.900907516020993 20.900907516020993 58584.28887729999 58573.40037039993 18.23675314855159 18.23675314855159 18.288233346023414 7.185686583199688 3.184910253625162 4.828086079559175 225.30371172 -11.34215245 0.001659771738978133 15.632089978837968 16.569939841175078 15.93354508781433 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.184910253625162 4.828086079559175 225.30371172 -11.34215245 0.001659771738978133 15.632089978837968 16.569939841175078 15.93354508781433 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.888506900053471 4.828086079559175 3.184910253625162 0.6363947533607472 1.5159253150269147 -1.6668133073765112 -2.354688258209084 False 0.061 Inputed -18.903659249753396 -18.95513944722522 """""" """""" """"""
-0.18411000080745069 0.07783425514704467 -6.21171754364407 17.92873800213558 5897.037841008345 118.2083540651109 31 18 18 69.8664236003533 68 True True 2019aah 225.37797333333 4.8782890833333 SNII 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 225.37797333333 4.8782890833333 TNS 2019aah ZTF19aadypig 2019aah SNII 0.03 -0.07758893379135756 0.4396043166915895 0.03509221956825925 0.15836812554989876 0.4396043166915895 0.7724124616420731 14.663424085521143 14.663424085521143 55.20299951483216 55.20299951483216 58512.55581020005 58505.54832179984 17.188473604447637 17.188473604447637 17.254682440316955 8.006604797187455 2.698665617679926 2.61549173648605 225.377246351361 4.87834528394077 0.004598390086354209 17.730974699982404 18.28322269537687 17.942831661051514 0.945 """""" """""" """""" """""" 0 False True all False False 0 2.698665617679926 2.61549173648605 225.377246351361 4.87834528394077 0.004598390086354209 17.730974699982404 18.28322269537687 17.942831661051514 0.945 False False 0.3 0.7 1.5 0.02 8 3 7.007488400209695 2.61549173648605 2.698665617679926 0.3403910343253571 0.9691796269056181 1.0947490909292341 0.6881492207345588 False 0.03 Inputed -18.380115013308373 -18.44632384917769 """""" """""" """"""
-0.16852375483803134 0.24285767298870542 -4.854438646056284 19.0472081565351 5798.888894961448 124.39276848676836 42 26 26 55.90680560003966 53 True True 2020pjh 252.48718749999995 25.704563888888888 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 252.48718749999995 25.704563888888888 TNS 2020pjh ZTF19aaphntn 2020pjh SNIa 0.09 -0.0734345365468343 0.41524668269589426 0.03377512005700467 0.15054497828278812 0.41524668269589426 0.7260264087494441 12.606522347483914 12.606522347483914 43.300283252555744 43.300283252555744 59051.31217590021 59042.249317099806 18.54448901841849 18.54448901841849 18.615798701159612 0.9587737828737425 0.7 2.2067309698760704 252.48711429 25.70517331 0.11062773079059862 24.17652753741741 24.18559897556305 22.539422730016707 0.6 """""" """""" """""" """""" 0 False True all False False 0 0.7 2.2067309698760704 252.48711429 25.70517331 0.11062773079059862 24.17652753741741 24.18559897556305 22.539422730016707 0.6 False False 0.3 0.7 1.5 0.02 8 3 9.062858800403774 0.0 0.0 0.0 0.0 5.095510981581512 4.654201298840388 True 0.09 Inputed -19.434585944019624 -19.505895626760747 """""" """""" """"""
-0.1396861816149763 0.3186968678112589 -5.583229684385265 18.24059711478729 5868.074647544053 123.42362794170648 45 28 28 48.978842600248754 55 True True 2020aaxo 345.6102625 1.3066638888888888 SNIa 0.0695761 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 345.6102625 1.3066638888888888 TNS 2020aaxo ZTF20actpatx 2020aaxo SNIa 0.0695761 -0.08062398204706867 0.40968288667724195 0.026809791631244195 0.14391667145784126 0.40968288667724195 0.722141887246341 13.593569996397541 13.593569996397541 35.38527260385121 35.38527260385121 59189.145983799826 59178.155497699976 17.794065519754675 17.794065519754675 17.906923636307948 0.9464048279102861 2.3474247347094006 0.631090401707369 345.610278580192 1.3064893246746752 0.0007752550879319697 16.00658218598604 16.621327870635987 16.26040340892315 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.3474247347094006 0.631090401707369 345.610278580192 1.3064893246746752 0.0007752550879319697 16.00658218598604 16.621327870635987 16.26040340892315 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.990486099850386 0.631090401707369 2.3474247347094006 0.36092446171283754 0.26884372153703784 -1.1727376491186874 -1.6465202273847979 False 0.0695761 Inputed -19.57484600246372 -19.687704119016992 """""" """""" """"""
-0.1609735161083776 0.2879829975598335 -5.694001527719572 18.690555419693915 5632.173739801803 135.72554275109002 28 18 18 41.85403939988464 64 True True 2021dic 154.08239583333332 0.6521416666666667 SNIa 0.079358 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 154.08239583333332 0.6521416666666667 TNS 2021dic ZTF21aalgqsv 2021dic SNIa 0.079358 -0.03173670104244408 0.42463288942778377 0.06958741974792204 0.17910124718285303 0.42463288942778377 0.7090168811129729 13.100358377471618 13.100358377471618 28.753681022413023 28.753681022413023 59273.37690970022 59262.31583329989 18.211184936730074 18.211184936730074 18.350195211348844 0.8717994756003012 2.1961748204604454 0.7460093003143996 154.08243026288199 0.6519373216648534 0.00039987423241572007 15.29650177624464 16.233169329617024 15.643582844656706 0.9850000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.1961748204604454 0.7460093003143996 154.08243026288199 0.6519373216648534 0.00039987423241572007 15.29650177624464 16.233169329617024 15.643582844656706 0.9850000000000001 False False 0.3 0.7 1.5 0.02 8 3 11.061076400335878 0.7460093003143996 2.1961748204604454 0.5895864849603178 0.33968575423243985 -1.9780156071130506 -2.706612366692138 False 0.079358 Inputed -19.421937390427864 -19.560947665046633 """""" """""" """"""
-0.020424429738617883 0.2981037781749022 3.809009732213584 18.112600724405745 4828.30000068421 296.03831948583235 56 19 19 60.75662040011957 41 True True 2018lnb 159.63645791666 48.2752905 SLSN-II 0.222 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 159.63645791666 48.2752905 TNS 2018lnb ZTF19aaadwfi 2018lnb SLSN-II 0.222 0.10654554297081376 0.3195192224559733 0.15703926231137189 0.2093344630861651 0.3195192224559733 0.437492247248791 120.84717891528568 120.84717891528568 -60.09055851516611 -60.09055851516611 58538.282893499825 58480.50285879988 18.190133030386125 18.190133030386125 18.20627858590218 0.26244385056301295 0.8060597270502715 0.21508734630050558 159.636521726343 48.275332524458705 0.01688946904142652 22.88615811116457 24.012439212635755 22.448453215824962 0.4166666666666667 """""" """""" """""" """""" 0 False True all False False 0 0.8060597270502715 0.21508734630050558 159.636521726343 48.275332524458705 0.01688946904142652 22.88615811116457 24.012439212635755 22.448453215824962 0.4166666666666667 False False 0.3 0.7 1.5 0.02 8 3 57.78003469994292 0.21508734630050558 0.8060597270502715 1.5639859968107928 0.26683797624725053 5.82230618224963 4.242174629922783 False 0.222 Inputed -21.856298962074064 -21.872444517590118 """""" """""" """"""
-0.14639799173921292 0.3683245588941069 -4.086017758526489 18.625409311991746 4787.879816192951 106.24745756041223 31 18 18 29.937916700262576 30 True False 2021dkk 136.66895416666665 80.93965277777778 SNIa 0.064 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 136.66895416666665 80.93965277777778 TNS 2021dkk ZTF21aalnhby 2021dkk SNIa 0.064 0.1970529701749264 0.9113443988417522 0.351433953832224 0.5211534184485771 0.9113443988417522 1.378265731665742 12.629160295092728 12.629160295092728 17.30875640516985 17.30875640516985 59273.24019679986 59263.34745369991 18.17519296736434 18.56315578052171 18.17519296736434 0.8497860873751492 1.9087699297863716 1.09011815976362 136.67000477 80.93939916 0.0007673752800209099 16.458011518204213 17.219160146009923 16.800513696241378 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.9087699297863716 1.09011815976362 136.67000477 80.93939916 0.0007673752800209099 16.458011518204213 17.219160146009923 16.800513696241378 0.99 False False 0.3 0.7 1.5 0.02 8 3 9.892743099946529 1.09011815976362 1.9087699297863716 0.4186464497685449 0.5711102960877141 -1.3439956345117885 -1.374679271122961 False 0.064 Inputed -19.12243891631223 -18.734476103154858 """""" """""" """"""
-0.12843427416470554 0.3948618831265057 -9.22955078888049 18.90482867582215 6137.363931028033 192.17796271591408 9 8 8 17.972129699774086 59 True False 2018khd 128.03821041666 -10.49121588888 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 128.03821041666 -10.49121588888 TNS 2018khd ZTF18acxwtyx 2018khd SNIa 0.09 -0.13280294382082047 0.149986751673449 -0.06792320898716753 0.0007288634326165777 0.149986751673449 0.316290208401508 0.9948492133199114 0.9948492133199114 16.977280486454177 16.977280486454177 58472.46284720022 58469.4734259001 18.55849396654782 18.55849396654782 18.750376668546036 5.334716633366083 2.084575705992894 5.556039312057038 128.03939023 -10.490198 0.010581507080399843 18.445228295481204 19.154379629421236 18.64266686427593 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.6778594611502412 5.51485431860564 128.0366731 -10.49096741 0.13149103343442503 22.376296973240375 23.84392214074135 23.44462478339672 0.025 False False 0.3 0.7 1.5 0.02 8 3 2.989421300124377 5.556039312057038 2.084575705992894 0.5117127651453046 2.6653094421488848 0.5958856628734139 -0.10770980427010457 False 0.09 Inputed -19.3000079766332 -19.491890678631414 """""" """""" """"""
-0.10617860900708986 0.41037493817291004 -9.647984543923553 19.471864061247967 6158.587063508653 223.04758207880639 69 21 21 16.00809030001983 34 True False 2020acbc 64.17187916666666 -24.834947222222223 SNIa 0.13 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 64.17187916666666 -24.834947222222223 TNS 2020acbc ZTF20acwilfu 2020acbc SNIa 0.13 -0.14272062696931087 0.09499570353432318 -0.08754146866010615 -0.02959625066081628 0.09499570353432318 0.23188479369015624 12.781995788915498 12.781995788915498 3.226094511104332 3.226094511104332 59203.30207179999 59189.2606366002 18.899149208271815 18.899149208271815 19.22509979156793 0.49263424790237365 2.0069313647423552 23.974286887505258 64.1678146 -24.82940265 0.018476644140754228 15.887117471766471 16.96952541077137 16.30890038267374 0.95 """""" """""" """""" """""" 4 False True all False False 0 1.3884793851254869 17.947873467905715 64.16896209 -24.83072266 0.07677752676055583 18.568924162387848 19.34793764462471 18.04650936062336 0.9500000000000001 False False 0.3 0.7 1.5 0.02 8 3 14.041435199789703 23.974286887505258 2.0069313647423552 0.6606250280976305 11.945743291815571 -1.9296237975004438 -2.9161994088941903 False 0.13 Inputed -19.641383464254464 -19.96733404755058 """""" """""" """"""
-0.2077165086667322 0.13266727127206324 -10.596472150653621 17.616018497777535 5781.58570453155 96.28172645302884 63 36 36 73.84943290008232 37 True True 2020wob 348.4046666666666 4.148938888888889 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 348.4046666666666 4.148938888888889 TNS 2020wob ZTF20acizliy 2020wob SNIa 0.04 0.024938643650429526 0.7409575381813518 0.17667554456742351 0.3456188336599837 0.7409575381813518 1.224117280644947 16.068713967297775 16.068713967297775 57.780718932784545 57.780718932784545 59153.191076400224 59136.25025459984 16.919930015820967 16.919930015820967 17.028422445407532 6.461425289064785 3.2090280669738664 2.6345425901422033 348.40531143120154 4.149288190519474 0.001305785970846074 15.688785483754874 16.67617913508415 16.052682512733938 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.2090280669738664 2.6345425901422033 348.40531143120154 4.149288190519474 0.001305785970846074 15.688785483754874 16.67617913508415 16.052682512733938 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 16.940821800380945 2.6345425901422033 3.2090280669738664 0.6234966223502134 0.8209783570470898 -0.2437508807368154 -0.9757399326735943 False 0.04 Inputed -19.236382442073886 -19.34487487166045 """""" """""" """"""
-0.00943872856945988 0.34261625829407927 -10.763438123773337 18.24163605661385 5450.811799851479 137.7591164951392 35 21 21 70.89828700013459 36 True True 2020buc 152.1302833333333 9.239772222222221 SNII 0.0348 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 152.1302833333333 9.239772222222221 TNS 2020buc ZTF18aaaibml 2020buc SNII 0.0348 0.06278864503626735 0.5441817909956725 0.1700881799218763 0.2857631038614912 0.5441817909956725 0.8422516289382784 113.74818945554625 113.74818945554625 -42.849902455411666 -42.849902455411666 58894.314699099865 58883.28702550009 18.14762712295586 18.14762712295586 18.174587318726363 2.2534911516756475 1.428494692793884 0.7263769731298301 152.13015195027998 9.239617641483214 0.0003590151177869094 16.241666952704193 16.624992141394614 16.391106388733387 0.74 """""" """""" """""" """""" 0 False True all False False 0 1.428494692793884 0.7263769731298301 152.13015195027998 9.239617641483214 0.0003590151177869094 16.241666952704193 16.624992141394614 16.391106388733387 0.74 False False 0.3 0.7 1.5 0.02 8 3 11.02767359977588 0.7263769731298301 1.428494692793884 0.23388575266122658 0.5084911948179273 -1.5226349815612465 -1.783480929992976 False 0.0348 Inputed -17.785067075465875 -17.812027271236378 """""" """""" """"""
-0.2031259952191252 0.20240303768655704 -10.588921731460305 18.014724156105977 4944.368550452757 117.2832489384244 47 36 36 60.90449080010876 43 True True 2021dit 217.84169166666666 55.76324722222222 SNIa 0.041585 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 217.84169166666666 55.76324722222222 TNS 2021dit ZTF21aalnyny 2021dit SNIa 0.041585 0.22809632101519028 0.8758960715036253 0.3701255961627581 0.5248464563853084 0.8758960715036253 1.2890961414110578 13.307722123150661 13.307722123150661 47.5967686769581 47.5967686769581 59280.43489579996 59264.40280089993 17.587198336173202 17.664775172174153 17.587198336173202 2.6974839839959106 1.91974199667298 2.5481581778307514 217.84225776470402 55.763879341227494 0.0020082403516478164 17.332681194941998 18.30509884675622 17.673971330792902 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.91974199667298 2.5481581778307514 217.84225776470402 55.763879341227494 0.0020082403516478164 17.332681194941998 18.30509884675622 17.673971330792902 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.032094900030643 2.5481581778307514 1.91974199667298 0.6311275159633176 1.3273440817812245 0.6403236745820671 0.08677299461970023 False 0.041585 Inputed -18.762820345846393 -18.685243509845442 """""" """""" """"""
-0.11424181896582128 0.40033439753710875 -9.324026869551805 19.096751461766548 6041.033363474129 78.52485218877362 72 45 45 33.967754600103945 40 True True 2021fqp 175.33485 3.549497222222222 SNIa 0.1035 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 175.33485 3.549497222222222 TNS 2021fqp ZTF21aapqzxr 2021fqp SNIa 0.1035 -0.02283853544627945 0.8680222608984032 0.15870535082283865 0.3658916986676317 0.8680222608984032 1.5087235118606728 5.705023628684495 5.705023628684495 28.26273097141945 28.26273097141945 59298.30533559993 59291.28959489986 18.658287686060817 18.67584428164209 18.658287686060817 0.9457713574829834 1.2067921160817339 4.959352672571068 175.3350163300645 3.550864780829245 0.0027758461670926993 17.286094850088357 18.465024487754107 17.70314926025629 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.2067921160817339 4.959352672571068 175.3350163300645 3.550864780829245 0.0027758461670926993 17.286094850088357 18.465024487754107 17.70314926025629 1.0 False False 0.3 0.7 1.5 0.02 8 3 7.01574070006609 4.959352672571068 1.2067921160817339 0.7618752274978178 4.109533536458056 -0.2108197938879819 -0.9551384258045275 False 0.1035 Inputed -19.701728202692234 -19.68417160711096 """""" """""" """"""
-0.15980385550095896 0.15738976392956136 -15.02438009141424 18.16764312747719 4766.638801595672 134.71457833904313 39 35 35 73.9163194000721 41 True True 2021sju 16.231516666666664 13.092336111111111 SNIa 0.057 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 16.231516666666664 13.092336111111111 TNS 2021sju ZTF21abicgai 2021sju SNIa 0.057 0.32311682470323433 0.9067271034460944 0.45345686541413954 0.5937690518994962 0.9067271034460944 1.2672937301417946 14.566612128303625 14.566612128303625 59.34970727176847 59.34970727176847 59409.46541670011 59391.44504630007 17.671909123917867 17.74406903388575 17.671909123917867 4.41437101991638 3.203407178247388 0.8828494677995452 16.2315038674355 13.09258103000265 0.001949897571424164 16.401702366216185 17.48354518208027 16.750305461187363 0.9850000000000001 """""" """""" """""" """""" 0 False True all False False 0 3.203407178247388 0.8828494677995452 16.2315038674355 13.09258103000265 0.001949897571424164 16.401702366216185 17.48354518208027 16.750305461187363 0.9850000000000001 False False 0.3 0.7 1.5 0.02 8 3 18.020370400045067 0.8828494677995452 3.203407178247388 0.7332397208929073 0.27559701863518954 -0.26052385180548043 -0.9216036627305044 False 0.057 Inputed -19.37070629403279 -19.298546384064906 """""" """""" """"""
-0.19155787663095192 0.23029223971505142 -4.764772587891203 12.92012309068329 4177.981113863525 460.48122263014153 116 41 41 74.86359950015321 294 True True 2021J 186.61254583333331 31.222375 SNIa 0.002388 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 186.61254583333331 31.222375 TNS 2021J ZTF21aaabvit 2021J SNIa 0.002388 0.3757324789726546 0.5339926697421422 0.4140248720423738 0.4531562006936838 0.5339926697421422 0.6183588644941143 16.883003886683962 16.883003886683962 57.98059561346925 57.98059561346925 59229.47111110017 59215.48893520003 12.463820829232786 12.463820829232786 12.51544845852911 172.87050872365032 11.625692085580132 38.3632894815097 186.6148121138695 31.2328537770227 0.0014375902691597942 10.902483790931703 11.953804612033368 11.289097494922876 0.97 """""" """""" """""" """""" 129 True True all False False 0 0.7 1.0993991578601445 186.61290121 31.22234493 0.019073194360533674 22.81 23.64 23.27 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.98217590013519 38.3632894815097 11.625692085580132 0.6647071171104919 3.299871457037247 -0.5100162171994178 -1.2263509636062349 False 0.002388 Inputed -17.60854522179238 -17.660172851088703 """""" """""" """"""
-0.07398541051384233 0.44898578546112533 -10.998853262608776 19.368469651810592 6252.952653654822 229.76966959672566 26 20 20 57.96893509989604 49 True True 2019avv 236.17299333333 51.149506805555 SLSN-II 0.2207 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 236.17299333333 51.149506805555 TNS 2019avv ZTF19aailsyx 2019avv SLSN-II 0.2207 -0.1553643935003528 0.07211713154275046 -0.1024583792137932 -0.04697060827008315 0.07211713154275046 0.20265193958229588 15.857379311834494 15.857379311834494 42.11155578806155 42.11155578806155 58538.53936340008 58522.50640049996 18.960898488668548 18.960898488668548 19.235653027494607 0.6412513438400259 0.9286709410531703 1.0575139259091257 236.17334088864402 51.149703680246745 0.018593303753021262 22.294770164114535 23.142102630774378 22.453325303288103 0.43333333333333335 """""" """""" """""" """""" 0 False True all False False 0 0.9286709410531703 1.0575139259091257 236.17334088864402 51.149703680246745 0.018593303753021262 22.294770164114535 23.142102630774378 22.453325303288103 0.43333333333333335 False False 0.3 0.7 1.5 0.02 8 3 16.032962900120765 1.0575139259091257 0.9286709410531703 0.6887773274862745 1.1387391153962882 4.18120414210583 3.217672275793497 False 0.2207 Inputed -20.813747493989545 -21.088502032815605 """""" """""" """"""
-0.16041217623604723 0.24327110386696668 -11.749253108522902 18.854597646673028 5920.746419166176 230.04533564061705 80 50 50 74.84293980011716 47 True True 2020rer 30.667958333333324 1.5707027777777778 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 30.667958333333324 1.5707027777777778 TNS 2020rer ZTF20abrnvwf 2020rer SNIa 0.08 -0.08454880408942955 0.1571480737293669 -0.028263611347828288 0.030718357262028206 0.1571480737293669 0.29551500706190126 12.076617079495593 12.076617079495593 62.766322720621574 62.766322720621574 59082.45697919978 59067.44327550009 18.28067146771785 18.28067146771785 18.375447666435562 1.8186275520176884 0.4850279216237452 0.8436987448555328 30.668168245256147 1.57080715718163 0.0026917027018055206 21.078673510777953 21.613477612104415 21.415560176558493 0.61875 """""" """""" """""" """""" 0 False True all False False 0 0.4850279216237452 0.8436987448555328 30.668168245256147 1.57080715718163 0.0026917027018055206 21.078673510777953 21.613477612104415 21.415560176558493 0.61875 False False 0.3 0.7 1.5 0.02 8 3 15.013703699689358 0.8436987448555328 0.4850279216237452 0.19791743554592145 1.7394848981705064 3.3328061443865664 3.040112510122931 False 0.08 Inputed -19.414486355635816 -19.50926255435353 """""" """""" """"""
-0.10845818298045767 0.33675940151828615 -18.78078132471714 17.818318785905173 4882.594577110369 202.06143318439428 43 34 34 47.93872690014541 46 True False 2019vts 98.76422916666665 50.43478888888889 SNIIn 0.0395 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 98.76422916666665 50.43478888888889 TNS 2019vts ZTF19acxmnkc 2019vts SNIIn 0.0395 0.252576841098751 0.6073004712801193 0.3347809700247808 0.42119291657937197 0.6073004712801193 0.8122995830881834 -8.745701298656437 -8.745701298656437 56.68442819880185 56.68442819880185 58827.275937499944 58827.275937499944 17.814690097545657 17.867524395355353 17.814690097545657 0.8209204055761369 2.253302150185436 1.8496570765961118 98.76467368 50.43521763 0.006182166968307423 18.668956361341476 19.053948839473723 19.113259400987626 0.9499999999999998 """""" """""" """""" """""" 0 False True all False False 0 2.253302150185436 1.8496570765961118 98.76467368 50.43521763 0.006182166968307423 18.668956361341476 19.053948839473723 19.113259400987626 0.9499999999999998 False False 0.3 0.7 1.5 0.02 8 3 0.0 1.8496570765961118 2.253302150185436 -0.05931056151390379 0.8208650919025192 1.1864244441183693 1.298569303441969 False 0.0395 Inputed -18.422537734218622 -18.369703436408926 """""" """""" """"""
-0.033729152500351814 0.5288930684494684 -28.908915758309007 18.076399902499944 5498.26494553181 173.41007918527566 34 30 30 74.92969909962267 53 True True 2020vi 246.95700624999 38.392187972222 SNII 0.0335 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 246.95700624999 38.392187972222 TNS 2020vi ZTF20aafclqz 2020vi SNII 0.0335 0.18136159951226105 0.5832028210358331 0.2732357648909378 0.3706645122189265 0.5832028210358331 0.8211508197700788 -10.024094783724362 -10.024094783724362 84.95379388334703 84.95379388334703 58861.5152083002 58861.5152083002 18.014536649585168 18.014536649585168 18.144967656069788 1.8588209022052415 1.7381891249810193 0.9332566961882972 246.9571108570545 38.39243390350635 0.001479314098951412 17.58025701310128 17.837783107374904 17.698632292539777 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.7381891249810193 0.9332566961882972 246.9571108570545 38.39243390350635 0.001479314098951412 17.58025701310128 17.837783107374904 17.698632292539777 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.9332566961882972 1.7381891249810193 0.13915081483512637 0.5369132062648754 -0.17675354221026396 -0.4463353635300109 False 0.0335 Inputed -17.731322327075194 -17.861753333559815 """""" """""" """"""
-0.046669151135068726 0.3542501726452707 -17.285598437057654 18.922022566200408 5956.568895186258 161.579625678835 43 20 20 35.00907409982756 78 True True 2020ytg 312.04164999999995 -1.2111444444444444 SNII 0.056 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 312.04164999999995 -1.2111444444444444 TNS 2020ytg ZTF20acoplqe 2020ytg SNII 0.056 -0.01974674368002738 0.357550764427252 0.0656445371556913 0.1568016918472317 0.357550764427252 0.584909947837879 30.926198624374628 30.926198624374628 4.08287547545293 4.08287547545293 59181.08113430021 59155.10569440015 18.5262797306397 18.66842102988823 18.5262797306397 0.9786792594412274 3.4017227674854245 5.515041472896744 312.040339364125 -1.21193810093611 0.0015773371675088521 15.324355181019307 16.304304996590613 15.681715852930546 0.97 """""" """""" """""" """""" 0 False True all False False 0 3.4017227674854245 5.515041472896744 312.040339364125 -1.21193810093611 0.0015773371675088521 15.324355181019307 16.304304996590613 15.681715852930546 0.97 False False 0.3 0.7 1.5 0.02 8 3 25.975439900066704 5.515041472896744 3.4017227674854245 0.6225891436600666 1.6212495402655926 -2.3641160332976163 -2.844563877709154 False 0.056 Inputed -18.477397834150903 -18.335256534902374 """""" """""" """"""
-0.09859459453629371 0.3036560172167583 -14.364043608035193 18.358807304372366 6059.883325985935 115.53572594927705 24 17 17 70.98427080037072 59 True True 2018gjv 17.042587916666 0.195146 SNII 0.051 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 17.042587916666 0.195146 TNS 2018gjv ZTF18abvzdvj 2018gjv SNII 0.051 -0.019545445801579575 0.5367770977908961 0.10148710618148371 0.23401668727695224 0.5367770977908961 0.8957701436671535 18.733832692124746 18.733832692124746 52.25043810824597 52.25043810824597 58397.34082179982 58376.33143519983 18.01486844925371 18.01486844925371 18.043195230555828 1.8565697576579971 1.7288442308537186 1.0909576205250413 17.042746893716 0.1954039963679035 0.003302535438259868 18.619267915717366 19.13697688992739 18.82074289230585 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.7288442308537186 1.0909576205250413 17.042746893716 0.1954039963679035 0.003302535438259868 18.619267915717366 19.13697688992739 18.82074289230585 0.99 False False 0.3 0.7 1.5 0.02 8 3 21.009386599995196 1.0909576205250413 1.7288442308537186 0.3162339976215378 0.6310329184407301 1.1221084406736779 0.7775476617500239 False 0.051 Inputed -18.754855570542638 -18.783182351844754 """""" """""" """"""
-0.16921397454196985 0.23180216235667012 -9.509907095541912 18.685752467245152 5265.938183218471 255.33808020004847 57 54 54 69.79451389983296 41 True True 2018ide 124.35108833333 48.065527444444 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 124.35108833333 48.065527444444 TNS 2018ide ZTF18accnbgw 2018ide SNIa 0.07 0.05373934506841849 0.29420292205264076 0.11023637776763451 0.16909757438829232 0.29420292205264076 0.4296576077564218 14.087149420504922 14.087149420504922 55.70736447932804 55.70736447932804 58440.42201389978 58425.4641435002 18.089923474611783 18.089923474611783 18.235045454695193 2.031159804882873 1.6803871264501085 1.1700292733213002 124.3507383877685 48.065753141644 0.0036168672926258916 18.788290374268293 19.41071403836012 19.048208688304424 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.6803871264501085 1.1700292733213002 124.3507383877685 48.065753141644 0.0036168672926258916 18.788290374268293 19.41071403836012 19.048208688304424 0.975 False False 0.3 0.7 1.5 0.02 8 3 14.957870399579406 1.1700292733213002 1.6803871264501085 0.3625053500556952 0.6962855492668755 1.3207905637483357 0.8131632336092309 False 0.07 Inputed -19.260120496895603 -19.405242476979012 """""" """""" """"""
-0.2127916784939787 0.18715147511990957 -8.263850992270532 18.379505677049387 5175.214180408582 144.1123481226018 42 29 29 63.89668979961425 59 True True 2019dkx 223.12536333333 37.062095777777 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 223.12536333333 37.062095777777 TNS 2019dkx ZTF19aapszzy 2019dkx SNIa 0.07 0.10775536673552821 0.5794643587337092 0.21352238901832976 0.3271076371264172 0.5794643587337092 0.8685710515186678 12.70788067361146 12.70788067361146 51.188809126002795 51.188809126002795 58596.44348380016 58583.34723380022 17.823220822545615 17.823220822545615 17.91368223762059 2.384306051881143 1.8944085501365304 8.683159251733292 223.12276208156902 37.0608674194455 0.0008826221354750752 14.35303115186125 15.328040918179155 14.689909522945285 0.35 """""" """""" """""" """""" 0 False True all False False 0 1.8944085501365304 8.683159251733292 223.12276208156902 37.0608674194455 0.0008826221354750752 14.35303115186125 15.328040918179155 14.689909522945285 0.35 False False 0.3 0.7 1.5 0.02 8 3 13.09624999994412 8.683159251733292 1.8944085501365304 0.6381313952338701 4.583572667631539 -2.4951799043664593 -3.223772714675306 False 0.07 Inputed -19.581483713970204 -19.67194512904518 """""" """""" """"""
-0.13825295967430787 0.19605366102354474 -4.870698606943035 18.594634415007796 5303.869660420272 108.53329691454067 61 41 41 70.95579860033467 46 True True 2020acvf 121.6820833333333 53.15645277777778 SNIa 0.086093 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 121.6820833333333 53.15645277777778 TNS 2020acvf ZTF20acwxbyr 2020acvf SNIa 0.086093 0.0543834458893393 0.6873000652119003 0.1911398996265241 0.34153318550796286 0.6873000652119003 1.1007372884297766 18.871325016040764 18.871325016040764 52.08447358429391 52.08447358429391 59206.388680600096 59194.43206019979 18.11367275378775 18.11367275378775 18.209313614945277 2.900511131473728 1.6709153386444955 20.89949139501912 121.68976167586649 53.1599891753301 0.019888415041081187 16.34939076670289 17.454816158015728 16.72641558002949 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 16.491238496148803 121.677295640546 53.1528831624293 0.999999999988974 26.387530260236264 23.949587554979324 23.881297614345552 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.956620400305837 20.89949139501912 1.6709153386444955 0.728400577986239 12.507809888185903 -0.658856595772022 -1.482898034915788 False 0.086093 Inputed -19.742880257858978 -19.838521119016505 """""" """""" """"""
-0.18888955523786147 0.2226480956631156 -5.663373027817885 18.807790681417845 6170.8401120786275 104.75636425451331 54 33 33 48.96809029998258 46 True True 2021qdk 239.22608333333332 17.309297222222224 SNIa 0.088 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 239.22608333333332 17.309297222222224 TNS 2021qdk ZTF21abgmyzw 2021qdk SNIa 0.088 -0.13207986883411849 0.4388477094986527 -0.010096404188889352 0.1250348799700376 0.4388477094986527 0.8183368183910851 14.289943107275082 14.289943107275082 34.6781471927075 34.6781471927075 59390.227361099795 59378.22664349992 18.180479981667965 18.180479981667965 18.349220878559862 0.9851961464823342 0.7989038137826477 1.3910394944692726 239.22599404913802 17.30967410268415 0.0038019051456832376 20.21926362334013 20.673015664296152 20.432951040644646 0.805 """""" """""" """""" """""" 0 False True all False False 0 0.7989038137826477 1.3910394944692726 239.22599404913802 17.30967410268415 0.0038019051456832376 20.21926362334013 20.673015664296152 20.432951040644646 0.805 False False 0.3 0.7 1.5 0.02 8 3 12.000717599876225 1.3910394944692726 0.7989038137826477 0.24006462365150583 1.7411851971052463 2.492535682628187 2.083730162084784 False 0.088 Inputed -19.651436492214362 -19.82017738910626 """""" """""" """"""
-0.20408167667303292 0.14023735873816037 -14.413240331691494 18.002284828802374 5328.611649239525 117.54714036063864 26 17 17 59.990891200024635 44 True False 2019ava 113.24533291666 58.2789 SNIa 0.04092 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 113.24533291666 58.2789 TNS 2019ava ZTF19aahulyd 2019ava SNIa 0.04092 0.1617742981457191 0.7812573492770412 0.2974604339465756 0.4453740210071686 0.7812573492770412 1.1769036417611396 13.222282766536187 13.222282766536187 46.768608433488446 46.768608433488446 58540.23126159981 58522.22138890019 17.493160774800753 17.57805178380925 17.493160774800753 3.0978439794455155 3.672614202759877 6.974775163012592 113.24563791 58.28083079 0.0013960711615096377 14.78073889553547 15.362054140424728 14.892399930286407 1.0 """""" """""" """""" """""" 3 False True all False False 0 0.7 2.0379735500220293 113.24494814 58.27942872 0.014491687075641302 21.580564914655685 18.552985108423233 19.932869058465958 0.5 False False 0.3 0.7 1.5 0.02 8 3 18.009872699622065 6.974775163012592 3.672614202759877 0.4696542101383212 1.8991309127354634 -2.2159976433845223 -2.6007608445143457 False 0.04092 Inputed -18.821504573937055 -18.736613564928557 """""" """""" """"""
-0.20075458764278192 0.1771816750889433 -10.220410913934568 17.66606436251343 5506.030928095832 112.54015371757495 44 31 31 66.88631939981133 142 True True 2021feu 272.4788208333333 11.301525000000002 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 272.4788208333333 11.301525000000002 TNS 2021feu ZTF21aaoqcnh 2021feu SNIa 0.04 0.0664979785524622 0.6779047645211769 0.1993344906680008 0.3449048225709035 0.6779047645211769 1.0736043599950449 13.41843544616176 13.41843544616176 53.46788395364957 53.46788395364957 59291.50321759982 59276.48474540003 17.090578525624075 17.090578525624075 17.19776729113308 3.8370955293669358 1.4522762712014552 0.6538178187205599 272.478731090163 11.301683870607 0.0013834200968295685 17.9915436673069 18.35259192686081 18.148891084837913 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.4522762712014552 0.6538178187205599 272.478731090163 11.301683870607 0.0013834200968295685 17.9915436673069 18.35259192686081 18.148891084837913 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.018472199793905 0.6538178187205599 1.4522762712014552 0.20370084202289718 0.4502020942473034 1.2620134012367359 0.9511237937048342 False 0.04 Inputed -19.06703759634834 -19.174226361857343 """""" """""" """"""
-0.0055561064969928894 0.12637037181814859 -13.143051208021483 18.448795166830532 3959.5188081132155 236.78967457750943 137 107 107 74.95640050014481 74 True True 2021hkf 176.0969583333333 8.178180555555555 SNII 0.02 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 176.0969583333333 8.178180555555555 TNS 2021hkf ZTF21aaqyuun 2021hkf SNII 0.02 0.5569398503863816 0.9101197109636452 0.6398924489790154 0.7263269665654555 0.9101197109636452 1.1093256497846085 415.19594789172254 415.19594789172254 -340.23954739157773 -340.23954739157773 59358.29460649984 59302.2555670999 18.268548153257303 18.333692625771615 18.268548153257303 1.1197948638296507 6.346949316409159 17.894778199567128 176.0927667769055 8.175442886699695 0.005340679231807144 14.51475825559497 16.338087835761307 14.68162009325266 1.0 """""" """""" """""" """""" 9 True True all False False 0 0.7 0.5432916477773159 176.096818829048 8.178241444897186 0.004127390857335156 21.233256578284504 20.925623845000267 21.056056405689716 0.31999999999999995 False False 0.3 0.7 1.5 0.02 8 3 56.03903939994052 17.894778199567128 6.346949316409159 1.6564677425086476 2.8194298248613165 -1.995604790010308 -3.5869280600046434 False 0.02 Inputed -16.48034661522879 -16.415202142714477 """""" """""" """"""
-0.19063148742851824 0.21614619410916752 -8.434870153585331 17.998092512377298 5565.266408887039 122.81196377173649 125 95 95 71.92298609996215 53 True False 2019mbi 247.55819291666 66.633825444444 SNIa 0.0515 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 247.55819291666 66.633825444444 TNS 2019mbi ZTF19abjibet 2019mbi SNIa 0.0515 0.020463650217976692 0.5539693189686687 0.13761107462945077 0.2651257315218096 0.5539693189686687 0.8929196163995172 13.607022959454001 13.607022959454001 58.315963140508146 58.315963140508146 58707.22253469983 58693.21604169998 17.42711524321225 17.42711524321225 17.579465805893108 3.9383713459741987 2.462747259327199 2.5646116577509517 247.55669803 66.63343049 0.001460077254831993 16.421789229494333 17.301970112252235 16.79682146759033 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.462747259327199 2.5646116577509517 247.55669803 66.63343049 0.001460077254831993 16.421789229494333 17.301970112252235 16.79682146759033 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.006492999847978 2.5646116577509517 2.462747259327199 0.5051486446619045 1.041362100003547 -0.12514513096001423 -0.7826443383027772 False 0.0515 Inputed -19.240025437925304 -19.392376000606163 """""" """""" """"""
-0.18394494796769534 0.16815604496765893 -7.116902191899024 17.24823310948193 4443.248930821747 138.82484556725518 82 56 56 68.93368060002103 65 True False 2020rgz 273.00441666666666 51.724580555555555 SNIa 0.0285 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 273.00441666666666 51.724580555555555 TNS 2020rgz ZTF18aatrkga 2020rgz SNIa 0.0285 0.3401034605926654 0.9094479439650733 0.4677135987861476 0.6047707606856925 0.9094479439650733 1.2589960069634252 16.528178362165974 16.528178362165974 52.40550223785506 52.40550223785506 59088.173229199834 59074.22052079998 16.766717099317713 17.035171836365862 16.766717099317713 4.848666875649494 3.4746749696268187 3.558115279942231 273.00596616 51.72481638 0.000871991407703776 14.846308095502854 15.356573896694183 15.005925864613056 0.99 """""" """""" """""" """""" 0 False True all False False 0 3.4746749696268187 3.558115279942231 273.00596616 51.72481638 0.000871991407703776 14.846308095502854 15.356573896694183 15.005925864613056 0.99 False False 0.3 0.7 1.5 0.02 8 3 13.9527083998546 3.558115279942231 3.4746749696268187 0.3506480320811267 1.0240138461999437 -1.678597939671679 -1.7607912347046568 False 0.0285 Inputed -18.755889941458125 -18.487435204409977 """""" """""" """"""
-0.15484858884306357 0.15159078232829432 -17.768375315355637 19.237227719236483 4002.637947757537 189.57526662734713 41 21 21 66.88545140018687 47 True True 2020acty 140.64996250000002 30.994655555555557 SNIb 0.047 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 140.64996250000002 30.994655555555557 TNS 2020acty ZTF20acxqxyw 2020acty SNIb 0.047 0.610351226402436 1.072774203524915 0.7173165209372705 0.8298796538688649 1.072774203524915 1.3411146075121465 15.363213110598746 15.363213110598746 51.52223828958812 51.52223828958812 59219.34203700023 59198.39377309987 18.675676901618324 19.22499081483391 18.675676901618324 1.8692764020431005 2.683361078009786 5.430192494888434 140.648537313974 30.9937708594382 0.0021765959948355507 16.109837284147144 16.72194687621355 16.360023542879226 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.683361078009786 5.430192494888434 140.648537313974 30.9937708594382 0.0021765959948355507 16.109837284147144 16.72194687621355 16.360023542879226 1.0 False False 0.3 0.7 1.5 0.02 8 3 20.948263900354505 5.430192494888434 2.683361078009786 0.3619233333343246 2.0236532978692297 -2.5030439386203582 -2.315653358739098 False 0.047 Inputed -17.94295940097639 -17.393645487760807 """""" """""" """"""
-0.16990081789437947 0.3647690196296006 -4.2680636357914015 15.501640183451615 6195.938707767485 193.3153800607612 29 14 14 30.949224499985576 65 True True 2021dsz 65.72137499999998 36.62145 SNIa 0.01 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 65.72137499999998 36.62145 TNS 2021dsz ZTF21aamsiqk 2021dsz SNIa 0.01 -0.17491852201542102 0.09551744045133859 -0.11289739298510071 -0.04725363969185814 0.09551744045133859 0.2546653960336478 12.660314829263243 12.660314829263243 18.288909670722333 18.288909670722333 59278.200127299875 59267.20751160011 15.045827047946847 15.045827047946847 15.286813625562738 0.9804791508633406 16.923464076570493 3.4283035868518716 65.72235224522194 36.620909900209355 0.002238491225918904 12.21378875471115 12.990082209243775 12.158762847976686 0.9800000000000001 """""" """""" """""" """""" 0 True True all False False 0 16.923464076570493 3.4283035868518716 65.72235224522194 36.620909900209355 0.002238491225918904 12.21378875471115 12.990082209243775 12.158762847976686 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 10.992615699768066 3.4283035868518716 16.923464076570493 0.8313193612670897 0.20257694118299038 -2.055744838703072 -3.1280507775860524 False 0.01 Inputed -17.951349513498087 -18.192336091113976 """""" """""" """"""
-0.15930099137898285 0.2412373564747258 -6.677538446345735 16.507026759620494 5262.2950513093665 150.87161017230233 109 61 61 73.94784720009193 46 True True 2021hem 245.31667916666663 14.552680555555556 SNIa 0.035 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 245.31667916666663 14.552680555555556 TNS 2021hem ZTF21aaqwjlz 2021hem SNIa 0.035 0.06467448671543963 0.49901235416683676 0.16245825712503148 0.26719795833950855 0.49901235416683676 0.7632680300203276 20.307627137384667 20.307627137384667 53.64022006270726 53.64022006270726 59315.47920140019 59297.42037039995 15.95859830561425 15.95859830561425 16.0040044713804 13.4194433077725 3.121227787246278 50.87749039320186 245.3312253574805 14.55145669778295 0.10879050111962207 16.319394507917167 17.531629596948623 16.716555011949538 0.9949999999999999 """""" """""" """""" """""" 34 False True all False False 0 0.7 12.982906682887474 245.32040469 14.55262924 0.721832158655789 23.087471630525588 24.074344415783884 23.19260973098278 0.5 False False 0.3 0.7 1.5 0.02 8 3 18.05883100023493 0.0 0.0 0.0 0.0 7.68140169438575 7.265995528619598 True 0.035 Inputed -19.968200223979967 -20.013606389746116 """""" """""" """"""
-0.047693235385669636 0.2475390458759209 -13.285542406791574 18.22365824684426 4501.008180089981 312.0777175821671 63 39 39 74.0009260000661 61 True False 2019oub 84.047712083333 51.617024 SNIc 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 84.047712083333 51.617024 TNS 2019oub ZTF19abtsnyy 2019oub SNIc 0.04 0.3035860546898057 0.532202740431881 0.35802198967112275 0.41424022054490806 0.532202740431881 0.6578456108734301 43.94229428561911 43.94229428561911 30.058631714446985 30.058631714446985 58744.44819439994 58716.494675899856 17.80712838659711 17.9357810876366 17.80712838659711 1.8854506374738673 4.7931857124154424 4.987467039056499 84.04718336 51.61836995 0.002276930628980378 15.254790105438232 16.12759367275238 15.52438504781723 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.7931857124154424 4.987467039056499 84.04718336 51.61836995 0.002276930628980378 15.254790105438232 16.12759367275238 15.52438504781723 1.0 False False 0.3 0.7 1.5 0.02 8 3 27.95351850008592 4.987467039056499 4.7931857124154424 0.6032086249351494 1.0405328185256464 -1.8081874148842196 -2.2827433387798806 False 0.04 Inputed -18.457676500884308 -18.32902379984482 """""" """""" """"""
-0.19312243956352482 0.2010696955882959 -7.499797912868992 17.930062760151657 5603.2463609714305 103.18948544474743 54 30 30 65.73858800018206 93 True True 2020yxd 32.306979166666665 33.04391388888889 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 32.306979166666665 33.04391388888889 TNS 2020yxd ZTF20acpcuwx 2020yxd SNIa 0.05 0.016608368328309808 0.6709120685241601 0.15677225580483523 0.3117664863133953 0.6709120685241601 1.1044620847147542 13.674070617003014 13.674070617003014 52.06451738317905 52.06451738317905 59169.325127299875 59156.45740740001 17.41125901531011 17.41125901531011 17.497929130220157 3.1790887344454606 2.6838358978227954 7.433998683619494 32.3092327931878 33.0430799481718 0.0007809977969764903 14.277957412264348 15.29193021419525 14.649290981464386 0.74 """""" """""" """""" """""" 0 False True all False False 0 2.6838358978227954 7.433998683619494 32.3092327931878 33.0430799481718 0.0007809977969764903 14.277957412264348 15.29193021419525 14.649290981464386 0.74 False False 0.3 0.7 1.5 0.02 8 3 12.867719899863005 7.433998683619494 2.6838358978227954 0.6426392327308648 2.7699155114700442 -2.119328801114861 -2.8486381487557715 False 0.05 Inputed -19.25660950095512 -19.343279615865164 """""" """""" """"""
-0.22397238114770457 0.19042601571182913 -12.28662654536309 17.1911986180433 5924.170125885201 96.74409065427704 46 24 24 59.03840279998258 99 True True 2020zj 240.3349166666666 16.677719444444445 SNIa 0.03157 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 240.3349166666666 16.677719444444445 TNS 2020zj ZTF20aaemtgw 2020zj SNIa 0.03157 0.014723812101784972 0.7212713192123488 0.16452429198020013 0.33126390071118195 0.7212713192123488 1.1976123521251765 13.164829005649452 13.164829005649452 45.873573794333126 45.873573794333126 58873.54915509978 58855.50259259995 16.713342227032335 16.713342227032335 16.792402834893906 8.053284238321828 3.7409327233868264 12.709328379099256 240.3384160429975 16.6766120231077 0.001186289119769146 13.577448815962075 14.641995821270942 13.904210732014178 0.9200000000000002 """""" """""" """""" """""" 2 False True all False False 0 0.7 5.168675758792506 240.333525052614 16.6771862786626 0.15920863161320487 22.80348976320505 23.605029476504328 23.65924633119583 0.1 False False 0.3 0.7 1.5 0.02 8 3 18.046562499832362 12.709328379099256 3.7409327233868264 0.7377850892567643 3.397368869973411 -2.0713464057613926 -2.888192102879728 False 0.03157 Inputed -18.954004224774582 -19.033064832636153 """""" """""" """"""
-0.10762680176006006 0.39210993406034117 -8.310194796245717 18.987235908469767 4061.757918842376 191.787477780624 23 7 7 31.939351900015026 82 True False 2020acze 132.78102916666666 -10.931077777777777 SNIa 0.04106478941915 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 132.78102916666666 -10.931077777777777 TNS 2020acze ZTF20acyjrsl 2020acze SNIa 0.04106478941915 0.4857961305052143 0.9145854074152879 0.5849826651317542 0.689362758048361 0.9145854074152879 1.1633462625898332 10.390285504038832 10.390285504038832 21.549066395976194 21.549066395976194 59210.3979282002 59200.39614580013 18.793623155971307 19.339157835626825 18.793623155971307 1.9523060386822135 4.426862224826634 4.283658351316421 132.78145366 -10.9321923 0.0012667069503758954 14.730100815868377 15.702142264771462 15.083969808709622 0.9700000000000001 """""" """""" """""" """""" 0 False True all False False 0 4.426862224826634 4.283658351316421 132.78145366 -10.9321923 0.0012667069503758954 14.730100815868377 15.702142264771462 15.083969808709622 0.9700000000000001 False False 0.3 0.7 1.5 0.02 8 3 10.001782400067896 4.283658351316421 4.426862224826634 0.6181724560618402 0.9676511564540908 -3.637015570855363 -3.7096533472616855 False 0.04106478941915 Inputed -17.528787871064537 -16.98325319140902 """""" """""" """"""
-0.10768810575947946 0.47806190849321417 -3.614346890093058 17.564285795978147 4335.347418670384 169.13881876490424 40 13 13 25.04238420026377 67 True True 2020boz 23.105373749999 49.809714888888 SNII 0.037 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 23.105373749999 49.809714888888 TNS 2020boz ZTF20aalbtwh 2020boz SNII 0.037 0.33105266042932513 0.7839244684142592 0.43456002478045974 0.5443419022947786 0.7839244684142592 1.0523723366473092 17.26589640274995 17.26589640274995 7.776487797513821 7.776487797513821 58894.12414349988 58880.09716439992 17.42759555328371 17.683232837185404 17.42759555328371 1.1087229943364234 6.289163927821819 6.70875520757364 23.10462890138825 49.8115153766435 0.002699964784553366 14.750165654902457 15.494985472707748 15.049310764141083 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 3.2065909175628686 23.10476595 49.80891518 0.016867654502155438 20.86806925868988 20.356427360057832 23.27 0.5 False False 0.3 0.7 1.5 0.02 8 3 14.026979099959135 6.70875520757364 6.289163927821819 0.44567470856666525 1.0667165436562476 -2.1882473644776557 -2.3782847891426258 False 0.037 Inputed -18.666337645967406 -18.41070036206571 """""" """""" """"""
-0.19933545261822355 0.2375030725295649 -6.808432503113114 18.706763033225055 5854.006968668805 104.89980724957498 27 22 22 49.93337959982455 56 True True 2019hql 324.61649208333 0.5466624999999 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 324.61649208333 0.5466624999999 TNS 2019hql ZTF19aazlsfj 2019hql SNIa 0.07 -0.05228602790668546 0.5563845765072806 0.07815264342716688 0.22236678024942336 0.5563845765072806 0.9591917695629419 11.397975825517987 11.397975825517987 38.53540377430656 38.53540377430656 58658.459710599855 58647.465138900094 18.14381122095261 18.14381122095261 18.307336484098123 1.5063002799730874 2.110225507996346 26.423276739415805 324.612967838113 0.553100938504024 0.02627293612328252 16.102857055211068 17.350553195893767 16.51169486787081 0.9949999999999999 """""" """""" """""" """""" 8 False True all False False 0 0.6687615210421953 12.515392376368776 324.6134012136825 0.5450708249506591 0.46150005687350737 22.22856624507904 22.020839004518987 22.337108752925396 0.41250000000000003 False False 0.3 0.7 1.5 0.02 8 3 10.994571699760854 0.0 0.0 0.0 0.0 5.49618877904739 4.962663515901877 True 0.07 Inputed -19.187829467492673 -19.351354730638185 """""" """""" """"""
-0.21063806473287897 0.15132777299242314 -7.75835612960303 18.806821044033757 5086.197543577892 166.7760583077864 26 18 18 63.91762729967013 39 True False 2019mon 353.39732333333 -15.64720083333 SNIa 0.074 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 353.39732333333 -15.64720083333 TNS 2019mon ZTF19ablfaey 2019mon SNIa 0.074 0.11738159736028919 0.5196845706972191 0.20894379868860824 0.3063304349328284 0.5196845706972191 0.7598107136793502 12.332327925210322 12.332327925210322 51.58529937445981 51.58529937445981 58707.50193289993 58696.375949100126 18.30601672084768 18.337685993476605 18.30601672084768 2.3788889793179853 3.14327094089192 2.3937757816908585 353.39795667 -15.64693587 0.002921487958823854 16.830887990301846 17.36648409355879 16.961725612449644 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.14327094089192 2.3937757816908585 353.39795667 -15.64693587 0.002921487958823854 16.830887990301846 17.36648409355879 16.961725612449644 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.125983799807727 2.3937757816908585 3.14327094089192 0.4047584811091447 0.7615556618264704 -0.9712018999178156 -1.3442911083980356 False 0.074 Inputed -19.311755552611686 -19.28008627998276 """""" """""" """"""
-0.17865182816656722 0.2684223029267731 -7.408329359255132 17.416045162690843 5032.507650677928 77.93851373547402 53 30 30 43.987615700345486 53 True True 2021qil 216.7693333333333 21.503230555555554 SNIa 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 216.7693333333333 21.503230555555554 TNS 2021qil ZTF21abhaqju 2021qil SNIa 0.03 0.20766140471886274 1.259726237685161 0.42332823652882823 0.6684256270056359 1.259726237685161 2.0115520694088325 13.950582470258553 13.950582470258553 30.037033230086934 30.037033230086934 59397.19045139989 59383.19331019977 17.09036475346393 17.171374442133086 17.09036475346393 2.118228313477172 1.3921662513546624 3.2106585164279595 216.76983841517 21.50247255585265 0.00046569516342453987 15.621347842751742 16.727331885089875 15.996473057205677 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.3921662513546624 3.2106585164279595 216.76983841517 21.50247255585265 0.00046569516342453987 15.621347842751742 16.727331885089875 15.996473057205677 0.975 False False 0.3 0.7 1.5 0.02 8 3 13.997141200117767 3.2106585164279595 1.3921662513546624 0.7308588278841981 2.3062321136601276 -0.44404255704321116 -1.0938916962582539 False 0.03 Inputed -18.544432700161398 -18.463423011492242 """""" """""" """"""
-0.13297885640156562 0.3306175075567548 -6.556752957350554 19.168983297096368 5474.675530611776 140.20067780916142 20 14 14 30.88884250028059 81 True False 2020nxi 309.65178749999995 -18.67168888888889 SNIa 0.099 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 309.65178749999995 -18.67168888888889 TNS 2020nxi ZTF20abirxmf 2020nxi SNIa 0.099 0.012905334594996987 0.4677623030458449 0.11438218843319703 0.22371880408336509 0.4677623030458449 0.748890551378885 14.657468917014956 14.657468917014956 16.231373583265633 16.231373583265633 59039.35112270014 59026.4599768999 18.745086290487688 18.745086290487688 18.767071845396273 2.6359917024170145 1.5356271716461594 0.27286633113932535 309.65178579 -18.67161311 0.0026035027450435066 18.732295611405373 19.39070152823925 19.040566778159143 0.76 """""" """""" """""" """""" 0 False True all False False 0 1.5356271716461594 0.27286633113932535 309.65178579 -18.67161311 0.0026035027450435066 18.732295611405373 19.39070152823925 19.040566778159143 0.76 False False 0.3 0.7 1.5 0.02 8 3 12.891145800240338 0.27286633113932535 1.5356271716461594 0.35013475008010886 0.17769048124279965 0.6456152377515636 0.27349493276286907 False 0.099 Inputed -19.494394471484092 -19.516380026392678 """""" """""" """"""
-0.020348864577199602 0.3690075342728462 -19.427937395256436 19.217694197727884 4340.5449400549305 259.4966814834995 95 41 41 74.00746529968455 53 True True 2021dqs 206.0239083333333 43.07168055555556 SNII 0.027 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 206.0239083333333 43.07168055555556 TNS 2021dqs ZTF21aalxurx 2021dqs SNII 0.027 0.42230091507687106 0.720416601066411 0.4926485177336204 0.5657276705193546 0.720416601066411 0.8870724759673294 94.42547699437426 94.42547699437426 -20.418011694689703 -20.418011694689703 59329.26578699984 59264.40469910018 19.028812553969402 19.391817833084193 19.028812553969402 0.3277303617361342 2.582923433631195 19.84087898145567 206.0170637350085 43.073999218604 0.00604796608264635 14.857267687474192 15.989382229750156 15.248417185824513 0.975 """""" """""" """""" """""" 7 False True all False False 0 0.7 9.76045148383104 206.025692064024 43.0740581638054 0.8369538912645985 24.28595839578748 25.01399016751647 23.21568334752202 0.5 False False 0.3 0.7 1.5 0.02 8 3 64.8610878996551 19.84087898145567 2.582923433631195 0.7409650439256428 7.681559090415015 -3.4024356033340375 -3.780395368144889 False 0.027 Inputed -16.37557757521879 -16.012572296104 """""" """""" """"""
-0.09563138108171461 0.24572449842346214 -2.4388430135215353 18.66024536686506 5488.002401351838 222.12169235804268 34 8 8 8.084525499958545 32 True False 2021qim 190.68837499999995 73.13898055555556 SNIIn 0.031 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 190.68837499999995 73.13898055555556 TNS 2021qim ZTF21abgzyvg 2021qim SNIIn 0.031 -0.03838206940629618 0.2224637083911709 0.02225514046255128 0.08587086404974187 0.2224637083911709 0.3722796184407784 20.279975718962827 20.279975718962827 -12.195450219004282 -12.195450219004282 59391.24447919987 59383.20226849988 18.401319018054213 18.401319018054213 18.513130140725043 3.180340913524645 2.738727643190857 1.2968338326554572 190.68793481 73.13864371 0.001172408954560944 16.097180462139846 16.501119656145573 16.17165773525238 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.738727643190857 1.2968338326554572 190.68793481 73.13864371 0.001172408954560944 16.097180462139846 16.501119656145573 16.17165773525238 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.042210699990392 1.2968338326554572 2.738727643190857 0.32946192089319126 0.47351690332541885 -1.9001993619086406 -2.3414724054726612 False 0.031 Inputed -17.193406809530575 -17.305217932201405 """""" """""" """"""
-0.15433293475284673 0.2871414026551257 -7.8338158496517725 19.149152993498944 5899.7767537274885 103.92641679683777 35 22 22 47.993692100048065 46 True True 2019dee 208.55028666666 41.975726 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 208.55028666666 41.975726 TNS 2019dee ZTF19aaozplq 2019dee SNIa 0.1 -0.04879009873001294 0.5684573995554381 0.08331184719850881 0.22948746549863586 0.5684573995554381 0.97785848038124 12.370411923547836 12.370411923547836 35.62328017650023 35.62328017650023 58592.4241204001 58580.3048843001 18.602643031927393 18.602643031927393 18.717509259930647 1.098945168619711 0.8873638705275902 1.0136796715284446 208.5500131177345 41.97592075421605 0.0036036897711070326 20.24310627070889 20.78049144530803 20.48742966685176 0.7 """""" """""" """""" """""" 0 False True all False False 0 0.8873638705275902 1.0136796715284446 208.5500131177345 41.97592075421605 0.0036036897711070326 20.24310627070889 20.78049144530803 20.48742966685176 0.7 False False 0.3 0.7 1.5 0.02 8 3 12.119236099999398 1.0136796715284446 0.8873638705275902 0.2930617784562699 1.1423494974229143 2.1778484133806373 1.7699204069211127 False 0.1 Inputed -19.56623283854028 -19.681099066543535 """""" """""" """"""
-0.12993986877774735 0.39674601712027757 -8.229831699452651 17.956716908290687 5089.491260203625 144.97588421086692 94 50 50 68.82366889994591 74 True True 2020nxh 273.3272333333333 42.25159444444444 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 273.3272333333333 42.25159444444444 TNS 2020nxh ZTF20abjbiqf 2020nxh SNIa 0.05 0.13166036209766574 0.6078298371344744 0.2385439198993673 0.353246241841795 0.6078298371344744 0.8991409273062771 15.842772060531363 15.842772060531363 52.98089683941455 52.98089683941455 59047.3276157002 59030.36952550011 17.630969208947434 17.81162394206997 17.630969208947434 1.8617153659088563 1.8601290053371617 0.35510819086387513 273.3271101567075 42.25155679945715 0.001736095204763033 17.692258818753956 18.77729864488125 18.08128004296303 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.8601290053371617 0.35510819086387513 273.3271101567075 42.25155679945715 0.001736095204763033 17.692258818753956 18.77729864488125 18.08128004296303 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.958090200088918 0.35510819086387513 1.8601290053371617 0.6960186019182188 0.19090514144179435 0.9656747028112775 0.45031083401559613 False 0.05 Inputed -19.123569422227842 -18.942914689105304 """""" """""" """"""
-0.009746185673745866 0.3064244576470567 4.795241554595879 18.327388784952515 4957.80071193406 199.1464168369263 34 16 16 69.0056134997867 61 True False 2019hqm 264.234125 21.104739 SNII 0.023893 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 264.234125 21.104739 TNS 2019hqm ZTF19aazudta 2019hqm SNII 0.023893 0.0522900163384179 0.3675485148980755 0.1250744157209276 0.2017755792659095 0.3675485148980755 0.5509118759499572 133.17614574567557 133.17614574567557 -64.17053224588885 -64.17053224588885 58657.33829860017 58650.31605320005 18.21646995467156 18.23254974590671 18.21646995467156 2.9919227839530063 6.587974629580378 11.582298422874384 264.23076671 21.10400747 0.0029371429262023963 14.31496334643364 14.873534726810455 14.346475105118751 1.0 """""" """""" """""" """""" 3 False True all False False 0 0.7221624558297918 3.4322830251009133 264.23363769 21.10390096 0.015223472065968635 20.568027542328835 19.710635670661926 15.61659538898468 1.0 False False 0.3 0.7 1.5 0.02 8 3 7.022245400119573 11.582298422874384 6.587974629580378 0.5270596216917038 1.7580969985629893 -3.3590150190962547 -3.8699948495528087 False 0.023893 Inputed -16.92076446382735 -16.9046846725922 """""" """""" """"""
-0.027773328274748866 0.575738780621494 -30.83536957364587 17.98041548045933 6015.941181784899 381.0027173360473 36 27 27 74.89650469971821 40 True False 2018gft 359.3247537 -15.6314773 SLSN-I 0.23 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 359.3247537 -15.6314773 TNS 2018gft ZTF18abshezu 2018gft SLSN-I 0.23 -0.0668280089581259 0.07585058596868066 -0.03264965649911744 0.0025092359429876865 0.07585058596868066 0.1533627355974012 63.93996353132893 63.93996353132893 10.956541168389283 10.956541168389283 58438.231354199816 58363.3348495001 17.693829928134047 17.756889586063917 17.693829928134047 1.050030491746061 0.28852942475138865 30.56363683403436 359.31746821 -15.63625797 0.4025267960544331 19.65109331240654 19.497894114625453 19.935802784574033 0.2 """""" """""" """""" """""" 11 False True all False False 0 0.7 16.586903086855976 359.3206731 -15.63388284 0.8143640765024944 22.81 22.740518964004515 23.27 0.3 False False 0.3 0.7 1.5 0.02 8 3 74.89650469971821 0.0 0.0 0.0 0.0 5.883110413936084 5.576170071865953 True 0.23 Inputed -22.448196204976004 -22.385136547046134 """""" """""" """"""
-0.10504474653408209 0.3290470686284269 -8.233299056320352 18.999494346399402 4049.374571687133 77.96487078720017 42 24 24 31.98802090017125 56 True True 2019dgz 184.0191725 29.851698305555 SNIb 0.0364 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 184.0191725 29.851698305555 TNS 2019dgz ZTF19aaoxvfe 2019dgz SNIb 0.0364 0.6108781071587757 1.9178114303244023 0.8808411641352265 1.18599869887559 1.9178114303244023 2.8427385362608923 16.443204636622518 16.443204636622518 15.54481626354873 15.54481626354873 58594.31981479982 58580.225034699775 18.68480735862556 19.142443846527208 18.68480735862556 0.7726230701421704 2.259703263810604 4.677857533903583 184.02066449821552 29.8518163249718 0.003929954356617693 17.31032073949039 17.8798832589221 17.482355241872668 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 0.5610437870637046 184.019351141135 29.8517150955498 0.007272542887894251 21.969431966178416 21.449173205587865 21.4720510687685 0.025 False False 0.3 0.7 1.5 0.02 8 3 14.094780100043863 4.677857533903583 2.259703263810604 0.3975280170494315 2.0701202714621805 -1.2625605876051083 -1.202452116752891 False 0.0364 Inputed -17.373306657369557 -16.91567016946791 """""" """""" """"""
-0.3025066864748005 0.5083759390082414 -4.553951894658857 17.369878691197105 6899.466937794833 209.20886449081002 28 9 9 10.980567200109363 133 True False 2017dfl 264.6451666666666 1.420638888888889 Varstar 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 264.6451666666666 1.420638888888889 TNS 2017dfl ZTF19abcpiag 2017dfl Varstar 0.0 -0.29324295449378823 -0.07322890086586398 -0.24258386710056712 -0.18910627928989854 -0.07322890086586398 0.05534126034523368 -2.31752507195825 -2.31752507195825 13.298092272067613 13.298092272067613 60477.35592589993 60477.35592589993 17.41194611540851 17.684888213180734 17.41194611540851 2.6135910563756273 1.658708458225837 32.18201284841684 264.63782691 1.41553255 0.060070098923355686 16.714557604455948 19.749359614944456 19.163597185897828 1.0 """""" """""" """""" """""" 31 False True all False False 0 0.7557767667704496 2.8621196830824585 264.64517406 1.41984389 0.013693519101098062 20.796570504808425 23.622516698265077 21.978131189346314 0.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.0 0.0 0.0 0.0 5.955111786819266 5.858053884591488 True 0.0 Inputed """""" """""" """""" """""" """"""
-0.11895656566347769 0.35432565823880224 -3.856705019234454 19.456875232462544 5688.195811613682 200.72976658512323 32 16 16 21.992476799990982 46 True True 2021tup 334.2736791666666 4.845725 SNIa 0.12 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 334.2736791666666 4.845725 TNS 2021tup ZTF21ablkaqq 2021tup SNIa 0.12 -0.07412173055676874 0.20916972370211084 -0.008815862534156338 0.06007283143215858 0.20916972370211084 0.37435580583775874 11.938498328465617 11.938498328465617 10.053978471525365 10.053978471525365 59415.45581019996 59408.38260419993 19.14879105526768 19.14879105526768 19.254926157932978 0.5351233980016631 1.2456918200708138 6.425902160972874 334.2754664727985 4.84584524999717 0.0034747210624431757 16.995663416743277 18.294566432847976 17.410426922655105 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.2456918200708138 6.425902160972874 334.2754664727985 4.84584524999717 0.0034747210624431757 16.995663416743277 18.294566432847976 17.410426922655105 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 7.073206000030041 6.425902160972874 1.2456918200708138 0.8841395101928704 5.158500728219907 -0.8542246224197036 -1.8444992352778726 False 0.12 Inputed -19.433517167821538 -19.539652270486837 """""" """""" """"""
-0.1666360189700937 0.30029697034108893 -7.088487763254982 19.104257728006463 5446.912796536441 209.91756863558558 34 22 22 45.85083330003545 35 True False 2020ulz 66.2127125 -10.934244444444445 SNIa 0.103 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 66.2127125 -10.934244444444445 TNS 2020ulz ZTF20acflmyv 2020ulz SNIa 0.103 0.002110665486540597 0.28861146851680886 0.06847519325976137 0.13826095003575745 0.28861146851680886 0.45423735879526106 12.03715211018737 12.03715211018737 33.813681189848076 33.813681189848076 59131.3922569002 59119.4858448999 18.397857520058185 18.397857520058185 18.80013129924499 0.5780474643924021 1.674421618728448 5.278834167014088 66.21142244 -10.93498322 0.0014486261911494935 16.099657396960257 17.117336738467216 16.442816901612282 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.674421618728448 5.278834167014088 66.21142244 -10.93498322 0.0014486261911494935 16.099657396960257 17.117336738467216 16.442816901612282 0.99 False False 0.3 0.7 1.5 0.02 8 3 11.906412000302225 5.278834167014088 1.674421618728448 0.6745198368549339 3.152631396997145 -1.280520781590969 -2.357314397632706 False 0.103 Inputed -19.54914525113784 -19.951419030324644 """""" """""" """"""
-0.06750194605164783 0.35597217182770224 -12.021523486355074 18.604724623952382 5954.9422251383685 214.6829283273842 16 7 7 22.99399309977889 59 True True 2019azc 49.638059166666 0.9245411944444 SNII 0.03574 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 49.638059166666 0.9245411944444 TNS 2019azc ZTF19aakkrqu 2019azc SNII 0.03574 -0.08560541148396794 0.17491241732236773 -0.025244907020397278 0.03821771595298529 0.17491241732236773 0.3254370704796834 9.281790977782459 9.281790977782459 13.712202121996432 13.712202121996432 58540.12839120021 58534.126898100134 18.3172763775301 18.3172763775301 18.392883994830434 4.490205923725587 5.094611938237422 12.228828392521688 49.6413263077879 0.925472579704277 0.004244067772059323 15.05618023463726 15.714437315568926 16.107081798539163 1.0 """""" """""" """""" """""" 8 False True all False False 0 2.7594764040096527 5.108529287349653 49.639289479327445 0.9252485755822215 0.020680153397742984 19.124804015095236 19.511870824689865 18.758097266316412 0.43571428571428567 False False 0.3 0.7 1.5 0.02 8 3 6.001493100076914 12.228828392521688 5.094611938237422 -0.3926444829702369 2.4003454121281873 -2.6028390619611734 -2.2858021962912716 False 0.03574 Inputed -17.62514606982568 -17.700753687126014 """""" """""" """"""
-0.07804382428164362 0.29868373120605296 -6.683502740985112 18.69079581233857 6067.541621352163 212.7972233033956 9 9 9 9.083182900212705 32 True True 2021dpw 186.23932083333332 6.097838888888889 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 186.23932083333332 6.097838888888889 TNS 2021dpw ZTF21aamuniy 2021dpw SNIa 0.08 -0.139056778455803 0.1121192865115681 -0.0809567432876932 -0.019805039506717748 0.1121192865115681 0.2576765804401546 17.88290425409251 17.88290425409251 -8.799721353879802 -8.799721353879802 59275.443368100096 59266.36018519988 18.33403252823655 18.33403252823655 18.447070407431784 1.4044909506715255 1.1471843634366496 0.7605797358885422 186.2393423 6.09804908 0.03917831946388617 22.965661835318805 23.64 23.511580174666644 0.5 """""" """""" """""" """""" 0 False True all False False 0 1.1471843634366496 0.7605797358885422 186.2393423 6.09804908 0.03917831946388617 22.965661835318805 23.64 23.511580174666644 0.5 False False 0.3 0.7 1.5 0.02 8 3 9.083182900212705 0.7605797358885422 1.1471843634366496 0.12841982533335639 0.6629969516059773 5.305967471763452 5.06450976723486 False 0.08 Inputed -19.342863614639594 -19.45590149383483 """""" """""" """"""
-0.004635336550293974 0.3113604656112029 -3.721120509770897 18.718665219676446 4858.61422904547 173.1817278102344 43 23 23 71.93431719997898 37 True False 2020rht 37.572125 28.600730555555558 SNII 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 37.572125 28.600730555555558 TNS 2020rht ZTF20abuqali 2020rht SNII 0.04 0.14841673659408627 0.542223838739087 0.2383999942421866 0.33386180096347573 0.542223838739087 0.775643202000726 247.9982469869661 247.9982469869661 -176.06392978698713 -176.06392978698713 59080.45033559995 59080.45033559995 18.647437678616466 18.647437678616466 18.69862334556957 1.5341975021274779 2.952368110840618 3.1639707151227867 37.57139339 28.60133042 0.0006619456404356461 14.886441566205026 15.533315285205841 15.058822799587249 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.952368110840618 3.1639707151227867 37.57139339 28.60133042 0.0006619456404356461 14.886441566205026 15.533315285205841 15.058822799587249 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 3.1639707151227867 2.952368110840618 0.47449248561859214 1.0716721615794447 -3.114122393410625 -3.63980054598232 False 0.04 Inputed -17.56618154191185 -17.617367208864952 """""" """""" """"""
-0.019788056396081725 0.562839670045253 -32.073531137002455 18.093731458582326 5506.887315996585 162.1911009071252 45 33 33 72.9636806002818 51 True True 2019cct 232.83779208333 35.984061 SNII 0.03677 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 232.83779208333 35.984061 TNS 2019cct ZTF19aanlekq 2019cct SNII 0.03677 0.22764380937588768 0.6737723366315755 0.32908309455199003 0.4370369500875526 0.6737723366315755 0.9406148959603797 1.00714569415209 1.00714569415209 71.95653490612972 71.95653490612972 58572.38395830011 58568.349108799826 18.023283082359175 18.023283082359175 18.044969775243455 3.0857496551199435 2.4009546665620722 10.1322868710472 232.835429411158 35.98199548230425 0.013695839798329001 17.52651439977944 18.0257533084321 17.71041746366501 0.9899999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 1.1916017324658548 232.837619898364 35.9837607521783 0.05502716947849218 24.143889585553406 23.08824494080782 22.9069920106864 0.15 False False 0.3 0.7 1.5 0.02 8 3 4.034849500283599 10.1322868710472 2.4009546665620722 0.3153358447670911 4.220107531457736 0.0024702260729263514 -0.3345523115784452 False 0.03677 Inputed -18.035301307602367 -18.056988000486648 """""" """""" """"""
-0.2230831140260441 0.16330441847152194 -6.133709240781475 18.66351708684881 5828.7553618340735 74.54002693778062 63 36 36 45.832627300173044 57 True True 2021aof 188.91083333333333 5.039219444444444 SNIa 0.0653 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 188.91083333333333 5.039219444444444 TNS 2021aof ZTF21aadktwq 2021aof SNIa 0.0653 -0.02374452314359843 0.9278527163625476 0.16806648956713488 0.38847128254292684 0.9278527163625476 1.6244085549828569 12.897376240256804 12.897376240256804 32.93525105991624 32.93525105991624 59234.449224499986 59223.54129630001 18.114487249716458 18.114487249716458 18.2698104974203 1.3284949698846267 1.5897795344215313 0.3235207779762117 188.910837270669 5.039309225698715 0.0002891446061644709 15.744092941052912 16.848173780744077 16.102012974137068 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.5897795344215313 0.3235207779762117 188.910837270669 5.039309225698715 0.0002891446061644709 15.744092941052912 16.848173780744077 16.102012974137068 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 10.907928199972957 0.3235207779762117 1.5897795344215313 0.7461608066070085 0.2035004042833715 -1.2663134689723812 -2.1677975232832303 False 0.0653 Inputed -19.072129006620035 -19.227452254323875 """""" """""" """"""
-0.14200711719520476 0.4395173824743469 -8.119623675540687 18.55395026391068 5673.391551931784 199.13365486586284 21 13 13 27.98089119978249 48 True True 2019dfi 112.90045791666 45.250811 SNIa 0.08264 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 112.90045791666 45.250811 TNS 2019dfi ZTF19aapcoqg 2019dfi SNIa 0.08264 -0.042879819395963636 0.25029264048105304 0.024698432700525075 0.09598774471330884 0.25029264048105304 0.4212714411856595 7.637782249145718 7.637782249145718 20.343108950636772 20.343108950636772 58591.16084490018 58581.19243060006 18.316748592955662 18.316748592955662 18.43816506418339 0.4531091708377468 2.6822400786006724 9.022363042205157 112.90400358772 45.251035194851156 0.003768059558877934 15.995186572036744 17.452922563233376 16.422553137180806 0.9949999999999999 """""" """""" """""" """""" 3 False True all False False 0 0.7 2.849743068927354 112.90025686796099 45.25158983890315 0.014979762582264855 20.96622072912693 20.194757244095804 20.78506296591997 0.7833333333333333 False False 0.3 0.7 1.5 0.02 8 3 9.968414300121367 9.022363042205157 2.6822400786006724 1.0303694260525695 3.363741789628367 -0.8638260297222864 -2.0156119270025847 False 0.08264 Inputed -19.42351979457504 -19.544936265802768 """""" """""" """"""
-0.19004085693347048 0.18052509307752201 -6.711954585329535 19.270776394081462 5828.318301419674 152.7806358994101 134 73 73 50.70685189962387 56 True True 2020zk 102.79485416666665 65.59284166666666 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 102.79485416666665 65.59284166666666 TNS 2020zk ZTF20aadvaoi 2020zk SNIa 0.09 -0.07363276198529078 0.31153944633356545 0.012936680870065942 0.10576910437915288 0.31153944633356545 0.5464647963202047 14.010765805866962 14.010765805866962 36.69608609375691 36.69608609375691 58864.18379630009 58852.46906250017 18.61280196249556 18.61280196249556 18.726955125496747 0.35165321961483303 1.752621453124434 6.2745393232788595 102.7908733549205 65.59341787511926 0.002387782225316326 16.39081184586525 17.687496548163892 16.824862786204815 0.9850000000000001 """""" """""" """""" """""" 1 False True all False False 0 0.41734841539191764 2.077529658229168 102.795833524098 65.59325308450555 0.000572156323916273 17.579194453856946 19.44811372166872 18.232997537796496 0.005 False False 0.3 0.7 1.5 0.02 8 3 11.714733799919486 6.2745393232788595 1.752621453124434 0.8626337619590778 3.5800881656977954 -0.9253054143316675 -1.9020923392919329 False 0.09 Inputed -19.323429519682488 -19.437582682683676 """""" """""" """"""
-0.1779771730775837 0.20547386173339616 -7.834454665403312 18.97146467603555 6301.242414366722 85.92289667439118 39 19 19 50.939282400067896 52 True True 2021ttc 336.5079708333333 28.83666388888889 SNIa 0.096 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 336.5079708333333 28.83666388888889 TNS 2021ttc ZTF21abmwmnp 2021ttc SNIa 0.096 -0.11225569307456951 0.628600602385319 0.04084705808575961 0.21407117619874327 0.628600602385319 1.1487908216859353 13.016546453451326 13.016546453451326 37.92273594661657 37.92273594661657 59426.36210650019 59414.402338000014 18.346419043785094 18.346419043785094 18.54314627817154 1.457087935951032 2.387258956899352 3.2893013728587785 336.5073835034655 28.83741895841335 0.002904732909867369 17.21447752842188 17.896511187462806 17.486195307717324 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.387258956899352 3.2893013728587785 336.5073835034655 28.83741895841335 0.002904732909867369 17.21447752842188 17.896511187462806 17.486195307717324 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 11.959768500179052 3.2893013728587785 2.387258956899352 0.41031587974548245 1.377856961580334 -0.44990785632228736 -1.056950970454217 False 0.096 Inputed -19.65013800037006 -19.846865234756507 """""" """""" """"""
-0.1552553608607277 0.31581612607166654 -10.929694639762205 18.125062446582692 4408.022957872138 191.25250897693306 25 16 16 35.91728010028601 227 True False 2021vnx 285.9034958333333 -27.40275833333333 SNIa 0.041 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 285.9034958333333 -27.40275833333333 TNS 2021vnx ZTF21abscohx 2021vnx SNIa 0.041 0.36391662500806277 0.766430785056059 0.4569059226408072 0.5548493397488841 0.766430785056059 1.0004368162476318 12.47328092986761 12.47328092986761 23.443999170418397 23.443999170418397 59450.230763900094 59434.25165509991 17.734704023512677 17.734704023512677 17.754930852916857 1.865250083833124 2.2012203294936894 4.073358070215856 285.90477028 -27.40276823 0.004281886832718462 17.636851322841643 18.268622535991668 17.92069049062729 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7620246605468456 3.5608748866767015 285.90249843 -27.40231755 0.0024470123228731433 18.05025015716553 18.3676537024498 18.163920481586455 0.0 False False 0.3 0.7 1.5 0.02 8 3 15.979108800180256 4.073358070215856 2.2012203294936894 0.3479320453643773 1.850499932077578 0.5339185124789907 0.16575963771043334 False 0.041 Inputed -18.56401754075217 -18.584244370156352 """""" """""" """"""
-0.15708832751476887 0.46321862716880546 -5.582408836150805 17.893071575617032 6240.345040575704 180.68144710235626 6 6 6 10.037037000060081 62 True True 2018ikk 269.18133291666 41.778089 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 269.18133291666 41.778089 TNS 2018ikk ZTF18acbwlpj 2018ikk SNIa 0.05 -0.1729634433737921 0.11924153806470628 -0.10634852843539377 -0.035568851257217204 0.11924153806470628 0.2930349674302555 6.3369063392008735 6.3369063392008735 3.700130660859208 3.700130660859208 58430.11584489979 58423.09540509991 17.529886685988057 17.529886685988057 17.735484006378428 0.5049260360043233 2.694898187779674 8.121063824943937 269.178891108439 41.7767574584377 0.008437729882757261 17.254282539532184 17.95978187858224 17.588675949337482 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.37997863314397184 5.957816161121688 269.1834920114445 41.777706368311755 0.000736575900022407 15.314465721183419 15.955588848023416 15.473632312691212 0.0 False False 0.3 0.7 1.5 0.02 8 3 7.020439799875021 8.121063824943937 2.694898187779674 0.3711059292447594 3.0134955976332747 0.4298951925941843 -0.14680805704094624 False 0.05 Inputed -19.019054624796848 -19.22465194518722 """""" """""" """"""
-0.14795762013129543 0.35841080586361884 -7.116669440496553 18.694854441353776 6293.276707892733 68.88173539480638 53 26 26 32.975057899951935 56 True True 2020bol 114.66551666666665 28.652855555555554 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 114.66551666666665 28.652855555555554 TNS 2020bol ZTF20aakfofq 2020bol SNIa 0.08 -0.09559280535817294 0.9015994997503682 0.10122869121165579 0.3304082818803167 0.9015994997503682 1.6552837687080277 11.867922995950424 11.867922995950424 21.107134904001512 21.107134904001512 58891.24513889989 58879.19547449984 18.2497453441686 18.2497453441686 18.44662120860424 0.4521132608648606 1.5649938336891391 6.33275537375334 114.66417145916151 28.654159750705503 0.020143708508370883 19.254620041692256 19.784643329310416 19.483544626364708 0.9450000000000001 """""" """""" """""" """""" 1 False True all False False 0 0.7 5.7655617491157605 114.663864335095 28.653535623594 0.21701412287095967 22.986498966846465 23.44119757850647 23.7583319823575 0.9 False False 0.3 0.7 1.5 0.02 8 3 12.04966440005228 6.33275537375334 1.5649938336891391 0.3010987029457084 4.046505000486309 1.5348979851418179 1.0369234177604696 False 0.08 Inputed -19.34331281346714 -19.54018867790278 """""" """""" """"""
-0.13511828664276282 0.35020620439576233 -5.061895926764908 19.560150074290235 5786.359319552866 141.5880265124166 85 42 42 56.933680600021034 69 True True 2020kdb 248.99743749999996 53.38618611111111 SNIa 0.124 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 248.99743749999996 53.38618611111111 TNS 2020kdb ZTF20aazqiel 2020kdb SNIa 0.124 -0.07485222589254192 0.34502702506533467 0.01872715051571916 0.11962304179771266 0.34502702506533467 0.6049014262442327 13.717101295834812 13.717101295834812 43.216579304186226 43.216579304186226 58996.31997689977 58985.306273099966 19.14612662554594 19.14612662554594 19.213229075222156 0.9791771813916593 1.0606650899445669 0.0423388458841413 248.9974239909775 53.386194678519004 0.002280081792171651 19.541322000364065 20.754208154673577 19.891280519602297 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.0606650899445669 0.0423388458841413 248.9974239909775 53.386194678519004 0.002280081792171651 19.541322000364065 20.754208154673577 19.891280519602297 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.013703799806535 0.0423388458841413 1.0606650899445669 0.86292763507128 0.03991726161775914 1.608081529127638 0.6780514443801415 False 0.124 Inputed -19.548121445839744 -19.61522389551596 """""" """""" """"""
-0.08470962122088457 0.37535254708505905 -28.40765195121681 16.733579564845876 4549.963925245163 231.72761062445218 28 28 28 42.99854170018807 29 True True 2019mbh 54.082511249999 14.236886611111 SNIa 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 54.082511249999 14.236886611111 TNS 2019mbh ZTF19abjgdko 2019mbh SNIa 0.03 0.42338202980336703 0.7605211950695718 0.5023886977523837 0.584834804270578 0.7605211950695718 0.951445348289198 -14.84260279325198 -14.84260279325198 57.841144493440055 57.841144493440055 58694.487442099955 58692.49002309982 16.794148883600954 17.134830606836573 16.794148883600954 1.3208392937248037 1.2185331069268415 0.27429912066255935 54.08258538251065 14.23686126718715 0.0002719949698299917 16.360599627265927 16.744009046173097 16.394734383525847 0.6599999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.2185331069268415 0.27429912066255935 54.08258538251065 14.23686126718715 0.0002719949698299917 16.360599627265927 16.744009046173097 16.394734383525847 0.6599999999999999 False False 0.3 0.7 1.5 0.02 8 3 1.9974190001375973 0.27429912066255935 1.2185331069268415 0.34927466264725027 0.2251060058223168 -0.3908215606634755 -0.3994145000751068 False 0.03 Inputed -18.840648570024374 -18.499966846788755 """""" """""" """"""
-0.016319010734598384 0.5023911580648086 -8.832877752744722 17.37001632044631 5836.817246392569 92.89750261590024 48 32 32 51.055242999922484 39 True False 2021hkg 148.10254166666667 -11.224119444444444 SNII 0.017 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 148.10254166666667 -11.224119444444444 TNS 2021hkg ZTF21aarasvn 2021hkg SNII 0.017 -0.008468728782890622 0.7213875057883499 0.1451060273065501 0.316873090194683 0.7213875057883499 1.2195591490865354 41.394562610724705 41.394562610724705 9.660680389197779 9.660680389197779 59310.21435189992 59302.169386600144 17.129027511114238 17.129027511114238 17.227477440331022 9.864631459144256 3.1465238734530967 2.6035777915684135 148.10317402 -11.22374753 0.003680773567690032 17.102965508794785 17.705298523139955 17.31116445710659 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.1465238734530967 2.6035777915684135 148.10317402 -11.22374753 0.003680773567690032 17.102965508794785 17.705298523139955 17.31116445710659 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.044965299777687 2.6035777915684135 3.1465238734530967 0.39413406603336654 0.8274457452983388 0.5762710120257175 0.083687016775567 False 0.017 Inputed -17.166851784613666 -17.26530171383045 """""" """""" """"""
-0.16058006988005222 0.26886934831567244 -5.552026759897355 19.011663852387272 5665.6389721761025 104.15914049043161 73 33 33 46.08516200026497 37 True False 2020ntk 274.35314999999997 73.75096388888889 SNIa 0.078 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 274.35314999999997 73.75096388888889 TNS 2020ntk ZTF20abisvtr 2020ntk SNIa 0.078 -0.024542924087722184 0.6027329690620178 0.10985616301488221 0.2584641544001052 0.6027329690620178 1.0180902461578043 13.690818008349895 13.690818008349895 32.39434399191508 32.39434399191508 59038.28472220013 59027.22178239981 18.57646811131777 18.57646811131777 18.69943468143643 0.6367800436744436 0.6843545617400814 0.20844297720080693 274.35311698 73.75090673 0.0014558374563128362 20.07402784860134 20.78984864206314 20.31909546523094 0.31000000000000005 """""" """""" """""" """""" 0 False True all False False 0 0.6843545617400814 0.20844297720080693 274.35311698 73.75090673 0.0014558374563128362 20.07402784860134 20.78984864206314 20.31909546523094 0.31000000000000005 False False 0.3 0.7 1.5 0.02 8 3 11.062939800322056 0.20844297720080693 0.6843545617400814 0.47075317683220064 0.30458330937519756 2.213380530745372 1.6196607837945116 False 0.078 Inputed -19.034570452874743 -19.157537022993402 """""" """""" """"""
-0.1599889931688225 0.47135118650736296 -14.589068599884687 14.398037971770549 6033.103167025483 240.26040951345104 26 8 8 25.000624999869615 49 True False 2021vch 233.8447083333333 -10.050069444444444 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 233.8447083333333 -10.050069444444444 TNS 2021vch ZTF21abmemav 2021vch CV 0.0 -0.09606230766518031 0.13219471706726793 -0.04275636051913523 0.01300053754759034 0.13219471706726793 0.26219425845583544 -9.88779616237317 -9.88779616237317 34.888421162242786 34.888421162242786 59411.18986110017 59411.18986110017 14.451513094466629 14.451513094466629 15.406845949748865 373.87886363368574 0.7 9.954009928269182 233.84342229 -10.04761146 0.4364583527674335 22.72006220626831 23.53433194885254 25.08699718732834 0.5 """""" """""" """""" """""" 3 False True all False False 0 0.35451838251382917 1.048581936937853 233.84454209 -10.04982852 0.001458039172739789 20.311919741010666 20.91357093639374 20.41330107450485 0.07500000000000001 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.0 0.0 0.0 0.0 9.188486905533372 7.863154050251135 True 0.0 Inputed """""" """""" """""" """""" """"""
-0.08835532074471514 0.29855498915628975 -35.28876917807787 18.02037970177535 5585.197477357463 265.8223386841574 16 16 16 54.93800920015201 24 True False 2020ytq 155.6897708333333 -8.691675 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 155.6897708333333 -8.691675 TNS 2020ytq ZTF20acotwur 2020ytq SNIa 0.05 0.10653742253062504 0.3456311333185198 0.1628835827565922 0.2214706488889142 0.3456311333185198 0.4795660810820479 -17.593547743116364 -17.593547743116364 72.53155694326837 72.53155694326837 59159.49789350014 59155.48380789999 17.93182679900553 18.005993510105046 17.93182679900553 5.199553757201439 1.6870763483090772 0.1440975253356841 155.68975126 -8.69171004 0.0002596622402389892 15.457345833027363 16.605592939352988 15.914283977103235 0.96 """""" """""" """""" """""" 0 False True all False False 0 1.6870763483090772 0.1440975253356841 155.68975126 -8.69171004 0.0002596622402389892 15.457345833027363 16.605592939352988 15.914283977103235 0.96 False False 0.3 0.7 1.5 0.02 8 3 4.014085600152612 0.1440975253356841 1.6870763483090772 0.691308962249753 0.08541256919410325 -1.4004005707520584 -2.017542821902296 False 0.05 Inputed -18.822711832169745 -18.74854512107023 """""" """""" """"""
-0.043294924752005 0.4821877120399195 -29.274700441465136 18.148665114618048 6365.094463775527 131.47615320539026 102 90 90 54.83913190010935 68 True True 2019shx 38.011874999999 46.097361 SNII 0.035 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 38.011874999999 46.097361 TNS 2019shx ZTF19acchaza 2019shx SNII 0.035 0.047884794894521576 0.5505774690152379 0.1592827728283872 0.2798262947337129 0.5505774690152379 0.8649793820170117 -7.406493719553968 -7.406493719553968 62.245625619663315 62.245625619663315 58764.3896643999 58759.36920139985 17.948416528535127 17.948416528535127 18.005939557043796 2.094468895415721 1.0244547059498381 0.08817611968463947 38.01188223715906 46.097337026271646 0.0017882271295156515 19.31073309240341 19.67591496014595 19.39862611542225 0.48 """""" """""" """""" """""" 0 False True all False False 0 1.0244547059498381 0.08817611968463947 38.01188223715906 46.097337026271646 0.0017882271295156515 19.31073309240341 19.67591496014595 19.39862611542225 0.48 False False 0.3 0.7 1.5 0.02 8 3 5.020463000051677 0.08817611968463947 1.0244547059498381 0.2772888447236994 0.08607127203626411 1.7274984316108224 1.392686558378454 False 0.035 Inputed -17.966265138316572 -18.02378816682524 """""" """""" """"""
-0.14431312405214508 0.281442627871913 -4.671383921501894 19.062132918642654 5953.217580141412 69.10879751057976 40 23 23 38.02315969998017 31 True True 2021vaw 5.808516666666667 16.17612777777778 SNIa 0.11 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 5.808516666666667 16.17612777777778 TNS 2021vaw ZTF21abqueax 2021vaw SNIa 0.11 -0.07048951362690303 0.9423921584381318 0.12982757647503007 0.36277340019564264 0.9423921584381318 1.7059362619752179 9.166526607594367 9.166526607594367 28.856633092385803 28.856633092385803 59439.42221060023 59434.36954860017 18.67066932613725 18.67066932613725 18.737559247041386 0.7959989510265644 1.17449828136635 1.699561913968883 5.808993927431731 16.17624082511415 0.0022644924362487107 18.710418691446783 19.551873197386264 19.059540233585835 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.17449828136635 1.699561913968883 5.808993927431731 16.17624082511415 0.0022644924362487107 18.710418691446783 19.551873197386264 19.059540233585835 1.0 False False 0.3 0.7 1.5 0.02 8 3 5.0526620000600815 1.699561913968883 1.17449828136635 0.492332963800429 1.4470535554906911 0.8812038712490136 0.3219809865444496 False 0.11 Inputed -19.757600535388303 -19.824490456292438 """""" """""" """"""
-0.0792495262749898 0.2625974643284246 -4.496820036237868 20.055375721631872 6075.820825690017 219.42404333004657 26 7 7 13.959560200106353 80 True True 2021vbl 306.5033041666666 -12.741894444444444 SNIa 0.15 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 306.5033041666666 -12.741894444444444 TNS 2021vbl ZTF21abqmguf 2021vbl SNIa 0.15 -0.15374768576672437 0.08589388554607424 -0.09820097851015319 -0.039815517605486406 0.08589388554607424 0.2242487360209786 21.254347976102956 21.254347976102956 -7.294787775996603 -7.294787775996603 59435.21467590006 59426.33594910009 19.61652760128053 19.61652760128053 19.7755671201112 2.0621648731218594 2.4705904227821933 11.841635409408525 306.506664051143 -12.741611417517799 0.009191454475354854 16.64373723161578 17.544647246522906 16.961450407884122 1.0 """""" """""" """""" """""" 2 False True all False False 0 1.0401743770803793 2.7091129500941378 306.50356607030403 -12.7411865979884 0.0019193129022324618 18.061145729951857 18.622251074056628 18.183776321766377 0.0 False False 0.3 0.7 1.5 0.02 8 3 8.878726799972355 11.841635409408525 2.4705904227821933 0.5831968386387842 4.793038659995033 -2.0718803547576243 -2.8141167122270794 False 0.15 Inputed -19.409788950888224 -19.568828469718895 """""" """""" """"""
-0.20523696977419306 0.16700703103909564 -7.778758846016476 18.009489932393773 5420.529130600571 79.04696223249366 35 26 26 51.00285879988223 39 True True 2019fpf 170.71767291666 34.168621444444 SNIa 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 170.71767291666 34.168621444444 TNS 2019fpf ZTF19aavkhuy 2019fpf SNIa 0.03 0.10006117928127622 1.0642476979392939 0.2976639963553396 0.5223207125359046 1.0642476979392939 1.752594284279617 8.98608273819418 8.98608273819418 42.016776061688056 42.016776061688056 58636.242337999865 58628.197754600085 17.533760330010352 17.533760330010352 17.546967516912204 4.304966716138725 1.0294626445040227 3.9901736236895764 170.717196532226 34.16965737567275 0.06407546353267068 22.000203107233048 23.786178107492923 22.99202892289877 0.9833333333333334 """""" """""" """""" """""" 0 False True all False False 0 1.0294626445040227 3.9901736236895764 170.717196532226 34.16965737567275 0.06407546353267068 22.000203107233048 23.786178107492923 22.99202892289877 0.9833333333333334 False False 0.3 0.7 1.5 0.02 8 3 8.044583399780095 3.9901736236895764 1.0294626445040227 0.7941491845941542 3.875977088621776 6.25241777748257 5.445061405986564 False 0.03 Inputed -18.087829936713124 -18.101037123614976 """""" """""" """"""
-0.13531272924854743 0.3796684435453161 -5.948692008097585 18.561395007528574 6021.463022645377 196.70202639626007 23 12 12 17.033611100167036 48 True True 2020nvt 183.04829166666664 56.699911111111106 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 183.04829166666664 56.699911111111106 TNS 2020nvt ZTF20abixkpg 2020nvt SNIa 0.09 -0.13124960982938916 0.1446886270460297 -0.06781499496415222 -0.0007793413418184514 0.1446886270460297 0.30638302166650533 15.209825896244546 15.209825896244546 1.8237852039224904 1.8237852039224904 59042.20862270007 59028.20728009986 18.215458256858895 18.215458256858895 18.31295274024551 0.5038355588223029 1.3586529696091754 1.602085515305768 183.0489163088825 56.69962750061115 0.005316778979696735 19.613768553442952 20.17105305154979 19.807338026644587 0.985 """""" """""" """""" """""" 0 False True all False False 0 1.3586529696091754 1.602085515305768 183.0489163088825 56.69962750061115 0.005316778979696735 19.613768553442952 20.17105305154979 19.807338026644587 0.985 False False 0.3 0.7 1.5 0.02 8 3 14.001342600211501 1.602085515305768 1.3586529696091754 0.36371502490520413 1.1791719822072133 1.9555947946908958 1.4943852863990763 False 0.09 Inputed -19.737431904933725 -19.83492638832034 """""" """""" """"""
-0.14565270546092265 0.2782289296129116 -5.75821741483321 18.55964763050915 6007.134551954784 83.59173614088792 110 85 85 65.92355319997296 53 True True 2021hix 184.38527083333332 35.02851666666667 SNIa 0.0657 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 184.38527083333332 35.02851666666667 TNS 2021hix ZTF21aaqujke 2021hix SNIa 0.0657 -0.0803353970849443 0.7067965564574337 0.08169572451365426 0.2654658732854571 0.7067965564574337 1.2632352351285796 15.055160896845054 15.055160896845054 50.868392303127905 50.868392303127905 59309.29973379988 59297.26965280017 18.045595418243146 18.045595418243146 18.205990820785317 2.2225124956381546 2.3164082738696803 12.269893821212175 184.3857921261185 35.0318981345876 0.004554993671243568 15.65908040703714 16.751531428472994 15.967881231624485 0.975 """""" """""" """""" """""" 1 False True all False False 0 0.7 5.429647044886504 184.384113617201 35.0296900508414 0.18256320103563595 22.880404726748466 22.333948431191445 22.518715046389104 0.475 False False 0.3 0.7 1.5 0.02 8 3 12.030080999713391 12.269893821212175 2.3164082738696803 0.7836501968485088 5.2969478479347165 -1.2940639897701516 -2.238109589160832 False 0.0657 Inputed -19.149406613913687 -19.30980201645586 """""" """""" """"""
-0.1968677735523257 0.19058325669678697 -17.02817414731247 17.092076035280158 4730.604693505928 153.91090445941754 48 18 18 70.81608799984679 63 True True 2020efe 178.20180416666665 7.679752777777778 SNIa 0.054 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 178.20180416666665 7.679752777777778 TNS 2020efe ZTF20aaszzez 2020efe SNIa 0.054 0.33448209877318646 0.8390930810300148 0.44879741134721485 0.570736770941032 0.8390930810300148 1.1430319921693446 15.329040311334607 15.329040311334607 55.48704768851218 55.48704768851218 58939.313877299894 58915.376863399986 16.840708937690085 16.840708937690085 16.999892030396214 11.702552802353585 2.7331390193864986 6.372359180653942 178.2032809857445 7.68074837463004 0.015331919933217142 18.43762743575543 18.81886600590527 18.58002635777831 0.9000000000000001 """""" """""" """""" """""" 1 False True all False False 0 0.7 5.9551303393565 178.20335663 7.68036047 0.20342924226163606 22.81 24.432533692157268 24.981631799292565 0.9 False False 0.3 0.7 1.5 0.02 8 3 23.93701389990747 6.372359180653942 2.7331390193864986 0.23883964812696235 2.3315166683633715 1.9781570682151859 1.580134327382094 False 0.054 Inputed -19.923802994210565 -20.082986086916694 """""" """""" """"""
-0.13071248996844298 0.4825447248398893 -6.682826582332917 17.724690068793045 5997.105500429572 139.7103575723653 39 22 22 31.937881899997592 63 True False 2021hjc 141.38879166666663 -24.764980555555557 SNIa 0.05369 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 141.38879166666663 -24.764980555555557 TNS 2021hjc ZTF21aaqyetj 2021hjc SNIa 0.05369 -0.10467295662352782 0.311281434891562 -0.012184496748620433 0.08768595895472941 0.311281434891562 0.5697442507989443 11.874352260376408 11.874352260376408 20.063529639621184 20.063529639621184 59316.213391200174 59303.23090279987 17.397313297316163 17.397313297316163 17.55919547880194 0.8730299136166921 4.2998686019189645 1.7589435220429097 141.38840781 -24.76463816 0.0012275414329435685 14.988222911167144 15.953611653470993 15.350143660688401 0.95 """""" """""" """""" """""" 0 False True all False False 0 4.2998686019189645 1.7589435220429097 141.38840781 -24.76463816 0.0012275414329435685 14.988222911167144 15.953611653470993 15.350143660688401 0.95 False False 0.3 0.7 1.5 0.02 8 3 12.982488400302827 1.7589435220429097 4.2998686019189645 0.6034679927825923 0.40906913324233224 -1.44370164384517 -2.2090518181135383 False 0.05369 Inputed -19.351840577179523 -19.5137227586653 """""" """""" """"""
-0.18988032483671208 0.30294420747218975 -5.120431350325674 18.205966051243127 4689.714244318782 67.52485966485592 66 25 25 33.991840300150216 149 True True 2019mad 301.52573791666 8.1524360555555 SNIa 0.033 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 301.52573791666 8.1524360555555 TNS 2019mad ZTF19abiahik 2019mad SNIa 0.033 0.29058148186691213 1.6197543129900112 0.555342892059933 0.8615526863046554 1.6197543129900112 2.6161240775353036 10.23322628278752 10.23322628278752 23.758614017362696 23.758614017362696 58697.38045139983 58688.31605320005 17.898345533013003 18.14410537123097 17.898345533013003 0.9363000139767022 6.162383376458958 26.04503232762876 301.5191869104085 8.155643701706946 0.0036485801723795674 13.294823052845 14.752435523557663 13.717890826025009 0.8916666666666666 """""" """""" """""" """""" 25 False True all False False 0 0.9897248556513053 6.734291383744001 301.52762512 8.15233929 0.070645648414837 20.95728634505272 23.092567714595795 22.72767216873169 0.9 False False 0.3 0.7 1.5 0.02 8 3 9.0643981997855 26.04503232762876 6.162383376458958 1.0345446975326542 4.226454398654244 -3.391669847673308 -4.1804547069879945 False 0.033 Inputed -17.945023280900475 -17.699263442682508 """""" """""" """"""
-0.12288526002728228 0.3863740175990814 1.434604107230184 18.49134535823134 5426.2525355369235 92.45476007314258 37 17 17 32.8756019002758 61 True True 2020acwt 147.4540625 7.949280555555556 SNIa 0.06898 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 147.4540625 7.949280555555556 TNS 2020acwt ZTF20acxznai 2020acwt SNIa 0.06898 -0.05817582149160927 0.6484599659874135 0.09013026601529717 0.2562856271052887 0.6484599659874135 1.1325656187046746 12.130190851680826 12.130190851680826 20.74541104859497 20.74541104859497 59202.48317130003 59199.52609949978 18.438749056750527 18.438749056750527 18.536786072312516 1.2021609739318728 1.3586863085325132 1.7722839678137592 147.4544440609955 7.948965030612699 0.00030355694007244693 15.768664953619242 16.80033966897726 16.112806971423627 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.3586863085325132 1.7722839678137592 147.4544440609955 7.948965030612699 0.00030355694007244693 15.768664953619242 16.80033966897726 16.112806971423627 0.975 False False 0.3 0.7 1.5 0.02 8 3 2.95707180025056 1.7722839678137592 1.3586863085325132 0.6875326975536318 1.3044099706340337 -1.6384093877732688 -2.4239791008888893 False 0.06898 Inputed -18.926008324061637 -19.024045339623626 """""" """""" """"""
-0.04046140501273922 0.3822275688900331 -11.334312429367468 18.618912881748678 3011.5422374159198 199.45726336765716 20 20 20 46.03140049986541 57 True True 2021mur 0.26920833333333327 8.277369444444446 SNII 0.036 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 0.26920833333333327 8.277369444444446 TNS 2021mur ZTF21abgywux 2021mur SNII 0.036 1.1628774132602864 1.7151525116816302 1.2914358070591732 1.4261599905621836 1.7151525116816302 2.032055889629646 23.45432400285801 23.45432400285801 22.577076497007404 22.577076497007404 59393.45512730023 59382.43578700023 18.379139061894083 19.440152408553583 18.379139061894083 0.7195030652247015 4.910685577735811 3.323304339621293 0.26997714894381697 8.27684660593555 0.0021538510704457448 15.290424866116048 15.921662132351399 15.508922813434602 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 4.910685577735811 3.323304339621293 0.26997714894381697 8.27684660593555 0.0021538510704457448 15.290424866116048 15.921662132351399 15.508922813434602 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 11.019340300001204 3.323304339621293 4.910685577735811 0.41273931891679716 0.6767495672475088 -3.5184902762021846 -2.8702162484594815 False 0.036 Inputed -17.654768623644486 -16.593755276984986 """""" """""" """"""
-0.25261798475225294 0.848219381482916 -4.017280072515958 16.86842409265943 6447.038793212115 202.354541345695 26 11 11 12.000208299607038 34 True False 2021ace 43.390299999999996 -20.798638888888892 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 43.390299999999996 -20.798638888888892 TNS 2021ace ZTF21aaarmhs 2021ace CV 0.0 -0.22266109548585433 0.022902065959289786 -0.16618526928342092 -0.10652069504645212 0.022902065959289786 0.16668919926462422 2.6344292817338077 2.6344292817338077 9.36577901787323 9.36577901787323 59224.16975690005 59218.16968750022 16.737611145712965 16.737611145712965 17.10802587818217 24.112412075647924 0.7371404248485576 0.04966954705537233 43.39030526 -20.79865178 0.010846976283804377 22.556367975980045 22.924713390541076 22.567211821722985 0.425 """""" """""" """""" """""" 0 False True all False False 0 0.7371404248485576 0.04966954705537233 43.39030526 -20.79865178 0.010846976283804377 22.556367975980045 22.924713390541076 22.567211821722985 0.425 False False 0.3 0.7 1.5 0.02 8 3 6.000069399829954 0.04966954705537233 0.7371404248485576 0.3575015688180905 0.06738139081922788 6.187102244828111 5.459185943540817 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.17492579021424082 0.19178999083685172 -11.475265479269456 19.09413309410656 6386.757331591336 75.39637246773461 33 28 28 51.940370299853384 60 True True 2020us 238.9955833333333 53.750230555555554 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 238.9955833333333 53.750230555555554 TNS 2020us ZTF20aaerqjd 2020us SNIa 0.09 -0.052032947841556876 0.865674713144081 0.13317969503899008 0.3458494682981055 0.865674713144081 1.5357343364709735 13.847490146170411 13.847490146170411 38.09288015368297 38.09288015368297 58872.43285880005 58856.550416700076 18.449251559251145 18.449251559251145 18.67917529269224 1.065643149963122 0.8877365137270034 0.7582966495683071 238.99531172 53.75009427 0.007765212597995452 21.406146372234822 23.398304904806615 21.73988394963145 0.8833333333333333 """""" """""" """""" """""" 0 False True all False False 0 0.8877365137270034 0.7582966495683071 238.99531172 53.75009427 0.007765212597995452 21.406146372234822 23.398304904806615 21.73988394963145 0.8833333333333333 False False 0.3 0.7 1.5 0.02 8 3 15.88244209997356 0.7582966495683071 0.8877365137270034 1.6584209551751634 0.8541911229771703 4.94905334555547 3.0607086569392123 False 0.09 Inputed -19.371209352486996 -19.60113308592809 """""" """""" """"""
-0.16207420957989507 0.23591379735656742 -8.416754544327004 18.808880794733813 5980.394942791818 163.24461154430838 37 22 22 47.91472229966894 36 True False 2020yub 0.5629624999999999 -23.495080555555557 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 0.5629624999999999 -23.495080555555557 TNS 2020yub ZTF20acobevy 2020yub SNIa 0.08 -0.09654777009975035 0.25392889608247415 -0.01728039961676231 0.06737757768339492 0.25392889608247415 0.4653402639968398 7.494514842797594 7.494514842797594 40.420207456871346 40.420207456871346 59158.1903241002 59151.19033560017 18.184493655314593 18.184493655314593 18.365135443790006 1.529276877300966 0.9464295241923029 0.14262865948564332 0.56294457 -23.49504451 0.00032939407858911807 17.28688388898969 18.235907663953306 17.68551609249711 0.8099999999999999 """""" """""" """""" """""" 0 False True all False False 0 0.9464295241923029 0.14262865948564332 0.56294457 -23.49504451 0.00032939407858911807 17.28688388898969 18.235907663953306 17.68551609249711 0.8099999999999999 False False 0.3 0.7 1.5 0.02 8 3 6.999988500028849 0.14262865948564332 0.9464295241923029 0.5503915714561955 0.1507018281232982 0.05141400863871226 -0.6796193512928959 False 0.08 Inputed -19.424798578281372 -19.605440366756785 """""" """""" """"""
-0.09368773239812009 0.37598292272200534 -15.553956538415413 18.724881483419125 4144.940924330193 225.9794298223893 41 24 24 55.82857630029321 35 True False 2019vuv 108.33884166666667 60.86723055555556 SNIa 0.086 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 108.33884166666667 60.86723055555556 TNS 2019vuv ZTF19acuyvtl 2019vuv SNIa 0.086 0.495509555208141 0.8555739120654309 0.5797927631957371 0.6678088279563816 0.8555739120654309 1.0599343271004074 11.699457158861065 11.699457158861065 44.12911914143214 44.12911914143214 58828.244652799796 58811.432430599816 18.396285172468318 18.77751859230683 18.396285172468318 2.241786031793248 1.549095450763309 1.788017202052916 108.33985942 60.86726497 0.0031279370558355835 18.583183897256852 19.13891739156246 18.865383807063104 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.549095450763309 1.788017202052916 108.33985942 60.86726497 0.0031279370558355835 18.583183897256852 19.13891739156246 18.865383807063104 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.81222219998017 1.788017202052916 1.549095450763309 0.27353358449935783 1.1542330727082566 0.3613987992556318 0.4690986345947863 False 0.086 Inputed -19.553518267182245 -19.172284847343732 """""" """""" """"""
-0.13732142817304818 0.48862819685631614 -2.460842506044292 17.65838299582197 6128.647902510444 107.43782702108408 24 18 18 32.9567245002836 43 True True 2019cmh 158.66379458333 53.972904333333 SNIa 0.048 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 158.66379458333 53.972904333333 TNS 2019cmh ZTF19aanesxt 2019cmh SNIa 0.048 -0.1611450444687108 0.3787346673789713 -0.045470171117884206 0.08244404428189256 0.3787346673789713 0.735846522952091 10.775024899570766 10.775024899570766 22.181699600712832 22.181699600712832 58575.265173600055 58567.24446759978 17.36718343478843 17.36718343478843 17.554377696664986 0.8486110997091448 2.354796333521815 4.878551736708649 158.665977798362 53.97247129892085 0.005113234706248471 17.547921840545236 18.17441674934983 17.792209249577525 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.354796333521815 4.878551736708649 158.665977798362 53.97247129892085 0.005113234706248471 17.547921840545236 18.17441674934983 17.792209249577525 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.020706000272185 4.878551736708649 2.354796333521815 0.3822074997723064 2.071751033097765 0.807233314561401 0.23783155291253877 False 0.048 Inputed -19.11049064835392 -19.297684910230476 """""" """""" """"""
-0.13941552039451144 0.2583278559209594 -9.389576456401514 15.394565450513799 5010.792730660351 162.61379710067314 105 42 42 64.93679399974644 64 True True 2021K 206.79454166666665 34.089261111111114 SNIa 0.016385 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 206.79454166666665 34.089261111111114 TNS 2021K ZTF21aaabvjk 2021K SNIa 0.016385 0.15662718437260104 0.5816166535311176 0.25318218446831864 0.35599480381099013 0.5816166535311176 0.8361191399118724 10.305686231097068 10.305686231097068 54.63110776864937 54.63110776864937 59225.4765625 59215.48987270007 14.993835619224255 14.993835619224255 15.087698368837646 55.41984163332269 5.489670572202537 2.060695961370606 206.794736846126 34.0887119921677 0.0008394340279798129 13.853213739815354 15.07095917168498 14.256896543051004 0.99 """""" """""" """""" """""" 0 False True all False False 0 5.489670572202537 2.060695961370606 206.794736846126 34.0887119921677 0.0008394340279798129 13.853213739815354 15.07095917168498 14.256896543051004 0.99 False False 0.3 0.7 1.5 0.02 8 3 9.9866897999309 2.060695961370606 5.489670572202537 0.8140626286339749 0.37537698014251236 0.07712355246072455 -0.8308018257866419 False 0.016385 Inputed -19.22627663248289 -19.32013938209628 """""" """""" """"""
-0.12985287185874422 0.2120804162119364 -13.226762770332016 16.965739721913934 3394.4849608956474 172.46569051391324 57 34 34 62.853842600248754 698 True False 2021sjt 309.3300083333333 66.10641666666666 SNIIb 0.00475 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 309.3300083333333 66.10641666666666 TNS 2021sjt ZTF21abjyiiw 2021sjt SNIIb 0.00475 0.9242763822454485 1.5149951649473081 1.06010574843161 1.2035848453989644 1.5149951649473081 1.8617085595602099 11.75348646090258 11.75348646090258 51.100356139346175 51.100356139346175 59415.38921299996 59402.35163189983 16.450196318198586 17.2105487336674 16.450196318198586 6.682118090630924 3.451209935607708 29.986054959826898 309.30976906 66.10494231 0.0013394858593255288 11.801659110832214 15.470790008354186 11.800016926002503 0.8833333333333334 """""" """""" """""" """""" 105 False True all False False 0 2.1494891694700438 3.864134093848014 309.33252727 66.10675012 0.002645910799918272 17.099448359298705 15.11345345172882 23.27 0.5 False False 0.3 0.7 1.5 0.02 8 3 13.037581100128591 29.986054959826898 3.451209935607708 3.6707730823516833 8.68856300233929 -1.7397587253132158 -4.650179392196083 False 0.00475 Inputed -15.168449454982602 -14.408097039513786 """""" """""" """"""
-0.19395817053679165 0.46484229059150584 -3.0209893211118177 18.74864789816431 3871.997029049603 139.41658333079536 20 12 12 15.945775399915874 84 True True 2021diu 240.66646666666665 15.762108333333334 SNIc 0.037372 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 240.66646666666665 15.762108333333334 TNS 2021diu ZTF21aalkjbl 2021diu SNIc 0.037372 0.5349692844559897 1.163966676365959 0.6763239076756129 0.827868670617331 1.163966676365959 1.548584971496247 4.907151766400568 4.907151766400568 11.038623633515307 11.038623633515307 59268.47722220002 59264.498680599965 18.479014223645272 19.017009657221465 18.479014223645272 2.0627722923717915 2.0998865678402687 22.764295499961605 240.668180986825 15.75600395219005 0.004424718217657553 14.125405219712256 15.235023969926834 14.587223005052806 0.9200000000000002 """""" """""" """""" """""" 14 False True all False False 0 1.3687611769029597 2.967506130217332 240.665738082165 15.76167495523935 0.022018935864065226 20.84548804055214 22.504719093732835 21.80936101154804 0.69 False False 0.3 0.7 1.5 0.02 8 3 3.9785416000522673 22.764295499961605 2.0998865678402687 0.6478009648740279 10.840726279503116 -3.7819856872946307 -3.8917912185924664 False 0.037372 Inputed -17.636838657903088 -17.098843224326895 """""" """""" """"""
-0.15419295605937694 0.3681236191508447 -5.7133587339734015 18.26731359188635 4664.124831776695 84.13935915469631 19 12 12 30.936562499962747 42 True True 2019cyz 199.66711958333 1.9141563888888 SNIa 0.0508 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 199.66711958333 1.9141563888888 TNS 2019cyz ZTF19aaojnrx 2019cyz SNIa 0.0508 0.28651489496854765 1.2885383527346228 0.49534782520395026 0.7302122947009373 1.2885383527346228 1.9857732504853125 11.784987219670178 11.784987219670178 19.15157528029257 19.15157528029257 58586.33153939992 58575.31427079998 18.033472143308842 18.34205405697323 18.033472143308842 1.6700275230224384 1.8466329117269402 0.7023030180928497 199.66692492201952 1.914141998432415 0.00022399958811858411 14.980689942241312 16.055781292562486 15.331111162766218 0.97 """""" """""" """""" """""" 0 False True all False False 0 1.8466329117269402 0.7023030180928497 199.66692492201952 1.914141998432415 0.00022399958811858411 14.980689942241312 16.055781292562486 15.331111162766218 0.97 False False 0.3 0.7 1.5 0.02 8 3 11.017268599942327 0.7023030180928497 1.8466329117269402 0.7246701297962677 0.38031544528038747 -2.286272764410743 -2.7023609805426236 False 0.0508 Inputed -18.755944178421164 -18.447362264756777 """""" """""" """"""
-0.13837358336305433 0.3690795855239509 -10.87926947442066 18.745246981363614 5754.46152183682 142.75785311433083 19 12 12 34.038715299684554 46 True True 2019cza 131.50526375 3.6343208055555 SNIa 0.07671 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 131.50526375 3.6343208055555 TNS 2019cza ZTF19aapcvdi 2019cza SNIa 0.07671 -0.014734179496912247 0.4215118302398082 0.08272731061792626 0.18764387548642958 0.4215118302398082 0.6904471319237118 12.343415265669371 12.343415265669371 21.695300034015183 21.695300034015183 58591.16788189998 58575.14847220015 18.544719551165613 18.544719551165613 18.56668343258572 1.6177187678663156 4.046240700713771 8.168474713648815 131.503617173739 3.63588545898615 0.004098060603268894 15.865993616410494 16.753103365211487 16.229437698574067 0.99 """""" """""" """""" """""" 1 False True all False False 0 0.7 8.003616756659408 131.503166385982 3.63507012580971 0.7074371733151293 24.283323809432982 23.08878553332329 24.697433534173964 0.3 False False 0.3 0.7 1.5 0.02 8 3 16.019409699831158 8.168474713648815 4.046240700713771 0.5236656666374202 2.0187812139321983 -1.7916161859541262 -2.3372457340116526 False 0.07671 Inputed -19.13049202173751 -19.152455903157616 """""" """""" """"""
-0.10348872866336348 0.5152339176513272 -4.411058457836641 17.681014503344056 5894.760922350872 201.6263019477836 51 36 36 31.98150460002944 52 True True 2020naj 209.91274999999996 29.710119444444445 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 209.91274999999996 29.710119444444445 TNS 2020naj ZTF20abgfekk 2020naj SNIa 0.05 -0.11548441342749172 0.15670747599403612 -0.052763705598749766 0.01341619529757665 0.15670747599403612 0.31553628511121445 16.98128238162278 16.98128238162278 15.000222218406659 15.000222218406659 59034.19979170011 59019.21524310019 17.415511912358365 17.415511912358365 17.578335288686038 0.6316380208098304 1.5779459853801183 0.22096440499381215 209.9126958153765 29.7101588471895 0.0022431624045053944 18.468363412873742 19.042879041713476 18.702455368448497 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.5779459853801183 0.22096440499381215 209.9126958153765 29.7101588471895 0.0022431624045053944 18.468363412873742 19.042879041713476 18.702455368448497 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.984548599924892 0.22096440499381215 1.5779459853801183 0.34042367326497924 0.14003293334567662 1.627367129355111 1.1241200797624593 False 0.05 Inputed -19.176203342489238 -19.33902671881691 """""" """""" """"""
-0.19022594631634077 0.18247996795499735 -11.054370195919434 17.441355425109634 5709.301939704788 121.26178651493575 67 44 44 74.82957180030644 60 True True 2019fdc 240.27767749999 49.009743972222 SNIa 0.0426 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 240.27767749999 49.009743972222 TNS 2019fdc ZTF19aaujzqh 2019fdc SNIa 0.0426 0.016238535217965477 0.5560677696598155 0.1345657273555041 0.26351041275032117 0.5560677696598155 0.9000672101935194 13.854423734368137 13.854423734368137 60.9751480659383 60.9751480659383 58632.35149310017 58616.385300899856 16.857364280711675 16.857364280711675 17.01014047010406 8.413659103185358 4.761140786149143 3.1998471696958184 240.27637839347352 49.00949112975105 0.0014723944490373508 14.872658484103681 15.844704620494843 15.223925354581475 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.761140786149143 3.1998471696958184 240.27637839347352 49.00949112975105 0.0014723944490373508 14.872658484103681 15.844704620494843 15.223925354581475 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.966192200314254 3.1998471696958184 4.761140786149143 0.6207792659133684 0.6720757300444975 -1.0126596602168316 -1.7862151155225838 False 0.0426 Inputed -19.392772623167218 -19.545548812559602 """""" """""" """"""
-0.17762962214206246 0.22940118723333178 -4.5586438173546595 19.630815042904494 5764.670741308092 150.11984817019277 48 27 27 47.83053240040317 39 True False 2020ycx 55.890924999999996 -11.325994444444444 SNIa 0.119 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 55.890924999999996 -11.325994444444444 TNS 2020ycx ZTF20acllntr 2020ycx SNIa 0.119 -0.07692734814309432 0.3149955926302752 0.010986849849984992 0.1053808305631243 0.3149955926302752 0.5548566920602198 12.683905820830809 12.683905820830809 35.14662657957236 35.14662657957236 59151.31766200019 59142.363611099776 18.949408275970804 18.949408275970804 19.108876599389184 0.9096413428514396 0.9108082380538534 2.6215338021955152 55.89165001 -11.32615229 0.012570276416234094 20.7195862498641 21.771070019602774 21.093914001107215 0.7 """""" """""" """""" """""" 1 False True all False False 0 0.7 1.2495315586553861 55.89126981 -11.32607296 0.021173275981531625 22.81 23.64 23.27 0.7 False False 0.3 0.7 1.5 0.02 8 3 8.954050900414586 2.6215338021955152 0.9108082380538534 0.677156018495559 2.878249990137344 2.821661743631971 1.9850374017180314 False 0.119 Inputed -19.560966275124937 -19.720434598543317 """""" """""" """"""
-0.3038168697775878 0.683815365720387 -11.220124425471802 10.59318768456822 8956.191576291027 380.0932753340633 25 10 10 14.977534800302237 99 True True 2021vta 28.054416666666665 67.02423888888889 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 28.054416666666665 67.02423888888889 TNS 2021vta ZTF21abrlwud 2021vta CV 0.0 -0.5191341454689749 -0.4333752959099293 -0.4987030576508964 -0.47761143820977203 -0.4333752959099293 -0.3862813671475749 -9.900283551843948 -9.900283551843948 24.877818352146186 24.877818352146186 59434.430636600126 59434.36177079985 11.095812392726252 11.095812392726252 11.93411984330055 132.0583571656962 0.8134106257706046 0.3039049260126164 28.0545194560617 67.0243131624081 0.00047670308825342733 18.134406650009154 17.09038286087036 17.379127286224364 0.0 """""" """""" """""" """""" 0 False True all False False 0 0.8134106257706046 0.3039049260126164 28.0545194560617 67.0243131624081 0.00047670308825342733 18.134406650009154 17.09038286087036 17.379127286224364 0.0 False False 0.3 0.7 1.5 0.02 8 3 0.06886580027639866 0.3039049260126164 0.8134106257706046 -0.2887444253540039 0.373618091999603 5.994570468144108 5.445007442923814 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.1738759336683102 0.24031423170674993 -12.115657515629445 18.657744263118303 5807.48211542718 186.50891458354545 32 19 19 52.88268519984558 43 True False 2021tle 342.4758041666666 -16.534144444444447 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 342.4758041666666 -16.534144444444447 TNS 2021tle ZTF21abmcori 2021tle SNIa 0.08 -0.04179822715660464 0.2737895275393356 0.03055081921987224 0.10714431543209457 0.2737895275393356 0.45965476890427226 11.050286343716818 11.050286343716818 41.83239885612876 41.83239885612876 59425.37645829981 59410.41065970017 18.113982484194537 18.113982484194537 18.465985913124893 2.9155588431152246 2.5150971322949554 1.6277768503011267 342.47608028 -16.53451103 0.002211334529868547 17.09786058139801 18.00086892874241 17.50278597548008 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.5150971322949554 1.6277768503011267 342.47608028 -16.53451103 0.002211334529868547 17.09786058139801 18.00086892874241 17.50278597548008 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.965798599645495 1.6277768503011267 2.5150971322949554 0.49808295326232965 0.6472023801386255 -0.1131135554521272 -0.9631999376448128 False 0.08 Inputed -19.323948108946485 -19.67595153787684 """""" """""" """"""
-0.12797882620772402 0.12692005586464392 -21.696972608301273 18.14878144882694 4351.830363306046 98.90394421985073 19 16 16 48.95466429973021 64 True True 2020av 190.34554166666666 -11.155830555555555 SNIa 0.047977 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 190.34554166666666 -11.155830555555555 TNS 2020av ZTF20aabqbxm 2020av SNIa 0.047977 0.6950804242272746 1.7100051622729993 0.9136943893589233 1.1544276178595396 1.7100051622729993 2.379111288737075 17.45235706582685 17.45235706582685 31.502307233903363 31.502307233903363 58873.50508099981 58850.48496530019 17.873121236806252 18.03484719518305 17.873121236806252 3.9213841875677766 2.9395200679664217 3.6551345855116653 190.3465184131765 -11.15549508104175 0.0005541135772202388 14.565920602658988 15.683599288549424 14.93110798414588 0.99 """""" """""" """""" """""" 0 False True all False False 0 2.9395200679664217 3.6551345855116653 190.3465184131765 -11.15549508104175 0.0005541135772202388 14.565920602658988 15.683599288549424 14.93110798414588 0.99 False False 0.3 0.7 1.5 0.02 8 3 23.020115699619055 3.6551345855116653 2.9395200679664217 0.7524913044035433 1.2434460391489384 -2.3512479066336276 -2.942013252660372 False 0.047977 Inputed -18.790694527707775 -18.628968569330976 """""" """""" """"""
-0.1516597540680584 0.1995506164613422 -7.091844430417919 18.46142295979395 5821.95070748423 108.75364684737482 39 32 32 63.99351849965751 44 True True 2020bm 221.13581374999 35.105382222222 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 221.13581374999 35.105382222222 TNS 2020bm ZTF20aabqjht 2020bm SNIa 0.08 -0.04472884287195811 0.5416010146118886 0.08163735201831201 0.22084367360366386 0.5416010146118886 0.9259639669852824 16.472511076249486 16.472511076249486 47.52100742340803 47.52100742340803 58863.453854199965 58850.51649310021 17.840406171834076 17.840406171834076 18.047145481952303 1.6376673708702274 1.028189926460761 0.5007905380512284 221.13571104332 35.10549308775465 0.005587130225096493 20.729563981186153 21.28197394783139 21.12307087446451 0.9099999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.028189926460761 0.5007905380512284 221.13571104332 35.10549308775465 0.005587130225096493 20.729563981186153 21.28197394783139 21.12307087446451 0.9099999999999999 False False 0.3 0.7 1.5 0.02 8 3 12.937361099757254 0.5007905380512284 1.028189926460761 0.15890307336687925 0.4870603428055859 3.4415677759973136 3.0759253925122074 False 0.08 Inputed -19.742788540119076 -19.949527850237303 """""" """""" """"""
-0.007216702379131091 0.3591512959634533 -20.25732622206099 17.98971661286135 4538.887108480974 163.6080764982222 52 38 38 72.89226850029081 121 True True 2021djy 266.75532499999997 5.803525 SNII 0.056 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 266.75532499999997 5.803525 TNS 2021djy ZTF21aalodzw 2021djy SNII 0.056 0.42995736315579336 0.9267407494300919 0.5432766425599453 0.6636136173018841 0.9267407494300919 1.2223609931177393 131.62915249104287 131.62915249104287 -58.73688399075206 -58.73688399075206 59273.489467599895 59263.49765049992 17.895179598870563 18.079057100269935 17.895179598870563 1.4038052422686718 3.3456297395858705 7.211297647757326 266.7570571962725 5.802503857068546 0.0023371303292811785 15.536375941514969 16.182224336509705 15.782333690710068 0.9916666666666667 """""" """""" """""" """""" 5 False True all False False 0 0.7 4.594396528244371 266.755899 5.80466633 0.027739088154494218 20.69620374045372 20.89469648962021 21.115908522701265 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.99181709997356 7.211297647757326 3.3456297395858705 0.39989064579963696 2.155438051746263 -1.89683276376023 -2.1128459081604944 False 0.056 Inputed -19.10849796592004 -18.924620464520668 """""" """""" """"""
-0.1683896714005954 0.35449506152377486 -5.786279785446146 18.01754892575084 4962.547621005295 234.9646633917945 106 50 50 38.025127300061285 98 True True 2020rsi 355.94686249999995 51.24149166666667 SNIa 0.043 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 355.94686249999995 51.24149166666667 TNS 2020rsi ZTF20abucjsa 2020rsi SNIa 0.043 0.12140953827799095 0.39754139427735424 0.18599366487515923 0.25347915006035393 0.39754139427735424 0.5544054075155209 11.527937419794307 11.527937419794307 26.49718988026698 26.49718988026698 59090.498645800166 59079.34312500013 17.717893732776876 17.77024233324355 17.717893732776876 0.6165581947459635 2.6467269874370247 0.7109534081343013 355.94693113 51.24129891 0.0010009792544553031 16.027211317253112 17.156781800556182 16.47662319355011 0.99 """""" """""" """""" """""" 0 False True all False False 0 2.6467269874370247 0.7109534081343013 355.94693113 51.24129891 0.0010009792544553031 16.027211317253112 17.156781800556182 16.47662319355011 0.99 False False 0.3 0.7 1.5 0.02 8 3 11.155520800035447 0.7109534081343013 2.6467269874370247 0.6801586070060708 0.26861607242035856 -0.6134605326873697 -1.2412705392267647 False 0.043 Inputed -18.70552212175933 -18.653173521292654 """""" """""" """"""
-0.15226015728215037 0.28832835482352304 -5.892232445965208 19.32590368545778 5638.624491044611 90.88309067139556 59 19 19 34.039594900328666 82 True False 2020pir 268.64554166666665 19.695547222222224 SNIa 0.111 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 268.64554166666665 19.695547222222224 TNS 2020pir ZTF20abloktg 2020pir SNIa 0.111 -0.002668914288346258 0.7504253631923135 0.15522410846028478 0.3322230306924787 0.7504253631923135 1.2675788801598031 11.364168029814108 11.364168029814108 22.675426870514556 22.675426870514556 59053.337303199805 59044.24886569986 18.99261657890438 18.99261657890438 19.027418121909697 0.5846846290151672 1.8820373485021429 1.5812110758742681 268.6453885 19.6959621 0.0014865873490893522 17.255142490148543 18.521194880962373 17.700766669940947 0.9400000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.8820373485021429 1.5812110758742681 268.6453885 19.6959621 0.0014865873490893522 17.255142490148543 18.521194880962373 17.700766669940947 0.9400000000000001 False False 0.3 0.7 1.5 0.02 8 3 9.08843749994412 1.5812110758742681 1.8820373485021429 0.8204282110214258 0.840159243987749 -0.47142169794200584 -1.3266514519687505 False 0.111 Inputed -19.487832274621596 -19.522633817626915 """""" """""" """"""
-0.04174338357142312 0.2885152054404621 -24.342604134440776 18.479672509281276 5271.259938478431 268.57950302353004 67 14 14 59.952268599998206 52 True True 2019vas 258.4810833333333 21.66795 SNIIn 0.159 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 258.4810833333333 21.66795 TNS 2019vas ZTF19actabny 2019vas SNIIn 0.159 0.12983213012690342 0.3701212076402811 0.18650817211528903 0.24540528611394663 0.3701212076402811 0.5045167663668444 5.434749374285062 5.434749374285062 54.517519225713144 54.517519225713144 58854.56971060019 58854.56971060019 18.092102467528914 18.924460055555524 18.092102467528914 0.6549960675454001 0.9812746925568898 18.734951560878947 258.47758697448853 21.663884912094552 0.1793722636696783 19.665182387030125 21.66238562105417 20.318515476288795 0.89375 """""" """""" """""" """""" 6 False True all False False 0 0.8283604142557133 11.928396933001167 258.4826634937385 21.6649797547544 0.4375161682136621 22.248734166090486 22.71510097160339 21.976315948586464 0.17500000000000002 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.0 0.0 0.0 0.0 4.715539944444476 5.177897532471086 True 0.159 Inputed -21.223304828035456 -20.390947240008845 """""" """""" """"""
-0.17511294735865107 0.21813831044390297 -4.133868216517577 19.175933679363787 5536.898001882311 128.4717734862389 18 13 13 40.00133100012317 37 True True 2021dhf 211.6923458333333 6.3716 SNIa 0.081759 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 211.6923458333333 6.3716 TNS 2021dhf ZTF21aalxpnl 2021dhf SNIa 0.081759 -0.02206866771222593 0.46804881135875576 0.08605141489724843 0.20339352648436915 0.46804881135875576 0.7768849592769129 13.580383148115324 13.580383148115324 26.42094785200785 26.42094785200785 59264.41200229991 59255.39285880001 18.73635640883509 18.73635640883509 18.85258565248699 2.662572098164286 2.5744202908601195 1.670236952258344 211.6927798081455 6.371770995239305 0.0011507556685858011 16.175580436736347 17.392660186810495 16.633650201574564 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.5744202908601195 1.670236952258344 211.6927798081455 6.371770995239305 0.0011507556685858011 16.175580436736347 17.392660186810495 16.633650201574564 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 9.019143499899656 1.670236952258344 2.5744202908601195 0.7590099852359309 0.6487817697009816 -1.3436962220245938 -2.2189354509124257 False 0.081759 Inputed -18.98540956515153 -19.101638808803433 """""" """""" """"""
-0.32855034408958483 0.5059121340745867 -4.414845271242246 18.277166168747392 6526.742014924033 188.6009332383507 8 8 8 9.033472300041467 75 True False 2017ffy 330.76220791666 36.425919 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 330.76220791666 36.425919 TNS 2017ffy ZTF18abskbng 2017ffy CV 0.0 -0.23231760185437622 0.030771164631801184 -0.1721910408042504 -0.1084092037893214 0.030771164631801184 0.18656155613822278 0.6469260827722194 0.6469260827722194 8.386546217269247 8.386546217269247 58366.25648149988 58363.268645800184 17.83006191637136 17.83006191637136 18.22952460030923 20.26440837786662 0.7690720478396523 7.0189054586465724 330.7637133 36.42439122 0.1676442924663344 22.103924412155152 23.64 23.030854608917235 0.15 """""" """""" """""" """""" 2 False True all False False 0 0.8609952954325398 3.3301126231739873 330.7627514 36.42673414 0.006790694180437207 19.48225723128319 19.953522207164763 19.629135247564317 0.0 False False 0.3 0.7 1.5 0.02 8 3 2.9878356996923685 0.0 0.0 0.0 0.0 5.809938083628641 5.04047539969077 True 0.0 Inputed """""" """""" """""" """""" """"""
-0.18903988268516933 0.23123857982126966 -7.801198849496336 18.931609804170982 5577.169898642361 167.61338641244203 31 23 23 54.965219900012016 57 True True 2020aazq 177.05895833333332 13.520580555555556 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 177.05895833333332 13.520580555555556 TNS 2020aazq ZTF20actvpyc 2020aazq SNIa 0.08 -0.01254940771137214 0.3514614821867852 0.07014157076408623 0.15820378645060984 0.3514614821867852 0.5693793785479215 11.969431619486947 11.969431619486947 42.99578828052507 42.99578828052507 59188.541504600085 59176.51688659983 18.39754798567481 18.39754798567481 18.55373494285762 0.6950024713166751 0.5005443927606669 0.27913299554316084 177.058931097617 13.5205076807384 0.0006901918362252069 19.846175583310128 20.25530062758684 20.055994793735742 0.045 """""" """""" """""" """""" 0 False True all False False 0 0.5005443927606669 0.27913299554316084 177.058931097617 13.5205076807384 0.0006901918362252069 19.846175583310128 20.25530062758684 20.055994793735742 0.045 False False 0.3 0.7 1.5 0.02 8 3 12.02461800025776 0.27913299554316084 0.5005443927606669 0.19930583385109912 0.5576588202370036 1.8577526419120325 1.5022598508781222 False 0.08 Inputed -19.23619907921376 -19.39238603639657 """""" """""" """"""
-0.15299518882225477 0.2862637483052184 -7.54431480132725 18.63637025694003 5618.949350255791 144.36208545789134 47 32 32 59.80055550020188 55 True True 2020acoe 123.72345416666664 29.11744722222222 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 123.72345416666664 29.11744722222222 TNS 2020acoe ZTF20acwncbd 2020acoe SNIa 0.08 -0.014891503518121851 0.4157375838431747 0.08143470306487544 0.18504614523860852 0.4157375838431747 0.6806349997021357 12.60666751160298 12.60666751160298 47.1938879885989 47.1938879885989 59206.37038190011 59194.395092600025 18.0268506744693 18.0268506744693 18.363868603577025 1.3843306107159048 1.3964638396501843 0.9349304582441487 123.723161384737 29.1174022614256 0.0020575713063550882 18.54283447593212 19.114375830305814 18.89449564352274 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.3964638396501843 0.9349304582441487 123.723161384737 29.1174022614256 0.0020575713063550882 18.54283447593212 19.114375830305814 18.89449564352274 0.99 False False 0.3 0.7 1.5 0.02 8 3 11.975289300084114 0.9349304582441487 1.3964638396501843 0.21988018678307597 0.6694985088037437 1.0875251558365129 0.5306270399457134 False 0.08 Inputed -19.426065418494353 -19.763083347602077 """""" """""" """"""
-0.19143899262249342 0.1585770388188712 -6.298718013434728 17.77229146880496 5541.335740834475 105.2019624344168 87 60 60 72.98697920003906 86 True False 2019hgw 271.07695791666 29.733419 SNIa 0.037 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 271.07695791666 29.733419 TNS 2019hgw ZTF19aaxfzao 2019hgw SNIa 0.037 0.014279986086595642 0.6524494883598138 0.15138198073887565 0.3027133117005967 0.6524494883598138 1.0732508135685173 15.453829114081207 15.453829114081207 57.53315008595785 57.53315008595785 58650.44292820012 58638.30971059995 17.207359357580607 17.207359357580607 17.276888131128775 3.10618249987762 5.592198052172907 3.748031982857514 271.07806157 29.73301219 0.00246074758082937 15.126468253993988 20.336193699169158 15.850084186697007 1.0 """""" """""" """""" """""" 0 False True all False False 0 5.592198052172907 3.748031982857514 271.07806157 29.73301219 0.00246074758082937 15.126468253993988 20.336193699169158 15.850084186697007 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.133217600174248 3.748031982857514 5.592198052172907 4.486109512472151 0.6702251865706326 3.1288343415885507 -1.426803944431768 False 0.037 Inputed -18.81704506812234 -18.886573841670508 """""" """""" """"""
-0.030467519078119454 0.5584780433902015 -22.685937372338767 17.444064519314455 4918.994928520929 172.9998027701617 211 21 21 67.89934020023793 98 True False 2020nov 254.55404166666662 2.1175111111111113 TDE 0.084 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 254.55404166666662 2.1175111111111113 TNS 2020nov ZTF20abisysx 2020nov TDE 0.084 0.3031827088925283 0.7376294638108547 0.4026468566489143 0.5080265045417178 0.7376294638108547 0.9943472007806946 64.3334359782167 64.3334359782167 3.565904222021228 3.565904222021228 59095.13189810002 59027.232557899784 17.472953395888958 17.52324297418675 17.472953395888958 0.5332479845153688 2.802406141604806 0.17191406338528492 254.55407588 2.11754445 0.0011031102059235742 16.026993234062196 16.961979057979583 16.40418611917496 0.9099999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.802406141604806 0.17191406338528492 254.55407588 2.11754445 0.0011031102059235742 16.026993234062196 16.961979057979583 16.40418611917496 0.9099999999999999 False False 0.3 0.7 1.5 0.02 8 3 67.89934020023793 0.17191406338528492 2.802406141604806 0.5577929388046243 0.061345163655271547 -0.5612639162071673 -1.0687672767139986 False 0.084 Inputed -20.424816634192524 -20.37452705589473 """""" """""" """"""
-0.018327183084300987 0.4767106231650405 -25.107178851798565 18.73786846147405 4587.327038864189 498.4876030893363 222 132 132 74.99987269984558 69 True True 2020kro 10.033999999999997 38.83175000000001 SNIIn 0.128 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 10.033999999999997 38.83175000000001 TNS 2020kro ZTF20aazffau 2020kro SNIIn 0.128 0.28497047175643075 0.42309627355223256 0.31846191391653633 0.3526395744706292 0.42309627355223256 0.4964279346631528 15.396166741571413 15.396166741571413 59.60370595827417 59.60370595827417 59018.4716897998 59018.39166670013 18.535375353973237 18.841530760866014 18.535375353973237 0.48175620661424395 0.9787805223927876 0.6061990687907417 10.0337885222735 38.831715132750745 0.0010712878444475438 18.637935593913795 19.244341864323616 18.95560268793583 0.9833333333333335 """""" """""" """""" """""" 0 False True all False False 0 0.9787805223927876 0.6061990687907417 10.0337885222735 38.831715132750745 0.0010712878444475438 18.637935593913795 19.244341864323616 18.95560268793583 0.9833333333333335 False False 0.3 0.7 1.5 0.02 8 3 0.080023099668324 0.6061990687907417 0.9787805223927876 0.2887391763877858 0.6193411647677559 0.4028111034576014 0.42022733396259326 False 0.128 Inputed -20.296603912851822 -19.990448505959044 """""" """""" """"""
-0.20125232152370143 0.16342419233694402 -8.324112632547372 18.396117629696832 5430.300204402297 105.60721065726332 95 69 69 72.87292819982395 34 True True 2021dev 162.600625 0.926925 SNIa 0.054224 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 162.600625 0.926925 TNS 2021dev ZTF21aalgszc 2021dev SNIa 0.054224 0.06914722890775238 0.7299713443725473 0.2114148405452667 0.3682291556860875 0.7299713443725473 1.1643719294289312 12.592936251608963 12.592936251608963 60.279991948214985 60.279991948214985 59274.23409719998 59262.31771990005 17.835332608783986 17.835332608783986 17.89365985773182 1.5048901318944627 2.6678701911408376 4.311341576766913 162.601727127331 0.9273938996632516 0.004395027067088719 17.317775418186187 17.981278975560663 17.575330217859744 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.6678701911408376 4.311341576766913 162.601727127331 0.9273938996632516 0.004395027067088719 17.317775418186187 17.981278975560663 17.575330217859744 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 11.9163772999309 4.311341576766913 2.6678701911408376 0.4059487577009193 1.616023744739729 0.14594636677667694 -0.31832963987207563 False 0.054224 Inputed -19.039137631492128 -19.09746488043996 """""" """""" """"""
-0.17953138929232215 0.14666325892634635 -12.727211531311792 17.403034819990093 5342.519380524822 100.97096848969326 55 33 33 74.85804399987683 54 True False 2020adjx 44.92870833333333 33.1597 SNIa 0.04106478941915 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 44.92870833333333 33.1597 TNS 2020adjx ZTF20aczacag 2020adjx SNIa 0.04106478941915 0.16303381457655775 0.9060355125806403 0.3222767705855958 0.49828264200910866 0.9060355125806403 1.398608134681595 17.94527436186855 17.94527436186855 56.91276963800828 56.91276963800828 59224.2652083002 59204.285092600156 16.868735660677405 16.906323073373883 16.868735660677405 4.9109014629414895 2.1948162420626818 1.6620094770689762 44.92899591 33.16009393 0.0007429213581205962 15.974687358999251 16.803492876148223 16.281736190319062 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.1948162420626818 1.6620094770689762 44.92899591 33.16009393 0.0007429213581205962 15.974687358999251 16.803492876148223 16.281736190319062 1.0 False False 0.3 0.7 1.5 0.02 8 3 19.980115700047463 1.6620094770689762 2.1948162420626818 0.5217566858291605 0.7572431100231993 -0.10283019722566067 -0.586999470358343 False 0.04106478941915 Inputed -19.45367536635844 -19.41608795366196 """""" """""" """"""
-0.0075096576684934606 0.4138773319635172 -17.558223506395393 18.657203591445256 4844.027491824643 208.3567506662199 19 12 12 45.003298699855804 83 True True 2019xct 9.708866666666664 -8.317905555555555 SNIIb 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 9.708866666666664 -8.317905555555555 TNS 2019xct ZTF19aczmnqy 2019xct SNIIb 0.03 0.25136967000845445 0.5940705059234332 0.3309689568173795 0.4145188073446775 0.5940705059234332 0.7912952552439023 116.91630202089412 116.91630202089412 -71.91300332103832 -71.91300332103832 58853.12700230023 58836.1259606001 18.566824983672333 18.651448870893944 18.566824983672333 1.725235154345567 0.7 0.5168169682356925 9.708972346712049 -8.318003917195146 0.004335909655817982 21.31473800584316 21.594742671375272 21.58947598625779 0.325 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.5168169682356925 9.708972346712049 -8.318003917195146 0.004335909655817982 21.31473800584316 21.594742671375272 21.58947598625779 0.325 False False 0.3 0.7 1.5 0.02 8 3 17.00104170013219 0.5168169682356925 0.7 0.005266685117483405 0.7383099546224179 2.943293800481328 3.022651002585455 False 0.03 Inputed -17.067972469952995 -16.983348582731384 """""" """""" """"""
-0.031844637829542596 0.3494194037397167 -24.351554504648895 19.484362787386722 5189.204737942675 139.0794644646311 56 35 35 66.87429399974644 39 True True 2021otc 229.2524083333333 22.096474999999998 SNIc-BL 0.4 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 229.2524083333333 22.096474999999998 TNS 2021otc ZTF21abeafwt 2021otc SNIc-BL 0.4 0.2873540603349376 0.8383059258026222 0.41077687180592903 0.5433858654519064 0.8383059258026222 1.176800579380206 50.56428041430599 50.56428041430599 16.31001358544045 16.31001358544045 59411.215729199816 59369.31902780011 19.20742315990866 19.403067534493005 19.20742315990866 0.9741180792998877 1.0761266162307574 6.866398823056205 229.2515530111695 22.098209897761002 0.034356917813115784 19.918195763201712 20.992118857812883 20.190478656289578 0.9650000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.0761266162307574 6.866398823056205 229.2515530111695 22.098209897761002 0.034356917813115784 19.918195763201712 20.992118857812883 20.190478656289578 0.9650000000000001 False False 0.3 0.7 1.5 0.02 8 3 41.89670139970258 6.866398823056205 1.0761266162307574 0.8016402015233055 6.380660713612365 1.5890513233198789 0.983055496380917 False 0.4 Inputed -22.178671576847997 -21.983027202263653 """""" """""" """"""
-0.14360471986296888 0.347903133521573 -2.4968254430825114 18.533687147749525 5151.797648772359 131.7281016534768 18 12 12 30.99837959976867 49 True False 2019heh 154.6628125 75.524367 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 154.6628125 75.524367 TNS 2019heh ZTF19aaxptsd 2019heh SNIa 0.06 0.05886936521538644 0.5644223231261023 0.1709546337770682 0.29220392368642223 0.5644223231261023 0.8803696515740036 13.83327238696305 13.83327238696305 17.16510721280562 17.16510721280562 58649.180428199936 58640.202673600055 18.29883441960079 18.29883441960079 18.303402165225215 1.8442508176719314 3.029954908963173 6.922838261194267 154.66425475 75.52247809 0.002969442377138143 16.028128949701784 16.69784592590332 16.32515067948103 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.029954908963173 6.922838261194267 154.66425475 75.52247809 0.002969442377138143 16.028128949701784 16.69784592590332 16.32515067948103 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.977754599880427 6.922838261194267 3.029954908963173 0.372695246422289 2.2847991040114874 -1.6009884936974714 -1.9782514857441846 False 0.06 Inputed -18.852098815972585 -18.85666656159701 """""" """""" """"""
-0.02783982195782148 0.5202485347108148 -20.264951028699755 17.41658928580977 5185.213759514005 260.24587354233904 29 29 29 70.98747680010274 41 True True 2018kfn 240.677 15.236460999999 SNII 0.0154 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 240.677 15.236460999999 TNS 2018kfn ZTF18acvilwk 2018kfn SNII 0.0154 0.13535497253366557 0.38489431112298433 0.19410676704446317 0.25523302518576685 0.38489431112298433 0.5249325906820737 3.206773438938317 3.206773438938317 67.78070336116443 67.78070336116443 58476.53483799985 58476.53483799985 17.298455250298236 17.518021088012762 17.298455250298236 0.4095299781679919 3.523311170331145 2.986218400983972 240.676262436911 15.23688720658025 0.002006064997454371 15.995963063133956 16.69705754558325 16.25036456348419 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.523311170331145 2.986218400983972 240.676262436911 15.23688720658025 0.002006064997454371 15.995963063133956 16.69705754558325 16.25036456348419 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 0.0 2.986218400983972 3.523311170331145 0.4466929820990586 0.8475602229318016 -0.8209635424295136 -1.0480906868140458 False 0.0154 Inputed -16.8803425445868 -16.660776706872273 """""" """""" """"""
-0.11592531390680286 0.277185753812635 -9.690411438613626 18.55550496484294 5111.33958950194 115.87139899856174 63 34 34 66.87600699998438 36 True True 2020uzw 27.120524999999997 12.896144444444444 SNIa 0.0744 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 27.120524999999997 12.896144444444444 TNS 2020uzw ZTF20achbekh 2020uzw SNIa 0.0744 0.16581386677038878 0.7975180884549147 0.30392363868326555 0.45465462326556505 0.7975180884549147 1.202261699789915 13.418381393588204 13.418381393588204 53.45762560639618 53.45762560639618 59140.359201400075 59128.318460599985 18.247346131017853 18.340492288218424 18.247346131017853 1.1427806601243478 1.8996360054791241 2.0492483098524974 27.1202382044338 12.89664030202505 0.0010317983354100058 16.627561462633608 17.571903017702105 16.963692430748942 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.8996360054791241 2.0492483098524974 27.1202382044338 12.89664030202505 0.0010317983354100058 16.627561462633608 17.571903017702105 16.963692430748942 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 12.040740800090134 2.0492483098524974 1.8996360054791241 0.6082105869531631 1.0787584063167082 -0.7685892705163191 -1.2836537002689106 False 0.0744 Inputed -19.382324940098215 -19.289178782897643 """""" """""" """"""
-0.017392924457688207 0.1380105147057574 -14.811469724555618 17.181418910322293 5509.534620988474 174.25918724526267 201 119 119 73.86229169974104 44 True True 2019twk 35.772044583333 46.882405944444 SNII 0.0121 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 35.772044583333 46.882405944444 TNS 2019twk ZTF19aclobbu 2019twk SNII 0.0121 0.05732125586756709 0.42443656570714694 0.1411289946526324 0.23009462627345556 0.42443656570714694 0.6423341503286224 106.01339082258042 106.01339082258042 -32.15109912283938 -32.15109912283938 58795.23513890011 58788.274131900165 16.84144195290764 16.84144195290764 16.873938952795687 7.091611328395243 2.361944435804378 0.5389664539108618 35.772157741789144 46.882534131571 0.001430493425760626 16.803515717897415 17.23966162179947 16.910951012530326 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.361944435804378 0.5389664539108618 35.772157741789144 46.882534131571 0.001430493425760626 16.803515717897415 17.23966162179947 16.910951012530326 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 6.961006999947131 0.5389664539108618 2.361944435804378 0.3287106092691445 0.2281876092175355 0.39821966889183 0.03701205973463928 False 0.0121 Inputed -16.779334536238085 -16.81183153612613 """""" """""" """"""
-0.05643179758464416 0.27957619873460704 -33.78902132656307 17.801378597637 4269.1230782339035 471.3843692042777 19 16 16 68.81188659975305 43 True False 2019voo 184.9272083333333 -12.225730555555556 SNIa 0.01391 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 184.9272083333333 -12.225730555555556 TNS 2019voo ZTF19acrichx 2019voo SNIa 0.01391 0.4464653081620824 0.6071024969792376 0.4853729785671881 0.5251058793712424 0.6071024969792376 0.6925682957566508 -6.287222854219213 -6.287222854219213 75.09910945397226 75.09910945397226 58835.48129629996 58830.56393520022 17.158358429896303 18.084750795956793 17.158358429896303 7.45865438501976 7.295797118105048 4.885008341729017 184.92585466 -12.22542882 0.0006449436004851705 12.66333442928791 13.48195650949478 12.928923129296303 0.95 """""" """""" """""" """""" 1 False True all False False 0 9.318282001712188 2.3638236237815953 184.92757612 -12.22518106 0.0010544003968124827 12.78530733897686 13.609206784319877 13.05918677046299 1.0 False False 0.3 0.7 1.5 0.02 8 3 4.917361099738628 4.885008341729017 7.295797118105048 0.5530333801984781 0.669564718241207 -4.602794286462013 -4.2294353006000005 False 0.01391 Inputed -16.798639058642834 -15.872246692582344 """""" """""" """"""
-0.35529808410168257 0.3525709092331474 -3.402000566731384 19.190345044261978 6327.269811150587 180.04840615777596 25 15 15 18.070625000167638 37 True True 2021dfz 204.1794958333333 52.50018055555555 SNIbn 0.102 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 204.1794958333333 52.50018055555555 TNS 2021dfz ZTF21aalkltz 2021dfz SNIbn 0.102 -0.20268468613070212 0.08259378156529351 -0.13771588039394445 -0.06863933895439445 0.08259378156529351 0.25257791162195886 5.664132914404141 5.664132914404141 12.406492085763496 12.406492085763496 59268.49811339984 59262.36614579987 18.744199481141482 18.744199481141482 18.905257576855774 0.3557479819217244 1.130816531169973 0.8285284393864306 204.179684993045 52.4999812885278 0.0034652493357819614 19.75918708209753 20.159522316036224 19.914352116460798 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.130816531169973 0.8285284393864306 204.179684993045 52.4999812885278 0.0034652493357819614 19.75918708209753 20.159522316036224 19.914352116460798 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 6.131967599969357 0.8285284393864306 1.130816531169973 0.2451701995754263 0.7326815770275422 1.4153228348947415 1.009094539605023 False 0.102 Inputed -19.422385419666167 -19.58344351538046 """""" """""" """"""
-0.16546772688649253 0.23838283525687975 -7.86408989978662 19.004563615253964 4826.310365637342 134.5572329055163 103 84 84 67.85276619996876 72 True True 2020ihc 253.05016666666663 45.21013888888889 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 253.05016666666663 45.21013888888889 TNS 2020ihc ZTF20aavnnzx 2020ihc SNIa 0.06 0.21590817327791 0.763802559169747 0.33805509669132405 0.4697063672601338 0.763802559169747 1.1031899813455865 18.758444181543453 18.758444181543453 49.0943220184253 49.0943220184253 58974.343645799905 58956.386713000014 18.55210330024722 18.624344304165145 18.55210330024722 3.6784917527113796 2.7781301586141085 1.3395701866760386 253.050419768345 45.2098122927308 0.006051890399167759 18.220260569581985 18.739764002221822 18.388278540316225 0.85 """""" """""" """""" """""" 0 False True all False False 0 2.7781301586141085 1.3395701866760386 253.050419768345 45.2098122927308 0.006051890399167759 18.220260569581985 18.739764002221822 18.388278540316225 0.85 False False 0.3 0.7 1.5 0.02 8 3 17.956932799890637 1.3395701866760386 2.7781301586141085 0.3514854619055967 0.48218409872642304 0.11541969805667662 -0.16382475993099632 False 0.06 Inputed -18.60339768095058 -18.531156677032655 """""" """""" """"""
-0.1630878164216435 0.22149842049497262 -9.030437949336523 18.551195698278143 5099.582427888683 241.79245618874742 23 11 11 65.8059258996509 39 True False 2019vnk 60.18145833333333 -9.000477777777778 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 60.18145833333333 -9.000477777777778 TNS 2019vnk ZTF19acvmfeg 2019vnk SNIa 0.06 0.10002589654115468 0.363741084352295 0.16180643473509093 0.22629399588553767 0.363741084352295 0.5130985076583627 14.084010603004202 14.084010603004202 51.7219152966467 51.7219152966467 58820.2104282002 58806.33848380018 17.64487922290036 17.64487922290036 18.433432007668294 3.5172084674697652 2.7753850048177515 10.417675445616943 60.1786072 -8.99981141 0.011598006009714834 17.17097302303314 17.736578692722322 17.352157782387735 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7613991308974315 5.54092206116587 60.18090763 -9.00191761 0.10832890748592183 22.073324892282486 24.40699044804573 23.518293230557443 0.275 False False 0.3 0.7 1.5 0.02 8 3 13.871944400016218 10.417675445616943 2.7753850048177515 0.3844209103345868 3.7535965019386675 0.09169946982196109 -1.0812742252805592 False 0.06 Inputed -18.722068973529506 -19.51062175829744 """""" """""" """"""
-0.08401620075012818 0.4220182902824612 -10.152811434360078 19.13190926386565 5355.019941900313 152.8671208208167 39 18 18 30.976018500048667 62 True True 2020aavr 134.95463749999996 38.10907777777778 SNII 0.072475 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 134.95463749999996 38.10907777777778 TNS 2020aavr ZTF18aacnlxz 2020aavr SNII 0.072475 0.07137083979481318 0.5013064215511562 0.16830823077592427 0.2720409812054214 0.5013064215511562 0.7622009973570378 7.183071404208347 7.183071404208347 23.79294709584032 23.79294709584032 59180.51541669993 59173.4478703998 18.883220974788827 18.883220974788827 19.038566373504782 0.9941622922598653 0.664316678591335 0.5013395678735953 134.954698877258 38.1089471587997 0.0004843026344615309 18.55812211040795 18.710180809645653 18.947045549161434 0.585 """""" """""" """""" """""" 0 False True all False False 0 0.664316678591335 0.5013395678735953 134.954698877258 38.1089471587997 0.0004843026344615309 18.55812211040795 18.710180809645653 18.947045549161434 0.585 False False 0.3 0.7 1.5 0.02 8 3 7.067546300124377 0.5013395678735953 0.664316678591335 -0.2368647395157808 0.7546695484699736 -0.1730401651431741 -0.0915208243433483 False 0.072475 Inputed -18.53325189373832 -18.688597292454276 """""" """""" """"""
-0.16489670356584465 0.14429448130257738 -8.324680808860322 17.875628871200693 5475.099183413613 93.26297135939267 49 28 28 56.98589119967073 34 True True 2020acmm 9.214324999999999 2.1703083333333333 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 9.214324999999999 2.1703083333333333 TNS 2020acmm ZTF20acxbbaj 2020acmm SNIa 0.06 0.07232809395434003 0.8423265506976989 0.23486837322705156 0.4162751704850933 0.8423265506976989 1.3655836680912863 18.41907110037506 18.41907110037506 38.56682009929567 38.56682009929567 59210.174652799964 59195.17097220011 17.318443262133528 17.318443262133528 17.336169944623208 2.769594043326156 1.377012285547054 3.4168345665289683 9.215215573894 2.169978415862365 0.0022515543609989974 17.61184423314989 18.531103519475458 17.96883141640246 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.377012285547054 3.4168345665289683 9.215215573894 2.169978415862365 0.0022515543609989974 17.61184423314989 18.531103519475458 17.96883141640246 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 15.003680599853396 3.4168345665289683 1.377012285547054 0.5622721030729991 2.481339202555874 1.2126602573419305 0.6326614717792509 False 0.06 Inputed -19.819331036574592 -19.837057719064273 """""" """""" """"""
-0.03110881877317439 0.3096526979563293 -7.077411390011376 18.701618068523793 5541.0868886018025 114.69020027986252 28 11 11 53.92787040024996 59 True True 2018grf 261.89767125 71.530258388888 SNII 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 261.89767125 71.530258388888 TNS 2018grf ZTF18abwlsoi 2018grf SNII 0.05 0.016861879447709782 0.5936431793023935 0.14234422357699472 0.2797433500449813 0.5936431793023935 0.9659393358086845 33.631991581917845 33.631991581917845 20.295878818332113 20.295878818332113 58382.19988430012 58379.17445599986 18.428087600888695 18.428087600888695 18.50001110481725 3.471967847032202 3.329142038660033 7.72789952289462 261.900901019558 71.53214550740495 0.00620092951174589 16.727670329328774 17.23928569360018 16.939575530285836 0.9649999999999999 """""" """""" """""" """""" 3 False True all False False 0 0.7 4.301834074654943 261.901397965868 71.5300740089188 0.18895444784764903 23.49573520820856 22.46938441417694 23.48224206134796 0.3 False False 0.3 0.7 1.5 0.02 8 3 3.025428300257772 7.72789952289462 3.329142038660033 0.2997101633143444 2.321288618254651 -1.1888019072885143 -1.5604355745314145 False 0.05 Inputed -18.254527526358025 -18.32645103028658 """""" """""" """"""
-0.005396395460341838 0.24788817269602226 -4.3641748896266535 18.448359413167942 5114.283203951216 192.1167603249953 107 69 69 74.0186804998666 31 True True 2019fkl 186.75366124999 62.163832611111 SNII 0.028 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 186.75366124999 62.163832611111 TNS 2019fkl ZTF19aavbjfp 2019fkl SNII 0.028 0.07466401459879535 0.40806361151984305 0.15144014119409377 0.23248203254378552 0.40806361151984305 0.6028859710173649 258.0613361581915 258.0613361581915 -184.04265565832492 -184.04265565832492 58622.16567130014 58618.20482640015 18.193535299813135 18.193535299813135 18.289267474468993 1.377708193288657 2.2721473423301246 1.7318679641495247 186.7540714178655 62.164273917139354 0.003586177515942701 17.95503224524021 18.4799585245198 18.147532680075166 0.985 """""" """""" """""" """""" 0 False True all False False 0 2.2721473423301246 1.7318679641495247 186.7540714178655 62.164273917139354 0.003586177515942701 17.95503224524021 18.4799585245198 18.147532680075166 0.985 False False 0.3 0.7 1.5 0.02 8 3 3.96084489999339 1.7318679641495247 2.2721473423301246 0.33242584444463574 0.7622163985076186 0.2864232247066667 -0.14173479439382675 False 0.028 Inputed -17.194635278523265 -17.290367453179122 """""" """""" """"""
-0.07729446828176388 0.3334102486844345 -4.989961980127302 18.44918305236363 4983.225081535185 57.187461450432046 11 9 9 17.850324099883437 44 True True 2018huz 29.483062083333 -16.33581480555 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 29.483062083333 -16.33581480555 TNS 2018huz ZTF18acbyyff 2018huz SNIa 0.07 0.21088083831113025 1.793671198102757 0.5125466031772099 0.8710242398328489 1.793671198102757 3.0649020630350634 21.09033169701494 21.09033169701494 -3.240007597131502 -3.240007597131502 58435.27142360015 58423.401481499895 17.998283671946616 18.48642141136926 17.998283671946616 8.756345730782247 1.9741536388443945 1.5003699606799867 29.4834963795068 -16.3358170315643 0.00040756035844768945 15.46199850098133 16.646329642235038 15.823586845425368 0.9650000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.9741536388443945 1.5003699606799867 29.4834963795068 -16.3358170315643 0.00040756035844768945 15.46199850098133 16.646329642235038 15.823586845425368 0.9650000000000001 False False 0.3 0.7 1.5 0.02 8 3 11.869942100252956 1.5003699606799867 1.9741536388443945 0.8227427968096706 0.7600066839571081 -1.8400917691342222 -2.1746968265212487 False 0.07 Inputed -19.49688227964418 -19.008744540221535 """""" """""" """"""
-0.16160914959473416 0.347183084631217 -11.099365917838634 17.64995174714573 5795.240876371301 207.8903005084335 6 6 6 9.06664349976927 64 True True 2018hva 279.71920791666 40.682869 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 279.71920791666 40.682869 TNS 2018hva ZTF18acaqcdg 2018hva SNIa 0.05 -0.05413556804570874 0.222885934003358 0.009925575557979016 0.0773632826907864 0.222885934003358 0.3835079192891975 -4.553306988528017 -4.553306988528017 13.619950488297288 13.619950488297288 58423.09310190007 58423.09310190007 17.504488289526524 17.551698949589404 17.504488289526524 4.211905362620273 1.764112054831541 2.5568934129774723 279.72010827 40.68306467 0.00412200076528102 18.4277254078269 18.613360060358048 18.649607817912102 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.764112054831541 2.5568934129774723 279.72010827 40.68306467 0.00412200076528102 18.4277254078269 18.613360060358048 18.649607817912102 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 2.5568934129774723 1.764112054831541 -0.036247757554054516 1.4493939917108247 1.0616611107686431 1.1451195283855782 False 0.05 Inputed -19.250050341648752 -19.20283968158587 """""" """""" """"""
-0.06737730286244907 0.3134711502528993 -9.152845653545242 19.688040168296606 5737.558256169582 222.66143859645584 21 8 8 17.940821799915284 64 True True 2019lrr 249.90298499999 10.0777175 SNIa 0.135 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 249.90298499999 10.0777175 TNS 2019lrr ZTF19abgrxlp 2019lrr SNIa 0.135 -0.05709112612630918 0.19916068549856192 0.002470735240372335 0.06496343420333517 0.19916068549856192 0.346368922733042 11.021047568562963 11.021047568562963 6.919774231352321 6.919774231352321 58685.189421299845 58682.23271990009 19.401522881876318 19.401522881876318 19.49045780133972 8.58143109596191 1.085558027033324 0.6886252253484513 249.902853103158 10.07785794849505 0.0035627074986823715 19.942845323114394 20.492298510479927 20.100511398291587 0.9650000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.085558027033324 0.6886252253484513 249.902853103158 10.07785794849505 0.0035627074986823715 19.942845323114394 20.492298510479927 20.100511398291587 0.9650000000000001 False False 0.3 0.7 1.5 0.02 8 3 2.956701399758458 0.6886252253484513 1.085558027033324 0.3917871121883394 0.6343513733949039 1.090775628603609 0.6100535969518681 False 0.135 Inputed -19.460051151553603 -19.548986071017005 """""" """""" """"""
-0.18924801006748723 0.18965084710199553 -6.749655941129911 17.48159631010462 5695.505374545783 112.38094509533006 235 151 151 73.01569449994713 79 True True 2021ixf 262.604875 37.01091111111111 SNIa 0.041 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 262.604875 37.01091111111111 TNS 2021ixf ZTF21aaublej 2021ixf SNIa 0.041 -0.02254769912203969 0.5510475687001417 0.10174745079356384 0.23819605315896553 0.5510475687001417 0.9236872205681195 15.987499443908009 15.987499443908009 57.028195056039124 57.028195056039124 59328.36422450002 59314.412210599985 16.874565359959494 16.874565359959494 17.03259468571 5.545257282548517 4.179992067958554 7.196784297319707 262.604803536233 37.008912819025454 0.0014448438222545157 14.601468323227166 15.451236229765415 14.893713954540491 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 2.848956522612591 262.605303583212 37.0101975615517 0.170742356551413 24.280697457420825 21.809427476935387 22.65819296828747 0.025 False False 0.3 0.7 1.5 0.02 8 3 13.952013900037855 7.196784297319707 4.179992067958554 0.5575222752249243 1.7217219985861145 -1.4233291301940785 -2.1388807311695075 False 0.041 Inputed -19.28635370795903 -19.444383033709535 """""" """""" """"""
-0.15844155367871676 0.43608305766334116 -3.113503006434433 17.93222389695846 5886.187125778041 82.33690046773678 52 31 31 34.04484950006008 40 True True 2021iyb 127.05279166666665 46.83636944444444 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 127.05279166666665 46.83636944444444 TNS 2021iyb ZTF21aatvcdl 2021iyb SNIa 0.05 -0.09387516941636775 0.6996904932741081 0.06890563157369911 0.2539395888673255 0.6996904932741081 1.2637748852267627 13.166014346495764 13.166014346495764 20.878835153564317 20.878835153564317 59325.21908560023 59314.17760419985 17.636703959813318 17.636703959813318 17.805913430298297 1.9573868387236848 1.0358153544387547 3.5926164319902703 127.0514745237025 46.8359404589875 0.0018594907083924195 17.50874580889821 18.51265337685585 17.76770399778843 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.0358153544387547 3.5926164319902703 127.0514745237025 46.8359404589875 0.0018594907083924195 17.50874580889821 18.51265337685585 17.76770399778843 0.99 False False 0.3 0.7 1.5 0.02 8 3 11.041481400374323 3.5926164319902703 1.0358153544387547 0.7449493790674211 3.46839464832696 0.8759494170425342 -0.0382094325098663 False 0.05 Inputed -18.94862520087698 -19.11783467136196 """""" """""" """"""
-0.2464304489784319 0.18695697206830475 -7.265274586957402 18.04029849097337 5701.510668396846 89.60103512721551 37 28 28 48.93980320030823 67 True False 2019gcg 272.43344041666 44.181073611111 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 272.43344041666 44.181073611111 TNS 2019gcg ZTF19aaurstb 2019gcg SNIa 0.05 0.004332486603452423 0.7747600915864048 0.16549280022045565 0.34641182391316505 0.7747600915864048 1.3058545993768895 10.51694885425678 10.51694885425678 38.42285434605145 38.42285434605145 58627.3853703998 58616.40781249991 17.58545956308543 17.68693648184149 17.58545956308543 2.329475582547493 1.988211148869988 3.5881852111597263 272.43218491 44.1806461 0.0004959324081105221 15.095226401472091 16.18515218539238 15.539910191726685 0.89 """""" """""" """""" """""" 0 False True all False False 0 1.988211148869988 3.5881852111597263 272.43218491 44.1806461 0.0004959324081105221 15.095226401472091 16.18515218539238 15.539910191726685 0.89 False False 0.3 0.7 1.5 0.02 8 3 10.977557899896055 3.5881852111597263 1.988211148869988 0.6452419936656941 1.8047304549112368 -1.5017842964491095 -2.045549371358744 False 0.05 Inputed -19.169079068089847 -19.067602149333787 """""" """""" """"""
-0.15036472204757428 0.3836980949350354 -5.312843016870056 18.911711103070743 3321.1688644237656 196.56847045365384 59 23 23 33.78164350008592 56 True True 2021dz 157.1848125 79.8107611111111 SNIa 0.031582 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 157.1848125 79.8107611111111 TNS 2021dz ZTF21aaaodzf 2021dz SNIa 0.031582 0.8616975495293531 1.35969125948316 0.977365794132087 1.0987577723208446 1.35969125948316 1.6465707997319825 11.115659903550306 11.115659903550306 22.665983596535614 22.665983596535614 59228.472326400224 59218.41432869993 18.556151204179752 19.48812946645879 18.556151204179752 0.674319815295877 9.576471249103502 12.914339448165173 157.169486954386 79.81311069029755 0.0016655758680220734 12.843265976148842 14.0800193473351 14.11416823013246 0.99 """""" """""" """""" """""" 4 False True all False False 0 0.7 7.284588098461676 157.196187763088 79.8109740445451 0.650427420357273 24.31708747141361 22.846673139212132 23.249995197441578 0.05 False False 0.3 0.7 1.5 0.02 8 3 10.057997700292617 12.914339448165173 9.576471249103502 -0.034148882797360613 1.3485488665121972 -5.408110119123691 -4.441982974047292 False 0.031582 Inputed -17.191087522556717 -16.25910926027768 """""" """""" """"""
-0.13834802737069496 0.34713086125024156 -4.526730411400013 18.66918003403551 5720.609376833919 99.67517039948693 40 20 20 37.11543989973143 36 True True 2020abgn 32.42283333333333 -6.737080555555556 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 32.42283333333333 -6.737080555555556 TNS 2020abgn ZTF20acujaft 2020abgn SNIa 0.08 -0.04764847007619366 0.6022047616467638 0.09052211957703449 0.24405189953963458 0.6022047616467638 1.0379862089532352 9.16307347274984 9.16307347274984 27.952366426981587 27.952366426981587 59189.15590280015 59183.113865700085 18.31792397929056 18.31792397929056 18.396696373349933 0.659256046768552 2.6559704835323386 0.7654905019728974 32.4226196965825 -6.737066355563956 0.00195311785964003 16.8948472070241 17.43283672405839 17.1453116677475 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.6559704835323386 0.7654905019728974 32.4226196965825 -6.737066355563956 0.00195311785964003 16.8948472070241 17.43283672405839 17.1453116677475 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 6.0420371000654995 0.7654905019728974 2.6559704835323386 0.28752505631089065 0.28821498835138576 -0.8850872552321682 -1.2513847056024332 False 0.08 Inputed -19.393237648721446 -19.47201004278082 """""" """""" """"""
-0.1722434492848985 0.1622228905166247 -9.82103559352705 18.967429811329353 5656.722744640963 106.65672108730064 58 37 37 50.86910879984498 81 True False 2021uhz 293.8938916666666 53.25041944444445 SNIa 0.088 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 293.8938916666666 53.25041944444445 TNS 2021uhz ZTF21abousyu 2021uhz SNIa 0.088 0.03028184355737551 0.6654262423242194 0.1670778690826218 0.31782739302644814 0.6654262423242194 1.0825114796042676 12.604999439794398 12.604999439794398 38.26410936005058 38.26410936005058 59434.261111100204 59422.39445600007 18.37677171715766 18.37677171715766 18.416897242894688 1.763404253328882 2.0779243640994203 4.611688804629032 293.89600486 53.2506254 0.008478316392212526 18.447997895097732 19.289404543066023 18.67782823462486 0.9800000000000001 """""" """""" """""" """""" 1 False True all False False 0 0.9854053698473633 3.0124275002566603 293.89382435 53.25125526 0.0025379953241988495 18.29108183503151 20.280441815948485 19.15727496805191 0.0 False False 0.3 0.7 1.5 0.02 8 3 11.866655100136995 4.611688804629032 2.0779243640994203 0.6115763084411618 2.219372795423068 0.9126328259083643 0.26093099173017364 False 0.088 Inputed -19.583760127879536 -19.623885653616565 """""" """""" """"""
-0.1481750955392519 0.32140343071711075 -12.780806309778658 19.251951663695902 6292.43274659181 144.55888724897935 23 9 9 36.02546289982274 32 True True 2018jnr 167.42016541666 59.403036805555 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 167.42016541666 59.403036805555 TNS 2018jnr ZTF18acrxpxd 2018jnr SNIa 0.09 -0.1139434693216792 0.28282245823891117 -0.025397445923836415 0.06999019135805185 0.28282245823891117 0.5277957969307927 11.855623352180285 11.855623352180285 24.169839547642457 24.169839547642457 58467.444583300035 58450.46840280015 18.75174408503112 18.75174408503112 19.20914108296072 1.869760866476809 1.1717584860605588 0.7415138094818792 167.4204425875625 59.4028867295278 0.003991578497159143 19.892175934260187 20.59100136875868 20.102618037878273 0.9899999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.1717584860605588 0.7415138094818792 167.4204425875625 59.4028867295278 0.003991578497159143 19.892175934260187 20.59100136875868 20.102618037878273 0.9899999999999999 False False 0.3 0.7 1.5 0.02 8 3 16.97618049988523 0.7415138094818792 1.1717584860605588 0.4883833308804064 0.6328213691669874 1.8392572837275587 0.8934769549175527 False 0.09 Inputed -18.841243562218516 -19.298640560148115 """""" """""" """"""
-0.033810984680941444 0.3517623139928139 -13.104240936444945 18.459900936543352 3382.862387768053 228.47775353678372 25 21 21 53.91938650002703 64 True True 2019lre 29.711658749999 -9.584897722222 SNII 0.01805 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 29.711658749999 -9.584897722222 TNS 2019lre ZTF19abhduuo 2019lre SNII 0.01805 0.8883012883688153 1.315674061601996 0.9886093021014588 1.0931703190906141 1.315674061601996 1.5571215795961493 25.84433072281429 25.84433072281429 28.07505577721274 28.07505577721274 58692.48503470002 58684.437650499865 18.26901243579877 19.097797056152828 18.26901243579877 0.9261997047428912 5.835000727211956 7.961702702226728 29.71165088597955 -9.587109292712078 0.0017281562372252202 14.186140614111423 14.905366093423368 14.984804155931473 1.0 """""" """""" """""" """""" 3 False True all False False 0 1.279576111902406 1.8034474072774827 29.71138028 -9.58447872 0.0028976637108772962 18.833203275847435 19.759478814148903 18.928109466028214 0.5 False False 0.3 0.7 1.5 0.02 8 3 8.04738420015201 7.961702702226728 5.835000727211956 -0.07943806250810503 1.3644733007652836 -4.1924309627294605 -3.2842082798672987 False 0.01805 Inputed -16.256040662876654 -15.427256042522595 """""" """""" """"""
-0.13622310545399477 0.282895215046692 -4.431380639357938 19.11880259565836 5862.835717798109 195.03392312892385 24 6 6 10.065752299968153 37 True True 2020dus 214.0614833333333 35.94591111111111 SNIa 0.0676 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 214.0614833333333 35.94591111111111 TNS 2020dus ZTF20aaqzzyt 2020dus SNIa 0.0676 -0.10773634373457242 0.17658210509585714 -0.0423909823650348 0.026674745378699072 0.17658210509585714 0.34326172872745886 14.86624163217202 14.86624163217202 -4.800489332203867 -4.800489332203867 58914.47314810008 58904.44472219981 18.786821620484645 18.786821620484645 18.938553376485686 2.2700861176323777 2.216434485375032 0.6378378107147008 214.0615193768595 35.9460858689146 0.0008763202058301722 16.31564668968886 17.143887414156794 16.62676529986769 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.216434485375032 0.6378378107147008 214.0615193768595 35.9460858689146 0.0008763202058301722 16.31564668968886 17.143887414156794 16.62676529986769 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.028425900265574 0.6378378107147008 2.216434485375032 0.5171221142891049 0.28777652347652194 -1.6429342063278511 -2.3117880766179972 False 0.0676 Inputed -18.479683688485068 -18.63141544448611 """""" """""" """"""
-0.14510632483400843 0.34601091063248335 -7.563392874805487 19.612913742566125 5255.180287458165 209.95997602550204 45 21 21 27.033912100363523 53 True True 2021kbj 238.59244166666664 24.490419444444445 SNIa 0.13 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 238.59244166666664 24.490419444444445 TNS 2021kbj ZTF21aawjiss 2021kbj SNIa 0.13 0.0549036846906219 0.3528644465172377 0.12397929713655387 0.1965765844466425 0.3528644465172377 0.5248736247358252 11.640705463842902 11.640705463842902 15.39320663652062 15.39320663652062 59334.242071799934 59322.35181709984 19.26877730078505 19.26877730078505 19.344959284990125 0.2133265535234145 1.9952940136002735 2.0451664993560397 238.5924349322135 24.48985137569695 0.002722802936583113 17.805544956029653 18.724092710475922 18.161806283342838 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.9952940136002735 2.0451664993560397 238.5924349322135 24.48985137569695 0.002722802936583113 17.805544956029653 18.724092710475922 18.161806283342838 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 11.890254700090736 2.0451664993560397 1.9952940136002735 0.5622864271330847 1.0249950560748575 -0.544684590309128 -1.1831530016472875 False 0.13 Inputed -19.52152397083227 -19.597705955037345 """""" """""" """"""
-0.11544245573556718 0.3503185742473247 -10.66147425290277 18.73784231548447 5637.162189853148 159.38089961536804 19 12 12 40.01968750031665 62 True False 2020cpn 107.88036666666666 58.95157777777778 SNIa 0.080155 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 107.88036666666666 58.95157777777778 TNS 2020cpn ZTF20aamntsk 2020cpn SNIa 0.080155 0.00047293058122477305 0.3896790494088407 0.08847612423781825 0.18247854273286634 0.3896790494088407 0.6246205316903968 3.5051811750553146 3.5051811750553146 36.51450632526134 36.51450632526134 58903.23555559991 58898.15491899988 18.41817148191603 18.41817148191603 18.485699243034908 1.3315993908206265 2.740099887965491 7.644478760297889 107.87834139 58.94972901 0.0014383441317259438 15.015017840850353 16.219724926376344 15.383890599644184 0.9700000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.740099887965491 7.644478760297889 107.87834139 58.94972901 0.0014383441317259438 15.015017840850353 16.219724926376344 15.383890599644184 0.9700000000000001 False False 0.3 0.7 1.5 0.02 8 3 5.080636600032449 7.644478760297889 2.740099887965491 0.8358343267321597 2.7898540465157535 -2.198446555539686 -3.101808643390724 False 0.080155 Inputed -19.30851151252839 -19.37603927364727 """""" """""" """"""
-0.19467722549711267 0.20576602002641947 -7.753928393109649 16.399080498966157 5320.78134033586 170.02135703935022 103 45 45 72.82090280018747 47 True False 2018jov 120.02978958333 58.709753611111 SNIa 0.019213 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 120.02978958333 58.709753611111 TNS 2018jov ZTF18acusegd 2018jov SNIa 0.019213 0.050916891587428736 0.42657182943522187 0.13647070271865402 0.2274298944008315 0.42657182943522187 0.6504820266372278 13.174821288552852 13.174821288552852 59.64608151163461 59.64608151163461 58474.32724539982 58461.51971059991 15.90746539655603 15.984695280166207 15.90746539655603 11.735649626271968 2.739507407037283 6.30146150894261 120.03315908 58.70979004 0.0016663740440495678 15.522142460775376 15.663856546592712 19.958513589978217 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.739507407037283 6.30146150894261 120.03315908 58.70979004 0.0016663740440495678 15.522142460775376 15.663856546592712 19.958513589978217 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.807534799911082 6.30146150894261 2.739507407037283 -4.294657043385506 2.3002169998720685 -0.32083873357349546 4.0510481934221865 False 0.019213 Inputed -18.753820969651333 -18.676591086041157 """""" """""" """"""
-0.12929519306548337 0.2749424357687232 -8.227239380769781 18.222491902909315 5496.017437017357 93.10388010953466 66 51 51 49.007187500130385 67 True False 2020ofy 323.0401333333333 13.818938888888889 SNIa 0.052 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 323.0401333333333 13.818938888888889 TNS 2020ofy ZTF20abkcril 2020ofy SNIa 0.052 0.06560079897396065 0.8335976086328465 0.22763979170565207 0.40854440944746884 0.8335976086328465 1.3558797512348164 10.77787600966075 10.77787600966075 38.229311490469634 38.229311490469634 59048.374826400075 59039.35611109994 17.836426353754646 17.836426353754646 17.880655553645603 2.5589538989080225 2.786397436083082 7.55848590450034 323.04204753 13.81991518 0.004728535418030977 16.58767234156132 17.30608948597908 16.91494521574974 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.786397436083082 7.55848590450034 323.04204753 13.81991518 0.004728535418030977 16.58767234156132 17.30608948597908 16.91494521574974 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.01871530013159 7.55848590450034 2.786397436083082 0.39114427022933995 2.7126374029131743 -0.5303368677755671 -0.9657103378958638 False 0.052 Inputed -18.960071123189273 -19.00430032308023 """""" """""" """"""
-0.03229685858226484 0.5659996928652415 -6.249465455701763 18.80011965051266 3591.2908510744974 445.5111191207236 123 85 85 71.98956019990146 55 True True 2018don 208.78600701 58.49499496 SLSN-I 0.0734 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 208.78600701 58.49499496 TNS 2018don ZTF18aajqcue 2018don SLSN-I 0.0734 0.6679546364189797 0.8585693447925351 0.7140716992467304 0.7612009563012592 0.8585693447925351 0.9602105341893612 41.30369070339344 41.30369070339344 30.685869496508015 30.685869496508015 58272.17600690015 58242.24567130022 18.521075887864054 19.12466391649844 18.521075887864054 2.064361180128615 1.8416776773918968 1.1323520646711551 208.78605079600948 58.494681251125 0.0022144841858351416 17.932202594268325 19.030247009865043 18.290911737421453 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.8416776773918968 1.1323520646711551 208.78605079600948 58.494681251125 0.0022144841858351416 17.932202594268325 19.030247009865043 18.290911737421453 1.0 False False 0.3 0.7 1.5 0.02 8 3 29.930335599929094 1.1323520646711551 1.8416776773918968 0.73933527244359 0.6148481238447449 -0.09441690663339841 -0.23016415044260086 False 0.0734 Inputed -19.078728643403995 -18.475140614769607 """""" """""" """"""
-0.17942095685245196 0.2966828585721921 -3.6583827765405403 17.172303648053106 6205.158657089134 207.452232136782 17 16 16 67.78868060000241 45 True True 2018hyy 37.980917083333 3.12605 SNIa 0.029 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 37.980917083333 3.12605 TNS 2018hyy ZTF18acckoil 2018hyy SNIa 0.029 -0.18180416051352566 0.06663727548583509 -0.12450024803801085 -0.06407465612058161 0.06663727548583509 0.21135097702288874 9.009015743438217 9.009015743438217 58.77966485656419 58.77966485656419 58431.23839120008 58425.34328699997 16.659127287228028 16.659127287228028 17.686622390732847 3.7631465085888727 4.140621176322432 2.6188736410713553 37.98033941715815 3.1256067177067104 0.0009756094391180081 14.713577419395445 15.870456703895329 15.20140725924492 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 4.140621176322432 2.6188736410713553 37.98033941715815 3.1256067177067104 0.0009756094391180081 14.713577419395445 15.870456703895329 15.20140725924492 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 5.895104200113565 2.6188736410713553 4.140621176322432 0.6690494446504083 0.6324832747431766 -0.7886705833326992 -2.4852151314879265 False 0.029 Inputed -17.87402015138688 -18.9015152548917 """""" """""" """"""
-0.05591612180171668 0.3234007098041837 -11.437957466673026 18.56255244575773 3779.14694742801 203.62159547584386 16 8 8 22.038437499664724 42 True True 2018cih 188.12224999999 4.8889499999999 SNIIn 0.0828 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 188.12224999999 4.8889499999999 TNS 2018cih ZTF18aaxjuwy 2018cih SNIIn 0.0828 0.6500629076022406 1.085740198820556 0.7514102095796815 0.8576726673207808 1.085740198820556 1.3359581971686723 27.790922090023788 27.790922090023788 -5.752484590359064 -5.752484590359064 58293.2369328998 58274.196562500205 18.374150313288443 19.02042891983821 18.374150313288443 2.9602425142906466 2.8418906239268984 0.9126672742244146 188.12246355091 4.888812163307479 0.0023011009594487986 16.92631805326283 17.716111858222483 17.20778101604283 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.8418906239268984 0.9126672742244146 188.12246355091 4.888812163307479 0.0023011009594487986 16.92631805326283 17.716111858222483 17.20778101604283 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 19.040370399598032 0.9126672742244146 2.8418906239268984 0.5083308421796531 0.3211479240405457 -1.304317061615727 -1.1663692972456126 False 0.0828 Inputed -19.491810129119557 -18.84553152256979 """""" """""" """"""
-0.13955821402501295 0.2396518985895463 -9.67562804997074 18.656489558423534 4898.2777845215805 253.57510402706953 60 37 37 65.85559029970318 76 True True 2021ras 264.71637499999997 26.37896111111111 SNIIn 0.029 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 264.71637499999997 26.37896111111111 TNS 2021ras ZTF21abhqqfa 2021ras SNIIn 0.029 0.16138857674883766 0.422568669469058 0.2228010884349061 0.28674975356972254 0.422568669469058 0.569498417681217 15.548067881676749 15.548067881676749 50.30752241802643 50.30752241802643 59401.32804400008 59386.340706000105 18.146546295854307 18.217529929227556 18.146546295854307 3.53257298512131 7.320584591169274 2.2873936113217352 264.715723565759 26.3792123566648 0.002583527878964542 14.590091166666745 15.374099413456918 14.848008610146046 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 7.320584591169274 2.2873936113217352 264.715723565759 26.3792123566648 0.002583527878964542 14.590091166666745 15.374099413456918 14.848008610146046 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 14.987337999977171 2.2873936113217352 7.320584591169274 0.526090803310872 0.312460512249389 -2.8434305157706383 -3.2985376857082613 False 0.029 Inputed -17.41409624626542 -17.34311261289217 """""" """""" """"""
-0.17738923111114557 0.23106211177468677 -8.66773047002055 18.802352258219518 5350.626093576357 188.70677158535156 58 22 22 47.82101850025356 107 True False 2020qcf 272.27888749999994 21.77688611111111 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 272.27888749999994 21.77688611111111 TNS 2020qcf ZTF20abndopb 2020qcf SNIa 0.06 0.04351135133900641 0.3760264554711483 0.11993214135871355 0.20070351166074119 0.3760264554711483 0.5710147439556472 12.508808793970156 12.508808793970156 35.312209706283404 35.312209706283404 59063.277384299785 59050.35990739986 18.35876947739219 18.386154168867552 18.35876947739219 1.4328711629531472 5.642314451303477 17.063774919914124 272.27923228 21.772157 0.006650863235316495 14.98846880595684 16.110926899528504 15.326006272172927 0.9800000000000001 """""" """""" """""" """""" 7 False True all False False 0 0.6166945057859381 4.291023122937306 272.27842014 21.77799624 0.09873312516429089 22.608555042028428 23.64 24.081082804203035 0.125 False False 0.3 0.7 1.5 0.02 8 3 12.917476899921894 17.063774919914124 5.642314451303477 0.7849206273555769 3.0242509642425337 -2.275227269339048 -3.032763205219263 False 0.06 Inputed -18.79673150380561 -18.769346812330248 """""" """""" """"""
-0.1321686541040632 0.3430949807177802 -11.072784560713236 18.1448075359035 3844.0624700267217 148.01920193356386 12 10 10 31.04879629984498 48 True False 2020hop 199.86741666666663 -13.723741666666667 SNIc 0.017749 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 199.86741666666663 -13.723741666666667 TNS 2020hop ZTF20aavgcnu 2020hop SNIc 0.017749 0.6532940101438776 1.2757370357088718 0.7941893820787058 0.9445374198272205 1.2757370357088718 1.6515413512461912 7.11224051924226 7.11224051924226 23.93655578060272 23.93655578060272 58966.33859949978 58956.24738429999 17.769279037521184 18.447087513245375 17.769279037521184 5.405960851562225 1.989482506662541 2.1243576886388875 199.86720447 -13.72429459 0.0002642397971495125 14.718716462397575 20.25791052451134 20.329749176096914 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.989482506662541 2.1243576886388875 199.86720447 -13.72429459 0.0002642397971495125 14.718716462397575 20.25791052451134 20.329749176096914 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.091215199790895 2.1243576886388875 1.989482506662541 -0.07183865158557623 1.067794103001492 1.8108230112659633 2.560470138575731 False 0.017749 Inputed -16.719090661335656 -16.041282185611465 """""" """""" """"""
-0.13159142306414273 0.3253097989802656 -4.7152854226782255 18.17701242778511 4514.117745888038 234.48031454268605 129 109 109 59.93045140011236 65 True False 2020mqr 270.5300833333333 31.859630555555558 SNIa 0.04106 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 270.5300833333333 31.859630555555558 TNS 2020mqr ZTF20abffaxl 2020mqr SNIa 0.04106 0.26172232176045185 0.5648574948445138 0.3327185539214703 0.4068364965062088 0.5648574948445138 0.7366682613112161 15.80147289632173 15.80147289632173 44.128978503790634 44.128978503790634 59024.25829860009 59012.275358799845 17.817942761877806 18.053048363951152 17.817942761877806 1.82060116270666 2.5978135299399434 1.5657866599164627 270.52957404 31.85958516 0.0007111848323954062 15.535415281009675 16.348639042043686 15.84378355526924 0.96 """""" """""" """""" """""" 0 False True all False False 0 2.5978135299399434 1.5657866599164627 270.52957404 31.85958516 0.0007111848323954062 15.535415281009675 16.348639042043686 15.84378355526924 0.96 False False 0.3 0.7 1.5 0.02 8 3 11.98293980024755 1.5657866599164627 2.5978135299399434 0.5048554867744457 0.6027325063445415 -1.704409321907466 -1.9741592066085651 False 0.04106 Inputed -18.504212482813017 -18.26910688073967 """""" """""" """"""
-0.20986575470299226 0.21732822357781423 -7.541820917753504 18.73698813503172 5070.552539149406 183.7928893615049 21 15 15 43.95327549986541 41 True True 2019iaw 328.40890208333 -7.324344583333 SNIa 0.055 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 328.40890208333 -7.324344583333 TNS 2019iaw ZTF19ababigc 2019iaw SNIa 0.055 0.11382748808674137 0.47379696132346183 0.19646514594021625 0.28386939018500357 0.47379696132346183 0.6853477319863579 8.714247070733188 8.714247070733188 35.239028429132226 35.239028429132226 58661.42219909979 58652.439097200055 18.344865293988438 18.385387800634238 18.344865293988438 1.3618336629674208 2.0743222360303797 1.4321405053762835 328.408684337767 -7.324010494066785 0.0034559570919930893 18.1763393925941 18.73118185296059 18.379115566644668 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.0743222360303797 1.4321405053762835 328.408684337767 -7.324010494066785 0.0034559570919930893 18.1763393925941 18.73118185296059 18.379115566644668 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.98310189973563 1.4321405053762835 2.0743222360303797 0.35206628631592096 0.6904137074271371 0.34579405232635096 0.03425027265623015 False 0.055 Inputed -18.619180612696482 -18.578658106050682 """""" """""" """"""
-0.031077106111920154 0.4214914766183172 -36.31317573345317 17.881787389780097 5087.554526190698 263.11802769047233 139 61 61 74.95733790006489 168 True True 2020aem 267.09491708333 54.151489 SNII 0.022182 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 267.09491708333 54.151489 TNS 2020aem ZTF20aagnbes 2020aem SNII 0.022182 0.2589782603527446 0.5261216339126342 0.3219897780779384 0.38746841061519177 0.5261216339126342 0.6755535537613113 -1.5158164183788152 -1.5158164183788152 76.4731543184437 76.4731543184437 58873.53278939985 58866.53582180012 17.642955835963807 17.76133121827005 17.642955835963807 5.914273603093063 9.488224941256181 13.799119794427806 267.08992612304496 54.14900937158135 0.0023616843636442564 13.262244778146744 14.087362768287658 13.577213573679924 1.0 """""" """""" """""" """""" 18 True True all False False 0 6.453356207395827 2.330635213596627 267.0938996586755 54.1512358457993 0.003592775309605556 15.346135177259445 15.434275739915371 16.25436881255388 0.7428571428571429 False False 0.3 0.7 1.5 0.02 8 3 6.996967599727213 13.799119794427806 9.488224941256181 0.5101491946077346 1.4543415528048063 -3.673968449982393 -4.065742262283884 False 0.022182 Inputed -17.331992306588706 -17.213616924282462 """""" """""" """"""
-0.2511829356595473 0.14472244270548418 -8.766377769775204 15.983053044754854 5538.253760616304 158.52906466474667 65 33 33 74.94835649989545 53 True True 2018jaj 157.46814124999 20.669372694444 SNIa 0.01918 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 157.46814124999 20.669372694444 TNS 2018jaj ZTF18acrdlrp 2018jaj SNIa 0.01918 0.008782724111766171 0.40283568881402587 0.0978490941658805 0.1930095399380818 0.40283568881402587 0.6408635940200043 12.928277208938505 12.928277208938505 62.02007929095695 62.02007929095695 58461.48106480017 58447.4817476999 15.303033332597376 15.303033332597376 15.442112023550026 26.793970313089094 0.8348479659892831 1.1052838966893173 157.467898809025 20.6691657915899 0.003222034247970851 20.14944327263355 20.390071689183713 20.18445915575862 0.9666666666666668 """""" """""" """""" """""" 1 False True all False False 0 3.6160972918012444 0.9257023685373676 157.467867729025 20.6693476315899 0.01530167115144343 18.80625749370813 19.08652058804989 18.7517141942811 0.9555555555555555 False False 0.3 0.7 1.5 0.02 8 3 13.999317100271583 1.1052838966893173 0.8348479659892831 0.2056125334250929 1.3239343469916363 5.087038356586337 4.742347132208595 False 0.01918 Inputed -19.215423212355812 -19.35450190330846 """""" """""" """"""
-0.14424467332751847 0.20583677093178934 -8.653095513341786 18.423560581920977 5794.396879858233 96.73949276157208 58 42 42 70.88774310005829 56 True True 2021nqo 322.3669208333333 4.887530555555555 SNIa 0.0744 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 322.3669208333333 4.887530555555555 TNS 2021nqo ZTF21abcrhpk 2021nqo SNIa 0.0744 -0.006231568446484204 0.6894472211741061 0.14116509832442858 0.30530345442848983 0.6894472211741061 1.15888580045765 17.254154059744227 17.254154059744227 53.633589040314064 53.633589040314064 59374.40271990001 59359.45373839978 17.849624933995052 17.849624933995052 17.99704272593947 2.373329991486731 0.7923421788896778 0.5351523786950505 322.366797577971 4.887614318560765 0.0027633114124231417 20.420675004478692 20.75338791279316 20.596214698507787 0.7850000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.7923421788896778 0.5351523786950505 322.366797577971 4.887614318560765 0.0027633114124231417 20.420675004478692 20.75338791279316 20.596214698507787 0.7850000000000001 False False 0.3 0.7 1.5 0.02 8 3 14.94898150023073 0.5351523786950505 0.7923421788896778 0.1571732142853719 0.6754056428561815 2.903762978798106 2.5991719725683176 False 0.0744 Inputed -19.6326283451766 -19.780046137121015 """""" """""" """"""
-0.11489753048865449 0.14800872604201798 -10.646241448781073 17.330863635600764 4926.405612142527 155.92996270342462 94 46 46 73.8695254996419 284 True True 2019ust 13.593417083333 31.670169 SNII 0.022035 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 13.593417083333 31.670169 TNS 2019ust ZTF19acryurj 2019ust SNII 0.022035 0.19907992234454497 0.6571619811830907 0.30279674088730957 0.4134781197610202 0.6571619811830907 0.9332121952468349 19.867324160840305 19.867324160840305 54.00220133880159 54.00220133880159 58814.17569439998 58800.28984950017 16.85184533055624 16.92149052407129 16.85184533055624 9.42112417376711 12.451556314268306 18.48531463467679 13.595327003793301 31.665298284600453 0.0030016796155872827 12.843877237617969 14.376733286209106 12.775777152380943 1.0 """""" """""" """""" """""" 52 False True all False False 0 2.953671294707236 2.6094141348847613 13.5942590581367 31.670059983112402 0.011444834055089004 18.740880564879177 19.850444138896464 18.276269032959938 0.6 False False 0.3 0.7 1.5 0.02 8 3 13.885844899807125 18.48531463467679 12.451556314268306 1.6009561338281628 1.4845786476903589 -2.5447572378621857 -4.076068178175298 False 0.022035 Inputed -18.1085839501963 -18.03893875668125 """""" """""" """"""
-0.18844750826138035 0.2109358917447183 -8.714716722161068 18.431082601999407 6123.424753755795 148.92814861266325 104 66 66 71.70353010017425 71 True True 2019ney 9.1324579166666 29.800089 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 9.1324579166666 29.800089 TNS 2019ney ZTF19abopflp 2019ney SNIa 0.07 -0.11722899024904265 0.2651154464014205 -0.03162523494978586 0.06040069782387292 0.2651154464014205 0.49986192286609565 14.526520432893664 14.526520432893664 57.177009667280586 57.177009667280586 58718.40964120021 58703.426411999855 17.772139307442036 17.772139307442036 17.997627891271822 1.4594077219852646 0.7729917868853889 4.101380881306847 9.131254461374049 29.7996336530053 0.015390335184179427 20.153432235542535 21.395825161762236 20.79784596488595 0.5928571428571427 """""" """""" """""" """""" 1 False True all False False 0 0.5961260545327198 1.2495497619136506 9.13251784 29.80043218 0.015334159637826583 22.599882013750076 23.737959830713272 22.966292675352097 0.1 False False 0.3 0.7 1.5 0.02 8 3 14.983229200355709 4.101380881306847 0.7729917868853889 0.5979791968762846 5.305853116282795 3.6236858543202004 2.800218073614129 False 0.07 Inputed -19.497538060318973 -19.72302664414876 """""" """""" """"""
-0.11645573986070296 0.31247065108506455 -9.588596692067366 18.70145668031921 5680.070522149392 143.61906444823944 27 21 21 58.81567130004987 48 True True 2020fbo 229.28041666666664 14.467055555555556 SNIa 0.0845 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 229.28041666666664 14.467055555555556 TNS 2020fbo ZTF20aattqnm 2020fbo SNIa 0.0845 -0.009943721510161652 0.42489425147777027 0.08727930126851291 0.19188615786358199 0.42489425147777027 0.6926004818827174 7.379761090245156 7.379761090245156 51.43591020980472 51.43591020980472 58943.41994210007 58936.44031250011 18.18041883278061 18.18041883278061 18.318248120702076 2.1700894206804273 1.8176825248004047 2.417267103746557 229.2811093752105 14.46702448430975 0.004883655522461949 18.6463210723269 19.377169787249564 18.884641143646242 0.9899999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.8176825248004047 2.417267103746557 229.2811093752105 14.46702448430975 0.004883655522461949 18.6463210723269 19.377169787249564 18.884641143646242 0.9899999999999999 False False 0.3 0.7 1.5 0.02 8 3 6.979629599954933 2.417267103746557 1.8176825248004047 0.4925286436033218 1.3298621023008357 1.1967509544689534 0.5663930229441654 False 0.0845 Inputed -19.592643866720103 -19.73047315464157 """""" """""" """"""
-0.07397405650823682 0.27742050071037705 -0.9181523604283743 17.86829636472347 3920.304274958699 86.4441716825298 11 9 9 35.01949069974944 31 True False 2020qbu 23.472499999999997 -13.080361111111111 SNIc 0.02 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 23.472499999999997 -13.080361111111111 TNS 2020qbu ZTF20abodalh 2020qbu SNIc 0.02 0.49087818050051624 1.5742223216799793 0.7185868231326324 0.9732495300442139 1.5742223216799793 2.3184236386271735 26.393971976041605 26.393971976041605 8.625518723707835 8.625518723707835 59063.39767359989 59053.4189352002 17.69792886547972 18.142797736769896 17.69792886547972 12.56391557393529 4.576611670550821 7.637867701164505 23.47463969 -13.07996421 0.004306686839050111 15.8363916328907 16.13160598357916 15.897400903862716 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.3905757104231185 7.459305486890332 23.47117138 -13.07874294 0.06712969649293532 20.71322065832019 21.264642584216595 20.804774036729334 0.7000000000000001 False False 0.3 0.7 1.5 0.02 8 3 9.978738399688154 7.637867701164505 4.576611670550821 0.23420507971644433 1.6688913657044546 -2.0111917531907366 -1.8005279616170053 False 0.02 Inputed -17.05096590300637 -16.606097031716196 """""" """""" """"""
-0.17947330633525282 0.49044056838566463 -3.1846631655612745 16.843874512653493 3513.822921567228 157.82364670016784 44 16 16 15.901365800295025 79 True False 2020szq 61.85023749999999 30.288741666666667 SNIa 0.018553 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 61.85023749999999 30.288741666666667 TNS 2020szq ZTF20abzettb 2020szq SNIa 0.018553 0.7255505101168076 1.3242047657604026 0.8619743149646979 1.0069216280313782 1.3242047657604026 1.681314023446049 1.725963583159444 1.725963583159444 14.17540221713558 14.17540221713558 59107.426689799875 59106.485740699805 16.657063570971864 17.25680678819808 16.657063570971864 1.5950952219999799 10.166818523180659 2.2445568029388947 61.85051993 30.28931548 0.0007623372858390765 12.133946701622008 13.199423246765138 12.459440515899658 0.9299999999999999 """""" """""" """""" """""" 0 False True all False False 0 10.166818523180659 2.2445568029388947 61.85051993 30.28931548 0.0007623372858390765 12.133946701622008 13.199423246765138 12.459440515899658 0.9299999999999999 False False 0.3 0.7 1.5 0.02 8 3 0.9409491000697017 2.2445568029388947 10.166818523180659 0.7399827308654796 0.22077278135940326 -4.057383541432943 -4.1976230550722065 False 0.018553 Inputed -17.927952709886156 -17.32820949265994 """""" """""" """"""
-0.07116787952660138 0.4045527082971734 -14.517833032369172 17.345694414831556 4312.987546039161 152.33374484037068 15 15 15 33.946805600076914 96 True True 2020abir 208.068875 2.1071305555555555 SNIa 0.0330559984 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 208.068875 2.1071305555555555 TNS 2020abir ZTF20actocyw 2020abir SNIa 0.0330559984 0.47094626912200965 1.0212368023472003 0.595669544582293 0.7286611114801858 1.0212368023472003 1.3525523969855087 -1.8017980432912264 -1.8017980432912264 35.74860364336814 35.74860364336814 59184.54656249983 59184.54656249983 17.21120403524279 17.798132743399318 17.21120403524279 4.979243720010462 3.695945226409462 5.592568608471948 208.068452265682 2.108625504589475 0.0005151435979164898 13.70164094338119 14.675089525624514 14.051515571943522 0.9349999999999999 """""" """""" """""" """""" 2 False True all False False 0 0.7 3.207332045314474 208.068868586735 2.1080214580719 0.1790755123137111 24.09312432819843 18.85741026740551 24.665041842556 0.975 False False 0.3 0.7 1.5 0.02 8 3 0.0 5.592568608471948 3.695945226409462 0.6235739536809923 1.5131632818879783 -3.1230432177748035 -3.1596884632992683 False 0.0330559984 Inputed -18.6358763742511 -18.048947666094573 """""" """""" """"""
-0.1323219806923845 0.3666539534984409 -6.9891489401373805 18.961625413615685 5569.694707143308 155.45920935572482 22 11 11 43.93575230007991 64 True True 2019bdg 120.01767958333 39.897867111111 SNIa 0.09575 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 120.01767958333 39.897867111111 TNS 2019bdg ZTF19aaknign 2019bdg SNIa 0.09575 -0.012876241900663388 0.3834253372408156 0.07647975682312236 0.17210119980374472 0.3834253372408156 0.6238291334223902 9.621643890735045 9.621643890735045 34.31410840934487 34.31410840934487 58547.28793979995 58538.259687500075 18.642494606509555 18.642494606509555 18.6696095207858 2.7988604256609255 0.7998072317105582 7.988715312036286 120.016940503564 39.900012537649644 0.004142003395479876 16.786863054401877 17.65604198924065 17.09665107708812 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 1.4668601732542825 5.559206386153037 120.018780303244 39.8965742456133 0.01292045317016044 18.972590757577418 19.57535970872164 19.09076740740776 0.9777777777777776 False False 0.3 0.7 1.5 0.02 8 3 9.028252299875021 7.988715312036286 0.7998072317105582 0.55939091215253 9.98830092464995 -0.9864526172689061 -1.572958443697683 False 0.09575 Inputed -19.517898513539294 -19.54501342781554 """""" """""" """"""
-0.16904580901829627 0.2491404555807568 -11.800947350019547 16.104124947080493 5505.4182782092585 474.653666037228 140 67 67 74.91199069982395 62 True True 2021gmh 338.6390416666666 34.00528888888889 SNIa 0.025 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 338.6390416666666 34.00528888888889 TNS 2021gmh ZTF21aaqftpz 2021gmh SNIa 0.025 -0.024216025276970754 0.0930448293611228 0.0041201698152200095 0.033101897866853136 0.0930448293611228 0.15569977191367101 6.413878765190422 6.413878765190422 68.49811193463353 68.49811193463353 59302.52968750009 59292.535937500186 15.662414317415502 18.355501278333257 15.662414317415502 7.897063666274101 1.3457918778050475 0.12501643292241446 338.639056695065 34.00532130400535 0.0039626312973710665 19.640829125385284 20.36805514772415 19.738384907016755 0.9750000000000002 """""" """""" """""" """""" 0 False True all False False 0 1.3457918778050475 0.12501643292241446 338.639056695065 34.00532130400535 0.0039626312973710665 19.640829125385284 20.36805514772415 19.738384907016755 0.9750000000000002 False False 0.3 0.7 1.5 0.02 8 3 9.993749999906868 0.12501643292241446 1.3457918778050475 0.6296702407073944 0.09289432859879723 2.012553869390892 4.075970589601253 False 0.025 Inputed -19.573770453492237 -16.880683492574484 """""" """""" """"""
-0.1641187971795524 0.2116567042193907 -8.655131410480406 19.212498595168736 4343.48873511698 109.30747267578707 59 52 52 43.89439820032567 54 True True 2020hyj 245.94679999999997 29.982916666666664 SNIc-BL 0.055 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 245.94679999999997 29.982916666666664 TNS 2020hyj ZTF20aavcvrm 2020hyj SNIc-BL 0.055 0.4288234991431388 1.2187265615912715 0.6009172450425702 0.7891074738701711 1.2187265615912715 1.7287479711578868 13.766776915241762 13.766776915241762 30.127621285083904 30.127621285083904 58968.37587960018 58955.41534719989 18.801569146747006 19.095038932626753 18.801569146747006 0.6159630490125801 0.7 1.4755846390785394 245.946731585812 29.9833222450604 0.012387573045127831 21.886507985364197 22.21618228816986 22.110041612205507 0.825 """""" """""" """""" """""" 0 False True all False False 0 0.7 1.4755846390785394 245.946731585812 29.9833222450604 0.012387573045127831 21.886507985364197 22.21618228816986 22.110041612205507 0.825 False False 0.3 0.7 1.5 0.02 8 3 12.960532400291413 1.4755846390785394 0.7 0.10614067596435461 2.107978055826485 3.121143355543108 3.3084724654585003 False 0.055 Inputed -18.162476759937913 -17.869006974058166 """""" """""" """"""
-0.12263022451141123 0.042489388877210994 -19.471688679761616 17.86025215722489 4555.184813889149 133.4892245687037 195 97 97 73.87018520012498 146 True False 2021pni 268.0743333333333 8.239761111111111 SNII 0.033 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 268.0743333333333 8.239761111111111 TNS 2021pni ZTF21abfoyac 2021pni SNII 0.033 0.4634744353872122 1.100698524999558 0.605889497497035 0.7591169506350823 1.100698524999558 1.4941190184884618 35.21392887784386 35.21392887784386 38.656256322281116 38.656256322281116 59403.29574069986 59374.36642359989 17.205491505822216 17.49585361474688 17.205491505822216 0.9050907300909756 1.0131174437240675 0.34893538126079976 268.07441648 8.23981233 0.003763788228650422 20.284702563285826 20.005381024742128 20.04070819196701 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.0131174437240675 0.34893538126079976 268.07441648 8.23981233 0.003763788228650422 20.284702563285826 20.005381024742128 20.04070819196701 1.0 False False 0.3 0.7 1.5 0.02 8 3 28.92931709997356 0.34893538126079976 1.0131174437240675 -0.035327167224881606 0.3444175040340493 2.509527409995247 2.8352166861447934 False 0.033 Inputed -18.637877308091262 -18.347515199166597 """""" """""" """"""
-0.16559837297574023 0.22933745936768113 -8.66647463847415 19.24658024474799 4951.09583397546 172.7629565171489 30 16 16 44.71935180015862 45 True True 2019pyd 31.512086666666 30.607566666666 SNIa 0.083 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 31.512086666666 30.607566666666 TNS 2019pyd ZTF19abwsxug 2019pyd SNIa 0.083 0.16334566315620336 0.5621480152300009 0.25447071969149704 0.3511430219259353 0.5621480152300009 0.7985370161317249 13.109186319946815 13.109186319946815 31.610165480211805 31.610165480211805 58743.35875000013 58730.47545140004 18.74283563615136 18.871940459287266 18.74283563615136 1.393071750007694 1.6230172671495573 0.4031870999800976 31.51196031117345 30.60753990070265 0.0005359317696704835 16.495303921411036 17.535494122753143 16.848761792032718 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.6230172671495573 0.4031870999800976 31.51196031117345 30.60753990070265 0.0005359317696704835 16.495303921411036 17.535494122753143 16.848761792032718 0.99 False False 0.3 0.7 1.5 0.02 8 3 12.88329860009253 0.4031870999800976 1.6230172671495573 0.6867323307204245 0.2484182443038327 -1.3364463365341237 -1.8940738441186404 False 0.083 Inputed -19.12845784398698 -18.99935302085107 """""" """""" """"""
-0.10918427992706814 0.36101618940340785 -12.913108841048762 19.14175799047692 5437.759308856759 96.14189780825163 40 25 25 42.849467599764466 56 True True 2021bpq 152.54230416666664 6.750941666666667 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 152.54230416666664 6.750941666666667 TNS 2021bpq ZTF21aagrhot 2021bpq SNIa 0.1 0.14873798299418084 0.9298828743075589 0.3148044665544738 0.49929839965544076 0.9298828743075589 1.4548411111604231 14.351523989729584 14.351523989729584 28.49794361003488 28.49794361003488 59266.32032410009 59248.387002300005 18.79038198526847 18.951071709363767 18.79038198526847 0.4843136700352359 1.5792501473545824 2.01431545533174 152.5420774071915 6.7514538842934595 0.0008515053498990843 16.74782816214025 18.073380895631313 17.142633803262115 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.5792501473545824 2.01431545533174 152.5420774071915 6.7514538842934595 0.0008515053498990843 16.74782816214025 18.073380895631313 17.142633803262115 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 17.933321800082922 2.01431545533174 1.5792501473545824 0.9307470923691987 1.2754885340399935 -0.8776908137324533 -1.6477481820063566 False 0.1 Inputed -19.493360113202456 -19.33267038910716 """""" """""" """"""
-0.224070794990336 0.22094988394312054 -9.272841162262745 17.22088640145297 3980.8003790761204 228.96473429801873 44 33 33 72.93440969986841 90 True False 2019klr 16.67583375 49.234425805555 SNIa 0.025 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 16.67583375 49.234425805555 TNS 2019klr ZTF19abcttsc 2019klr SNIa 0.025 0.5181459648108984 0.8772919144131848 0.6022990391419398 0.6901211556881464 0.8772919144131848 1.0807552712828539 12.440271112800023 12.440271112800023 60.49413858706839 60.49413858706839 58680.42673610011 58665.451759300195 16.73493039901066 16.983961567547087 16.73493039901066 10.649621738159299 3.42701045130079 7.968486335600502 16.67817781 49.23282685 0.0022490352698618654 15.311525124168396 15.847942887592314 15.521420317697524 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7376697191672925 7.654954157011263 16.67382914 49.23275007 0.04602977076954695 20.10026172142029 20.9627098236084 20.073469461727143 0.0 False False 0.3 0.7 1.5 0.02 8 3 14.974976799916476 7.968486335600502 3.42701045130079 0.3265225698947898 2.32520047686925 -1.1360186799547733 -1.213510081313137 False 0.025 Inputed -18.50125437189708 -18.252223203360654 """""" """""" """"""
-0.20572708935980308 0.22657956407941282 -6.064312206177197 18.29838982789775 5471.574411169073 58.90296096366481 22 14 14 22.105115700047463 55 True True 2020ckd 189.15249999999997 8.5876 SNIa 0.0497 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 189.15249999999997 8.5876 TNS 2020ckd ZTF20aamkyyx 2020ckd SNIa 0.0497 0.09302509776862067 1.5036867694003604 0.3629414859432103 0.6830752486824565 1.5036867694003604 2.6276118279723093 7.255838472013311 7.255838472013311 14.849277228034152 14.849277228034152 58898.41994210007 58892.31643520016 17.916441758207178 17.916441758207178 17.95284402850068 2.695658087662411 2.139389885495436 2.0498591235071473 189.152440159416 8.587033677343324 0.0005933696280906453 15.65048725316167 16.834972137868405 16.040668574428558 0.975 """""" """""" """""" """""" 0 False True all False False 0 2.139389885495436 2.0498591235071473 189.152440159416 8.587033677343324 0.0005933696280906453 15.65048725316167 16.834972137868405 16.040668574428558 0.975 False False 0.3 0.7 1.5 0.02 8 3 6.10350689990446 2.0498591235071473 2.139389885495436 0.794303563439847 0.9581512642481455 -1.0814696203387726 -1.9121754540721234 False 0.0497 Inputed -18.78847288270882 -18.824875153002324 """""" """""" """"""
-0.18267948805286652 0.2431347413521908 -6.084795772153762 19.06403059393409 5649.601171105763 185.51177209690752 40 28 28 58.953865699935704 76 True True 2021bqu 248.91167499999997 53.661344444444445 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 248.91167499999997 53.661344444444445 TNS 2021bqu ZTF21aagtoic 2021bqu SNIa 0.09 -0.047810736877494264 0.2681451091798408 0.02458075618613975 0.10124808616502179 0.2681451091798408 0.45441826650296946 11.676404568185081 11.676404568185081 47.27746113175063 47.27746113175063 59258.51189809991 59248.491793999914 18.496823506894405 18.496823506894405 18.590028717663426 1.0044632929207464 1.5331272328437937 4.305740817629465 248.9104074166765 53.6604136795807 0.0013713617499465647 16.46903884730816 17.75170280499935 16.906558008152842 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.5331272328437937 4.305740817629465 248.9104074166765 53.6604136795807 0.0013713617499465647 16.46903884730816 17.75170280499935 16.906558008152842 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.020104099996388 4.305740817629465 1.5331272328437937 0.8451447968465082 2.808469333391696 -0.7451207018950541 -1.6834707095105834 False 0.09 Inputed -19.46035592751581 -19.55356113828483 """""" """""" """"""
-0.03871799474944883 0.3052607746795532 -6.536562820469837 19.266862713572483 4306.006445269374 244.1899058178369 22 7 7 13.97415510006249 44 True False 2021uqo 327.32473749999997 -21.848852777777775 SNIc 0.097 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 327.32473749999997 -21.848852777777775 TNS 2021uqo ZTF21abqmmyz 2021uqo SNIc 0.097 0.3518943862239432 0.6579158826454972 0.42380816381977127 0.49871806836592114 0.6579158826454972 0.8303069164279151 35.14822211525741 35.14822211525741 -21.17406701519492 -21.17406701519492 59439.35664349981 59428.31881939992 19.06148192511483 19.38282707571566 19.06148192511483 2.2443017131684257 1.6545970198618583 0.7555292018487371 327.32489061 -21.84900721 0.0005840842064417373 16.511120247995855 17.29049457563162 16.822066698765756 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.6545970198618583 0.7555292018487371 327.32489061 -21.84900721 0.0005840842064417373 16.511120247995855 17.29049457563162 16.822066698765756 0.99 False False 0.3 0.7 1.5 0.02 8 3 11.037824099883437 0.7555292018487371 1.6545970198618583 0.4684278768658636 0.45662429750527167 -2.0923325000840407 -2.239415226349074 False 0.097 Inputed -19.154760099799702 -18.833414949198872 """""" """""" """"""
-0.18729377952068849 0.14426311229544755 -8.63961263708522 18.178977514355992 4243.429785386075 128.2576891616985 51 39 39 60.81521990010515 71 True True 2020hxn 258.1041125 42.265525 SNIa 0.03683 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 258.1041125 42.265525 TNS 2020hxn ZTF20aavnnqo 2020hxn SNIa 0.03683 0.4495849835083412 1.1120007551082267 0.596925979816497 0.7559379847056498 1.1120007551082267 1.5244355589481415 13.622630240947688 13.622630240947688 47.19258965915746 47.19258965915746 58973.36694440013 58961.442025499884 17.622422632099994 18.030180498280433 17.622422632099994 3.7076781081660584 2.338022340287416 1.1183841682870366 258.104138246756 42.26521492257935 0.00039413282199984856 15.076945292277932 16.01631033726573 15.432459438276886 0.975 """""" """""" """""" """""" 0 False True all False False 0 2.338022340287416 1.1183841682870366 258.104138246756 42.26521492257935 0.00039413282199984856 15.076945292277932 16.01631033726573 15.432459438276886 0.975 False False 0.3 0.7 1.5 0.02 8 3 11.924918900243938 1.1183841682870366 2.338022340287416 0.5838508989888425 0.478346228355351 -2.0138701610147045 -2.1899631938231074 False 0.03683 Inputed -18.461420635936676 -18.053662769756237 """""" """""" """"""
-0.12327246318199145 0.2985154432501673 -5.396503884144227 18.72428176803124 5500.077247369244 79.48655321731565 32 19 19 35.93062500003725 62 True True 2020qto 250.91895833333325 33.539049999999996 SNIa 0.0802 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 250.91895833333325 33.539049999999996 TNS 2020qto ZTF20abqefja 2020qto SNIa 0.0802 0.03569811527998468 0.951361406133362 0.2231636213354804 0.43646204496102925 0.951361406133362 1.6055526283145305 16.37400769812074 16.37400769812074 19.556617301916514 19.556617301916514 59075.19679399999 59063.2332870001 18.440382852394098 18.440382852394098 18.447683481667553 0.9394335777554098 2.4021761592369115 2.409044686900746 250.91845950777702 33.5395743397361 0.0006349380187885556 15.411430772793889 16.506592468340397 15.771003141091466 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.4021761592369115 2.409044686900746 250.91845950777702 33.5395743397361 0.0006349380187885556 15.411430772793889 16.506592468340397 15.771003141091466 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 11.963506999891251 2.409044686900746 2.4021761592369115 0.7355893272489311 1.0028592939104084 -1.933790384053701 -2.6766803405760875 False 0.0802 Inputed -19.347767378475645 -19.3550680077491 """""" """""" """"""
-0.1304443300800666 0.4114454911205482 -9.341920531795727 19.396798001811344 5859.137847368031 169.74019309557846 42 23 23 24.034618000034243 53 True True 2019udj 15.917445833333332 1.0546166666666668 SNIa 0.11 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 15.917445833333332 1.0546166666666668 TNS 2019udj ZTF19acngsnb 2019udj SNIa 0.11 -0.06616696480183748 0.27774692559318126 0.011965825210943137 0.09516964698623553 0.27774692559318126 0.4835750079611856 11.462515741361841 11.462515741361841 12.572102258672402 12.572102258672402 58802.18876159983 58788.19243060006 18.90055965075672 18.90055965075672 19.17186299679198 0.5914989216989199 0.7395944257808742 0.444150734159246 15.91738113142165 1.054721721518455 0.0059869590865360145 21.650157247158887 22.008647302805187 21.756304437657594 0.2722222222222222 """""" """""" """""" """""" 0 False True all False False 0 0.7395944257808742 0.444150734159246 15.91738113142165 1.054721721518455 0.0059869590865360145 21.650157247158887 22.008647302805187 21.756304437657594 0.2722222222222222 False False 0.3 0.7 1.5 0.02 8 3 13.99633099976927 0.444150734159246 0.7395944257808742 0.2523428651475932 0.6005328308015645 3.108087652048468 2.5844414408656142 False 0.11 Inputed -19.32329678563771 -19.59460013167297 """""" """""" """"""
-0.20921726575196067 0.20892880190280905 -8.95203322842471 17.381138093331785 5848.907960646883 165.35361741998793 48 38 38 72.81666669994593 41 True True 2020fwn 223.9763583333333 17.60643055555556 SNIa 0.0389 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 223.9763583333333 17.60643055555556 TNS 2020fwn ZTF20aauombk 2020fwn SNIa 0.0389 -0.06507510817168338 0.2894722933375711 0.015271865495222414 0.1009725982240326 0.2894722933375711 0.5026074100760844 10.509300481690321 10.509300481690321 62.30736621825561 62.30736621825561 58955.39872690011 58943.4212962999 16.743551155624836 16.743551155624836 16.953762984803586 6.235884423692613 1.8858121423194938 1.8683191911025183 223.976613124903 17.6059719071399 0.001687985814022408 17.342289103580715 17.882832276747227 17.526400355608466 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.8858121423194938 1.8683191911025183 223.976613124903 17.6059719071399 0.001687985814022408 17.342289103580715 17.882832276747227 17.526400355608466 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.977430600207299 1.8683191911025183 1.8858121423194938 0.35643192113876054 0.9907239163305738 1.1392811211223908 0.5726373708048804 False 0.0389 Inputed -19.2499118531347 -19.46012368231345 """""" """""" """"""
-0.14195285975222133 0.3002417469792369 -8.551431748645243 18.96341849166067 5383.190838229384 154.20652168588092 22 10 10 53.79262739978731 34 True True 2019bgk 177.73362541666 36.504275694444 SNIa 0.0896 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 177.73362541666 36.504275694444 TNS 2019bgk ZTF19aakjbej 2019bgk SNIa 0.0896 0.048363923364533434 0.46707632197668403 0.14281346572473197 0.24385547136489905 0.46707632197668403 0.7209359905722401 11.753731494769179 11.753731494769179 42.03889590501813 42.03889590501813 58538.320081000216 58526.49074070016 18.58857431009053 18.58857431009053 19.00081297160918 2.408678162249848 1.4615376955706978 0.9198933770984697 177.7338986291 36.5044063250163 0.0020001798612846455 18.40118600831151 18.99569738198638 18.719712643570304 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.4615376955706978 0.9198933770984697 177.7338986291 36.5044063250163 0.0020001798612846455 18.40118600831151 18.99569738198638 18.719712643570304 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.829340300057083 0.9198933770984697 1.4615376955706978 0.2759847384160743 0.6294010615574797 0.4071230718958496 -0.28110032803887464 False 0.0896 Inputed -19.039713935300178 -19.451952596818828 """""" """""" """"""
-0.2314988328485415 0.2316682104370478 -5.856376896616063 18.015741337793095 5895.15537188469 82.25092990141567 40 24 24 40.93659730022773 58 True True 2020mdd 237.97418749999997 34.07338611111111 SNIa 0.0488 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 237.97418749999997 34.07338611111111 TNS 2020mdd ZTF20abeeahl 2020mdd SNIa 0.0488 -0.053204862587328705 0.767532819993221 0.11540065342897421 0.30686362484054186 0.767532819993221 1.349875784135154 7.436612403222743 7.436612403222743 33.499984897004985 33.499984897004985 59016.2040161998 59009.22833329998 17.487565397883493 17.487565397883493 17.80431844264188 3.238368510738799 0.9946017211379056 0.4463220621315812 237.9740686574315 34.073461478575396 0.00018927093556087016 16.36974325964451 17.50262754402399 16.7515461104691 0.5850000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.9946017211379056 0.4463220621315812 237.9740686574315 34.073461478575396 0.00018927093556087016 16.36974325964451 17.50262754402399 16.7515461104691 0.5850000000000001 False False 0.3 0.7 1.5 0.02 8 3 6.97568289982155 0.4463220621315812 0.9946017211379056 0.7510814335548908 0.44874451013512456 0.01506214614049739 -1.052772332172779 False 0.0488 Inputed -18.896854019591046 -19.213607064349432 """""" """""" """"""
-0.13714327512788116 0.20043412361503385 -34.63209518271579 17.761978480798565 5210.287404671421 447.91255274116963 18 8 8 56.83535879990086 78 True True 2018fag 331.34086958333 16.721499694444 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 331.34086958333 16.721499694444 TNS 2018fag ZTF18ablwhde 2018fag CV 0.0 0.12732416065529506 0.26675910868510044 0.1609865369532244 0.19543739070732258 0.26675910868510044 0.34140076579061684 -22.912456394389135 -22.912456394389135 79.74781519429 79.74781519429 58740.36253469996 58740.36253469996 17.420669951024074 18.05745154180618 17.420669951024074 149.8283118490967 0.2802647134352671 0.04286565098161133 331.340879145119 16.72150730499405 0.00045847355685757485 20.925043475435974 20.65658785362959 20.964224775714875 0.255 """""" """""" """""" """""" 0 False True all False False 0 0.2802647134352671 0.04286565098161133 331.340879145119 16.72150730499405 0.00045847355685757485 20.925043475435974 20.65658785362959 20.964224775714875 0.255 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.04286565098161133 0.2802647134352671 -0.3076369220852868 0.15294701375780592 2.5991363118234077 3.5435548246908013 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.1070564369490708 0.40070013073039135 -8.523586558238987 18.557614074697405 6027.400129705577 82.25080169942711 14 12 12 28.98283570026979 74 True True 2018jtk 192.16187499999 5.689419 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 192.16187499999 5.689419 TNS 2018jtk ZTF18acvweal 2018jtk SNIa 0.08 -0.03982983265082751 0.7894453018547019 0.13062002477709456 0.32410832474863227 0.7894453018547019 1.377455086492148 0.04266284421393074 0.04266284421393074 28.94017285605586 28.94017285605586 58465.54452549992 58465.52089119982 18.249431125239536 18.249431125239536 18.4046976297247 1.7869935253582245 0.39488182916368797 0.8575932809362873 192.16165698982252 5.68951742570617 0.0017424169879288742 20.763119395155904 21.25319743134141 20.951500878107545 0.145 """""" """""" """""" """""" 0 False True all False False 0 0.39488182916368797 0.8575932809362873 192.16165698982252 5.68951742570617 0.0017424169879288742 20.763119395155904 21.25319743134141 20.951500878107545 0.145 False False 0.3 0.7 1.5 0.02 8 3 0.023634300101548433 0.8575932809362873 0.39488182916368797 0.3016965532338638 2.1717719520104692 3.0037663061018733 2.5468032483828438 False 0.08 Inputed -19.385236392346677 -19.540502896831843 """""" """""" """"""
-0.155309538594253 0.3703350013043202 -7.520313084594271 18.965221280054113 5159.15888020782 137.26325474895197 68 22 22 16.91552080027759 67 True True 2021ias 225.79550833333332 8.12213611111111 SNIa 0.092 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 225.79550833333332 8.12213611111111 TNS 2021ias ZTF20abvdtgl 2021ias SNIa 0.092 0.10856633589176923 0.6076873696077563 0.21987583978675218 0.33982996193455506 0.6076873696077563 0.9165189918064272 0.8981872067851571 0.8981872067851571 16.017333593492435 16.017333593492435 59309.38081019977 59307.35822919989 18.682393283258207 18.794419670394642 18.682393283258207 0.7143439666018666 2.59226129476658 1.0967483053969644 225.79522425551698 8.12201896307099 0.0006572077175613922 15.493924528816937 16.77714908960104 15.905322096558809 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.59226129476658 1.0967483053969644 225.79522425551698 8.12201896307099 0.0006572077175613922 15.493924528816937 16.77714908960104 15.905322096558809 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 2.022580999881029 1.0967483053969644 2.59226129476658 0.8718269930422302 0.4230855537638697 -2.0172705807936033 -2.7770711866993985 False 0.092 Inputed -19.416641319144166 -19.30461493200773 """""" """""" """"""
-0.07734795696145522 0.12998000471286997 -20.020353317277383 17.426247156405456 5182.314521485554 190.316041657681 121 30 30 73.93041669996455 76 True True 2019npx 308.21695791666 -12.850081 SNIIn 0.057 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 308.21695791666 -12.850081 TNS 2019npx ZTF19abpvbzf 2019npx SNIIn 0.057 0.1777592202383147 0.5392005707442138 0.2610512715962976 0.34892854395864603 0.5392005707442138 0.7501925589265994 35.46037587841556 35.46037587841556 38.47004082154899 38.47004082154899 58740.35453699995 58711.25297449995 16.93643504994151 17.055456420451804 16.93643504994151 1.468141594783105 2.7661513314508968 5.360042935085295 308.21791358 -12.85124234 0.004461007250221138 17.032308334565162 19.495440338540078 16.989544333541392 1.0 """""" """""" """""" """""" 1 False True all False False 0 1.1433327604391026 3.8491058449254485 308.21773153 -12.85083883 0.007759843704241209 19.19129993776083 17.35812488603592 19.580533031010628 1.0 False False 0.3 0.7 1.5 0.02 8 3 29.1015625 5.360042935085295 2.7661513314508968 2.505896004998686 1.9377258482361683 2.4399839180882736 0.05310928359988054 False 0.057 Inputed -20.106180368009145 -19.987158997498852 """""" """""" """"""
-0.005061126175369805 0.5616576078783765 -15.213247608414296 18.407004518732265 4763.585502174749 150.51005070422013 138 94 94 74.87776619987562 36 True False 2021pla 241.40912499999996 69.59478888888889 SNII 0.023646 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 241.40912499999996 69.59478888888889 TNS 2021pla ZTF21abfiuqf 2021pla SNII 0.023646 0.3066099299030043 0.8158459000151517 0.4216746001170186 0.5446198016227086 0.8158459000151517 1.1239669897556936 106.79569288431503 106.79569288431503 -31.917926684439408 -31.917926684439408 59384.33380790008 59376.304016199894 18.260982503882573 18.47889319279797 18.260982503882573 2.497888089973388 4.1005787649666905 18.551562018868996 241.42364111 69.59381976 0.0031891390522262864 14.041399513661862 15.288355668616294 14.401408686113358 0.9400000000000001 """""" """""" """""" """""" 4 False True all False False 0 0.7872471671011851 1.9534271764992315 241.40807929 69.59519077 0.005754688930290963 20.32080210646391 19.435160377383234 20.46511209847927 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.02979170018807 18.551562018868996 4.1005787649666905 0.8869469825029359 4.524132587664047 -3.190537524181675 -3.859573817769215 False 0.023646 Inputed -16.85355199467353 -16.635641305758135 """""" """""" """"""
-0.21523154805738554 0.25767684030300786 -6.480072636025559 17.496814150326536 5593.382228753456 203.6733732445652 70 54 54 58.844745399896055 55 True False 2019uen 49.92717083333332 35.65442777777778 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 49.92717083333332 35.65442777777778 TNS 2019uen ZTF19acnkeji 2019uen SNIa 0.04 -0.035991915733557533 0.2515334999754515 0.03041230312676646 0.10037538718401251 0.2515334999754515 0.41863951381148823 11.699536734987923 11.699536734987923 47.14520866490813 47.14520866490813 58802.190775500145 58790.31158560002 16.978389411203576 16.978389411203576 17.062110953172944 1.1407546407362892 3.9293625788044864 7.9650665544541495 49.9255942 35.65262389 0.002109096033462987 15.062193226718902 16.161898905563355 15.344360244369508 0.95 """""" """""" """""" """""" 0 False True all False False 0 3.9293625788044864 7.9650665544541495 49.9255942 35.65262389 0.002109096033462987 15.062193226718902 16.161898905563355 15.344360244369508 0.95 False False 0.3 0.7 1.5 0.02 8 3 11.879189900122583 7.9650665544541495 3.9293625788044864 0.8175386611938471 2.027063269095806 -0.8164905056402212 -1.717750708803436 False 0.04 Inputed -19.202693934308474 -19.286415476277842 """""" """""" """"""
-0.14373229942442328 0.2629337456958144 -4.375466362378537 17.106492353795336 4854.03602095327 177.7036116457905 107 50 50 70.79784720018506 49 True False 2020scd 311.2998333333333 69.40886111111112 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 311.2998333333333 69.40886111111112 TNS 2020scd ZTF20abwkqxd 2020scd SNIa 0.05 0.1545972409175853 0.5387915004679726 0.24259305001362463 0.3358024878647434 0.5387915004679726 0.7655444641555675 17.91571105226274 17.91571105226274 52.882136147922324 52.882136147922324 59097.342152799945 59084.34501159983 16.68147942589664 16.68147942589664 16.866289483660438 5.954379662872825 0.9496650485766999 0.83104408563855 311.29973293 69.40908924 0.005439853180098209 20.74871350402832 21.96255015449524 20.425342596149445 0.6625 """""" """""" """""" """""" 0 False True all False False 0 0.9496650485766999 0.83104408563855 311.29973293 69.40908924 0.005439853180098209 20.74871350402832 21.96255015449524 20.425342596149445 0.6625 False False 0.3 0.7 1.5 0.02 8 3 12.997141200117767 0.83104408563855 0.9496650485766999 1.537207558345795 0.875091788293218 5.2810707285986 3.559053112489007 False 0.05 Inputed -19.888249147514838 -20.073059205278636 """""" """""" """"""
-0.15241265859530573 0.36496093618392267 -3.8566210108761303 18.51798026182506 5679.336394339949 213.77760732871886 42 16 16 19.04850689973682 55 True True 2019lel 187.64849999999 42.971281 SNIa 0.065627 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 187.64849999999 42.971281 TNS 2019lel ZTF19abfwfei 2019lel SNIa 0.065627 -0.07362959860442686 0.19073195855050784 -0.01238538957930757 0.05201103740182944 0.19073195855050784 0.3435098939233683 14.73070804562128 14.73070804562128 4.3177988541155425 4.3177988541155425 58686.17417819984 58674.20024310006 18.137289219909984 18.137289219909984 18.322474162506648 0.49400487455625935 3.2405978158453514 21.140793389653673 187.647491514651 42.9654551070991 0.005433293521862503 14.516880941075684 15.662542570774555 14.921479145317079 0.975 """""" """""" """""" """""" 10 False True all False False 0 0.7 5.150163126564238 187.650453480976 42.9713407526162 0.29141367530326845 23.7155888237226 24.0537006671381 23.66065009214997 0.5 False False 0.3 0.7 1.5 0.02 8 3 11.973935099784285 21.140793389653673 3.2405978158453514 0.7410634254574759 6.5237325305481715 -2.4747466491354295 -3.400995017189569 False 0.065627 Inputed -19.030473247896776 -19.21565819049344 """""" """""" """"""
-0.18376456536983737 0.19320923759574457 -11.34324328866526 18.223515118372767 5671.479764092543 157.46410831330877 31 17 17 47.98969900002703 178 True False 2019lfw 294.62579041666 -6.468307694444 SNIa 0.046 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 294.62579041666 -6.468307694444 TNS 2019lfw ZTF19abexfad 2019lfw SNIa 0.046 -0.0007814865433815044 0.3934274393193462 0.08824193450122664 0.18341078180142034 0.3934274393193462 0.6319118597341777 13.581473814473389 13.581473814473389 34.40822518555364 34.40822518555364 58688.31422450021 58672.33563659992 17.74692542350804 17.74692542350804 17.759858589815746 1.3013994515773757 2.0667647670995186 4.125702542130493 294.62527332 -6.46933209 0.0049476562384775935 17.89759433684349 18.67711036052704 18.07256558799744 0.99 """""" """""" """""" """""" 1 False True all False False 0 0.9804344448819012 2.997550268333789 294.62634619 -6.46768452 0.010728156444796522 20.20668977370262 21.794935387706758 21.66609116821289 0.6 False False 0.3 0.7 1.5 0.02 8 3 15.978587900288403 4.125702542130493 2.0667647670995186 0.6045447725296 1.9962129255379515 0.9301849370189998 0.31270699818169234 False 0.046 Inputed -18.81156115325339 -18.824494319561097 """""" """""" """"""
-0.17957697087822277 0.22038159197180912 -6.622805269238828 18.28896865319745 5929.314018277424 117.35022167528649 77 62 62 68.80179399996996 47 True True 2020fxa 233.63766666666663 37.533830555555554 SNIa 0.064 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 233.63766666666663 37.533830555555554 TNS 2020fxa ZTF20aauowam 2020fxa SNIa 0.064 -0.0795856806364128 0.4412384940234517 0.03376598641450812 0.15785999992954913 0.4412384940234517 0.7769838606812911 14.706599683425193 14.706599683425193 54.09519431654476 54.09519431654476 58956.36594909988 58943.45853010006 17.711165174386455 17.711165174386455 17.868395354234703 3.235747195377396 3.4875717808263773 6.289691850338247 233.637929097349 37.5320958575078 0.00391050821878991 16.336762551268933 17.09314125775814 16.673939219139815 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.4875717808263773 6.289691850338247 233.637929097349 37.5320958575078 0.00391050821878991 16.336762551268933 17.09314125775814 16.673939219139815 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.907418999820948 6.289691850338247 3.4875717808263773 0.4192020386183266 1.8034587517071576 -0.6180239166283137 -1.1944561350948888 False 0.064 Inputed -19.429236529441866 -19.586466709290114 """""" """""" """"""
-0.055134828206178765 0.3554909682822288 -18.36146706898497 18.616003473334374 5557.332778459199 353.67561534628703 90 51 51 74.94077549967915 47 True True 2021ezt 254.66245833333326 26.49233888888889 SNIIn 0.050162 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 254.66245833333326 26.49233888888889 TNS 2021ezt ZTF21aaoqbbw 2021ezt SNIIn 0.050162 -0.0004956841776504461 0.16233889610046504 0.038408436956380854 0.07849801119028754 0.16233889610046504 0.25124235521901284 30.442689528980427 30.442689528980427 44.498085970698725 44.498085970698725 59310.44946759986 59280.40396990022 18.275987705612277 18.27858722054433 18.275987705612277 0.43935764261504745 3.0039571946563277 3.1282302861612448 254.6632826535445 26.49187977601225 0.0014080855840324924 15.851161210359335 16.704149871656895 16.197192397773264 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 2.411788889535268 254.662236967215 26.4916989130025 0.10435193829278244 23.924227396290302 24.82104019249916 24.566529493842125 1.0 False False 0.3 0.7 1.5 0.02 8 3 30.04549769964069 3.1282302861612448 3.0039571946563277 0.5069574738836309 1.041369794391872 -1.574437348887436 -2.0787953078390125 False 0.050162 Inputed -18.48565804202117 -18.483058527089117 """""" """""" """"""
-0.10894732758304879 0.39721240761913945 -3.496826528854412 18.66777979034959 6104.632094009341 65.76060656057018 79 54 54 50.97253469983116 37 True True 2020mkk 219.33280416666665 55.21447777777778 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 219.33280416666665 55.21447777777778 TNS 2020mkk ZTF20abejvpr 2020mkk SNIa 0.09 -0.12001162524951425 0.919391467658663 0.08260159183852522 0.32037016572385824 0.919391467658663 1.7200140128476562 19.008112293371617 19.008112293371617 31.96442240645954 31.96442240645954 59026.235347200185 59012.205000000075 18.23298128749011 18.23298128749011 18.402350192754295 1.4241092158695199 2.056967681053406 3.536757249225603 219.333607652644 55.213608844836 0.003619904866758117 17.679478519638778 18.137092437558174 17.896594905763862 0.985 """""" """""" """""" """""" 0 False True all False False 0 2.056967681053406 3.536757249225603 219.333607652644 55.213608844836 0.003619904866758117 17.679478519638778 18.137092437558174 17.896594905763862 0.985 False False 0.3 0.7 1.5 0.02 8 3 14.030347200110555 3.536757249225603 2.056967681053406 0.24049753179431121 1.719403412023651 -0.09588884993193503 -0.505755286990432 False 0.09 Inputed -19.64803445242494 -19.817403357689127 """""" """""" """"""
-0.14604769934362785 0.43252728281893305 -5.618863136825832 19.157467691136628 4444.56485822014 134.1379094064431 28 12 12 20.999791600275785 59 True True 2019kcj 242.67833874999 15.155910583333 SNIa 0.077846 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 242.67833874999 15.155910583333 TNS 2019kcj ZTF19abcupln 2019kcj SNIa 0.077846 0.32365918308941843 0.9103424932095479 0.4546227252631603 0.5956493463362058 0.9103424932095479 1.2731168888189721 12.153629498333611 12.153629498333611 8.846162101942173 8.846162101942173 58675.24479170004 58663.21090279985 19.008713581133875 19.241602999369178 19.008713581133875 1.0065921157033206 2.422058755206054 0.8099577678669896 242.67824001593698 15.15570677547025 0.0011748834445667322 16.458864751398565 17.5317601175189 16.799580680282116 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.422058755206054 0.8099577678669896 242.67824001593698 15.15570677547025 0.0011748834445667322 16.458864751398565 17.5317601175189 16.799580680282116 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.033888900186867 0.8099577678669896 2.422058755206054 0.732179437236784 0.3344088024809635 -1.7098428818502782 -2.2091329008517597 False 0.077846 Inputed -18.7209265477571 -18.488037129521796 """""" """""" """"""
-0.08186037893482313 0.34644947480546745 -7.637708442812377 17.368883901711005 3599.059731885477 351.4731514294575 77 43 43 73.95025460002944 38 True True 2020xqj 180.95637499999998 29.7171 SNII 0.010551 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 180.95637499999998 29.7171 TNS 2020xqj ZTF18aahrzkb 2020xqj SNII 0.010551 0.6792479343976439 0.9250160184661951 0.7381900932962857 0.7987735490105194 0.9250160184661951 1.0582895488278155 5.311392216562329 5.311392216562329 68.63886238346711 68.63886238346711 59153.493182899896 59153.493182899896 17.033004005978906 17.793389020921023 17.033004005978906 6.129425197889657 7.265763384642407 17.069217652015475 180.95848540150251 29.71272714512735 0.006674976361716545 14.752504986386896 15.958799438533784 15.044989642651082 0.9611111111111111 """""" """""" """""" """""" 5 True True all False False 0 1.303367447795993 3.292792846167163 180.95680524 29.71626514 0.00497928975958728 18.77391620861888 17.12968412592411 19.367385461163522 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 17.069217652015475 7.265763384642407 0.9138097958827025 2.3492669315511376 -1.8345895823872382 -1.9880143633278244 False 0.010551 Inputed -16.321938363319447 -15.56155334837733 """""" """""" """"""
-0.05034165953337412 0.30856539176237163 -9.718375023172815 19.03520528712021 6155.225578742984 220.9157478365811 16 6 6 7.017754700034857 35 True False 2019kau 199.00003791666 -14.90429736111 SNIa 0.094 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 199.00003791666 -14.90429736111 TNS 2019kau ZTF19abdsnmj 2019kau SNIa 0.094 -0.14118029275783073 0.09939043969572481 -0.08537685875533185 -0.026749842870231078 0.09939043969572481 0.23809556190923686 20.636925442616622 20.636925442616622 -13.619170742581765 -13.619170742581765 58676.17041670019 58669.17194439983 18.71518523865915 18.71518523865915 18.901306294878044 1.1728601058666608 1.0715579276570724 0.3486677506785871 198.9999981 -14.90420848 0.007811656957080748 21.104811349987983 21.397835369229316 21.268609268474577 0.9625 """""" """""" """""" """""" 0 False True all False False 0 1.0715579276570724 0.3486677506785871 198.9999981 -14.90420848 0.007811656957080748 21.104811349987983 21.397835369229316 21.268609268474577 0.9625 False False 0.3 0.7 1.5 0.02 8 3 6.998472300358117 0.3486677506785871 1.0715579276570724 0.12922610075473884 0.32538394955552064 2.682650130570167 2.3673029735965336 False 0.094 Inputed -19.24534710450993 -19.431468160728823 """""" """""" """"""
-0.11648259915365805 0.4075192360836337 -1.0831233015749882 18.48568081562226 6201.449429154922 203.08528535771978 36 22 22 14.009444399736822 29 True True 2020oqp 215.311175 25.649433333333334 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 215.311175 25.649433333333334 TNS 2020oqp ZTF20abkwvgc 2020oqp SNIa 0.08 -0.195259860799311 0.05589850907863436 -0.13744567916192807 -0.07640228286233608 0.05589850907863436 0.20272462780101463 19.714922319162845 19.714922319162845 -5.705477919426022 -5.705477919426022 59052.28991900012 59039.19832180021 18.16554577738248 18.16554577738248 18.49457003661308 0.30978851172441957 0.8453533528383164 1.9192825664769575 215.31064444 25.64966888 0.025539574390325392 22.244483976703883 23.48512449142933 22.3952820453763 0.5833333333333334 """""" """""" """""" """""" 0 False True all False False 0 0.8453533528383164 1.9192825664769575 215.31064444 25.64966888 0.025539574390325392 22.244483976703883 23.48512449142933 22.3952820453763 0.5833333333333334 False False 0.3 0.7 1.5 0.02 8 3 13.091597199905664 1.9192825664769575 0.8453533528383164 1.0898424460530265 2.2703909081721507 5.319578714046848 3.9007120087632217 False 0.08 Inputed -19.295363985458298 -19.624388244688898 """""" """""" """"""
-0.16772183403667912 0.20975028799407497 -12.687374233876284 18.61648918073844 6394.922647335152 73.80154637215713 37 21 21 55.908819400239736 39 True True 2019gwb 219.31504208333 30.165839 SNIa 0.074 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 219.31504208333 30.165839 TNS 2019gwb ZTF19aawafvn 2019gwb SNIa 0.074 -0.02783024973551207 0.9330920551487303 0.16541142615224658 0.38778364604108617 0.9330920551487303 1.639047534644817 14.631525071621217 14.631525071621217 41.27729432861852 41.27729432861852 58653.26899310015 58635.26216439996 18.00679952069907 18.00679952069907 18.203547941327468 4.377560564467484 0.8047815753765454 1.298668230416302 219.3154122413005 30.1656725207028 0.0009910182308036086 18.511253958223165 18.98266697937727 18.775237210283876 0.885 """""" """""" """""" """""" 0 False True all False False 0 0.8047815753765454 1.298668230416302 219.3154122413005 30.1656725207028 0.0009910182308036086 18.511253958223165 18.98266697937727 18.775237210283876 0.885 False False 0.3 0.7 1.5 0.02 8 3 18.006828700192273 1.298668230416302 0.8047815753765454 0.2074297690933946 1.6136903107016016 0.9758674586782021 0.5716892689564084 False 0.074 Inputed -19.414224332131898 -19.610972752760297 """""" """""" """"""
-0.18189361858103587 0.18509151710338453 -11.624776408170332 16.581722844789418 5458.327675515722 111.54303855622769 68 33 33 66.09842590009794 54 True True 2019bkh 197.23906041666 28.281244111111 SNIa 0.019512 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 197.23906041666 28.281244111111 TNS 2019bkh ZTF19aakzwao 2019bkh SNIa 0.019512 0.09839868846832545 0.7301645506217973 0.2355944794588929 0.3859820380417247 0.7301645506217973 1.1394671753041976 16.69581092600022 16.69581092600022 49.402614974097716 49.402614974097716 58559.351678200066 58540.30521989986 16.065664483653336 16.065664483653336 16.12712255269465 10.700267694328119 6.190894195424328 3.7133523743903725 197.23824048686652 28.28050750043035 0.003016299451537141 15.153756435263752 15.778882063426376 15.550689533947407 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 1.0239722722589335 197.239383350817 28.2812494673061 0.005195963233928236 21.157647803647517 21.7962807806921 20.9624438846457 0.61 False False 0.3 0.7 1.5 0.02 8 3 19.046458300203085 3.7133523743903725 6.190894195424328 0.22819252947896906 0.5998087282988781 -0.28678242022695954 -0.5764330187472435 False 0.019512 Inputed -18.567861950252887 -18.6293200192942 """""" """""" """"""
-0.1716426793627145 0.1625205910451972 -10.42873803197551 18.95820346591134 5774.0053284753485 86.73916339384624 55 39 39 61.91539350012317 129 True False 2021kwk 277.6429166666666 23.130480555555557 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 277.6429166666666 23.130480555555557 TNS 2021kwk ZTF21aaygmiu 2021kwk SNIa 0.08 0.04091474169320719 0.8645985452715976 0.21241786931308937 0.4054994878150353 0.8645985452715976 1.437039805417605 15.159129805685549 15.159129805685549 46.75626369443762 46.75626369443762 59349.4040045999 59334.40179400006 18.343200635551778 18.343200635551778 18.481791540319996 1.6607335843878857 1.6628280706506762 3.3867495784424593 277.64211841 23.12989221 0.006344219980831567 18.77144514529705 19.289423987674713 18.878668198823927 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.6628280706506762 3.3867495784424593 277.64211841 23.12989221 0.006344219980831567 18.77144514529705 19.289423987674713 18.878668198823927 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.002210599835962 3.3867495784424593 1.6628280706506762 0.41075578885078556 2.036740681865685 0.9462233521229351 0.39687665850393117 False 0.08 Inputed -19.308142481751382 -19.4467333865196 """""" """""" """"""
-0.04129571111023364 0.2998760261306319 -10.270021047019606 19.815103906308163 5804.4886316435195 195.8608735598182 14 8 8 11.023148200009018 43 True False 2020xpy 80.98581666666666 -21.950086111111112 SNIa 0.146 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 80.98581666666666 -21.950086111111112 TNS 2020xpy ZTF20aclfeze 2020xpy SNIa 0.146 -0.05743933682474989 0.2376843139150715 0.010478649291037812 0.08220193972051604 0.2376843139150715 0.41029980356308116 29.918047760651604 29.918047760651604 -18.894899560642585 -18.894899560642585 59150.461967600044 59139.438819400035 19.501624670812152 19.552355264612103 19.501624670812152 1.60975010674939 0.6539808549113617 0.11630209887801984 80.98584973 -21.95007595 0.0008762908248945989 19.544872913122177 20.300808134031296 19.806473291540147 0.73 """""" """""" """""" """""" 0 False True all False False 0 0.6539808549113617 0.11630209887801984 80.98584973 -21.95007595 0.0008762908248945989 19.544872913122177 20.300808134031296 19.806473291540147 0.73 False False 0.3 0.7 1.5 0.02 8 3 11.023148200009018 0.11630209887801984 0.6539808549113617 0.4943348424911491 0.17783716144684852 0.748452869419193 0.304848620727995 False 0.146 Inputed -19.623446870002045 -19.572716276202094 """""" """""" """"""
-0.009525308915541663 0.22117410845796737 -14.056575774562432 18.32416599974035 4036.7395407287127 256.919820939736 64 36 36 74.83373840013519 75 True True 2020absk 136.00384583333332 -0.08890555555555554 SNII 0.01889 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 136.00384583333332 -0.08890555555555554 TNS 2020absk ZTF20acveadu 2020absk SNII 0.01889 0.5186334962114394 0.8357798315284413 0.593473339908055 0.6712168974216546 0.8357798315284413 1.013087992640454 155.3659002948197 155.3659002948197 -80.53216189468452 -80.53216189468452 59199.40387730021 59188.380995399784 18.202525108270752 18.561842282269623 18.202525108270752 1.1748822292491397 8.450373013896778 0.25966528791114507 136.0039004998065 -0.08895261097108725 0.0032742605904935163 14.55603244943142 15.469925487809181 14.89281924672842 0.9722222222222222 """""" """""" """""" """""" 0 False True all False False 0 8.450373013896778 0.25966528791114507 136.0039004998065 -0.08895261097108725 0.0032742605904935163 14.55603244943142 15.469925487809181 14.89281924672842 0.9722222222222222 False False 0.3 0.7 1.5 0.02 8 3 11.022881900426 0.25966528791114507 8.450373013896778 0.5771062410807613 0.030728263413238827 -3.0919167944604418 -3.309705861542332 False 0.01889 Inputed -16.421766630411163 -16.062449456412292 """""" """""" """"""
-0.19304842380951925 0.21484233671576985 -12.885360792127742 18.513587535871828 5643.782686099085 125.16140819789648 38 18 18 48.94151619961485 44 True True 2019enu 168.73573166666 19.833173611111 SNIa 0.062 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 168.73573166666 19.833173611111 TNS 2019enu ZTF19aatgrxl 2019enu SNIa 0.062 0.048676807602539895 0.5813317056197036 0.16600215392905682 0.2934535220934542 0.5813317056197036 0.9179871388567555 12.004286452695833 12.004286452695833 36.93722974691902 36.93722974691902 58622.157835599966 58605.23432870023 17.835347160533278 17.835347160533278 18.05122505347752 1.910600808970451 1.9453311679189724 0.7340929657891848 168.7355198001465 19.83321674941515 0.0018401168302045745 17.616926483950614 18.488514244203568 17.938502117882372 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.9453311679189724 0.7340929657891848 168.7355198001465 19.83321674941515 0.0018401168302045745 17.616926483950614 18.488514244203568 17.938502117882372 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.92350689973682 0.7340929657891848 1.9453311679189724 0.5500121263211959 0.37736143742275224 0.6531670836702901 -0.11272293559514779 False 0.062 Inputed -19.176474257679487 -19.39235215062373 """""" """""" """"""
-0.19704744633161989 0.376292720225142 -8.342645247196348 16.727017131531866 5250.233847794062 178.79299368490283 9 5 5 24.93729170039296 55 True False 2020cdk 207.0255083333333 -13.821488888888888 SNIa 0.03823 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 207.0255083333333 -13.821488888888888 TNS 2020cdk ZTF20aammgop 2020cdk SNIa 0.03823 0.07138057729711988 0.4317141419589987 0.15384895418561229 0.24124864925282097 0.4317141419589987 0.6446250305093528 8.530448362191223 8.530448362191223 16.40684333820174 16.40684333820174 58900.396238400135 58888.48331019981 16.657205584247254 16.657205584247254 17.433666144887855 1.7833045633924265 3.158346364388783 0.7526987426254479 207.02529788 -13.82153308 0.0003947248115448998 14.341991384506226 15.36539963259697 14.693917673802376 0.9199999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.158346364388783 0.7526987426254479 207.02529788 -13.82153308 0.0003947248115448998 14.341991384506226 15.36539963259697 14.693917673802376 0.9199999999999999 False False 0.3 0.7 1.5 0.02 8 3 11.91292820032686 0.7526987426254479 3.158346364388783 0.6714819587945939 0.23832051832957005 -1.291805951650284 -2.7397484710854787 False 0.03823 Inputed -18.731929288668912 -19.508389849309513 """""" """""" """"""
-0.12204911975388079 0.4449542399785448 -7.754120623084953 17.28841313247197 5966.937688672834 140.93857795890614 36 24 24 32.937615800183266 35 True False 2021lsr 194.77490833333331 -25.376380555555556 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 194.77490833333331 -25.376380555555556 TNS 2021lsr ZTF21aazwtoz 2021lsr SNIa 0.04 -0.08937825435777924 0.32770525133476625 0.003493678395155797 0.10368575461970408 0.32770525133476625 0.5862433548783912 17.86032913367038 17.86032913367038 15.077286666512887 15.077286666512887 59359.25211809995 59340.27256939979 16.955627219845386 16.955627219845386 17.16392105944848 0.5547793877050109 1.4217447877693834 3.0968666428112357 194.77506015 -25.37722979 0.007160512520742346 19.250603102254868 19.71167843160629 19.4343879298687 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.4217447877693834 3.0968666428112357 194.77506015 -25.37722979 0.007160512520742346 19.250603102254868 19.71167843160629 19.4343879298687 1.0 False False 0.3 0.7 1.5 0.02 8 3 18.979548700153828 3.0968666428112357 1.4217447877693834 0.2772905017375926 2.1782155766999503 2.756051211760905 2.2704668704202184 False 0.04 Inputed -19.100883828032938 -19.309177667636032 """""" """""" """"""
-0.19515331987782486 0.23324479388478594 -8.63500635195799 18.414163524953313 3607.8035540386127 270.0311927947778 35 34 34 73.90409720037133 40 True True 2020sbw 41.513825 3.3299055555555555 SNIIb 0.023033 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 41.513825 3.3299055555555555 TNS 2020sbw ZTF20abwzqzo 2020sbw SNIIb 0.023033 0.6952883473684324 1.02303061132422 0.772912457806985 0.8533538542275636 1.02303061132422 1.205034562018188 10.84253573374103 10.84253573374103 63.061561466630295 63.061561466630295 59104.424294000026 59092.405844899826 17.75003207848471 18.709670607070056 17.75003207848471 3.377741526849948 5.613446568246425 9.51910246240478 41.513245120469804 3.327325508805685 0.0013371497941714328 13.7402385844481 14.71026707714081 14.077817852517367 1.0 """""" """""" """""" """""" 1 False True all False False 0 1.0372034659233444 2.069640369890589 41.51335983 3.32956665 0.0041945953316503415 19.49503720895052 19.850759925436975 19.533251424121858 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.018449100200087 9.51910246240478 5.613446568246425 0.6324492246234428 1.6957678935168765 -3.9994035299292463 -3.6722142259673447 False 0.023033 Inputed -17.30713130921296 -16.347492780627615 """""" """""" """"""
-0.13942459934607654 0.5764976565303579 -1.9420013794626454 16.487473030618478 5904.168141780247 362.82353842143266 39 23 23 32.06336809974164 45 True True 2021kut 157.87405416666664 6.242641666666667 SNIa 0.0313620009 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 157.87405416666664 6.242641666666667 TNS 2021kut ZTF21aaxwytv 2021kut SNIa 0.0313620009 -0.13756245131624212 0.0037704512230618548 -0.10380409986069594 -0.06901127574679933 0.0037704512230618548 0.08097083089652202 15.066913173538758 15.066913173538758 16.99645492620288 16.99645492620288 59348.22917820001 59335.17067130003 16.27898032002284 16.27898032002284 16.43740044091767 1.3749719491084003 5.038939092654763 4.553769194692178 157.8734127836525 6.2437341663827794 0.0030321666991139917 15.57140624530375 16.222400032817127 15.783356444034577 1.0 """""" """""" """""" """""" 0 False True all False False 0 5.038939092654763 4.553769194692178 157.8734127836525 6.2437341663827794 0.0030321666991139917 15.57140624530375 16.222400032817127 15.783356444034577 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.058506899978966 4.553769194692178 5.038939092654763 0.4390435887825497 0.9037158637877137 -0.056580287205711954 -0.6540439968830931 False 0.0313620009 Inputed -19.294541031883835 -19.452961152778666 """""" """""" """"""
-0.07334747827644078 0.34817225148365316 -8.37285732003295 18.373406669114836 4676.877819783116 146.34191502164296 40 25 25 35.01291669998318 166 True True 2021gcc 110.94348749999999 15.559241666666667 SNII 0.0410647 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 110.94348749999999 15.559241666666667 TNS 2021gcc ZTF21aapdxxs 2021gcc SNII 0.0410647 0.26446750913905603 0.7771940597417206 0.3799191781126723 0.5035566649262009 0.7771940597417206 1.0893056360209314 16.98634835121695 16.98634835121695 18.02656834876623 18.02656834876623 59301.177511599846 59290.20268520014 18.110989579111042 18.284009802565073 18.110989579111042 2.4993670913421395 1.8282195904993008 6.184657644036771 110.94507501049051 15.55845903214075 0.0009928784772386123 15.235992218539716 14.912521625695227 14.685966876525878 0.9944444444444444 """""" """""" """""" """""" 12 False True all False False 0 0.7 2.1983679082356167 110.94411136 15.55913348 0.008244907914213062 20.695490623044968 23.64 15.791556910848616 0.5 False False 0.3 0.7 1.5 0.02 8 3 10.974826399702579 6.184657644036771 1.8282195904993008 0.22655474916934892 3.3828855549828636 -3.371488176869846 -3.4250227025851636 False 0.0410647 Inputed -18.21141667270222 -18.03839644924819 """""" """""" """"""
-0.009513311195417382 0.2123063565427366 -16.58273212885087 18.18068152738038 4362.279089300825 294.9871043499615 66 41 41 74.02395829977468 54 True True 2019bhq 264.90758291666 77.49055 SNII 0.029 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 264.90758291666 77.49055 TNS 2019bhq ZTF19aakssnv 2019bhq SNII 0.029 0.3804503232521199 0.6342968397648576 0.44075449642998876 0.503126668033687 0.6342968397648576 0.774423174645996 146.3179590779408 146.3179590779408 -72.29400077816612 -72.29400077816612 58543.36887730006 58543.36887730006 17.810938536638208 18.405103161977532 17.810938536638208 0.5721761449584681 3.376317576516979 11.115915931068496 264.9052961713245 77.49359777849055 0.00298059892090341 15.1219071810925 15.568251112411023 15.271770199275018 1.0 """""" """""" """""" """""" 3 True True all False False 0 0.7705928325013607 0.28151139321574004 264.90728153 77.49050695 0.0023557233383368903 20.38258395810127 20.912281810426713 18.01472654750347 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 11.115915931068496 3.376317576516979 0.2964809131360049 3.2923194217220866 -2.8368520495665095 -2.53916833736319 False 0.029 Inputed -17.74970400548152 -17.155539380142194 """""" """""" """"""
-0.22181750122605295 0.1944219575826785 -6.862700880710668 16.583439591190878 5281.161482857665 201.1746724005196 56 40 40 74.81928239995614 82 True False 2021kvm 254.984725 -4.4287222222222224 SNIa 0.023169 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 254.984725 -4.4287222222222224 TNS 2021kvm ZTF21aaxwnlr 2021kvm SNIa 0.023169 0.04526298378338112 0.35541042189099414 0.1169170381845106 0.192393086779731 0.35541042189099414 0.5355723790499454 11.458237236016437 11.458237236016437 63.3610451639397 63.3610451639397 59345.39550929982 59334.45777780004 16.022686303853664 16.022686303853664 16.09620214486777 4.253186702778462 6.667294750213178 4.312990220895374 254.98530113 -4.42767085 0.0012682426477322872 13.799657767868043 14.54381424636841 13.997698557281494 0.97 """""" """""" """""" """""" 0 False True all False False 0 6.667294750213178 4.312990220895374 254.98530113 -4.42767085 0.0012682426477322872 13.799657767868043 14.54381424636841 13.997698557281494 0.97 False False 0.3 0.7 1.5 0.02 8 3 10.937731499783695 4.312990220895374 6.667294750213178 0.5461156890869159 0.6468875882167159 -1.4788720574852547 -2.0985035875862774 False 0.023169 Inputed -18.97381956862102 -19.047335409635128 """""" """""" """"""
-0.1639903082303431 0.1979799551729901 -8.884126201267442 18.711909907020384 5104.402662504346 73.93630873266419 51 34 34 37.02386579988524 34 True True 2021ini 174.84512499999997 42.11858888888889 SNIa 0.061012 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 174.84512499999997 42.11858888888889 TNS 2021ini ZTF21aasyydo 2021ini SNIa 0.061012 0.22494231406653142 1.3620025088843377 0.4556263590856311 0.7194719417475746 1.3620025088843377 2.1887124873252475 15.076158210145154 15.076158210145154 21.94770758974009 21.94770758974009 59325.25980320014 59311.17564810021 18.25244032436508 18.335895510005447 18.25244032436508 1.3418190222431698 2.1934044062233635 2.529089517042288 174.8446391699405 42.117985834568 0.0007345178585344003 15.760051863136887 16.893088267252445 16.164112932014465 0.99 """""" """""" """""" """""" 0 False True all False False 0 2.1934044062233635 2.529089517042288 174.8446391699405 42.117985834568 0.0007345178585344003 15.760051863136887 16.893088267252445 16.164112932014465 0.99 False False 0.3 0.7 1.5 0.02 8 3 14.084155099932104 2.529089517042288 2.1934044062233635 0.7289753352379797 1.153042963653434 -1.4428072427530019 -2.088327392350614 False 0.061012 Inputed -18.939885381011837 -18.85643019537147 """""" """""" """"""
-0.21097386167971982 0.18476150403981728 -4.5841403936012455 17.342424494841136 5700.7024772852 93.1794377653242 85 34 34 60.82305549969897 131 True False 2019ptv 300.28963749999 50.860094388888 SNIa 0.038 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 300.28963749999 50.860094388888 TNS 2019ptv ZTF19abxfunp 2019ptv SNIa 0.038 -0.03812955539978802 0.6727784009350195 0.111383159193295 0.2786664629606683 0.6727784009350195 1.1582557072310031 13.291773809908847 13.291773809908847 47.53128168979012 47.53128168979012 58742.132291700225 58732.2606366002 16.81378479906987 16.81378479906987 16.912038129806927 2.317235329728965 1.5302009795394078 0.5047652314846813 300.28972057 50.85996435 0.00041143439278257254 16.287140449380875 17.268671862983705 16.61707116289139 0.29 """""" """""" """""" """""" 0 False True all False False 0 1.5302009795394078 0.5047652314846813 300.28972057 50.85996435 0.00041143439278257254 16.287140449380875 17.268671862983705 16.61707116289139 0.29 False False 0.3 0.7 1.5 0.02 8 3 9.871655100025237 0.5047652314846813 1.5302009795394078 0.6516007000923167 0.3298685847375527 0.4548870639138336 -0.29496696691553836 False 0.038 Inputed -19.240332521086668 -19.338585851823723 """""" """""" """"""
-0.14526735780796113 0.3886003382975426 -6.247102832152888 18.685167167329013 5932.321367159095 114.41814064128955 79 41 41 30.933507000096142 38 True True 2020cdi 174.66404166666663 67.58966111111111 SNIa 0.075 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 174.66404166666663 67.58966111111111 TNS 2020cdi ZTF20aamgdkb 2020cdi SNIa 0.075 -0.08255909033923103 0.4528395533997198 0.033542331159921446 0.16094245373423632 0.4528395533997198 0.8001001403656964 14.107614490679804 14.107614490679804 16.825892509416338 16.825892509416338 58898.280509300064 58884.43244209979 18.319244983537914 18.319244983537914 18.4460916932229 0.35344461541784333 1.0606823213820027 0.47955699276322145 174.664045242422 67.5897943144115 0.006271070333561779 20.810335306860804 21.282506525505184 20.866388371403218 0.9500000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.0606823213820027 0.47955699276322145 174.664045242422 67.5897943144115 0.006271070333561779 20.810335306860804 21.282506525505184 20.866388371403218 0.9500000000000001 False False 0.3 0.7 1.5 0.02 8 3 13.848067200277 0.47955699276322145 1.0606823213820027 0.41611815410196584 0.4521212271534692 2.9632615419672703 2.4202966781803177 False 0.075 Inputed -19.201309730130564 -19.32815643981555 """""" """""" """"""
-0.12679117180277188 0.5080892909639545 -7.305045521308701 18.441903691828408 5830.981829913755 209.4757272341712 27 18 18 28.006678299978375 37 True True 2019gtl 168.31599458333 2.4041905 SNIa 0.079 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 168.31599458333 2.4041905 TNS 2019gtl ZTF19aavwbpc 2019gtl SNIa 0.079 -0.08571600777371202 0.1819256770759914 -0.02382187105644107 0.041333284765453726 0.1819256770759914 0.3370950971995512 13.039174783025489 13.039174783025489 14.967503516952886 14.967503516952886 58649.1728356001 58634.168877299875 18.218635406172343 18.218635406172343 18.230291442827276 0.4025720075959171 1.4468541738491174 0.9856082128547291 168.316169628448 2.40440113867317 0.0023516174040515425 18.620847231174707 19.115571474690437 18.765343906031845 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.4468541738491174 0.9856082128547291 168.316169628448 2.40440113867317 0.0023516174040515425 18.620847231174707 19.115571474690437 18.765343906031845 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.003958300221711 0.9856082128547291 1.4468541738491174 0.3502275686585925 0.681207706117805 0.8969360685180945 0.5350524632045683 False 0.079 Inputed -19.53185272038422 -19.543508757039152 """""" """""" """"""
-0.009103502342102197 0.23979794720554437 -8.506195107841386 19.774419995611694 4042.2006832979623 241.71081906362699 28 15 15 72.82137729972601 83 True True 2021pj 138.86333749999997 31.80761111111111 SNII 0.042 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 138.86333749999997 31.80761111111111 TNS 2021pj ZTF21aabvqmu 2021pj SNII 0.042 0.47966634845806055 0.8116065505104224 0.5576930877640436 0.638953559092446 0.8116065505104224 0.9985327030017075 179.29542218917942 179.29542218917942 -106.47404488945341 -106.47404488945341 59250.351689800154 59219.40822920017 19.64701708734123 19.850076457522363 19.64701708734123 1.284180577717056 7.48077480662381 12.138824876254148 138.86722471770048 31.8069352062452 0.00232854416040551 13.762313705520032 14.86544366849184 14.146296098999978 1.0 """""" """""" """""" """""" 2 True True all False False 0 1.0062536792199248 6.363338415542471 138.861689413158 31.80868943512725 0.0037753868383401112 17.18966683617115 18.522865005146265 17.516897361046077 0.35000000000000003 False False 0.3 0.7 1.5 0.02 8 3 30.943460599984974 12.138824876254148 7.48077480662381 0.719147569491863 1.6226694680751377 -4.984632789030522 -5.500720988341252 False 0.042 Inputed -16.72478135580696 -16.521721985625828 """""" """""" """"""
-0.14622587944720986 0.329310506108777 -10.444820872360696 19.110375304813385 5882.959118421187 145.00088757063597 24 15 15 48.79376160027459 54 True False 2019pue 353.20536083333 -16.78763 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 353.20536083333 -16.78763 TNS 2019pue ZTF19abwsdic 2019pue SNIa 0.1 -0.04942993342719859 0.3675784966457911 0.043818917996240714 0.1441426080929169 0.3675784966457911 0.6242117421915019 14.091286052800431 14.091286052800431 34.70247554747416 34.70247554747416 58743.33855320001 58726.39859949984 18.73105343679084 18.758782718356972 18.73105343679084 1.3686073040557543 1.526632804652868 2.400189296950312 353.20490142 -16.78813106 0.0035559634826929365 18.535796529984474 19.165348895931245 18.75269426882267 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.526632804652868 2.400189296950312 353.20490142 -16.78813106 0.0035559634826929365 18.535796529984474 19.165348895931245 18.75269426882267 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.939953700173646 2.400189296950312 1.526632804652868 0.4126546271085765 1.57221126759167 0.40656617757427327 0.021640832031827983 False 0.1 Inputed -19.552688661680087 -19.524959380113955 """""" """""" """"""
-0.1927848150548754 0.3140997527206033 -3.8330172190334144 18.733626979298403 4172.682255807251 146.78696922880317 32 12 12 15.990578699856997 47 True True 2020abpe 24.102333333333334 22.049802777777778 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 24.102333333333334 22.049802777777778 TNS 2020abpe ZTF20acvbrbv 2020abpe SNIa 0.05 0.40569883289809994 0.9598978299850458 0.5307531699664985 0.6644816751587932 0.9598978299850458 1.2961641208872265 7.196747191247094 7.196747191247094 8.793831508609902 8.793831508609902 59193.21906250017 59188.19622689998 18.380016192446156 18.791910251715652 18.380016192446156 2.2223894312729526 3.9436360953847998 2.288434983828256 24.10165092182515 22.049739295911202 0.0007426889671852122 14.501793546566963 15.579608729629516 14.926843754770754 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.9436360953847998 2.288434983828256 24.10165092182515 22.049739295911202 0.0007426889671852122 14.501793546566963 15.579608729629516 14.926843754770754 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 5.022835600189865 2.288434983828256 3.9436360953847998 0.6527649748587621 0.5802855356016215 -3.212301522086136 -3.453172437675402 False 0.05 Inputed -18.37452243872912 -17.962628379459623 """""" """""" """"""
-0.22243006614792776 0.2046470500731109 -7.314826460792934 16.70415114644404 4864.251222689926 202.9173014272324 85 51 51 67.875 167 True False 2020zhh 66.58267916666667 -10.099127777777777 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 66.58267916666667 -10.099127777777777 TNS 2020zhh ZTF20acpmgdz 2020zhh SNIa 0.04 0.16882603874497804 0.5035759812571392 0.2463497279267024 0.32787888262576814 0.5035759812571392 0.6972323770626367 11.860793695368905 11.860793695368905 56.014206304631095 56.014206304631095 59177.37986110011 59165.336678199936 16.30268458090459 16.30268458090459 16.396508446073426 13.895233519298614 8.225906039766395 10.570790791170488 66.58559104 -10.09849238 0.0006464339577773037 12.035521811270714 15.839354409170152 15.349738276958465 0.8 """""" """""" """""" """""" 5 False True all False False 0 1.2320261755878688 2.896975215627045 66.58186409 -10.09906741 0.004684532500571881 18.95447345869541 17.572649091148378 23.27 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.043182900175452 10.570790791170488 8.225906039766395 0.48961613221168676 1.2850609695841706 -0.46333017173443736 -1.0467701691149607 False 0.04 Inputed -19.868296441407992 -19.96212030657683 """""" """""" """"""
-0.20541772311162015 0.2432880781628011 -10.669332536038514 17.51007250064839 5358.294452197487 196.9812273646678 52 32 32 74.83653930015862 125 True True 2021wdn 22.95777083333333 18.599266666666665 SNIa 0.043 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 22.95777083333333 18.599266666666665 TNS 2021wdn ZTF21abtxnir 2021wdn SNIa 0.043 0.05308024577325199 0.3723595001425366 0.12672947565834747 0.20438547700680587 0.3723595001425366 0.5583513032964262 13.111950841547747 13.111950841547747 61.724588458610874 61.724588458610874 59459.34171300009 59442.44157409994 17.071203501619497 17.071203501619497 17.111838399663128 11.896613532043334 3.848403330570676 15.66254152704479 22.9537050977257 18.597246806865797 0.0012307397745220383 13.182867164317368 14.304865423820019 13.57693329933405 0.8899999999999999 """""" """""" """""" """""" 5 False True all False False 0 3.2720974784195698 6.371320914783179 22.959048203003547 18.600557618187402 0.04284193044206841 19.58682103565693 22.453191379070283 23.35707993895531 0.61 False False 0.3 0.7 1.5 0.02 8 3 16.900138900149614 15.66254152704479 3.848403330570676 0.7279321244859691 4.069880462535148 -2.766338077799478 -3.5349051003290786 False 0.043 Inputed -19.311577454873078 -19.35221235291671 """""" """""" """"""
-0.14596682818457776 0.2997220942935602 -4.613424814699901 18.294542528291643 5845.8173279477305 147.67757017502782 34 32 32 47.875717600341886 59 True False 2021qy 188.66029166666664 -24.968638888888886 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 188.66029166666664 -24.968638888888886 TNS 2021qy ZTF21aabyqps 2021qy SNIa 0.07 -0.0934891721874962 0.30041989616189824 -0.005323914169679256 0.08947465917024289 0.30041989616189824 0.5424132364058458 13.685747758576492 13.685747758576492 34.1899698417654 34.1899698417654 59231.54518519994 59221.50062499987 17.828685599676383 17.828685599676383 18.00101959334219 1.5616249229306476 1.0602246025037363 2.797365239736466 188.65989856 -24.96794838 0.006244559976126718 19.54477434220314 20.30932285375595 19.674553515458108 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.0602246025037363 2.797365239736466 188.65989856 -24.96794838 0.006244559976126718 19.54477434220314 20.30932285375595 19.674553515458108 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.0445602000691 2.797365239736466 1.0602246025037363 0.6347693382978434 2.6384647490073765 2.480637254079568 1.6735339221159187 False 0.07 Inputed -19.494146358248607 -19.666480351914412 """""" """""" """"""
-0.1730631960468063 0.27023753152539237 -12.468061552669191 18.11504164805565 6036.135831637628 212.05309110343515 22 15 15 44.88098380016163 61 True False 2019lfu 316.21394666666 -22.04100288888 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 316.21394666666 -22.04100288888 TNS 2019lfu ZTF19abfhszx 2019lfu SNIa 0.06 -0.09909741238126912 0.1619862844868969 -0.03867727200223925 0.024897025173174825 0.1619862844868969 0.31315946002836625 14.00530680367078 14.00530680367078 30.87567699649085 30.87567699649085 58692.35577550018 58673.44296299992 17.73616232947553 17.73616232947553 17.776942678116743 1.9732430223527748 1.0176117624822645 1.2383746352261134 316.21365597 -22.04078905 0.006655728274552741 20.64910516486168 21.51217146434784 21.445497766637803 0.825 """""" """""" """""" """""" 0 False True all False False 0 1.0176117624822645 1.2383746352261134 316.21365597 -22.04078905 0.006655728274552741 20.64910516486168 21.51217146434784 21.445497766637803 0.825 False False 0.3 0.7 1.5 0.02 8 3 18.91281250026077 1.2383746352261134 1.0176117624822645 0.06667369771003706 1.2169421393138589 3.776009134872311 3.6685550885210603 False 0.06 Inputed -19.378558303081057 -19.41933865172227 """""" """""" """"""
-0.09200492406917071 0.37472504507837373 -6.027472184922825 19.019971424652624 6567.017793851383 277.43246025488634 35 22 22 69.89508099993691 44 True True 2019bhf 227.3165642 16.2395896 TDE 0.1206 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 227.3165642 16.2395896 TNS 2019bhf ZTF19aakswrb 2019bhf TDE 0.1206 -0.24090151473947685 -0.07025588085789636 -0.20077249547651377 -0.15898885938620566 -0.07025588085789636 0.025707495605800545 21.6011400694181 21.6011400694181 48.29394093051881 48.29394093051881 58543.50520829996 58526.54518519994 18.562055150150254 18.562055150150254 18.76852831562972 0.6001271098458625 1.3754677651768843 0.1626894472813306 227.31651764004198 16.23958296811755 0.0010654745938784016 17.851143033924103 18.966220712736845 18.236096971747877 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.3754677651768843 0.1626894472813306 227.31651764004198 16.23958296811755 0.0010654745938784016 17.851143033924103 18.966220712736845 18.236096971747877 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.960023100022227 0.1626894472813306 1.3754677651768843 0.7301237409889687 0.11827936022943356 0.4041655625865914 -0.5324313438818429 False 0.1206 Inputed -19.931002201132646 -20.13747536661211 """""" """""" """"""
-0.21728905887855965 0.1609849553113465 -12.473612949354957 15.424913507524064 4238.371941629058 529.2892434076457 87 58 58 72.89708330016583 821 True True 2020hvp 245.439125 -2.2892694444444444 SNIb 0.005247 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 245.439125 -2.2892694444444444 TNS 2020hvp ZTF20aavzffg 2020hvp SNIb 0.005247 0.3737596445645881 0.5105134768522142 0.4069891909671579 0.44085179077282177 0.5105134768522142 0.5828210295119369 10.848882621123675 10.848882621123675 62.048200679042154 62.048200679042154 58978.29464119999 58963.377743099816 14.708168839272954 15.018991870466092 14.708168839272954 30.67699513800821 10.859527836126457 19.413163990490332 245.4383131493445 -2.294600626316175 0.002981321354084243 12.999817244033814 13.277507210597992 12.903709315757752 0.6285714285714287 """""" """""" """""" """""" 101 True True all False False 0 0.7 1.8221337496996013 245.4393327 -2.2888078 0.03158047566197786 22.81 16.009088550567625 23.27 0.5 False False 0.3 0.7 1.5 0.02 8 3 14.916898100171238 19.413163990490332 10.859527836126457 0.37379789484024073 1.787661883964093 -1.7414846598680995 -1.8044595235152023 False 0.005247 Inputed -17.12684846586433 -16.816025434671193 """""" """""" """"""
-0.17381960896619536 0.1860106095032345 -6.888899933323674 18.175204078927727 5393.795459767067 90.9395425893016 46 28 28 46.890786999836564 79 True False 2021kua 301.98373749999996 58.701594444444446 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 301.98373749999996 58.701594444444446 TNS 2021kua ZTF21aaxzczy 2021kua SNIa 0.06 0.07441176247671777 0.8697990942241276 0.24159743076312878 0.42869035836685043 0.8697990942241276 1.4141835020940938 11.785425215691294 11.785425215691294 35.105361784145266 35.105361784145266 59344.44975689985 59335.4518519002 17.710511091697786 17.710511091697786 17.737706024125856 1.8941623399310243 2.817159758069684 2.287400647518822 301.98409923 58.70098748 0.0019325182967151466 16.552069006586073 17.638881095027923 16.84136265859604 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.817159758069684 2.287400647518822 301.98409923 58.70098748 0.0019325182967151466 16.552069006586073 17.638881095027923 16.84136265859604 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.99790499964729 2.287400647518822 2.817159758069684 0.7975184364318828 0.8119527623403748 -0.0716299966698628 -0.8963433655298161 False 0.06 Inputed -19.417794957071944 -19.444989889500015 """""" """""" """"""
-0.16239446731280016 0.21024917708397045 -7.781400007175937 19.277399492177825 5829.421899410839 84.79412906368282 67 59 59 47.01174769969657 73 True False 2020hwt 282.5795416666666 61.53046111111111 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 282.5795416666666 61.53046111111111 TNS 2020hwt ZTF20aavdgib 2020hwt SNIa 0.1 -0.011221158734947778 0.8044358375026803 0.15759407605754916 0.3483856573690005 0.8044358375026803 1.3765269549052945 14.843712517898467 14.843712517898467 32.1680351817981 32.1680351817981 58967.44967589993 58954.427488400135 18.78963349637669 18.78963349637669 18.82403828989959 0.6429008521558013 0.7526547852526981 1.2185945081893763 282.57897518 61.53066522 0.002081634790126241 19.661508509874345 20.318028406500815 19.88943992986679 0.8699999999999999 """""" """""" """""" """""" 0 False True all False False 0 0.7526547852526981 1.2185945081893763 282.57897518 61.53066522 0.002081634790126241 19.661508509874345 20.318028406500815 19.88943992986679 0.8699999999999999 False False 0.3 0.7 1.5 0.02 8 3 13.022187499795109 1.2185945081893763 0.7526547852526981 0.428588476634026 1.6190616628847214 1.528394910124124 1.0654016399671988 False 0.1 Inputed -19.459703808571337 -19.494108602094236 """""" """""" """"""
-0.19574238186146203 0.15766956635686527 -9.18433358405014 19.122540523138337 5792.719487762795 102.06771063098924 53 29 29 52.94792830012739 35 True True 2019eod 175.38441708333 22.56735 SNIa 0.08033 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 175.38441708333 22.56735 TNS 2019eod ZTF19aatgrpm 2019eod SNIa 0.08033 -0.005118186470163266 0.647250589745326 0.13430274558595556 0.2887096593956038 0.647250589745326 1.0811454860726109 13.321630949804959 13.321630949804959 39.62629735032243 39.62629735032243 58618.30267360015 58605.23387729982 18.545827205559963 18.61488121326561 18.545827205559963 1.04076838089306 1.2209259317690468 3.2234340476597554 175.38537786082247 22.567470820373053 0.0024897164022349427 17.959602865914107 19.060838911902906 18.291632278149127 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.2209259317690468 3.2234340476597554 175.38537786082247 22.567470820373053 0.0024897164022349427 17.959602865914107 19.060838911902906 18.291632278149127 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.068796300329268 3.2234340476597554 1.2209259317690468 0.7692066337537788 2.640155281974556 0.4459576986372973 -0.25419492741083616 False 0.08033 Inputed -19.25320232772646 -19.184148320020814 """""" """""" """"""
-0.05834469838463164 0.38832087341207633 -22.84603501990043 15.909826269174655 5185.055613158635 101.78837473532587 109 19 19 31.039293999783695 201 True True 2020mjm 217.3722083333333 -0.0216 SNII 0.005134 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 217.3722083333333 -0.0216 TNS 2020mjm ZTF20abeohfn 2020mjm SNII 0.005134 0.3725028084187052 1.2064667148924357 0.5521862913006288 0.7500728985938174 1.2064667148924357 1.755245271596383 24.405928065314704 24.405928065314704 6.633365934468991 6.633365934468991 59043.23202549992 59012.19273150014 15.813776906838639 15.852155231235095 15.813776906838639 10.28628699708599 0.7 6.011210308482672 217.370538870381 -0.0215674233778468 0.32932563966227457 23.527883775920866 24.623645646562576 22.536861248469354 0.35 """""" """""" """""" """""" 0 False True all False False 0 0.7 6.011210308482672 217.370538870381 -0.0215674233778468 0.32932563966227457 23.527883775920866 24.623645646562576 22.536861248469354 0.35 False False 0.3 0.7 1.5 0.02 8 3 31.039293999783695 0.0 0.0 0.0 0.0 7.787844768764906 7.456223093161361 True 0.005134 Inputed -15.973899798867345 -15.935521474470889 """""" """""" """"""
-0.15037909473215977 0.28612294862536497 -5.8117867296300485 19.096412933118817 5316.221859203735 144.3330324813397 26 21 21 37.87281250022352 34 True False 2020tjo 355.5823291666666 -14.702922222222222 SNIa 0.087 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 355.5823291666666 -14.702922222222222 TNS 2020tjo ZTF20acaczen 2020tjo SNIa 0.087 0.04461242872310578 0.4949504684489092 0.14547725594517757 0.25387774374829064 0.4949504684489092 0.7714139346289386 13.486595099404418 13.486595099404418 24.3862174008191 24.3862174008191 59117.31449070014 59106.337303199805 18.739624197051867 18.739624197051867 18.847622849369387 0.6775062359565315 2.4934547333744552 5.046184732122899 355.58345308 -14.7038071 0.0029679403400846294 16.71159169329405 17.546841922354698 17.073648342549802 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.4934547333744552 5.046184732122899 355.58345308 -14.7038071 0.0029679403400846294 16.71159169329405 17.546841922354698 17.073648342549802 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.977187500335276 5.046184732122899 2.4934547333744552 0.47319357980489585 2.023772344683302 -1.1927822746971692 -1.7739745068195845 False 0.087 Inputed -19.12775160393134 -19.23575025624886 """""" """""" """"""
-0.1313646669719139 0.3314221884964721 -7.70058301078268 18.70178030498843 5662.794744810366 217.958614529764 24 19 19 50.057303299661726 45 True True 2020aqj 228.45176249999997 8.331255555555556 SNIa 0.0761 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 228.45176249999997 8.331255555555556 TNS 2020aqj ZTF20aaghoqz 2020aqj SNIa 0.0761 -0.047552645783369485 0.2168135072888262 0.013808645120040097 0.07824854440492857 0.2168135072888262 0.3690742956958637 8.687985285054936 8.687985285054936 41.36931801460679 41.36931801460679 58872.44390049996 58864.46217590012 18.332527835612257 18.332527835612257 18.366166073713085 0.6829345225383663 2.8105465501566105 0.48496612759136815 228.4518554703365 8.33115714049049 0.0012534264929109362 16.1790565457201 17.20594154947519 16.51937739689231 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.8105465501566105 0.48496612759136815 228.4518554703365 8.33115714049049 0.0012534264929109362 16.1790565457201 17.20594154947519 16.51937739689231 1.0 False False 0.3 0.7 1.5 0.02 8 3 7.981724599841982 0.48496612759136815 2.8105465501566105 0.6865641525828821 0.1725522488016947 -1.1265862861370657 -1.8467886768207755 False 0.0761 Inputed -19.313380488100155 -19.347018726200982 """""" """""" """"""
-0.14422593718812932 0.23059661817593224 -17.835506027853775 17.23901571035916 4673.820215730788 208.5548833907532 10 10 10 65.97184029966593 48 True True 2018jum 243.50583291666 20.439889 SNIa 0.037 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 243.50583291666 20.439889 TNS 2018jum ZTF18acyyhgi 2018jum SNIa 0.037 0.3124230428773416 0.6675945983107354 0.3949762061213846 0.48158599313030237 0.6675945983107354 0.8717613774827662 -7.663373572464899 -7.663373572464899 73.63521387213083 73.63521387213083 58481.55092590023 58481.55092590023 17.011633275544945 17.635338379126573 17.011633275544945 8.879807493464545 4.100564576455036 2.3076564540081836 243.505343938997 20.4403372884736 0.0009919174643983064 14.786154807662964 15.507783281373978 15.037956217820645 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.100564576455036 2.3076564540081836 243.505343938997 20.4403372884736 0.0009919174643983064 14.786154807662964 15.507783281373978 15.037956217820645 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 2.3076564540081836 4.100564576455036 0.4698270635533337 0.5627655438615644 -2.1275550977525945 -1.9736770577243004 False 0.037 Inputed -19.08229992370617 -18.458594820124542 """""" """""" """"""
-0.337455073458132 0.5007323551255103 -3.6547771204579402 18.906774011157562 6513.550934892923 235.0635048901613 38 9 9 8.98081020032987 90 True False 2021bpd 125.7761208333333 -16.647780555555556 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 125.7761208333333 -16.647780555555556 TNS 2021bpd ZTF21aagogqj 2021bpd CV 0.0 -0.23872048450816763 -0.03388501847176073 -0.19107692553373923 -0.1411120499587213 -0.03388501847176073 0.0836405133218534 1.5188752447445508 1.5188752447445508 7.461934955585319 7.461934955585319 59251.395868100226 59248.27192129986 18.541949455408375 18.541949455408375 18.866553837841213 1.1442221659659724 4.079600735430027 46.433703373328 125.78659086 -16.63967276 0.018640483633129756 14.155282281780243 16.55953686823845 23.27 1.0 """""" """""" """""" """""" 48 False True all False False 0 0.7494141308690132 2.0318589259433186 125.77556004 -16.64760771 0.008224171952393444 20.7757213848114 21.014725511884688 20.720512499308587 0.04 False False 0.3 0.7 1.5 0.02 8 3 3.1239468003623188 46.433703373328 4.079600735430027 -6.71046313176155 11.38192347355616 -1.9824125871699252 4.403446162158787 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.2286463881848025 0.1626229958452436 -0.21834356189239845 18.248583093877777 4919.479317415413 223.19496848224782 15 13 13 66.83577549969777 34 True False 2020qvr 351.3891 -26.422925000000003 SNIc 0.028 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 351.3891 -26.422925000000003 TNS 2020qvr ZTF20abpuxcc 2020qvr SNIc 0.028 0.09942135142814834 0.3870573121305938 0.1664417792062558 0.23664657394515842 0.3870573121305938 0.5515913140210174 10.724551396488927 10.724551396488927 56.11122410320885 56.11122410320885 59064.43431709986 59061.43521990022 18.151988717874005 18.198815804985777 18.151988717874005 1.3987201780148741 5.172668794454927 4.062357559422538 351.39035431 -26.42281726 0.0021887507418509866 15.128738484162092 15.802441655921935 15.392581164211034 1.0 """""" """""" """""" """""" 0 False True all False False 0 5.172668794454927 4.062357559422538 351.39035431 -26.42281726 0.0021887507418509866 15.128738484162092 15.802441655921935 15.392581164211034 1.0 False False 0.3 0.7 1.5 0.02 8 3 2.9990971996448934 4.062357559422538 5.172668794454927 0.40986049171090144 0.7853504101746014 -2.396374149063842 -2.759407553662971 False 0.028 Inputed -17.331914035118253 -17.28508694800648 """""" """""" """"""
-0.023468036449272853 0.5016410321423045 -11.398849972531401 17.586097150225196 5663.437086453142 125.9143521839877 87 60 60 73.90131939994171 65 True False 2020smm 60.997629166666655 28.61983888888889 SNII 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 60.997629166666655 28.61983888888889 TNS 2020smm ZTF20abykfsr 2020smm SNII 0.03 0.026486068450552125 0.5469442064521033 0.14115050060163625 0.26569529974559103 0.5469442064521033 0.8757209961874182 28.104708650804003 28.104708650804003 45.79661074913771 45.79661074913771 59106.48810190009 59096.38071760023 17.264730345331902 17.264730345331902 17.48112501662443 1.7141071743545657 3.919702032147855 7.429089919041395 60.99536138 28.62038269 0.006004039372907388 16.534710274124144 17.131277095031738 16.66436245174408 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.6970584096207186 6.556791065270215 60.99939976 28.62078839 0.161114805570709 22.229455012512208 25.056642726898193 21.753021620559693 0.1 False False 0.3 0.7 1.5 0.02 8 3 10.107384299859405 7.429089919041395 3.919702032147855 0.46691464328765875 1.8953200672170794 -0.13345325030016397 -0.8167625648803494 False 0.03 Inputed -18.1536724370009 -18.370067108293426 """""" """""" """"""
-0.11657080425555034 0.33893978565103156 -4.9713766720493 19.059343096817283 5401.298990828188 191.52824472299065 28 17 17 41.934745400212705 41 True True 2019bev 160.99604208333 51.112811 SNIa 0.101 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 160.99604208333 51.112811 TNS 2019bev ZTF19aaldqvh 2019bev SNIa 0.101 0.0029229384532314384 0.32020582927471963 0.07588367339536362 0.1529706729140301 0.32020582927471963 0.5060598925132993 7.295005703039991 7.295005703039991 34.639739697172715 34.639739697172715 58541.26793979993 58538.282893499825 18.759005842143093 18.759005842143093 18.820140361292072 1.2861429811482388 2.5579512168773437 1.760299135263297 160.9964347069655 51.1132333024887 0.0010282807616297518 16.028714083267747 16.944862389875055 16.361710451396107 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.5579512168773437 1.760299135263297 160.9964347069655 51.1132333024887 0.0010282807616297518 16.028714083267747 16.944862389875055 16.361710451396107 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 2.9850463001057506 1.760299135263297 2.5579512168773437 0.5831519384789488 0.6881675943031501 -1.8141434522680377 -2.4584299098959654 False 0.101 Inputed -19.485659203284317 -19.546793722433296 """""" """""" """"""
-0.20198526879601375 0.18907685309103417 -2.808817589124582 17.908918638741643 5611.2523171756 66.95828255737999 30 21 21 32.98409719998017 42 True True 2018jti 147.24315083333 13.984394611111 SNIa 0.0425 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 147.24315083333 13.984394611111 TNS 2018jti ZTF18aawmxdx 2018jti SNIa 0.0425 -0.026812633841867495 1.065019630491399 0.18794177631342635 0.4384909495574405 1.065019630491399 1.8959806966208959 11.433285927704727 11.433285927704727 21.550811272275443 21.550811272275443 58467.47607639991 58461.480127300136 17.371931425501668 17.371931425501668 17.463752159096888 4.165425427742011 2.420145519046914 0.9722946484677578 147.2434191463525 13.98446642028635 0.0006064811795672975 15.574563725485802 16.384604139571188 15.8479711708951 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.420145519046914 0.9722946484677578 147.2434191463525 13.98446642028635 0.0006064811795672975 15.574563725485802 16.384604139571188 15.8479711708951 1.0 False False 0.3 0.7 1.5 0.02 8 3 5.9959490997716784 0.9722946484677578 2.420145519046914 0.5366329686760878 0.40175049013195724 -0.9873272859304798 -1.615780988201788 False 0.0425 Inputed -18.934005436846228 -19.025826170441448 """""" """""" """"""
-0.16185718441739752 0.4875481983028318 -2.8030592200384934 17.93126647049424 6143.209987138711 196.23054400798688 40 27 27 32.017210700083524 34 True True 2020mfy 209.30326249999996 22.28117222222222 SNIa 0.0624 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 209.30326249999996 22.28117222222222 TNS 2020mfy ZTF20abeolig 2020mfy SNIa 0.0624 -0.17404108032218346 0.0921397811507525 -0.11291659933966969 -0.0482763796854897 0.0921397811507525 0.24842121968534414 10.666797958359936 10.666797958359936 21.350412741723588 21.350412741723588 59021.22947920021 59012.19789349986 17.587681382515594 17.587681382515594 17.77634533025925 0.7521351747282414 1.9459594638525144 2.2749702818918442 209.30308459115201 22.28178233862025 0.0004474266273705174 15.413397393969895 16.61728854871035 15.784291968660355 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.9459594638525144 2.2749702818918442 209.30308459115201 22.28178233862025 0.0004474266273705174 15.413397393969895 16.61728854871035 15.784291968660355 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 9.031585700344294 2.2749702818918442 1.9459594638525144 0.8329965800499934 1.1690738292091505 -0.9703928338052457 -1.9920533615988951 False 0.0624 Inputed -19.465517109959624 -19.65418105770328 """""" """""" """"""
-0.19598717040919333 0.2587732541350594 -9.894198803353053 17.137033449021096 5363.106789474461 107.62144257125428 31 22 22 46.0324883996509 54 True True 2019gxo 172.24340375 22.089594388888 SNII 0.0215 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 172.24340375 22.089594388888 TNS 2019gxo ZTF19aavqics 2019gxo SNII 0.0215 0.10618257699479372 0.7689759687299116 0.24940710933887544 0.4068961142237484 0.7689759687299116 1.2020503063782257 10.047616805991082 10.047616805991082 35.98487159365982 35.98487159365982 58646.213437499944 58633.169027800206 16.75105653335964 16.757077310821348 16.75105653335964 12.05129992166265 4.890741909997493 4.598316238356949 172.243736529888 22.0908339212088 0.000994606610635329 14.163402292494178 14.836035351464748 14.37537209687829 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 4.890741909997493 4.598316238356949 172.243736529888 22.0908339212088 0.000994606610635329 14.163402292494178 14.836035351464748 14.37537209687829 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 13.044409699738026 4.598316238356949 4.890741909997493 0.46066325458645707 0.9402083207370283 -1.9210419593566002 -2.3756844364813503 False 0.0215 Inputed -18.155706073051416 -18.14968529558971 """""" """""" """"""
-0.011637918380375218 0.27558718862148884 -12.44841594927682 18.174340274424637 3095.9066223406016 349.1324723809703 44 27 27 66.98526619980112 41 True True 2018hov 135.50175 12.356430999999 SNII 0.067 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 135.50175 12.356430999999 TNS 2018hov ZTF18acdvrfu 2018hov SNII 0.067 1.0434327401520491 1.332775342399927 1.1128735927906988 1.1842141250254272 1.332775342399927 1.4894903131888206 98.29743946974017 98.29743946974017 -31.312173269939052 -31.312173269939052 58427.48262730008 58427.48262730008 17.98090156490974 19.558099095506822 17.98090156490974 0.2003720702690221 2.805702471153082 7.3852074409778705 135.4998509722755 12.3555550673992 0.006699611567804853 17.080129106974006 17.698490524355172 17.255929861355426 0.99 """""" """""" """""" """""" 2 False True all False False 0 1.308123149162868 3.800509676188096 135.50137648987248 12.35742164406855 0.013762528941040686 19.870109991611837 19.755883180441856 20.03007614021361 0.9928571428571429 False False 0.3 0.7 1.5 0.02 8 3 0.0 7.3852074409778705 2.805702471153082 0.44256066299974606 2.632213328715041 -1.8596085711516501 -0.7249717035543135 False 0.067 Inputed -19.417681884276124 -17.84048435367904 """""" """""" """"""
-0.1261487690646184 0.3509993731570486 -5.613276494767972 19.061899164204164 5993.059795763542 96.04635107057445 81 63 63 48.02631950005889 39 True False 2020vqg 120.87764166666666 64.10913888888888 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 120.87764166666666 64.10913888888888 TNS 2020vqg ZTF20achncqp 2020vqg SNIa 0.1 -0.09056455935951746 0.5664365707418071 0.048060809735961385 0.20285235113789923 0.5664365707418071 1.0124481787616624 12.648809228688553 12.648809228688553 35.37751027137033 35.37751027137033 59139.412754599936 59129.45016200002 18.577934119247672 18.577934119247672 18.71512821105241 0.6619934235233899 1.1569485481417046 0.6466010146299115 120.87765541 64.1093184 0.014543690553470268 21.660877237403394 22.935854172277452 23.134352130174637 0.4000000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.1569485481417046 0.6466010146299115 120.87765541 64.1093184 0.014543690553470268 21.660877237403394 22.935854172277452 23.134352130174637 0.4000000000000001 False False 0.3 0.7 1.5 0.02 8 3 9.962592599913478 0.6466010146299115 1.1569485481417046 -0.19849795789718527 0.5588848490008347 4.35792005302978 4.419223919122228 False 0.1 Inputed -19.56861388741852 -19.705807979223255 """""" """""" """"""
-0.22064083904957502 0.22439942058885526 -5.842510953770099 17.399504490870214 5262.751833499899 117.5231197213941 208 169 169 72.90653940010816 77 True True 2020hyh 247.97895833333328 42.71036111111111 SNIa 0.032206 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 247.97895833333328 42.71036111111111 TNS 2020hyh ZTF20aavnnat 2020hyh SNIa 0.032206 0.07234206883077832 0.6555990038618731 0.1998361021005195 0.33900953400240397 0.6555990038618731 1.0291775983487632 12.940008981133623 12.940008981133623 59.966530418974536 59.966530418974536 58973.44699069997 58961.43714120006 16.870050002004913 16.870050002004913 16.953320526497908 9.75230302928126 5.634234485844697 13.419471863135028 247.97894530673352 42.7066334923281 0.0017400790168140556 13.628190102272034 14.82208366928339 14.048562002654077 1.0 """""" """""" """""" """""" 4 False True all False False 0 0.7 9.359010440589271 247.98224996 42.71131439 0.2566552117394044 22.011130908864736 23.00929261908531 22.93737385879755 0.45 False False 0.3 0.7 1.5 0.02 8 3 12.00984949991107 13.419471863135028 5.634234485844697 0.7735216666293141 2.381773761253593 -2.047966332721522 -2.9047585238438316 False 0.032206 Inputed -18.83673812199115 -18.920008646484145 """""" """""" """"""
-0.007382450168024074 0.04503278568537672 -4.170625583985721 15.720222015097804 3804.994352629204 216.0110609069382 105 62 62 74.01780089968815 222 True True 2021gmj 159.69697916666664 53.50841944444444 SNII 0.0034 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 159.69697916666664 53.50841944444444 TNS 2021gmj ZTF21aaqgmjt 2021gmj SNII 0.0034 0.5638980506038145 0.9555337148705032 0.6553336701327801 0.7509787627025499 0.9555337148705032 1.1789109756589156 472.78841863604885 472.78841863604885 -398.7706177363607 -398.7706177363607 59350.23699070001 59293.24210650008 15.595680677706358 15.656157619768159 15.595680677706358 14.272314131613962 8.48616562754666 22.068583505816367 159.6910697555725 53.503396821869 0.0006126210186981895 11.03502070644021 11.508705203766823 11.069739494566917 0.49499999999999994 """""" """""" """""" """""" 23 False True all False False 0 1.592775304136841 4.52262621795148 159.69497735 53.50801823 0.005243355123888849 18.116915115100145 12.722999303138256 19.20991497159004 1.0 False False 0.3 0.7 1.5 0.02 8 3 56.99488419992849 22.068583505816367 8.48616562754666 0.4389657091999055 2.600536505460166 -4.147452416001336 -4.525941183139441 False 0.0034 Inputed -15.296117761748718 -15.235640819686918 """""" """""" """"""
-0.1964263844429124 0.16972693009985174 -9.47129816914724 17.91195822981868 6025.682573011403 114.37824159489338 82 57 57 74.01302090007812 55 True True 2021iaf 227.8438333333333 26.792261111111113 SNIa 0.059 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 227.8438333333333 26.792261111111113 TNS 2021iaf ZTF21aarigsr 2021iaf SNIa 0.059 -0.06649839990601691 0.47614154046562973 0.05122687370643675 0.18037015739526652 0.47614154046562973 0.8278642998137222 13.574269723391119 13.574269723391119 60.438751176687 60.438751176687 59321.37840279983 59307.36199070001 17.17776879005169 17.17776879005169 17.41005363558311 5.6549194400199205 1.0792323155224952 0.6632071248846787 227.844032696414 26.792213482365348 0.009974637831960953 21.324796384928227 21.909462895035745 21.45764745332718 0.8285714285714285 """""" """""" """""" """""" 0 False True all False False 0 1.0792323155224952 0.6632071248846787 227.844032696414 26.792213482365348 0.009974637831960953 21.324796384928227 21.909462895035745 21.45764745332718 0.8285714285714285 False False 0.3 0.7 1.5 0.02 8 3 14.016412099823356 0.6632071248846787 1.0792323155224952 0.4518154417085647 0.6145174818672811 4.731694104984054 4.047593817744069 False 0.059 Inputed -19.70845120952995 -19.94073605506137 """""" """""" """"""
-0.13498190570254412 0.3082469442834936 -5.921755195632109 18.315749375904275 5616.371736155504 205.37660277565126 92 79 79 52.07398150023073 30 True False 2019lkr 241.28324999999 73.584431 SNIIn 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 241.28324999999 73.584431 TNS 2019lkr ZTF19abgndlf 2019lkr SNIIn 0.03 -0.045287127826885154 0.23749432428492767 0.020053860828369352 0.08887456789308246 0.23749432428492767 0.4016941876853295 12.804605383382665 12.804605383382665 39.269376116848065 39.269376116848065 58690.20678240014 58680.1990278 17.96558237061197 17.96558237061197 17.987051500357136 0.8597817236984246 3.4516057787338164 9.053983813472133 241.29155458 73.58533521 0.004925053539582391 16.134425341057778 16.716418812549115 16.274573889136313 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.4516057787338164 9.053983813472133 241.29155458 73.58533521 0.004925053539582391 16.134425341057778 16.716418812549115 16.274573889136313 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.007754600141197 9.053983813472133 3.4516057787338164 0.4418449234128019 2.6231222201724 -1.249163558062854 -1.712477611220823 False 0.03 Inputed -17.647745953268192 -17.66921508301336 """""" """""" """"""
-0.04664562172075673 0.36503338824609355 -22.858771470818198 19.029231581009537 5392.165925914505 116.98623283117027 31 20 20 35.95929399970919 52 True True 2020meu 233.68614166666663 6.648163888888888 SNII 0.0405 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 233.68614166666663 6.648163888888888 TNS 2020meu ZTF20abekbzp 2020meu SNII 0.0405 0.25773680571108315 0.9193377745213347 0.4028205471678987 0.5608446263669116 0.9193377745213347 1.341275378328362 22.785203032409413 22.785203032409413 13.174090967299776 13.174090967299776 59035.29429400014 59011.25505790021 18.76154286309405 18.78510841441343 18.76154286309405 0.9078084351568657 1.179991983455677 3.263571879517369 233.68695625498202 6.647755027190724 0.00134012453569321 17.154405552939174 17.63536039702654 17.341655593976974 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.179991983455677 3.263571879517369 233.68695625498202 6.647755027190724 0.00134012453569321 17.154405552939174 17.63536039702654 17.341655593976974 1.0 False False 0.3 0.7 1.5 0.02 8 3 24.039236099924892 3.263571879517369 1.179991983455677 0.2937048030495646 2.765757670624002 -1.1497480173868908 -1.4198872691170763 False 0.0405 Inputed -17.530499435861262 -17.506933884541883 """""" """""" """"""
-0.11726132799662627 0.31295240609971636 -12.613230472127238 19.016645238254178 5978.44294704959 231.10396931689834 31 12 12 21.03421299997717 42 True False 2021koo 142.40791666666664 -6.9384500000000005 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 142.40791666666664 -6.9384500000000005 TNS 2021koo ZTF21aawxdbc 2021koo SNIa 0.1 -0.09235359802564957 0.14655289037361285 -0.03670728004047774 0.021597723694583237 0.14655289037361285 0.2832728689368764 14.304489357211672 14.304489357211672 6.729723642765499 6.729723642765499 59340.170555599965 59323.15980320005 18.609932992732713 18.609932992732713 18.69202107118803 0.512820886029398 1.3079731988883032 2.67285303406607 142.40724326 -6.93877309 0.003038964833789848 18.42797482994795 19.22634483625889 18.82321748058796 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.3079731988883032 2.67285303406607 142.40724326 -6.93877309 0.003038964833789848 18.42797482994795 19.22634483625889 18.82321748058796 1.0 False False 0.3 0.7 1.5 0.02 8 3 17.010752399917692 2.67285303406607 1.3079731988883032 0.4031273556709287 2.043507494142717 0.6164118435261763 0.13119640939993005 False 0.1 Inputed -19.591721027282897 -19.673809105738215 """""" """""" """"""
-0.042580534369029185 0.6197500617428184 -4.846712902146553 18.558748634285397 4683.694611202717 173.66409083253703 67 60 60 65.00883099995553 28 True True 2018jah 136.79366708333 43.920781 SNII 0.057 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 136.79366708333 43.920781 TNS 2018jah ZTF18acefuhk 2018jah SNII 0.057 0.21505313743791987 0.6249829564107685 0.3088325556228213 0.4082420452061406 0.6249829564107685 0.867484460302407 41.456976555881454 41.456976555881454 23.55185444407408 23.55185444407408 58464.52991899988 58429.46232639998 18.44327823454943 18.60950098653702 18.44327823454943 0.8947175734647032 2.7474764345232447 5.259453008216671 136.793312942883 43.9222195179113 0.006658380649802731 17.594082417137024 17.988877785469292 17.84376296074212 0.985 """""" """""" """""" """""" 0 False True all False False 0 2.7474764345232447 5.259453008216671 136.793312942883 43.9222195179113 0.006658380649802731 17.594082417137024 17.988877785469292 17.84376296074212 0.985 False False 0.3 0.7 1.5 0.02 8 3 35.06759259989485 5.259453008216671 2.7474764345232447 0.1451148247271732 1.9142850297565213 -0.6206232010677297 -0.5995152738073131 False 0.057 Inputed -18.599337183401225 -18.433114431413635 """""" """""" """"""
-0.18984591506999743 0.18087620146456074 -6.619748762137896 18.48637799807692 6336.997246599822 71.23759156994215 53 35 35 48.016805599909276 61 True True 2021nqm 201.7235 37.772758333333336 SNIa 0.06218 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 201.7235 37.772758333333336 TNS 2021nqm ZTF21abcouxj 2021nqm SNIa 0.06218 -0.11707515120675538 0.8205943779865805 0.06924471336502336 0.2853032578427275 0.8205943779865805 1.5215219161476554 12.383491289020842 12.383491289020842 35.63331431088843 35.63331431088843 59372.19796299981 59362.20172449993 17.84670622086679 17.84670622086679 18.000758755228116 1.2981878787982848 4.345387036468048 9.956541296141417 201.72196844087 37.7752450156814 0.001966071661542501 14.531537211773395 15.58038763520062 14.979706841728687 0.9949999999999999 """""" """""" """""" """""" 3 False True all False False 0 0.7 3.825067618166642 201.723616498356 37.7738168542398 0.028309119071756816 21.157123746695518 21.086266307781933 21.296677393360138 0.2 False False 0.3 0.7 1.5 0.02 8 3 9.996238499879837 9.956541296141417 4.345387036468048 0.6006807934719323 2.291289869597932 -2.26631858566617 -3.021051913499429 False 0.06218 Inputed -19.233325104299887 -19.387377638661214 """""" """""" """"""
-0.2718320898637062 0.5598785566793116 -4.487988997268962 17.94648629603242 8488.936935064914 252.46133552291778 14 10 10 24.025925900321454 42 True True 2018jbs 208.91541708333 58.043181 SNIbn 0.059 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 208.91541708333 58.043181 TNS 2018jbs ZTF18acrheel 2018jbs SNIbn 0.059 -0.4863343918597316 -0.346131828669872 -0.4537193078701591 -0.41952202628484514 -0.346131828669872 -0.26565810374489374 -0.37270734498387226 -0.37270734498387226 24.398633245305327 24.398633245305327 58450.48895830009 58448.50747689977 17.39532698090093 17.39532698090093 17.938745972796923 2.3748511369752014 2.2138740730350226 3.5724742712294675 208.91716754855952 58.04353652530256 0.003901820991924154 17.653291638688295 18.260722192187906 17.883528603356183 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 3.1329499310221407 208.915213605179 58.044044574466 0.0353261602359034 21.904508414424658 23.25834955788493 22.355394878269433 0.26666666666666666 False False 0.3 0.7 1.5 0.02 8 3 1.9814814003184438 3.5724742712294675 2.2138740730350226 0.37719358883172305 1.613675463632819 0.8653952112869767 -0.05521736944074007 False 0.059 Inputed -19.17975887231614 -19.723177864212133 """""" """""" """"""
-0.19862915444635912 0.39321638937385517 -32.329312706451624 14.216015224994106 7118.7222438682065 441.6057119911228 55 36 36 60.01667830022052 63 True False 2021js 39.23920833333333 41.44363055555555 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 39.23920833333333 41.44363055555555 TNS 2021js ZTF21aaadtpw 2021js CV 0.0 -0.2722162213956416 -0.17156444649284808 -0.2480103566909584 -0.22317465098620204 -0.17156444649284808 -0.11728625189909181 -27.63012737210166 -27.63012737210166 87.64680567232219 87.64680567232219 59216.16467589978 59216.16467589978 15.056669500524016 15.056669500524016 15.457926554211951 45.1914596430128 0.7454610795934261 15.333937367747986 39.23608003 41.4400748 0.40389762625293646 21.460498282003403 22.03896139883995 21.419399215602876 0.5833333333333334 """""" """""" """""" """""" 3 False True all False False 0 0.8992858529661989 4.245395165351855 39.23905451 41.44245693 0.003974197023192683 18.2308068369627 19.829460418748855 18.728344859552383 0.01 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.0 0.0 0.0 0.0 8.583330499475984 7.812073445788048 True 0.0 Inputed """""" """""" """""" """""" """"""
-0.19385918541360023 0.20395885835931404 -8.976257746518236 17.7619550669448 4533.901449325786 161.0308153920442 45 36 36 70.88894680002704 60 True True 2020abip 204.8853875 29.99802222222222 SNIa 0.034407 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 204.8853875 29.99802222222222 TNS 2020abip ZTF20acuoxrx 2020abip SNIa 0.034407 0.31346010711816064 0.787142957510639 0.42121196139489214 0.535846656414563 0.787142957510639 1.0703256842701734 13.186085107978293 13.186085107978293 57.70286169204875 57.70286169204875 59198.49793979991 59184.536585600115 17.317121111737574 17.537905577663953 17.317121111737574 4.869947412277677 5.997000332694857 11.68045788581385 204.888979482429 29.997100259004 0.0019471292104660254 13.896337578935027 15.004508738235234 14.286735645860434 0.99 """""" """""" """""" """""" 4 False True all False False 0 0.7 1.2500457318960358 204.885670194427 29.9982684594025 0.06554787795675399 24.32700484983921 21.683568676552774 22.439673570501803 0.15 False False 0.3 0.7 1.5 0.02 8 3 13.961354199796915 11.68045788581385 5.997000332694857 0.7177730923748005 1.9477167313354193 -2.5333968394287183 -3.0303854658771403 False 0.034407 Inputed -18.61766206905712 -18.39687760313074 """""" """""" """"""
-0.004067587629338549 0.8297986459837917 -26.521337758781897 17.26936105178738 6315.41036679281 128.58333225036586 136 62 62 74.90039349999279 52 True True 2020szs 323.53749999999997 8.779469444444445 SNII 0.022125 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 323.53749999999997 8.779469444444445 TNS 2020szs ZTF20abyzomt 2020szs SNII 0.022125 0.03588677653343808 0.5472766360512082 0.14887394125540254 0.27137274821213353 0.5472766360512082 0.8687590601358863 23.427171313285903 23.427171313285903 51.473222186706884 51.473222186706884 59110.30862270016 59106.228136599995 17.15699253938234 17.15699253938234 17.235565392947 3.585043190028299 4.290687002835384 5.167162726948074 323.5387268938175 8.778701363738382 0.0012226346964141488 14.635363479292394 15.00964264251709 14.721601254558564 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.290687002835384 5.167162726948074 323.5387268938175 8.778701363738382 0.0012226346964141488 14.635363479292394 15.00964264251709 14.721601254558564 1.0 False False 0.3 0.7 1.5 0.02 8 3 4.080486100167036 5.167162726948074 4.290687002835384 0.2880413879585255 1.2042739830552767 -2.1473498968652507 -2.5139641383884346 False 0.022125 Inputed -17.733764379949083 -17.81233723351374 """""" """""" """"""
-0.152680205603551 0.4900637119461081 -2.0955015883434274 18.491428202481785 5055.81005679816 88.11941165021801 37 20 20 25.01001159986481 147 True False 2020qbw 295.4102541666667 42.62034722222222 SNIa 0.05854 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 295.4102541666667 42.62034722222222 TNS 2020qbw ZTF20abmxtnh 2020qbw SNIa 0.05854 0.09281317330180627 0.9302803669613517 0.26796472266553906 0.46458458091105825 0.9302803669613517 1.5083909607327008 12.624209729824326 12.624209729824326 12.385801870040485 12.385801870040485 59056.3910416998 59046.3426620001 18.3672509138672 18.387098228336736 18.3672509138672 0.7468186533397242 4.115392875724902 10.013549404298207 295.40975781 42.62310468 0.0011640650829023436 13.892292950439453 15.156462529754638 14.300543827438354 0.9800000000000001 """""" """""" """""" """""" 1 False True all False False 0 8.48133073351393 8.196970495780954 295.40966567 42.6225826 0.00172544553121734 13.426432663726807 14.697118591308593 13.822631284046173 0.97 False False 0.3 0.7 1.5 0.02 8 3 10.04837969969958 10.013549404298207 4.115392875724902 0.8559187023162842 2.4331940367988265 -3.2306356985820983 -4.0667070864288455 False 0.05854 Inputed -18.73402706929568 -18.714179754826144 """""" """""" """"""
-0.1918860517190298 0.13930174856019273 -14.061927915121437 18.378715435204505 5598.402753758362 106.20861212730489 34 22 22 60.024872600100935 39 True True 2019evf 175.50124999999 26.914561 SNIa 0.0509 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 175.50124999999 26.914561 TNS 2019evf ZTF19aaugoig 2019evf SNIa 0.0509 0.10255494769313955 0.7742436242418762 0.24740744810496906 0.40689274597060177 0.7742436242418762 1.2146384725992228 12.232082539965651 12.232082539965651 47.79279006013528 47.79279006013528 58628.19449070003 58612.17278939998 17.78058927730856 17.78058927730856 18.00921879004646 4.500478312906755 3.514398558375524 3.211623459002365 175.50224562148298 26.9146488874105 0.0009654689085446533 15.007329661117197 15.8552671397686 15.312507362834214 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.514398558375524 3.211623459002365 175.50224562148298 26.9146488874105 0.0009654689085446533 15.007329661117197 15.8552671397686 15.312507362834214 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 16.021701300051063 3.211623459002365 3.514398558375524 0.5427597769343855 0.9138472502922058 -1.9253221375399612 -2.6967114272122465 False 0.0509 Inputed -18.784518968463477 -19.013148481201377 """""" """""" """"""
-0.05918908822609199 0.4945833501642429 -5.421226835971989 19.009572551967647 5458.799506639029 305.3943515341172 112 75 75 67.99739590007812 62 True False 2020mso 271.55975 50.72626944444445 SNIbn 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 271.55975 50.72626944444445 TNS 2020mso ZTF20abfadah 2020mso SNIbn 0.1 -0.022361924759074725 0.16479139313715407 0.022022586839032243 0.06798249073403184 0.16479139313715407 0.2683988168369673 26.515470713949377 26.515470713949377 41.48192518612874 41.48192518612874 59032.35140050016 59012.309456000105 18.787223509660688 18.838339029787058 18.787223509660688 0.3269213384435277 0.9746344155290502 0.22884422702559873 271.55971025 50.72632782 0.01367013347892565 22.11105942080021 22.726173593425752 22.707366245102882 0.6 """""" """""" """""" """""" 0 False True all False False 0 0.9746344155290502 0.22884422702559873 271.55971025 50.72632782 0.01367013347892565 22.11105942080021 22.726173593425752 22.707366245102882 0.6 False False 0.3 0.7 1.5 0.02 8 3 20.04194450005889 0.22884422702559873 0.9746344155290502 0.0188073483228699 0.23480006798382727 3.8878345636386946 3.9201427354421945 False 0.1 Inputed -19.49651858881024 -19.44540306868387 """""" """""" """"""
-0.18026768654550399 0.21858456870279208 -7.510351206926604 17.916004435203966 6000.644599772937 99.06215833305679 34 24 24 65.85326390014961 76 True False 2020mqp 258.34201249999995 1.5508472222222223 SNIa 0.048 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 258.34201249999995 1.5508472222222223 TNS 2020mqp ZTF20abeqsrm 2020mqp SNIa 0.048 -0.07012491249164299 0.5730740860604087 0.06638771109304287 0.2182500052348324 0.5730740860604087 1.0055788947507907 13.906022431843441 13.906022431843441 51.947241468306174 51.947241468306174 59022.34063659981 59009.35939810006 17.296938509512756 17.296938509512756 17.494949875961204 2.0636080688089513 2.0557717312488695 3.927608777047109 258.34254155 1.54989297 0.0035557702805482094 17.532330074977875 17.63530370531082 17.517758698558808 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.0557717312488695 3.927608777047109 258.34254155 1.54989297 0.0035557702805482094 17.532330074977875 17.63530370531082 17.517758698558808 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.981238499749452 3.927608777047109 2.0557717312488695 0.11754500675201385 1.91052767062864 0.33836519579806534 0.02280882259760375 False 0.048 Inputed -19.169918469057702 -19.36792983550615 """""" """""" """"""
-0.1929924300703822 0.16967482713777482 -9.358653150222246 18.151283170925936 5764.888550575172 108.91081552186402 52 39 39 66.92239579977468 135 True False 2021lhz 319.78883749999994 35.83643333333334 SNIa 0.053 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 319.78883749999994 35.83643333333334 TNS 2021lhz ZTF21aazfmxb 2021lhz SNIa 0.053 -0.004087721556814472 0.5997924125503147 0.12624866865824202 0.26969192368274264 0.5997924125503147 0.994824391023851 9.833896967872347 9.833896967872347 57.08849883190233 57.08849883190233 59349.4305786998 59339.42943290016 17.522079004751525 17.522079004751525 17.63940095874142 3.040156154424971 1.973179609372981 4.232780200349901 319.78999321 35.8371437 0.0015599907702311677 16.40037357583046 16.84781904745102 19.122615690135955 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.999799954501631 4.026208341999032 319.78797137 35.83556284 0.007730521977202032 19.175554982566833 20.41315158176422 19.70885899629593 0.48999999999999994 False False 0.3 0.7 1.5 0.02 8 3 10.001145799644291 4.232780200349901 1.973179609372981 -2.2747966426849366 2.1451570755360456 -0.6742599573005066 1.4832147313945363 False 0.053 Inputed -19.24319711539313 -19.360519069383024 """""" """""" """"""
-0.11893185258696866 0.27614630758908765 -1.7866960645666268 18.00174949621038 5483.3303913639365 117.92941093972377 12 9 9 60.83343750005588 52 True True 2020dye 231.85289999999995 -13.018380555555556 SNIa 0.054 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 231.85289999999995 -13.018380555555556 TNS 2020dye ZTF20aasitqe 2020dye SNIa 0.054 -0.03176174846961288 0.5061296990050188 0.085550017427515 0.21380387149840274 0.5061296990050188 0.8517462987872833 12.033023680181303 12.033023680181303 48.80041381987458 48.80041381987458 58915.480185199995 58912.48031250015 17.710272234653722 17.710272234653722 17.879106436258283 6.856114597796991 0.788885421882927 0.552237761855237 231.8528865 -13.01853339 0.010658894204882863 22.204059140205384 21.419839954566957 22.16728802189827 0.38333333333333336 """""" """""" """""" """""" 0 False True all False False 0 0.788885421882927 0.552237761855237 231.8528865 -13.01853339 0.010658894204882863 22.204059140205384 21.419839954566957 22.16728802189827 0.38333333333333336 False False 0.3 0.7 1.5 0.02 8 3 2.9998726998455822 0.552237761855237 0.788885421882927 -0.7474480673313124 0.7000227745838492 3.7095677199132346 4.288181585639986 False 0.054 Inputed -19.044588588348496 -19.213422789953057 """""" """""" """"""
-0.14587923624459104 0.37862403842600784 -10.200105349904987 19.605889771336027 5299.348353311763 220.391288378355 26 17 17 31.99633110035211 49 True True 2021rcn 344.3568458333333 3.508766666666667 SNIa 0.121 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 344.3568458333333 3.508766666666667 TNS 2021rcn ZTF21abgdgoo 2021rcn SNIa 0.121 0.05757817008426258 0.34063968414195855 0.12343662831504076 0.1924903592352294 0.34063968414195855 0.5029788120391245 11.454722910625017 11.454722910625017 20.541608189727093 20.541608189727093 59391.44172450015 59376.4445369998 19.303737569308936 19.303737569308936 19.319834298836955 0.3952038508679674 0.7238932614446943 0.5316654907144894 344.35671068 3.50870656 0.01900027672897875 23.18226984037161 23.69067475898266 23.514114083838464 0.5 """""" """""" """""" """""" 0 False True all False False 0 0.7238932614446943 0.5316654907144894 344.35671068 3.50870656 0.01900027672897875 23.18226984037161 23.69067475898266 23.514114083838464 0.5 False False 0.3 0.7 1.5 0.02 8 3 14.997187500353903 0.5316654907144894 0.7238932614446943 0.17656067514419505 0.7344528800467482 4.3869371896737235 4.194279785001509 False 0.121 Inputed -19.387057562860786 -19.403154292388805 """""" """""" """"""
-0.06434384116469352 0.5856981874948504 -5.626946366713366 18.900697976278426 6395.9733013876985 131.82504162552908 83 43 43 47.94001160003245 41 True False 2021ek 50.95797387 -10.04477319 SLSN-I 0.193 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 50.95797387 -10.04477319 TNS 2021ek ZTF21aaarmti 2021ek SLSN-I 0.193 -0.1878475362037193 0.22556794326676766 -0.09679563130855584 0.0021291492798454215 0.22556794326676766 0.4866318355398036 18.690995524004162 18.690995524004162 29.249016076028287 29.249016076028287 59232.215752299875 59216.21174769988 18.56693599026518 18.56693599026518 18.81493222965479 0.6081111289739329 1.3887378610799639 1.2560972677372617 50.95827061 -10.04496389 0.002115609090761472 18.48896573239565 19.022267200374603 18.730303550076485 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.3887378610799639 1.2560972677372617 50.95827061 -10.04496389 0.002115609090761472 18.48896573239565 19.022267200374603 18.730303550076485 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.004004599992186 1.2560972677372617 1.3887378610799639 0.29196365029811844 0.9044883868582995 0.45533121010942423 -0.08462867957830511 False 0.193 Inputed -20.933838238662698 -21.18183447805231 """""" """""" """"""
-0.0537232788756314 0.33969493136346435 -6.804402950198654 19.279242581457588 4357.478508479772 231.94002454980912 17 9 9 35.05790510028601 60 True True 2019gam 154.826393333 17.2120544444 SLSN-I 0.1235 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 154.826393333 17.2120544444 TNS 2019gam ZTF19aauvzyh 2019gam SLSN-I 0.1235 0.33594673318962265 0.6565760221738195 0.41103685317074934 0.48942971648459377 0.6565760221738195 0.8383389937290779 42.299821536078426 42.299821536078426 -7.241916435792419 -7.241916435792419 58634.171157400124 58605.16450229986 19.08406957354799 19.30312102475442 19.08406957354799 2.4811306162544016 0.7519865752852425 0.5977351292280024 154.8264047664705 17.2118887664429 0.008450033471977036 21.98214298010349 22.691684906287193 22.032944615978003 0.36875 """""" """""" """""" """""" 0 False True all False False 0 0.7519865752852425 0.5977351292280024 154.8264047664705 17.2118887664429 0.008450033471977036 21.98214298010349 22.691684906287193 22.032944615978003 0.36875 False False 0.3 0.7 1.5 0.02 8 3 29.00665510026738 0.5977351292280024 0.7519865752852425 0.6587402903091899 0.7948747343013011 3.3885638815327717 2.9488750424300143 False 0.1235 Inputed -19.668295154202635 -19.449243702996203 """""" """""" """"""
-0.2069499741782205 0.2714470958352516 -16.11713255116723 17.40023497173256 5588.264710230009 82.09204060970855 32 18 18 30.915925899986178 46 True True 2021bhb 102.09371249999998 64.78637499999999 SNIa 0.035521 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 102.09371249999998 64.78637499999999 TNS 2021bhb ZTF21aagvmqr 2021bhb SNIa 0.035521 0.2022048289197187 1.1843651931874923 0.40556040064459253 0.6352380139996434 1.1843651931874923 1.8746959913926027 -9.722655467604161 -9.722655467604161 40.63858136759034 40.63858136759034 59249.32234949991 59249.22885419987 17.39977448860933 17.452503650538016 17.39977448860933 6.844792876858557 2.6782465483283326 4.550732853063753 102.09186937837549 64.7873656951187 0.0003534908797219183 13.934234390363693 15.163806821975708 14.333614483184814 0.845 """""" """""" """""" """""" 0 False True all False False 0 2.6782465483283326 4.550732853063753 102.09186937837549 64.7873656951187 0.0003534908797219183 13.934234390363693 15.163806821975708 14.333614483184814 0.845 False False 0.3 0.7 1.5 0.02 8 3 0.09349530003964901 4.550732853063753 2.6782465483283326 0.8301923387908943 1.6991463522669936 -2.2886968285623084 -3.0661600054245177 False 0.035521 Inputed -18.604792566112216 -18.55206340418353 """""" """""" """"""
-0.139139445849213 0.2403543645070727 -8.480395645468466 18.141177438432635 5822.816486105352 67.59681662419094 52 34 34 44.931956000160426 42 True True 2021uhx 346.6110833333333 11.54973888888889 SNIa 0.046247 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 346.6110833333333 11.54973888888889 TNS 2021uhx ZTF21abpaodi 2021uhx SNIa 0.046247 0.03645321690673953 1.165487897425237 0.25961862900968313 0.519140577612351 1.165487897425237 2.019171747606457 12.740260397555854 12.740260397555854 32.19169560260457 32.19169560260457 59435.40054399986 59424.42601849977 17.681683384996283 17.681683384996283 17.792245919987444 2.743991936752924 6.357697526356433 4.21576982501136 346.6120907925525 11.550369021676751 0.0018860931039341722 14.441211074500085 15.33938066696167 14.798599352197648 1.0 """""" """""" """""" """""" 0 False True all False False 0 6.357697526356433 4.21576982501136 346.6120907925525 11.550369021676751 0.0018860931039341722 14.441211074500085 15.33938066696167 14.798599352197648 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.97452550008893 4.21576982501136 6.357697526356433 0.5407813147640219 0.6630969478391336 -2.342302718034613 -2.9936465677897957 False 0.046247 Inputed -18.790930170447314 -18.901492705438475 """""" """""" """"""
-0.13021373644922876 0.13166197277856306 -16.785944250319794 18.565894212444963 3653.27161093416 234.97702710284523 69 42 42 73.91800930025056 43 True True 2020abdw 30.321208333333324 24.07073888888889 SNIc 0.0327790007 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 30.321208333333324 24.07073888888889 TNS 2020abdw ZTF20actpqgc 2020abdw SNIc 0.0327790007 0.7514702736442231 1.1420960054694547 0.8432643685951291 0.9388770003300877 1.1420960054694547 1.362259803622198 22.835762170065575 22.835762170065575 51.08224713018498 51.08224713018498 59202.286585600115 59178.23556709988 17.8866706525826 18.603547531302723 17.8866706525826 1.7800513900720216 4.299239510271802 12.898704569073596 30.31739326256885 24.069899790104152 0.0034254893672152065 14.84325659021616 15.607266460494996 15.130225477738382 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 0.4887035532018459 30.3212378223836 24.0708719429703 0.008663773839998612 22.24540339661598 22.701338872852325 22.62047596687317 0.15 False False 0.3 0.7 1.5 0.02 8 3 24.05101850023493 12.898704569073596 4.299239510271802 0.47704098275661444 3.0002293517855505 -2.9962810708077274 -2.7564451748442167 False 0.0327790007 Inputed -17.941988964617373 -17.225112085897248 """""" """""" """"""
-0.09582329541922747 0.3774140910235394 -15.96028644997288 18.528570234160398 5360.476901176901 153.40905742009122 25 13 13 37.937939799856395 62 True True 2018jlo 30.572962499999 -13.94290766666 SNII 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 30.572962499999 -13.94290766666 TNS 2018jlo ZTF18acsyaye 2018jlo SNII 0.05 0.12479381463272077 0.5691805659351239 0.22512366024375297 0.33239140194682193 0.5691805659351239 0.8382616571252761 7.211256092398203 7.211256092398203 30.726683707458193 30.726683707458193 58469.19094910007 58456.188252300024 18.379064324303926 18.409565185092173 18.379064324303926 1.3366054589672893 2.978588151204995 4.456419261119892 30.5723865469934 -13.94401216713965 0.003637428960718614 16.85474656452477 17.437634363610744 17.059041001996995 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 3.2968714045044623 30.5734317338629 -13.9421131305378 0.04883079105151178 22.226952254161834 24.61274024801731 23.371576768374442 0.5 False False 0.3 0.7 1.5 0.02 8 3 13.002696800045669 4.456419261119892 2.978588151204995 0.3785933616137491 1.4961515439175561 -0.9719308214814291 -1.3200233223069304 False 0.05 Inputed -18.37547430687135 -18.344973446083102 """""" """""" """"""
-0.29267182196091224 0.16276774324426935 -7.795809831955996 17.18046531326793 3714.033118757715 403.317720290765 68 43 43 73.81304399995133 411 True False 2021do 154.23550833333334 73.39748055555556 SNIc 0.009346 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 154.23550833333334 73.39748055555556 TNS 2021do ZTF21aaaubig 2021do SNIc 0.009346 0.6112153381969492 0.8170379551093241 0.6608319341681543 0.7116584955548788 0.8170379551093241 0.927552657125954 10.442553141338976 10.442553141338976 63.37049085861236 63.37049085861236 59228.489409700036 59216.45400460018 16.46000393046038 17.14579087722479 16.46000393046038 16.1390892775274 6.4358857935187 16.899289124915814 154.22371896 73.40075023 2.783110070236905e-05 7.677821773128509 8.49024353568077 14.374219595718383 0.75 """""" """""" """""" """""" 6 False True all False False 0 1.404862093852816 3.0142929147397535 154.23692726 73.39674796 0.003986823920794413 18.53067637887597 14.450495325922965 19.621896447443962 0.5 False False 0.3 0.7 1.5 0.02 8 3 12.035405099857599 16.899289124915814 6.4358857935187 -5.883976060037613 2.6257907096385007 -8.65554734154402 -2.085784334741998 False 0.009346 Inputed -16.630918275812316 -15.945131329047907 """""" """""" """"""
-0.13880766205483472 0.40456025089680436 -8.253078243637932 18.052360752536188 5805.756803201418 219.7107523602857 21 11 11 17.056678200140595 56 True False 2020cpl 84.97412083333332 59.460975000000005 SNIa 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 84.97412083333332 59.460975000000005 TNS 2020cpl ZTF20aaomeaa 2020cpl SNIa 0.03 -0.0768067516541322 0.1790362318783565 -0.017417497111111402 0.044947226914697325 0.1790362318783565 0.3263563229495645 3.2738035026393746 3.2738035026393746 13.78287469750122 13.78287469750122 58903.133333299775 58898.12593750004 17.755878934049402 17.755878934049402 17.84276802405917 0.30631764636736447 1.6374145406336533 2.5200223205363415 84.97277225 59.46083203 0.002581821136853346 17.95062417230606 18.3355110830307 18.070375828647613 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.6374145406336533 2.5200223205363415 84.97277225 59.46083203 0.002581821136853346 17.95062417230606 18.3355110830307 18.070375828647613 1.0 False False 0.3 0.7 1.5 0.02 8 3 5.007395799737424 2.5200223205363415 1.6374145406336533 0.26513525438308605 1.5390252486466458 0.5796321489812968 0.22760780458844465 False 0.03 Inputed -17.79202942956616 -17.878918519575926 """""" """""" """"""
-0.1801589252465314 0.20591252579492833 -8.709277930477473 17.476398815940225 5550.889777452846 150.92235325804947 38 23 23 62.91472220001742 119 True False 2019lsc 275.62866708333 18.567089 SNIa 0.035 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 275.62866708333 18.567089 TNS 2019lsc ZTF19abgsyrp 2019lsc SNIa 0.035 0.008959919151230622 0.42573861652333633 0.1026870694364419 0.20315534548446834 0.42573861652333633 0.6797511741985645 12.95471159441058 12.95471159441058 49.96001060560684 49.96001060560684 58697.183923599776 58684.29165509995 17.005053693193886 17.19097555346981 17.005053693193886 2.877749322633622 0.9129845821524795 0.755809555222852 275.62845356 18.56703325 0.0048534974764702365 20.72431462864876 20.838310463809968 20.85345020093918 0.8 """""" """""" """""" """""" 0 False True all False False 0 0.9129845821524795 0.755809555222852 275.62845356 18.56703325 0.0048534974764702365 20.72431462864876 20.838310463809968 20.85345020093918 0.8 False False 0.3 0.7 1.5 0.02 8 3 12.89226849982515 0.755809555222852 0.9129845821524795 -0.015139737129210573 0.8278448179715511 3.6473349103401596 3.848396507745292 False 0.035 Inputed -18.96715100216648 -18.78122914189056 """""" """""" """"""
-0.06956112720016175 0.7741194390428578 -7.180232230870747 15.821327852493102 4623.483456139208 123.6858883856099 121 73 73 71.91347229992971 86 True True 2021ukt 12.353583333333333 -1.766338888888889 SNIIn 0.012886 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 12.353583333333333 -1.766338888888889 TNS 2021ukt ZTF21abpxquj 2021ukt SNIIn 0.012886 0.2846970616536595 0.9146422681751609 0.4238879375213749 0.5747607354237942 0.9146422681751609 1.3111754519622387 12.499742837320937 12.499742837320937 59.41372946260877 59.41372946260877 59442.44017359987 59426.44083329989 15.842794281962332 15.982697205422467 15.842794281962332 14.175368232393224 5.231453006103207 20.00317175320006 12.3569367709481 -1.7707704975068501 0.003555544940208044 13.903122252740859 15.029831591758729 14.22457771663189 1.0 """""" """""" """""" """""" 18 False True all False False 0 0.7 4.775652424752815 12.3542028038456 -1.76751209364338 0.17343633397076463 23.119861996407508 23.451393387451173 23.036137479162218 0.275 False False 0.3 0.7 1.5 0.02 8 3 15.999340299982578 20.00317175320006 5.231453006103207 0.805253875126839 3.823635943945902 -0.9528656136637377 -1.6182165653304423 False 0.012886 Inputed -17.947584397712802 -17.807681474252668 """""" """""" """"""
-0.18488624026890074 0.25656271795378904 -16.922265845477057 18.94397971358866 4858.88090784631 244.81419995561615 6 6 6 9.04003470018506 43 True True 2018hux 355.72588041666 -5.304218611111 SNIa 0.075 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 355.72588041666 -5.304218611111 TNS 2018hux ZTF18acbxkpa 2018hux SNIa 0.075 0.2221743425461966 0.50440668644287 0.28843275682536174 0.357497595152406 0.50440668644287 0.6636559912238766 -6.542738800840404 -6.542738800840404 15.582773501025464 15.582773501025464 58426.2378934999 58423.216307899915 18.87357441808331 18.933200296957992 18.87357441808331 4.863989450243149 1.9657088491566366 18.581878174374275 355.727940593531 -5.299482118325406 0.0066950425485469145 15.192709029136896 16.22737320015907 15.580544171754122 0.9800000000000001 """""" """""" """""" """""" 5 False True all False False 0 0.27570353282235555 10.967257969177876 355.723059639344 -5.30539850516024 0.06722489364901796 19.71164005125463 20.374730983322856 19.849285774238112 0.005 False False 0.3 0.7 1.5 0.02 8 3 3.0215855999849737 18.581878174374275 1.9657088491566366 0.6468290284049498 9.45301649445522 -2.70582709679892 -3.29303024632919 False 0.075 Inputed -18.773827005270153 -18.714201126395473 """""" """""" """"""
-0.14028807963391035 0.3506059852968542 -5.250121050561836 18.425892230339436 6710.814474425813 77.09104327913735 39 22 22 35.92450230009854 58 True False 2021fg 85.75597916666665 -11.349697222222224 SNIa 0.083 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 85.75597916666665 -11.349697222222224 TNS 2021fg ZTF21aaateuz 2021fg SNIa 0.083 -0.21356039576674135 0.5643935530684985 -0.05705686974629742 0.12305659514858291 0.5643935530684985 1.1337607511634005 12.254050193064481 12.254050193064481 23.67045210703406 23.67045210703406 59228.30836809985 59218.27519680001 17.863169309292378 17.863169309292378 18.1639123723228 0.46684641025578416 0.7668509426622916 1.9117167372707207 85.75645314 -11.34944023 0.005816784901945371 20.39660108680725 23.64 23.27 0.95 """""" """""" """""" """""" 0 False True all False False 0 0.7668509426622916 1.9117167372707207 85.75645314 -11.34944023 0.005816784901945371 20.39660108680725 23.64 23.27 0.95 False False 0.3 0.7 1.5 0.02 8 3 10.03317129984498 1.9117167372707207 0.7668509426622916 0.370000000000001 2.492944366259466 5.776830690707623 5.106087627677198 False 0.083 Inputed -19.707381107815536 -20.00812417084596 """""" """""" """"""
-0.10905492554583954 0.4023349512492328 -9.708069307730444 19.332744382089587 4589.826607278475 182.23112051924647 28 14 14 15.938750000204891 61 True True 2021dx 49.89563749999999 4.760133333333333 SNIb 0.0436 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 49.89563749999999 4.760133333333333 TNS 2021dx ZTF21aaaroyw 2021dx SNIb 0.0436 0.2888784559636086 0.6953994442691318 0.3823507732998692 0.48110727083292915 0.6953994442691318 0.9337361657648486 10.55239859571316 10.55239859571316 5.38635140449173 5.38635140449173 59228.145740699954 59216.23400459997 18.80536810619449 19.194302171914853 18.80536810619449 1.7020745039106941 4.4255011492319065 8.036717972600405 49.89658074243265 4.762158211025746 0.001039873576754169 13.95656246003151 15.161990583734513 14.337639719285965 0.985 """""" """""" """""" """""" 0 False True all False False 0 4.4255011492319065 8.036717972600405 49.89658074243265 4.762158211025746 0.001039873576754169 13.95656246003151 15.161990583734513 14.337639719285965 0.985 False False 0.3 0.7 1.5 0.02 8 3 11.911736099980772 8.036717972600405 4.4255011492319065 0.8243508644485473 1.8160017818536245 -4.03231158818034 -4.467728386908524 False 0.0436 Inputed -17.64845024723343 -17.259516181513067 """""" """""" """"""
-0.045867021918324494 0.40675225421170363 -5.796613296256056 18.19426468457478 5360.759225101322 319.4974608477339 586 26 26 74.77690970012918 65 True True 2018fzo 324.06380708333 20.035338194444 AGN 0.081 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 324.06380708333 20.035338194444 TNS 2018fzo ZTF18abnuhuy 2018fzo AGN 0.081 0.0025430517473701286 0.18439272082190428 0.04578167105708175 0.09047889303290191 0.18439272082190428 0.2845788915731795 44.641684181795576 44.641684181795576 30.135225518333606 30.135225518333606 58382.23324069986 58351.40709490003 17.962607094335702 17.962607094335702 17.99741269506319 1.7671589386039512 3.636211254761632 1.932716897066573 324.06324767 20.0354478 0.0016023962041277207 15.744548361253738 20.018696766328812 19.02841584801674 1.0 """""" """""" """""" """""" 1 False True all False False 0 4.395289633646149 0.1563528707228066 324.06376119189895 20.0353434339603 0.043960810467563505 19.721814145128725 16.22488268576145 19.828383666625022 0.86875 False False 0.3 0.7 1.5 0.02 8 3 30.826145799830556 1.932716897066573 3.636211254761632 0.9902809183120738 0.5315194199830038 2.05608967199311 1.0310031529535486 False 0.081 Inputed -19.81997066358613 -19.854776264313617 """""" """""" """"""
-0.029614499232614028 0.5363454357714305 -23.292700722945366 18.095007617878675 5709.12508857359 166.62368839372317 53 40 40 73.98883110005409 48 True True 2020abed 203.77254166666665 59.69645 SNII 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 203.77254166666665 59.69645 TNS 2020abed ZTF20actquzl 2020abed SNII 0.04 0.0848154645380852 0.4785322120210296 0.17436668536436173 0.2696546594221729 0.4785322120210296 0.7137752699686928 7.780165419438969 7.780165419438969 66.20866568061511 66.20866568061511 59188.5457870001 59178.509131900035 17.854484177920966 17.854484177920966 17.9816107458929 3.9356640930257596 2.227977014397691 4.428311611515211 203.7748314831835 59.69602792042825 0.004477466913455186 17.573845302672087 18.087392225061656 17.748388370565177 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.227977014397691 4.428311611515211 203.7748314831835 59.69602792042825 0.004477466913455186 17.573845302672087 18.087392225061656 17.748388370565177 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.03665510006249 4.428311611515211 2.227977014397691 0.33900385449647885 1.9875930419831354 0.2329080471406897 -0.23322237532772405 False 0.04 Inputed -18.283194141588517 -18.41032070956045 """""" """""" """"""
-0.18373189612951638 0.2208712617533582 -2.485690059229386 16.317136391751312 4995.602383099923 252.93894635364816 119 61 61 74.90346059994772 181 True False 2021ell 298.58610416666664 1.585041666666667 SNIa 0.025 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 298.58610416666664 1.585041666666667 TNS 2021ell ZTF21aanswls 2021ell SNIa 0.025 0.08994711607974537 0.3393018709783888 0.14852400185852233 0.20955804719467253 0.3393018709783888 0.479810982642924 13.714813900438884 13.714813900438884 61.18864669950884 61.18864669950884 59282.53480320005 59274.55374999996 16.03990396356638 16.10267880876147 16.03990396356638 8.685184382472169 2.8502906213353953 0.41901927798691385 298.58599656 1.5849972 0.00035212742137169517 14.473265604352951 15.375817416954039 14.786618505287171 0.86 """""" """""" """""" """""" 0 False True all False False 0 2.8502906213353953 0.41901927798691385 298.58599656 1.5849972 0.00035212742137169517 14.473265604352951 15.375817416954039 14.786618505287171 0.86 False False 0.3 0.7 1.5 0.02 8 3 7.981053200084716 0.41901927798691385 2.8502906213353953 0.5891989116668679 0.14700931717292684 -0.7268613918074323 -1.2532854582792101 False 0.025 Inputed -19.19628080734136 -19.13350596214627 """""" """""" """"""
-0.17218100678135695 0.2742811327006803 -6.726833792719221 18.12718596836465 6410.66751722706 226.19738832727973 17 5 5 38.03751160018146 67 True True 2020duf 52.90469166666666 40.10883611111111 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 52.90469166666666 40.10883611111111 TNS 2020duf ZTF20aasjzgc 2020duf SNIa 0.06 -0.20523351918777522 0.015617518393788998 -0.15397595818724596 -0.10014466245229059 0.015617518393788998 0.14282733607466724 14.844000577494707 14.844000577494707 23.193511022686753 23.193511022686753 58917.19664350012 58903.13884259993 17.64689176921391 17.64689176921391 17.93619998299778 0.39668575458305566 4.362236498916755 9.929981085289471 52.9011217180724 40.1084444723433 0.0022754705304153244 14.723638065233231 15.84252030087471 15.078528364424706 0.97 """""" """""" """""" """""" 1 False True all False False 0 0.7 9.067036911585934 52.9054736775038 40.1112826891024 0.6980702899237263 23.92943669555664 24.131338957176208 23.3962410529232 0.5 False False 0.3 0.7 1.5 0.02 8 3 14.057800900191069 9.929981085289471 4.362236498916755 0.7639919364500045 2.276350924062764 -1.8043714683391983 -2.8576716185730753 False 0.06 Inputed -19.21930099820002 -19.50860921198389 """""" """""" """"""
-0.19502227689803392 0.2410822007804839 -6.521235408592643 17.06751371932111 6081.819278991197 290.592479794983 42 17 17 72.93746529985219 47 True False 2020bxp 222.12054583333332 -5.304163888888889 SNIa 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 222.12054583333332 -5.304163888888889 TNS 2020bxp ZTF20aalrksw 2020bxp SNIa 0.03 -0.1526054038121849 0.02412071577285957 -0.11087685282300086 -0.06754303926889804 0.02412071577285957 0.12275345261036108 14.8099903922365 14.8099903922365 58.12747490761569 58.12747490761569 58895.5398380002 58881.50325229997 16.499802963102265 16.499802963102265 16.64455351677572 5.022844468815714 0.9547396115905855 2.0131561690119573 222.12005347 -5.30389488 0.010787626286023366 20.886150249791147 21.35088967614174 20.639420500540734 0.82 """""" """""" """""" """""" 0 False True all False False 0 0.9547396115905855 2.0131561690119573 222.12005347 -5.30389488 0.010787626286023366 20.886150249791147 21.35088967614174 20.639420500540734 0.82 False False 0.3 0.7 1.5 0.02 8 3 14.036585700232536 2.0131561690119573 0.9547396115905855 0.7114691756010068 2.1085918553835445 4.851086713039475 3.9948669837650144 False 0.03 Inputed -18.99024393684961 -19.134994490523063 """""" """""" """"""
-0.04446600924443884 0.4092882513965833 -25.00500450134519 17.772489173304546 3946.325482772493 297.69286582108475 53 25 25 74.00596070010215 58 True False 2019spk 150.72666708333 -6.207219 SNII 0.01 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 150.72666708333 -6.207219 TNS 2019spk ZTF19acecluy 2019spk SNII 0.01 0.6191394987848042 0.9039411307281213 0.6869134536343182 0.7569309577737471 0.9039411307281213 1.0606799123271742 -4.914701476348064 -4.914701476348064 78.92066217645021 78.92066217645021 58776.51980319992 58776.51980319992 17.67328812787846 18.615537059588988 17.67328812787846 1.6623400768859171 0.7 7.221261349498752 150.72803705 -6.20574632 0.21479220814801303 22.40544868079424 22.319913912987708 23.45492836793661 0.35 """""" """""" """""" """""" 0 False True all False False 0 0.7 7.221261349498752 150.72803705 -6.20574632 0.21479220814801303 22.40544868079424 22.319913912987708 23.45492836793661 0.35 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.0 0.0 0.0 0.0 5.024462940411013 5.5967118721215385 True 0.01 Inputed -15.56487501118236 -14.622626079471834 """""" """""" """"""
-0.1886875874974199 0.20569174240014818 -7.3456313351521985 17.60494879785174 5747.269788616076 109.7878158532333 59 36 36 71.92473379988223 46 True True 2020aauk 124.46229166666664 -5.719361111111112 SNIa 0.0394340008 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 124.46229166666664 -5.719361111111112 TNS 2020aauk ZTF20actiymd 2020aauk SNIa 0.0394340008 -0.02547457007554854 0.5629885032119759 0.1016028111676377 0.24141376049519891 0.5629885032119759 0.9475198676261307 13.040537336284386 13.040537336284386 58.884196463597846 58.884196463597846 59188.44143520016 59176.436192099936 16.988806467314426 16.988806467314426 17.186539539240698 3.327309409718442 4.6194439269509715 5.193983127232932 124.461244908265 -5.71836272695581 0.001260086885461198 14.526487340323925 15.16448235273361 14.789788115456105 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.6194439269509715 5.193983127232932 124.461244908265 -5.71836272695581 0.001260086885461198 14.526487340323925 15.16448235273361 14.789788115456105 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.005243100225925 5.193983127232932 4.6194439269509715 0.37469423727750595 1.124374104192489 -1.824324114580815 -2.3967514237845933 False 0.0394340008 Inputed -19.047022334876303 -19.244755406802575 """""" """""" """"""
-0.13237971498847878 0.3011806433490102 -3.4603234595639414 19.794530858474417 5945.867854991012 191.71309111241519 18 7 7 18.130266200285405 38 True False 2019vni 128.40405416666667 63.64924722222222 SNIa 0.132 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 128.40405416666667 63.64924722222222 TNS 2019vni ZTF19acrvfkz 2019vni SNIa 0.132 -0.13071429352537223 0.15336208515483918 -0.06555004972090828 0.0034104341707639207 0.15336208515483918 0.32047141173443805 10.512766383331968 10.512766383331968 7.617499816953437 7.617499816953437 58799.33859949978 58794.430682899896 19.340264238580094 19.4846894188284 19.340264238580094 5.373118409010872 0.8786713256774071 0.7443574037088966 128.404505 63.64919518 0.006947246713267741 21.28947637616396 22.041235482120513 21.420314932107924 0.7375 """""" """""" """""" """""" 0 False True all False False 0 0.8786713256774071 0.7443574037088966 128.404505 63.64919518 0.006947246713267741 21.28947637616396 22.041235482120513 21.420314932107924 0.7375 False False 0.3 0.7 1.5 0.02 8 3 4.907916599884629 0.7443574037088966 0.8786713256774071 0.6209205500125883 0.8471397460649328 2.5565460632921138 2.0800506935278307 False 0.132 Inputed -19.560204619427417 -19.41577943917911 """""" """""" """"""
-0.1700449776183023 0.3012581890181436 -3.861174283034845 18.262329772337683 5969.040405166359 175.33759980107854 41 14 14 34.9351852000691 49 True False 2019vmr 354.24475 36.65391111111111 SNIa 0.065 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 354.24475 36.65391111111111 TNS 2019vmr ZTF19aculgvn 2019vmr SNIa 0.065 -0.1306145032724757 0.18335891986887276 -0.059166490912407 0.016837950990154837 0.18335891986887276 0.37070420470674037 12.16927854173644 12.16927854173644 22.765906658332657 22.765906658332657 58820.15300930012 58811.17826389987 17.811851204655866 17.811851204655866 18.003447847075034 1.16200075790243 0.7 2.5266853374294915 354.24469764 36.65461171 0.03984331383295325 22.51925066459179 25.749852948617935 23.29277700047493 0.5 """""" """""" """""" """""" 0 False True all False False 0 0.7 2.5266853374294915 354.24469764 36.65461171 0.03984331383295325 22.51925066459179 25.749852948617935 23.29277700047493 0.5 False False 0.3 0.7 1.5 0.02 8 3 8.974745400249958 2.5266853374294915 0.7 2.457075948143004 3.609550482042131 7.938001743962069 5.289329153399898 False 0.065 Inputed -19.32834466188637 -19.519941304305537 """""" """""" """"""
-0.11477680930304385 0.17327670950266855 -12.390184740753714 19.727883798364406 5702.282359351889 109.7375824451951 111 67 67 70.76909730024636 70 True False 2020kpe 255.0429833333333 50.83726388888889 SNIa 0.121 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 255.0429833333333 50.83726388888889 TNS 2020kpe ZTF20aazpnxl 2020kpe SNIa 0.121 0.04817784540914616 0.6700507639017559 0.1827409633377748 0.33058796454816175 0.6700507639017559 1.0752629917703267 22.864286651975547 22.864286651975547 47.90481064827081 47.90481064827081 59001.3879976999 58981.4054744998 19.1319564905257 19.1319564905257 19.1585578128488 0.46263580664210247 0.7 4.102294022204511 255.04304769 50.83840269 0.10790958444610332 22.81 21.919393946075438 23.27 0.65 """""" """""" """""" """""" 0 False True all False False 0 0.7 4.102294022204511 255.04304769 50.83840269 0.10790958444610332 22.81 21.919393946075438 23.27 0.65 False False 0.3 0.7 1.5 0.02 8 3 19.98252320010215 0.0 0.0 0.0 0.0 4.508043509474302 4.111442187151198 True 0.121 Inputed -19.54833404884894 -19.574935371172042 """""" """""" """"""
-0.0991687431770999 0.2556958716484603 -9.444837593901543 17.891774182031543 5028.648364064816 149.56371725953207 88 57 57 74.9796179998666 50 True True 2019xbr 221.86962499999 29.536789 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 221.86962499999 29.536789 TNS 2019xbr ZTF19adajqwl 2019xbr SNIa 0.07 0.1594442829983045 0.6275553721116687 0.2649172163120319 0.37782862227527403 0.6275553721116687 0.9120592438398383 18.349213796744124 18.349213796744124 56.63040420312248 56.63040420312248 58850.55927080009 58836.517199099995 17.625999418096093 17.625999418096093 17.658696700821356 2.695932750137639 0.894764012526009 0.26392428312522626 221.869553707829 29.5368280813017 0.0038404310333376435 20.64840263874948 21.127214184856413 20.768915506159665 0.7849999999999999 """""" """""" """""" """""" 0 False True all False False 0 0.894764012526009 0.26392428312522626 221.869553707829 29.5368280813017 0.0038404310333376435 20.64840263874948 21.127214184856413 20.768915506159665 0.7849999999999999 False False 0.3 0.7 1.5 0.02 8 3 14.04207170009613 0.26392428312522626 0.894764012526009 0.35829867869674814 0.2949652415949781 3.50121476676032 3.1102188053383095 False 0.07 Inputed -19.83646925076944 -19.869166533494703 """""" """""" """"""
-0.22733046308957605 0.2004055080649675 -7.352805729727978 17.918053853900876 5295.89772330363 122.23136437908825 49 37 37 53.98059029970318 33 True False 2020iji 187.54709166666666 84.78697777777778 SNIa 0.041742 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 187.54709166666666 84.78697777777778 TNS 2020iji ZTF20aawwcgb 2020iji SNIa 0.041742 0.07831881169311217 0.6376006603347832 0.20122230565916865 0.33492981101523966 0.6376006603347832 0.9925770963116349 11.84920478543994 11.84920478543994 42.13138551426324 42.13138551426324 58978.3926736 58966.26148150023 17.204100726631268 17.204100726631268 17.414761171310488 2.0884725594327618 6.44577718848374 31.72150504488727 187.60415701 84.77985575 0.006266385997088841 13.554146434497833 14.743725435352326 14.010877088165284 1.0 """""" """""" """""" """""" 6 False True all False False 0 0.3605247591307572 3.8221776576463857 187.54132653 84.7860543 0.007413167863504211 19.501180055236816 21.462803789711 20.253398139095307 0.01 False False 0.3 0.7 1.5 0.02 8 3 12.131192099768668 31.72150504488727 6.44577718848374 0.7328483471870424 4.92128476013134 -2.4603752912789414 -3.403884083145204 False 0.041742 Inputed -18.943522309348477 -19.154182754027698 """""" """""" """"""
-0.03848547173269494 0.388565956724404 -16.937149850931657 18.332257519865454 5616.963690523643 269.16571488793585 50 35 35 49.96237270021811 54 True False 2021hpx 142.776083 -19.517989 SLSN-I 0.213 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 142.776083 -19.517989 TNS 2021hpx ZTF21aappdnv 2021hpx SLSN-I 0.213 -4.0874045662775416e-05 0.2180909829553137 0.05133961101823559 0.10478152412132502 0.2180909829553137 0.3403851753813605 45.56439159855587 45.56439159855587 4.397981101662239 4.397981101662239 59329.170057899784 59291.230833299924 18.073638786313584 18.073638786313584 18.08691300856419 0.35644450095185565 0.7390392219500334 0.09545051105145075 142.77610417 -19.51797154 0.006377629210234326 21.843712987279893 22.170052144289016 21.582296410274505 0.0 """""" """""" """""" """""" 0 False True all False False 0 0.7390392219500334 0.09545051105145075 142.77610417 -19.51797154 0.006377629210234326 21.843712987279893 22.170052144289016 21.582296410274505 0.0 False False 0.3 0.7 1.5 0.02 8 3 37.93922459986061 0.09545051105145075 0.7390392219500334 0.587755734014511 0.1291548651499097 4.0964133579754325 3.495383401710317 False 0.213 Inputed -21.88283167145077 -21.896105893701375 """""" """""" """"""
-0.14560572592012055 0.23164806983474734 -19.56163316480263 17.422441695454637 5290.164499637868 160.23104308145543 21 20 20 53.99587959982455 24 True False 2019hgu 12.6036925 -12.09516336111 SNII 0.021 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 12.6036925 -12.09516336111 TNS 2019hgu ZTF19abcejlb 2019hgu SNII 0.021 0.17204835826900577 0.6085742865620567 0.2711073903954926 0.3766660430658 0.6085742865620567 0.8705517570119596 -9.49501997262828 -9.49501997262828 63.490899572452825 63.490899572452825 58662.465057900175 58662.44293980021 17.267247046630796 17.30982509020012 17.267247046630796 4.950259825006258 2.315045744419948 0.6345614663535739 12.60365307 -12.09533536 0.004616252969343426 18.392766062521936 18.670692949509622 18.544263375997545 0.99 """""" """""" """""" """""" 0 False True all False False 0 2.315045744419948 0.6345614663535739 12.60365307 -12.09533536 0.004616252969343426 18.392766062521936 18.670692949509622 18.544263375997545 0.99 False False 0.3 0.7 1.5 0.02 8 3 0.022118099965155125 0.6345614663535739 2.315045744419948 0.12642957351207684 0.27410320849300024 1.3608678593095007 1.2770163293667487 False 0.021 Inputed -17.58814489923918 -17.545566855669854 """""" """""" """"""
-0.2552227726455544 0.5441262950514205 -23.349130166565864 12.731201877545775 8630.900723267758 113.24290643987798 10 5 5 19.962453700136393 100 True False 2019xe 125.45603499999 -12.925094 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 125.45603499999 -12.925094 TNS 2019xe ZTF19aadqarz 2019xe CV 0.0 -0.33304719093163193 0.0940035449281531 -0.24147180130616697 -0.14026736104908366 0.0940035449281531 0.37599876122332887 -20.964648982767514 -20.964648982767514 40.92710268290391 40.92710268290391 58503.246655100025 58503.246655100025 14.249052368586154 14.249052368586154 15.963818154257226 428.4364893355325 0.636918730664035 0.19286015751355604 125.45603114 -12.92504056 0.014053324278329726 23.255629795193673 23.483784640145302 22.95149444580078 0.1 """""" """""" """""" """""" 0 False True all False False 0 0.636918730664035 0.19286015751355604 125.45603114 -12.92504056 0.014053324278329726 23.255629795193673 23.483784640145302 22.95149444580078 0.1 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.19286015751355604 0.636918730664035 0.5322901943445224 0.30280183048233644 9.234732271559148 6.987676291543554 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.11819292975836374 0.3560033691601293 -5.694764170044681 17.975946356122748 6255.413210502225 191.2490117573208 14 8 8 14.028275500051677 40 True True 2020lvt 176.69037916666667 14.822675 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 176.69037916666667 14.822675 TNS 2020lvt ZTF20abeezqx 2020lvt SNIa 0.07 -0.1770768868235102 0.09607257442938533 -0.11449462058332927 -0.04821489770210974 0.09607257442938533 0.25709779336440164 11.07394289718939 11.07394289718939 2.9543326028622863 2.9543326028622863 59017.21787039982 59009.18754629977 17.54121247113412 17.54121247113412 17.733620149710376 1.5425220232084431 2.2170429939476715 1.872789277213477 176.68985708764302 14.82254890329115 0.005363135751438319 18.512935190125702 19.265602045314314 18.67409275535703 0.8549999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.2170429939476715 1.872789277213477 176.68985708764302 14.82254890329115 0.005363135751438319 18.512935190125702 19.265602045314314 18.67409275535703 0.8549999999999999 False False 0.3 0.7 1.5 0.02 8 3 8.030324100051075 1.872789277213477 2.2170429939476715 0.5915092899572834 0.8447239328808795 1.7243895741801936 0.9404726056466544 False 0.07 Inputed -19.76154580188042 -19.953953480456676 """""" """""" """"""
-0.16424256117886296 0.2094384919110394 -9.228801204451234 17.19922038502871 6361.668234919661 89.71741882874734 88 42 42 72.79177080001682 57 True True 2020adeu 144.94225833333334 19.218769444444444 SNIa 0.027 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 144.94225833333334 19.218769444444444 TNS 2020adeu ZTF20acyrhbo 2020adeu SNIa 0.027 -0.10960976482912343 0.593907707663039 0.03696121738135716 0.20194693006032338 0.593907707663039 1.0814248221203933 18.170933986479618 18.170933986479618 54.6208368135372 54.6208368135372 59220.36500000022 59202.483657400124 16.55500884469363 16.55500884469363 16.676893410294813 7.776647455935446 2.0215279529326384 3.262974161008436 144.9430755496465 19.2192448940502 0.00792607555121172 18.82760241152525 19.045580985741616 18.738852713735103 0.875 """""" """""" """""" """""" 1 False True all False False 0 0.7 0.8718792104881057 144.942499196084 19.2186862172372 0.050478324076551395 24.312991245663166 22.947790665898324 23.177908915548326 0.05 False False 0.3 0.7 1.5 0.02 8 3 17.881342600099742 3.262974161008436 2.0215279529326384 0.306728272006513 1.6141128082225265 2.490572141047984 2.0619593034402897 False 0.027 Inputed -18.72749671889338 -18.849381284494562 """""" """""" """"""
-0.18903031146605376 0.30565274211865745 -7.379144566466952 18.471402511594782 4733.712251799155 152.91895993030383 9 9 9 29.003865800332278 42 True True 2019hhz 357.66091999999 6.106458 SNIa 0.05538 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 357.66091999999 6.106458 TNS 2019hhz ZTF19aaynsws 2019hhz SNIa 0.05538 0.2305055584695097 0.7081810522347425 0.3384986381732098 0.45385159698324173 0.7081810522347425 0.9968356362863666 1.8799541615955038 1.8799541615955038 27.123911638736775 27.123911638736775 58646.44733799994 58643.4586920999 18.381489269788663 18.381489269788663 18.51783923421169 4.218925010299068 1.4016077218466272 2.9339504898321267 357.66069620584847 6.10724201886487 0.0007055361844557906 16.289884898486136 17.480312886953353 16.690892008087637 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.4016077218466272 2.9339504898321267 357.66069620584847 6.10724201886487 0.0007055361844557906 16.289884898486136 17.480312886953353 16.690892008087637 1.0 False False 0.3 0.7 1.5 0.02 8 3 2.988645900040865 2.9339504898321267 1.4016077218466272 0.789420878865716 2.093275061275082 -0.9011763828353097 -1.8269472261240516 False 0.05538 Inputed -18.461350019526016 -18.597699983949042 """""" """""" """"""
-0.025526347632669068 0.47892986742580795 -29.930382684130205 19.242615036573657 4783.28592074866 328.03917346208766 31 31 31 69.00346069969237 27 True False 2020yae 162.623 -8.619158333333333 SNII 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 162.623 -8.619158333333333 TNS 2020yae ZTF20acndwyv 2020yae SNII 0.09 0.2833902711923919 0.4975765407294439 0.33450450919903574 0.3872149287849993 0.4975765407294439 0.6147903923346298 1.9662827414725719 1.9662827414725719 67.0371779582198 67.0371779582198 59166.53641200019 59163.48057870008 19.03297735829999 19.295428513979246 19.03297735829999 0.668497015541369 1.3539400245983142 14.924577910835351 162.62611698 -8.62193136 0.008196059156839075 16.051818365812302 17.074593137860298 16.4057046995759 0.95 """""" """""" """""" """""" 0 False True all False False 0 1.3539400245983142 14.924577910835351 162.62611698 -8.62193136 0.008196059156839075 16.051818365812302 17.074593137860298 16.4057046995759 0.95 False False 0.3 0.7 1.5 0.02 8 3 3.0558333001099527 14.924577910835351 1.3539400245983142 0.668888438284398 11.02307165730119 -2.2208353761189485 -2.6272726587240918 False 0.09 Inputed -19.017407286879244 -18.75495613119999 """""" """""" """"""
-0.11947847879215147 0.4025780409121087 -4.879641002318075 18.73863675923448 5290.804108200999 107.10889797705428 33 20 20 35.93020829977468 35 True True 2021tnx 347.6780166666666 19.7454 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 347.6780166666666 19.7454 TNS 2021tnx ZTF21ablwcjh 2021tnx SNIa 0.1 0.0588393524085582 0.7038713760348472 0.19796045237209015 0.35113060284081854 0.7038713760348472 1.126542822356523 16.74772308901015 16.74772308901015 19.182485210764526 19.182485210764526 59416.435324099846 59402.42327550007 18.359275501029888 18.538451591740067 18.359275501029888 0.982896587531455 1.0079152152837294 0.21401975942771415 347.6780497538295 19.74534935924395 0.0044491430138576815 20.542569921045303 21.0043118282032 20.855494289474485 0.8500000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.0079152152837294 0.21401975942771415 347.6780497538295 19.74534935924395 0.0044491430138576815 20.542569921045303 21.0043118282032 20.855494289474485 0.8500000000000001 False False 0.3 0.7 1.5 0.02 8 3 14.01204859977588 0.21401975942771415 1.0079152152837294 0.14881753872871428 0.21233905013277066 2.465860236463133 2.4962187884445974 False 0.1 Inputed -19.92446659744104 -19.74529050673086 """""" """""" """"""
-0.15590299552567735 0.2448609629493817 -7.250256456317144 19.133203589402378 5234.485754638336 180.57264877159832 64 30 30 47.89535879995674 42 True True 2020uwr 359.26463749999994 17.904024999999997 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 359.26463749999994 17.904024999999997 TNS 2020uwr ZTF20acgprcg 2020uwr SNIa 0.08 0.06637131083020265 0.42146390107083676 0.14770416019835864 0.233856576961319 0.42146390107083676 0.6309792409638675 11.81937635194734 11.81937635194734 36.0759824480094 36.0759824480094 59134.29921300011 59124.25483800005 18.70260296906557 18.75616379945732 18.70260296906557 0.8434191594445525 2.5958745284763687 2.009180492103413 359.265128679761 17.90371999985885 0.0026995719972353616 17.224924367540478 17.969598388228416 17.5366104442668 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.5958745284763687 2.009180492103413 359.265128679761 17.90371999985885 0.0026995719972353616 17.224924367540478 17.969598388228416 17.5366104442668 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.04437500005588 2.009180492103413 2.5958745284763687 0.4329879439616171 0.773989832737674 -0.7865654112289029 -1.1659925247987708 False 0.08 Inputed -19.08733105300581 -19.03377022261406 """""" """""" """"""
-0.1400890972830759 0.28998734950088934 -6.183876293668529 16.87391349635071 5537.4260339826 190.05960588361796 36 23 23 74.95494220033288 53 True True 2018iso 186.81933291666 35.800619 SNIa 0.03332 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 186.81933291666 35.800619 TNS 2018iso ZTF18acdwazf 2018iso SNIa 0.03332 -0.02171706500388737 0.29225447889186285 0.05040424073578009 0.12665817161904158 0.29225447889186285 0.476518267580051 5.645039864045076 5.645039864045076 69.3099023362878 69.3099023362878 58430.529351899866 58427.53708329983 16.450662539667487 16.450662539667487 16.676737754104465 13.243985378565677 3.463125419137059 5.273023794044243 186.8211152662025 35.800855034321955 0.0072915326935788505 17.358924715681077 17.921780519193412 17.5510186251837 0.95 """""" """""" """""" """""" 0 False True all False False 0 3.463125419137059 5.273023794044243 186.8211152662025 35.800855034321955 0.0072915326935788505 17.358924715681077 17.921780519193412 17.5510186251837 0.95 False False 0.3 0.7 1.5 0.02 8 3 2.992268600035459 5.273023794044243 3.463125419137059 0.3707618940097106 1.5226199331118 1.4711179795259248 0.874280871079236 False 0.03332 Inputed -19.187757135447843 -19.41383234988482 """""" """""" """"""
-0.2045292262746669 0.2067225694644278 -10.564880594619611 16.81918679045597 5278.062397203004 128.06721198985133 72 55 55 72.89762730011716 55 True True 2020igy 244.53216666666663 21.066288888888888 SNIa 0.031795 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 244.53216666666663 21.066288888888888 TNS 2020igy ZTF20aawmlfq 2020igy SNIa 0.031795 0.11582356988494169 0.659347011095452 0.23606376901152615 0.3663124536471898 0.659347011095452 1.0004289840413776 12.207234466679528 12.207234466679528 60.690392833437635 60.690392833437635 58980.39908559993 58965.33431709977 16.27720832440359 16.27720832440359 16.390181707946198 12.683512223439225 4.329028120287198 4.951105496964109 244.530704591345 21.066462092718602 0.0005223099079713078 13.526987396514416 14.669177173109055 13.957428883919714 0.9650000000000001 """""" """""" """""" """""" 0 False True all False False 0 4.329028120287198 4.951105496964109 244.530704591345 21.066462092718602 0.0005223099079713078 13.526987396514416 14.669177173109055 13.957428883919714 0.9650000000000001 False False 0.3 0.7 1.5 0.02 8 3 15.064768500160426 4.951105496964109 4.329028120287198 0.711748289189341 1.1436990842729016 -1.608031151294533 -2.4327528240264833 False 0.031795 Inputed -19.371767129435884 -19.484740512978494 """""" """""" """"""
-0.14115334650568084 0.24255348263681697 -5.0978928345656245 18.96961758821194 4377.084276308709 116.09221436002196 24 16 16 39.96978010004386 50 True True 2019abp 245.86055999999 22.4861405 SNIIb 0.037628 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 245.86055999999 22.4861405 TNS 2019abp ZTF19aaejtof 2019abp SNIIb 0.037628 0.3532232214654769 1.0590482780035408 0.5080874216601678 0.6766924412133619 1.0590482780035408 1.509023496747787 9.912167865250694 9.912167865250694 30.05761223479317 30.05761223479317 58512.527627300005 58507.55298609985 18.579384526606834 18.77535873848594 18.579384526606834 2.068460187342451 2.15590719502672 4.644368864719758 245.85923840571348 22.48572428479875 0.0026908821163261765 16.879530582722424 17.637379566071033 17.142555724043845 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.15590719502672 4.644368864719758 245.85923840571348 22.48572428479875 0.0026908821163261765 16.879530582722424 17.637379566071033 17.142555724043845 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 4.97464120015502 4.644368864719758 2.15590719502672 0.49482384202718777 2.154252685567106 -1.1379791724149086 -1.4368288025629887 False 0.037628 Inputed -17.55142752155921 -17.3554533096801 """""" """""" """"""
-0.14283442814025923 0.3091492445228147 -11.30701005149957 18.23720651777842 5779.044768412507 116.86373421741769 49 28 28 49.90892359986901 43 True False 2020adgj 83.41120416666665 -9.032994444444446 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 83.41120416666665 -9.032994444444446 TNS 2020adgj ZTF20acxpvhu 2020adgj SNIa 0.09 0.007276972163307249 0.5673791968123751 0.12941404801280498 0.2629528398927157 0.5673791968123751 0.9274544393428421 14.909685052980892 14.909685052980892 34.99923854688812 34.99923854688812 59216.25749999983 59198.259629600216 17.84404277423981 17.84404277423981 17.922354531863565 1.1055486901676175 0.7865697218766783 1.602141612074355 83.41155633 -9.03327211 0.004620333474096405 20.32329614815712 20.259936236095427 19.95351670808792 0.85 """""" """""" """""" """""" 0 False True all False False 0 0.7865697218766783 1.602141612074355 83.41155633 -9.03327211 0.004620333474096405 20.32329614815712 20.259936236095427 19.95351670808792 0.85 False False 0.3 0.7 1.5 0.02 8 3 17.99787039961666 1.602141612074355 0.7865697218766783 0.30641952800750616 2.0368717070011315 2.4158934618556174 2.031162176224356 False 0.09 Inputed -20.12803011331567 -20.206341870939426 """""" """""" """"""
-0.29541471328834085 0.45268404007732344 -18.3542748624382 13.881009114656242 7389.889216234137 294.57144821748705 17 7 7 19.983263799920678 82 True False 2019fda 266.95433291666 18.686961 Varstar 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 266.95433291666 18.686961 TNS 2019fda ZTF19aaumtxz 2019fda Varstar 0.0 -0.32178264636316456 -0.17514923461457954 -0.2872216335601294 -0.2512898465541795 -0.17514923461457954 -0.09302739290031425 -15.671399418271818 -15.671399418271818 35.654663218192496 35.654663218192496 58612.44050930021 58612.44050930021 15.233826752648831 17.178961731284115 15.233826752648831 98.51838397057566 1.2620634387553713 39.215143680544934 266.94667792 18.69508987 0.32558619595117777 18.637197346735 19.91929538183212 19.130750262737273 0.95 """""" """""" """""" """""" 33 False True all False False 0 0.6638017001533503 5.3768840690118855 266.95435732 18.6854676 0.09515921454352994 21.99030754454136 24.31331395611763 23.420273878359794 0.1 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.0 0.0 0.0 0.0 6.461038268715885 8.036173247351169 True 0.0 Inputed """""" """""" """""" """""" """"""
-0.1569763411975601 0.2895269815163639 -6.622154393026351 18.271806623244473 4547.599261065197 61.052427478735396 25 13 13 28.01395840011537 66 True True 2020nah 229.30124999999995 5.739369444444445 SNIa 0.04689 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 229.30124999999995 5.739369444444445 TNS 2020nah ZTF20abfhway 2020nah SNIa 0.04689 0.39917031017685645 2.0117793136512496 0.7134462530669552 1.081700393751003 2.0117793136512496 3.2647982777397146 13.28780268099933 13.28780268099933 14.72615571911604 14.72615571911604 59028.21263890015 59016.19881939981 18.05588679218212 18.326931065941057 18.05588679218212 3.396018076461362 2.6665572206880452 6.602859995807925 229.29941663355652 5.73917864161626 0.0011000703577664916 14.93232207904935 15.98728461282015 15.300075886534453 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 6.579432674297971 229.301146630071 5.73754472062047 0.37766348776192504 23.52727577875614 23.431974295945167 23.96967247102022 0.1 False False 0.3 0.7 1.5 0.02 8 3 12.013819500338286 6.602859995807925 2.6665572206880452 0.6872087262856965 2.47617412616565 -2.339646453120908 -2.7558109056476656 False 0.04689 Inputed -18.55760464016987 -18.28656036641093 """""" """""" """"""
-0.20131750488496136 0.25462509513442044 -5.22460074980297 18.501712226043534 5778.405158324126 130.5900389163727 21 19 19 50.834386500064284 46 True False 2019mtp 3.5183708333333 -24.07119838888 SNIa 0.063 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 3.5183708333333 -24.07119838888 TNS 2019mtp ZTF19abmpoxa 2019mtp SNIa 0.063 -0.06764858812899632 0.3961939204178968 0.03475835475934019 0.1458442407284295 0.3961939204178968 0.6880011746883596 11.530081429348058 11.530081429348058 39.304305070716225 39.304305070716225 58708.41776619991 58698.45813659998 17.9672800124415 17.9672800124415 18.13152437270366 2.226502844506711 1.2177576818639 2.3293122892420093 3.51814849 -24.07058403 0.0052958464637012925 19.43450777320862 20.098718753516675 19.73487166709304 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.2177576818639 2.3293122892420093 3.51814849 -24.07058403 0.0052958464637012925 19.43450777320862 20.098718753516675 19.73487166709304 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 9.959629599936306 2.3293122892420093 1.2177576818639 0.36384708642363606 1.9127880069512382 2.1314387410751756 1.6033472943893798 False 0.063 Inputed -19.131415435100315 -19.295659795362475 """""" """""" """"""
-0.06830581567122822 0.5052074908639012 -7.889966835951352 18.951870576983623 6937.685648602227 238.38705958313332 36 23 23 66.83212970010936 78 True False 2018lna 105.8277036 23.029083 TDE 0.091 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 105.8277036 23.029083 TNS 2018lna ZTF19aabbnzo 2018lna TDE 0.091 -0.28723639345150787 -0.09548251881403047 -0.2426326675729058 -0.19585828198357547 -0.09548251881403047 0.0145316332113552 27.06011217284934 27.06011217284934 39.77201752726002 39.77201752726002 58505.23859950015 58480.284537000116 18.488867241737307 18.488867241737307 18.78252237519591 0.22929026001968394 1.3991987849730674 0.13067337146869737 105.82772819 23.02911138 0.0029952707840555926 19.16940090203285 20.22257878100872 19.47448242917061 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.3991987849730674 0.13067337146869737 105.82772819 23.02911138 0.0029952707840555926 19.16940090203285 20.22257878100872 19.47448242917061 1.0 False False 0.3 0.7 1.5 0.02 8 3 24.954062500037253 0.13067337146869737 1.3991987849730674 0.748096351838111 0.09339157014148826 1.7337115392714146 0.6919600539747002 False 0.091 Inputed -19.292318957126703 -19.585974090585307 """""" """""" """"""
-0.1536321674876527 0.22185507489174527 -13.025933000343977 18.623642663187372 5620.626800265757 100.6486891302184 44 28 28 54.8950462997891 39 True True 2019abg 224.04621583333 33.468125611111 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 224.04621583333 33.468125611111 TNS 2019abg ZTF19aaeoqkk 2019abg SNIa 0.07 0.09242706331076178 0.8040409175903918 0.2446010348543659 0.41304823503111976 0.8040409175903918 1.2772975332067062 13.805216378426758 13.805216378426758 41.089829921362345 41.089829921362345 58522.516145799775 58505.48587960005 18.224708581136213 18.224708581136213 18.284059574867708 1.570467807798219 1.267568671091771 0.621225218772707 224.0462067917975 33.46829800876175 0.0020617983749670055 18.863471888734104 19.069485079529883 19.140648895930052 0.9833333333333334 """""" """""" """""" """""" 0 False True all False False 0 1.267568671091771 0.621225218772707 224.0462067917975 33.46829800876175 0.0020617983749670055 18.863471888734104 19.069485079529883 19.140648895930052 0.9833333333333334 False False 0.3 0.7 1.5 0.02 8 3 17.03026619972661 0.621225218772707 1.267568671091771 -0.07116381640016911 0.4900919634102654 0.8447764983936707 0.8565893210623443 False 0.07 Inputed -19.211106376723087 -19.270457370454583 """""" """""" """"""
-0.14254554832879712 0.26431401633588947 -9.889366887595553 18.73491023916464 5200.286952999995 165.90226307753278 26 18 18 42.91859950032085 49 True True 2020bbi 128.1605958333333 -4.286011111111111 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 128.1605958333333 -4.286011111111111 TNS 2020bbi ZTF20aahjymt 2020bbi SNIa 0.07 0.10398787206406013 0.5049640073608614 0.19518268136297223 0.2922240548571686 0.5049640073608614 0.7445946532199876 11.425408052566835 11.425408052566835 31.493191447754015 31.493191447754015 58884.212835600134 58872.2327430998 18.335320020797383 18.405645620262025 18.335320020797383 2.2021122945460103 1.317868826472624 0.9315835416436136 128.16045596226252 -4.28622907655046 0.0029388501009699475 19.14990705779791 19.7556805706501 19.429709099766015 0.755 """""" """""" """""" """""" 0 False True all False False 0 1.317868826472624 0.9315835416436136 128.16045596226252 -4.28622907655046 0.0029388501009699475 19.14990705779791 19.7556805706501 19.429709099766015 0.755 False False 0.3 0.7 1.5 0.02 8 3 11.980092500336468 0.9315835416436136 1.317868826472624 0.3259714708840846 0.7068863933423994 1.3500349503880749 1.0943890789686321 False 0.07 Inputed -19.159845930793413 -19.08952033132877 """""" """""" """"""
-0.18706696086946492 0.1768149481966439 -14.086610589245868 18.460752013139484 4129.620468783983 269.0025734260134 17 15 15 58.85396989993751 58 True True 2018ieu 31.795249999999 -9.024639 SNIa 0.0405 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 31.795249999999 -9.024639 TNS 2018ieu ZTF18acdzzyf 2018ieu SNIa 0.0405 0.47188187502217716 0.766449408153953 0.5415559379539765 0.6138237129042778 0.766449408153953 0.930406267747923 14.244686497175762 14.244686497175762 44.60928340276175 44.60928340276175 58447.33512730012 58428.266030100174 17.92453321348161 18.378566501164 17.92453321348161 1.72209134625374 5.7032296798594855 6.7252405087768246 31.793468609768198 -9.02526718395919 0.0017582150473031133 14.379279672188758 15.11707039360404 14.668934785076381 1.0 """""" """""" """""" """""" 0 False True all False False 0 5.7032296798594855 6.7252405087768246 31.793468609768198 -9.02526718395919 0.0017582150473031133 14.379279672188758 15.11707039360404 14.668934785076381 1.0 False False 0.3 0.7 1.5 0.02 8 3 19.069097199942917 6.7252405087768246 5.7032296798594855 0.4481356085276591 1.179198609610006 -3.2614961075599584 -3.2555984284052286 False 0.0405 Inputed -18.367509085473703 -17.913475797791314 """""" """""" """"""
-0.13451465235785945 0.27213502419091057 -4.741704054290192 18.834594197634406 4732.427889232975 237.7687306879262 22 14 14 47.888935199938715 37 True False 2020vj 171.77357499999997 -4.034572222222222 SNIa 0.086 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 171.77357499999997 -4.034572222222222 TNS 2020vj ZTF20aafcmfi 2020vj SNIa 0.086 0.18636230819158683 0.4710618866969405 0.25305091387673073 0.32266598937409086 0.4710618866969405 0.6323593496226962 15.884763187478555 15.884763187478555 32.00417201246016 32.00417201246016 58864.439294000156 58853.48803240014 18.522107821258878 18.522107821258878 18.525275692521102 1.417092270654497 1.454604841297475 0.5452337268516267 171.77371393 -4.03451113 0.0011957270235887218 17.814935650777816 18.640530931472778 18.136074663972856 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.454604841297475 0.5452337268516267 171.77371393 -4.03451113 0.0011957270235887218 17.814935650777816 18.640530931472778 18.136074663972856 0.99 False False 0.3 0.7 1.5 0.02 8 3 10.951261600013822 0.5452337268516267 1.454604841297475 0.504456267499922 0.3748328833865907 0.11842311021390017 -0.38920102854824634 False 0.086 Inputed -19.42452774712946 -19.427695618391684 """""" """""" """"""
-0.1505599463852546 0.3540295049077643 -10.180271891546022 19.47217520357804 4968.640717203721 199.72208468228558 36 14 14 30.795902700163424 39 True True 2019ozy 355.33512833333 11.010030166666 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 355.33512833333 11.010030166666 TNS 2019ozy ZTF19abrirdm 2019ozy SNIa 0.09 0.15918201062047643 0.497679146005261 0.23746789284101766 0.31987102348224994 0.497679146005261 0.6939807543983072 10.716505936809298 10.716505936809298 20.079396763354126 20.079396763354126 58730.37843749998 58716.37841439992 19.194923955247017 19.242350942930855 19.194923955247017 0.7109040267038126 0.9429989817291008 0.10236916831957318 355.33515337437404 11.0100158692424 0.0010441109725326525 18.818767220003608 20.019062432286738 19.190714262616634 0.97 """""" """""" """""" """""" 0 False True all False False 0 0.9429989817291008 0.10236916831957318 355.33515337437404 11.0100158692424 0.0010441109725326525 18.818767220003608 20.019062432286738 19.190714262616634 0.97 False False 0.3 0.7 1.5 0.02 8 3 14.00002310005948 0.10236916831957318 0.9429989817291008 0.8283481696701038 0.10855702954404801 0.7767114893558826 -0.004209692630382733 False 0.09 Inputed -18.85546068993222 -18.80803370224838 """""" """""" """"""
-0.12293316642498671 0.29464298390514976 -17.345967778886674 18.859748115433277 4296.326713676187 196.57655410463389 36 25 25 59.93136569997296 36 True True 2020egt 226.2108458333333 24.409902777777777 SNIbc 0.04043 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 226.2108458333333 24.409902777777777 TNS 2020egt ZTF20aasvmbk 2020egt SNIbc 0.04043 0.4650849188726198 0.877844730736232 0.5607296985844847 0.6612699161489886 0.877844730736232 1.1165315360800605 17.62145979891611 17.62145979891611 42.30990590105685 42.30990590105685 58936.45652779983 58911.42938659992 18.747330323386542 19.205405289227453 18.747330323386542 1.0973388196815084 2.245377780420344 1.109634448168493 226.210845130699 24.409594546650702 0.0030531445517238964 17.874588582634928 18.528140681769848 18.018975240889787 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.245377780420344 1.109634448168493 226.210845130699 24.409594546650702 0.0030531445517238964 17.874588582634928 18.528140681769848 18.018975240889787 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 25.027141199912876 1.109634448168493 2.245377780420344 0.5091654408800608 0.4941860821125454 -0.6772646074576052 -0.7283550824967548 False 0.04043 Inputed -17.540918870441487 -17.082843904600576 """""" """""" """"""
-0.19467443513520644 0.16439100372043408 -12.465060123807145 18.067236267962386 5209.595452117768 104.0870528644653 71 57 57 68.01883100019768 53 True True 2019cmj 156.20708291666 44.035139 SNIa 0.04529 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 156.20708291666 44.035139 TNS 2019cmj ZTF19aanramr 2019cmj SNIa 0.04529 0.19219169604296837 0.9220159126564766 0.3494359791960697 0.5226481421754166 0.9220159126564766 1.4016433563865895 13.800293559528571 13.800293559528571 54.21853744066911 54.21853744066911 58589.195787000004 58572.20493059978 17.549265030605454 17.568818037388553 17.549265030605454 4.465147509433693 3.3515260494270973 3.8290849322478855 156.205657803851 44.03542475497975 0.002536764229244537 16.2824773100698 17.32289410532713 16.660884229791762 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 2.268016494112103 156.206297519928 44.0354184593089 0.05674738204146024 23.208039548174142 23.890587734458446 23.193283001885415 0.6 False False 0.3 0.7 1.5 0.02 8 3 16.99085640022531 3.8290849322478855 3.3515260494270973 0.662009875535368 1.1424899809155358 -0.24592393206142305 -0.8883808008136924 False 0.04529 Inputed -18.9880097131727 -18.968456706389603 """""" """""" """"""
-0.14041361783176043 0.26355428618333576 -21.18955418402912 17.639407145416108 5503.7052190324575 181.79525855829803 16 11 11 60.858356500044465 42 True False 2019vut 70.21535 -15.990194444444443 SNIa 0.055 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 70.21535 -15.990194444444443 TNS 2019vut ZTF19acygbye 2019vut SNIa 0.055 0.10433960950489052 0.466338546341067 0.18735332629032797 0.27521720802067406 0.466338546341067 0.6794918678924056 -11.692641184133974 -11.692641184133974 72.55099768417844 72.55099768417844 58830.27222219994 58830.27222219994 17.562671711883542 17.700580093853347 17.562671711883542 6.223782954753099 0.9555391051069964 0.48580151086604206 70.21526698 -15.99030326 0.00950409691021814 21.617610458374024 22.716752122354507 22.09054433135986 0.625 """""" """""" """""" """""" 0 False True all False False 0 0.9555391051069964 0.48580151086604206 70.21526698 -15.99030326 0.00950409691021814 21.617610458374024 22.716752122354507 22.09054433135986 0.625 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.48580151086604206 0.9555391051069964 0.6262077909946449 0.5084056824776884 5.01617202850116 4.5278726194763195 False 0.055 Inputed -19.401374194801377 -19.263465812831573 """""" """""" """"""
-0.09667205958442915 0.4158684418267409 -5.90997691365094 17.792449775425787 4220.3379959377635 191.07812205855362 9 9 9 19.98608800023794 44 True True 2021tyf 220.63774999999995 4.437661111111112 SNII 0.02724 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 220.63774999999995 4.437661111111112 TNS 2021tyf ZTF21abnvlnj 2021tyf SNII 0.02724 0.3941346961163248 0.8039420443494265 0.48882895120804903 0.5885534835268551 0.8039420443494265 1.0421119371181007 15.15608890099154 15.15608890099154 4.829999099246402 4.829999099246402 59439.19699069997 59427.20682869991 17.562174423798385 18.051428215984032 17.562174423798385 1.5815260624487055 5.806658547531731 26.62337919274195 220.6360099009525 4.430472102484854 0.0055806414147905326 13.834254962586165 14.966436037153006 14.367541038634776 1.0 """""" """""" """""" """""" 12 False True all False False 0 0.7 3.046143796381705 220.63849349 4.43806916 0.031013157141637993 21.79158021905422 17.94110411403179 21.835477100765704 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.990162000060081 26.62337919274195 5.806658547531731 0.5988949985182295 4.5849741249309215 -3.084992178831026 -3.194633385163609 False 0.02724 Inputed -17.861562431467977 -17.37230863928233 """""" """""" """"""
-0.1388211264856351 0.32309842035902914 -4.642972273410866 18.863207620483962 5692.8815350351015 154.4918013821401 31 14 14 23.027719900012016 53 True True 2020bcm 12.837416666666664 25.004630555555554 SNIa 0.075 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 12.837416666666664 25.004630555555554 TNS 2020bcm ZTF20aaiihky 2020bcm SNIa 0.075 -0.06127251313078119 0.3228867882785522 0.025195880932283643 0.11783196325067635 0.3228867882785522 0.5566014875369305 14.508486047658021 14.508486047658021 8.519233852353995 8.519233852353995 58882.1155555998 58871.1026157001 18.492122379986203 18.492122379986203 18.562841246782583 0.7147856325606047 1.9333516752650077 5.0169205963334065 12.837300629129501 25.003240940021648 0.007282147692956875 18.194105543649197 18.890023475883005 18.43866342822075 0.9700000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.9333516752650077 5.0169205963334065 12.837300629129501 25.003240940021648 0.007282147692956875 18.194105543649197 18.890023475883005 18.43866342822075 0.9700000000000001 False False 0.3 0.7 1.5 0.02 8 3 11.012939899694175 5.0169205963334065 1.9333516752650077 0.4513600476622557 2.5949343104615092 0.39790109589680256 -0.12417781856183296 False 0.075 Inputed -19.084560176570882 -19.155279043367262 """""" """""" """"""
-0.06834329761876197 0.40132447242431357 -37.852118917687456 18.362145581913687 3985.3069414119573 600.4129637593297 146 131 131 73.96782400039956 52 True False 2020nva 41.527249999999995 37.97253888888889 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 41.527249999999995 37.97253888888889 TNS 2020nva ZTF20abexyxk 2020nva SNIa 0.05 0.5589542100943135 0.6915267505612448 0.5912935697708335 0.6241641022144755 0.6915267505612448 0.7610994580871058 -14.523970282661871 -14.523970282661871 88.49179428306144 88.49179428306144 59046.45078699989 59036.48144679982 18.26585217654552 18.810986048188006 18.26585217654552 1.7649833477876453 2.7461639935406255 12.009134133958474 41.52406617 37.97473638 0.0038853214385374812 15.431341566109657 16.29725660262108 15.734087887954711 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.7461639935406255 12.009134133958474 41.52406617 37.97473638 0.0038853214385374812 15.431341566109657 16.29725660262108 15.734087887954711 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.969340200070292 12.009134133958474 2.7461639935406255 0.563168714666368 4.373057895379042 -2.513729445566927 -2.531764288590807 False 0.05 Inputed -18.488686454629757 -17.94355258298727 """""" """""" """"""
-0.00552433283307552 0.321563496438255 -13.00992668129626 19.102079276753944 5153.281770444649 186.13170549932647 69 38 38 73.99809030024335 84 True True 2020yts 338.6145916666666 25.03526111111111 SNII 0.041 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 338.6145916666666 25.03526111111111 TNS 2020yts ZTF20acongti 2020yts SNII 0.041 0.13266760718306259 0.4922023824947246 0.2153167279626409 0.30265622309542195 0.4922023824947246 0.7029946348014668 204.44527277727488 204.44527277727488 -130.44718247703153 -130.44718247703153 59167.19587960001 59155.11575229978 18.976167781523692 19.04458640725874 18.976167781523692 1.0995358084746196 3.630811178012857 21.83903712225527 338.6105647335 25.0304146233429 0.0032979332260453242 13.753119716670513 14.841720585949421 14.021650716381073 0.9350000000000002 """""" """""" """""" """""" 16 True True all False False 0 2.7791060875038505 2.2129021387422094 338.6140061 25.03557154 0.0035434312743289897 17.39395353397131 19.477625599479676 17.908220637130736 0.9666666666666667 False False 0.3 0.7 1.5 0.02 8 3 12.080127300228924 21.83903712225527 3.630811178012857 0.8200698695683482 6.014919545942286 -4.20286582130932 -4.954517065142619 False 0.041 Inputed -17.342780612145337 -17.274361986410288 """""" """""" """"""
-0.1682464048806919 0.24279905130658958 -5.323063786266367 18.903891206845948 5549.804737759883 152.36151729210238 50 28 28 46.971527699846774 51 True True 2020ywh 148.67774166666663 45.55529166666666 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 148.67774166666663 45.55529166666666 TNS 2020ywh ZTF20acowuix 2020ywh SNIa 0.09 -0.02149373382394515 0.3813028520506663 0.0691195939996021 0.16622992546784587 0.3813028520506663 0.6266228240250697 12.10539833840252 12.10539833840252 34.86612936144425 34.86612936144425 59165.51032410003 59156.495243099984 18.435785818213454 18.435785818213454 18.511142744652478 0.8155587297641953 1.5252340243719187 2.786173340531584 148.6767897509445 45.55489836633325 0.002177010648319433 17.72644804266244 18.386103226009013 17.976900202139618 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.5252340243719187 2.786173340531584 148.6767897509445 45.55489836633325 0.002177010648319433 17.72644804266244 18.386103226009013 17.976900202139618 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.015081000048667 2.786173340531584 1.5252340243719187 0.4092030238693951 1.826718586138879 -0.04968259220444082 -0.5342425425128603 False 0.09 Inputed -19.539241900526758 -19.614598826965782 """""" """""" """"""
-0.03449327161430297 0.30176967826650614 -13.619687352741622 17.849512886900662 4144.179271532099 249.42349851213245 22 20 20 27.917766199912876 98 True True 2018gkq 28.841820416666 6.6117696944444 AGN 0.017 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 28.841820416666 6.6117696944444 TNS 2018gkq ZTF19acicgav 2018gkq AGN 0.017 0.4695268936223016 0.7886689986808264 0.5446839546274127 0.6228618052265915 0.7886689986808264 0.9677666187025622 44.12620825150127 44.12620825150127 -16.208442051588392 -16.208442051588392 60621.27949069999 60598.26765049994 17.588165041509438 18.06330425695705 17.588165041509438 0.9071225585121524 4.553516078142727 0.27151751445313654 28.8417480458884 6.6117925048538595 0.00027063358582268826 12.899638237762451 13.99407107588768 14.311336140487192 0.8777777777777778 """""" """""" """""" """""" 0 False True all False False 0 4.553516078142727 0.27151751445313654 28.8417480458884 6.6117925048538595 0.00027063358582268826 12.899638237762451 13.99407107588768 14.311336140487192 0.8777777777777778 False False 0.3 0.7 1.5 0.02 8 3 23.011840200051665 0.27151751445313654 4.553516078142727 -0.3172650645995123 0.059628100525755075 -4.06923318106937 -3.2768289010222453 False 0.017 Inputed -16.80616418343525 -16.331024967987638 """""" """""" """"""
-0.10428880556468388 0.2553866896890013 -30.49120842094979 18.19838122984877 3394.4011724095985 323.5973784757384 21 21 21 66.8843287001364 59 True True 2019jgw 46.577292083333 1.196311 SNII 0.02838 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 46.577292083333 1.196311 TNS 2019jgw ZTF19abjgdhb 2019jgw SNII 0.02838 0.9646221466638494 1.2684301174301673 1.0372850674531762 1.1121038012691855 1.2684301174301673 1.434059757313669 -14.403984797400057 -14.403984797400057 81.28831349753645 81.28831349753645 58695.48790509999 58692.48910879996 18.13884911912584 19.274150789873783 18.13884911912584 3.1048527365215803 2.448304858634232 5.643250176479948 46.57603518571955 1.195373892435775 0.0031321384652749362 16.64632757563591 17.071852040600774 16.796131858992577 0.9500000000000001 """""" """""" """""" """""" 1 False True all False False 0 0.3293813830161653 3.090732385879062 46.577288092491 1.195452472497715 0.013841236685364189 20.873819018406866 24.815789085264207 22.223130528826715 0.36 False False 0.3 0.7 1.5 0.02 8 3 2.9987963000312448 5.643250176479948 2.448304858634232 0.27572018160819667 2.3049622094970608 -2.202298749273009 -1.3427172601332629 False 0.02838 Inputed -17.374530772887994 -16.23922910214005 """""" """""" """"""
-0.1324398444206458 0.3598892482413633 -5.273853994164921 18.798155921788954 5611.904543004226 162.458994979281 37 24 24 38.08634259970859 26 True False 2021hke 136.53484166666664 -3.2974944444444443 SNIa 0.0804 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 136.53484166666664 -3.2974944444444443 TNS 2021hke ZTF21aaraqpr 2021hke SNIa 0.0804 -0.03948962955643154 0.32972970213431907 0.0440833205422102 0.13329289657977128 0.32972970213431907 0.5521624982499205 9.459815535637714 9.459815535637714 28.62652706407087 28.62652706407087 59309.16863430012 59302.15136570018 18.46621805602856 18.46621805602856 18.554265798029725 0.7262144635172497 3.5421776353482457 2.2603876982791005 136.53545173 -3.29734182 0.002067832768008371 16.111634962415696 16.602968664968014 16.33479812309742 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.5421776353482457 2.2603876982791005 136.53545173 -3.29734182 0.002067832768008371 16.111634962415696 16.602968664968014 16.33479812309742 1.0 False False 0.3 0.7 1.5 0.02 8 3 7.0172685999423265 2.2603876982791005 3.5421776353482457 0.2681705418705924 0.6381350488248093 -1.8632493910605454 -2.2194676749323037 False 0.0804 Inputed -19.246688347936022 -19.334736089937188 """""" """""" """"""
-0.1903388132002737 0.23182528112322914 -9.232931923140933 13.64319529462114 4781.523390695866 224.38066624400068 87 59 59 73.85212960001081 192 True True 2021hiz 186.423625 7.228388888888889 SNIa 0.003319 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 186.423625 7.228388888888889 TNS 2021hiz ZTF21aaqytjr 2021hiz SNIa 0.003319 0.2033468758493484 0.5099449308724235 0.27489999074197335 0.34977309227051023 0.5099449308724235 0.6848418001572973 16.3589432826231 16.3589432826231 57.49318631738771 57.49318631738771 59321.270937500056 59303.358900499996 13.138147809190654 13.138147809190654 13.235140690039493 65.83166579887708 4.0794164374278 2.602175254388898 186.423132564358 7.228921640827405 0.0012117067669671355 15.036097724143863 15.981185699110032 15.564414951504467 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 4.0794164374278 2.602175254388898 186.423132564358 7.228921640827405 0.0012117067669671355 15.036097724143863 15.981185699110032 15.564414951504467 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 17.91203700006008 2.602175254388898 4.0794164374278 0.41677074760556465 0.6378792884478475 2.843037889919378 2.329274261464974 False 0.003319 Inputed -17.604252913081083 -17.70124579392992 """""" """""" """"""
-0.1594765233992559 0.1417592048370063 -4.59609773618624 18.968568896943182 4467.1548338538005 150.3141229556771 22 11 11 39.96476849960163 53 True False 2021abt 199.82396249999996 -7.249169444444444 SNIa 0.0014285 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 199.82396249999996 -7.249169444444444 TNS 2021abt ZTF21aadrtcs 2021abt SNIa 0.0014285 0.29617320775851397 0.8030366110261049 0.4106708961320358 0.5330322087974437 0.8030366110261049 1.1098580003542686 14.613399678848758 14.613399678848758 25.351368820752874 25.351368820752874 59231.500393500086 59224.541134300176 18.62030026412364 18.69000439400084 18.62030026412364 4.599182822246615 3.711398493489835 0.6401726049842047 199.82398422 -7.24934596 0.0017818554928008545 15.910563436257839 16.72182963013649 16.186473766374586 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.711398493489835 0.6401726049842047 199.82398422 -7.24934596 0.0017818554928008545 15.910563436257839 16.72182963013649 16.186473766374586 1.0 False False 0.3 0.7 1.5 0.02 8 3 6.959259199909866 0.6401726049842047 3.711398493489835 0.5353558637619038 0.1724882429378391 -1.9681747638643508 -2.4338264977490525 False 0.0014285 Inputed -10.387370098642696 -10.317665968765494 """""" """""" """"""
-0.1072248674927189 0.3838791921438174 -3.359520093614968 18.488072995212185 5736.31495309824 91.7351845394412 29 23 23 50.93501150002703 33 True True 2020yuw 150.50804166666666 -2.0172694444444446 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 150.50804166666666 -2.0172694444444446 TNS 2020yuw ZTF20acoxdas 2020yuw SNIa 0.1 -0.06260250291106573 0.6483878617672545 0.0863892254510219 0.25347537807783027 0.6483878617672545 1.1366812981925776 18.547261441248907 18.547261441248907 32.387750058778124 32.387750058778124 59165.5202314998 59152.542604200076 18.163940004089064 18.163940004089064 18.284331898597973 0.7524527265171164 1.9496497438936102 3.380614797437639 150.5077606923965 -2.01637335053518 0.007511541278759526 18.77431348092556 19.46703522327423 19.04997034003258 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.9496497438936102 3.380614797437639 150.5077606923965 -2.01637335053518 0.007511541278759526 18.77431348092556 19.46703522327423 19.04997034003258 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 12.97762729972601 3.380614797437639 1.9496497438936102 0.41706488324165036 1.733960065404504 1.3030952191851668 0.7656384414346071 False 0.1 Inputed -19.999410199872955 -20.119802094381864 """""" """""" """"""
-0.2035234825215967 0.09988260419764665 -9.501092281850461 18.74892307049699 4892.537230173542 86.79966729109057 80 70 70 50.00814810022712 41 True True 2020zi 204.33688333333333 61.986025 SNIa 0.0445 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 204.33688333333333 61.986025 TNS 2020zi ZTF20aafsnpp 2020zi SNIa 0.0445 0.27620212897388896 1.2344612246298183 0.47699723831021856 0.7020642312423391 1.2344612246298183 1.8951553516406925 14.918924824583318 14.918924824583318 35.0892232756438 35.0892232756438 58876.5485417 58863.44790509995 18.154814585021587 18.26355062303424 18.154814585021587 1.1308061185741574 2.885018073247344 2.0952340680731907 204.33759333143502 61.9865020010174 0.0012006852005227442 15.900365386122466 16.452209793014525 16.069718564528227 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.885018073247344 2.0952340680731907 204.33759333143502 61.9865020010174 0.0012006852005227442 15.900365386122466 16.452209793014525 16.069718564528227 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.100636600051075 2.0952340680731907 2.885018073247344 0.38249122848629824 0.7262464271895597 -1.8113408300197165 -2.08509602049336 False 0.0445 Inputed -18.343839000999193 -18.235102962986538 """""" """""" """"""
-0.13059129796275837 0.27395448375992487 -10.680535821140964 19.69617602074305 4854.969839525313 190.30524832652867 29 9 9 23.98611109983176 39 True True 2021oaw 188.53417499999998 3.8247305555555555 SNIa 0.084095 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 188.53417499999998 3.8247305555555555 TNS 2021oaw ZTF21abdphiv 2021oaw SNIa 0.084095 0.20292479730562007 0.5703107427066136 0.2876138542141433 0.376945767188964 0.5703107427066136 0.784661695232117 9.239963706995274 9.239963706995274 14.746147392836486 14.746147392836486 59379.21287039993 59369.2072222 19.36598816163668 19.509815309536055 19.36598816163668 2.0122413818087157 2.8712890775344087 3.1029698187552195 188.5339671640335 3.8238939372784504 0.0009835939207636368 15.476188841677308 16.499096303731204 15.8186058731997 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.8712890775344087 3.1029698187552195 188.5339671640335 3.8238939372784504 0.0009835939207636368 15.476188841677308 16.499096303731204 15.8186058731997 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 10.005648199934512 3.1029698187552195 2.8712890775344087 0.6804904305315027 1.0806887551077777 -3.0107190058048516 -3.547382288436978 False 0.084095 Inputed -18.53428095577822 -18.390453807878846 """""" """""" """"""
-0.05081898585193074 0.47583016743974055 -11.17400466535591 17.917196294410516 5799.643402924585 118.90115600640068 27 20 20 46.96792820002884 46 True False 2019oua 63.304457916666 -12.33835 SNIIP 0.0319 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 63.304457916666 -12.33835 TNS 2019oua ZTF19abtslqm 2019oua SNIIP 0.0319 -0.0013316493814130581 0.5439238550986829 0.11781854248381052 0.2479170820523784 0.5439238550986829 0.8931750520790729 3.440499482222787 3.440499482222787 43.527428717806046 43.527428717806046 58722.46233800007 58722.46233800007 17.771443670290815 17.771443670290815 17.792305989835487 0.5715700211071497 2.798800914185588 1.1677530224757005 63.30469748 -12.33857461 0.0011515919480284964 16.032192115426064 19.72451261510849 19.552473107814787 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.798800914185588 1.1677530224757005 63.30469748 -12.33857461 0.0011515919480284964 16.032192115426064 19.72451261510849 19.552473107814787 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 1.1677530224757005 2.798800914185588 0.17203950729370376 0.4172333289434773 1.9530689448176766 1.7601671179793001 False 0.0319 Inputed -17.976858345603198 -17.99772066514787 """""" """""" """"""
-0.043661734154952454 0.5606143800227472 -1.1252067075352385 18.781216198608668 5510.950364965049 324.7961308820577 70 45 45 73.95021990034729 48 True True 2021srg 349.57194999999996 14.834672222222222 SNIIn 0.069 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 349.57194999999996 14.834672222222222 TNS 2021srg ZTF21abjhiqp 2021srg SNIIn 0.069 -0.053650438245743004 0.11722227463430812 -0.01301317823980952 0.02898911416487948 0.11722227463430812 0.2113217710858848 37.16183854853175 37.16183854853175 36.788381351815545 36.788381351815545 59416.43579859985 59391.4034258998 18.58911985226323 18.591876723627966 18.58911985226323 0.48710046144216285 0.7296952981647692 1.2001300665313326 349.57162017931955 14.834574834838751 0.0011389472192001593 18.9322617724061 19.37614414131403 19.29668945926189 0.69 """""" """""" """""" """""" 0 False True all False False 0 0.7296952981647692 1.2001300665313326 349.57162017931955 14.834574834838751 0.0011389472192001593 18.9322617724061 19.37614414131403 19.29668945926189 0.69 False False 0.3 0.7 1.5 0.02 8 3 25.032372700050473 1.2001300665313326 0.7296952981647692 0.07945468205213757 1.6447002872976395 0.7842674176860633 0.7075696069986606 False 0.069 Inputed -18.874313811009028 -18.871556939644293 """""" """""" """"""
-0.12035840855692077 0.3344644854100139 -3.777557243393092 19.803277655401857 5754.590791269664 224.7499718617617 15 7 7 15.884895800147206 51 True True 2019vyw 123.00263749999998 31.826383333333332 SNIa 0.149 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 123.00263749999998 31.826383333333332 TNS 2019vyw ZTF19acsaoxd 2019vyw SNIa 0.149 -0.09186129949640787 0.15455729110070138 -0.034579211629061746 0.02551761201046432 0.15455729110070138 0.29608717711446175 11.316476134646258 11.316476134646258 4.568419665500947 4.568419665500947 58802.54399310006 58796.549652799964 19.43425507964623 19.43425507964623 19.5429921325085 2.0737119929568966 0.7748498690392698 2.517082176494765 123.0031086511325 31.8258100846748 0.0365223677152382 22.34186957278967 22.812762869906425 22.452221700958013 0.55 """""" """""" """""" """""" 0 False True all False False 0 0.7748498690392698 2.517082176494765 123.0031086511325 31.8258100846748 0.0365223677152382 22.34186957278967 22.812762869906425 22.452221700958013 0.55 False False 0.3 0.7 1.5 0.02 8 3 5.994340300094336 2.517082176494765 0.7748498690392698 0.36054116894841215 3.2484772561369537 3.378507790260194 2.909229568449515 False 0.149 Inputed -19.627442437682333 -19.7361794905446 """""" """""" """"""
-0.2059816005545936 0.34433251425672307 -10.09202671805118 18.271906349035437 6315.962354255384 75.5412131816384 31 13 13 14.91214120015502 84 True True 2020pqv 220.49816666666663 8.462719444444444 SNII 0.0338 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 220.49816666666663 8.462719444444444 TNS 2020pqv ZTF20abmoakx 2020pqv SNII 0.0338 -0.06168581096565262 0.8469162745276826 0.12168755777215523 0.3322509500844859 0.8469162745276826 1.51022369714741 9.07306387538275 9.07306387538275 5.83907732477227 5.83907732477227 59062.24787040008 59048.25871529989 18.10386160933442 18.152674053326503 18.10386160933442 2.523025357999861 6.834089158351669 14.198578572456407 220.49419398028198 8.462380202735051 0.0026910032737499368 13.89326913954854 15.609724562985896 14.107547202203275 1.0 """""" """""" """""" """""" 9 True True all False False 0 4.606751098307316 1.570388521344914 220.497777312469 8.4629243192412 0.014818316652525976 18.11009072664082 20.662645521731378 18.569049253754613 0.5 False False 0.3 0.7 1.5 0.02 8 3 13.989155100192875 14.198578572456407 6.834089158351669 1.5021773607826212 2.07761096518691 -2.5429494903406074 -3.9963144071311447 False 0.0338 Inputed -17.791947781980184 -17.7431353379881 """""" """""" """"""
-0.04953684626346331 0.24727100627078683 -8.725870906439926 18.859615807507122 3754.1256888062053 240.2927007369318 165 94 94 72.84318280033767 49 True True 2021cvd 196.59675833333333 29.65777222222222 SNIIn 0.023 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 196.59675833333333 29.65777222222222 TNS 2021cvd ZTF21aakupth 2021cvd SNIIn 0.023 0.6236041693978365 0.982816748043831 0.7080816459678729 0.7960308082733825 0.982816748043831 1.1849569915467164 33.425457999018846 33.425457999018846 39.417724801318826 39.417724801318826 59270.37055560015 59256.42591439979 18.428750338422415 18.883059847872165 18.428750338422415 2.5633452256354152 7.7814037707672 7.217765619844989 196.594469091136 29.657522688080448 0.007070559587827097 15.53268917213559 16.371780850629808 15.765484109273553 0.9687500000000001 """""" """""" """""" """""" 2 False True all False False 0 0.7 3.932110359666821 196.59551595847103 29.65760658245805 0.2867450188672831 24.337283518093823 20.02921476326525 23.823303388904332 0.55 False False 0.3 0.7 1.5 0.02 8 3 13.94464120035991 7.217765619844989 7.7814037707672 0.606296741356255 0.9275660064010995 -2.511278997242357 -2.663266229148862 False 0.023 Inputed -16.625281630822435 -16.170972121372685 """""" """""" """"""
-0.1704893761381861 0.16314753823479994 -15.313565503880785 17.813109814943623 5555.9496255972535 105.52184649852236 31 27 27 66.91534719988704 72 True True 2020lbf 310.9344583333333 -1.2381 SNIa 0.056079 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 310.9344583333333 -1.2381 TNS 2020lbf ZTF20abcgjvq 2020lbf SNIa 0.056079 0.13265305174350317 0.8234298018161219 0.28158749920940096 0.44558555103377273 0.8234298018161219 1.2766341165818282 12.255676962245497 12.255676962245497 54.65967023764154 54.65967023764154 59013.35541669978 58996.420856500044 17.31569739910092 17.319590619276642 17.31569739910092 3.401932177901812 4.933171104964789 13.544736313257483 310.9307772472285 -1.238882170361105 0.005511100666084734 15.265495073373318 15.990340457274915 15.540229772074223 0.9949999999999999 """""" """""" """""" """""" 7 False True all False False 0 0.7 4.40213304353277 310.933422237569 -1.238749832970945 0.03240734857714278 21.006629834890365 20.586796364924908 21.17554283616066 0.7083333333333334 False False 0.3 0.7 1.5 0.02 8 3 16.934560199733824 13.544736313257483 4.933171104964789 0.4501106852006913 2.7456449462346715 -1.3292501620017276 -1.7754676270266962 False 0.056079 Inputed -19.6910811730377 -19.687187952861976 """""" """""" """"""
-0.13209286603241205 0.4488437951595775 -7.610923845346288 18.70402692310111 5793.92375432647 148.83015446747427 17 8 8 22.047904999926686 52 True True 2020xv 6.274791666666666 -3.5444805555555554 SNIa 0.079 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 6.274791666666666 -3.5444805555555554 TNS 2020xv ZTF20aaerzvi 2020xv SNIa 0.079 -0.05676005416435714 0.3455993464670115 0.03345501026593212 0.13034688162005992 0.3455993464670115 0.5920539261752253 11.524525982637574 11.524525982637574 10.523379017289113 10.523379017289113 58872.1527315001 58859.08180559985 18.364862915934573 18.364862915934573 18.565748618200928 8.756089038537304 3.03404042362771 7.874703697753201 6.27350501938293 -3.54625133659391 0.004299070003120908 16.312089152735474 17.358753229238985 16.7876383732152 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.41900173679211133 6.032256746189507 6.27647050077932 -3.544484307366655 0.020407845949922843 19.662380001171826 21.970876328988076 20.943961830726863 0.3450000000000001 False False 0.3 0.7 1.5 0.02 8 3 13.070925900246948 7.874703697753201 3.03404042362771 0.5711148560237866 2.5954511470673345 -1.0061096866955879 -1.7781102449857293 False 0.079 Inputed -19.196395545010567 -19.397281247276922 """""" """""" """"""
-0.037214147972501915 0.3893329158809871 -21.008404068638225 19.63503965856781 5770.194996890713 238.5776668169546 45 38 38 73.81890049995854 94 True True 2021vma 272.2778416666666 22.402094444444444 SNIIn 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 272.2778416666666 22.402094444444444 TNS 2021vma ZTF21abpkpuy 2021vma SNIIn 0.06 -0.0024550566200929325 0.24569587650923808 0.05555065938609971 0.1161863826733267 0.24569587650923808 0.38679462028304457 45.29696559211915 45.29696559211915 28.521934907839398 28.521934907839398 59446.27633100003 59405.31939810002 19.090943111254184 19.090943111254184 19.303938189175383 0.5420649024222642 2.33243350151575 2.4100378082849145 272.27856575887347 22.40209108128505 0.001356092453760449 16.471934798588755 17.57077619582176 16.8642847890234 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.33243350151575 2.4100378082849145 272.27856575887347 22.40209108128505 0.001356092453760449 16.471934798588755 17.57077619582176 16.8642847890234 1.0 False False 0.3 0.7 1.5 0.02 8 3 40.956932900007814 2.4100378082849145 2.33243350151575 0.7064914067983601 1.0332718196333284 -1.5201669154324229 -2.4396534001519825 False 0.06 Inputed -17.851562792022417 -18.064557869943616 """""" """""" """"""
-0.05310682146375699 0.6637823630231681 -1.1871683604693448 19.37141352946977 5882.964067199264 48.99623434370723 100 94 94 42.04240739997476 70 True False 2020rkz 41.3217125 40.85021388888889 SNIbc 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 41.3217125 40.85021388888889 TNS 2020rkz ZTF20abpzatb 2020rkz SNIbc 0.1 -0.11011130506135203 1.4646734928353666 0.17209723441957436 0.5206888971466626 1.4646734928353666 2.843284922470282 30.499187248629752 30.499187248629752 11.543220151345011 11.543220151345011 59073.40341439983 59049.433599499986 19.05185453983103 19.05185453983103 19.208460458232825 0.696382162374021 0.8513310474170365 1.0863684458685527 41.32131676 40.85025205 0.007706850346843597 21.277438754725456 21.244122024154663 21.096353488206862 0.975 """""" """""" """""" """""" 0 False True all False False 0 0.8513310474170365 1.0863684458685527 41.32131676 40.85025205 0.007706850346843597 21.277438754725456 21.244122024154663 21.096353488206862 0.975 False False 0.3 0.7 1.5 0.02 8 3 23.969814899843186 1.0863684458685527 0.8513310474170365 0.14776853594780093 1.276082258675549 2.192267484323633 1.8878930299740375 False 0.1 Inputed -19.075281640238103 -19.231887558639897 """""" """""" """"""
-0.10280760301102816 0.4812032967065561 -9.767571259145802 15.69805118091633 4513.521874296056 195.8128659170269 49 10 10 26.042499999981374 88 True False 2021dpu 42.067291666666655 50.79888888888889 SNIa 0.016355 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 42.067291666666655 50.79888888888889 TNS 2021dpu ZTF21aamnngb 2021dpu SNIa 0.016355 0.31118286860243494 0.6915907412625693 0.3991815566940833 0.49179052099348297 0.6915907412625693 0.9121829958575205 23.38982513439789 23.38982513439789 2.652674865583485 2.652674865583485 59293.18234949978 59267.1398494998 15.613350885950169 16.467970521591084 15.613350885950169 6.5239230528072705 3.3433523380696872 7.1459130816869365 42.07029202 50.79947541 0.0002608442556855106 12.662910797023773 17.46766421546936 16.642294269561766 0.9833333333333334 """""" """""" """""" """""" 0 False True all False False 0 3.3433523380696872 7.1459130816869365 42.07029202 50.79947541 0.0002608442556855106 12.662910797023773 17.46766421546936 16.642294269561766 0.9833333333333334 False False 0.3 0.7 1.5 0.02 8 3 26.042499999981374 7.1459130816869365 3.3433523380696872 0.8253699459075925 2.137349689507355 0.9996936938782746 1.0289433836115975 False 0.016355 Inputed -18.69662794052762 -17.842008304886704 """""" """""" """"""
-0.23189873660142613 0.3402880033020034 -4.5459756146834795 18.486228058018444 5848.450609434276 176.59729241441812 42 20 20 38.9785879002884 107 True False 2019mom 28.902199583333 53.591895194444 SNIIn 0.0488 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 28.902199583333 53.591895194444 TNS 2019mom ZTF19ablojrw 2019mom SNIIn 0.0488 -0.10092836652330561 0.21861167036824014 -0.02811717239222844 0.04927078486171155 0.21861167036824014 0.4088376525242374 10.09128796078436 10.09128796078436 28.887299939504043 28.887299939504043 58703.48238429986 58693.493541699834 17.996810969136106 17.996810969136106 18.15819885854204 2.116081545989901 0.684851328059964 0.42410998799378125 28.90232414 53.59180347 0.004178642668625332 21.371243710899353 21.568338685512543 21.38535610666275 0.4625 """""" """""" """""" """""" 0 False True all False False 0 0.684851328059964 0.42410998799378125 28.90232414 53.59180347 0.004178642668625332 21.371243710899353 21.568338685512543 21.38535610666275 0.4625 False False 0.3 0.7 1.5 0.02 8 3 9.988842600025237 0.42410998799378125 0.684851328059964 0.18298257884979208 0.6192730752164756 3.571527716376437 3.2271572481207116 False 0.0488 Inputed -18.542973603690886 -18.70436149309682 """""" """""" """"""
-0.20206844795868842 0.455283941267003 -3.4084460119251707 19.29472115048788 7475.31247658639 223.8299543011276 9 9 9 18.019814800005406 45 True False 2018ihe 146.36273958333 73.389320694444 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 146.36273958333 73.389320694444 TNS 2018ihe ZTF18acbznvp 2018ihe SNIa 0.06 -0.3783103993395329 -0.19322618684216764 -0.33554472700774696 -0.2905040443228586 -0.19322618684216764 -0.08572238040754243 3.4622463964194714 3.4622463964194714 14.557568403585934 14.557568403585934 58426.44937499985 58423.47258100007 18.721954274779478 18.721954274779478 19.28209167784641 3.1421375507921256 2.192043096145826 12.119462426042844 146.370021 73.39196671 0.0031004890430146315 15.19791007272005 16.358856144917013 15.481421409189702 0.96 """""" """""" """""" """""" 2 False True all False False 0 2.062274250789495 4.693052843699494 146.35839978 73.38892032 0.007914742416252452 18.340207308214904 21.87181769924164 21.5070860165596 1.0 False False 0.3 0.7 1.5 0.02 8 3 2.9767939997836947 12.119462426042844 2.192043096145826 0.8774347357273111 5.528843136045987 -2.3630981298624647 -3.8006702686567078 False 0.06 Inputed -17.87340930335139 -18.433546706418323 """""" """""" """"""
-0.17313532800466153 0.23169521315746053 -8.19939901773454 18.71921385717717 6083.3600789121565 121.51623151841207 77 52 52 56.99876159988344 87 True False 2019mol 6.5000183333333 51.381316194444 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 6.5000183333333 51.381316194444 TNS 2019mol ZTF19abimzvh 2019mol SNIa 0.08 -0.09799095478675213 0.394272674614605 0.009592691404037623 0.12705856737192534 0.394272674614605 0.7093366534057992 13.3082529772756 13.3082529772756 43.69050862260784 43.69050862260784 58703.46939809993 58690.40792819997 18.105714157046382 18.105714157046382 18.302527646055122 0.8168999497018913 1.3315453475056707 0.9231524683230806 6.50039138 51.38120874 0.002865428881902554 19.094965958881378 19.659610293483734 19.36921683244705 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.3315453475056707 0.9231524683230806 6.50039138 51.38120874 0.002865428881902554 19.094965958881378 19.659610293483734 19.36921683244705 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.061469899956137 0.9231524683230806 1.3315453475056707 0.2903934610366825 0.6932940511957661 1.553896136437352 1.0666891863919297 False 0.08 Inputed -19.487406376016256 -19.684219865024996 """""" """""" """"""
-0.19960711552301255 0.1716517712686842 -9.753930216494147 17.69009350369069 5509.632016994859 134.6821895076588 78 55 55 74.04094910016283 50 True True 2020uly 84.82245833333333 63.64175 SNIa 0.0365 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 84.82245833333333 63.64175 TNS 2020uly ZTF20acfviac 2020uly SNIa 0.0365 0.03959851603121223 0.5255209250059423 0.14756907508711592 0.26420340767504413 0.5255209250059423 0.8280082726424425 14.135012538164268 14.135012538164268 59.905936561998566 59.905936561998566 59135.43149309978 59120.37133099977 17.114291708177696 17.114291708177696 17.18495432823831 4.603066155313563 3.490640511674027 2.7803010635444383 84.8210967582242 63.64223064924795 0.0022475577942701053 16.19386050789833 16.660102757787705 16.398704579467775 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.490640511674027 2.7803010635444383 84.8210967582242 63.64223064924795 0.0022475577942701053 16.19386050789833 16.660102757787705 16.398704579467775 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.06016210000962 2.7803010635444383 3.490640511674027 0.2613981783199293 0.7965016890871621 -0.45418895038999096 -0.7862497487705333 False 0.0365 Inputed -18.879170038053054 -18.949832658113667 """""" """""" """"""
-0.1823935596320661 0.22046727621804596 -8.4299713987915 16.586228714629566 6196.0801227758875 105.27041446359894 115 51 51 74.86452550021932 48 True True 2020aczg 150.277875 54.789569444444446 SNIa 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 150.277875 54.789569444444446 TNS 2020aczg ZTF20acxzqyp 2020aczg SNIa 0.03 -0.10516258156716418 0.4754837029312071 0.019113530865496386 0.15662994604996783 0.4754837029312071 0.8603929546523474 17.908566397587247 17.908566397587247 56.955959102632065 56.955959102632065 59217.43291669991 59199.384178199805 15.906907223316585 15.906907223316585 16.155353145831246 16.74816922147998 0.7261925851567775 5.146357641883212 150.275627524573 54.79017309060545 0.047749299294648995 21.14195910400629 23.014551692262888 21.81015523130983 0.6937500000000001 """""" """""" """""" """""" 0 False True all False False 0 0.7261925851567775 5.146357641883212 150.275627524573 54.79017309060545 0.047749299294648995 21.14195910400629 23.014551692262888 21.81015523130983 0.6937500000000001 False False 0.3 0.7 1.5 0.02 8 3 18.048738500103354 5.146357641883212 0.7261925851567775 1.2043964609530562 7.08676699139274 7.107644468946303 5.654802085478586 False 0.03 Inputed -19.479444307794083 -19.72789023030874 """""" """""" """"""
-0.030561907263258754 0.13559172400373126 -22.99487428846944 17.185545360358603 3358.8817154114085 256.51324199115794 117 48 48 73.94019680004567 54 True True 2021ttw 43.82879166666666 45.97095 SNIb 0.029 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 43.82879166666666 45.97095 TNS 2021ttw ZTF21abmxiuf 2021ttw SNIb 0.029 0.9784185368779603 1.3698466421271789 1.0709568631169546 1.1669655269208867 1.3698466421271789 1.5880075254639507 77.31698460302312 77.31698460302312 -3.3767878029774394 -3.3767878029774394 59449.36636570003 59414.43350689998 16.83881493771783 17.729703431092307 16.83881493771783 1.1944087049446845 6.393283152898845 11.921283436776099 43.8240653950392 45.970531213847096 0.0034825872440744643 14.548687507472039 15.431201930932998 14.823487497224807 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 6.393283152898845 11.921283436776099 43.8240653950392 45.970531213847096 0.0034825872440744643 14.548687507472039 15.431201930932998 14.823487497224807 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 34.93285880004987 11.921283436776099 6.393283152898845 0.6077144337081908 1.864657508774775 -2.2985015001593094 -2.0153274404930244 False 0.029 Inputed -18.721827604401895 -17.83093911102742 """""" """""" """"""
-0.05328985422041728 0.4212852981544035 -7.269811869145746 20.01270333431391 5873.805911685303 199.56050149610257 45 33 33 62.83234959980473 59 True True 2021ali 139.40299999999996 18.323183333333333 SLSN-II 0.192 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 139.40299999999996 18.323183333333333 TNS 2021ali ZTF21aabvodx 2021ali SLSN-II 0.192 -0.09297098103714063 0.18770138798933544 -0.028322422581268825 0.03990970161127194 0.18770138798933544 0.35160121153808177 21.931744875585366 21.931744875585366 40.90060472421936 40.90060472421936 59230.40140049998 59217.42141199997 19.707573998228675 19.707573998228675 19.779854961856564 0.21022396833982293 0.7404679464747305 5.269117344746555 139.40154308 18.32270436 0.17074223113490983 22.84680863277316 24.426404429507254 23.37504719876051 0.47500000000000003 """""" """""" """""" """""" 0 False True all False False 0 0.7404679464747305 5.269117344746555 139.40154308 18.32270436 0.17074223113490983 22.84680863277316 24.426404429507254 23.37504719876051 0.47500000000000003 False False 0.3 0.7 1.5 0.02 8 3 12.979988500010222 0.0 0.0 0.0 0.0 3.9324260017713257 3.490145038143435 True 0.192 Inputed -19.957281942071695 -20.029562905699585 """""" """""" """"""
-0.1404681619349097 0.36016062650742287 -7.562857081821081 18.762268003781696 5696.672573296398 147.68689364167318 29 18 18 36.95560189988464 74 True True 2020nxk 231.32934999999998 21.354105555555556 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 231.32934999999998 21.354105555555556 TNS 2020nxk ZTF20abjcuep 2020nxk SNIa 0.08 -0.03454927335958047 0.3786136591305578 0.058059142699882216 0.15754097228154862 0.3786136591305578 0.6318423823231001 14.718277186699716 14.718277186699716 22.237324713184925 22.237324713184925 59043.21177079994 59028.200648100115 18.39411127068165 18.39411127068165 18.48996517040728 0.6250393682077832 2.1259890629039004 0.2948671048274058 231.329268636316 21.3541366450455 0.004667351428783939 18.64969727837324 19.12276430463314 18.861679676289558 0.9649999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.1259890629039004 0.2948671048274058 231.329268636316 21.3541366450455 0.004667351428783939 18.64969727837324 19.12276430463314 18.861679676289558 0.9649999999999999 False False 0.3 0.7 1.5 0.02 8 3 15.011122699826956 0.2948671048274058 2.1259890629039004 0.2610846283435819 0.1386964354485649 0.7286530339514918 0.3717145058822773 False 0.08 Inputed -19.299968851664097 -19.39582275138973 """""" """""" """"""
-0.02634237699302764 0.2956883960285513 -18.1507054743349 17.98719088328989 4339.244005470551 235.3294715508702 7 7 7 43.93606479978189 56 True False 2019xvv 216.08008333333333 -16.372038888888888 SNII 0.022 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 216.08008333333333 -16.372038888888888 TNS 2019xvv ZTF19aczkkco 2019xvv SNII 0.022 0.4268927239952234 0.7590689995851996 0.5048156580121876 0.586076900123583 0.7590689995851996 0.9468277100495897 28.10362820235406 28.10362820235406 15.83243659742783 15.83243659742783 58851.544305600226 58851.544305600226 18.00233033911232 18.00233033911232 18.006617646797054 4.892008833895256 2.3148411804988616 0.9608786056574236 216.07992791 -16.37181752 0.003284357492247536 17.913109185624123 18.668048817920685 18.562527352428436 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.3148411804988616 0.9608786056574236 216.07992791 -16.37181752 0.003284357492247536 17.913109185624123 18.668048817920685 18.562527352428436 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.9608786056574236 2.3148411804988616 0.10552146549224872 0.41509482972406286 0.6657184788083654 0.5559097056313824 False 0.022 Inputed -16.95034056163067 -16.954627869315406 """""" """""" """"""
-0.13967843582648565 0.41932901927144745 -5.228710531742669 18.434117297335824 5439.334441619011 205.91210068031768 16 12 12 19.118298599962145 32 True False 2020ppd 338.9287916666666 -16.596830555555556 SNIa 0.061 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 338.9287916666666 -16.596830555555556 TNS 2020ppd ZTF20ablvukx 2020ppd SNIa 0.061 -0.0073370860087678125 0.28319437005970016 0.05985121139933369 0.13057852596214659 0.28319437005970016 0.451646158110357 13.03125801933704 13.03125801933704 6.087040580625105 6.087040580625105 59057.39672450023 59045.358900499996 18.170387106944144 18.170387106944144 18.252943451557954 1.7135477777692074 1.0143882842772347 0.48363242001144047 338.92891766 -16.59677166 0.00030394404168565536 16.93323226456642 18.033386100172997 17.280536978924275 0.9700000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.0143882842772347 0.48363242001144047 338.92891766 -16.59677166 0.00030394404168565536 16.93323226456642 18.033386100172997 17.280536978924275 0.9700000000000001 False False 0.3 0.7 1.5 0.02 8 3 12.037824000231922 0.48363242001144047 1.0143882842772347 0.7528491212487225 0.4767724820047927 -0.1370010067711469 -0.9724064726336792 False 0.061 Inputed -18.938949144218856 -19.021505488832666 """""" """""" """"""
-0.01867432800813592 0.18073795152473915 -7.103714445274294 18.18218515731128 3503.0310971566782 204.33570600602067 42 30 30 73.86800919985399 79 True True 2019hrb 313.55034666666 10.550333111111 SNII 0.015064 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 313.55034666666 10.550333111111 TNS 2019hrb ZTF19aayrosj 2019hrb SNII 0.015064 0.7627469087277063 1.2198741380737808 0.869174563254866 0.9806997344682031 1.2198741380737808 1.4820320023024323 97.46208886741499 97.46208886741499 -23.594079667561004 -23.594079667561004 58657.41981479991 58644.46143520018 17.935570944146157 18.405854253610627 17.935570944146157 2.7417450128354948 8.604697024726772 8.216278874912863 313.55258344644153 10.54972202041975 0.0026703011615737404 13.969734675762654 15.706878969287871 14.25405453037262 1.0 """""" """""" """""" """""" 2 True True all False False 0 6.8809741979094685 1.535572100468198 313.55041446 10.55075442 0.0017673367771250392 14.268331979608536 15.856646321487428 14.574916997861862 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.958379599731416 8.216278874912863 8.604697024726772 1.4528244389152505 0.9548597529119578 -2.6989752843227564 -3.6815164137735366 False 0.015064 Inputed -16.195137348318486 -15.724854038854016 """""" """""" """"""
-0.2044444844459365 0.3102057376188341 -6.59190314192489 18.478104125287572 5257.990088042728 120.43111670857208 17 10 10 31.94620370026678 72 True True 2020boo 186.17431249999998 -3.3536277777777777 SNIa 0.0664 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 186.17431249999998 -3.3536277777777777 TNS 2020boo ZTF20aajvcwd 2020boo SNIa 0.0664 0.08086052915083641 0.6509754669234624 0.20591096457212643 0.34211641492249356 0.6509754669234624 1.0140018531647996 9.087004613577339 9.087004613577339 22.85919908668944 22.85919908668944 58886.4592708 58876.50572919985 18.07387970428548 18.07387970428548 18.163172332776405 6.441433688718035 3.140297716944181 0.3587315782748627 186.17422512199852 -3.353579602390485 0.0011367557742686385 15.763871847176551 16.92798526975155 16.11357229005337 0.9500000000000001 """""" """""" """""" """""" 0 False True all False False 0 3.140297716944181 0.3587315782748627 186.17422512199852 -3.353579602390485 0.0011367557742686385 15.763871847176551 16.92798526975155 16.11357229005337 0.9500000000000001 False False 0.3 0.7 1.5 0.02 8 3 9.9535416001454 0.3587315782748627 3.140297716944181 0.8144129796981794 0.11423489446215433 -1.1458944345339326 -2.0496000427230356 False 0.0664 Inputed -19.21558290592239 -19.304875534413313 """""" """""" """"""
-0.12042343436598776 0.29606644626856865 -9.30462876283838 19.094114598177264 5397.1363668136255 84.44890696072854 43 26 26 46.83224540017545 54 True True 2021aoe 123.57656249999998 33.966236111111115 SNIa 0.088 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 123.57656249999998 33.966236111111115 TNS 2021aoe ZTF21aaasxel 2021aoe SNIa 0.088 0.12379378910605254 1.0253128747348974 0.31105262849985493 0.5221584416743923 1.0253128747348974 1.6550091411671524 14.712766005698267 14.712766005698267 32.11947939447718 32.11947939447718 59232.31342589995 59218.40346059995 18.765988031186964 18.833860880138268 18.765988031186964 0.7213887290645876 0.652573884102562 0.3387585341351773 123.5764634989075 33.9662820782168 0.0014278115005827985 20.11796012680888 20.883362455956934 20.398151385743617 0.64 """""" """""" """""" """""" 0 False True all False False 0 0.652573884102562 0.3387585341351773 123.5764634989075 33.9662820782168 0.0014278115005827985 20.11796012680888 20.883362455956934 20.398151385743617 0.64 False False 0.3 0.7 1.5 0.02 8 3 13.909965300001204 0.3387585341351773 0.652573884102562 0.48521107021331744 0.5191113870593329 2.0495015758186668 1.6321633545566527 False 0.088 Inputed -19.23466933958726 -19.166796490635956 """""" """""" """"""
-0.1677546761535923 0.2759829889422543 -4.2265270862140305 18.497308881266285 5385.950721615815 183.08228636881216 20 11 11 32.02141200006008 29 True False 2020kee 196.9230458333333 -7.603483333333333 SNIa 0.06212 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 196.9230458333333 -7.603483333333333 TNS 2020kee ZTF20aazxvox 2020kee SNIa 0.06212 0.002888511957760187 0.33650784998557626 0.0793113099673981 0.16025822204391105 0.33650784998557626 0.5332857984611721 9.449594807561146 9.449594807561146 22.571817192498933 22.571817192498933 58992.19040510012 58986.18868059991 18.135805382337217 18.135805382337217 18.177777393568554 1.6111011210535013 2.826446463857752 4.056835181431212 196.924153 -7.60373935 0.0005881131441444198 14.630925444936752 15.532957273578644 14.96682702870369 0.95 """""" """""" """""" """""" 0 False True all False False 0 2.826446463857752 4.056835181431212 196.924153 -7.60373935 0.0005881131441444198 14.630925444936752 15.532957273578644 14.96682702870369 0.95 False False 0.3 0.7 1.5 0.02 8 3 6.001724500209093 4.056835181431212 2.826446463857752 0.5661302448749534 1.4353129391646535 -2.6028481087585735 -3.210950364864864 False 0.06212 Inputed -19.05418031474904 -19.096152325980377 """""" """""" """"""
-0.18879617981953736 0.21101192595525312 -10.921625992320568 18.142599911076438 5705.101669938593 139.6336380265962 29 21 21 68.96680560009554 44 True False 2019aux 111.10274999999 42.066618999999 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 111.10274999999 42.066618999999 TNS 2019aux ZTF19aahsnmq 2019aux SNIa 0.06 -0.0004175562801265187 0.45200423420673275 0.10043853096632915 0.2091606929698031 0.45200423420673275 0.7319858310962957 13.43453453469716 13.43453453469716 55.532271065398376 55.532271065398376 58538.29146989994 58522.17615740001 17.53342074016918 17.53342074016918 17.709129376658186 2.14084388421693 0.8747569477196491 0.2679147806775256 111.10284944 42.06662843 0.006536062671776421 21.407325301456453 22.702949518013 21.85076855816841 0.55 """""" """""" """""" """""" 0 False True all False False 0 0.8747569477196491 0.2679147806775256 111.10284944 42.06662843 0.006536062671776421 21.407325301456453 22.702949518013 21.85076855816841 0.55 False False 0.3 0.7 1.5 0.02 8 3 16.115312499925494 0.2679147806775256 0.8747569477196491 0.8521809598445884 0.30627339557112 5.169528777843819 4.141639181510225 False 0.06 Inputed -19.446371604539614 -19.62208024102862 """""" """""" """"""
-0.12699137700804347 0.29000289044865946 -13.618146604704839 19.06115057496722 5691.454318991413 85.81117313866488 22 20 20 48.89668980007991 49 True True 2019cng 258.03674249999 55.306819805555 SNIa 0.125 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 258.03674249999 55.306819805555 TNS 2019cng ZTF19aanmdsr 2019cng SNIa 0.125 0.1170029122329801 0.9967481252005115 0.30024362820085315 0.5064655434280958 0.9967481252005115 1.608377854182777 16.045925628462708 16.045925628462708 32.8507641716172 32.8507641716172 58587.43168980023 58567.5152431 18.69662500784785 18.715278412876387 18.69662500784785 0.5308328913674936 1.0925533028578152 0.5957567118970041 258.0364526595975 55.306832865888296 0.0027874390771489566 19.63426119444251 19.929046113837956 19.688241673909424 0.9650000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.0925533028578152 0.5957567118970041 258.0364526595975 55.306832865888296 0.0027874390771489566 19.63426119444251 19.929046113837956 19.688241673909424 0.9650000000000001 False False 0.3 0.7 1.5 0.02 8 3 19.916446700226516 0.5957567118970041 1.0925533028578152 0.24080443992853162 0.5452884635822073 1.2137677009615686 0.9916166660615744 False 0.125 Inputed -20.082590635090583 -20.063937230062045 """""" """""" """"""
-0.06373354006235472 0.37646878051872507 -3.2901018891044718 18.02798204810152 2963.43091196565 230.15874660977596 16 16 16 49.922199099790305 346 True True 2021qgr 18.907333333333334 -6.591461111111111 SNII 0.021138 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 18.907333333333334 -6.591461111111111 TNS 2021qgr ZTF21abmdfyi 2021qgr SNII 0.021138 1.0975124991190093 1.5585588044458802 1.2058495091270274 1.318692949209904 1.5585588044458802 1.8184907399373778 12.038093508381209 12.038093508381209 37.884105591409096 37.884105591409096 59410.43596060015 59410.43596060015 17.71726147428268 19.134331818540453 17.71726147428268 1.157444933556481 4.041988599076411 27.711032948926075 18.90379212009275 -6.598307779146485 0.004790587527435219 13.64919544828415 14.640509625720977 13.99157796127081 0.675 """""" """""" """""" """""" 97 True True all False False 0 0.7778378891329703 0.7910055698967908 18.90721973668525 -6.591272578980645 0.002863157041848585 20.35558665851593 19.035333264431955 20.591756076850892 0.4000000000000001 False False 0.3 0.7 1.5 0.02 8 3 0.0 27.711032948926075 4.041988599076411 0.648931664450167 6.855791962218303 -4.493822192819476 -3.7256835130118695 False 0.021138 Inputed -17.152429353804933 -15.73535900954716 """""" """""" """"""
-0.18304406541424517 0.29671092041146413 -5.173763110543279 18.666725099833265 5466.848058272755 147.9591498876239 46 27 27 37.05130789987743 71 True False 2020uca 295.8701666666666 65.19265277777778 SNIa 0.065 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 295.8701666666666 65.19265277777778 TNS 2020uca ZTF20acdnmpv 2020uca SNIa 0.065 -0.001217254511296062 0.4218395091218028 0.09369956370238697 0.19559708087447092 0.4218395091218028 0.6807291612890225 13.506616634296277 13.506616634296277 23.54469126558115 23.54469126558115 59125.19454859989 59113.15189810004 18.21986402974634 18.21986402974634 18.314571233243335 0.7831825923975928 3.160842033436803 9.819293100013418 295.86479416 65.19418864 0.003288113206606047 15.534799363422394 16.66440497498512 15.885409622240065 0.96 """""" """""" """""" """""" 1 False True all False False 0 1.865481170266468 9.772434571905762 295.86823238 65.19006238 0.00857456566396153 17.089580585932733 18.287537263441084 17.579742768526078 0.9199999999999999 False False 0.3 0.7 1.5 0.02 8 3 12.042650499846786 9.819293100013418 3.160842033436803 0.7789953527450564 3.1065434451138456 -1.5554590547612186 -2.42916161100327 False 0.065 Inputed -19.017221275718068 -19.111928479215063 """""" """""" """"""
-0.030556753094622805 0.5600300348708063 -34.119995434033314 17.568548676166923 6860.529557290852 154.46671014496678 72 60 60 64.97693290002644 35 True False 2020nvw 228.58186666666663 39.93097777777778 SNII 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 228.58186666666663 39.93097777777778 TNS 2020nvw ZTF20abjcyhg 2020nvw SNII 0.03 -0.05575523204886679 0.33019045350581067 0.031124889261221256 0.12419528476954866 0.33019045350581067 0.5649498295254105 -7.130539853453961 -7.130539853453961 72.10747275348041 72.10747275348041 59037.223518500105 59029.20744210016 17.290612950563432 17.290612950563432 17.427395055290674 6.371126912332582 2.436967191497864 2.845188754018523 228.58176398 39.93019138 0.0034821145057233327 17.524442499655486 17.67609847128391 17.403433938664197 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.436967191497864 2.845188754018523 228.58176398 39.93019138 0.0034821145057233327 17.524442499655486 17.67609847128391 17.403433938664197 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.016076399944723 2.845188754018523 2.436967191497864 0.27266453261971435 1.167512128987567 0.38548552072047926 -0.023961116626477263 False 0.03 Inputed -18.207402398334654 -18.344184503061896 """""" """""" """"""
-0.16477632117512786 0.3193439741291634 -5.178057232611875 17.21086466392031 6348.427602792768 167.62282118905912 35 33 33 67.84207169990987 37 True False 2018idg 51.068643749999 16.177963388888 SNIa 0.036 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 51.068643749999 16.177963388888 TNS 2018idg ZTF18acebefc 2018idg SNIa 0.036 -0.1928198652934796 0.11934514488863357 -0.12219797631341578 -0.04678719263833386 0.11934514488863357 0.30753643811012665 15.822743884348249 15.822743884348249 52.01932781556162 52.01932781556162 58440.404074099846 58426.33076390019 16.462759861550648 16.462759861550648 16.849479239003706 3.9581911695347545 0.778212484588177 0.5786978527842721 51.06875297 16.17784158 0.0006672526377276 18.56825184493065 18.73423066778183 18.619574390649795 0.8800000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.778212484588177 0.5786978527842721 51.06875297 16.17784158 0.0006672526377276 18.56825184493065 18.73423066778183 18.619574390649795 0.8800000000000001 False False 0.3 0.7 1.5 0.02 8 3 14.073310199659318 0.5786978527842721 0.778212484588177 0.11465627713203475 0.7436244782047075 2.271470806231182 1.770095151646089 False 0.036 Inputed -19.184428446534863 -19.57114782398792 """""" """""" """"""
-0.02561343321522539 0.3198300653426807 -26.859219767662054 18.86970605918986 4541.0488933935085 211.24600017492546 54 30 30 68.79082180000842 43 True True 2020bad 141.11115041666 20.63492725 SNII 0.028 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 141.11115041666 20.63492725 TNS 2020bad ZTF20aaiovoy 2020bad SNII 0.028 0.43509779494635126 0.810417100879814 0.522508349498839 0.6140922953293035 0.810417100879814 1.0254231311970372 58.45997776431388 58.45997776431388 10.33084403569454 10.33084403569454 58912.21474540001 58871.40209490014 18.686881839545908 18.816170674865834 18.686881839545908 1.9598250158964847 0.7082122641750681 1.86559422037079 141.1110075977315 20.63542793816945 0.001520226901385091 18.74699169102788 17.79943368745804 17.841755511252877 0.9199999999999999 """""" """""" """""" """""" 0 False True all False False 0 0.7082122641750681 1.86559422037079 141.1110075977315 20.63542793816945 0.001520226901385091 18.74699169102788 17.79943368745804 17.841755511252877 0.9199999999999999 False False 0.3 0.7 1.5 0.02 8 3 40.81265049986541 1.86559422037079 0.7082122641750681 -0.04232182379483618 2.6342303215319927 -1.0167369874077927 -0.8451263282930306 False 0.028 Inputed -16.79702091344635 -16.667732078126424 """""" """""" """"""
-0.14428090930377865 0.2618022171931065 -11.435197016392149 18.90951739467301 5082.1931177773195 132.0218583342886 49 22 22 44.90549759985879 39 True True 2020ywi 18.5197625 30.254975 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 18.5197625 30.254975 TNS 2020ywi ZTF20acoyvdg 2020ywi SNIa 0.09 0.1791938966847333 0.7263423748348004 0.30082749456883207 0.43216856256436387 0.7263423748348004 1.0669054712732589 12.771469917399207 12.771469917399207 32.13402768245958 32.13402768245958 59172.15457180003 59157.23649309995 18.524395659970622 18.640317057266948 18.524395659970622 0.8883055617898463 1.523520352269364 0.8036929543015549 18.519728492842752 30.255196307012902 0.00044987911683613824 16.363052896287442 17.414115106763838 16.759432851290704 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.523520352269364 0.8036929543015549 18.519728492842752 30.255196307012902 0.00044987911683613824 16.363052896287442 17.414115106763838 16.759432851290704 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 14.918078700080514 0.8036929543015549 1.523520352269364 0.6546822554731335 0.5275236087948623 -1.2262019505031105 -1.7649628086799183 False 0.09 Inputed -19.525988985208613 -19.410067587912287 """""" """""" """"""
-0.12313247367531319 0.38685537705422346 -8.910124256735774 18.944683461626024 5552.048792626059 90.4263412201622 50 22 22 34.95783559978008 35 True True 2020wza 6.477179166666667 4.797486111111111 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 6.477179166666667 4.797486111111111 TNS 2020wza ZTF20acjutba 2020wza SNIa 0.09 0.06563656727676204 0.861709571848575 0.23275785008308247 0.4199283423648552 0.861709571848575 1.4076408729109104 13.755057264030603 13.755057264030603 21.20277833574948 21.20277833574948 59153.21137729986 59138.259062500205 18.631261242322942 18.631261242322942 18.72819753459759 0.9459363056487327 1.6428841316407792 0.30933904667679535 6.47725977080947 4.797455583191095 0.0005375313419598848 16.47573973030925 17.624077284275295 16.88716535757661 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.6428841316407792 0.30933904667679535 6.47725977080947 4.797455583191095 0.0005375313419598848 16.47573973030925 17.624077284275295 16.88716535757661 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 14.952314799651504 0.30933904667679535 1.6428841316407792 0.736911926698685 0.18829023953615806 -1.0071839580476478 -1.8410321770209812 False 0.09 Inputed -19.322187110581645 -19.419123402856293 """""" """""" """"""
-0.20713048474139306 0.08480965842066099 -9.86907948385977 18.76152348548328 4594.569286868633 65.88893126764889 65 49 49 37.78031249996275 42 True True 2019zbq 137.22460416666664 55.31894722222223 SNIa 0.0468 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 137.22460416666664 55.31894722222223 TNS 2019zbq ZTF19adcdgca 2019zbq SNIa 0.0468 0.4548992475086422 1.9561338292144406 0.7533003042889881 1.0987401661867402 1.9561338292144406 3.0868442601719543 14.872100282898629 14.872100282898629 22.90821221706412 22.90821221706412 58859.277048599906 58846.44790509995 18.100863103444066 18.467926342706964 18.100863103444066 1.4341620154908115 1.2120533095256978 0.4613698468719251 137.22469808260348 55.318830736923346 0.0001795614129824763 15.797802219780088 16.977318486888407 16.182653556278943 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.2120533095256978 0.4613698468719251 137.22469808260348 55.318830736923346 0.0001795614129824763 15.797802219780088 16.977318486888407 16.182653556278943 0.975 False False 0.3 0.7 1.5 0.02 8 3 12.829143499955535 0.4613698468719251 1.2120533095256978 0.7946649306094642 0.38065144762689435 -1.4906078558185563 -1.918209547165123 False 0.0468 Inputed -18.5084099919142 -18.1413467526513 """""" """""" """"""
-0.008741268543459633 0.21031637984038506 -1.6852394655955667 18.289640130827095 4418.7653596511645 195.61753542501202 54 38 38 74.0456945002079 53 True False 2019oyt 108.62180666666 61.289595777777 SNII 0.02 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 108.62180666666 61.289595777777 TNS 2019oyt ZTF19abqyoxt 2019oyt SNII 0.02 0.2778559511045344 0.6511935419344468 0.36418187535159063 0.4550567992455612 0.6511935419344468 0.8678398289198341 201.65692243699158 201.65692243699158 -127.61122793678368 -127.61122793678368 58741.467754600104 58716.49127310002 18.17588179097813 18.278680907252635 18.17588179097813 1.3420003619484142 3.340025093364541 5.675749393280078 108.62298905 61.29106651 0.005645534784020967 17.002854876816272 17.279778987717627 17.196850196695326 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.340025093364541 5.675749393280078 108.62298905 61.29106651 0.005645534784020967 17.002854876816272 17.279778987717627 17.196850196695326 1.0 False False 0.3 0.7 1.5 0.02 8 3 24.976481500081718 5.675749393280078 3.340025093364541 0.08292879102230089 1.6993133987393698 -0.9989019195350082 -0.9790315942828052 False 0.02 Inputed -16.57301297750796 -16.470213861233457 """""" """""" """"""
-0.1805011482839619 0.22853125841348818 -4.1327133167892995 18.96935723866092 5372.218559469769 211.15034643654565 32 11 11 39.90239589987323 38 True True 2021tyg 216.85277499999995 46.20022777777778 SNIa 0.074937 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 216.85277499999995 46.20022777777778 TNS 2021tyg ZTF21abnspht 2021tyg SNIa 0.074937 0.0015844395235831144 0.2861288291887618 0.06752454224413285 0.13684429843119617 0.2861288291887618 0.45049346745911834 12.046931821076887 12.046931821076887 27.855464078796338 27.855464078796338 59423.26471060002 59415.26275460003 18.438269434460953 18.577153068509286 18.438269434460953 1.744651220477605 1.2374706806997986 4.218323258081539 216.851204704851 46.199789908834404 0.0008774556385751087 16.085581441936494 17.196937671334744 16.42514180440068 0.9649999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.2374706806997986 4.218323258081539 216.851204704851 46.199789908834404 0.0008774556385751087 16.085581441936494 17.196937671334744 16.42514180440068 0.9649999999999999 False False 0.3 0.7 1.5 0.02 8 3 8.001955999992788 4.218323258081539 1.2374706806997986 0.7717958669340632 3.408826830301989 -1.380215397174542 -2.0131276300602714 False 0.074937 Inputed -19.207276891238322 -19.06839325718999 """""" """""" """"""
-0.057189355540591916 0.35496789522922223 -4.73055817566749 18.864861701727477 4916.065433262833 154.61878994259422 22 11 11 35.87466439977288 75 True False 2019shl 1.9987949999999 -25.15007655555 SNII 0.034 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 1.9987949999999 -25.15007655555 TNS 2019shl ZTF19acdxkek 2019shl SNII 0.034 0.14441911908484428 0.5907120599753597 0.24529340113729958 0.35306351398262237 0.5907120599753597 0.8604252592900465 17.35906407854403 17.35906407854403 18.515600321228852 18.515600321228852 58769.33537039999 58765.356250000186 18.52334913189109 18.746305430534303 18.52334913189109 1.917326536630092 4.02992190371181 10.670707305744074 1.99599306 -25.15161051 0.0038530748768267342 15.387263078218698 16.05787067564726 15.602003496348859 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.02992190371181 10.670707305744074 1.99599306 -25.15161051 0.0038530748768267342 15.387263078218698 16.05787067564726 15.602003496348859 1.0 False False 0.3 0.7 1.5 0.02 8 3 3.979120399802923 10.670707305744074 4.02992190371181 0.4558671792983997 2.6478695023632306 -2.6884347548870444 -2.9213456355422327 False 0.034 Inputed -17.38537790539294 -17.162421606749728 """""" """""" """"""
-0.5726041734035705 0.4001052766918939 -0.9641040927239262 17.163306692801616 6827.476803296718 211.44016148360967 6 6 6 8.979490799829364 166 True False 2016gjq 293.49672 -13.73472333333 Varstar 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 293.49672 -13.73472333333 TNS 2016gjq ZTF19abdgtyw 2016gjq Varstar 0.0 -0.30014441956646465 -0.08433100236200985 -0.2504172223510466 -0.1979477654463473 -0.08433100236200985 0.041625468634968854 3.7194955771443112 3.7194955771443112 5.259995222685053 5.259995222685053 58670.41886569979 58667.33502310002 16.619002438092735 16.619002438092735 17.068869110184643 20.853332335809615 0.7 0.6628084524154374 293.49690821 -13.73474505 0.004912107951173916 21.3813006711483 22.661264165210724 21.789659470558167 0.0 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.6628084524154374 293.49690821 -13.73474505 0.004912107951173916 21.3813006711483 22.661264165210724 21.789659470558167 0.0 False False 0.3 0.7 1.5 0.02 8 3 3.0838425997644663 0.6628084524154374 0.7 0.8716046946525573 0.9468692177363393 6.042261727117989 4.720790360373524 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.10760139389840764 0.3706091402121485 -17.458186377647202 18.082507728625902 5795.543956269434 240.36068203119777 16 14 14 39.07753479992971 40 True True 2018iet 14.090097083333 -2.503759805555 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 14.090097083333 -2.503759805555 TNS 2018iet ZTF18acchzkf 2018iet SNIa 0.06 -0.02897500421145338 0.21211377398878994 0.027386666464924048 0.0862993100711904 0.21211377398878994 0.3491636858238465 -5.21487025364082 -5.21487025364082 44.292405053570526 44.292405053570526 58428.211967600044 58425.19350690022 17.88339258585845 17.88339258585845 17.984606993498897 1.9293472995820877 1.8440809449826459 1.714653086645786 14.090122088343652 -2.503284168602155 0.0011018059285522463 16.87067017035723 18.026067655022146 17.315535038063526 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.8440809449826459 1.714653086645786 14.090122088343652 -2.503284168602155 0.0011018059285522463 16.87067017035723 18.026067655022146 17.315535038063526 1.0 False False 0.3 0.7 1.5 0.02 8 3 3.0184606998227537 1.714653086645786 1.8440809449826459 0.7105326169586199 0.9298144375446178 0.14267506916369754 -0.6690719554353706 False 0.06 Inputed -19.170893987698904 -19.27210839533935 """""" """""" """"""
-0.16983370737593634 0.18712237665363723 -6.883701415930723 18.560544015951123 6223.811400444229 109.60693036546024 52 31 31 74.75370370037854 52 True True 2020adqq 166.4946833333333 7.333822222222222 SNIa 0.068197 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 166.4946833333333 7.333822222222222 TNS 2020adqq ZTF20acztnts 2020adqq SNIa 0.068197 -0.1318450042670456 0.4089089866967086 -0.01550611162129556 0.11280439565889822 0.4089089866967086 0.7642243705854312 13.893295755023864 13.893295755023864 60.86040794535467 60.86040794535467 59216.44182869978 59205.53326389985 17.848145556971424 17.848145556971424 18.05352268685357 2.4319324443472086 2.889679644846977 5.98951848651913 166.495038920635 7.332196276747339 0.0013701135054766667 15.272895195327997 16.113908841183186 15.562391720622777 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.889679644846977 5.98951848651913 166.495038920635 7.332196276747339 0.0013701135054766667 15.272895195327997 16.113908841183186 15.562391720622777 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 10.9085647999309 5.98951848651913 2.889679644846977 0.5515171205604084 2.07272750707849 -1.7342367157882386 -2.4911309662307914 False 0.068197 Inputed -19.384099488706795 -19.58947661858894 """""" """""" """"""
-0.15728549646778503 0.584949169858158 -30.811554940464777 12.857993553269576 8938.825357178544 615.8767253489688 89 45 45 38.04646989982575 131 True False 2019tlu 342.78087916666664 53.83751111111111 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 342.78087916666664 53.83751111111111 TNS 2019tlu ZTF19achufoh 2019tlu CV 0.0 -0.5017408088435946 -0.44868533174501835 -0.4888632783601832 -0.47573098782887513 -0.44868533174501835 -0.42056999733925693 -26.375862767207256 -26.375862767207256 64.422332667033 64.422332667033 58782.176365700085 58781.14995370014 13.54174649551003 13.54174649551003 14.17624074004939 104.40178275835558 3.0117983423279884 46.832677390984685 342.76258322 53.84477074 0.06926989467835543 15.913319501876831 18.33509119129181 19.655373874664306 0.5 """""" """""" """""" """""" 80 False True all False False 0 0.6742395321731587 7.343252914752891 342.78148031 53.8355024 0.05034987352179787 20.335052604103087 23.74715142173767 21.658358144760133 0.0 False False 0.3 0.7 1.5 0.02 8 3 1.0264119999483228 0.0 0.0 0.0 0.0 10.098253504489971 9.093759259950609 True 0.0 Inputed """""" """""" """""" """""" """"""
-0.14672774189195595 0.3592404270904685 -4.494528656564847 18.741541767421378 5240.770927491642 198.45997008553394 20 11 11 20.99035879969597 47 True True 2019abf 200.12570583333 11.546465916666 SNIa 0.0712 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 200.12570583333 11.546465916666 TNS 2019abf ZTF19aadyoqz 2019abf SNIa 0.0712 0.039954257555237405 0.35356889249288415 0.1123252890756099 0.18861422506719094 0.35356889249288415 0.5361262333997452 8.557979151195372 8.557979151195372 12.432379648500596 12.432379648500596 58511.539803199936 58505.46459490014 18.489073949644595 18.493058228819713 18.489073949644595 1.0864939624857217 2.729637312380281 6.14274345050337 200.1250644760555 11.54487951861485 0.0032696119474484586 16.45225851367593 17.655129732730387 16.8879151061368 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.729637312380281 6.14274345050337 200.1250644760555 11.54487951861485 0.0032696119474484586 16.45225851367593 17.655129732730387 16.8879151061368 1.0 False False 0.3 0.7 1.5 0.02 8 3 6.075208299793303 6.14274345050337 2.729637312380281 0.7672146265935886 2.2503881459426616 -0.8379284960893258 -1.6011588435077968 False 0.0712 Inputed -19.043585201178836 -19.039600922003718 """""" """""" """"""
-0.19436291781492737 0.20982959798180376 -4.874810486887796 18.92767844863887 6088.771055122881 91.277396941859 26 19 19 57.88774299994111 34 True True 2019cyy 180.75239208333 38.274102694444 SNIa 0.07868 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 180.75239208333 38.274102694444 TNS 2019cyy ZTF19aaoikti 2019cyy SNIa 0.07868 -0.11653383585495192 0.5681346243893124 0.026512085304553068 0.1872445548071795 0.5681346243893124 1.0403795553437725 12.14599281881717 12.14599281881717 45.74175018112394 45.74175018112394 58584.273912000004 58575.286840300076 18.33190535172655 18.33190535172655 18.522837931731146 4.505883060943485 3.23825227117594 6.871623184264224 180.750142156385 38.274826298842754 0.003606715050415099 16.216014763824937 17.007450543425083 16.522647258440852 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.23825227117594 6.871623184264224 180.750142156385 38.274826298842754 0.003606715050415099 16.216014763824937 17.007450543425083 16.522647258440852 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 8.987071699928492 6.871623184264224 3.23825227117594 0.4848032849842312 2.122016016302788 -1.3244548083014678 -2.0001906732902945 False 0.07868 Inputed -19.230340155052268 -19.421272735056863 """""" """""" """"""
-0.12490634958158156 0.44629783201527307 -6.514396291059489 17.50576178765472 5456.4312571102155 127.41825014257783 15 13 13 67.06004630029202 16 True False 2019tzx 180.55849999999 75.81125 SNIIb 0.0435 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 180.55849999999 75.81125 TNS 2019tzx ZTF19ackjene 2019tzx SNIIb 0.0435 0.02349090023570355 0.5356532985439344 0.13648753809443193 0.25910966183955964 0.5356532985439344 0.8583939444068776 13.923643825951695 13.923643825951695 53.13640247434032 53.13640247434032 58799.473796300124 58785.4947453998 17.303735814116653 17.536879159162485 17.303735814116653 1.5296113543784269 3.7687830102436455 8.234389514203333 180.56655448 75.81009512 0.004323246335768971 16.014370351362228 16.705314762353897 16.204507933092117 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.7687830102436455 8.234389514203333 180.56655448 75.81009512 0.004323246335768971 16.014370351362228 16.705314762353897 16.204507933092117 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.979050900321454 8.234389514203333 3.7687830102436455 0.50080682926178 2.184893503240186 -0.831564396808588 -1.099227881024536 False 0.0435 Inputed -19.145044354970995 -18.911901009925163 """""" """""" """"""
-0.10194456196521942 0.38076212609901805 -16.439555440548233 18.67993962918955 4686.862686099887 182.92115839149636 21 11 11 31.878391199745238 39 True True 2020L 144.48945833333332 6.741452777777778 SNIa 0.0617 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 144.48945833333332 6.741452777777778 TNS 2020L ZTF20aaawbxl 2020L SNIa 0.0617 0.3150570294305268 0.7261944803245228 0.4096482325125663 0.5095466386115604 0.7261944803245228 0.9669883195377338 -1.0346340176973339 -1.0346340176973339 32.91302521744257 32.91302521744257 58855.36079860013 58849.42750000022 18.51529605566342 18.75499985952303 18.51529605566342 2.8823779388778488 2.9753279991372774 4.229097368506987 144.488874388597 6.742474415698879 0.002140970074304138 16.205953185870648 16.92454601724863 16.52133895661354 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.9753279991372774 4.229097368506987 144.488874388597 6.742474415698879 0.002140970074304138 16.205953185870648 16.92454601724863 16.52133895661354 1.0 False False 0.3 0.7 1.5 0.02 8 3 5.933298599906266 4.229097368506987 2.9753279991372774 0.40320706063508993 1.4213886232822905 -1.8304538422743981 -1.9939570990498794 False 0.0617 Inputed -18.70172152623369 -18.462017722374082 """""" """""" """"""
-0.18303215058534772 0.3130225729578 -8.189262640595663 18.493059340985422 5599.175364252697 102.30843556091601 32 23 23 47.002939799800515 91 True True 2021div 254.08241249999995 39.275822222222224 SNIa 0.062128 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 254.08241249999995 39.275822222222224 TNS 2021div ZTF21aalyvyw 2021div SNIa 0.062128 0.027770963711613916 0.694303355201825 0.17041193901821217 0.3282435249017581 0.694303355201825 1.1367455791665186 14.182468192953502 14.182468192953502 32.820471606847015 32.820471606847015 59278.51408560015 59262.48812500015 18.135459590146873 18.135459590146873 18.20605838203834 1.6388147703757021 4.433269913126957 15.489039154583793 254.087903818327 39.27515774448335 0.0022131699812321104 13.896760163902641 15.121153271774054 14.315458912569284 0.985 """""" """""" """""" """""" 1 False True all False False 0 1.3646441358978159 14.371107934951702 254.082368154797 39.27183039540415 0.03478013043255179 18.067292507821918 20.30635118439317 19.226191700035333 0.5555555555555556 False False 0.3 0.7 1.5 0.02 8 3 16.0259606000036 15.489039154583793 4.433269913126957 0.8056943592047698 3.4938182105088145 -3.014306318372819 -3.8905994694690555 False 0.062128 Inputed -19.026182930326577 -19.096781722218044 """""" """""" """"""
-0.004946464261067434 0.47588598686782646 -20.594043350374974 18.046680044014966 3898.4435977326966 307.2186771766691 145 58 58 63.993773200083524 41 True True 2020by 264.87154208333 68.792431 SNII 0.0272 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 264.87154208333 68.792431 TNS 2020by ZTF20aabqwtz 2020by SNII 0.0272 0.6097244227125138 0.883871719354179 0.675060586454709 0.7424936873379266 0.883871719354179 1.0343188427291246 131.53488473025857 131.53488473025857 -67.54111153017504 -67.54111153017504 58852.559930600226 58850.55378470011 17.94036885763216 18.533062450638372 17.94036885763216 0.40861665513295925 7.206804178456588 19.329386480725773 264.8733203176825 68.79776161005594 0.006951350244124965 14.614256734492779 16.108986470818518 14.861930185580253 1.0 """""" """""" """""" """""" 7 False True all False False 0 0.7809655431955707 5.942584054354099 264.87213193 68.79406787 0.03461558347629379 20.343989699041842 17.9937243090868 21.267875553941728 1.0 False False 0.3 0.7 1.5 0.02 8 3 2.0061459001153708 19.329386480725773 7.206804178456588 1.2470562852382656 2.6821023580059813 -2.424075979819854 -3.078438672051906 False 0.0272 Inputed -17.480155335158308 -16.887461742152095 """""" """""" """"""
-0.15731001182023005 0.2680414665112716 -7.701773363313771 18.79156055506554 5285.0612565110805 114.459451558869 175 123 123 64.78277779975906 60 True True 2020bua 153.12496666666664 41.778275 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 153.12496666666664 41.778275 TNS 2020bua ZTF20aajbsxt 2020bua SNIa 0.07 0.09159488080821632 0.701461530236422 0.22448958377718853 0.3698456187307926 0.701461530236422 1.094240896936551 16.734614236295013 16.734614236295013 48.048163563464044 48.048163563464044 58890.44030090002 58874.37346060015 18.297502474245956 18.369993490776505 18.297502474245956 0.6545831955723381 1.8585990904263012 3.8088466845918085 153.125751573479 41.7773936496567 0.0038162349050725464 17.799626827673613 18.32747385626793 18.015895982680917 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.8585990904263012 3.8088466845918085 153.125751573479 41.7773936496567 0.0038162349050725464 17.799626827673613 18.32747385626793 18.015895982680917 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.06684029987082 3.8088466845918085 1.8585990904263012 0.3115778735870123 2.049310528672531 -0.042519634508575876 -0.28160649156503936 False 0.07 Inputed -19.19766347734484 -19.12517246081429 """""" """""" """"""
-0.19644273805697754 0.9864928663254835 2.115482871410823 12.969620732818061 7946.6199046151305 191.66799720996613 46 26 26 52.93101850012317 190 True False 2021tlq 293.1045 -9.325897222222222 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 293.1045 -9.325897222222222 TNS 2021tlq ZTF21ablazyz 2021tlq CV 0.0 -0.4557458380469388 -0.25686349172615053 -0.41049110666718924 -0.3623557256469532 -0.25686349172615053 -0.13808888239929473 5.245068892411554 5.245068892411554 47.68594960771162 47.68594960771162 59410.339282399975 59407.27892359998 12.100279922174671 12.100279922174671 12.872771157727165 163.79458310170867 0.7615730947644284 0.09502650524126953 293.10452014 -9.32587985 0.0015380499946467951 19.890042745494842 20.52549328613281 20.27004274997711 0.0125 """""" """""" """""" """""" 0 False True all False False 0 0.7615730947644284 0.09502650524126953 293.10452014 -9.32587985 0.0015380499946467951 19.890042745494842 20.52549328613281 20.27004274997711 0.0125 False False 0.3 0.7 1.5 0.02 8 3 3.060358799993992 0.09502650524126953 0.7615730947644284 0.2554505361556991 0.12477660502261226 8.42521336395814 7.397271592249947 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.04734493356455462 0.14907661142303336 -4.2405468356101 18.878733716643147 5429.518239221225 171.57258362120942 73 35 35 72.88677089987323 83 True True 2021avg 174.99575 14.527969444444444 SNII 0.031 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 174.99575 14.527969444444444 TNS 2021avg ZTF21aafkktu 2021avg SNII 0.031 -0.005814136489199484 0.35059673368087374 0.07533970348476515 0.1616341069908529 0.35059673368087374 0.5630846401671619 38.99224485278408 38.99224485278408 33.894526047089144 33.894526047089144 59234.4526157002 59231.42042820016 18.253138942150002 18.253138942150002 18.360718446059618 3.063294027380507 1.3305697487804031 1.2605662926785401 174.99602005397 14.52820240426135 0.004033281450582016 19.43049053534508 19.775734566607476 19.555740985267164 0.985 """""" """""" """""" """""" 0 False True all False False 0 1.3305697487804031 1.2605662926785401 174.99602005397 14.52820240426135 0.004033281450582016 19.43049053534508 19.775734566607476 19.555740985267164 0.985 False False 0.3 0.7 1.5 0.02 8 3 3.032187500037253 1.2605662926785401 1.3305697487804031 0.21999358134031155 0.9473883603877001 1.5225956244574732 1.195022539207546 False 0.031 Inputed -17.345818504196 -17.453398008105616 """""" """""" """"""
-0.18492892900860586 0.13884213767837078 -6.5371734627164875 18.42501979746371 4766.102121087304 302.8559041809475 62 43 43 74.87373840017244 41 True False 2021tmb 232.52349999999998 73.76516111111111 SNII 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 232.52349999999998 73.76516111111111 TNS 2021tmb ZTF21abkoccb 2021tmb SNII 0.06 0.17793319163443044 0.396106208355711 0.22975475888593877 0.28336016957370447 0.396106208355711 0.5165516851369745 18.13337981357548 18.13337981357548 56.74035858659696 56.74035858659696 59419.29655090021 59405.30262729991 17.711560345026886 17.81131530692679 17.711560345026886 7.219154977543811 3.622874516784007 6.875397861649378 232.52890919 73.76399478 0.0021492794620995292 15.385852135717869 15.877317939817905 15.621107387626171 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.622874516784007 6.875397861649378 232.52890919 73.76399478 0.0021492794620995292 15.385852135717869 15.877317939817905 15.621107387626171 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.993923600297421 6.875397861649378 3.622874516784007 0.2562105521917335 1.8977742203869117 -1.9339973671088853 -2.0904529574007142 False 0.06 Inputed -19.443940636170915 -19.34418567427101 """""" """""" """"""
-0.11158191656481127 0.3625140824344552 0.1655855415936225 18.15736524150465 6530.1969449387425 225.3651150540833 31 12 12 13.046099499799311 58 True True 2020aazr 314.1441416666666 -0.1763722222222222 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 314.1441416666666 -0.1763722222222222 TNS 2020aazr ZTF20actrwym 2020aazr SNIa 0.08 -0.2590943931077341 -0.04898044841191762 -0.21039445285337166 -0.1592048754866937 -0.04898044841191762 0.07234655169821735 18.339836405368956 18.339836405368956 -5.293736905569645 -5.293736905569645 59186.14922450017 59177.068669000175 17.937246712065985 17.937246712065985 17.995903586239073 0.9967479469987713 1.0220858362715837 1.0128196355584949 314.144336863091 -0.17657483078769498 0.010561628937692413 21.373454910714628 21.601917117290498 21.343800754938126 0.9214285714285715 """""" """""" """""" """""" 0 False True all False False 0 1.0220858362715837 1.0128196355584949 314.144336863091 -0.17657483078769498 0.010561628937692413 21.373454910714628 21.601917117290498 21.343800754938126 0.9214285714285715 False False 0.3 0.7 1.5 0.02 8 3 9.08055549999699 1.0128196355584949 1.0220858362715837 0.25811636235237145 0.9909340288415595 3.6646704052245127 3.3478971686990526 False 0.08 Inputed -19.794030435832305 -19.852687310005393 """""" """""" """"""
-0.5940463283496793 0.3376161163019328 -0.24997035407975698 16.406121568503625 7363.427723156063 332.31015603010536 64 24 24 20.94818289997056 51 True True 2020adgk 92.38573749999999 63.194286111111104 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 92.38573749999999 63.194286111111104 TNS 2020adgk ZTF20acypdlh 2020adgk CV 0.0 -0.37774629508540336 -0.2572004318981911 -0.34916661137656035 -0.31956786498380296 -0.2572004318981911 -0.19041619982479574 2.560977480393544 2.560977480393544 18.38720541957702 18.38720541957702 59203.31255789986 59202.329490699805 15.6114561200077 15.6114561200077 16.020843579264326 44.45139671427319 0.7 0.30856296971382424 92.3858054601997 63.1943661564254 0.015437273851054534 23.098993488550185 22.781592847576142 21.813370280132293 0.5666666666666667 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.30856296971382424 92.3858054601997 63.1943661564254 0.015437273851054534 23.098993488550185 22.781592847576142 21.813370280132293 0.5666666666666667 False False 0.3 0.7 1.5 0.02 8 3 0.9830672000534832 0.30856296971382424 0.7 0.9682225674438492 0.4408042424483204 7.170136727568442 5.792526700867967 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.10548501221536087 0.30634488455533515 -12.11260154204576 18.418343894854132 5030.316880470291 118.63869547901558 18 11 11 47.93395829992369 40 True True 2019vbk 152.48629999999997 -3.0022611111111113 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 152.48629999999997 -3.0022611111111113 TNS 2019vbk ZTF19actfpma 2019vbk SNIa 0.07 0.21947445197585225 0.8551841930157771 0.35904078581312504 0.5109494318212455 0.8551841930157771 1.2597017478700963 14.146032969066397 14.146032969066397 33.78792533085729 33.78792533085729 58819.545856500044 58804.502499999944 18.14991084902912 18.14991084902912 18.19186072089162 3.089300280558014 2.729763163348935 13.02967077129583 152.48275997481198 -3.0014850274929197 0.004605184773184612 15.477922572981118 16.68355989771843 15.924564490900039 0.99 """""" """""" """""" """""" 1 False True all False False 0 0.7 3.959700105263406 152.485198882194 -3.00223499057682 0.11938092532622802 23.034390095291137 22.49018127245903 23.24242304868698 0.0 False False 0.3 0.7 1.5 0.02 8 3 15.043356500100344 13.02967077129583 2.729763163348935 0.7589954068183893 4.773187266294097 -1.466350951310691 -2.2672962299915795 False 0.07 Inputed -19.303305230699177 -19.345255102561676 """""" """""" """"""
-0.17018494346395527 0.2531386476297822 -8.04259090605079 18.798054222816845 5205.6734401229805 128.03130642548086 18 15 15 43.97385419998318 60 True False 2019czu 281.29557749999 47.537532305555 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 281.29557749999 47.537532305555 TNS 2019czu ZTF19aanuipr 2019czu SNIa 0.07 0.10717622791932513 0.6476818262955746 0.22672312513313386 0.3562394388596388 0.6476818262955746 0.9869799069885374 12.11599691694761 12.11599691694761 31.85785728303557 31.85785728303557 58584.51771989977 58572.431631899904 18.4500637364421 18.46688326536242 18.4500637364421 1.715530283999167 2.4769234478126516 4.165816317275978 281.29697264 47.53820457 0.002763435299768524 16.859004598259926 17.65518678677082 17.145392750000955 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.4769234478126516 4.165816317275978 281.29697264 47.53820457 0.002763435299768524 16.859004598259926 17.65518678677082 17.145392750000955 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.086087999865413 4.165816317275978 2.4769234478126516 0.5097940367698648 1.681851056379951 -0.8116964785915997 -1.3046709864411454 False 0.07 Inputed -19.045102215148695 -19.028282686228376 """""" """""" """"""
-0.11434060011999919 0.35355984407603164 -9.577886493842932 19.157038208934868 5500.362734855033 85.4379899525011 23 13 13 28.91741900006309 47 True True 2021djz 202.98124166666665 -2.4514944444444446 SNIa 0.087 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 202.98124166666665 -2.4514944444444446 TNS 2021djz ZTF21aalnxkl 2021djz SNIa 0.087 0.09871106896677162 0.9724355402976279 0.28045543515091254 0.48517125951197926 0.9724355402976279 1.5810865903713918 9.499935299461171 9.499935299461171 19.41748370060192 19.41748370060192 59273.44481479982 59263.46002310002 18.785372866547817 18.90629436370637 18.785372866547817 1.3392053059497162 1.815553659239782 0.8859482060425585 202.98105284375902 -2.4513364104769098 0.002391146806835498 18.113679306787255 18.535612316747905 18.274195219314098 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.815553659239782 0.8859482060425585 202.98105284375902 -2.4513364104769098 0.002391146806835498 18.113679306787255 18.535612316747905 18.274195219314098 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.984791699796915 0.8859482060425585 1.815553659239782 0.2614170974338066 0.4879768777605435 -0.3706820469584642 -0.5111776472337191 False 0.087 Inputed -19.19000158675291 -19.069080089594358 """""" """""" """"""
-0.11566078005485456 0.2803694472350359 -18.92633286634417 17.47472051545732 5700.286771382638 97.82322628209134 11 10 10 41.039710599929094 35 True False 2020gho 166.91356666666664 -5.538561111111111 SNIa 0.051 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 166.91356666666664 -5.538561111111111 TNS 2020gho ZTF20aauyhea 2020gho SNIa 0.051 0.16702199786710992 0.9410124706875393 0.332100058213328 0.5151173615467535 0.9410124706875393 1.4584148439609237 -7.931706247762122 -7.931706247762122 48.971416847691216 48.971416847691216 58955.18185190018 58955.18185190018 17.415221023004474 17.415221023004474 17.43802473855846 5.993912612359942 2.1384844186349254 0.3757528779962402 166.91358825 -5.53845897 0.00038824623053568263 15.355030072867871 16.4137845097065 15.70053964369297 0.96 """""" """""" """""" """""" 0 False True all False False 0 2.1384844186349254 0.3757528779962402 166.91358825 -5.53845897 0.00038824623053568263 15.355030072867871 16.4137845097065 15.70053964369297 0.96 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.3757528779962402 2.1384844186349254 0.7132448660135289 0.1757098974965164 -1.0014365132979748 -1.737485094865491 False 0.051 Inputed -19.360026062540005 -19.382829778093992 """""" """""" """"""
-0.15271138852125327 0.31467530761634954 -9.134795520341264 18.343012369166026 5760.9368851470845 146.11238869855333 42 22 22 38.92539360001683 80 True True 2020rsj 317.8017833333333 4.8391111111111105 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 317.8017833333333 4.8391111111111105 TNS 2020rsj ZTF20absfrbq 2020rsj SNIa 0.07 -0.034427452283193105 0.3838820259999203 0.0592249305625252 0.15990415810876613 0.3838820259999203 0.6407897045746012 14.459495941194096 14.459495941194096 24.465897658822737 24.465897658822737 59091.37763890019 59075.354583300184 17.88693760296455 17.88693760296455 18.02911230665033 1.4681492565188894 2.255030684778787 0.486524324970333 317.80165276601304 4.8391476875855854 0.0006776549705592716 15.943472521238327 16.928141244049073 16.277046109170914 0.655 """""" """""" """""" """""" 0 False True all False False 0 2.255030684778787 0.486524324970333 317.80165276601304 4.8391476875855854 0.0006776549705592716 15.943472521238327 16.928141244049073 16.277046109170914 0.655 False False 0.3 0.7 1.5 0.02 8 3 16.023055600002408 0.486524324970333 2.255030684778787 0.6510951348781582 0.2157506451039977 -0.9587963589154782 -1.7520661974794152 False 0.07 Inputed -19.466053644940466 -19.608228348626245 """""" """""" """"""
-0.16279672635065603 0.39839924647864944 -2.9003283036791787 18.86305547076676 6051.155638486176 72.05958067988054 79 41 41 32.964340299833566 36 True False 2020buv 213.99351249999998 68.29760555555555 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 213.99351249999998 68.29760555555555 TNS 2020buv ZTF20aaljgcp 2020buv SNIa 0.08 -0.12505913005257696 0.7925969105171937 0.05768569608989793 0.2693116623066203 0.7925969105171937 1.4760784917779475 12.773628932984897 12.773628932984897 20.190711366848667 20.190711366848667 58890.51215279987 58880.49126160005 18.4081346180565 18.4081346180565 18.626059265977563 0.6658620500686405 1.2097161616616348 2.1397264558116884 213.99503604 68.29741616 0.0012041241320646101 17.594368559098243 18.733296652364732 18.007236506772042 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.2097161616616348 2.1397264558116884 213.99503604 68.29741616 0.0012041241320646101 17.594368559098243 18.733296652364732 18.007236506772042 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.020891199819744 2.1397264558116884 1.2097161616616348 0.7260601455926903 1.7687838880094118 0.32516203430823154 -0.6188227592055213 False 0.08 Inputed -19.163874756093815 -19.381799404014878 """""" """""" """"""
-0.20814439272494847 0.442940947714543 -13.190368876362333 17.927972939351655 5141.2342982238115 185.72428207437758 22 10 10 29.038819499779493 54 True True 2019fes 154.02116708333 60.421561 SNII 0.03084 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 154.02116708333 60.421561 TNS 2019fes ZTF19aauvbqv 2019fes SNII 0.03084 0.13786093225647633 0.4995398174522272 0.22099387283464011 0.3088507200688184 0.4995398174522272 0.7116337433733975 7.820972056635103 7.820972056635103 21.21784744314439 21.21784744314439 58634.27694439981 58617.17788190022 18.22045839791191 18.365881910822225 18.22045839791191 1.5578451162609592 4.198727219783584 9.699862894997915 154.0266125212375 60.42137466503725 0.003959424204408646 15.532215367039441 16.270274536876677 15.821329959085585 1.0 """""" """""" """""" """""" 2 False True all False False 0 1.2436495995148986 3.127209651232475 154.02285814 60.42132057 0.0050535578120118885 18.924478487223386 17.0036625274837 16.428321644067765 1.0 False False 0.3 0.7 1.5 0.02 8 3 17.099062499590218 9.699862894997915 4.198727219783584 0.4489445777910923 2.310191252552453 -2.0956073739455476 -2.399128438826324 False 0.03084 Inputed -17.474756050921286 -17.32933253801097 """""" """""" """"""
-0.1741774203333478 0.15624015202849784 -8.522852884544706 19.00106431274281 5277.105743412182 112.26233950179702 52 34 34 54.9085069000721 36 True True 2021mld 230.00476666666663 22.88667222222222 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 230.00476666666663 22.88667222222222 TNS 2021mld ZTF21abbjybk 2021mld SNIa 0.08 0.10640211344469463 0.7368042250539588 0.24345129181484992 0.3935725054497503 0.7368042250539588 1.1444846141037104 14.132509629167021 14.132509629167021 40.77599727090508 40.77599727090508 59361.31587960012 59349.318391200155 18.392974611009247 18.392974611009247 18.477723354058966 1.5271566267403596 0.43659492612019934 0.7993912736599584 230.004538268801 22.88660128515475 0.0018477861852339572 20.80013324781656 21.309499920110703 21.09644294016838 0.25999999999999995 """""" """""" """""" """""" 0 False True all False False 0 0.43659492612019934 0.7993912736599584 230.004538268801 22.88660128515475 0.0018477861852339572 20.80013324781656 21.309499920110703 21.09644294016838 0.25999999999999995 False False 0.3 0.7 1.5 0.02 8 3 11.997488399967551 0.7993912736599584 0.43659492612019934 0.21305697994232276 1.830967851055322 2.9165253091014556 2.618719586109414 False 0.08 Inputed -19.312210668012412 -19.39695941106213 """""" """""" """"""
-0.157701447310751 0.2725078108584509 -4.125118523191256 18.892259270708855 4056.169450647072 182.4023770607699 21 14 14 31.05505790002644 34 True True 2020ihw 138.53534166666662 56.09022777777778 SNIa 0.0508 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 138.53534166666662 56.09022777777778 TNS 2020ihw ZTF20aawcjrx 2020ihw SNIa 0.0508 0.4502885319068568 0.8951329081646868 0.55274564742788 0.660870349453976 0.8951329081646868 1.155240229862656 13.182070165145284 13.182070165145284 17.872987734881157 17.872987734881157 58974.24562499998 58965.18241900019 18.578456279751254 18.9725602166302 18.578456279751254 0.5815194986770987 1.830449656047765 2.7134416407370012 138.53554643607902 56.09097280430625 0.0009759786882483912 16.411821916030647 17.44877862320423 16.74837709149122 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.830449656047765 2.7134416407370012 138.53554643607902 56.09097280430625 0.0009759786882483912 16.411821916030647 17.44877862320423 16.74837709149122 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.063205999787897 2.7134416407370012 1.830449656047765 0.700401531713009 1.4823907512407404 -1.5237815934259693 -1.830079188260033 False 0.0508 Inputed -18.21096004197875 -17.816856105099806 """""" """""" """"""
-0.16177282246353447 0.2928344350153597 -14.2584869652472 19.111955411604924 5604.654179283822 197.43978962764925 40 25 25 49.98391199996695 47 True True 2020aawb 170.76004166666664 34.15236111111111 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 170.76004166666664 34.15236111111111 TNS 2020aawb ZTF20acsfdnn 2020aawb SNIa 0.09 0.015627749770541044 0.32536232239775487 0.08704584012572525 0.1623700447746721 0.32536232239775487 0.5059156827496345 12.379661719376449 12.379661719376449 37.6042502805905 37.6042502805905 59192.53376160003 59173.487418999895 18.484993343285947 18.484993343285947 18.74167159090685 0.8366174772752573 1.3014248097569188 1.1795677126968596 170.75982555034852 34.15208656899175 0.0028819067063503567 19.066260261278153 19.654965053794385 19.24162709337115 0.9899999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.3014248097569188 1.1795677126968596 170.75982555034852 34.15208656899175 0.0028819067063503567 19.066260261278153 19.654965053794385 19.24162709337115 0.9899999999999999 False False 0.3 0.7 1.5 0.02 8 3 19.046342600136995 1.1795677126968596 1.3014248097569188 0.41333796042323456 0.9063663946265019 1.1699717105084382 0.49995550246429943 False 0.09 Inputed -19.308713054272385 -19.56539130189329 """""" """""" """"""
-0.14126985085380064 0.44033988588620065 -6.3648664072506165 18.406560395499135 5407.460760260542 177.47764252969975 40 19 19 26.020648200064898 43 True True 2021oud 189.92462499999996 16.537911111111114 SNIa 0.066041 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 189.92462499999996 16.537911111111114 TNS 2021oud ZTF18aagtwyh 2021oud SNIa 0.066041 0.014891972520398866 0.3634699111013333 0.09453930548792044 0.1790402498220729 0.3634699111013333 0.5700107676889203 11.51582484710039 11.51582484710039 14.504823352964507 14.504823352964507 59381.280520800035 59369.20579859987 18.248539311687004 18.248539311687004 18.250644233982936 0.7509950337484118 0.9493773048479995 0.2597350517689901 189.9246638137485 16.53797292521105 0.00018228349702120727 16.482962209445834 17.664183634339572 16.85791692275524 0.795 """""" """""" """""" """""" 0 False True all False False 0 0.9493773048479995 0.2597350517689901 189.9246638137485 16.53797292521105 0.00018228349702120727 16.482962209445834 17.664183634339572 16.85791692275524 0.795 False False 0.3 0.7 1.5 0.02 8 3 12.074722200166434 0.2597350517689901 0.9493773048479995 0.8062667115843318 0.2735846437898314 -0.5843556773474319 -1.392727311227695 False 0.066041 Inputed -19.116162333808322 -19.118267256104254 """""" """""" """"""
-0.17074396027599595 0.4337434039269683 -5.284602903774411 18.318936427769838 5593.739406691184 168.1839910573684 20 14 14 28.997268500272185 86 True True 2020byb 261.5056541666666 34.62736388888889 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 261.5056541666666 34.62736388888889 TNS 2020byb ZTF20aammicx 2020byb SNIa 0.08 -0.03659541838985447 0.3192690040140391 0.04423163050275747 0.13031847929046947 0.3192690040140391 0.5323597371334614 8.69867585111675 8.69867585111675 20.298592649155434 20.298592649155434 58894.55839119991 58885.46724539995 18.069979402963735 18.069979402963735 18.099649509716397 0.28179846646536905 1.0918668752847092 1.0663019079841427 261.506012832009 34.627388946668 0.0001499477449882214 15.600852731792926 16.695805401260856 15.948937876472474 0.59 """""" """""" """""" """""" 0 False True all False False 0 1.0918668752847092 1.0663019079841427 261.506012832009 34.627388946668 0.0001499477449882214 15.600852731792926 16.695805401260856 15.948937876472474 0.59 False False 0.3 0.7 1.5 0.02 8 3 9.091145799960941 1.0663019079841427 1.0918668752847092 0.7468675247883816 0.9765860034045815 -1.3741740017028796 -2.1507116332439224 False 0.08 Inputed -19.69028451235498 -19.719954619107643 """""" """""" """"""
-0.16888745067025546 0.2117616541588639 -10.152326317931179 19.1071597372208 5275.616440250077 156.42631452086613 96 49 49 60.938449000008404 36 True True 2020acmn 29.861987499999998 4.229166666666667 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 29.861987499999998 4.229166666666667 TNS 2020acmn ZTF20acxbnjd 2020acmn SNIa 0.1 0.09072646014668351 0.5153222071115167 0.18671897555199735 0.2892606725011184 0.5153222071115167 0.7717645407532601 13.978688091413956 13.978688091413956 46.95976090859445 46.95976090859445 59210.15196759999 59195.212245400064 18.388774478786786 18.58670353075224 18.388774478786786 1.1798749859575222 2.5826834270860624 2.138037760000824 29.86142451362305 4.22936028130194 0.0031581429223522806 17.420658625962734 18.24634911218405 17.807252520598173 0.9850000000000001 """""" """""" """""" """""" 1 False True all False False 0 0.7 0.6393276668264756 29.8618443622245 4.2290610183365 0.01772302754786481 23.09538645870924 23.973767162394523 23.1236921433115 0.9 False False 0.3 0.7 1.5 0.02 8 3 14.93972219992429 2.138037760000824 2.5826834270860624 0.43909659158587644 0.8278357841220538 -0.3403544185681895 -0.5815219581886133 False 0.1 Inputed -19.89496761968414 -19.69703856771869 """""" """""" """"""
-0.18769698201760943 0.2953226233432314 -8.304842677378536 14.833001849662296 3833.190278613921 855.4390916368858 69 45 45 59.90217590006068 1094 True True 2020oi 185.728875 15.823599999999 SNIc 0.0052 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 185.728875 15.823599999999 TNS 2020oi ZTF20aaelulu 2020oi SNIc 0.0052 0.5313819114485252 0.6222368552405868 0.5537066747482768 0.5762891721473977 0.6222368552405868 0.6692442073098448 10.132598038104156 10.132598038104156 49.76957786195653 49.76957786195653 58867.48156249989 58855.54229169991 13.792566614935962 14.20348580553665 13.792566614935962 165.0669385167511 3.4575318565615496 4.2713406708992805 185.73010353 15.82370333 0.000122545718175604 12.157423591530323 17.48664892475605 17.862698189210892 1.0 """""" """""" """""" """""" 3 False True all False False 0 2.8438445185479657 0.6566366297072059 185.72869065 15.82355744 0.0012320412887001364 16.117729637676476 11.145460093176364 16.323506332695484 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.939270799979568 4.2713406708992805 3.4575318565615496 -0.3760492644548421 1.2353727595577524 3.2831631192194006 4.07013157427493 False 0.0052 Inputed -18.0228852204682 -17.611966029867514 """""" """""" """"""
-0.14063211223100672 0.32626808788030137 -7.590968550978541 18.612462009721042 4560.272363723794 205.96008400677215 18 6 6 40.81259260000661 93 True True 2019anr 163.61525708333 7.1424231944444 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 163.61525708333 7.1424231944444 TNS 2019anr ZTF19aakisjl 2019anr SNIa 0.06 0.27246740869918185 0.6240586424413337 0.35408012680388623 0.4397780079834952 0.6240586424413337 0.8266431907332361 0.37332823966885353 0.37332823966885353 40.43926436033776 40.43926436033776 58526.42032410018 58526.42032410018 18.715273094326616 18.715273094326616 18.765409261671444 2.8404593309068344 3.63893451648068 22.724510411938688 163.6089028556295 7.14272971005688 0.0043695905745007035 14.02901795465827 15.251454681622981 14.376338228325842 0.985 """""" """""" """""" """""" 13 False True all False False 0 0.7 6.0517739396890216 163.61641241 7.14365274 0.7987501388197924 25.339887135601042 23.64 23.59312903779745 0.5 False False 0.3 0.7 1.5 0.02 8 3 0.0 22.724510411938688 3.63893451648068 0.8751164532971387 6.244825321538412 -3.4638184127036347 -4.389071033345601 False 0.06 Inputed -18.390091719526357 -18.440227886871185 """""" """""" """"""
-0.038975097585719404 0.3122194999520965 -1.7040482537106978 19.52665033616846 5094.456219096427 209.3069936134103 18 14 14 57.79010420013219 51 True True 2018lao 130.77836833333 -3.966462694444 SNII 0.058 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 130.77836833333 -3.966462694444 TNS 2018lao ZTF18acxwsvb 2018lao SNII 0.058 0.059408156643677046 0.35937282581107155 0.12893656141143595 0.20201772141646757 0.35937282581107155 0.5325934729953943 40.204997054242384 40.204997054242384 17.585107145889804 17.585107145889804 58480.478460600134 58468.43589119986 19.145856004089065 19.145856004089065 19.305728916938726 2.2873357541174193 2.55473267791923 2.3394534610724005 130.7778634890685 -3.96605201901364 0.0020413435218268328 16.83191452444315 17.568986481708286 17.100705071331262 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.55473267791923 2.3394534610724005 130.7778634890685 -3.96605201901364 0.0020413435218268328 16.83191452444315 17.568986481708286 17.100705071331262 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.042569400276989 2.3394534610724005 2.55473267791923 0.4682814103770241 0.9157331729039574 -1.576869522380779 -2.205023845607464 False 0.058 Inputed -17.775154642028944 -17.935027554878605 """""" """""" """"""
-0.13289083897213827 0.4469178029962756 -6.090574017635847 18.939918267675075 6026.097474908864 179.8196093840667 18 16 16 23.94046299997717 49 True True 2020uzt 243.49118749999997 49.97578055555556 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 243.49118749999997 49.97578055555556 TNS 2020uzt ZTF20acgpigm 2020uzt SNIa 0.09 -0.12777534805459823 0.17817962715657032 -0.05798478585781197 0.01614102659749861 0.17817962715657032 0.3599660294022655 8.886235905714097 8.886235905714097 15.054227094263075 15.054227094263075 59135.09585649986 59126.179513900075 18.66937686065899 18.66937686065899 18.79392095824486 0.3340492692051392 1.2188190172114466 3.0520904186456153 243.49082801026202 49.97659622763535 0.004151405425765087 18.724846208456157 19.234546562502384 19.034231723598836 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.2188190172114466 3.0520904186456153 243.49082801026202 49.97659622763535 0.004151405425765087 18.724846208456157 19.234546562502384 19.034231723598836 0.99 False False 0.3 0.7 1.5 0.02 8 3 8.916342599783093 3.0520904186456153 1.2188190172114466 0.20031483890354806 2.5041375097908602 0.565169701843395 0.2403107653539749 False 0.09 Inputed -19.256463686934374 -19.381007784520246 """""" """""" """"""
-0.1761476525699005 0.31449158335340344 -4.725711655454647 18.54333833311111 5530.828366240293 110.37266979164059 47 25 25 42.9473610999994 59 True True 2021uij 231.85996666666662 28.845475 SNIa 0.061306 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 231.85996666666662 28.845475 TNS 2021uij ZTF21abowpnd 2021uij SNIa 0.061306 -0.006336310543328949 0.5869965639065526 0.12196408017797111 0.26299808334860586 0.5869965639065526 0.9738912325995237 12.863982996192313 12.863982996192313 30.083378103807085 30.083378103807085 59434.227928199805 59423.20543979993 18.14279759089445 18.14279759089445 18.255204659916558 1.4065603843027816 2.1092090537254267 34.99039078727443 231.8500524689585 28.84984072542255 0.016200118984324496 14.734773702620863 16.005144776113035 15.1797566043365 0.975 """""" """""" """""" """""" 21 True True all False False 0 1.5894660946058052 1.3659088974101197 231.8603282777695 28.8452661172365 0.0009918213820113708 17.15783864430189 18.16202996584654 17.517139063720705 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.022488399874419 34.99039078727443 2.1092090537254267 0.8253881717765346 16.589342211229393 -2.137652814781415 -3.0754480555800576 False 0.061306 Inputed -18.947706015154676 -19.060113084176784 """""" """""" """"""
-0.1618882704721541 0.288779783750289 -8.648422022122674 17.14023725193935 4276.66696017982 218.30708008841344 42 29 29 71.0135185001418 93 True True 2019gcd 328.99184291666 27.899011805555 SNIa 0.019513 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 328.99184291666 27.899011805555 TNS 2019gcd ZTF19aawfcgp 2019gcd SNIa 0.019513 0.3860934689247095 0.7385270626890694 0.4683309917303937 0.5543890619477594 0.7385270626890694 0.9396932199639352 11.056099550951096 11.056099550951096 59.9574189491907 59.9574189491907 58646.46679400001 58634.43479169998 16.744447549432426 17.075026207956558 16.744447549432426 5.416360352482309 6.47136148079162 16.870700931593785 328.997126748578 27.8986178822445 0.0017312512098219823 13.112267527580261 14.271291800880432 14.920036985855102 0.9916666666666667 """""" """""" """""" """""" 4 False True all False False 0 0.7 5.013857529448229 328.99248738 27.90028276 0.04191575554432181 21.037189368104936 17.676795911026 21.803019982123374 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.032002300024033 16.870700931593785 6.47136148079162 -0.6487451849746702 2.606978605919268 -2.803734407076126 -1.8244105635773238 False 0.019513 Inputed -17.95064879175485 -17.62007013323072 """""" """""" """"""
-0.10111106296718314 0.45955348148707115 -11.29406068461482 18.69494550704943 4354.797770010173 178.99071360544485 33 16 16 29.884293999988586 72 True False 2018fzn 297.48712041666 59.592826611111 SNIIb 0.0375 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 297.48712041666 59.592826611111 TNS 2018fzn ZTF18abojpnr 2018fzn SNIIb 0.0375 0.3955559340651078 0.8365051119894247 0.4969051840669678 0.6040065243527906 0.8365051119894247 1.0952809533707217 11.42754005519146 11.42754005519146 18.456753944797125 18.456753944797125 58374.333090300206 58359.30105319992 18.50236796435653 18.86499270947066 18.50236796435653 0.746399593552896 1.8613134401762892 1.304640499545713 297.48763527 59.59307846 0.0029583042326738473 18.25228826081753 18.821696704769135 18.41420424194336 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.8613134401762892 1.304640499545713 297.48763527 59.59307846 0.0029583042326738473 18.25228826081753 18.821696704769135 18.41420424194336 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.032037100289017 1.304640499545713 1.8613134401762892 0.40749246282577545 0.7009246650161982 -0.04329600470152428 -0.08816372241317083 False 0.0375 Inputed -17.62097716102528 -17.25835241591115 """""" """""" """"""
-0.12505809047017774 0.332163981525875 -5.463372983120868 16.541813856798726 5357.546586281839 207.81864432224728 59 35 35 72.95697910012677 55 True True 2019lsu 7.2153366666666 -1.073460111111 SNIa 0.037 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 7.2153366666666 -1.073460111111 TNS 2019lsu ZTF19abheamc 2019lsu SNIa 0.037 0.014480104097351898 0.30691337588837797 0.08218001480926063 0.15339644797366958 0.30691337588837797 0.47614770674948304 12.368536539161655 12.368536539161655 60.58844256096512 60.58844256096512 58699.4395486 58690.420555599965 16.022285396584966 16.022285396584966 16.259436534052927 24.999019953181637 1.3752261816647238 2.742166258574996 7.214879588650231 -1.072850718432735 0.0011688656868801273 17.069904310832023 17.738907420346735 17.35987444006443 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.3752261816647238 2.742166258574996 7.214879588650231 -1.072850718432735 0.0011688656868801273 17.069904310832023 17.738907420346735 17.35987444006443 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 9.018993000034243 2.742166258574996 1.3752261816647238 0.3790329802823038 1.993974733127593 1.7166220237617686 1.1004379060115035 False 0.037 Inputed -19.834496665198188 -20.07164780266615 """""" """""" """"""
-0.16050605954261557 0.23408749037696763 -4.175771095218843 18.65605172224949 5022.105842805531 185.80508998274985 26 20 20 58.93758099991828 41 True True 2020flg 199.73409583333333 1.2274055555555556 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 199.73409583333333 1.2274055555555556 TNS 2020flg ZTF20aatqief 2020flg SNIa 0.08 0.10066244572383098 0.45306857944490275 0.18162238053112034 0.2672122458124697 0.45306857944490275 0.6598973543797726 8.91732329271722 8.91732329271722 50.02025770720106 50.02025770720106 58940.356527800206 58936.31019680016 18.20376537753777 18.20376537753777 18.469961277566444 1.7539272862918625 0.7916380691790769 0.18751275068115328 199.7341451938745 1.22738889129793 0.001491504179030434 19.734441468030212 20.229155548595187 19.99111537374258 0.73 """""" """""" """""" """""" 0 False True all False False 0 0.7916380691790769 0.18751275068115328 199.7341451938745 1.22738889129793 0.001491504179030434 19.734441468030212 20.229155548595187 19.99111537374258 0.73 False False 0.3 0.7 1.5 0.02 8 3 4.046331000048667 0.18751275068115328 0.7916380691790769 0.23804017485260687 0.23686676775865856 2.025390171057417 1.5211540961761365 False 0.08 Inputed -19.319972744504934 -19.586168644533608 """""" """""" """"""
-0.011011928918064873 0.24180469793276643 -15.743747983058508 18.797464392555632 4932.4892998777705 192.83004426733893 79 50 50 73.89037030003965 65 True True 2021gvv 256.14998749999995 14.080380555555555 SNII 0.038 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 256.14998749999995 14.080380555555555 TNS 2021gvv ZTF21aaqmoof 2021gvv SNII 0.038 0.21818798391880279 0.58377916565642 0.3025688119927068 0.3915029318043679 0.58377916565642 0.7966062067277981 137.08180012443856 137.08180012443856 -63.19142982439891 -63.19142982439891 59319.39297450008 59295.48443289986 18.640242646206463 18.640607234357102 18.640242646206463 1.2348295322819156 1.6821084490163438 0.7854827898736741 256.14976382095597 14.08040369989165 0.0041111467787282585 19.03520244936466 19.631114096927643 19.21499445625782 0.985 """""" """""" """""" """""" 0 False True all False False 0 1.6821084490163438 0.7854827898736741 256.14976382095597 14.08040369989165 0.0041111467787282585 19.03520244936466 19.631114096927643 19.21499445625782 0.985 False False 0.3 0.7 1.5 0.02 8 3 23.908541600219905 0.7854827898736741 1.6821084490163438 0.4161196406698231 0.4669632272122558 0.9905068625705411 0.5747518100513567 False 0.038 Inputed -17.51212800468713 -17.511763416536493 """""" """""" """"""
-0.18242895522506541 0.26128300317205977 -8.245264150748131 15.92586397633901 5427.376996636118 203.5560108472319 28 18 18 39.02856480004266 76 True False 2019nju 54.723684999999 66.295119111111 SNIa 0.02 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 54.723684999999 66.295119111111 TNS 2019nju ZTF19ablpxtf 2019nju SNIa 0.02 0.016218929787532588 0.3158101032201941 0.08546654683393662 0.15838595868510552 0.3158101032201941 0.48968382157346113 10.056169983074378 10.056169983074378 28.972394816968283 28.972394816968283 58707.41372689977 58696.46940970002 15.313162757024743 15.313162757024743 15.533460440706435 0.8560146249769911 5.204813832600867 12.262223864635965 54.72952106 66.29758846 0.0009314660811483577 13.030651440429688 19.003393556976317 18.269073988342285 0.6666666666666666 """""" """""" """""" """""" 2 False True all False False 0 2.6900587957547186 8.30308724385504 54.72604927 66.29722058 0.0010475596038400647 14.464428470611573 14.577834540557863 13.49090220603943 0.45999999999999996 False False 0.3 0.7 1.5 0.02 8 3 10.94431719975546 12.262223864635965 5.204813832600867 0.7343195686340316 2.355938993980978 3.690230799951573 2.7356135476358503 False 0.02 Inputed -19.215434327779658 -19.43573201146135 """""" """""" """"""
-0.16688679751241067 0.2472919805446548 -10.045591787954846 17.874556539707033 6097.9379364752795 90.72820900818425 25 17 17 46.98920139996335 50 True True 2018jnf 177.67816708333 24.689739 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 177.67816708333 24.689739 TNS 2018jnf ZTF18acurlbj 2018jnf SNIa 0.05 -0.045779342544975066 0.6845474603524657 0.10706184346413394 0.27860492802989967 0.6845474603524657 1.1873149589363194 8.347216024273688 8.347216024273688 38.64198537568966 38.64198537568966 58471.50547449989 58461.48472219985 17.356605469804823 17.356605469804823 17.51074259661764 5.590449708423256 2.2012402223310055 5.344521760911985 177.67671323397298 24.6904165877858 0.00449572942572396 17.323054247249964 17.681229872546197 17.508297838028668 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 2.6354074853604588 177.677389323126 24.6899301575737 0.02088555139016901 21.570753982975482 21.9051973531723 21.671756214039327 0.15 False False 0.3 0.7 1.5 0.02 8 3 10.020752300042659 5.344521760911985 2.2012402223310055 0.1729320345175296 2.4279593415989824 0.3246244027413745 -0.0024447585889717516 False 0.05 Inputed -19.243796034557636 -19.397933161370453 """""" """""" """"""
-0.08358637179081059 0.33394897905766807 -6.66649702840987 19.45937177699436 5253.547229758589 217.63397334381693 26 9 9 16.976898199878633 47 True False 2021uhn 319.4265041666667 -20.02853611111111 SNIa 0.123 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 319.4265041666667 -20.02853611111111 TNS 2021uhn ZTF21abpland 2021uhn SNIa 0.123 0.047737904586416136 0.3326773237531562 0.1139638066183224 0.18345040042244065 0.3326773237531562 0.49640399588240314 12.451740120289328 12.451740120289328 4.525158079589305 4.525158079589305 59428.37709489977 59422.38021990005 19.213415568098554 19.305120571924622 19.213415568098554 2.0950458135721544 1.5933716008921583 1.9310301469166953 319.42633621 -20.02802345 0.0016517252746846012 17.634410065841674 18.542044190549852 17.944096849679948 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.5933716008921583 1.9310301469166953 319.42633621 -20.02802345 0.0016517252746846012 17.634410065841674 18.542044190549852 17.944096849679948 1.0 False False 0.3 0.7 1.5 0.02 8 3 5.996874999720603 1.9310301469166953 1.5933716008921583 0.5979473408699043 1.2119144999418061 -0.7630763813747699 -1.2693187184186066 False 0.123 Inputed -19.52992749693206 -19.438222493105993 """""" """""" """"""
-0.1994032170295336 0.23180463547791166 -6.954971936549734 16.169060371937285 4748.927828645548 130.1622710554689 177 87 87 73.87697910005227 45 True True 2021dn 124.79037083333333 24.78247777777778 SNIa 0.0155 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 124.79037083333333 24.78247777777778 TNS 2021dn ZTF21aaampui 2021dn SNIa 0.0155 0.23365271299381973 0.8092925648330436 0.36152713269381564 0.4996658607499356 0.8092925648330436 1.168151397669682 15.419642925127228 15.419642925127228 58.45733617492504 58.45733617492504 59232.38385420013 59217.34041670011 15.721335101409734 15.721335101409734 15.76388370701264 18.56624911049145 0.9372691977134594 6.898636432136814 124.79122153402099 24.78072403404955 0.07487455201459758 20.98860611927986 21.772464367038012 20.905164010744095 0.9437500000000001 """""" """""" """""" """""" 0 False True all False False 0 0.9372691977134594 6.898636432136814 124.79122153402099 24.78072403404955 0.07487455201459758 20.98860611927986 21.772464367038012 20.905164010744095 0.9437500000000001 False False 0.3 0.7 1.5 0.02 8 3 15.043437500018626 0.0 0.0 0.0 0.0 7.918664898590267 7.506116292987359 True 0.0155 Inputed -18.42902472849856 -18.471573334101464 """""" """""" """"""
-0.11900624353193932 0.10344570370794946 -20.332993251517706 16.921602929618082 4819.543593671524 525.0673038092965 191 26 26 66.86678240029141 64 True True 2019kud 221.12387499999 33.986119 SNIIn 0.032412 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 221.12387499999 33.986119 TNS 2019kud ZTF19abecaca 2019kud SNIIn 0.032412 0.18720222720885005 0.31021193069416597 0.21706121374944232 0.24751003800848537 0.31021193069416597 0.3753786958008831 26.59989185494674 26.59989185494674 40.26689054534467 40.26689054534467 58698.17982639978 58670.31071759993 16.404085809191855 16.569481948676643 16.404085809191855 11.251752692153218 5.842177857347178 12.373383268074546 221.1210928803285 33.988666917192 0.008554852326602136 15.805517792888285 16.238486591276526 15.968323002234698 0.9799999999999999 """""" """""" """""" """""" 8 False True all False False 0 0.7 2.9407062469987535 221.12459449 33.98556101 0.10979441885417862 23.58650519913733 21.187412651371957 23.653967812007664 0.5 False False 0.3 0.7 1.5 0.02 8 3 27.86910879984498 12.373383268074546 5.842177857347178 0.2701635890418288 2.1179401877526995 -0.3309953574001163 -0.4357628069571575 False 0.032412 Inputed -19.39992823858273 -19.234532099097944 """""" """""" """"""
-0.10911745030058231 0.33229020573537804 -23.509083398357475 18.663173230517934 5696.889703269047 206.1234154721588 14 14 14 36.87693280028179 34 True False 2020suj 345.1266708333333 -21.913027777777778 SNIa 0.079 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 345.1266708333333 -21.913027777777778 TNS 2020suj ZTF20abzayoe 2020suj SNIa 0.079 0.051125056294957005 0.35436318238027553 0.12132163542579733 0.19516719999555932 0.35436318238027553 0.529882383993332 -12.45469628097322 -12.45469628097322 49.331629081255016 49.331629081255016 59107.29340279987 59106.33590279985 18.584438584446865 18.71297585983045 18.584438584446865 0.7194264358809663 2.5720103909958816 6.901791452495114 345.12614677 -21.91117329 0.0025859369856341408 16.0211120290637 23.64 16.416275238585474 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 5.818796251953701 345.1261852 -21.91147551 0.1956203313626541 22.81 16.94848119418621 23.27 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.9575000000186265 6.901791452495114 2.5720103909958816 7.223724761414527 2.6834228495565067 4.92702414016955 -2.168163345861391 False 0.079 Inputed -19.17770557876463 -19.049168303381045 """""" """""" """"""
-0.05852550255206023 0.3636777822499991 -19.958682507997416 18.577547189434362 5387.676781296256 222.4775821490243 72 33 33 73.81034719990566 39 True False 2021elz 210.04519999999997 -12.316366666666667 SLSN-II 0.26 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 210.04519999999997 -12.316366666666667 TNS 2021elz ZTF21aanefkx 2021elz SLSN-II 0.26 0.0962413929519279 0.3842489989133142 0.16333043534180547 0.2336194252172774 0.3842489989133142 0.5490756055316979 31.239634050127716 31.239634050127716 42.570713149777944 42.570713149777944 59300.398564800154 59266.48309030011 18.266989843595663 18.305331240151325 18.266989843595663 0.5407746055694094 0.9657326474412349 1.671018795291815 210.04544834 -12.31676238 0.015044715323754843 21.5448882550478 21.846113137340545 21.233690034008028 0.875 """""" """""" """""" """""" 0 False True all False False 0 0.9657326474412349 1.671018795291815 210.04544834 -12.31676238 0.015044715323754843 21.5448882550478 21.846113137340545 21.233690034008028 0.875 False False 0.3 0.7 1.5 0.02 8 3 33.915474500041455 1.671018795291815 0.9657326474412349 0.6124231033325174 1.7303120068678188 3.5407818971892198 2.9667001904123644 False 0.26 Inputed -22.150411727903062 -22.1120703313474 """""" """""" """"""
-0.13197609894908638 0.32597027517649746 -3.6524415978201836 19.37841216275747 5792.267129096856 214.12974020736635 24 9 9 39.97327549988404 31 True True 2020dvk 235.55674166666662 23.88488611111111 SNIa 0.122 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 235.55674166666662 23.88488611111111 TNS 2020dvk ZTF20aaqtnam 2020dvk SNIa 0.122 -0.09972089080774538 0.15843588605537562 -0.03993412337858615 0.02294357722687934 0.15843588605537562 0.30771551088136206 12.84055612340867 12.84055612340867 27.13271937647537 27.13271937647537 58911.524455999956 58903.525034700055 19.01752018931256 19.01752018931256 19.11209520085372 0.8456855643362969 0.8542366141317704 2.3747172967277934 235.55624016 23.8853603 0.060551999103019005 23.05097186181545 23.46542777826786 23.57666909210682 0.5 """""" """""" """""" """""" 0 False True all False False 0 0.8542366141317704 2.3747172967277934 235.55624016 23.8853603 0.060551999103019005 23.05097186181545 23.46542777826786 23.57666909210682 0.5 False False 0.3 0.7 1.5 0.02 8 3 7.99942129990086 2.3747172967277934 0.8542366141317704 -0.11124131383895985 2.7799291875839462 4.4479075889552995 4.4645738912530994 False 0.122 Inputed -19.613095766024202 -19.70767077756536 """""" """""" """"""
-0.05599773203646069 0.41237260431867 1.7095681550056767 19.93901000064912 6057.139194726667 190.74672243382992 49 33 33 60.814606400206685 50 True True 2020xgd 4.94095810088 5.13850052894 SLSN-I 0.454 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 4.94095810088 5.13850052894 TNS 2020xgd ZTF20aceqspy 2020xgd SLSN-I 0.454 -0.1846400879333956 0.0873849868218457 -0.12234021191886768 -0.05634258196605657 0.0873849868218457 0.24786114900241785 30.506366123543806 30.506366123543806 30.30824027666288 30.30824027666288 59125.380092599895 59112.40229169978 19.336739070812616 19.336739070812616 19.634503734977084 0.5980103954498075 0.9632920437563779 26.565612514150644 4.942225133362715 5.131229896232065 0.29232656943153257 19.489249865019918 21.46934158407271 20.049178876473306 0.788888888888889 """""" """""" """""" """""" 9 False True all False False 0 0.7 8.884211580506344 4.94098848 5.14096818 0.9944078461324686 25.9107708111763 23.64 24.303984371972085 0.5 False False 0.3 0.7 1.5 0.02 8 3 12.977800900116563 0.0 0.0 0.0 0.0 4.303260929187385 3.6354962650229155 True 0.454 Inputed -22.035808274192398 -22.333572938356866 """""" """""" """"""
-0.0037154712066774565 0.4187151495383935 -12.211971958833756 18.14419159183336 4018.602312719315 229.451542279562 38 31 31 73.9982754997909 40 True False 2019pbm 114.22009124999 58.967968916666 SNIIP 0.0379 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 114.22009124999 58.967968916666 TNS 2019pbm ZTF19abqyoxj 2019pbm SNIIP 0.0379 0.5243264720703529 0.8837825318784311 0.6085671445486511 0.6964704302243376 0.8837825318784311 1.0873560585235005 232.11312614934587 232.11312614934587 -158.11485064955497 -158.11485064955497 58726.50842589978 58716.49127310002 18.098635252409647 18.383261918659418 18.098635252409647 1.3959568739374573 1.6279863791560862 0.830289591195761 114.21981719 58.96778662 0.0007684576095426943 16.898921846485138 17.6391542675972 17.144048272919655 0.97 """""" """""" """""" """""" 0 False True all False False 0 1.6279863791560862 0.830289591195761 114.21981719 58.96778662 0.0007684576095426943 16.898921846485138 17.6391542675972 17.144048272919655 0.97 False False 0.3 0.7 1.5 0.02 8 3 10.01715279975906 0.830289591195761 1.6279863791560862 0.49510599467754446 0.5100101584548672 -0.7441076510622189 -0.9545869794899922 False 0.0379 Inputed -18.047960715152534 -17.763334048902763 """""" """""" """"""
-0.18409384565983566 0.22228663607077173 -5.842687869204947 16.745735170111033 5589.134913390328 141.96666147999704 71 38 38 74.92039360012859 67 True True 2020abdv 144.98321666666666 16.094980555555555 SNIa 0.026218 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 144.98321666666666 16.094980555555555 TNS 2020abdv ZTF20acugxbm 2020abdv SNIa 0.026218 -0.022617389542698874 0.413760150632978 0.0747944653762076 0.1797127189422767 0.413760150632978 0.6831486977203802 17.284041065131515 17.284041065131515 57.63635253499707 57.63635253499707 59196.442534700036 59181.48439810006 16.12335622561126 16.12335622561126 16.36035648383127 12.606685862646446 6.0690256630333215 12.867390408936439 144.98084748634852 16.09222487898355 0.012198188275860167 16.173118418715 16.625425778336524 16.226395381605624 0.9650000000000001 """""" """""" """""" """""" 8 False True all False False 0 0.7 3.265273978479768 144.98381034 16.09568577 0.07384109624017166 22.81 23.64 23.939545538151265 0.5 False False 0.3 0.7 1.5 0.02 8 3 14.95813659997657 12.867390408936439 6.0690256630333215 0.39903039673090035 2.12017399882031 0.5020695527252634 -0.13396110222564772 False 0.026218 Inputed -18.979788403618436 -19.216788661838446 """""" """""" """"""
-0.10607786740180082 0.3552808426293005 -12.269383868047065 20.248671533996063 5249.486625884425 222.9572609187806 80 56 56 24.939757000189275 52 True True 2020ajv 150.9406833333333 51.37725555555556 SNIa 0.18 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 150.9406833333333 51.37725555555556 TNS 2020ajv ZTF20aafxrcv 2020ajv SNIa 0.18 0.0836209714228815 0.3684001721146508 0.14995710164867404 0.21945802405176806 0.3684001721146508 0.5313798953743785 13.28548311372041 13.28548311372041 11.654273886468864 11.654273886468864 58871.29199070018 58855.492662000004 19.921831865277444 19.93378482636441 19.921831865277444 0.3078926266760236 0.4755378652299305 6.977303311204082 150.94371840311652 51.3776647511117 0.032257334054864306 19.89072214948088 21.639908706389964 20.403303393927516 0.28888888888888886 """""" """""" """""" """""" 2 False True all False False 0 0.7944374601913358 3.594037705728934 150.93980753 51.37809093 0.16590774690850074 23.677426837420462 24.84983441219628 24.2405307400316 0.5 False False 0.3 0.7 1.5 0.02 8 3 15.799328700173646 6.977303311204082 0.4755378652299305 1.2366053124624479 14.672445290619368 1.7061238800255545 0.48147152865007214 False 0.18 Inputed -19.67084738654851 -19.658894425461543 """""" """""" """"""
-0.32094289009853244 0.40642082609900676 -11.666547346616971 17.01461100520433 6614.536368046386 246.0434533740501 29 9 9 11.98340279981494 96 True False 2018fuv 290.88049458333 43.4811715 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 290.88049458333 43.4811715 TNS 2018fuv ZTF18abrxrms 2018fuv CV 0.0 -0.22053025064824894 -0.022099328903195214 -0.174212432248531 -0.12574999541926957 -0.022099328903195214 0.0910171107154163 -8.861169298104722 -8.861169298104722 20.84457209791966 20.84457209791966 58360.2760648001 58360.2760648001 17.424144739801587 17.70860463833065 17.424144739801587 4.437429135210337 1.2991547560144139 4.0420308227561055 290.88181219 43.48176024 0.008951741180483919 19.19402740368843 21.29183972043991 19.843671332359314 0.9199999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.2991547560144139 4.0420308227561055 290.88181219 43.48176024 0.008951741180483919 19.19402740368843 21.29183972043991 19.843671332359314 0.9199999999999999 False False 0.3 0.7 1.5 0.02 8 3 0.0 4.0420308227561055 1.2991547560144139 1.448168388080596 3.1112773932771254 3.5832350821092582 2.4195265925577267 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.15457462533210878 0.5376450364174676 -3.5930138354368824 17.313460570984414 5621.21844886853 218.6413478522433 49 29 29 29.92678239988163 42 True True 2021nsd 175.31275 75.3278 SNIa 0.046 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 175.31275 75.3278 TNS 2021nsd ZTF21abcnkbe 2021nsd SNIa 0.046 -0.06249943442287176 0.19777673547740804 -0.0020883920541407974 0.06135427487668821 0.19777673547740804 0.347684086055267 12.402150911299774 12.402150911299774 17.524631488581857 17.524631488581857 59373.34056709986 59361.36001159996 17.091912948999926 17.091912948999926 17.20745603460873 0.9052021679555783 2.062706801093278 5.285863485257173 175.3069984372665 75.3279834007871 0.0008072189720759182 15.14523045138359 16.25067072267294 15.484908436675072 0.93 """""" """""" """""" """""" 0 False True all False False 0 2.062706801093278 5.285863485257173 175.3069984372665 75.3279834007871 0.0008072189720759182 15.14523045138359 16.25067072267294 15.484908436675072 0.93 False False 0.3 0.7 1.5 0.02 8 3 11.980555499903858 5.285863485257173 2.062706801093278 0.7657622859978677 2.5625859586323925 -0.8412422263269868 -1.7225475979336569 False 0.046 Inputed -19.363963708460407 -19.47950679406921 """""" """""" """"""
-0.005171322180451813 0.29157898484843575 -15.485383523956203 19.055449887402165 5581.147551815647 168.55517636946573 111 59 59 72.85221070004627 64 True True 2020jww 242.71496249999998 27.161694444444443 SNII 0.046 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 242.71496249999998 27.161694444444443 TNS 2020jww ZTF20aazpphd 2020jww SNII 0.046 0.048791495349970404 0.42753761262075685 0.13497619994964438 0.2266565382615795 0.42753761262075685 0.6536305473463813 231.7013997605789 231.7013997605789 -158.84918906053264 -158.84918906053264 58993.26880790014 58984.404895800166 18.903423086363826 18.903423086363826 18.925450187330924 1.3488324588033471 6.238781694780823 12.202924309210884 242.71476386448597 27.1583093536562 0.003583393900589704 14.59067376107335 15.469370272512435 14.902298573925496 1.0 """""" """""" """""" """""" 4 False True all False False 0 3.0224112116138113 2.0590403261033727 242.7153156178275 27.16121650523195 0.024717403654609726 19.79261778414965 21.805046899662017 22.193410361032488 0.4125 False False 0.3 0.7 1.5 0.02 8 3 8.863912099972367 12.202924309210884 6.238781694780823 0.5670716985869397 1.9559787321007696 -3.434052813851391 -4.023151613405428 False 0.046 Inputed -17.645969555738212 -17.66799665670531 """""" """""" """"""
-0.19738835055818926 0.3440326391682318 -7.547624445103894 17.682611615287296 3831.530571723211 186.1402032748868 17 11 11 27.9807175998576 550 True True 2019bqe 149.91629499999 35.395130861111 SNIa 0.017 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 149.91629499999 35.395130861111 TNS 2019bqe ZTF19aamggua 2019bqe SNIa 0.017 0.5916838846850645 1.0592701186101507 0.6996739857170517 0.8134314134275478 1.0592701186101507 1.3313832582053244 -2.141941983148609 -2.141941983148609 30.122659583006207 30.122659583006207 58556.20342590008 58556.20342590008 17.51086583229024 18.140029042216376 17.51086583229024 4.3745287644922675 6.736685521693644 17.888842176763543 149.92177932825751 35.39296187516275 0.001713310191714168 12.962061834400892 14.06853902716875 12.875179391157626 1.0 """""" """""" """""" """""" 86 False True all False False 0 0.7824849448465003 1.7935046524774263 149.91669987 35.39475767 0.005250487547398097 20.338368392771482 20.21516206601262 12.10376932144165 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 17.888842176763543 6.736685521693644 1.1933596360111238 2.6554367305936193 -4.071490015047626 -4.635686441132613 False 0.017 Inputed -16.88346339265445 -16.25430018272831 """""" """""" """"""
-0.16421634459661238 0.15943131805468508 -13.934287372775737 18.307149171805534 5223.447894204732 114.22760157628684 51 35 35 71.85880789998919 61 True True 2021ecu 248.29825 9.56716111111111 SNIa 0.068 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 248.29825 9.56716111111111 TNS 2021ecu ZTF21aanrvcq 2021ecu SNIa 0.068 0.1915305443634523 0.8446661821602959 0.33412512707042197 0.48988640475088374 0.8446661821602959 1.2642357747036144 15.14423087852298 15.14423087852298 56.714577021466205 56.714577021466205 59291.38297449984 59273.485694400035 17.799373066479113 17.847508571993846 17.799373066479113 1.9627375175234223 4.084465432334045 10.884707514564687 248.30117912932002 9.56805495754369 0.0038434719361758463 15.337815118830203 16.163915571804047 15.644767854571342 0.97 """""" """""" """""" """""" 4 False True all False False 0 0.7 2.411498171193925 248.298926914842 9.56710492410816 0.03297607346546494 22.35854932768345 22.265100617237092 22.56568262634754 0.125 False False 0.3 0.7 1.5 0.02 8 3 17.89728009980172 10.884707514564687 4.084465432334045 0.5191477172327055 2.664903815416717 -1.6835930001897985 -2.1546052119077714 False 0.068 Inputed -19.631870935489935 -19.583735429975203 """""" """""" """"""
-0.11104626274294949 0.2579357437047106 -8.386289170759643 18.6317552461993 4306.094924550422 71.76946446452334 266 163 163 34.002662000246346 66 True True 2019pny 257.97044291666 72.421098805555 SNIa 0.056 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 257.97044291666 72.421098805555 TNS 2019pny ZTF19abvjcii 2019pny SNIa 0.056 0.5140071516155515 1.8988590587975622 0.7948755921910617 1.1160013472692647 1.8988590587975622 2.90864424550292 14.89947637846802 14.89947637846802 19.103185621778326 19.103185621778326 58743.220000000205 58732.136759299785 18.220537549802803 18.439965428541605 18.220537549802803 0.8912293980729246 2.7600589709223264 0.9097490561451164 257.970609189656 72.42085113737105 0.000407496788364492 14.72199149309516 15.973438293106557 15.130879235260487 0.9650000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.7600589709223264 0.9097490561451164 257.970609189656 72.42085113737105 0.000407496788364492 14.72199149309516 15.973438293106557 15.130879235260487 0.9650000000000001 False False 0.3 0.7 1.5 0.02 8 3 11.083240700419992 0.9097490561451164 2.7600589709223264 0.8425590578460707 0.32961218065609166 -2.4665271354350473 -3.0896583145423158 False 0.056 Inputed -18.7831400149878 -18.563712136249 """""" """""" """"""
-0.13052801664879787 0.3771722787156605 -2.79543101466557 18.3698311122905 6193.410791270009 225.621885888681 31 28 28 57.8179977000691 30 True False 2018hza 44.205847916666 13.463793694444 SNIa 0.072 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 44.205847916666 13.463793694444 TNS 2018hza ZTF18accjqzu 2018hza SNIa 0.072 -0.18567356347622166 0.03997284158383252 -0.13329335594212566 -0.07828951332921719 0.03997284158383252 0.16989995782439138 13.687253267296683 13.687253267296683 44.13074443277242 44.13074443277242 58434.290057899896 58425.27744209999 17.96381217274676 17.96381217274676 18.129983155275188 0.6983634789859794 1.5571050539303262 2.224531104781297 44.2063316 13.4641944 0.0024525593076129004 18.08481318912506 18.730989779376984 18.324103214359283 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.5571050539303262 2.224531104781297 44.2063316 13.4641944 0.0024525593076129004 18.08481318912506 18.730989779376984 18.324103214359283 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.01261579990387 2.224531104781297 1.5571050539303262 0.40688656501770026 1.4286326405314174 0.7671776066302236 0.1941200590840957 False 0.072 Inputed -19.427326484173072 -19.5934974667015 """""" """""" """"""
-0.21523606673332615 0.12468690131825672 -8.649007078649554 18.59301364584599 4991.73121465371 107.68420683220299 36 16 16 41.990520799998194 71 True True 2019evg 154.75868458333 38.373950694444 SNIa 0.0536 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 154.75868458333 38.373950694444 TNS 2019evg ZTF19aauguzk 2019evg SNIa 0.0536 0.1973117505025037 0.9003610803439486 0.34956011409745 0.5167277006050206 0.9003610803439486 1.3583947069695483 10.996844284672385 10.996844284672385 30.99367651532581 30.99367651532581 58622.16012729984 58612.18714120006 17.999257058844627 17.999257058844627 18.16144307632615 3.2880458946487106 4.361229017182969 5.016586108012013 154.760137594151 38.37475333973515 0.0008074679760255998 14.077262235874533 15.075948891099692 14.456851727030873 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.9583639317868424 4.378320124031236 154.760233061568 38.3738770789473 0.013350793378233972 19.73708759541631 20.465600442788602 20.25223418602705 0.0 False False 0.3 0.7 1.5 0.02 8 3 9.97298609977588 5.016586108012013 4.361229017182969 0.619097164068819 1.150268900864178 -2.923308167744935 -3.704591349295278 False 0.0536 Inputed -18.74590424989999 -18.908090267381514 """""" """""" """"""
-0.13159678691806564 0.31202005817007356 -8.113621411983232 18.551080293563587 5608.461366317237 97.76348455021599 40 28 28 45.830833400134 87 True True 2020afb 134.07857916666666 11.987219444444444 SNIa 0.066658 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 134.07857916666666 11.987219444444444 TNS 2020afb ZTF20aaglivt 2020afb SNIa 0.066658 0.029560006080981083 0.7347421541051666 0.17939552291614547 0.3459421224942325 0.7347421541051666 1.2085138759390688 17.7536809543367 17.7536809543367 28.077152445797296 28.077152445797296 58883.400335600134 58866.38346059993 18.16120119431089 18.16120119431089 18.233800368223132 1.2400298404814054 2.432486779475904 9.732416070663826 134.080620552273 11.9890418518938 0.006876968056650834 16.694445735955238 18.196773381366732 17.201099820395708 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.432486779475904 9.732416070663826 134.080620552273 11.9890418518938 0.006876968056650834 16.694445735955238 18.196773381366732 17.201099820395708 1.0 False False 0.3 0.7 1.5 0.02 8 3 17.01687500020489 9.732416070663826 2.432486779475904 0.9956735609710243 4.001014991234912 0.0355721870558412 -1.0327005478274245 False 0.066658 Inputed -19.153502598412448 -19.22610177232469 """""" """""" """"""
-0.11879676689628714 0.38736439327657823 -7.915175812515059 19.952605906765488 5635.912135156593 170.79860009050753 74 39 39 26.937708400189877 44 True False 2020mpu 256.9501041666667 51.75644166666667 SNIa 0.158 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 256.9501041666667 51.75644166666667 TNS 2020mpu ZTF20abektyy 2020mpu SNIa 0.158 -0.026801607732430455 0.3256403699186876 0.05338132583847255 0.13869001018763427 0.3256403699186876 0.5360647559849703 13.06788608068664 13.06788608068664 13.869822319503237 13.869822319503237 59024.2823032001 59011.28253469989 19.631357654147465 19.631357654147465 19.680214228460898 0.3162392418954426 0.40771921547619766 27.94579423219403 256.9612789 51.75291915 0.3651449222760309 19.721139131724833 21.49796027905941 20.49298811734915 0.4 """""" """""" """""" """""" 6 False True all False False 0 0.9080756172186023 16.12819000153804 256.94568512 51.75998976 0.40844315819185417 21.342707057648898 22.75138481923342 21.384284280633928 0.71 False False 0.3 0.7 1.5 0.02 8 3 12.999768500216305 0.0 0.0 0.0 0.0 4.008642345852536 3.589785771539102 True 0.158 Inputed -19.621105714477906 -19.66996228879134 """""" """""" """"""
-0.14940768767326648 0.35887088198093836 -6.7895420102303605 18.757838419089904 5342.782586086769 127.31019235965792 51 22 22 39.96931720012799 65 True True 2020vgk 28.42952916666666 9.464438888888887 SNIa 0.078 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 28.42952916666666 9.464438888888887 TNS 2020vgk ZTF20achsoln 2020vgk SNIa 0.078 0.05600072066496864 0.580931621270949 0.17189135838351888 0.2975978331763933 0.580931621270949 0.9113998610704286 10.12032676704869 10.12032676704869 29.8489904330793 29.8489904330793 59138.36929399986 59128.318460599985 18.51101783180478 18.51101783180478 18.51532242599379 1.0148376039661675 4.225871850417039 0.5162197002143457 28.4295936936928 9.46456738320999 0.0008921784109471309 14.66277417713523 16.169676205067635 15.245554506995678 0.99 """""" """""" """""" """""" 0 False True all False False 0 4.225871850417039 0.5162197002143457 28.4295936936928 9.46456738320999 0.0008921784109471309 14.66277417713523 16.169676205067635 15.245554506995678 0.99 False False 0.3 0.7 1.5 0.02 8 3 10.050833399873227 0.5162197002143457 4.225871850417039 0.9241216980719571 0.12215696984834065 -2.341341626737144 -3.269767918998113 False 0.078 Inputed -19.21868270831738 -19.222987302506393 """""" """""" """"""
-0.16742080048440006 0.43994783092064654 -28.257779309750994 11.32857317309517 8985.367450572468 766.1950288124465 126 89 89 62.87787040043622 113 True True 2021ufe 357.6015833333333 58.52168888888889 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 357.6015833333333 58.52168888888889 TNS 2021ufe ZTF21abouwjj 2021ufe CV 0.0 -0.5159860695843079 -0.47459425813219625 -0.5058818356310244 -0.49561656245600894 -0.47459425813219625 -0.45290176343741706 -21.46221861656331 -21.46221861656331 84.34008901699953 84.34008901699953 59424.296157400124 59422.404999999795 11.142867438919026 11.142867438919026 11.93537056624174 133.46835307781825 0.7 0.123911598769997 357.60152874 58.5216696 0.004600568352339129 21.550749120521544 19.613052561950685 20.607198154067994 0.5 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.123911598769997 357.60152874 58.5216696 0.004600568352339129 21.550749120521544 19.613052561950685 20.607198154067994 0.5 False False 0.3 0.7 1.5 0.02 8 3 1.891157400328666 0.123911598769997 0.7 -0.9941455921173095 0.1770165696714243 8.470185123031658 8.671827587826254 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.09288502805581561 0.2832321750189853 -6.310651558745465 18.476238301275696 5814.9132531746345 69.81637576077233 48 32 32 44.99692129995674 53 True True 2021knj 219.0963958333333 -0.5842166666666667 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 219.0963958333333 -0.5842166666666667 TNS 2021knj ZTF21aaxtrlt 2021knj SNIa 0.08 -0.009724492722419598 1.0370319238090318 0.19834488203294143 0.43950463964073805 1.0370319238090318 1.8207440730126194 16.30925562065229 16.30925562065229 28.687665679304448 28.687665679304448 59343.274108800106 59334.23538189987 18.09609603932706 18.09609603932706 18.17359856178256 1.200951633595527 2.8598641197181043 2.070081102222798 219.09636367489452 -0.5847907893457169 0.0014970159504819058 16.214919850854873 16.56150191096544 16.13502198587179 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.8598641197181043 2.070081102222798 219.09636367489452 -0.5847907893457169 0.0014970159504819058 16.214919850854873 16.56150191096544 16.13502198587179 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.038726900238544 2.070081102222798 2.8598641197181043 0.4264799250936484 0.7238389712119766 -1.5345941283616185 -2.038576575910767 False 0.08 Inputed -19.61633546028882 -19.69383798274432 """""" """""" """"""
-0.19761847581764128 0.18436346894133168 -18.248827542804637 16.77112320769386 5287.251847362775 148.6843346305343 113 68 68 73.78898150008172 82 True True 2020szr 347.38791666666657 15.659269444444444 SNIa 0.02581 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 347.38791666666657 15.659269444444444 TNS 2020szr ZTF20abyyfmw 2020szr SNIa 0.02581 0.17389703084284847 0.6496373681335434 0.2810489277037185 0.3957844175872651 0.6496373681335434 0.9389872999334301 13.188315988238411 13.188315988238411 60.6006655118433 60.6006655118433 59127.316747699864 59104.43571759993 16.249500135218604 16.264353711320528 16.249500135218604 5.356578036091235 5.301611264092513 24.719951800536812 347.39334225034395 15.6548132135821 0.006861086831875474 14.30916869948864 14.99005280755043 14.545320177173615 0.9949999999999999 """""" """""" """""" """""" 15 True True all False False 0 1.6419586907382206 1.6365046370444096 347.388023222375 15.659712299141 0.0021389082681722016 18.015511478977203 17.73873397716522 17.879596637973787 0.8699999999999999 False False 0.3 0.7 1.5 0.02 8 3 22.881030099932104 24.719951800536812 5.301611264092513 0.44473263037681576 4.662724324577233 -1.2743009037700972 -1.704179958044989 False 0.02581 Inputed -19.056365324624892 -19.041511748522968 """""" """""" """"""
-0.16239601345906357 0.24180924225051448 -5.135130992481968 18.448497066262124 5557.284069693492 129.68386273502745 50 28 28 59.89421289972961 49 True True 2019nez 24.131828333333 26.930353361111 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 24.131828333333 26.930353361111 TNS 2019nez ZTF19abopyyu 2019nez SNIa 0.07 -0.017069789018478332 0.46958252372102294 0.09042486257221682 0.2069910164803801 0.46958252372102294 0.7755597921189405 15.670829281846515 15.670829281846515 44.223383617883094 44.223383617883094 58715.50648149988 58703.44215280004 17.985304941704136 17.985304941704136 18.041825847152044 1.585117752426537 1.9329166729459313 1.6436240205397736 24.1313163163036 26.93036132762345 0.0024163015375383567 17.820017315285206 18.490742928533553 18.08099541662693 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.9329166729459313 1.6436240205397736 24.1313163163036 26.93036132762345 0.0024163015375383567 17.820017315285206 18.490742928533553 18.08099541662693 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.06432869983837 1.6436240205397736 1.9329166729459313 0.4097475119066232 0.8503336142446064 0.505437986829417 0.039169569474886146 False 0.07 Inputed -19.45334010443875 -19.50986100988666 """""" """""" """"""
-0.006708100353386737 0.23528814150085575 -5.782525990484187 18.055892765389352 3936.1709991594303 258.8067888515006 24 22 22 71.98336800001562 31 True False 2020fch 173.350125 -9.34888888888889 SNII 0.02723 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 173.350125 -9.34888888888889 TNS 2020fch ZTF20aaullwz 2020fch SNII 0.02723 0.5052130959046224 0.8176948940264381 0.5789776218914255 0.6555870843639049 0.8176948940264381 0.9922796862318108 264.91080624692574 264.91080624692574 -192.92743824691013 -192.92743824691013 58996.22063660016 58941.22836809978 17.947298199615293 18.0189951624862 17.947298199615293 1.4399111728161977 2.216817531542198 0.8778033195250458 173.35034462 -9.34900067 0.0015297578029430658 17.025200720715524 17.320692251753808 17.08955220029354 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.216817531542198 0.8778033195250458 173.35034462 -9.34900067 0.0015297578029430658 17.025200720715524 17.320692251753808 17.08955220029354 1.0 False False 0.3 0.7 1.5 0.02 8 3 54.99226850038394 0.8778033195250458 2.216817531542198 0.23114005146026884 0.39597454776278973 -0.6983029107323908 -0.8577459993217538 False 0.02723 Inputed -17.475635929736402 -17.403938966865496 """""" """""" """"""
-0.17720188100599932 0.2538289564113389 -5.240019676456223 18.210060200551602 5491.413607701494 115.207107748289 34 19 19 40.916261500213295 46 True False 2021ljs 201.49221666666665 -26.464691666666667 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 201.49221666666665 -26.464691666666667 TNS 2021ljs ZTF21aayqdwk 2021ljs SNIa 0.06 0.006980249879749323 0.5764988334099499 0.1309264930072196 0.2666139496883204 0.5764988334099499 0.9438589216518949 8.475311383805867 8.475311383805867 32.44095011640743 32.44095011640743 59344.271620399784 59338.29376159981 17.82898216339406 17.82898216339406 17.930702134323464 1.6258297770380772 0.8930100798004691 1.3564275100692802 201.49259844 -26.46453304 0.0001533516971850002 15.841679003214836 16.77799118375778 16.12715124053955 0.35 """""" """""" """""" """""" 0 False True all False False 0 0.8930100798004691 1.3564275100692802 201.49259844 -26.46453304 0.0001533516971850002 15.841679003214836 16.77799118375778 16.12715124053955 0.35 False False 0.3 0.7 1.5 0.02 8 3 5.977858799975365 1.3564275100692802 0.8930100798004691 0.6508399432182301 1.518938633226128 -1.0509909796362784 -1.803550893783914 False 0.06 Inputed -19.224798846874336 -19.32651881780374 """""" """""" """"""
-0.13665667439245344 0.2873188205691144 -8.509497523687642 18.787194463170486 5406.02502650666 183.85699264736297 41 21 21 46.957974599674344 50 True True 2020abkn 126.24828749999999 -4.877316666666667 SNIa 0.081 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 126.24828749999999 -4.877316666666667 TNS 2020abkn ZTF20acurrzb 2020abkn SNIa 0.081 0.029633855075882565 0.368440221465562 0.10730988148598186 0.1895390191486257 0.368440221465562 0.5679892872792394 11.701485047337984 11.701485047337984 35.25648955233636 35.25648955233636 59196.479583300184 59185.39484950015 18.41033398390153 18.450567136071093 18.41033398390153 1.0564599722704544 2.3159365450220313 0.3428314256030665 126.2482268717385 -4.877243047924241 0.001052551808348623 16.461108726524117 17.39407922614336 16.801880646212098 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.3159365450220313 0.3428314256030665 126.2482268717385 -4.877243047924241 0.001052551808348623 16.461108726524117 17.39407922614336 16.801880646212098 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.084733800031245 0.3428314256030665 2.3159365450220313 0.5921985799312637 0.14803144168175178 -1.056487909927732 -1.6084533376894328 False 0.081 Inputed -19.40704937474779 -19.366816222578226 """""" """""" """"""
-0.19295190861300204 0.22984470457168665 -10.57998345065067 18.689218620218952 5437.753438036936 209.76105524075996 48 30 30 64.83237269986421 29 True False 2020zpx 42.89144583333333 13.021588888888889 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 42.89144583333333 13.021588888888889 TNS 2020zpx ZTF20acqlfwb 2020zpx SNIa 0.08 0.027281641720616534 0.31953412874474907 0.09500112448017006 0.16619591735562622 0.31953412874474907 0.48838889608062175 12.935119575224011 12.935119575224011 51.897253124640194 51.897253124640194 59183.21212959988 59167.31732639996 18.126887791308324 18.126887791308324 18.21439017131929 1.158212563869362 2.155327495074896 3.413939669003969 42.89148619 13.02253639 0.003102732925441387 17.44079982905388 18.28273552389145 17.763384601688387 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.155327495074896 3.413939669003969 42.89148619 13.02253639 0.003102732925441387 17.44079982905388 18.28273552389145 17.763384601688387 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.894803199917078 3.413939669003969 2.155327495074896 0.5193509222030634 1.5839540287056642 0.15584773258312623 -0.45100556963090455 False 0.08 Inputed -19.575543850752087 -19.663046230763054 """""" """""" """"""
-0.13636627935778198 0.3007568465436984 -6.667487589018412 18.990192211575206 5895.810271982764 127.84150260106674 52 29 29 46.95078699989244 62 True True 2021uga 247.81437083333327 12.321555555555555 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 247.81437083333327 12.321555555555555 TNS 2021uga ZTF21abowqqa 2021uga SNIa 0.09 -0.07782598992744383 0.39375642497983065 0.025983160989532905 0.13880408527138144 0.39375642497983065 0.6919245687894922 15.164803649571436 15.164803649571436 31.785983350321008 31.785983350321008 59436.23458330007 59423.21277779993 18.492526173895797 18.492526173895797 18.69918818244732 0.7082703859601119 0.6957441676894361 0.5484666753111668 247.8142174100745 12.3215828376886 0.0015341963516445345 19.93974941208482 20.813640794663428 20.191621571588517 0.6950000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.6957441676894361 0.5484666753111668 247.8142174100745 12.3215828376886 0.0015341963516445345 19.93974941208482 20.813640794663428 20.191621571588517 0.6950000000000001 False False 0.3 0.7 1.5 0.02 8 3 13.021805500146002 0.5484666753111668 0.6957441676894361 0.6220192230749113 0.788316597942348 2.3211146207676308 1.4924333891411976 False 0.09 Inputed -19.351196462731917 -19.55785847128344 """""" """""" """"""
-0.1434818976074507 0.2674735223798401 -10.08704262877375 18.5029895539252 5069.565413880624 88.52074412169247 39 23 23 48.89177080010995 90 True True 2019lks 272.61007708333 43.754818 SNIa 0.075 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 272.61007708333 43.754818 TNS 2019lks ZTF19abgcbey 2019lks SNIa 0.075 0.2259616059835885 1.1334746435745764 0.41657263545027234 0.6299269018969156 1.1334746435745764 1.756403617932218 15.061509846296428 15.061509846296428 33.83026095381352 33.83026095381352 58694.20041669998 58678.24281249987 18.150912163500408 18.265461506584003 18.150912163500408 1.094561850935505 2.4650346831149124 0.0829664305519756 272.6100895303475 43.7548392202435 0.0020467228918680247 17.1795593532145 18.20713425373316 17.559116757133005 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.4650346831149124 0.0829664305519756 272.6100895303475 43.7548392202435 0.0020467228918680247 17.1795593532145 18.20713425373316 17.559116757133005 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.957604200113565 0.0829664305519756 2.4650346831149124 0.6480174966001542 0.033657307590956906 -0.0583272528508445 -0.5917954063674031 False 0.075 Inputed -19.496489259853057 -19.38193991676946 """""" """""" """"""
-0.24934684089767561 0.15590240231784816 -8.491438083269028 17.408690679605414 5278.7707281012845 162.59101336432042 17 17 17 60.91696760011837 133 True True 2021bqv 238.75809166666662 41.57800277777778 SNIa 0.033296 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 238.75809166666662 41.57800277777778 TNS 2021bqv ZTF18aawfofp 2021bqv SNIa 0.033296 0.07158703389092835 0.4725590959134216 0.16255369312347767 0.2595097957643375 0.4725590959134216 0.7132297136861823 10.965665869890959 10.965665869890959 49.951301730227414 49.951301730227414 59260.49674770003 59248.493217600044 16.838223454407952 16.838223454407952 16.93880378701612 5.269341213475352 6.6876214780683805 1.2460948810632113 238.7580419386275 41.57834691056105 0.0005460456284984705 12.80172939514756 13.989764167314767 13.204200662661194 0.9650000000000001 """""" """""" """""" """""" 0 True True all False False 0 6.6876214780683805 1.2460948810632113 238.7580419386275 41.57834691056105 0.0005460456284984705 12.80172939514756 13.989764167314767 13.204200662661194 0.9650000000000001 False False 0.3 0.7 1.5 0.02 8 3 12.003530099987984 1.2460948810632113 6.6876214780683805 0.7855635046535738 0.1863285601838708 -2.848459287093185 -3.7346031243549263 False 0.033296 Inputed -18.924113647030353 -19.02469397963852 """""" """""" """"""
-0.18785891277586503 0.18523083767275503 -11.349983731156026 18.985120429614163 5347.666325540238 167.5154390254573 56 33 33 67.84747679997236 48 True False 2020zfu 28.037949999999995 42.86983611111111 SNIa 0.074 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 28.037949999999995 42.86983611111111 TNS 2020zfu ZTF20acplhku 2020zfu SNIa 0.074 0.0752605410320335 0.46398285930570893 0.16370557075977743 0.2577962855670819 0.46398285930570893 0.6960952825200302 11.501770923770142 11.501770923770142 56.34570587620222 56.34570587620222 59178.18032409996 59164.30420139991 18.459353629329073 18.459353629329073 18.545872457726468 0.8105884973053059 2.134155408086984 3.9110687614118995 28.0390527 42.86911007 0.0021434444238691563 16.817937718582154 18.05156651599407 17.344818589115143 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.134155408086984 3.9110687614118995 28.0390527 42.86911007 0.0021434444238691563 16.817937718582154 18.05156651599407 17.344818589115143 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.876122700050473 3.9110687614118995 2.134155408086984 0.7067479268789292 1.8326072911989604 -0.40778711333500084 -1.201053868611325 False 0.074 Inputed -19.0718998157329 -19.158418644130293 """""" """""" """"""
-0.16783251470356914 0.48527159482929194 -4.123045345491715 17.800084966439453 5894.484930383327 133.31149953633567 47 29 29 37.997847200371325 29 True False 2020zen 47.024537499999994 23.040480555555558 SNII 0.035 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 47.024537499999994 23.040480555555558 TNS 2020zen ZTF20acpqbfu 2020zen SNII 0.035 -0.10423271543833934 0.33512303492442186 -0.007085241743382653 0.09819417120310803 0.33512303492442186 0.610767839613068 6.24619764377702 6.24619764377702 31.751649556594305 31.751649556594305 59171.25543980021 59165.194340299815 17.51458876059477 17.51458876059477 17.685334238185245 1.391498856936285 5.460647818340993 6.287130586446045 47.02547318 23.04199997 0.0033763435537351727 15.369402049446107 16.08750863056183 15.618571570444107 1.0 """""" """""" """""" """""" 0 False True all False False 0 5.460647818340993 6.287130586446045 47.02547318 23.04199997 0.0033763435537351727 15.369402049446107 16.08750863056183 15.618571570444107 1.0 False False 0.3 0.7 1.5 0.02 8 3 6.061099500395358 6.287130586446045 5.460647818340993 0.46893706011772096 1.1513525126687527 -1.427080130032941 -2.0667626677411377 False 0.035 Inputed -18.286870457175123 -18.4576159347656 """""" """""" """"""
-0.19392817367489634 0.19977649430081643 -10.791485750082229 16.892339788834324 5805.62317552999 252.51228914211134 47 27 27 60.93397000012919 50 True True 2020zgq 69.78702083333333 23.514866666666666 SNIa 0.036 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 69.78702083333333 23.514866666666666 TNS 2020zgq ZTF20acpeldz 2020zgq SNIa 0.036 -0.07017371150637786 0.15081434166794594 -0.018374841424950716 0.03567537329747239 0.15081434166794594 0.2758286272035697 8.554743940879794 8.554743940879794 52.3792260592494 52.3792260592494 59169.363842600025 59158.322523099836 16.30699429029383 16.30699429029383 16.3973334540987 1.9493954138864578 4.362532607626537 0.09991119417812144 69.787050868423 23.514863240973 0.0004971573711641808 13.81390093984604 14.687080058784485 14.05609037870407 0.6850000000000002 """""" """""" """""" """""" 0 False True all False False 0 4.362532607626537 0.09991119417812144 69.787050868423 23.514863240973 0.0004971573711641808 13.81390093984604 14.687080058784485 14.05609037870407 0.6850000000000002 False False 0.3 0.7 1.5 0.02 8 3 11.041319500189275 0.09991119417812144 4.362532607626537 0.6309896800804147 0.02290210828532437 -1.6199142315093447 -2.3412430753946296 False 0.036 Inputed -19.63657423143987 -19.72691339524474 """""" """""" """"""
-0.2172005962966229 0.22352642468639722 -7.757202448429323 18.00136398141824 5603.241133081592 115.68162708002068 142 104 104 74.84979170002043 64 True True 2020hyi 219.74127916666663 51.082705555555556 SNIa 0.04332 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 219.74127916666663 51.082705555555556 TNS 2020hyi ZTF20aavrloz 2020hyi SNIa 0.04332 0.00890871455160891 0.576478062975383 0.13250729184697008 0.26776039179964073 0.576478062975383 0.9421990218850596 12.982110320383002 12.982110320383002 61.86768137963743 61.86768137963743 58975.25473379996 58961.413310199976 17.428500304135234 17.428500304135234 17.5494857625615 3.116817860080714 3.725494755173962 15.61967939694551 219.74078375891202 51.0783779325716 0.0032178703371593675 14.471100904081464 15.761095256841184 14.899004997353554 0.99 """""" """""" """""" """""" 5 False True all False False 0 0.7 6.186251545894828 219.74359418 51.08362098 0.2168988372230346 22.81 23.64 22.661163050097226 0.5 False False 0.3 0.7 1.5 0.02 8 3 13.841423599980772 15.61967939694551 3.725494755173962 0.8620902594876299 4.192645654715504 -1.66740504729405 -2.650480765207945 False 0.04332 Inputed -18.89019668797685 -19.011182146403115 """""" """""" """"""
-0.14554440343657105 0.3274861046875141 -11.799135370163924 18.0461511905249 5796.705148392342 151.43652630621415 35 19 19 46.89574069995433 93 True False 2021pnj 241.027325 -21.46597222222222 SNIa 0.068 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 241.027325 -21.46597222222222 TNS 2021pnj ZTF21abfoxwp 2021pnj SNIa 0.068 -0.022225564613531645 0.3831486394915551 0.06890754577635505 0.1666165292689925 0.3831486394915551 0.6303236653026474 13.830465839593137 13.830465839593137 33.06527486036119 33.06527486036119 59394.295080999844 59376.33537039999 17.606603804639924 17.63938987073108 17.606603804639924 1.2963690434055575 2.4336286530836797 2.4233549788875766 241.02747259 -21.46531323 0.0020619472330435373 16.931997687244415 17.73625692424774 17.27596865539551 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.4336286530836797 2.4233549788875766 241.02747259 -21.46531323 0.0020619472330435373 16.931997687244415 17.73625692424774 17.27596865539551 1.0 False False 0.3 0.7 1.5 0.02 8 3 17.95971059985459 2.4233549788875766 2.4336286530836797 0.4602882688522314 0.99577845445603 0.09686705351666092 -0.33063514924441506 False 0.068 Inputed -19.824640197329124 -19.79185413123797 """""" """""" """"""
-0.1700667613542783 0.30308149008182367 -6.051420698196615 18.389627449077473 4372.69555162747 183.83765482137363 35 19 19 31.91836809972301 110 True False 2021pmq 301.19995416666666 -3.5409777777777776 SNIa 0.046826 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 301.19995416666666 -3.5409777777777776 TNS 2021pmq ZTF21abfqvjb 2021pmq SNIa 0.046826 0.3361072887809975 0.750007218415977 0.431394927214626 0.5319864600211623 0.750007218415977 0.9921500894274402 9.94716181281645 9.94716181281645 21.97120628690656 21.97120628690656 59385.37718749978 59376.3979282002 18.01309716741816 18.22247374321492 18.01309716741816 0.9193884124486885 3.4288833388901603 14.496349341046905 301.19613759 -3.54228321 0.0038926654958136853 14.92256952648163 15.952689831542969 15.178370484256744 0.9400000000000001 """""" """""" """""" """""" 3 False True all False False 0 1.3257490195116919 2.5735701176771113 301.1994082 -3.5414405 0.003938132406232309 18.80144277381897 20.910490804862977 19.487431972885133 0.4 False False 0.3 0.7 1.5 0.02 8 3 8.979259299580008 14.496349341046905 3.4288833388901603 0.7743193472862249 4.227717279450806 -2.2697839116719507 -2.8347266831614153 False 0.046826 Inputed -18.59739538320487 -18.38801880740811 """""" """""" """"""
-0.20582216334930153 0.12816367100102224 -11.264294468705137 17.792753800929688 4794.507322789611 87.22590353886666 53 41 41 43.994849499780685 39 True True 2020mfx 219.26049999999998 23.627580555555557 SNIa 0.0392 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 219.26049999999998 23.627580555555557 TNS 2020mfx ZTF20abeoicg 2020mfx SNIa 0.0392 0.3431622968438681 1.3330511952924695 0.5510433864266702 0.7837069543601132 1.3330511952924695 2.0134096499503933 16.76270257477435 16.76270257477435 27.232146925006333 27.232146925006333 59027.25825229986 59009.21291670017 17.3292166907297 17.44339663159223 17.3292166907297 4.287428600761608 2.5369895005003706 2.095465328655957 219.259921488477 23.6273399447915 0.0023462713007971203 17.076905862448214 18.04087159109831 17.411128279144762 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.5369895005003706 2.095465328655957 219.259921488477 23.6273399447915 0.0023462713007971203 17.076905862448214 18.04087159109831 17.411128279144762 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 18.04533559968695 2.095465328655957 2.5369895005003706 0.6297433119535469 0.8259653137084991 0.59747495950608 0.08191158841506052 False 0.0392 Inputed -18.891298295465415 -18.777118354602887 """""" """""" """"""
-0.187027961095733 0.16124896224479415 -9.569508712297207 17.13704241707353 4992.538363885022 136.4744075257988 88 55 55 74.86221060017124 88 True False 2021usd 275.5139 36.62231944444444 SNIa 0.02824 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 275.5139 36.62231944444444 TNS 2021usd ZTF21abqftqr 2021usd SNIa 0.02824 0.18120565230432106 0.7084880741721236 0.2988774619178045 0.42562534472474667 0.7084880741721236 1.0344636925686856 16.14396076393985 16.14396076393985 58.71824983623139 58.71824983623139 59443.255995399784 59427.29938660003 16.5361242321071 16.66867702977077 16.5361242321071 6.463308806002087 6.709527254945806 10.746513651668968 275.51709794 36.62079517 0.0018078988535588092 13.728797547829151 14.66807081990242 14.079412420010566 0.97 """""" """""" """""" """""" 2 False True all False False 0 2.5034881004389513 4.597972835348258 275.51248003 36.62174284 0.002353606708936584 16.51841913385391 20.708993666768073 17.620475535571575 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.956608799751848 10.746513651668968 6.709527254945806 0.5886583998918535 1.6016797075751306 -2.0006062098683497 -2.4567118120965326 False 0.02824 Inputed -18.96644153693403 -18.83388873927036 """""" """""" """"""
-0.06892198255746362 0.3907448074023252 -24.24079283999982 18.46862174956283 4052.283970540769 246.05412523620168 19 19 19 32.98152770008892 99 True False 2020slh 121.34220833333332 -12.878930555555556 SNIa 0.023 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 121.34220833333332 -12.878930555555556 TNS 2020slh ZTF20achvere 2020slh SNIa 0.023 0.5955129082736512 0.9408842627693552 0.6768403172345572 0.7614391401155096 0.9408842627693552 1.134759611515772 -6.621990491179631 -6.621990491179631 39.60351819126855 39.60351819126855 59130.46678239992 59126.48224540008 18.34483533640648 18.768492470445356 18.34483533640648 0.5514561910144741 3.5936012114240308 11.148343329840012 121.34487339 -12.87724526 0.0020888062119422957 14.601708314037323 18.517183233070373 18.02605860135555 1.0 """""" """""" """""" """""" 3 False True all False False 0 2.5494885885035536 7.770054662349205 121.34034122 -12.88009054 0.008266219101554895 17.352449292230606 21.37765818591118 18.076013527035713 0.9125 False False 0.3 0.7 1.5 0.02 8 3 3.984536999836564 11.148343329840012 3.5936012114240308 0.4911246317148219 3.1022761497295566 -0.2513092373749828 -0.3187767350509283 False 0.023 Inputed -16.70919663283837 -16.285539498799494 """""" """""" """"""
-0.14707442553262032 0.4025527417890622 -6.630968474786972 18.74992687007081 5910.71407064052 209.9436233089802 70 21 21 22.013865699991584 47 True False 2019ugr 270.79802916666665 74.727625 SNIa 0.089 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 270.79802916666665 74.727625 TNS 2019ugr ZTF19acordoi 2019ugr SNIa 0.089 -0.10683116229859024 0.15540764848090305 -0.04619925299394012 0.017635942718506215 0.15540764848090305 0.30750030010894847 12.535025293812335 12.535025293812335 9.478840406179248 9.478840406179248 58803.09343749983 58790.11430560006 18.308983093105535 18.308983093105535 18.648495233058995 0.25317455137533573 0.9001067475144275 0.326126497192167 270.79806418 74.72771512 0.00023834791099475172 16.958092911696433 18.007798794078827 17.348493717575074 0.8400000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.9001067475144275 0.326126497192167 270.79806418 74.72771512 0.00023834791099475172 16.958092911696433 18.007798794078827 17.348493717575074 0.8400000000000001 False False 0.3 0.7 1.5 0.02 8 3 12.979131899774075 0.326126497192167 0.9001067475144275 0.6593050765037525 0.36231980050448365 -0.3011842990267084 -1.3000015154839204 False 0.089 Inputed -19.37716344534799 -19.71667558530145 """""" """""" """"""
-0.17933257484639764 0.19121852436300057 -8.913008078337228 19.031269713656517 5053.7710238459595 127.2886496984643 44 28 28 57.03429399989545 38 True True 2021gcw 197.1282208333333 16.124997222222223 SNIa 0.081438 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 197.1282208333333 16.124997222222223 TNS 2021gcw ZTF21aaphvyi 2021gcw SNIa 0.081438 0.1623258917248549 0.7269284410767654 0.2872521637743972 0.42255638488155256 0.7269284410767654 1.081220655686785 6.326202344653645 6.326202344653645 50.70809165524181 50.70809165524181 59297.29953699978 59291.28530090023 18.471450359466882 18.471450359466882 18.47225113602167 2.4565272620436653 2.7532406788864177 3.4364609173145757 197.127227418499 16.1250186507097 0.001295144979385876 15.853278427747487 16.700041803792715 16.150586226882933 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 0.5568685886156145 197.128243702203 16.1251503399151 0.0037826992332870013 21.10957205062747 22.460502472658156 23.017156382312773 0.0 False False 0.3 0.7 1.5 0.02 8 3 6.014236099552363 3.4364609173145757 2.7532406788864177 0.5494555769097822 1.2481512944609314 -1.7714085556741672 -2.321664909138736 False 0.081438 Inputed -19.357049936887897 -19.357850713442684 """""" """""" """"""
-0.04865804186290487 0.3219221441351878 -21.722239346126166 18.98520355294754 5818.037065180805 120.33675358311619 148 57 57 74.79548610001802 46 True True 2019ujb 135.813208 40.242361 SLSN-I 0.1647 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 135.813208 40.242361 TNS 2019ujb ZTF19ackjrru 2019ujb SLSN-I 0.1647 0.11673067205297727 0.7016203891855639 0.2451122513509496 0.38487889351868887 0.7016203891855639 1.0736896702437733 39.51166915838121 39.51166915838121 35.283816941636815 35.283816941636815 58823.43561339984 58785.495810199995 18.623272510543238 18.623272510543238 18.753825151858607 0.7137515768399351 0.7 0.29199362644237603 135.81330443 40.24239507 0.020892226443136486 23.507250243884325 23.385463080060482 23.54400190526843 0.5 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.29199362644237603 135.81330443 40.24239507 0.020892226443136486 23.507250243884325 23.385463080060482 23.54400190526843 0.5 False False 0.3 0.7 1.5 0.02 8 3 37.93980319984257 0.29199362644237603 0.7 -0.15853882520794826 0.4171337520605372 4.762190569517244 4.790176753409824 False 0.1647 Inputed -20.640251709592018 -20.770804350907387 """""" """""" """"""
-0.14188317853565216 0.22379713625644976 -13.377550296912913 18.40111841728136 5119.01443252963 155.1009320188631 50 33 33 66.96811340004206 40 True True 2020zjv 141.638575 -1.6502805555555555 SNIa 0.075 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 141.638575 -1.6502805555555555 TNS 2020zjv ZTF20acpwjus 2020zjv SNIa 0.075 0.1675280177567693 0.6190882372862632 0.2696635202377351 0.3787311311954227 0.6190882372862632 0.8916729638907199 14.221893821704322 14.221893821704322 52.74621957833774 52.74621957833774 59182.48246529978 59165.43406250002 17.945413442205318 18.004123696641237 17.945413442205318 2.58190534753161 2.4767517001672514 0.9990340225027168 141.6383619035605 -1.6501026818346949 0.0009251354128040346 16.06922927754283 17.002497399396894 16.387250871983767 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.4767517001672514 0.9990340225027168 141.6383619035605 -1.6501026818346949 0.0009251354128040346 16.06922927754283 17.002497399396894 16.387250871983767 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 17.04840279975906 0.9990340225027168 2.4767517001672514 0.6152465274131274 0.4033646257052144 -1.0016262972443428 -1.5581625702215511 False 0.075 Inputed -19.701987981148147 -19.643277726712228 """""" """""" """"""
-0.24658824384935127 0.10363850517676015 -5.113727682933016 19.35581390845373 5480.129409390766 186.97792965514822 67 37 37 63.91269680019468 52 True True 2019eoe 199.75865833333 45.026349805555 SNII 0.06037 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 199.75865833333 45.026349805555 TNS 2019eoe ZTF18aaqkdwu 2019eoe SNII 0.06037 -0.014749901205011184 0.3067310555823468 0.05900301953593612 0.13704609142663315 0.3067310555823468 0.4958330574221286 10.077422821748279 10.077422821748279 53.8352739784464 53.8352739784464 58612.2647338002 58606.266423599795 18.548911693536148 18.548911693536148 18.7487628495813 3.5342335654622183 0.8557336903738091 0.39213120093621173 199.7587769674165 45.026419333866656 0.0002482041855544903 17.119651775757077 17.62642476871252 17.443874382517336 0.525 """""" """""" """""" """""" 0 False True all False False 0 0.8557336903738091 0.39213120093621173 199.7587769674165 45.026419333866656 0.0002482041855544903 17.119651775757077 17.62642476871252 17.443874382517336 0.525 False False 0.3 0.7 1.5 0.02 8 3 5.998310200404376 0.39213120093621173 0.8557336903738091 0.18255038619518515 0.4582397600413717 -0.9224869248236267 -1.3048884670639644 False 0.06037 Inputed -18.420272420466432 -18.620123576511585 """""" """""" """"""
-0.12074061988826053 0.46190066600072044 -1.7397405902170036 18.596030282733963 5860.689761316882 178.08471670392697 83 28 28 29.019664300139993 30 True False 2020cgd 58.02634583333333 22.605741666666667 SNIa 0.085 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 58.02634583333333 22.605741666666667 TNS 2020cgd ZTF20aamiwbp 2020cgd SNIa 0.085 -0.12322485515205273 0.1873089744966805 -0.05244566358180691 0.022768681424672366 0.1873089744966805 0.37207516272657415 11.725173814284945 11.725173814284945 17.29449048585505 17.29449048585505 58893.16465280019 58886.09696759982 18.33503770207119 18.33503770207119 18.402943895752422 0.2136917699294552 0.7 7.36674125948651 58.02419286 22.60622851 0.544672185331162 23.907425092601777 23.64 21.546691208076478 0.8 """""" """""" """""" """""" 0 False True all False False 0 0.7 7.36674125948651 58.02419286 22.60622851 0.544672185331162 23.907425092601777 23.64 21.546691208076478 0.8 False False 0.3 0.7 1.5 0.02 8 3 7.067685200367123 0.0 0.0 0.0 0.0 5.30496229792881 4.8670561042475775 True 0.085 Inputed -19.520993720210523 -19.588899913891755 """""" """""" """"""
-0.16213430566860948 0.17603694629180633 -9.985383033502455 18.031118064383847 5660.297121933492 87.0478554610034 89 67 67 61.90401619998738 39 True True 2019gwa 239.67162499999 11.240288999999 SNIa 0.054988 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 239.67162499999 11.240288999999 TNS 2019gwa ZTF19aaxffum 2019gwa SNIa 0.054988 0.06117822441134635 0.8930642456836395 0.2346133942975932 0.42970450246929914 0.8930642456836395 1.470118976655101 15.68539612097496 15.68539612097496 46.218620079012425 46.218620079012425 58653.227557899896 58638.2704977002 17.49023032424212 17.53786465510709 17.49023032424212 2.384566757676007 2.795575177392113 1.2800774947514595 239.671298663409 11.240443873798 0.0014675194735238595 16.343310281511545 17.068487679963113 16.624719521350862 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 1.2330605607403362 239.671552768916 11.2406241099599 0.010862790539477585 21.940172084436416 24.904222292666436 22.469264773926735 0.575 False False 0.3 0.7 1.5 0.02 8 3 14.95706019969657 1.2800774947514595 2.795575177392113 0.44376815861225083 0.4578941411068028 -0.4693769751439767 -0.8655108028912579 False 0.054988 Inputed -19.473335687640585 -19.425701356775615 """""" """""" """"""
-0.12319372676614478 0.2585615365269445 -32.86610855033649 17.29696317553428 3920.748754831219 375.5336734650241 23 23 23 47.92045140033588 50 True False 2021nkb 321.3718333333333 -22.94418888888889 SNIa 0.038 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 321.3718333333333 -22.94418888888889 TNS 2021nkb ZTF21abicckd 2021nkb SNIa 0.038 0.6391337466924867 0.8640056916097478 0.6932014946564493 0.748682479062964 0.8640056916097478 0.9853546454658897 -18.850899664838312 -18.850899664838312 66.77135106517419 66.77135106517419 59394.4540856001 59391.41850689985 17.37717994801718 17.727765943738955 17.37717994801718 1.9621940920196659 3.734258476067411 9.92293062696717 321.3746354 -22.94515804 0.012677099021637384 17.155032684898377 17.698671172690393 17.20659193379879 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.8534144789417056 6.5432765579469905 321.37303476 -22.94274684 0.08725211460218829 21.34499942957163 21.10744353916645 21.81367900941372 0.8500000000000001 False False 0.3 0.7 1.5 0.02 8 3 3.035578700248152 9.92293062696717 3.734258476067411 0.492079238891602 2.657269358980506 -0.029094771048562507 -0.17058801421838865 False 0.038 Inputed -18.775190702876415 -18.42460470715464 """""" """""" """"""
-0.12413068453262431 0.28020390012913277 0.37819825352686826 18.856209335582257 5826.25481545577 203.23311216200852 30 11 11 9.996192099992186 47 True True 2020opw 213.09776666666662 42.660583333333335 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 213.09776666666662 42.660583333333335 TNS 2020opw ZTF20abkloyg 2020opw SNIa 0.08 -0.13021441090135966 0.1361429074831939 -0.0688162808518058 -0.004046951909010943 0.1361429074831939 0.2914664380106373 20.623570327639943 20.623570327639943 -10.627378227647757 -10.627378227647757 59049.19545139978 59039.199259299785 18.761089862901358 18.761089862901358 18.98012299963039 0.7326875043845723 1.502355611783476 2.059707287930193 213.0977101989815 42.66115396534545 0.0034438164387545767 18.66204649918228 19.059744189698698 18.952752458464204 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.5418650292556819 1.6671589268832994 213.09793837 42.66013778 0.00519863488395178 20.798714672333002 19.662145717298984 21.890021095108985 0.6 False False 0.3 0.7 1.5 0.02 8 3 9.996192099992186 2.059707287930193 1.502355611783476 0.10699173123449413 1.3709851860473126 0.2986543267973403 -0.02737054116618509 False 0.08 Inputed -18.80981102244099 -19.02884415917002 """""" """""" """"""
-0.06909324032413616 0.5836840304151221 -11.161113772977316 17.775036106856014 5466.736363656354 93.22601275440621 34 24 24 56.91146990004927 50 True False 2019pud 318.229208 -16.6353 SLSN-I 0.1136 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 318.229208 -16.6353 TNS 2019pud ZTF19abxgmzr 2019pud SLSN-I 0.1136 0.11893658202250279 0.9141893597238138 0.2870147233235514 0.47444322004440664 0.9141893597238138 1.453766419727721 22.606282052987382 22.606282052987382 34.30518784706189 34.30518784706189 58758.274756900035 58732.29966440005 17.646985167795158 17.679521379265957 17.646985167795158 2.414314726588331 0.7 4.970020883643937 318.22839039 -16.63416323 0.19359048749741437 23.18324345831871 24.75264540424347 23.238570123195647 0.5 """""" """""" """""" """""" 0 False True all False False 0 0.7 4.970020883643937 318.22839039 -16.63416323 0.19359048749741437 23.18324345831871 24.75264540424347 23.238570123195647 0.5 False False 0.3 0.7 1.5 0.02 8 3 25.975092499982566 0.0 0.0 0.0 0.0 5.960478620734044 5.623014832204841 True 0.1136 Inputed -20.919678474403703 -20.887142262932905 """""" """""" """"""
-0.2534000546205364 0.14920395074436854 -4.943958938372083 18.511070421412093 4716.670651125502 93.35603514187014 46 21 21 44.00423610024154 41 True True 2019wpy 15.280820833333332 8.153125000000001 SNIa 0.04786 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 15.280820833333332 8.153125000000001 TNS 2019wpy ZTF19acyksfd 2019wpy SNIa 0.04786 0.24383228914374655 1.1033204813860706 0.42607237466825865 0.6288431754913546 1.1033204813860706 1.6840343746861066 9.587056211949628 9.587056211949628 34.41717988829191 34.41717988829191 58838.12759259995 58831.10423609987 18.15880635236928 18.15880635236928 18.209636323730276 1.0423023452687536 4.944189936909925 0.6466463612551461 15.28098822630465 8.15319433931407 0.0027845217274983236 15.747976236695052 16.545531271846293 16.154060208218098 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 4.944189936909925 0.6466463612551461 15.28098822630465 8.15319433931407 0.0027845217274983236 15.747976236695052 16.545531271846293 16.154060208218098 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 7.023356500081718 0.6466463612551461 4.944189936909925 0.3914710636281953 0.13078914230776786 -1.6132750805229854 -2.055576115512178 False 0.04786 Inputed -18.448817262611357 -18.499647233972354 """""" """""" """"""
-0.2217183604249839 0.14362539985813028 -9.409643364737553 16.306566113800017 4817.479283527451 146.96896543363653 187 103 103 74.84434029972181 43 True True 2020hvq 251.64524999999998 62.826888888888895 SNIa 0.019043 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 251.64524999999998 62.826888888888895 TNS 2020hvq ZTF20aavrzha 2020hvq SNIa 0.019043 0.22767878010583686 0.7265240991144246 0.3399940706543063 0.4602827370200231 0.7265240991144246 1.0301905263774458 16.28204843493524 16.28204843493524 58.562291864786566 58.562291864786566 58973.32379630022 58956.384409700055 15.755531195630262 15.878847210217211 15.755531195630262 14.974567708828062 11.950529483854087 17.479704521233067 251.6503365753005 62.82262522942685 0.0038059486389987462 13.278695639609097 14.601776476125718 13.711554406300783 0.9949999999999999 """""" """""" """""" """""" 2 True True all False False 0 4.379485800113042 13.88011760634117 251.64936972 62.82352355 0.00219386761999385 14.105776031303407 15.262699558281899 14.51583736025095 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.939386600162834 17.479704521233067 11.950529483854087 0.8902220698249348 1.46267197155149 -1.2770707340914935 -2.043976789329479 False 0.019043 Inputed -18.886362162341992 -18.763046147755045 """""" """""" """"""
-0.09598567019950296 0.3630555160432902 -16.986064693602035 19.773358599623833 5125.050236527957 209.81282222767322 77 34 34 18.233009200077504 60 True True 2019uju 32.73842083333333 29.62851388888889 SNIa 0.105 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 32.73842083333333 29.62851388888889 TNS 2019uju ZTF19acfvuxk 2019uju SNIa 0.105 0.15764711515801366 0.47793327035658706 0.23199762841679927 0.31006910849307445 0.47793327035658706 0.6624160909109094 1.570100811446503 1.570100811446503 16.662908388631003 16.662908388631003 58783.13793980004 58775.13751159981 19.533399916694552 19.658240288677916 19.533399916694552 0.3951770072992969 0.9948565074272142 0.6368169865619373 32.7385490533877 29.62837652411955 0.0020847670157828624 19.46411061133623 20.1889906943655 19.678560856802463 0.9199999999999999 """""" """""" """""" """""" 0 False True all False False 0 0.9948565074272142 0.6368169865619373 32.7385490533877 29.62837652411955 0.0020847670157828624 19.46411061133623 20.1889906943655 19.678560856802463 0.9199999999999999 False False 0.3 0.7 1.5 0.02 8 3 8.000428200233728 0.6368169865619373 0.9948565074272142 0.5104298375630378 0.6401093844265056 0.5307504056875842 0.14516094010791036 False 0.105 Inputed -18.858530134019286 -18.733689762035922 """""" """""" """"""
-0.044353652742324334 0.38437342119678186 -4.3447744112934235 19.29650812665944 5476.206433314441 180.6932186147327 40 16 16 70.77498849993572 382 True True 2020dbn 187.03609041666 20.178184055555 SNII 0.023 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 187.03609041666 20.178184055555 TNS 2020dbn ZTF20aaqbach 2020dbn SNII 0.023 -0.01821332274241172 0.3148772433101712 0.057970627177422074 0.13874579498526884 0.3148772433101712 0.5118783096120012 32.17856405945732 32.17856405945732 38.596424440478394 38.596424440478394 58915.40365740005 58900.43752310006 19.129670493679665 19.305666769687804 19.129670493679665 1.0933245252332153 2.7487438406745994 4.6357150542568215 187.0360139693855 20.179469753409947 0.00027547479603984293 13.545843115866184 14.934503162994385 14.376085982162952 0.9916666666666667 """""" """""" """""" """""" 1 False True all False False 0 0.7 2.674956804582468 187.036266607824 20.1774596496338 0.15713502082109154 24.292938217449187 23.264145951576232 24.710238041062354 0.3 False False 0.3 0.7 1.5 0.02 8 3 14.96613429998979 4.6357150542568215 2.7487438406745994 0.5584171808314338 1.6864849265543491 -4.371163606693418 -4.7535845115167135 False 0.023 Inputed -15.924361475565185 -15.748365199557046 """""" """""" """"""
-0.05146702733717312 0.32593675123590743 -32.01319031209162 18.618949774935288 3249.603683743269 350.9248367657568 16 16 16 56.01533570000902 91 True False 2020fzj 303.9288958333333 -6.316633333333333 SNII 0.01893 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 303.9288958333333 -6.316633333333333 TNS 2020fzj ZTF20aawiicr 2020fzj SNII 0.01893 1.060513898748134 1.3502273173123278 1.1300608082484835 1.2014987716036956 1.3502273173123278 1.5070699015356865 -10.231245850675695 -10.231245850675695 66.24658155068471 66.24658155068471 58964.45628469996 58964.45628469996 18.344599909107853 19.749152651494274 18.344599909107853 2.293591715845021 6.017299118653405 1.2690722227328426 303.92918746 -6.3164327 0.0032081368143519473 15.408679583787919 16.03922777442932 15.67162429125309 1.0 """""" """""" """""" """""" 0 False True all False False 0 6.017299118653405 1.2690722227328426 303.92918746 -6.3164327 0.0032081368143519473 15.408679583787919 16.03922777442932 15.67162429125309 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 1.2690722227328426 6.017299118653405 0.3676034831762305 0.21090396167921346 -3.709924877064953 -2.672975617854762 False 0.01893 Inputed -16.284307223133737 -14.879754480747316 """""" """""" """"""
-0.11296454331943975 0.56943710270766 -5.284097238809226 18.520200433475303 3792.6099547309436 175.5879860202158 33 16 16 36.902824100106955 788 True False 2020abqw 170.42084166666666 20.17482222222222 SNII 0.014 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 170.42084166666666 20.17482222222222 TNS 2020abqw ZTF20acvevsn 2020abqw SNII 0.014 0.5912054040025723 1.0899461301560933 0.7058393297773655 0.8269700960430875 1.0899461301560933 1.3827583326428048 11.715482677593657 11.715482677593657 25.1873414225133 25.1873414225133 59200.524536999874 59188.50976849999 18.282253551960075 18.95432121887339 18.282253551960075 2.1165079778330824 4.593363069773002 3.748220645316827 170.42049576 20.17383297 0.0009902149310875297 14.382818953180314 16.299573311138154 15.675463544654846 0.5 """""" """""" """""" """""" 10 False True all False False 0 2.6691318206043735 2.6740610791498876 170.4201226 20.17451208 0.0015889223645293438 16.342414087951184 16.08446441514492 17.967157025396823 0.5 False False 0.3 0.7 1.5 0.02 8 3 12.01476849988103 3.748220645316827 4.593363069773002 0.6241097664833077 0.8160079202060679 -2.654747907735235 -2.6067900073052286 False 0.014 Inputed -15.688798827458916 -15.016731160545602 """""" """""" """"""
-0.1072976035376229 0.3936908244387271 -4.06563496714366 18.907110936355267 5488.363909045462 67.19149575290074 72 32 32 35.94288189988583 52 True False 2020tgi 34.38124166666666 10.547322222222222 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 34.38124166666666 10.547322222222222 TNS 2020tgi ZTF20abyxuky 2020tgi SNIa 0.08 0.028397984787034147 1.1599187997870715 0.2516655935609826 0.5115921611181591 1.1599187997870715 2.017724914093769 12.707621702431055 12.707621702431055 23.235260197454778 23.235260197454778 59112.50239579985 59104.41702549998 18.692918858478915 18.692918858478915 18.70590668470065 0.8214295927053692 0.6930422091278966 0.5645896407017936 34.38115005 10.54745061 0.0004558142167799817 18.340061376547812 19.23135987651348 18.64794787802696 0.89 """""" """""" """""" """""" 0 False True all False False 0 0.6930422091278966 0.5645896407017936 34.38115005 10.54745061 0.0004558142167799817 18.340061376547812 19.23135987651348 18.64794787802696 0.89 False False 0.3 0.7 1.5 0.02 8 3 8.085370299872011 0.5645896407017936 0.6930422091278966 0.5834119984865183 0.814654047424119 0.5384410180345647 -0.05795880667368891 False 0.08 Inputed -19.084027337370728 -19.097015163592463 """""" """""" """"""
-0.14854532347852187 0.36256572996882186 -6.1111380552536225 18.75557273920761 5988.720378739505 147.33996663033318 35 17 17 30.018842599820346 51 True True 2020ziz 29.157104166666663 -5.811697222222222 SNIa 0.087971 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 29.157104166666663 -5.811697222222222 TNS 2020ziz ZTF20acpqagp 2020ziz SNIa 0.087971 -0.11081638366787061 0.2783908217320459 -0.023764528713439148 0.06987944053043194 0.2783908217320459 0.5177765313722986 9.779894845890457 9.779894845890457 20.23894775392989 20.23894775392989 59174.25406249985 59165.19292820012 18.32555789276198 18.32555789276198 18.50384647277895 0.6017478631040453 1.705223131910693 2.7930391680698277 29.15632507012755 -5.81173137817506 0.000260453942963923 14.760136443738341 15.833475373011826 15.151253525093793 0.785 """""" """""" """""" """""" 0 False True all False False 0 1.705223131910693 2.7930391680698277 29.15632507012755 -5.81173137817506 0.000260453942963923 14.760136443738341 15.833475373011826 15.151253525093793 0.785 False False 0.3 0.7 1.5 0.02 8 3 9.06113429972902 2.7930391680698277 1.705223131910693 0.6822218479180329 1.6379317848804003 -2.4920825197501557 -3.3525929476851566 False 0.087971 Inputed -19.496081689111783 -19.67437026912875 """""" """""" """"""
-0.1677981224250973 0.4396120178706943 -5.506783725749777 18.060275153798475 5836.230075033374 90.37660774969069 24 22 22 31.913900499697775 29 True False 2021wdx 15.187729166666664 -21.43225277777778 SNIa 0.0545 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 15.187729166666664 -21.43225277777778 TNS 2021wdx ZTF21abtxglm 2021wdx SNIa 0.0545 -0.05349569379024288 0.6759423746025952 0.09901082615467871 0.27028543131795146 0.6759423746025952 1.1788569525746837 10.371465969094206 10.371465969094206 21.54243453060357 21.54243453060357 59453.41907409998 59442.438750000205 17.766827854447794 17.766827854447794 17.92509218054045 1.9184798855113978 2.5056966968100967 6.515728899433068 15.18885925 -21.43372562 0.001183377154568177 15.1127694216609 16.090747999036314 15.432555132192373 0.96 """""" """""" """""" """""" 0 False True all False False 0 2.5056966968100967 6.515728899433068 15.18885925 -21.43372562 0.001183377154568177 15.1127694216609 16.090747999036314 15.432555132192373 0.96 False False 0.3 0.7 1.5 0.02 8 3 10.980324099771678 6.515728899433068 2.5056966968100967 0.6581928668439403 2.600366160728066 -1.67607985541148 -2.492537048348076 False 0.0545 Inputed -19.018869831246427 -19.177134157339083 """""" """""" """"""
-0.19250523359504862 0.16748871812056224 -7.281414165545677 13.181566507930555 6166.633791146758 111.82767566069552 113 23 23 63.001886600162834 86 True True 2020hvf 170.3602083333333 3.0146805555555556 SNIa 0.005838 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 170.3602083333333 3.0146805555555556 TNS 2020hvf ZTF20aavpnlv 2020hvf SNIa 0.005838 -0.11776337678866078 0.4165529247333186 -0.00241175643828484 0.1245287359122571 0.4165529247333186 0.7656442240771533 16.960835376682837 16.960835376682837 46.04105122348 46.04105122348 58977.16946760006 58962.20924769994 12.421513093681229 12.421513093681229 12.719247778887851 50.31732166624309 7.282239850253433 22.067786745629846 170.3541135921085 3.01395047331706 0.0027420386777026184 13.144554939143656 14.116428127655983 13.462276524285077 1.0 """""" """""" """""" """""" 14 False True all False False 0 0.7 7.641512936707959 170.36091383 3.01668287 0.15453485383797805 21.781368755412103 23.64 22.434653834080695 0.9 False False 0.3 0.7 1.5 0.02 8 3 14.960219900123775 22.067786745629846 7.282239850253433 0.6541516033709058 3.0303570329205587 1.6949150339747536 0.7430287453972255 False 0.005838 Inputed -19.34787223329351 -19.645606918500135 """""" """""" """"""
-0.01083952356562296 0.1552830814280107 -6.489467616752184 18.11873769310428 3919.95145828785 415.3532570329304 93 70 70 74.96273150015622 48 True True 2021kts 353.35534583333333 21.13297777777778 SNII 0.019 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 353.35534583333333 21.13297777777778 TNS 2021kts ZTF21aaxwcof 2021kts SNII 0.019 0.500368421545069 0.689058540212784 0.5458854333101826 0.5924922395943852 0.689058540212784 0.7902389751579832 165.33834195235815 165.33834195235815 -90.37561045220193 -90.37561045220193 59334.497928199824 59334.49552079989 17.867635833741907 18.693487973086725 17.867635833741907 0.313468972433799 5.9361931399349555 12.205938023344446 353.353356839507 21.1301398525859 0.0014179966536304045 13.434112732310295 14.468578882555962 13.734846682333945 1.0 """""" """""" """""" """""" 4 False True all False False 0 0.7 4.658898773312484 353.354803681001 21.1317865306877 0.8218129616695549 26.079504195432662 18.83289623878479 23.154629855890274 0.6666666666666666 False False 0.3 0.7 1.5 0.02 8 3 0.0024073999375104904 12.205938023344446 5.9361931399349555 0.7337322002220166 2.0561895032071327 -4.224909090530764 -4.132789151407962 False 0.019 Inputed -16.769324926588908 -15.943472787244092 """""" """""" """"""
-0.17221492816871076 0.43179960007390933 -6.6544229987216665 17.290462669471495 5688.644317820076 146.81696859907618 23 8 8 19.942338000051677 62 True False 2019ukq 97.33691666666665 -12.1554 SNIa 0.033 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 97.33691666666665 -12.1554 TNS 2019ukq ZTF19acoxgqw 2019ukq SNIa 0.033 -0.040434723850815146 0.3736084679047522 0.052298323431521965 0.15196457699931187 0.3736084679047522 0.6277191939732631 11.236923939157881 11.236923939157881 8.705414060893796 8.705414060893796 58805.48351849988 58792.468599500135 16.92720368821881 16.92720368821881 17.114233803097747 4.065462264057223 5.633431190010024 0.8251455181343949 97.33670158 -12.15530876 0.001539502371099566 14.62231970205307 18.663808771324156 14.990500197601317 0.79 """""" """""" """""" """""" 0 False True all False False 0 5.633431190010024 0.8251455181343949 97.33670158 -12.15530876 0.001539502371099566 14.62231970205307 18.663808771324156 14.990500197601317 0.79 False False 0.3 0.7 1.5 0.02 8 3 13.014918999746442 0.8251455181343949 5.633431190010024 3.6733085737228386 0.14647299138004147 1.7366050831053457 -2.1237336054964295 False 0.033 Inputed -18.72913501081573 -18.91616512569467 """""" """""" """"""
-0.048347052636881147 0.20160393156896592 -10.055262297511367 16.96999743906048 4011.9539557017815 119.99578644189702 27 14 14 60.92629630025476 46 True True 2018cqi 209.42045791666 17.508061 SNIIP 0.02218 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 209.42045791666 17.508061 TNS 2018cqi ZTF18abbpyvk 2018cqi SNIIP 0.02218 0.5862768478233811 1.3534092323638198 0.7557878293284475 0.9394795211209548 1.3534092323638198 1.8369002584937455 47.960258683209986 47.960258683209986 12.966037617044776 12.966037617044776 58311.17195599992 58286.28048609989 16.812158150497353 17.252888227482742 16.812158150497353 10.511632512189138 4.738710900206522 6.662344481645923 209.422276937385 17.5087056313127 0.0013456560854168131 14.378868612855076 15.054261670421361 14.606483026151658 1.0 """""" """""" """""" """""" 4 False True all False False 0 0.9468995430140004 2.6474365322971867 209.421198177221 17.5082669657414 0.006388893155160336 19.77357351518631 22.52347628018856 23.63038547768116 0.0 False False 0.3 0.7 1.5 0.02 8 3 24.891469900030643 6.662344481645923 4.738710900206522 0.4477786442697038 1.405940269822235 -2.198626557061381 -2.205675124345696 False 0.02218 Inputed -18.162593099508666 -17.721863022523276 """""" """""" """"""
-0.12299580367442488 0.3458557136536858 -9.388487129848354 19.12422521709747 5307.750336989951 95.0180766963027 44 24 24 44.90700230002403 14 True True 2021ezs 208.39581666666663 27.080941666666668 SNIa 0.11 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 208.39581666666663 27.080941666666668 TNS 2021ezs ZTF21aaoexjt 2021ezs SNIa 0.11 0.1317355166023937 0.9153418768259414 0.2979338053365943 0.482853116351059 0.9153418768259414 1.44396011844508 13.115686088718544 13.115686088718544 31.79131621130549 31.79131621130549 59294.26688659983 59280.39498839993 18.866632961373693 18.866632961373693 18.88677593996237 0.584287566357497 1.7084256993201483 0.5243565644458605 208.39565837924852 27.08097845019845 0.003358642339045481 18.76700719354868 19.548857461304664 19.083890170241595 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.7084256993201483 0.5243565644458605 208.39565837924852 27.08097845019845 0.003358642339045481 18.76700719354868 19.548857461304664 19.083890170241595 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 13.87189819989726 0.5243565644458605 1.7084256993201483 0.46496729106306844 0.3069238332428055 0.682224499930971 0.19711423027922592 False 0.11 Inputed -19.60838384246732 -19.628526821055996 """""" """""" """"""
-0.12797116580599216 0.31623596023998857 -10.060681119080172 18.91629989343719 5604.62304049866 103.26494471370272 33 21 21 32.02390050003305 41 True True 2021gbw 179.27024999999998 15.02677777777778 SNIa 0.080621 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 179.27024999999998 15.02677777777778 TNS 2021gbw ZTF21aaprevg 2021gbw SNIa 0.080621 0.05070351122073191 0.7207808113887566 0.1944027699504005 0.3531905888339182 0.7207808113887566 1.164105737809912 0.9364262323757284 0.9364262323757284 31.08747426765732 31.08747426765732 59293.29436339997 59291.293553200085 18.671719306853184 18.671719306853184 18.68548554222575 1.5214156067620366 1.2496489662536054 3.3376309813921967 179.27038967253998 15.02586052434945 0.0009403948614139512 16.596629847444298 17.38694647541523 16.565598620011805 0.9 """""" """""" """""" """""" 0 False True all False False 0 1.2496489662536054 3.3376309813921967 179.27038967253998 15.02586052434945 0.0009403948614139512 16.596629847444298 17.38694647541523 16.565598620011805 0.9 False False 0.3 0.7 1.5 0.02 8 3 2.000810199882835 3.3376309813921967 1.2496489662536054 0.8213478554034239 2.6708548332563127 -1.2847728314379552 -2.1198869222139436 False 0.080621 Inputed -19.12153405391651 -19.135300289289074 """""" """""" """"""
-0.0745988916455418 0.30313431401474183 -38.48335878759133 16.20069870879313 4837.13592556632 1165.7964819405067 136 57 57 74.97997679980472 35 True True 2020scc 138.53749999999997 40.07801944444445 SNIa 0.008483 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 138.53749999999997 40.07801944444445 TNS 2020scc ZTF20abyyvrw 2020scc SNIa 0.008483 0.1727446741329146 0.22644383086187858 0.18599191255776049 0.1993570001471454 0.22644383086187858 0.25401143149753835 -22.483398670392948 -22.483398670392948 97.46337547019766 97.46337547019766 59124.45629630005 59124.45629630005 15.851798487860439 16.508562002012663 15.851798487860439 29.566801176529193 0.7 17.640792342196168 138.541402141828 40.08190501892145 0.582404343965153 21.78470091497183 23.240498009092807 22.827870446625948 0.2333333333333333 """""" """""" """""" """""" 0 False True all False False 0 0.7 17.640792342196168 138.541402141828 40.08190501892145 0.582404343965153 21.78470091497183 23.240498009092807 22.827870446625948 0.2333333333333333 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.0 0.0 0.0 0.0 7.131437997987337 7.418201512139561 True 0.008483 Inputed -17.028253266696193 -16.37148975254397 """""" """""" """"""
-0.14636925068627318 0.9937735677572239 -1.4436227959010757 14.263536893675608 7050.081674251218 388.35531281443093 26 26 26 51.970833299681544 79 True True 2021niy 334.9171208333333 4.8691055555555565 Varstar 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 334.9171208333333 4.8691055555555565 TNS 2021niy ZTF21abbxkuh 2021niy Varstar 0.0 -0.33320413202769217 -0.22549694956541444 -0.3074577138781329 -0.2809362743934436 -0.22549694956541444 -0.1667421430490279 -1.3626983005293785 -1.3626983005293785 53.333531600210925 53.333531600210925 59352.46686339984 59352.428611100186 13.89743536118512 13.89743536118512 14.206669394336814 363.9675918697639 0.23760657286598477 0.20000033048850535 334.917167850684 4.8691354173272 0.0003765840234210005 20.893706835677623 20.650056554942132 20.724356200251577 0.0 """""" """""" """""" """""" 0 False True all False False 0 0.23760657286598477 0.20000033048850535 334.917167850684 4.8691354173272 0.0003765840234210005 20.893706835677623 20.650056554942132 20.724356200251577 0.0 False False 0.3 0.7 1.5 0.02 8 3 0.03825229965150356 0.20000033048850535 0.23760657286598477 -0.07429964530944488 0.841728947461861 6.752621193757012 6.517686805914764 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.3249036905570023 0.5516475691369582 -1.6811049388770403 18.249043715863372 5693.226557259237 199.75396208040877 13 10 10 14.96200229972601 42 True False 2018fmt 20.253635416666 -13.8629585 SNIbn 0.055 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 20.253635416666 -13.8629585 TNS 2018fmt ZTF18abqbuaj 2018fmt SNIbn 0.055 -0.08893133090932537 0.19239602536321598 -0.024121816691714315 0.044273247890838974 0.19239602536321598 0.35663295543597684 3.235681777420389 3.235681777420389 11.72632052230562 11.72632052230562 58360.48263890017 58357.39668980008 18.168386625642544 18.221834812946533 18.168386625642544 1.5332371045599908 2.724133421788849 1.2912849691179966 20.25328403 -13.86284771 0.0038924845423687904 17.692125686097146 18.30953490231037 17.97322982801795 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.724133421788849 1.2912849691179966 20.25328403 -13.86284771 0.0038924845423687904 17.692125686097146 18.30953490231037 17.97322982801795 1.0 False False 0.3 0.7 1.5 0.02 8 3 3.085949100088328 1.2912849691179966 2.724133421788849 0.3363050742924223 0.4740167859583222 0.08770008936383888 -0.1951567976245947 False 0.055 Inputed -18.795659281042376 -18.742211093738387 """""" """""" """"""
-0.1649877147730599 0.3434024651306386 -6.230336184741846 18.983533043145805 5662.078850751238 168.76547397252267 34 18 18 40.878171199932694 56 True True 2020abqd 124.06978333333335 37.40385555555555 SNIa 0.082 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 124.06978333333335 37.40385555555555 TNS 2020abqd ZTF20acuoclk 2020abqd SNIa 0.082 -0.045315585168946626 0.3067171130473767 0.03465304152115323 0.11981754915639087 0.3067171130473767 0.5174537808212065 12.204183798735485 12.204183798735485 28.67398740119721 28.67398740119721 59193.42581020016 59181.46966439998 18.53942486205806 18.53942486205806 18.7308521819411 1.1794825204116237 0.9079874194944455 0.564684284068218 124.069587495072 37.4038354959228 0.000972672349212278 18.707433906811474 19.816766404597757 19.076518835208418 0.9850000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.9079874194944455 0.564684284068218 124.069587495072 37.4038354959228 0.000972672349212278 18.707433906811474 19.816766404597757 19.076518835208418 0.9850000000000001 False False 0.3 0.7 1.5 0.02 8 3 11.956145800184458 0.564684284068218 0.9079874194944455 0.7402475693893393 0.6219076079078565 1.2773415425396983 0.34566665326731894 False 0.082 Inputed -19.11364832050544 -19.30507564038848 """""" """""" """"""
-0.17874184744299232 0.20989629005956395 -7.612788267041312 18.969477844967706 5414.036402200532 99.23407263564071 52 30 30 37.8355208998546 64 True True 2021pci 238.52410833333332 24.59475833333333 SNIa 0.070246 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 238.52410833333332 24.59475833333333 TNS 2021pci ZTF21abeokcr 2021pci SNIa 0.070246 0.07042493904812375 0.7833850373663758 0.22245654780299162 0.3910524704032099 0.7833850373663758 1.259703904526969 12.053746993962278 12.053746993962278 25.781773905892322 25.781773905892322 59382.30210650014 59371.369629600085 18.507322036200044 18.507322036200044 18.568403593781678 0.895179355776599 2.4523535898378923 3.4949213463075735 238.5237725334035 24.59567987912545 0.0019248772257275393 16.572260713552236 17.10394243822813 16.818714473108052 0.9949999999999999 """""" """""" """""" """""" 2 False True all False False 0 0.7 1.5639982471674228 238.523934665116 24.5943536047042 0.008410983895316138 21.29153332632065 21.47926556899071 21.56249153065443 0.31 False False 0.3 0.7 1.5 0.02 8 3 10.93247690005228 3.4949213463075735 2.4523535898378923 0.28522796512007886 1.4251294596300845 -1.403379597971913 -1.7496891206736258 False 0.070246 Inputed -18.93449990174892 -18.995581459330555 """""" """""" """"""
-0.11527353249862096 0.27838471513995644 -20.264704359655113 17.837771789574468 4993.525131061882 216.51376166280767 24 20 20 65.95788190001622 36 True False 2019big 200.85458291666 70.865561 SNIa 0.051 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 200.85458291666 70.865561 TNS 2019big ZTF19aakobov 2019big SNIa 0.051 0.21763581384003317 0.539350962022425 0.29254130509216125 0.37104171826354815 0.539350962022425 0.7236678402606103 -9.171513868950813 -9.171513868950813 75.12939576896703 75.12939576896703 58546.263171299826 58546.263171299826 17.93791787443699 17.93791787443699 18.324537728203094 5.786984468791285 4.479199439280566 3.61050241893805 200.85553345 70.86460771 0.004454772831685161 16.43498699055016 17.04657835626602 16.63901317819357 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.479199439280566 3.61050241893805 200.85553345 70.86460771 0.004454772831685161 16.43498699055016 17.04657835626602 16.63901317819357 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 3.61050241893805 4.479199439280566 0.40756517807245274 0.8060597586424856 -0.8913395181709696 -1.685524550009525 False 0.051 Inputed -18.473513072895372 -18.860132926661475 """""" """""" """"""
-0.15732781815201624 0.23141678365963927 -13.367345055689057 18.16387752851722 5873.424700181426 132.16790493631459 132 96 96 74.86354170041159 134 True False 2020hvb 278.7843249999999 31.688955555555555 SNIa 0.055 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 278.7843249999999 31.688955555555555 TNS 2020hvb ZTF20aavnnkm 2020hvb SNIa 0.055 -0.008731435202452786 0.47034790250114256 0.09735829100895188 0.21221379725778178 0.47034790250114256 0.770263524025907 15.921301963834974 15.921301963834974 58.94223973657661 58.94223973657661 58976.4947106 58956.50851849979 17.580386223122275 17.580386223122275 17.713607668813832 2.3360032113831113 1.1132799161666336 0.5554527339461759 278.78450424 31.68893222 0.002393475258218647 19.398909535837173 20.706073569774627 19.875320701932907 0.6700000000000002 """""" """""" """""" """""" 0 False True all False False 0 1.1132799161666336 0.5554527339461759 278.78450424 31.68893222 0.002393475258218647 19.398909535837173 20.706073569774627 19.875320701932907 0.6700000000000002 False False 0.3 0.7 1.5 0.02 8 3 19.986192100215703 0.5554527339461759 1.1132799161666336 0.8307528678417206 0.498933579848248 3.1256873466523523 2.1617130331190744 False 0.055 Inputed -19.250438237871087 -19.383659683562644 """""" """""" """"""
-0.14564687529254353 0.30455741279966886 -6.375987564146294 18.79439184720683 5683.765991488543 122.65135004000865 43 24 24 36.9916898002848 50 True True 2021ktw 215.87835416666664 8.344927777777778 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 215.87835416666664 8.344927777777778 TNS 2021ktw ZTF21aaxstsv 2021ktw SNIa 0.09 -0.030528358344337647 0.48354312020784107 0.08218096475026115 0.20498767502171233 0.48354312020784107 0.810896259456733 6.823705319744295 6.823705319744295 30.167984480540508 30.167984480540508 59340.35273149982 59335.31590279983 18.43629894351665 18.43629894351665 18.49475058194625 1.239725568949793 1.513363568844631 0.5003991074012968 215.8782220682425 8.3449750905065 0.00035517253334671484 16.122540927181838 17.2763480459404 16.475469618344306 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.513363568844631 0.5003991074012968 215.8782220682425 8.3449750905065 0.00035517253334671484 16.122540927181838 17.2763480459404 16.475469618344306 0.99 False False 0.3 0.7 1.5 0.02 8 3 5.036828699987382 0.5003991074012968 1.513363568844631 0.8008784275960927 0.3306535968639206 -1.1599508975762518 -2.0192809636019433 False 0.09 Inputed -19.555634063232986 -19.614085701662585 """""" """""" """"""
-0.0032173947862333303 0.37967677628427354 -16.261990072905224 18.595824869853395 5488.76603511623 169.19517776321044 41 27 27 72.93623850028962 37 True True 2019rms 135.18906666666 19.745120888888 SNII 0.0369 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 135.18906666666 19.745120888888 TNS 2019rms ZTF19acbvisk 2019rms SNII 0.0369 0.07858938136200422 0.4638823422029468 0.16634107483757532 0.2596342050496361 0.4638823422029468 0.6935425992398763 287.7140524842854 287.7140524842854 -214.77781398399577 -214.77781398399577 58760.484768500086 58757.50846059993 18.451935897479597 18.451935897479597 18.54960342272473 2.0455085250683736 3.4675306976214375 3.1458854271003114 135.189204059742 19.745985124898098 0.002897809643236049 16.49367876879871 17.16785772907853 16.679760770338774 0.985 """""" """""" """""" """""" 1 False True all False False 0 0.7 0.558954665487068 135.189184169308 19.7452298670556 0.010818511561634825 22.49580776762843 22.0066196412611 21.949583566999436 0.25 False False 0.3 0.7 1.5 0.02 8 3 2.976307900156826 3.1458854271003114 3.4675306976214375 0.48809695873975656 0.9072408296942376 -1.2840781684010665 -1.8698426523859553 False 0.0369 Inputed -17.538400106181914 -17.636067631427046 """""" """""" """"""
-0.14149089553287886 0.3628915766088976 -3.996990833341614 19.044861027860282 5735.575820829006 145.62876081628158 42 22 22 38.01728009991348 53 True False 2020zka 124.63026666666666 -4.36165 SNIa 0.095 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 124.63026666666666 -4.36165 TNS 2020zka ZTF20acpwmui 2020zka SNIa 0.095 -0.07420084740856225 0.3325179432105081 0.016735174014449683 0.11457944801110287 0.3325179432105081 0.5828556178821529 11.191619775007553 11.191619775007553 26.825660324905925 26.825660324905925 59173.46140050003 59165.43686340004 18.67307638582725 18.67307638582725 18.758708146942062 0.7491772784144924 3.380784180344979 5.015971478433254 124.63138942 -4.3608205 0.0033618865387923247 16.42538680164814 17.469323165798187 16.683357872295378 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.380784180344979 5.015971478433254 124.63138942 -4.3608205 0.0033618865387923247 16.42538680164814 17.469323165798187 16.683357872295378 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.024537099990994 5.015971478433254 3.380784180344979 0.7859652935028087 1.483671009700897 -1.2037532200290642 -2.0753502746466843 False 0.095 Inputed -19.4113815862032 -19.49701334731801 """""" """""" """"""
-0.10338742432479722 0.2592700971566742 -11.78723821954653 18.965331255968508 4129.059403674982 113.59925833010774 28 17 17 37.06246529985219 60 True True 2019rlw 108.08304208333 66.203531 SNIb 0.027 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 108.08304208333 66.203531 TNS 2019rlw ZTF19acbmojx 2019rlw SNIb 0.027 0.569154713028734 1.3802623694879657 0.7470947291277348 0.9408064953304063 1.3802623694879657 1.897984255830611 17.353600472251244 17.353600472251244 19.708864827600948 19.708864827600948 58772.535995400045 58756.45172449993 18.614558509079444 19.161615384365774 18.614558509079444 0.6759634879828302 2.6438243559932766 1.406222319670756 108.0821189511085 66.20341333672886 0.00109941062538077 16.08719620430708 16.785203337454796 16.30180178105354 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.6438243559932766 1.406222319670756 108.0821189511085 66.20341333672886 0.00109941062538077 16.08719620430708 16.785203337454796 16.30180178105354 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 16.08427090011537 1.406222319670756 2.6438243559932766 0.4834015564012546 0.5318894640194214 -2.3764120469109784 -2.312756728025903 False 0.027 Inputed -16.78983162010875 -16.24277474482242 """""" """""" """"""
-0.20532468577069296 0.18289996107784232 -8.81696921480214 18.30051013479733 5072.758892245533 131.60928372920864 19 17 17 55.95001160027459 52 True True 2019elm 318.62829208333 7.828239 SNIa 0.066 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 318.62829208333 7.828239 TNS 2019elm ZTF19aatvlfl 2019elm SNIa 0.066 0.15201308815480274 0.6915034531315065 0.27183949595098866 0.40130415456728485 0.6915034531315065 1.0277654814703823 9.449067270261938 9.449067270261938 46.50094433001266 46.50094433001266 58617.46234950004 58607.470115699805 17.848655608047768 17.848655608047768 18.65215941744517 2.8020952148477014 2.1439677104573787 36.73011799446013 318.62671222198946 7.838321050607355 0.0025197752318460998 12.150199350008965 16.42286305998802 15.51641562262535 0.5125 """""" """""" """""" """""" 20 True True all False False 0 0.6886156100330652 1.204719225931286 318.628120737674 7.827950604323975 0.0017666566592956512 19.594895603296756 20.4426912789917 19.787978823528288 0.6785714285714286 False False 0.3 0.7 1.5 0.02 8 3 9.992233800236136 36.73011799446013 2.1439677104573787 0.9064474373626705 17.13184289824234 -1.4257925480597464 -3.1357437948198186 False 0.066 Inputed -18.71327845918342 -19.516782268580823 """""" """""" """"""
-0.11157953349019639 0.2754373620424251 -18.578991564823447 19.6924447474808 5120.72874615066 122.3887284286904 27 13 13 14.036134299822152 73 True True 2021inl 195.38852083333333 27.831977777777777 SNIb 0.02 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 195.38852083333333 27.831977777777777 TNS 2021inl ZTF21aasuego 2021inl SNIb 0.02 0.2708811505311708 0.9033901086524381 0.41042355819213583 0.5618277445483102 0.9033901086524381 1.3025821431632352 -7.023153348665101 -7.023153348665101 21.059287648487253 21.059287648487253 59311.23869210016 59311.23869210016 19.455834280164954 19.455834280164954 19.74472763983484 3.7777664932260926 3.666167734100682 59.11058711095375 195.38250591006602 27.847512079259403 0.013870250421229802 13.14767075858444 14.283050613229275 13.59752711987257 0.905 """""" """""" """""" """""" 69 False True all False False 0 0.6533527640569249 4.573562532114282 195.389952017969 27.83186736074885 0.07576692285997211 22.077177645407318 24.390244981366397 23.35204629136443 0.47000000000000003 False False 0.3 0.7 1.5 0.02 8 3 0.0 59.11058711095375 3.666167734100682 0.6855234933567047 16.123263145092757 -5.172783666935679 -6.147200519962269 False 0.02 Inputed -15.004167128651252 -15.293060488321137 """""" """""" """"""
-0.008647047135069324 0.20426274733993527 -2.021721287690675 16.896727195327454 4537.069734746814 204.51449459838528 19 16 16 73.96517360024154 51 True False 2019bip 158.13740416666 -19.07537988888 SNII 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 158.13740416666 -19.07537988888 TNS 2019bip ZTF19aallimd 2019bip SNII 0.03 0.2370005770616892 0.5836831577675419 0.3174006023806868 0.40187592961245855 0.5836831577675419 0.7837579374712433 206.67349521809646 206.67349521809646 -132.70832161785492 -132.70832161785492 58568.274803199805 58543.266354199965 16.755371805166686 16.786348976620765 16.755371805166686 4.262269841142541 3.0943158480377817 10.464459391673824 158.13598413 -19.07280146 0.018250599078537877 17.694436418557167 17.939082892894746 17.965628282117844 0.9875 """""" """""" """""" """""" 1 False True all False False 0 0.8679538501124122 5.6939158830309 158.13869965 -19.07437861 0.08880513976302606 21.704954232215883 23.121748901987075 23.27 0.85 False False 0.3 0.7 1.5 0.02 8 3 25.008448999840766 10.464459391673824 3.0943158480377817 -0.02654538922309868 3.3818329820175657 1.1527339162739807 1.2102564769511588 False 0.03 Inputed -18.879425648458643 -18.848448477004563 """""" """""" """"""
-0.011253495166106239 0.4973484868582938 -29.71197454978278 18.085334979873736 4251.141216180968 267.93800210469783 36 17 17 74.97194449976087 53 True True 2019udz 193.13641708333 33.904539 SNII 0.04323 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 193.13641708333 33.904539 TNS 2019udz ZTF19ackjtfm 2019udz SNII 0.04323 0.5270061981854823 0.8314545409038097 0.5990242059350805 0.6737179287114259 0.8314545409038097 1.000890813762613 32.35445969903468 32.35445969903468 42.61748480072619 42.61748480072619 58800.5338773001 58800.5338773001 17.990884895404264 18.176963970591547 17.990884895404264 2.569355593041899 1.925194152570791 3.3514683386872135 193.13683161594702 33.90367394387895 0.0027510473631150445 17.477992857660652 17.86333783085823 17.62828822087884 0.7333333333333334 """""" """""" """""" """""" 1 False True all False False 0 3.689283415619442 3.0638678181361567 193.136959125947 33.90381654887895 0.007352896089890981 17.59579175138414 17.988395298757553 17.68739991979718 0.8166666666666668 False False 0.3 0.7 1.5 0.02 8 3 0.0 3.3514683386872135 1.925194152570791 0.2350496099793915 1.7408469344309299 -0.31362613973331577 -0.3625966745254239 False 0.04323 Inputed -18.444234640564453 -18.25815556537717 """""" """""" """"""
-0.12606677885646222 0.5001479436756688 -2.3298113672423275 19.442112398281722 5412.323229036004 177.87640855213448 156 91 91 29.955011599697173 54 True True 2019nql 264.45553666666 57.780448222222 SNIa 0.11 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 264.45553666666 57.780448222222 TNS 2019nql ZTF19abnmnrz 2019nql SNIa 0.11 -0.017161137921327452 0.3221169854776136 0.06033060967353521 0.14256626026569563 0.3221169854776136 0.5232750142148426 14.080123786310931 14.080123786310931 15.874887813386241 15.874887813386241 58707.223495400045 58696.30946760019 19.07240638790577 19.07240638790577 19.242511476241106 0.33484608896220197 1.0054021077592938 0.7486741073507849 264.455332984165 57.7802708632008 0.004177052015078231 20.309810366544724 21.312045795991423 20.790270426285268 0.95625 """""" """""" """""" """""" 0 False True all False False 0 1.0054021077592938 0.7486741073507849 264.455332984165 57.7802708632008 0.004177052015078231 20.309810366544724 21.312045795991423 20.790270426285268 0.95625 False False 0.3 0.7 1.5 0.02 8 3 10.914027799852192 0.7486741073507849 1.0054021077592938 0.5217753697061553 0.7446514201360985 2.2396394080856545 1.5477589500441624 False 0.11 Inputed -19.252648306188583 -19.42275339452392 """""" """""" """"""
-0.2538629861323558 0.4292743674732935 -7.880768535626486 16.825133841080085 5589.536002177519 232.09548070665062 9 7 7 8.014178200159222 82 True False 2019gyy 259.16664249999 11.479383333333 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 259.16664249999 11.479383333333 TNS 2019gyy ZTF19adcoavq 2019gyy CV 0.0 -0.03226300627245138 0.2175535922006766 0.02599710962595836 0.08699099455886738 0.2175535922006766 0.360198161558813 -4.549605430111181 -4.549605430111181 12.563783630270404 12.563783630270404 59675.44193289988 59675.44193289988 16.84043139249401 16.958471449681806 16.84043139249401 19.652638603762426 0.7372699724090871 0.2134220795807476 259.16669652 11.47935665 0.005491688043790521 21.630799024677277 21.97771636428833 21.664797428131102 0.0875 """""" """""" """""" """""" 0 False True all False False 0 0.7372699724090871 0.2134220795807476 259.16669652 11.47935665 0.005491688043790521 21.630799024677277 21.97771636428833 21.664797428131102 0.0875 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.2134220795807476 0.7372699724090871 0.312918936157228 0.2894761587582013 5.019244914606524 4.824366035637091 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.03219663729184827 0.32902446719041534 -24.478659663225557 20.49090796922893 6559.94974318903 193.2776249969677 20 12 12 40.913553200196475 50 True True 2019itq 328.61983246 -8.34727207 SLSN-I 0.481 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 328.61983246 -8.34727207 TNS 2019itq ZTF19abctjtj 2019itq SLSN-I 0.481 -0.11812241549612779 0.1665092182650767 -0.05276859973972847 0.016349716511346202 0.1665092182650767 0.3336616919245792 24.010784026896786 24.010784026896786 16.90276917329969 16.90276917329969 58672.42263890011 58658.45925930003 20.01091025867411 20.01091025867411 20.279530331774424 0.5840162064589052 0.8003559330280995 0.20711825313810903 328.61988174 -8.34730261 0.019460404615286753 23.09440885345936 23.64 23.57828205252886 0.5 """""" """""" """""" """""" 0 False True all False False 0 0.8003559330280995 0.20711825313810903 328.61988174 -8.34730261 0.019460404615286753 23.09440885345936 23.64 23.57828205252886 0.5 False False 0.3 0.7 1.5 0.02 8 3 13.963379600085318 0.20711825313810903 0.8003559330280995 0.06171794747114134 0.25878267979408776 3.629089741325892 3.298751720754435 False 0.481 Inputed -21.52019950230516 -21.788819575405476 """""" """""" """"""
-0.20950175055965758 0.16814162597891114 -5.71192722726758 17.72288574340299 5300.297100755092 129.869574532823 64 43 43 67.96388889988884 48 True True 2020zgu 150.90374999999997 45.29913888888888 SNIa 0.04136 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 150.90374999999997 45.29913888888888 TNS 2020zgu ZTF20acphdbu 2020zgu SNIa 0.04136 0.054070169668055 0.5662694859843995 0.1674219931814065 0.29018544689307646 0.5662694859843995 0.887378539610026 12.919156075881721 12.919156075881721 55.04473282400712 55.04473282400712 59175.532048599795 59165.41138890013 17.168161942638775 17.168161942638775 17.233326918572576 5.674233716084682 3.416642167888162 1.712198965576098 150.90410137486901 45.2987325421664 0.0013828140785338006 15.724060528590083 16.479424084388313 15.988129522300959 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.416642167888162 1.712198965576098 150.90410137486901 45.2987325421664 0.0013828140785338006 15.724060528590083 16.479424084388313 15.988129522300959 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.12065969966352 1.712198965576098 3.416642167888162 0.49129456208735434 0.5011349978843158 -0.6887378582504624 -1.2451973962716174 False 0.04136 Inputed -19.104793228532458 -19.16995820446626 """""" """""" """"""
-0.16474762064143128 0.17735133554966054 -9.831232041827896 18.46905144071268 4488.378838204372 234.33953245222116 33 19 19 69.96105330018327 94 True True 2019bgl 260.51269458333 59.114826 SNIbc 0.032 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 260.51269458333 59.114826 TNS 2019bgl ZTF19aakpcuw 2019bgl SNIbc 0.032 0.30725316245717593 0.6190259067611734 0.38029996794605125 0.45653912588278445 0.6190259067611734 0.7956216265934835 15.687850364497463 15.687850364497463 54.2732029356858 54.2732029356858 58541.5343865999 58526.51392359985 17.960483802777038 18.197010570168406 17.960483802777038 2.291493159847754 3.443174988698508 10.739368774807419 260.51690750914804 59.11277119647995 0.0036306835977918395 15.43279127039075 17.299814322217703 16.64392557027221 0.6611111111111111 """""" """""" """""" """""" 8 False True all False False 0 0.7 1.5088478168577484 260.5129765837915 59.1144326672598 0.01461206450374819 22.074133653018475 19.50449732234597 20.42728699351907 0.8125 False False 0.3 0.7 1.5 0.02 8 3 15.020463000051677 10.739368774807419 3.443174988698508 0.6558887519454935 3.1190307811996547 -0.8971962479507027 -1.3165582325048284 False 0.032 Inputed -17.815530547210475 -17.579003779819107 """""" """""" """"""
-0.12911910292656567 0.45881335882463103 -7.381234186428191 19.302034652118284 5468.600462524986 131.83400081956228 73 31 31 27.089374999981374 46 True True 2019ugv 0.34009999999999996 34.60775833333334 SNIa 0.11 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 0.34009999999999996 34.60775833333334 TNS 2019ugv ZTF19acklbjr 2019ugv SNIa 0.11 0.02713466026069611 0.5207158872417708 0.13649694549393132 0.2548505993497372 0.5207158872417708 0.8294666608585288 13.700806980612036 13.700806980612036 13.388568019369337 13.388568019369337 58800.20283559989 58785.15484949993 18.99606243855692 18.99606243855692 19.023610244921546 0.3572013589054834 1.4370924995680123 3.02659774837294 0.341040055341913 34.607429448023 0.002378242149289722 17.815981427721976 18.396798561558725 18.041742184891703 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.4370924995680123 3.02659774837294 0.341040055341913 34.607429448023 0.002378242149289722 17.815981427721976 18.396798561558725 18.041742184891703 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.047986099962145 3.02659774837294 1.4370924995680123 0.3550563766670223 2.1060563250331694 -0.5992638769981937 -0.9818680600298428 False 0.11 Inputed -19.471549537508142 -19.49909734387277 """""" """""" """"""
-0.1741769223558921 0.26474332029934633 -7.788926838242288 18.544732735519023 6364.78141970892 109.40131926386424 24 12 12 37.91574069997296 85 True False 2019pyt 267.64876958333 20.089201694444 SNIa 0.065 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 267.64876958333 20.089201694444 TNS 2019pyt ZTF19abyfbik 2019pyt SNIa 0.065 -0.14869758696041657 0.38539253055832035 -0.033894858469587064 0.09279428863442973 0.38539253055832035 0.7368166654178196 9.782614840205378 9.782614840205378 28.13312585976758 28.13312585976758 58747.12917819992 58737.18777780002 17.95239380813691 17.95239380813691 18.185828640099025 2.029453706798467 1.5749170960753323 1.6771516868180845 267.648465 20.08883398 0.0018835066358947605 17.921155710482598 18.307668266391754 18.11255169997215 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.5749170960753323 1.6771516868180845 267.648465 20.08883398 0.0018835066358947605 17.921155710482598 18.307668266391754 18.11255169997215 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 9.941400399897248 1.6771516868180845 1.5749170960753323 0.1951165664196033 1.0649142681843502 0.3552744582548435 -0.07327694012687402 False 0.065 Inputed -19.145963868862378 -19.379398700824492 """""" """""" """"""
-0.12302120584236417 0.38197283881614774 -7.867195622335958 18.176864005023543 5158.676685348821 149.0505702356576 18 13 13 45.88251159992069 66 True False 2020aqo 130.489625 -17.912511111111108 SNIa 0.067 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 130.489625 -17.912511111111108 TNS 2020aqo ZTF20aaeujsk 2020aqo SNIa 0.067 0.1057571496742753 0.5590276249750517 0.20775295245448788 0.3170369673018172 0.5590276249750517 0.8350881601978024 12.8617493352884 12.8617493352884 33.02076226463229 33.02076226463229 58872.250393500086 58859.34453700017 17.99887832779261 17.99887832779261 18.260241725978993 1.4190476152830847 2.0599838776455157 1.5529668236626415 130.48958598 -17.91294089 0.0029654417120676957 17.966149250602722 18.242808809947967 18.13487119693756 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.0599838776455157 1.5529668236626415 130.48958598 -17.91294089 0.0029654417120676957 17.966149250602722 18.242808809947967 18.13487119693756 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.90585649991408 1.5529668236626415 2.0599838776455157 0.10793761301040661 0.753873290230613 0.2439304821553563 -0.1253705290414331 False 0.067 Inputed -19.13834172320687 -19.399705121393254 """""" """""" """"""
-0.07086934655024979 0.32889546135082504 -15.267056796604557 19.24075531813024 4202.003174442805 201.57977293577304 31 9 9 10.904432800132781 62 True False 2020ckt 88.85717916666667 51.947199999999995 SNIa 0.066 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 88.85717916666667 51.947199999999995 TNS 2020ckt ZTF20aamxhlg 2020ckt SNIa 0.066 0.48294589698152635 0.8882473094525061 0.5770532275171121 0.6758467549982221 0.8882473094525061 1.1217538926850885 0.4240054114332157 0.4240054114332157 10.480427388699566 10.480427388699566 58892.28278939985 58892.28278939985 18.90503069405562 19.663233446073534 18.90503069405562 2.384388628470844 3.1195903888053254 0.6993704027307694 88.85715078 51.94739348 0.0016528294853696002 16.262087730503083 17.21065704278946 16.694812975883483 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.1195903888053254 0.6993704027307694 88.85715078 51.94739348 0.0016528294853696002 16.262087730503083 17.21065704278946 16.694812975883483 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.6993704027307694 3.1195903888053254 0.5158440669059772 0.2241866128452202 -2.4525764032840733 -2.210217718172135 False 0.066 Inputed -18.460407182572972 -17.702204430555057 """""" """""" """"""
-0.17901274377908505 0.1760349342050713 -9.819377826654533 17.921055657785057 4361.270575626231 216.73866047468448 49 36 36 73.87690980033949 42 True True 2020cho 160.96138333333332 18.658405555555554 SNIa 0.03023 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 160.96138333333332 18.658405555555554 TNS 2020cho ZTF20aamsjws 2020cho SNIa 0.03023 0.3618737196908768 0.7122732234613522 0.44357890805472877 0.5291196859814846 0.7122732234613522 0.9125307733640327 12.823508026235585 12.823508026235585 61.053401774103904 61.053401774103904 58904.2337962999 58891.29453699989 17.36306202102169 17.752560328359454 17.36306202102169 2.048669130167724 3.4222784238154853 7.722990098950764 160.9622643645875 18.656429339938953 0.0010204167861028735 14.318969278103113 15.495011092606783 14.698710684626102 0.99 """""" """""" """""" """""" 1 False True all False False 0 0.7 2.841987527566044 160.96219260582 18.6582176003998 0.012175120662367367 20.69730616824865 21.164331128647326 20.749870421214105 0.0375 False False 0.3 0.7 1.5 0.02 8 3 12.939259300008416 7.722990098950764 3.4222784238154853 0.7963004079806808 2.256680825618049 -2.2575492357526716 -2.6643513363955886 False 0.03023 Inputed -18.288443591491244 -17.89894528415348 """""" """""" """"""
-0.03443946207140113 0.49252072295543237 -31.17311742902016 18.914762971709997 6387.0505458203825 237.86198732465482 32 15 15 74.85533569986 31 True True 2020qvw 250.98342083333324 77.87992222222222 SNII 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 250.98342083333324 77.87992222222222 TNS 2020qvw ZTF20abqkaoc 2020qvw SNII 0.05 -0.07926158009228246 0.15480363984960022 -0.02462208903274643 0.032545292836289264 0.15480363984960022 0.28821409534299747 -10.573872542767997 -10.573872542767997 85.42920824262801 85.42920824262801 59067.3177546002 59067.28267360013 18.562566119004142 18.562566119004142 18.791892109125122 3.272579608721694 2.7244012873225536 3.2428944650780505 250.9852784782925 77.87911024203069 0.003193381890254199 17.103745797469614 18.053816577978132 17.43798213292122 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.7244012873225536 3.2428944650780505 250.9852784782925 77.87911024203069 0.003193381890254199 17.103745797469614 18.053816577978132 17.43798213292122 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.035081000067293644 3.2428944650780505 2.7244012873225536 0.6158344450569118 1.1903145399938693 -0.5087495410260097 -1.3539099762039015 False 0.05 Inputed -17.962646522050154 -18.191972512171134 """""" """""" """"""
-0.15822192653505202 0.26844106143385715 -4.676448023752798 18.07673329212639 6128.376452148936 77.696763596897 48 35 35 43.98396989982575 47 True True 2021ibo 136.1089958333333 8.012786111111112 SNIa 0.058 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 136.1089958333333 8.012786111111112 TNS 2021ibo ZTF21aarmkuj 2021ibo SNIa 0.058 -0.11616700466950647 0.7226427897727845 0.05370971249602974 0.2483722074549135 0.7226427897727845 1.3310375866629407 13.616985488465312 13.616985488465312 30.36698441136044 30.36698441136044 59316.214826399926 59306.2332870001 17.58869678811819 17.58869678811819 17.75957825967605 1.1084459646820626 1.2493861358850604 5.870210816082414 136.10839319549052 8.014303605114245 0.03683657303829613 20.32834707898855 20.277692236266137 20.342022536447047 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.2493861358850604 5.870210816082414 136.10839319549052 8.014303605114245 0.03683657303829613 20.32834707898855 20.277692236266137 20.342022536447047 0.975 False False 0.3 0.7 1.5 0.02 8 3 9.981539399828762 5.870210816082414 1.2493861358850604 -0.06433030018090946 4.698476033531442 2.6889954481479457 2.582444276770996 False 0.058 Inputed -19.32130529929162 -19.49218677084948 """""" """""" """"""
-0.11212108376146915 0.44335463491859606 -3.9068163814607395 19.34271872993166 5500.554766992655 104.58290969229381 51 30 30 36.02787030022591 40 True True 2021kyp 205.02456249999994 29.447675 SNIa 0.12 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 205.02456249999994 29.447675 TNS 2021kyp ZTF21aaxsofj 2021kyp SNIa 0.12 -0.0062973885004034 0.6266314612411996 0.12947373303575205 0.2794830282978502 0.6266314612411996 1.0449644753690457 10.409051954620683 10.409051954620683 25.61881834560523 25.61881834560523 59341.30006940011 59334.23872689996 19.120122225448778 19.120122225448778 19.184860193131783 0.3309507615275763 0.9913067387606168 2.0023244118924666 205.024074190901 29.4480335340623 0.01184677647974075 20.96951966997087 21.690240676925182 21.50924428243339 0.89375 """""" """""" """""" """""" 0 False True all False False 0 0.9913067387606168 2.0023244118924666 205.024074190901 29.4480335340623 0.01184677647974075 20.96951966997087 21.690240676925182 21.50924428243339 0.89375 False False 0.3 0.7 1.5 0.02 8 3 7.061342500150204 2.0023244118924666 0.9913067387606168 0.1809963944917925 2.0198837893464505 2.5701184514764037 2.3243840893016063 False 0.12 Inputed -19.503583132622733 -19.568321100305738 """""" """""" """"""
-0.16113255758969003 0.20904310869367315 -7.151258405106476 18.635264895074553 6136.957095292716 63.69279542969497 47 35 35 41.857777799945325 27 True True 2021iat 258.9904333333333 66.6909 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 258.9904333333333 66.6909 TNS 2021iat ZTF20abtcijp 2021iat SNIa 0.07 -0.052064367800777944 1.092669479172507 0.17007852913226174 0.43143489730275064 1.092669479172507 1.9820663488734205 12.561255289488177 12.561255289488177 29.296522510457148 29.296522510457148 59317.469444400165 59307.47076389985 18.054594928356025 18.054594928356025 18.21137033314291 1.2345261018811453 0.9066692375273362 0.14394730678511913 258.990368620612 66.690930710735 0.00018682898088828725 16.652662626029255 17.707709822013378 16.998373894239663 0.41 """""" """""" """""" """""" 0 False True all False False 0 0.9066692375273362 0.14394730678511913 258.990368620612 66.690930710735 0.00018682898088828725 16.652662626029255 17.707709822013378 16.998373894239663 0.41 False False 0.3 0.7 1.5 0.02 8 3 9.99868050031364 0.14394730678511913 0.9066692375273362 0.709335927773715 0.15876496171601842 -0.346885106342647 -1.2129964389032466 False 0.07 Inputed -19.283795618447886 -19.44057102323477 """""" """""" """"""
-0.11414558012842302 0.37082130048981604 -3.3843383034100674 18.528288067287896 4831.729062757404 222.06759854114011 13 13 13 52.04146990040317 48 True True 2018jba 196.95070791666 14.028181 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 196.95070791666 14.028181 TNS 2018jba ZTF18acqsqry 2018jba SNIa 0.07 0.14736184760789328 0.44626406938653673 0.2170241377568054 0.2899841844057214 0.44626406938653673 0.6171807638811195 11.35946029808111 11.35946029808111 40.68200960232206 40.68200960232206 58448.5598726999 58442.5070369998 18.254136813873966 18.738728893058443 18.254136813873966 1.794916719794829 1.6049566495044039 1.4953337656634387 196.9511298284905 14.0282515866213 0.0008319198899047198 16.865331678423882 17.87155376101613 17.25890987764597 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.6049566495044039 1.4953337656634387 196.9511298284905 14.0282515866213 0.0008319198899047198 16.865331678423882 17.87155376101613 17.25890987764597 0.99 False False 0.3 0.7 1.5 0.02 8 3 6.05283570010215 1.4953337656634387 1.6049566495044039 0.6126438833701613 0.9316972929612674 -0.8671751320423127 -0.9952269362279971 False 0.07 Inputed -19.24102913771683 -18.756437058532352 """""" """""" """"""
-0.19143096769130608 0.16360670551557005 -5.71135164905095 18.132115002733524 4086.5994667946475 66.62763319844123 38 22 22 35.09907410014421 118 True True 2020zsp 165.79751666666667 41.70646666666667 SNIa 0.030791 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 165.79751666666667 41.70646666666667 TNS 2020zsp ZTF20acquetr 2020zsp SNIa 0.030791 0.5542954888470923 2.1094967886542975 0.8647705587669208 1.2231768828175476 2.1094967886542975 3.273205666789959 14.86721259357709 14.86721259357709 20.231861506567117 20.231861506567117 59176.55407410022 59165.432129600085 17.738591546015602 18.155523136673878 17.738591546015602 2.25081843759519 4.742466043523119 6.177290852539521 165.795926181818 41.70522794886605 0.0005787952231923743 13.329102385246456 14.504333539369107 13.701647566909195 0.9549999999999998 """""" """""" """""" """""" 1 False True all False False 0 2.119947990431069 5.696125639377546 165.79559258 41.70580325 0.004137494521602392 17.147249240660667 15.206542534554005 14.429294233739377 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.121944500133395 6.177290852539521 4.742466043523119 0.802685972459912 1.3025482514473607 -3.6511895973047714 -4.0369439791064075 False 0.030791 Inputed -17.95314371727425 -17.536212126615975 """""" """""" """"""
-0.06433211606287861 0.39702783669654046 -12.681564588122342 19.246394856997775 3781.367154112968 181.95086254293642 27 12 12 24.982928200159222 52 True False 2020veg 80.44307083333332 -16.856486111111114 SNIa 0.076 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 80.44307083333332 -16.856486111111114 TNS 2020veg ZTF20achuvhd 2020veg SNIa 0.076 0.676295846745024 1.1756255889828218 0.7914692723027059 0.9128915418955046 1.1756255889828218 1.4669398816483508 12.597162333565423 12.597162333565423 12.385765866593799 12.385765866593799 59141.35861109989 59130.43894679984 19.045132012351253 19.822420479517096 19.045132012351253 1.7798479060612415 2.4890101639865634 8.93799682453843 80.44163627 -16.85441748 0.0018510484607552335 15.126011861228942 15.9484569691658 15.435671808576584 0.9800000000000001 """""" """""" """""" """""" 2 False True all False False 0 0.7 1.6333812070623928 80.44259677 -16.85648162 0.02773411141590143 22.81 19.80750409646034 23.27 0.5 False False 0.3 0.7 1.5 0.02 8 3 10.919664300046861 8.93799682453843 2.4890101639865634 0.5127851605892157 3.590984461960872 -3.8739635103512953 -3.6094602037746686 False 0.076 Inputed -18.631511272081443 -17.8542228049156 """""" """""" """"""
-0.17995171336004712 0.18241015076872547 -6.71166559497419 18.433062040800102 5954.486635720123 119.56057002465252 41 31 31 70.84619209961966 59 True True 2019bpe 212.18529208333 29.050569 SNIa 0.075 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 212.18529208333 29.050569 TNS 2019bpe ZTF19aalzmio 2019bpe SNIa 0.075 -0.08533252452645357 0.4217310317897116 0.025286765157545688 0.1462056583684479 0.4217310317897116 0.7472805734064494 14.723449851905237 14.723449851905237 56.12274224771442 56.12274224771442 58559.35736110015 58547.37754630018 17.759645899350136 17.759645899350136 17.97541124892398 2.7080915654439344 1.4340744342379095 0.8630761248126428 212.1850412659455 29.05066595833685 0.0025565591795151388 18.78467229861319 19.407153781576156 19.011591964559557 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.4340744342379095 0.8630761248126428 212.1850412659455 29.05066595833685 0.0025565591795151388 18.78467229861319 19.407153781576156 19.011591964559557 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 11.979814799968153 0.8630761248126428 1.4340744342379095 0.3955618170165991 0.6018349565455405 1.6475078822260194 1.0361807156355773 False 0.075 Inputed -19.671990174429485 -19.887755524003328 """""" """""" """"""
-0.24255740167272777 0.21211087346129848 -6.359362630009867 18.693965801487384 5728.831028220284 65.30719086458271 46 35 35 35.87085650023073 47 True True 2020hll 226.2649583333333 28.81544722222222 SNIa 0.0563 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 226.2649583333333 28.81544722222222 TNS 2020hll ZTF18aarikzk 2020hll SNIa 0.0563 0.020089427251875236 1.1879915150241231 0.2488852581192873 0.5164373728435443 1.1879915150241231 2.083380469508157 8.990948644722597 8.990948644722597 26.879907855508133 26.879907855508133 58964.35658559995 58955.399178199936 18.175650924813134 18.175650924813134 18.25083609259121 1.6338104370623303 1.4115733919738715 0.36492242733881197 226.2648442566965 28.8154641064555 0.000264985425179165 15.933927187205553 17.20072809159994 16.34425315707564 0.945 """""" """""" """""" """""" 0 False True all False False 0 1.4115733919738715 0.36492242733881197 226.2648442566965 28.8154641064555 0.000264985425179165 15.933927187205553 17.20072809159994 16.34425315707564 0.945 False False 0.3 0.7 1.5 0.02 8 3 8.957407400012016 0.36492242733881197 1.4115733919738715 0.8564749345243001 0.25852175268657 -0.9749228332131921 -1.9065829355155692 False 0.0563 Inputed -18.764594556637288 -18.839779724415365 """""" """""" """"""
-0.06637108539806358 0.3295339370365107 -9.836862928793725 19.16866894814741 5787.745461736756 202.24537557406052 61 49 49 74.88357640011236 27 True False 2020vdc 44.7269 -10.564755555555557 SNII 0.0344 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 44.7269 -10.564755555555557 TNS 2020vdc ZTF20achuhlt 2020vdc SNII 0.0344 -0.05861411805506833 0.22592801553723518 0.007038259790636658 0.07625244332266234 0.22592801553723518 0.39158133942895645 22.93066514853169 22.93066514853169 51.95291125158067 51.95291125158067 59136.40655090008 59120.36431710003 18.781336320702287 18.781336320702287 18.853274491498215 0.3789823335381772 1.73925613832529 0.7926285682593986 44.72697352 -10.56496353 0.004790586254711182 19.152242724728584 19.731409774804117 19.458807213139533 0.9875 """""" """""" """""" """""" 0 False True all False False 0 1.73925613832529 0.7926285682593986 44.72697352 -10.56496353 0.004790586254711182 19.152242724728584 19.731409774804117 19.458807213139533 0.9875 False False 0.3 0.7 1.5 0.02 8 3 16.04223380004987 0.7926285682593986 1.73925613832529 0.2726025616645842 0.455728486905104 0.9500734541018296 0.6055327216413176 False 0.0344 Inputed -17.081063139824174 -17.153001310620102 """""" """""" """"""
-0.1441224710740694 0.3221373151022592 -8.205294411945516 18.050706634233652 5970.245582899078 129.02103694323057 109 87 87 73.88686349987984 46 True True 2020ady 145.98625416666667 49.87054722222222 SNIa 0.064 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 145.98625416666667 49.87054722222222 TNS 2020ady ZTF20aafrihv 2020ady SNIa 0.064 -0.07922905352602783 0.3867841403058776 0.02346896486424299 0.13500217167338846 0.3867841403058776 0.6808647769156622 16.510039740135877 16.510039740135877 57.376823759743964 57.376823759743964 58879.228703700006 58862.37319440022 17.587032176810528 17.587032176810528 17.744578131598864 2.151481179992626 1.0066839736667532 0.6231784388151491 145.9859976391535 49.8705984991858 0.007170909348897414 21.070112328097224 21.414766925597192 21.133885536750554 0.9187500000000001 """""" """""" """""" """""" 0 False True all False False 0 1.0066839736667532 0.6231784388151491 145.9859976391535 49.8705984991858 0.007170909348897414 21.070112328097224 21.414766925597192 21.133885536750554 0.9187500000000001 False False 0.3 0.7 1.5 0.02 8 3 16.8555092997849 0.6231784388151491 1.0066839736667532 0.2808813888466375 0.61904078649954 3.827734748786664 3.3893074051516905 False 0.064 Inputed -19.553053752077705 -19.71059970686604 """""" """""" """"""
-0.011980788634354263 0.6298627734289735 -30.16994330848773 18.929083395983966 6540.214717593156 377.94853427223046 126 60 60 72.95472229970619 44 True True 2019ibk 26.546374999999 -16.284581 SNII 0.040164 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 26.546374999999 -16.284581 TNS 2019ibk ZTF19abidbqp 2019ibk SNII 0.040164 -0.1706329660252095 -0.03933526189337755 -0.13922561928449184 -0.10688706241274559 -0.03933526189337755 0.032186648761733494 11.368490045708029 11.368490045708029 61.58623225399816 61.58623225399816 58695.44013890019 58692.48458330007 18.643580077521673 18.643580077521673 18.7500504552677 0.4832534770305464 5.320827531665239 12.071917933006677 26.5497240694553 -16.283626904914648 0.005873601816955842 15.456070501611233 16.150920851507188 15.676468105821609 1.0 """""" """""" """""" """""" 5 False True all False False 0 0.7 5.852747239705554 26.54682793729775 -16.28301444872125 0.09076100296644007 21.706339129248857 20.590764491962197 20.5485369307971 0.39999999999999997 False False 0.3 0.7 1.5 0.02 8 3 2.9555556001141667 12.071917933006677 5.320827531665239 0.4744527456855785 2.2688045912340584 -2.492659226014485 -3.0735823494460917 False 0.040164 Inputed -17.523725322090918 -17.630195699836946 """""" """""" """"""
-0.11753564505914718 0.31346678599225525 -18.578619783795496 18.523741192312965 5581.291823432252 199.0559018363484 15 12 12 34.94744220003486 44 True True 2020agb 238.05056666666664 4.8447499999999994 SNIa 0.07712 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 238.05056666666664 4.8447499999999994 TNS 2020agb ZTF20aagmrid 2020agb SNIa 0.07712 0.05081532849475323 0.36589312701565646 0.12355372376764251 0.20020936803960865 0.36589312701565646 0.5491704133516286 -8.708746948739645 -8.708746948739645 43.6561891487745 43.6561891487745 58873.5400231001 58873.5400231001 18.45578708873124 18.551394247905044 18.45578708873124 3.530904663808741 3.8070796579835484 8.050626210918228 238.050909320144 4.846960067264835 0.0028933447304116955 15.504403140203953 16.39137285826683 15.830649857990743 0.99 """""" """""" """""" """""" 3 False True all False False 0 0.7 2.023146214617378 238.050181779061 4.84516078641033 0.015106169136467451 21.648654153232574 22.558694620552064 22.171116491565705 0.4125 False False 0.3 0.7 1.5 0.02 8 3 0.0 8.050626210918228 3.8070796579835484 0.5607230002760879 2.114646115700744 -2.1600213896382137 -2.6251372307404957 False 0.07712 Inputed -19.25315974191749 -19.157552582743683 """""" """""" """"""
-0.5548434708119233 0.8883195225274325 0.3151640674775936 16.746865084593956 6770.06699880735 311.18293349816616 20 5 5 5.968611099757254 127 True False 2019kyt 278.71962499999 24.90155 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 278.71962499999 24.90155 TNS 2019kyt ZTF19abexmfm 2019kyt CV 0.0 -0.29720116971315136 -0.15512381510519901 -0.263595948673256 -0.22873807092723553 -0.15512381510519901 -0.07607400934614361 0.5286004405708844 0.5286004405708844 5.4400106591863695 5.4400106591863695 58672.35204860009 58672.35204860009 16.50897146516199 16.50897146516199 17.3428144358639 8.103202335180843 1.1164408766435543 4.2761027894204595 278.72029138 24.90052748 0.00939038733297115 19.246965970897673 22.015659597492217 20.520490366840363 0.575 """""" """""" """""" """""" 1 False True all False False 0 0.9641780767148804 2.377998049312852 278.72034678 24.90163792 0.009973169855232 20.523300091171265 23.494955464792252 22.894767832899095 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 4.2761027894204595 1.1164408766435543 1.4951692306518538 3.8301202319607377 5.5066881323302255 3.177675930976463 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.10304156266046868 0.3313339969897089 -9.317007753413545 18.964695031472186 3730.1569000290383 238.47297260126982 44 24 24 46.9779051002115 45 True False 2020abkj 106.95272083333332 55.76987222222222 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 106.95272083333332 55.76987222222222 TNS 2020abkj ZTF20acumrio 2020abkj SNIa 0.05 0.6419082899457607 1.007287727307741 0.7278038909964621 0.8172509758795172 1.007287727307741 1.2130465449235288 12.403086177744617 12.403086177744617 34.57481892246688 34.57481892246688 59196.369085600134 59185.36921299994 18.550802445658164 19.199427243533925 18.550802445658164 0.8077734120762042 3.8882403765723876 6.947345182783965 106.95032824 55.77125529 0.0036117051655861765 15.956639804971218 16.900118030118943 16.149293250894548 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.8882403765723876 6.947345182783965 106.95032824 55.77125529 0.0036117051655861765 15.956639804971218 16.900118030118943 16.149293250894548 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.999872600194067 6.947345182783965 3.8882403765723876 0.750824779224395 1.7867581502016805 -2.2993092134149826 -2.401509194763616 False 0.05 Inputed -18.203736185517112 -17.55511138764135 """""" """""" """"""
-0.1640720546363752 0.20147069992780992 -10.0108864791598 18.776175564744857 5958.237525369892 86.83778242963554 66 46 46 48.930312500335276 92 True False 2020ohb 298.4385291666666 58.39038055555555 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 298.4385291666666 58.39038055555555 TNS 2020ohb ZTF20abjxrhg 2020ohb SNIa 0.08 -0.008991726834079117 0.784090414502721 0.15589387815113298 0.3417150530064781 0.784090414502721 1.3362591026149175 13.73587808559152 13.73587808559152 35.19443441474375 35.19443441474375 59052.325983799994 59038.343900499865 18.245441921832008 18.245441921832008 18.374100093096605 0.8006321992800457 1.3282992557746878 8.699754815433092 298.43600419 58.38835857 0.03702678914522639 19.40160719447136 21.108762435436248 20.1438044447422 0.85 """""" """""" """""" """""" 2 False True all False False 0 0.6971213327215473 3.450060720643566 298.43885017 58.38943709 0.018256721769604134 20.811051609754564 24.40819388332367 22.25946144981384 0.0125 False False 0.3 0.7 1.5 0.02 8 3 13.98208330012858 0.0 0.0 0.0 0.0 5.394558078167993 4.895899906903395 True 0.08 Inputed -19.415833928974774 -19.54449210023937 """""" """""" """"""
-0.21432821714810385 0.5183853907129096 -12.84227171774496 14.358418213943574 7072.69121460588 315.16015895390797 42 12 12 17.95885410020128 41 True False 2020afq 99.744082916666 59.064439 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 99.744082916666 59.064439 TNS 2020afq ZTF20aagqrbx 2020afq CV 0.0 -0.29922015837262705 -0.15937760778442112 -0.2661214038265385 -0.2318039231920075 -0.15937760778442112 -0.0816677158404886 -9.776710287808204 -9.776710287808204 27.735564388009482 27.735564388009482 58867.21613429999 58867.21613429999 14.508317990686614 14.508317990686614 14.891697848039351 89.72462555608404 0.7 0.07809430251814928 99.74412291 59.06444592 0.02067826833926889 23.545509108281134 22.594912730121614 23.00878993577957 0.0 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.07809430251814928 99.74412291 59.06444592 0.02067826833926889 23.545509108281134 22.594912730121614 23.00878993577957 0.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.07809430251814928 0.7 -0.4138772056579576 0.11156328931164183 8.086594739435 8.11709208774022 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.024635373614267247 0.6556764546440376 -34.58717377580487 19.127011990645173 8644.46467617879 345.97450891232376 61 19 19 74.0107639003545 55 True True 2018jbv 197.689825407 8.56785542281 TDE 0.34 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 197.689825407 8.56785542281 TNS 2018jbv ZTF18acnbpmd 2018jbv TDE 0.34 -0.4328204196411818 -0.3252984950426452 -0.4072950726704505 -0.38088266148601235 -0.3252984950426452 -0.26586958785791737 14.575571022328681 14.575571022328681 59.43519287802582 59.43519287802582 58480.54186340002 58448.51252309978 18.44715072182085 18.44715072182085 18.87999803268672 1.0073686672670707 0.33563042096922696 0.19112093256065077 197.689778995106 8.567828735668986 0.000685115090491184 20.884417065598967 22.829769022129774 21.293054270038603 0.31875 """""" """""" """""" """""" 0 False True all False False 0 0.33563042096922696 0.19112093256065077 197.689778995106 8.567828735668986 0.000685115090491184 20.884417065598967 22.829769022129774 21.293054270038603 0.31875 False False 0.3 0.7 1.5 0.02 8 3 32.02934030024335 0.19112093256065077 0.33563042096922696 1.5367147520911715 0.5694386462607754 4.382618300308923 2.4130562373518814 False 0.34 Inputed -22.140706178615712 -22.573553489481583 """""" """""" """"""
-0.1753767968753412 0.18492607822008655 -14.85858716389574 17.59169592108435 6122.656814139642 78.9867740962773 48 29 29 56.92755790008232 41 True True 2021ebb 118.64804166666666 18.772688888888887 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 118.64804166666666 18.772688888888887 TNS 2021ebb ZTF21aanortq 2021ebb SNIa 0.04 0.05392827801144051 0.9889190290892884 0.24522982035709617 0.4629702109411653 0.9889190290892884 1.6577910664597368 16.681542542985014 16.681542542985014 40.246015357097306 40.246015357097306 59293.15225689998 59271.235972200055 17.031482373517306 17.031482373517306 17.11799595313655 5.598247573938853 2.0894831247233805 3.181992101308157 118.648333745104 18.7718493767896 0.006394656902853013 18.515321136946678 18.944611713304518 18.74814883461952 0.9200000000000002 """""" """""" """""" """""" 0 False True all False False 0 2.0894831247233805 3.181992101308157 118.648333745104 18.7718493767896 0.006394656902853013 18.515321136946678 18.944611713304518 18.74814883461952 0.9200000000000002 False False 0.3 0.7 1.5 0.02 8 3 21.91628469992429 3.181992101308157 2.0894831247233805 0.19646287868499712 1.5228608758108109 1.9131293397872113 1.6301528814829709 False 0.04 Inputed -19.146808934344868 -19.23332251396411 """""" """""" """"""
-0.12229553365258364 0.34446518398785997 -6.966961072183325 18.41406126120241 5420.401159004416 158.87435566797993 34 19 19 43.92701390013099 37 True True 2019uql 352.70885416666664 12.404908333333333 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 352.70885416666664 12.404908333333333 TNS 2019uql ZTF19acruqph 2019uql SNIa 0.08 0.022595100881034114 0.4197698653017987 0.11241170311147997 0.20834245909783178 0.4197698653017987 0.6594833576265415 18.752719406395347 18.752719406395347 25.17429449373564 25.17429449373564 58811.17281250004 58794.1677778 18.10869446243182 18.10869446243182 18.16299271179003 1.1230471577445473 2.8555245055462404 5.308869826842577 352.7101012220785 12.40407688114645 0.00571489288711069 17.327051293154955 18.174389681870938 17.653715632523298 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.8555245055462404 5.308869826842577 352.7101012220785 12.40407688114645 0.00571489288711069 17.327051293154955 18.174389681870938 17.653715632523298 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 17.00503470003605 5.308869826842577 2.8555245055462404 0.5206740493476403 1.8591575090780144 0.06569521943911738 -0.5092770792667309 False 0.08 Inputed -19.62694131028135 -19.681239559639558 """""" """""" """"""
-0.005240488908764182 0.42446771847415693 -17.201169492371857 17.212683338296635 4321.947771328655 256.9223374325599 28 15 15 67.85534719983116 57 True False 2020agu 179.63166083333 -20.69821941666 SNII 0.025 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 179.63166083333 -20.69821941666 TNS 2020agu ZTF20aaieyuw 2020agu SNII 0.025 0.4158243797445138 0.7160908418436307 0.486635324625464 0.5602258510585898 0.7160908418436307 0.8841437720932355 165.12629074350846 165.12629074350846 -97.2709435436773 -97.2709435436773 58892.31222219998 58873.50372690009 17.155263050862324 17.48204900575554 17.155263050862324 0.2559784859528684 1.9344894112949276 0.02450651396354634 179.63166156 -20.69822619 0.003608034443949748 18.56492411160469 18.72923784954548 18.52378442287445 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.9344894112949276 0.02450651396354634 179.63166156 -20.69822619 0.003608034443949748 18.56492411160469 18.72923784954548 18.52378442287445 0.99 False False 0.3 0.7 1.5 0.02 8 3 18.808495299890637 0.02450651396354634 1.9344894112949276 0.20545342667103128 0.012668207859117682 1.2471888437899388 1.3685213720121254 False 0.025 Inputed -18.080921720045417 -17.7541357651522 """""" """""" """"""
-0.12764508481176698 0.42301024704283147 -7.4047706765258985 18.303761723093597 5231.587843283632 209.87112647380013 20 9 9 24.031574100255966 101 True False 2019iag 319.87188541666 30.006595694444 SNIa 0.076 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 319.87188541666 30.006595694444 TNS 2019iag ZTF19aazpkyv 2019iag SNIa 0.076 0.06023026518045427 0.3594859737380922 0.1296092506156512 0.20252313891576534 0.3594859737380922 0.532229923825458 11.361571715254136 11.361571715254136 12.67000238500183 12.67000238500183 58660.47297450015 58648.44687499991 18.03488287005334 18.22490173807939 18.03488287005334 1.372922857282465 1.1998997760964145 1.3601265080207139 319.87230965 30.0066839 0.002629743810248386 19.0386009349823 19.877501421642304 19.230473776817323 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.1998997760964145 1.3601265080207139 319.87230965 30.0066839 0.002629743810248386 19.0386009349823 19.877501421642304 19.230473776817323 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.026099500246346 1.3601265080207139 1.1998997760964145 0.6470276448249805 1.1335334293048696 1.652599683562915 1.1955909067639823 False 0.076 Inputed -19.641760414379355 -19.451741546353308 """""" """""" """"""
-0.29187051772191863 0.17410313452836773 -7.1083162343795525 17.167883112836012 4445.762989829726 161.4969023069759 20 18 18 66.92880789982155 40 True False 2020abiu 196.33216666666664 -10.61191111111111 SNIa 0.0425460003 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 196.33216666666664 -10.61191111111111 TNS 2020abiu ZTF20acukxat 2020abiu SNIa 0.0425460003 0.32680366814251016 0.8026303612910439 0.43509012873663977 0.5502606630393387 0.8026303612910439 1.0868850919352866 9.87225890136813 9.87225890136813 57.05654899845342 57.05654899845342 59195.541562499944 59184.55031249998 17.03995611943858 17.03995611943858 17.95630806342934 4.8109106882922354 3.2701472997191336 14.332016811934137 196.33429447 -10.6085236 0.0022331841260521124 14.237027608275413 15.02956053686142 14.458389783537388 0.89 """""" """""" """""" """""" 3 False True all False False 0 0.7 6.963379377637753 196.3328924 -10.61370905 0.14809721416906807 21.95641596708298 21.967972436118124 18.652505789756773 0.8 False False 0.3 0.7 1.5 0.02 8 3 10.991249999962747 14.332016811934137 3.2701472997191336 0.5711707533240311 4.382682337632034 -2.010395582577159 -3.4979182798919517 False 0.0425460003 Inputed -18.443822568078883 -19.360174512069644 """""" """""" """"""
-0.1414682549507838 0.6773536596405144 -2.7363682047422446 17.297774645395528 5687.759404168962 241.47893251403627 54 21 21 27.022175999823958 50 True True 2018hvf 177.45081083333 25.650646 SNIa 0.046 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 177.45081083333 25.650646 TNS 2018hvf ZTF18aaklpdo 2018hvf SNIa 0.046 -0.0840375851083408 0.14528619025876566 -0.0304540247006031 0.025573781347610236 0.14528619025876566 0.2757669707811594 11.006722752624528 11.006722752624528 16.01545324719943 16.01545324719943 58434.48548609996 58423.496099499986 17.106274870084903 17.14975803426874 17.106274870084903 3.2728854050286196 1.467792166673776 0.8068106493933035 177.45093221 25.65045041 0.00012653361645176275 14.784239608192443 15.724810575163364 15.092936086177826 0.64 """""" """""" """""" """""" 0 False True all False False 0 1.467792166673776 0.8068106493933035 177.45093221 25.65045041 0.00012653361645176275 14.784239608192443 15.724810575163364 15.092936086177826 0.64 False False 0.3 0.7 1.5 0.02 8 3 10.98938659997657 0.8068106493933035 1.467792166673776 0.6318744889855381 0.5496763558982946 -1.4249474591053755 -2.013338783907077 False 0.046 Inputed -19.465144872984233 -19.421661708800396 """""" """""" """"""
-0.05162365106743703 0.7101961246897124 -7.460795164680283 18.1024749636618 6243.864721224441 194.4311043553456 121 42 42 73.95237269997597 50 True False 2019lsq 1.169167 42.869819 SLSN-I 0.14 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 1.169167 42.869819 TNS 2019lsq ZTF19abfvnns 2019lsq SLSN-I 0.14 -0.164865176331908 0.1063436964788238 -0.10262258423373893 -0.036774776800886144 0.1063436964788238 0.26574418899895136 36.211660393116084 36.211660393116084 37.74071230685988 37.74071230685988 58709.47629630007 58672.43285880005 17.73553677291928 17.73553677291928 18.015892587611983 1.1889943414895614 0.8466192175726335 0.8806482622954188 1.16948905 42.86988327 0.006886989352098305 21.27787197329998 21.91293606405258 21.244051473379134 0.6400000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.8466192175726335 0.8806482622954188 1.16948905 42.86988327 0.006886989352098305 21.27787197329998 21.91293606405258 21.244051473379134 0.6400000000000001 False False 0.3 0.7 1.5 0.02 8 3 37.04343750001863 0.8806482622954188 0.8466192175726335 0.6688845906734464 1.040194037669439 4.177399291133302 3.228158885767151 False 0.14 Inputed -21.015634280196775 -21.29599009488948 """""" """""" """"""
-0.11976432229747694 0.36775570213488384 -7.508685346835204 18.79938395180781 5370.740716605832 79.8941414358406 55 39 39 36.978344900067896 40 True True 2020oer 245.18031249999996 37.33091944444445 SNIa 0.082736 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 245.18031249999996 37.33091944444445 TNS 2020oer ZTF20abjubmm 2020oer SNIa 0.082736 0.10710099281115859 1.0628926347955776 0.3034404186623618 0.5263329750268504 1.0628926347955776 1.742705766348866 15.882721368331188 15.882721368331188 21.095623531736706 21.095623531736706 59052.259953700006 59037.22108800011 18.5869686904939 18.633572464615852 18.5869686904939 0.644910311123972 2.5835414877542626 2.6901567325987292 245.180695584603 37.33160180851695 0.001622768101073424 16.434945926530958 17.408486853563787 16.769208291583062 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.5835414877542626 2.6901567325987292 245.180695584603 37.33160180851695 0.001622768101073424 16.434945926530958 17.408486853563787 16.769208291583062 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 15.038865699898452 2.6901567325987292 2.5835414877542626 0.6392785619807242 1.0412670922258507 -1.2250856110520658 -1.8177603989108384 False 0.082736 Inputed -19.27728249689321 -19.23067872277126 """""" """""" """"""
-0.13082794582041074 0.43014860132190025 -6.981631971851966 19.077761783019042 5827.826338988534 92.2395378334638 95 55 55 33.9649885003455 38 True True 2019kvl 247.50540541666 36.964709416666 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 247.50540541666 36.964709416666 TNS 2019kvl ZTF19abcvrpm 2019kvl SNIa 0.1 -0.03227943566735547 0.6908069626529709 0.11955940738132398 0.2896104138603306 0.6908069626529709 1.1858986512709677 14.42852485970163 14.42852485970163 19.536463640643866 19.536463640643866 58681.17737270007 58666.21556709986 18.694157982293497 18.694157982293497 18.81034004687409 0.22970472667451533 0.8765187945428509 0.6175202686927079 247.5052813708975 36.964569415797754 0.008314241500818609 21.59646183528602 22.07864717937052 21.756530639932752 0.475 """""" """""" """""" """""" 0 False True all False False 0 0.8765187945428509 0.6175202686927079 247.5052813708975 36.964569415797754 0.008314241500818609 21.59646183528602 22.07864717937052 21.756530639932752 0.475 False False 0.3 0.7 1.5 0.02 8 3 14.961805600207299 0.6175202686927079 0.8765187945428509 0.3221165394377685 0.7045145780528028 3.3844891970770234 2.946190593058663 False 0.1 Inputed -19.47340205159684 -19.58958411617743 """""" """""" """"""
-0.272149818741129 0.10792010991405493 -13.080652800894716 18.068208580151648 5497.804550815366 111.00252389839154 31 19 19 72.00895839976147 82 True True 2018jof 181.07129208333 38.998989 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 181.07129208333 38.998989 TNS 2018jof ZTF18acrnfww 2018jof SNIa 0.07 0.10779918420678669 0.7473133863600481 0.24661360892722328 0.3988186812607921 0.7473133863600481 1.161993516020143 12.062896702855074 12.062896702855074 59.9460616969064 59.9460616969064 58467.48877310008 58450.525879600085 17.530701991980752 17.530701991980752 17.685557525570744 7.008341626608431 2.8389290299660805 5.09411307738943 181.071678722426 39.00037176094965 0.0008868077803179109 14.929600030929446 16.119153311936856 15.308641987986565 0.97 """""" """""" """""" """""" 0 False True all False False 0 2.8389290299660805 5.09411307738943 181.071678722426 39.00037176094965 0.0008868077803179109 14.929600030929446 16.119153311936856 15.308641987986565 0.97 False False 0.3 0.7 1.5 0.02 8 3 16.962893499992788 5.09411307738943 2.8389290299660805 0.8105113239502906 1.7943784517397021 -1.4115486800438966 -2.3769155375841784 False 0.07 Inputed -19.809608426020052 -19.964463959610043 """""" """""" """"""
-0.11762024021158535 0.40500489086319735 -6.570624544553031 18.13184986162351 5616.75111426764 109.26402212674748 44 28 28 44.97903939988464 47 True True 2021wrq 237.7367083333333 20.074869444444445 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 237.7367083333333 20.074869444444445 TNS 2021wrq ZTF21abutpwh 2021wrq SNIa 0.06 -0.003765760445830324 0.5979275741909404 0.12616139479274935 0.26911019758783183 0.5979275741909404 0.9912083781395111 18.11448316086834 18.11448316086834 26.864556239016302 26.864556239016302 59460.185289400164 59443.18471059995 17.805117620946564 17.805117620946564 17.922976996978257 1.424874472489897 1.9353455679657026 3.6461190410675104 237.735632668049 20.0747983618828 0.0048545485601526606 18.11927350958586 18.739694569456578 18.35198956997156 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.9353455679657026 3.6461190410675104 237.735632668049 20.0747983618828 0.0048545485601526606 18.11927350958586 18.739694569456578 18.35198956997156 1.0 False False 0.3 0.7 1.5 0.02 8 3 17.000578800216317 3.6461190410675104 1.9353455679657026 0.3877049994850168 1.8839627927016935 0.9345769485100135 0.42901257299330453 False 0.06 Inputed -19.232523984219544 -19.350383360251236 """""" """""" """"""
-0.04144339990023443 0.37057309377355513 -20.82887800621252 19.945532753927168 5680.513885721713 262.954777498358 60 46 46 74.9267128999345 57 True True 2021lft 258.0249166666666 40.34524444444445 SNIIn 0.076 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 258.0249166666666 40.34524444444445 TNS 2021lft ZTF21aaxlate 2021lft SNIIn 0.076 0.006804954888742998 0.23168946257728606 0.05970628842888104 0.11477750171498258 0.23168946257728606 0.35807747603962525 47.07896617360715 47.07896617360715 27.84774672632735 27.84774672632735 59354.38781249989 59310.433229200076 19.606438909873958 19.606438909873958 19.659741121381497 0.21337883175308983 2.7516303902505577 4.526016793987015 258.0260789188455 40.344352293277254 0.011949403200571251 18.539153183988333 19.37772023737192 18.95592588623643 0.915 """""" """""" """""" """""" 0 False True all False False 0 2.7516303902505577 4.526016793987015 258.0260789188455 40.344352293277254 0.011949403200571251 18.539153183988333 19.37772023737192 18.95592588623643 0.915 False False 0.3 0.7 1.5 0.02 8 3 43.95458329981193 4.526016793987015 2.7516303902505577 0.42179435113549246 1.6448491083771195 -0.22871867250203692 -0.7038152351450684 False 0.076 Inputed -18.0169021630512 -18.070204374558738 """""" """""" """"""
-0.024518571144998818 0.46379876956576443 -17.364322356567133 17.725880479802065 5794.537089909293 151.07247050334516 70 43 43 74.92526619974524 39 True False 2020abdr 55.697874999999996 -12.280111111111111 SNII 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 55.697874999999996 -12.280111111111111 TNS 2020abdr ZTF20acufmte 2020abdr SNII 0.03 0.028601449124447953 0.4510559627674624 0.12365418907122816 0.22550860760775748 0.4510559627674624 0.7083118401305555 27.03382739841446 27.03382739841446 47.89143880133078 47.89143880133078 59195.28847219981 59182.22593750013 17.34221777822144 17.34221777822144 17.54240533417279 3.361483416077888 1.4370466870724903 1.0759341979776054 55.69758155 -12.28019541 0.0038834207238181984 19.271751462173462 19.63730514845848 19.497330797433854 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.4370466870724903 1.0759341979776054 55.69758155 -12.28019541 0.0038834207238181984 19.271751462173462 19.63730514845848 19.497330797433854 0.99 False False 0.3 0.7 1.5 0.02 8 3 13.062534699682146 1.0759341979776054 1.4370466870724903 0.13997435102462674 0.748712068756421 2.2950873702370416 1.9549254632610626 False 0.03 Inputed -18.092392119452537 -18.29257967540389 """""" """""" """"""
-0.17978982256404002 0.18058367602611541 -13.115542206187193 15.61180303358099 5463.789225499226 125.89136282508589 114 69 69 74.94997690012679 75 True True 2020qln 18.517858333333333 -1.7409305555555556 SNIa 0.016 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 18.517858333333333 -1.7409305555555556 TNS 2020qln ZTF20abptxls 2020qln SNIa 0.016 0.09688613485624131 0.6442256231632655 0.21766605445435339 0.3487124155349566 0.6442256231632655 0.989170924043588 14.471259883660778 14.471259883660778 60.47871701646601 60.47871701646601 59079.462858799845 59061.39584490005 14.669406635364941 14.669406635364941 15.111909076109285 22.176432036058415 6.3824451120585035 5.710470189015821 18.517147735322048 -1.7423488924996802 0.0013084332473600746 13.846526005915404 14.643474375593662 14.155346751128436 0.9949999999999999 """""" """""" """""" """""" 2 False True all False False 0 0.7 1.0668540747236357 18.5181543890808 -1.74094650042416 0.011961705631176489 22.220839531245232 22.77660528948784 22.17081119758606 0.2333333333333333 False False 0.3 0.7 1.5 0.02 8 3 18.06701389979571 5.710470189015821 6.3824451120585035 0.4881276244652266 0.894715127001546 -0.02593225977127922 -0.9565623249808493 False 0.016 Inputed -19.150219346986287 -19.59272178773063 """""" """""" """"""
-0.15983625060189016 0.24347908142340877 -5.953751542779056 18.228463104647375 5437.813013606386 88.07826516217358 28 16 16 39.94339119968936 81 True False 2019nhy 266.68220791666 23.032111 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 266.68220791666 23.032111 TNS 2019nhy ZTF19abornyn 2019nhy SNIa 0.06 0.051246503271936916 0.8653607597347133 0.22128478992767953 0.4123399892920432 0.8653607597347133 1.428322454259959 14.890584600639531 14.890584600639531 25.052806599049827 25.052806599049827 58716.18454860011 58704.17878470011 17.794960851023696 17.794960851023696 17.865929910550566 2.1099912035379202 3.385496010189382 4.496476828282214 266.68085172 23.03206274 0.0026543137526208183 16.20648477797508 16.803346357011794 16.30553367857933 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.385496010189382 4.496476828282214 266.68085172 23.03206274 0.0026543137526208183 16.20648477797508 16.803346357011794 16.30553367857933 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.005763900000602 4.496476828282214 3.385496010189382 0.4978126784324637 1.3281589506379847 -0.9916144940119018 -1.560396231971236 False 0.06 Inputed -19.289571070647234 -19.360540130174105 """""" """""" """"""
-0.13574756357855783 0.3331052942528011 -4.870945075294506 18.932252485260864 5430.761385853241 158.96274760516792 39 26 26 49.78137730015442 77 True True 2021gwa 235.65449999999998 6.8545388888888885 SNIa 0.07036 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 235.65449999999998 6.8545388888888885 TNS 2021gwa ZTF21aaqdxzv 2021gwa SNIa 0.07036 0.0018984726034751986 0.3926891879675338 0.09023927151917732 0.18461655933819543 0.3926891879675338 0.6286858401756881 14.117959934269521 14.117959934269521 35.6634173658849 35.6634173658849 59302.390625 59291.49981479999 18.33336544123697 18.33336544123697 18.678081342931968 0.7466885754959355 2.5710477740954647 10.569848168341268 235.65625558475602 6.856901586452954 0.0021119778256570854 14.934354188168049 16.142489167475702 15.355377175805568 0.975 """""" """""" """""" """""" 3 False True all False False 0 0.7 1.4644071962292164 235.65409269315 6.85458286649489 0.07262000996096996 24.265591859745978 24.828216295256613 24.419339696474076 0.2 False False 0.3 0.7 1.5 0.02 8 3 10.89081020001322 10.569848168341268 2.5710477740954647 0.7871119916701339 4.111105314664917 -2.190876273761269 -3.3227041671263997 False 0.07036 Inputed -18.82839877715912 -19.173114678854116 """""" """""" """"""
-0.10427498881829084 0.3970086315816826 -10.360701326319877 16.18905529367526 3960.1022269360915 330.05809280446687 115 69 69 73.87093750014901 38 True True 2020qmj 11.025025 5.259980555555556 SNIIn 0.022 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 11.025025 5.259980555555556 TNS 2020qmj ZTF20abpmqnr 2020qmj SNIIn 0.022 0.5108142987622912 0.752522955156607 0.5685865170014353 0.6281005762251937 0.752522955156607 0.8844318917786289 20.518944776734713 20.518944776734713 53.3519927234143 53.3519927234143 59082.46047449997 59060.440069399774 15.991977133193073 16.453959981731312 15.991977133193073 3.790499850489074 3.1649982516503443 3.8219141757867883 11.025862199684799 5.2593232336702 0.0010309282568973233 15.20980711431265 16.36365409475565 15.619145726188421 0.99 """""" """""" """""" """""" 0 False True all False False 0 3.1649982516503443 3.8219141757867883 11.025862199684799 5.2593232336702 0.0010309282568973233 15.20980711431265 16.36365409475565 15.619145726188421 0.99 False False 0.3 0.7 1.5 0.02 8 3 22.020405100192875 3.8219141757867883 3.1649982516503443 0.744508368567228 1.2075564887891816 -0.09030588697566344 -0.3728314070046519 False 0.022 Inputed -18.96498107523465 -18.502998226696413 """""" """""" """"""
-0.032081841882617985 0.4595444592484397 -16.873370068618684 18.772680354966763 4178.867541152618 127.96207946874314 50 41 41 74.96315969992429 37 True True 2020vhw 158.99124999999998 44.90808055555556 SNII 0.042 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 158.99124999999998 44.90808055555556 TNS 2020vhw ZTF20aciubjh 2020vhw SNII 0.042 0.600589362322431 1.317555692043694 0.7602714043718137 0.9324438121116643 1.317555692043694 1.7631554475518953 37.32658927309045 37.32658927309045 37.63657042683384 37.63657042683384 59165.430705999956 59135.466250000056 18.647214766914182 18.842698710287763 18.647214766914182 2.300286620084993 1.7046964856066202 1.8987019459798957 158.9917454932285 44.9084742802161 0.009418283668508831 19.808886424606442 20.151723049957752 19.913807863028048 0.9166666666666666 """""" """""" """""" """""" 0 False True all False False 0 1.7046964856066202 1.8987019459798957 158.9917454932285 44.9084742802161 0.009418283668508831 19.808886424606442 20.151723049957752 19.913807863028048 0.9166666666666666 False False 0.3 0.7 1.5 0.02 8 3 29.964455999899656 1.8987019459798957 1.7046964856066202 0.2379151869297047 1.1138064529441662 1.309024339669989 1.2665930961138656 False 0.042 Inputed -17.72458367623401 -17.529099732860427 """""" """""" """"""
-0.11526462260761541 0.28157226729519064 -4.005734858394076 18.441939415564587 5614.511083151048 82.99677518271909 46 31 31 54.89238419989124 51 True True 2021dj 208.77722916666664 54.30490277777778 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 208.77722916666664 54.30490277777778 TNS 2021dj ZTF21aaabucr 2021dj SNIa 0.07 -0.01917934925318221 0.8137053287896165 0.15244847720206778 0.3469558095982599 0.8137053287896165 1.4020100014426866 15.062687537506804 15.062687537506804 39.829696662384436 39.829696662384436 59223.54802080011 59215.47487269994 18.082938619014556 18.082938619014556 18.18936865210173 2.4230696311736915 0.9225192826074534 9.28572067450539 208.77351766 54.30350159 0.26349410827999986 22.050375146177412 23.64 23.27 0.7 """""" """""" """""" """""" 1 False True all False False 0 0.253172446970275 5.18272345571278 208.7795145397135 54.3054454673629 0.027660518718884752 20.479621562667788 23.283123723496196 21.825111479129195 0.03888888888888889 False False 0.3 0.7 1.5 0.02 8 3 8.073148100171238 0.0 0.0 0.0 0.0 5.557061380985445 5.080631347898269 True 0.07 Inputed -19.305797299489065 -19.41222733257624 """""" """""" """"""
-0.18047794805099399 0.2591537013860198 -5.255412003714541 19.109084628421847 5753.352354468453 178.2734619334273 50 37 37 49.93594910018146 47 True True 2020nlj 225.58367499999997 27.813955555555555 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 225.58367499999997 27.813955555555555 TNS 2020nlj ZTF20abgwgqj 2020nlj SNIa 0.1 -0.07555428766976746 0.24740594464060095 -0.0018603373813377289 0.07639438488778083 0.24740594464060095 0.439195941922371 14.141738706170543 14.141738706170543 35.79421039401092 35.79421039401092 59031.171759299934 59019.25659719994 18.53433862568587 18.53433862568587 18.762054121354566 0.745242486218654 0.7897329979897567 1.7480559046459154 225.58415789233248 27.8137245526489 0.004360481682119777 20.120416880273226 20.513094252108335 20.25819438323498 0.9750000000000002 """""" """""" """""" """""" 0 False True all False False 0 0.7897329979897567 1.7480559046459154 225.58415789233248 27.8137245526489 0.004360481682119777 20.120416880273226 20.513094252108335 20.25819438323498 0.9750000000000002 False False 0.3 0.7 1.5 0.02 8 3 11.915162099990994 1.7480559046459154 0.7897329979897567 0.2548998688733555 2.2134770980768725 1.9787556264224655 1.496140261880413 False 0.1 Inputed -19.52168797711636 -19.74940347278506 """""" """""" """"""
-0.09163662696587517 0.289979166011309 -19.95820964161554 17.949582118988687 4982.649632828116 135.85120157037107 18 18 18 51.04400460002944 52 True False 2020kpw 329.44489999999996 -19.978430555555555 SNIa 0.056793 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 329.44489999999996 -19.978430555555555 TNS 2020kpw ZTF20abgbdeh 2020kpw SNIa 0.056793 0.30807271669880265 0.881036128354971 0.4361293308647838 0.57391971080866 0.881036128354971 1.2345381924960428 -6.345604731583018 -6.345604731583018 57.389609331612455 57.389609331612455 59018.460462999996 59018.357152800076 17.81998058618118 17.83460968967824 17.81998058618118 3.0456054499630727 1.597887687577911 8.101090452222225 329.44459728 -19.97619831 0.0035686313048901575 16.415016612029074 17.3857195132494 16.738523046040534 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.597887687577911 8.101090452222225 329.44459728 -19.97619831 0.0035686313048901575 16.415016612029074 17.3857195132494 16.738523046040534 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.10331019992008805 8.101090452222225 1.597887687577911 0.6471964672088646 5.069874757281541 -0.44889017642884 -1.0814575401406472 False 0.056793 Inputed -19.21463043985331 -19.20000133635625 """""" """""" """"""
-0.11716387272154527 0.28113019370198056 -28.124021484654044 18.38187246425415 6028.735256183505 200.9422605504931 19 12 12 52.899537099990994 43 True True 2019ana 229.48561041666 37.113972888888 SNIa 0.078 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 229.48561041666 37.113972888888 TNS 2019ana ZTF19aailteb 2019ana SNIa 0.078 0.008515815655133707 0.3106476395239497 0.07827087975686808 0.15177941447714716 0.3106476395239497 0.4863566927035201 -13.333352191804998 -13.333352191804998 66.232889291796 66.232889291796 58526.468020800035 58522.50780089991 18.19741844793052 18.19741844793052 18.327256158838278 6.98577483550353 2.0901062238137897 6.984430662383974 229.487997299228 37.11359717578145 0.010534968385720878 18.022068452388048 18.669499165881874 18.29146327073872 0.9899999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.0901062238137897 6.984430662383974 229.487997299228 37.11359717578145 0.010534968385720878 18.022068452388048 18.669499165881874 18.29146327073872 0.9899999999999999 False False 0.3 0.7 1.5 0.02 8 3 3.960219900123775 6.984430662383974 2.0901062238137897 0.37803589514315306 3.3416630134900864 0.47208071795135353 -0.035792888099557274 False 0.078 Inputed -19.406748975472894 -19.53658668638065 """""" """""" """"""
-0.16547033058151145 0.28912641449772036 -8.35017343192818 19.005670145260307 5962.229122686254 141.39774231143375 35 27 27 50.960219900123775 77 True True 2021ddu 137.17784166666664 13.103619444444444 SNIa 0.097049 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 137.17784166666664 13.103619444444444 TNS 2021ddu ZTF21aalenaa 2021ddu SNIa 0.097049 -0.08328492877059546 0.3343399217038652 0.009757271183417515 0.11009832209564863 0.3343399217038652 0.5929790786218092 14.06854047967013 14.06854047967013 36.89167942045365 36.89167942045365 59272.17327550007 59257.25373840006 18.433115502857337 18.433115502857337 18.618754144403333 0.8728685561364017 2.0611749310211547 7.710665740024506 137.1788414200955 13.101711726605899 0.0019429115540349207 15.603297376559972 16.911993698849678 15.96219380571127 0.99 """""" """""" """""" """""" 2 False True all False False 0 0.7 3.4948298480221234 137.176925170108 13.1040010647402 0.0411271464429076 21.864571252002715 23.083376381993293 23.392374042391776 0.2 False False 0.3 0.7 1.5 0.02 8 3 14.91953710000962 7.710665740024506 2.0611749310211547 0.9497998931384082 3.740907976308668 -1.5211218040076595 -2.6565603386920635 False 0.097049 Inputed -19.5986068097408 -19.784245451286797 """""" """""" """"""
-0.1528046242725143 0.2851347450997679 -5.142401150334278 19.26829303600971 5344.754379055717 119.90301469607921 81 35 35 52.94418979994953 34 True True 2020ksl 243.53235416666664 30.04163888888889 SNIa 0.09436 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 243.53235416666664 30.04163888888889 TNS 2020ksl ZTF20abatows 2020ksl SNIa 0.09436 0.0407851626085467 0.5977463761790069 0.16276235368366088 0.2957555707892965 0.5977463761790069 0.95324528262962 16.151814459219374 16.151814459219374 36.79237534073015 36.79237534073015 59000.41344910022 58987.33098379988 18.77843580609731 18.77843580609731 18.934619639932432 0.6239156265075195 2.474328130948061 6.556995133740856 243.53433399895448 30.04225544134325 0.002424324301539049 16.05909268580973 17.353149103819135 16.507793361723422 0.99 """""" """""" """""" """""" 0 False True all False False 0 2.474328130948061 6.556995133740856 243.53433399895448 30.04225544134325 0.002424324301539049 16.05909268580973 17.353149103819135 16.507793361723422 0.99 False False 0.3 0.7 1.5 0.02 8 3 13.08246530033648 6.556995133740856 2.474328130948061 0.8453557420957125 2.6500103408792772 -1.425286702278175 -2.4268262782090098 False 0.09436 Inputed -19.220499014410507 -19.37668284824563 """""" """""" """"""
-0.13150434376587303 0.2569181271114613 -5.104334737695728 17.187910170237163 6149.940700617727 77.75590477210798 50 34 34 49.0057639000006 78 True True 2019oci 55.803749999999 40.165569 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 55.803749999999 40.165569 TNS 2019oci ZTF19abqrrto 2019oci SNIa 0.04 -0.11377279385229855 0.7258836776254967 0.05632159667295866 0.2511995507973026 0.7258836776254967 1.3346525638822406 17.257431152033703 17.257431152033703 31.7483327479669 31.7483327479669 58727.4713773001 58715.44385420019 16.675271495082796 16.675271495082796 16.814511684929265 5.027790962712365 5.869577886061009 2.4771756087424315 55.80429808993645 40.16611494948585 0.0017647353466568871 14.643784024620057 15.797817743434907 14.992197742652893 0.975 """""" """""" """""" """""" 1 False True all False False 0 1.2655001897900495 0.7989155631714959 55.8040390196306 40.1655906329754 0.0021402418574733018 18.868710018405913 20.685647398529053 22.011741146202088 0.15 False False 0.3 0.7 1.5 0.02 8 3 12.027523099910468 2.4771756087424315 5.869577886061009 0.8056200007820138 0.422036415024868 -0.8774537516478897 -1.822313942276372 False 0.04 Inputed -19.450293202552153 -19.58953339239862 """""" """""" """"""
-0.14872898229230921 0.3419699194166622 -6.120228449235857 18.62689954155723 5699.268416895737 193.2061685576666 33 21 21 40.97025470016524 50 True True 2020oz 12.484441666666665 15.724936111111111 SNIa 0.077 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 12.484441666666665 15.724936111111111 TNS 2020oz ZTF20aabbvcx 2020oz SNIa 0.077 -0.06062392691329066 0.23823267104457813 0.008071050765014576 0.08067125038626344 0.23823267104457813 0.4134061235042772 13.055195623478529 13.055195623478529 27.915059076686713 27.915059076686713 58862.10965280002 58850.148912000004 18.22318588972087 18.22318588972087 18.307338985637603 0.6490300333451057 3.2041475105332546 9.881104269994282 12.48216188859725 15.7232874789377 0.0037665565050508665 15.691694673228264 17.248213863863946 16.248625149207115 0.9555555555555555 """""" """""" """""" """""" 3 False True all False False 0 1.3515993730523135 6.953979771881892 12.48270318868985 15.725901002264301 0.013353764176298077 18.56520097316265 19.80018303813219 19.69849010694027 0.5222222222222223 False False 0.3 0.7 1.5 0.02 8 3 11.960740800015628 9.881104269994282 3.2041475105332546 0.9995887146568307 3.0838481179506636 -0.9749720258569248 -2.0587138364304884 False 0.077 Inputed -19.398168967289973 -19.482322063206706 """""" """""" """"""
-0.02592234570310585 0.2918064716460854 -15.673661369672104 17.00769104396401 4889.897359730418 129.32010752100643 81 22 22 41.041724499780685 103 True False 2021cah 42.12799999999999 50.75998888888889 SNII 0.016491 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 42.12799999999999 50.75998888888889 TNS 2021cah ZTF21aahgspm 2021cah SNII 0.016491 0.2965131351012822 0.8988888759597735 0.4303572892169498 0.5749170279886897 0.8988888759597735 1.2743860343804414 58.843407017931185 58.843407017931185 -17.8016825181505 -17.8016825181505 59279.14407410007 59252.140625 16.921104290759704 16.98388454759196 16.921104290759704 1.4427954503480858 5.659118620583595 19.49789871487961 42.13068596 50.75484624 0.0025706071432261 13.479028240871429 14.2520961561203 12.595107534313202 1.0 """""" """""" """""" """""" 13 False True all False False 0 0.7 3.6134061252201928 42.12688474 50.75927492 0.08722240392855252 22.81 18.17287694377899 19.441832575035097 1.0 False False 0.3 0.7 1.5 0.02 8 3 27.0034491000697 19.49789871487961 5.659118620583595 1.6569886218070984 3.4453949496589447 -2.7317883914716585 -4.325996756446502 False 0.016491 Inputed -17.406932396808116 -17.34415213997586 """""" """""" """"""
-0.16689808689702967 0.22174794038202847 -6.602354551544271 18.68159649715065 6318.581850870297 88.37652533755004 31 20 20 53.026469899807125 59 True True 2019drk 149.24207333333 45.229006305555 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 149.24207333333 45.229006305555 TNS 2019drk ZTF19aaqxcfs 2019drk SNIa 0.08 -0.13572918839238923 0.5654978107260469 0.009800949766194833 0.1740201182914305 0.5654978107260469 1.0543414340932493 15.42767586151253 15.42767586151253 37.5987940382946 37.5987940382946 58600.20394679997 58587.19866900006 18.071759033028474 18.071759033028474 18.351288290528828 1.3918704328919487 0.6623961203875094 0.8526004041834901 149.2423603552595 45.229129709948296 0.0016195174068126539 19.87428840135574 20.554775285423993 20.11540354462087 0.9549999999999998 """""" """""" """""" """""" 0 False True all False False 0 0.6623961203875094 0.8526004041834901 149.2423603552595 45.229129709948296 0.0016195174068126539 19.87428840135574 20.554775285423993 20.11540354462087 0.9549999999999998 False False 0.3 0.7 1.5 0.02 8 3 13.005277799908072 0.8526004041834901 0.6623961203875094 0.43937174080312147 1.2871458300279734 2.483016252395519 1.7641152540920437 False 0.08 Inputed -19.43864573154255 -19.718174989042904 """""" """""" """"""
-0.14217426696153743 0.21532746686103132 -6.474639382936298 17.68892939359542 6002.619049740966 97.85160444654305 55 38 38 72.9540740000084 37 True True 2020adis 226.09783333333328 35.89671111111111 SNIa 0.0453189984 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 226.09783333333328 35.89671111111111 TNS 2020adis ZTF20aczgoml 2020adis SNIa 0.0453189984 -0.08282661264389546 0.563437361747507 0.05399734673189016 0.206447233361839 0.563437361747507 0.9997371871687122 19.356851396959716 19.356851396959716 53.59722260304869 53.59722260304869 59217.535219899844 59202.504525499884 17.135590254208363 17.135590254208363 17.26652951167693 4.058432052229439 3.3107273905304297 5.767018334779978 226.0975888496445 35.89830077120925 0.001986834972937279 15.621535692088305 16.428269209208487 15.920673210660816 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.3107273905304297 5.767018334779978 226.0975888496445 35.89830077120925 0.001986834972937279 15.621535692088305 16.428269209208487 15.920673210660816 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.030694399960339 5.767018334779978 3.3107273905304297 0.5075959985476715 1.7419188155676002 -0.7073210449998761 -1.3458563010161129 False 0.0453189984 Inputed -19.27215016339608 -19.403089420864646 """""" """""" """"""
-0.14943644829519726 0.32968076995929524 -9.897446497201038 18.338451497074807 5093.4507697423105 186.7955950288544 27 14 14 41.786192200146616 41 True True 2018lak 127.34631291666 26.516214833333 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 127.34631291666 26.516214833333 TNS 2018lak ZTF18adaylyq 2018lak SNIa 0.06 0.12486133681960254 0.48108104792653705 0.20676353205677955 0.2933035364247445 0.48108104792653705 0.6898558528751337 10.589468818612698 10.589468818612698 31.196723381533918 31.196723381533918 58493.48494210001 58480.423460599966 18.058432430752816 18.1348374936531 18.058432430752816 0.7252922090726602 0.8928062706009524 0.10226804031446918 127.346281295071 26.5162173594333 0.00019292297967954397 16.739420908449887 17.935421788630485 17.143476194877625 0.845 """""" """""" """""" """""" 0 False True all False False 0 0.8928062706009524 0.10226804031446918 127.346281295071 26.5162173594333 0.00019292297967954397 16.739420908449887 17.935421788630485 17.143476194877625 0.845 False False 0.3 0.7 1.5 0.02 8 3 13.061481500044465 0.10226804031446918 0.8928062706009524 0.7919455937528603 0.11454673167296646 -0.1994157050226164 -0.9149562358751915 False 0.06 Inputed -19.097068550444984 -19.0206634875447 """""" """""" """"""
-0.010910401712361639 0.10785359089852663 -7.788131325936668 18.124988155166058 4186.919447556555 167.32111257798735 85 36 36 73.87947920011356 71 True True 2020aaun 152.50424999999998 11.916161111111112 SNII 0.02815 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 152.50424999999998 11.916161111111112 TNS 2020aaun ZTF20actkmks 2020aaun SNII 0.02815 0.4361660445122304 0.9222309130028741 0.5472738432784823 0.66510220986288 0.9222309130028741 1.2103757148505778 223.31428076959713 223.31428076959713 -149.43480156948357 -149.43480156948357 59203.47855320014 59176.491504599806 18.014197925927004 18.133694051283225 18.014197925927004 2.308147479394242 8.829679084350545 11.376502828411905 152.501045601986 11.9165562112462 0.003205204098594927 13.955819242864848 14.903752054114342 14.250746656757592 0.99 """""" """""" """""" """""" 4 True True all False False 0 0.7 2.7234959721810843 152.50396961873 11.9154560789463 0.07405807838796019 23.20505863396883 22.502886962366105 23.06564094495773 0.225 False False 0.3 0.7 1.5 0.02 8 3 26.987048600334674 11.376502828411905 8.829679084350545 0.6530053973567504 1.288438993051885 -3.2299419971688828 -3.763451269169412 False 0.02815 Inputed -17.481387744564834 -17.361891619208613 """""" """""" """"""
-0.11971897795058331 0.31311804225074724 -8.63970867825082 19.291000045158565 5815.619675800418 207.64178766708835 33 12 12 22.022233800031245 54 True False 2020aavu 328.80104166666666 -11.323258333333333 SNIa 0.11 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 328.80104166666666 -11.323258333333333 TNS 2020aavu ZTF20actlvpy 2020aavu SNIa 0.11 -0.07381411743453015 0.19913417369095043 -0.010722611554431438 0.055713421485457104 0.19913417369095043 0.35751691519109485 16.12341069743737 16.12341069743737 5.898823102593873 5.898823102593873 59187.17037039995 59172.10642360011 18.863607524119004 18.90755190036152 18.863607524119004 0.9169622170448809 2.0113641334576933 0.5193454964650044 328.8011632 -11.32333964 0.0028836956251481194 18.14525989458561 18.623834279131888 18.339958315193652 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.0113641334576933 0.5193454964650044 328.8011632 -11.32333964 0.0028836956251481194 18.14525989458561 18.623834279131888 18.339958315193652 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.063946799840778 0.5193454964650044 2.0113641334576933 0.283875963938236 0.25820560674521353 -0.2837176212296306 -0.5236492089253524 False 0.11 Inputed -19.631552258310684 -19.58760788206817 """""" """""" """"""
-0.17043470488397855 0.24961306132666827 -9.169025807512368 15.78662540667796 5529.1161233419725 182.60215889231077 129 80 80 72.84517360012978 47 True False 2021vtq 11.912249999999998 -20.52346111111111 SNIa 0.0208 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 11.912249999999998 -20.52346111111111 TNS 2021vtq ZTF21absvlrr 2021vtq SNIa 0.0208 0.004103423164130149 0.3390123948961836 0.08080572803923047 0.16205961514333467 0.3390123948961836 0.5366249314763039 17.040197730950013 17.040197730950013 55.80497586917977 55.80497586917977 59456.477870400064 59438.411608799826 15.20837215416336 15.20837215416336 15.41842034694097 17.705907093923013 4.667182817403041 20.043959222809242 11.90802692 -20.51954227 0.007313972093209498 14.909437467134 15.124806000447274 14.85558304477334 0.99 """""" """""" """""" """""" 7 False True all False False 0 0.7 0.27253169165632857 11.91231905 -20.52350047 0.01228705295083321 22.81 23.64 21.528718783175947 0.5 False False 0.3 0.7 1.5 0.02 8 3 18.06626160023734 20.043959222809242 4.667182817403041 0.26922295567393384 4.294659113859675 -0.08356615371608633 -0.5628373021676296 False 0.0208 Inputed -19.416081771744444 -19.626129964522054 """""" """""" """"""
-0.13816339503696135 0.33887756179828804 -8.14656635763884 19.25301047221451 5564.815784541834 143.94406909251194 41 20 20 40.08585650008172 35 True False 2020acca 67.9541 -20.31577777777778 SNIa 0.102 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 67.9541 -20.31577777777778 TNS 2020acca ZTF20acwijiy 2020acca SNIa 0.102 0.004030407265481983 0.4423779042205176 0.10209389256583279 0.2075657699285145 0.4423779042205176 0.7119915559387451 12.805282576202966 12.805282576202966 27.28057392387875 27.28057392387875 59203.30067129992 59190.18097219989 18.82322734964976 18.82322734964976 18.996956797727464 0.7367936963474625 2.1587719469486077 4.479705887838376 67.95542668 -20.3158007 0.005250387611856477 17.80940102827549 18.6108606644392 18.105036260187624 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.1587719469486077 4.479705887838376 67.95542668 -20.3158007 0.005250387611856477 17.80940102827549 18.6108606644392 18.105036260187624 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.119699100032449 4.479705887838376 2.1587719469486077 0.5058244042515767 2.0751177048462086 -0.2123666852105579 -0.8919205375398391 False 0.102 Inputed -19.330686198794478 -19.504415646872182 """""" """""" """"""
-0.17752669683618644 0.2802252230978542 -7.023598386592289 18.879133651488765 5471.632800130943 149.12929866826664 34 21 21 46.86006940016523 37 True True 2021L 202.97040833333332 28.224916666666665 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 202.97040833333332 28.224916666666665 TNS 2021L ZTF21aaabwfl 2021L SNIa 0.07 0.014119927210103356 0.43826624117499335 0.10939348353647205 0.21159559497357705 0.43826624117499335 0.6973008903603528 6.158519588700715 6.158519588700715 40.70154981146452 40.70154981146452 59221.526979200076 59215.51089120004 18.489401168493142 18.50773891494617 18.489401168493142 1.2159063908947387 2.3117816292800977 2.91225207814934 202.9695249039155 28.225136957929 0.0035457200533093314 17.63329266148746 18.491221318475006 17.981424020712375 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.3117816292800977 2.91225207814934 202.9695249039155 28.225136957929 0.0035457200533093314 17.63329266148746 18.491221318475006 17.981424020712375 1.0 False False 0.3 0.7 1.5 0.02 8 3 6.016088000033051 2.91225207814934 2.3117816292800977 0.5097972977626313 1.259743585321349 -0.016517596471164353 -0.5079771477807675 False 0.07 Inputed -19.005764783097653 -18.987427036644625 """""" """""" """"""
-0.17703602013678835 0.34177693504848106 -4.588066472930132 18.111176391574805 6526.886195663258 104.54354112052235 49 26 26 40.940138899721205 145 True True 2021shl 329.82754166666666 44.12785 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 329.82754166666666 44.12785 TNS 2021shl ZTF21abjvtxq 2021shl SNIa 0.07 -0.2095433275275198 0.3242778733115337 -0.09587425587613296 0.03032131107411118 0.3242778733115337 0.6809287382744849 8.46390434848529 8.46390434848529 32.47623455123592 32.47623455123592 59408.39181709988 59401.40413190005 17.605375299107777 17.605375299107777 17.840193210586616 0.6188032676708474 1.9994000356241592 3.513760969460608 329.8265943919225 44.12855024788775 0.0009167324858047055 15.920208798503875 17.01391680923462 16.293357044067385 0.93 """""" """""" """""" """""" 0 False True all False False 0 1.9994000356241592 3.513760969460608 329.8265943919225 44.12855024788775 0.0009167324858047055 15.920208798503875 17.01391680923462 16.293357044067385 0.93 False False 0.3 0.7 1.5 0.02 8 3 6.987685199826956 3.513760969460608 1.9994000356241592 0.7205597651672342 1.7574076757299375 -0.5914584898731583 -1.5468361665192312 False 0.07 Inputed -19.65497274100418 -19.88979065248302 """""" """""" """"""
-0.08633524655734387 0.34156249790796167 -10.859884337927877 17.97149311839248 4898.671585193481 206.33727883664397 27 16 16 72.96060180012137 77 True True 2019abb 118.57193749999 14.272954111111 SNIc 0.0153 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 118.57193749999 14.272954111111 TNS 2019abb ZTF19aadwtoe 2019abb SNIc 0.0153 0.18351552089727718 0.5153362113449163 0.2604721911584882 0.3413285374500248 0.5153362113449163 0.7067972480096394 3.678105188033733 3.678105188033733 69.28249661208764 69.28249661208764 58510.28829859989 58508.1927894 17.62763083503831 17.833679973882926 17.62763083503831 3.926828452932866 3.6052438980425494 2.839793324758359 118.57112532203399 14.27300623136465 0.0008327697708050419 14.805249638262987 15.244888729906082 14.833434094712734 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 1.8560301070622847 118.57231879 14.27331364 0.013862225956616125 21.68380891096592 18.85384138534069 20.69125009148121 1.0 False False 0.3 0.7 1.5 0.02 8 3 2.0955091998912394 2.839793324758359 3.6052438980425494 0.4114546351933477 0.7876841082236383 -2.5887912439768446 -2.7941967403255763 False 0.0153 Inputed -16.53696474214721 -16.330915603302593 """""" """""" """"""
-0.17543923186911123 0.24596001191515954 -9.398956201785015 18.73053421946763 5926.3671357909025 168.08537145626053 55 38 38 44.04890049993992 79 True False 2018iqu 110.14766708333 22.734561 SNIa 0.084 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 110.14766708333 22.734561 TNS 2018iqu ZTF18acmznfc 2018iqu SNIa 0.084 -0.07961280764270029 0.2642995600381255 -0.0015766297766006687 0.08159086190083897 0.2642995600381255 0.47057083603474226 11.675201308167473 11.675201308167473 32.373699191772445 32.373699191772445 58450.45982640004 58437.380381899886 18.154340912092483 18.154340912092483 18.291042212120974 1.3365260219002795 1.548034126586017 0.949418503013557 110.14790094 22.73440924 0.0006743498006982485 16.824117523145677 17.965146917653083 17.235997561597824 0.5199999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.548034126586017 0.949418503013557 110.14790094 22.73440924 0.0006743498006982485 16.824117523145677 17.965146917653083 17.235997561597824 0.5199999999999999 False False 0.3 0.7 1.5 0.02 8 3 13.079444500152022 0.949418503013557 1.548034126586017 0.7291493560552595 0.6133059256951738 -0.18919399443939966 -1.0550446505231506 False 0.084 Inputed -19.606727817960508 -19.743429117989 """""" """""" """"""
-0.09833224149007945 0.2756181317692922 -26.2401029951537 17.646453123175625 6392.654933870178 114.01581496113926 71 69 69 64.01565970014781 34 True False 2020bj 254.60562499999995 68.23241944444445 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 254.60562499999995 68.23241944444445 TNS 2020bj ZTF20aabqiti 2020bj SNIa 0.05 0.05234077700828976 0.6483488743259969 0.18202062435012678 0.32400142611357197 0.6483488743259969 1.0330810578569292 -8.145549723879517 -8.145549723879517 72.16120942402732 72.16120942402732 58855.500393500086 58850.51180560002 17.285449270119106 17.285449270119106 17.48428646447714 3.923387277088707 0.8783535355261846 0.4976541075044994 254.60538584 68.23252548 0.0024985513760336087 20.057234348344803 20.98947288620472 20.406493770956992 0.9200000000000002 """""" """""" """""" """""" 0 False True all False False 0 0.8783535355261846 0.4976541075044994 254.60538584 68.23252548 0.0024985513760336087 20.057234348344803 20.98947288620472 20.406493770956992 0.9200000000000002 False False 0.3 0.7 1.5 0.02 8 3 4.988587900064886 0.4976541075044994 0.8783535355261846 0.5829791152477277 0.5665760851140376 3.704023616085614 2.9222073064798515 False 0.05 Inputed -19.270252166698135 -19.46908936105617 """""" """""" """"""
-0.09101184630901807 0.2882352861419676 -31.186625963196274 18.190711868637038 3273.8785050433917 343.18307005994916 18 17 17 48.013564799912274 28 True True 2019hkd 14.015957499999 9.6113794722222 SNIa 0.035741 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 14.015957499999 9.6113794722222 TNS 2019hkd ZTF19abajrpw 2019hkd SNIa 0.035741 1.0418182235235136 1.336269034094908 1.1124344941622262 1.1850165976280067 1.336269034094908 1.4959695189900444 -17.518315550213273 -17.518315550213273 65.53188035012555 65.53188035012555 58655.44454859989 58655.44454859989 18.219410671654607 18.87536998505824 18.219410671654607 2.882246872763903 3.1360950520121316 7.594853997752514 14.0149219592859 9.609533313939275 0.0009217630312984282 14.30766141434908 15.172733224682808 14.719527491550446 0.9949999999999999 """""" """""" """""" """""" 2 False True all False False 0 0.7 2.794767497190665 14.0158194664732 9.61214377410271 0.060943632620618304 22.885345184259414 21.940554864110947 22.171729368519784 0.08333333333333333 False False 0.3 0.7 1.5 0.02 8 3 0.0 7.594853997752514 3.1360950520121316 0.45320573313236245 2.42175503987981 -3.70263676037543 -3.4998831801041614 False 0.035741 Inputed -17.79868068002609 -17.14272136662246 """""" """""" """"""
-0.16335851954774983 0.3283493537899489 -3.5277454160619457 19.1381157901637 5365.064608987623 186.31557855040876 29 20 20 34.00511580007151 55 True True 2021die 200.51097083333332 54.69091944444444 SNIa 0.079359 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 200.51097083333332 54.69091944444444 TNS 2021die ZTF21aalxurs 2021die SNIa 0.079359 0.0025274725036155132 0.3296054830710915 0.07756485443695027 0.15696658290363175 0.3296054830710915 0.5220043277298778 13.308963469976467 13.308963469976467 20.696152330095043 20.696152330095043 59272.38547449978 59262.36614579987 18.757656430217402 18.757656430217402 18.879900428108996 0.5267586884157938 1.9587640196101874 7.632077310183162 200.507523503248 54.69019534724385 0.0023682270571061537 15.914138876632453 17.081803317127225 16.27780440850139 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 5.969447048245387 200.511907867631 54.6924866865213 0.15957924864420026 22.450421244615317 25.29982468877077 24.435095513322352 0.5 False False 0.3 0.7 1.5 0.02 8 3 10.019328699912876 7.632077310183162 1.9587640196101874 0.8039989086258359 3.8963740571985883 -1.6758531130901773 -2.6020960196076075 False 0.079359 Inputed -18.89226001203915 -19.014504009930743 """""" """""" """"""
-0.14015863674656248 0.2856657702678844 -5.6743636999931395 18.70170644070718 5834.179179269394 137.9963354357156 120 108 108 74.85186340007931 90 True True 2020gkp 255.13597083333332 36.62623888888889 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 255.13597083333332 36.62623888888889 TNS 2020gkp ZTF20aaurhio 2020gkp SNIa 0.08 -0.07849511705744305 0.3527399109773519 0.0173201365669442 0.1208316432753449 0.3527399109773519 0.6210639462452328 16.16998050824321 16.16998050824321 58.681882891836096 58.681882891836096 58956.39291669987 58943.48796299985 18.1778776288011 18.1778776288011 18.288915670843725 1.698766307757589 1.895756234612265 3.001929545896976 255.13646859458902 36.626970844416846 0.005597011152173148 18.556899658337834 19.41010052042723 18.862046426891087 0.985 """""" """""" """""" """""" 0 False True all False False 0 1.895756234612265 3.001929545896976 255.13646859458902 36.626970844416846 0.005597011152173148 18.556899658337834 19.41010052042723 18.862046426891087 0.985 False False 0.3 0.7 1.5 0.02 8 3 12.904953700024635 3.001929545896976 1.895756234612265 0.5480540935361411 1.5834997617776287 1.2322228916261295 0.5731307560473624 False 0.08 Inputed -19.501018351227653 -19.61205639327028 """""" """""" """"""
-0.11709811079361682 0.35222985836926135 -5.266610385561521 19.04328252927076 4698.121679298044 159.23732258231308 27 17 17 44.842800999991596 47 True True 2021dha 172.91026250000002 14.076297222222221 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 172.91026250000002 14.076297222222221 TNS 2021dha ZTF21aaljjvt 2021dha SNIa 0.08 0.21836108907124796 0.6711938605191392 0.3211298561940019 0.43063288345652495 0.6711938605191392 0.9429592421053172 11.553329592867293 11.553329592867293 33.2894714071243 33.2894714071243 59270.32142359996 59262.41256939992 18.78274777304552 18.88095259783325 18.78274777304552 0.8422415722742457 1.92021599262091 9.565755513140914 172.9077468853365 14.07734913373315 0.0023402145143751607 15.415165274544954 16.52475441540718 15.745025326714515 0.9850000000000001 """""" """""" """""" """""" 3 False True all False False 0 0.7 3.171766742523446 172.910432671744 14.0771626685058 0.026650947563414573 21.500717171583176 23.26088630718708 22.315109040694235 0.1 False False 0.3 0.7 1.5 0.02 8 3 7.908854200039059 9.565755513140914 1.92021599262091 0.7797290886926653 4.981603918465744 -2.35619818242607 -3.0377224463310064 False 0.08 Inputed -19.007186249025857 -18.908981424238128 """""" """""" """"""
-0.15434697514696502 0.22234728655524189 -8.59514250461462 18.11279079460904 5295.965478803433 106.29987097421231 51 41 41 69.92130789998919 63 True True 2020piu 320.31188749999995 1.2416972222222222 SNIa 0.049 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 320.31188749999995 1.2416972222222222 TNS 2020piu ZTF20ablqbvc 2020piu SNIa 0.049 0.10841669317854752 0.7820953863843023 0.2537377827791758 0.4137103652948362 0.7820953863843023 1.22361262684041 17.202462679463192 17.202462679463192 52.71884522052599 52.71884522052599 59060.41280090017 59044.356331000105 17.685892538488947 17.737989382839775 17.685892538488947 2.0020045929583477 1.822303881635324 0.8583272890796849 320.312064714149 1.241537672817955 0.0016495331455693707 17.619862389121057 18.47773727303505 17.92756738818407 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.822303881635324 0.8583272890796849 320.312064714149 1.241537672817955 0.0016495331455693707 17.619862389121057 18.47773727303505 17.92756738818407 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.056469900067896 0.8583272890796849 1.822303881635324 0.5501698848509804 0.4710121608858273 0.7397478901952752 0.24167484969512287 False 0.049 Inputed -19.024263884489372 -18.972167040138544 """""" """""" """"""
-0.23288511301412151 0.27003233588951236 -8.19547080478872 17.709207669722876 3671.3370134097772 341.8432756947669 61 40 40 63.974698999896646 95 True True 2021tmf 346.1190791666666 27.353597222222223 SNIa 0.02566 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 346.1190791666666 27.353597222222223 TNS 2021tmf ZTF21abmjivk 2021tmf SNIa 0.02566 0.643513067435407 0.8923418893697246 0.7031116474291785 0.7644222747487674 0.8923418893697246 1.0276083600877435 12.34109297181945 12.34109297181945 51.633606028077196 51.633606028077196 59424.36192130018 59409.44707180001 17.271887523392447 17.655670035105818 17.271887523392447 7.513559785988132 6.093186696382737 14.500859451156552 346.1176596578915 27.3574228436844 0.0013746316320080165 13.112828361461162 14.446755124249458 13.61038698458433 0.905 """""" """""" """""" """""" 3 False True all False False 0 0.7248781802338815 11.007814422042568 346.1221940654105 27.3548993822574 0.0014626643995232502 14.600519908251762 15.083767460513116 14.611804419500828 0.0 False False 0.3 0.7 1.5 0.02 8 3 14.91484950017184 14.500859451156552 6.093186696382737 0.8363681396651277 2.3798482097660147 -3.2089149108563593 -3.6615005388081165 False 0.02566 Inputed -18.021239627277666 -17.637457115564295 """""" """""" """"""
-0.08798670594080585 0.35742056842486525 -29.583664860490067 18.037807235617006 5650.751777277322 462.4043999697441 62 58 58 72.86166669987142 71 True True 2020acai 224.43399999999997 6.630969444444445 SNIa 0.02147 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 224.43399999999997 6.630969444444445 TNS 2020acai ZTF20acwfftd 2020acai SNIa 0.02147 -0.006726185458798994 0.11546575504304712 0.02277893868996017 0.05297151663871347 0.11546575504304712 0.18085143575721574 -17.89051057362075 -17.89051057362075 90.75217727349218 90.75217727349218 59192.560925900005 59192.560925900005 17.95504688888045 18.859164765436965 17.95504688888045 1.4561257030628862 6.247220372410161 18.204225634840054 224.437045646549 6.62691751137141 0.001572817708372587 12.886730107074976 14.0548730295825 13.258331455402374 0.985 """""" """""" """""" """""" 11 False True all False False 0 0.7 4.334189897114728 224.435008591688 6.6316371150274 0.3219866908352057 24.29136931889057 22.7717800787735 23.349926990914344 0.05 False False 0.3 0.7 1.5 0.02 8 3 0.0 18.204225634840054 6.247220372410161 0.7965415741801269 2.913972062717056 -4.804291735854465 -4.696715433478076 False 0.02147 Inputed -16.948667159566757 -16.04454928301024 """""" """""" """"""
-0.22665122927228493 0.24681956175561637 -5.56277026133988 18.661290112874372 5472.5797473303355 172.616708029731 27 16 16 31.995370300021023 46 True False 2020aaym 155.8215 -8.388772222222222 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 155.8215 -8.388772222222222 TNS 2020aaym ZTF20actljfs 2020aaym SNIa 0.06 -0.006339469411610565 0.34750624095511995 0.07427491006594522 0.1599649349277925 0.34750624095511995 0.5582567681105495 10.64589243077539 10.64589243077539 21.349477869245632 21.349477869245632 59181.521840299945 59171.48608799977 18.197087398910064 18.197087398910064 18.335828705966854 1.5103541525628374 1.9570591212463957 5.46957185160182 155.82283051 -8.38953102 0.01849498921978887 19.270278522467613 19.66210328350067 19.841600457811357 0.95 """""" """""" """""" """""" 0 False True all False False 0 1.9570591212463957 5.46957185160182 155.82283051 -8.38953102 0.01849498921978887 19.270278522467613 19.66210328350067 19.841600457811357 0.95 False False 0.3 0.7 1.5 0.02 8 3 10.035752300173044 5.46957185160182 1.9570591212463957 -0.17949717431068635 2.794791323482555 1.4650158845906063 1.5057717518445024 False 0.06 Inputed -18.819672275230946 -18.958413582287736 """""" """""" """"""
-0.08040220831143415 0.35893334356224904 -13.460705504054658 18.098555862151404 6507.504935375002 207.7703481898377 27 8 8 36.01766210002825 37 True False 2020cn 322.04462499999994 79.11009999999999 SNIIn 0.077 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 322.04462499999994 79.11009999999999 TNS 2020cn ZTF19adalarj 2020cn SNIIn 0.077 -0.18229412373353426 0.06561233120825705 -0.12510714701175374 -0.06480930002112117 0.06561233120825705 0.2099851103633803 25.299496063669537 25.299496063669537 10.71816603635871 10.71816603635871 58863.115046299994 58837.098506900016 17.591101047735094 17.591101047735094 17.859848164092156 2.760945692928366 0.7741281040591766 8.708838711380803 322.03343369 79.11127576 0.22348495170987925 21.97927810268402 23.158090057373048 22.94256268720627 0.7 """""" """""" """""" """""" 0 False True all False False 0 0.7741281040591766 8.708838711380803 322.03343369 79.11127576 0.22348495170987925 21.97927810268402 23.158090057373048 22.94256268720627 0.7 False False 0.3 0.7 1.5 0.02 8 3 26.016539399977773 0.0 0.0 0.0 0.0 6.048898952264906 5.410151835907843 True 0.077 Inputed -19.84565978883542 -20.11440690519248 """""" """""" """"""
-0.21649259233301116 0.6289319815571418 -9.319666518242013 15.896276517017913 8013.150656948191 210.97615054035998 78 16 16 10.982928200159222 165 True False 2018eff 307.12615374999 51.037129111111 CV 0.5548 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 307.12615374999 51.037129111111 TNS 2018eff ZTF18abjrdzt 2018eff CV 0.5548 -0.41521700781992443 -0.22659529776264264 -0.3718816118465469 -0.32607274336226055 -0.22659529776264264 -0.11589178304975434 -6.222492871058032 -6.222492871058032 17.205421071217252 17.205421071217252 58693.29856480006 58692.34341439977 15.69693920942839 15.69693920942839 16.234024120637443 4.515293417947067 0.7 5.352505034176882 307.12436429 51.03810094 0.06766496502352848 21.524894693946838 22.926525929641723 23.27 0.5 """""" """""" """""" """""" 1 False True all False False 0 0.8635159208245575 2.2485037180832523 307.126115 51.03775322 0.002649571264912054 18.97624636745453 19.690004037475585 19.363954965400694 0.02 False False 0.3 0.7 1.5 0.02 8 3 0.955150400288403 5.352505034176882 0.7 -0.34347407035827615 7.646435763109832 7.229586720213334 7.035975879362557 False 0.5548 Inputed -25.88452854496452 -26.421613456173574 """""" """""" """"""
-0.1276591476209958 0.28416489169529974 -10.55527036121164 18.8254797463528 5685.2559651902975 96.00444995044228 137 117 117 58.10520830005407 76 True False 2020naz 347.12749166666663 46.16618888888889 SNIa 0.091 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 347.12749166666663 46.16618888888889 TNS 2020naz ZTF20abgijph 2020naz SNIa 0.091 0.04821808631604796 0.7789066371271538 0.20309898144392236 0.375512600388916 0.7789066371271538 1.2718991916934144 15.410968230574877 15.410968230574877 42.69424006947919 42.69424006947919 59035.45620370004 59019.345902800094 18.23913984620734 18.23913984620734 18.470267519419384 0.9635214258989998 4.425233626922833 9.103755172771804 347.1264845 46.16861961 0.002628700328910827 15.019704986190796 16.05136808757782 15.313469227504731 0.99 """""" """""" """""" """""" 0 False True all False False 0 4.425233626922833 9.103755172771804 347.1264845 46.16861961 0.002628700328910827 15.019704986190796 16.05136808757782 15.313469227504731 0.99 False False 0.3 0.7 1.5 0.02 8 3 16.110300899948925 9.103755172771804 4.425233626922833 0.7378988600730896 2.057237185712671 -2.18777175862952 -3.1567982919146527 False 0.091 Inputed -19.60457381290323 -19.835701486115273 """""" """""" """"""
-0.17863812894563016 0.22548148575940097 -10.768491886436584 18.65694259880516 5677.763288009787 130.46906812946702 26 18 18 57.961955999955535 73 True True 2019awc 231.87577708333 28.699408138888 SNIa 0.071 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 231.87577708333 28.699408138888 TNS 2019awc ZTF19aailuvj 2019awc SNIa 0.071 0.01200919983991966 0.5060202552256676 0.12128927748036133 0.23967826774612178 0.5060202552256676 0.81588548593 13.576159986860487 13.576159986860487 44.385796013095046 44.385796013095046 58538.52311340021 58522.516643499956 18.06983249891063 18.06983249891063 18.182273126753635 2.0752300601306763 2.853253507741652 30.806018558150058 231.866104822336 28.70052530745115 0.009495906830555567 14.337160383832455 15.622987393612862 14.775151875493528 0.97 """""" """""" """""" """""" 33 False True all False False 0 0.8464699468729875 3.4087305536611328 231.8767375562665 28.6998403339344 0.02407439189881766 21.119644861137868 21.9199461028862 21.412088929564952 0.8083333333333335 False False 0.3 0.7 1.5 0.02 8 3 16.00646990025416 30.806018558150058 2.853253507741652 0.847835518119334 10.796803885306707 -2.4468451052977667 -3.407121251260108 False 0.071 Inputed -19.344180683468686 -19.456621311311693 """""" """""" """"""
-0.11062209488095796 0.4196902568254378 -13.421257100056724 19.71592016822297 5930.71441714136 241.0938510887825 38 18 18 28.93826390011236 46 True True 2020wze 38.04116666666666 -6.816027777777777 SNIa 0.152 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 38.04116666666666 -6.816027777777777 TNS 2020wze ZTF20acjdhof 2020wze SNIa 0.152 -0.08086023753422822 0.1494764213174804 -0.02704314344913783 0.02923099008177843 0.1494764213174804 0.28054767009644976 14.428843134808812 14.428843134808812 14.509420765303549 14.509420765303549 59156.3798727002 59136.37846060004 19.3087669213166 19.3087669213166 19.58019615291712 0.39363500788659295 1.155388943624873 0.6479454332987551 38.04131154764845 -6.815919612632695 0.0016609274541308228 18.799710490419866 19.48005538796425 19.036817042902708 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.155388943624873 0.6479454332987551 38.04131154764845 -6.815919612632695 0.0016609274541308228 18.799710490419866 19.48005538796425 19.036817042902708 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 20.001412100158632 0.6479454332987551 1.155388943624873 0.44323834506154114 0.5608028680505769 0.17128846664764907 -0.5433791100144134 False 0.152 Inputed -19.63471150820216 -19.90614073980268 """""" """""" """"""
-0.18368074477173163 0.2730914300389362 -5.836442765582458 18.2810869543296 5036.772154086421 128.51817812743883 46 23 23 46.88474539993331 63 True False 2020ywm 353.57804166666665 43.37958888888889 SNIa 0.047553 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 353.57804166666665 43.37958888888889 TNS 2020ywm ZTF20acoyyly 2020ywm SNIa 0.047553 0.13025426539263307 0.6768587235101613 0.25126357025792956 0.38228324616729736 0.6768587235101613 1.019470355416022 12.123335649168379 12.123335649168379 34.76140975076493 34.76140975076493 59168.13972220011 59157.24627309991 17.950883189660043 17.991383791308323 17.950883189660043 1.2123258057288366 3.8166191875550664 18.11158228961267 353.58485011 43.38049638 0.004689928991438275 14.632868193626404 18.88280553922653 14.915377370548248 1.0 """""" """""" """""" """""" 7 False True all False False 0 2.2028489273974894 2.483084587427477 353.57725636 43.37920164 0.0052336071042402565 18.350573305749894 19.856598408699035 20.25340348315239 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.893449100200087 18.11158228961267 3.8166191875550664 3.9674281686782837 4.745451772780869 0.8914217479182085 -3.035505819111796 False 0.047553 Inputed -18.693438460441474 -18.652937858793194 """""" """""" """"""
-0.23768258460555614 0.40425690723189794 -18.750731591125465 16.599756499188704 7217.470251456541 247.4566841896108 27 7 7 19.046863399911672 55 True True 2018epk 252.42789874999 23.082864388888 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 252.42789874999 23.082864388888 TNS 2018epk ZTF18abjzaic 2018epk CV 0.0 -0.28397084136850026 -0.09924612299716173 -0.24088591188378672 -0.19578375921582492 -0.09924612299716173 0.006214580426366467 -14.896591217369945 -14.896591217369945 33.94345461728162 33.94345461728162 60421.44135419978 60421.39777779998 17.09947979705384 17.09947979705384 17.43788000334529 21.128326994181652 0.9566050964622109 10.792344955451213 252.42762231534402 23.0858514572766 0.25772913900430583 21.630866678251028 23.971921685461997 23.126995875406266 0.9 """""" """""" """""" """""" 1 False True all False False 0 0.36220560021942805 1.3530490064241982 252.427492217113 23.08282702800815 0.0005657111222089339 18.55821758256674 20.162191153342725 19.03663626906872 0.025 False False 0.3 0.7 1.5 0.02 8 3 0.04357639979571104 0.0 0.0 0.0 0.0 6.540520202946162 5.832119996654711 True 0.0 Inputed """""" """""" """""" """""" """"""
-0.16055686300710223 0.25361619749091724 -5.826175037016777 18.330270649418257 5386.299985807196 151.61507605582068 44 29 29 55.917870400007814 87 True False 2021cyn 123.45456666666665 -12.115986111111111 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 123.45456666666665 -12.115986111111111 TNS 2021cyn ZTF21aajaljq 2021cyn SNIa 0.06 0.02381903809924424 0.4430616600522619 0.11817525464898182 0.21926540160776753 0.4430616600522619 0.698232559046275 15.67744117075398 15.67744117075398 40.240429229253834 40.240429229253834 59267.23241900001 59254.27364580007 17.86058759980825 17.86058759980825 17.971673725176206 1.256616507733587 3.1829354445453975 4.074143067151077 123.4535287 -12.11648696 0.001796864647590657 15.883863452863693 23.64 23.27 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 2.689337403947082 123.45380267 -12.11599556 0.01173262177227452 20.763938642430304 21.807758067274094 15.871370883131029 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.958773199934512 4.074143067151077 3.1829354445453975 0.370000000000001 1.2799955067052786 5.779412400191749 5.298326274823793 False 0.06 Inputed -19.183827256021594 -19.29491338138955 """""" """""" """"""
-0.13166241258420683 0.30448924527653765 -8.050488219283638 18.518057873168402 6291.07308421917 104.70671276673335 19 14 14 46.95552089996636 62 True True 2019zcq 201.3559125 13.419091666666667 SNIa 0.0748 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 201.3559125 13.419091666666667 TNS 2019zcq ZTF19adcfsdr 2019zcq SNIa 0.0748 -0.12779534820411698 0.4455615671464841 -0.005282385308451154 0.13042781597656727 0.4455615671464841 0.8266231819882393 4.978371117276652 4.978371117276652 41.97714978268971 41.97714978268971 58850.54436339997 58846.54708330007 18.01752360154293 18.01752360154293 18.24481187506851 4.15518907233088 0.9468608268185469 2.844270107098075 201.356492314589 13.4196449662103 0.0006162211260299921 16.564103284852504 17.070571355122325 16.86766167009592 0.7699999999999999 """""" """""" """""" """""" 0 False True all False False 0 0.9468608268185469 2.844270107098075 201.356492314589 13.4196449662103 0.0006162211260299921 16.564103284852504 17.070571355122325 16.86766167009592 0.7699999999999999 False False 0.3 0.7 1.5 0.02 8 3 3.9972800998948514 2.844270107098075 0.9468608268185469 0.20290968502640538 3.003894581482291 -0.9469522464206044 -1.3771502049725903 False 0.0748 Inputed -19.396695031602786 -19.623983305128366 """""" """""" """"""
-0.14415231306857756 0.3453624392488028 -9.044352631867183 18.84662166200105 5656.941367978144 165.433316338878 27 18 18 40.82956020021811 44 True False 2019cmx 253.75240333333 58.922989388888 SNIa 0.092 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 253.75240333333 58.922989388888 TNS 2019cmx ZTF19aanirdx 2019cmx SNIa 0.092 -0.02067646044964988 0.34643127413836794 0.06259929932379293 0.15136630564982312 0.34643127413836794 0.566754283835678 11.265271297957355 11.265271297957355 29.564288902260756 29.564288902260756 58580.450069400016 58567.51570599992 18.426089797886295 18.426089797886295 18.57131424298969 1.1867211144994187 0.5987417257546797 0.1424821933945648 253.75241595 58.92295035 0.0003737967997800018 18.647430698597432 19.3066931183517 18.95550886642337 0.41 """""" """""" """""" """""" 0 False True all False False 0 0.5987417257546797 0.1424821933945648 253.75241595 58.92295035 0.0003737967997800018 18.647430698597432 19.3066931183517 18.95550886642337 0.41 False False 0.3 0.7 1.5 0.02 8 3 12.934363400097936 0.1424821933945648 0.5987417257546797 0.3511842519283306 0.23796937354745765 0.8806033204654042 0.38419462343367883 False 0.092 Inputed -19.527720359412683 -19.672944804516078 """""" """""" """"""
-0.194603999715046 0.22147427546640053 -7.823443785355412 18.178664821410578 6353.0643327928165 77.85205785477362 50 28 28 45.99442130001262 65 True True 2020adqu 17.394624999999998 42.76153055555555 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 17.394624999999998 42.76153055555555 TNS 2020adqu ZTF20adadffg 2020adqu SNIa 0.05 -0.1108717306845719 0.7294689866233668 0.059428307018645654 0.2544927668932857 0.7294689866233668 1.3383800412434113 11.909437488389223 11.909437488389223 34.084983811623395 34.084983811623395 59222.152962999884 59210.16631940007 17.52864523081711 17.52864523081711 17.712682697385556 2.0117778924031233 2.0946989225085595 4.17537458347007 17.39591982438235 42.762195000333946 0.0022038681580638375 16.79807540881157 17.694221024799347 17.095733540997504 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 1.9496674236853078 17.3953464266231 42.7614175902593 0.007504709164909973 20.787985409407614 21.06318117020607 20.779229065942765 0.0 False False 0.3 0.7 1.5 0.02 8 3 11.986643599811941 4.17537458347007 2.0946989225085595 0.5984874838018435 1.9933053569673609 0.16557579398223865 -0.6169491563880527 False 0.05 Inputed -19.04185593378972 -19.225893400358167 """""" """""" """"""
-0.1778879857689033 0.25893659447658085 -6.972102058432367 18.798810584269418 5639.654409532373 144.775050877924 39 25 25 50.91715279966593 48 True True 2019mac 23.794613333333 28.524956694444 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 23.794613333333 28.524956694444 TNS 2019mac ZTF19abhjhes 2019mac SNIa 0.08 -0.025271588022540925 0.4005122243753938 0.06997795025857911 0.17242670551577532 0.4005122243753938 0.6623844754093327 12.609562172609355 12.609562172609355 38.30759062705658 38.30759062705658 58694.47537040012 58682.489340300206 18.32790463977208 18.32790463977208 18.398975738243273 1.5580877818969086 1.0415135348357696 0.5294782242020054 23.794479808723 28.52504540017775 0.000332909216286148 16.97393061479807 18.183080215992927 17.387643635449407 0.97 """""" """""" """""" """""" 0 False True all False False 0 1.0415135348357696 0.5294782242020054 23.794479808723 28.52504540017775 0.000332909216286148 16.97393061479807 18.183080215992927 17.387643635449407 0.97 False False 0.3 0.7 1.5 0.02 8 3 11.986030099913478 0.5294782242020054 1.0415135348357696 0.7954365805435195 0.5083738295206081 -0.14482442377915206 -1.0113321027938653 False 0.08 Inputed -19.390958283828105 -19.4620293822993 """""" """""" """"""
-0.1134613709036191 0.3502163674709116 -10.522569868648327 20.063899701403294 5862.566446748337 172.09912046605518 27 16 16 27.005138900130987 44 True True 2019oyg 4.7870541666666 4.982014 SNIa 0.157 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 4.7870541666666 4.982014 TNS 2019oyg ZTF19abrdliq 2019oyg SNIa 0.157 -0.05905406887880815 0.28152029855025873 0.018432851908084302 0.10087090351877137 0.28152029855025873 0.48482677215187664 11.685928163868855 11.685928163868855 15.319210736262132 15.319210736262132 58722.416261599865 58709.455000000075 19.772297657438294 19.772297657438294 19.795472032553494 0.6098533790146825 0.7903999954527278 0.859767939479826 4.78681857391301 4.982058178728391 0.004147867894511048 20.76367489272237 21.40181708903551 21.043544023926856 0.3949999999999999 """""" """""" """""" """""" 0 False True all False False 0 0.7903999954527278 0.859767939479826 4.78681857391301 4.982058178728391 0.004147867894511048 20.76367489272237 21.40181708903551 21.043544023926856 0.3949999999999999 False False 0.3 0.7 1.5 0.02 8 3 12.961261599790305 0.859767939479826 0.7903999954527278 0.358273065108655 1.087763087583731 1.6295194315972168 1.2480719913733616 False 0.157 Inputed -19.49167253749734 -19.51484691261254 """""" """""" """"""
-0.14391096255861405 0.38480490508632254 -9.173169750640797 19.311019140116365 6036.704910847657 182.49730992594937 40 27 27 27.998263800051063 46 True False 2020ywz 70.38955 -22.80869722222222 SNIa 0.114 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 70.38955 -22.80869722222222 TNS 2020ywz ZTF20acmbhgy 2020ywz SNIa 0.114 -0.10981782619075986 0.1958311910058228 -0.039976572913246855 0.03411997739636874 0.1958311910058228 0.3768824589328439 12.509362693261195 12.509362693261195 15.488901106789868 15.488901106789868 59158.44347220007 59143.397118099965 18.851965197017567 18.851965197017567 19.002593025603836 0.2951029089338747 1.0626675349471795 0.8724544209412186 70.38977281 -22.80856858 0.01801078972632808 22.062318802726267 24.58829470255375 22.921845506119727 0.575 """""" """""" """""" """""" 0 False True all False False 0 1.0626675349471795 0.8724544209412186 70.38977281 -22.80856858 0.01801078972632808 22.062318802726267 24.58829470255375 22.921845506119727 0.575 False False 0.3 0.7 1.5 0.02 8 3 15.046354100108147 0.8724544209412186 1.0626675349471795 1.666449196434023 0.8210041167622426 5.736329505536183 3.9192524805158904 False 0.114 Inputed -19.571877382578904 -19.722505211165174 """""" """""" """"""
-0.19496667363993486 0.18123408513047762 -7.809153140364181 19.27583766243384 5724.36575411293 201.015175215425 56 29 29 44.818807899951935 72 True True 2020uam 329.35341666666665 18.043155555555558 SNIa 0.094 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 329.35341666666665 18.043155555555558 TNS 2020uam ZTF20accovje 2020uam SNIa 0.094 -0.057034190906275484 0.22980500316267438 0.009117671764297341 0.07887936911555826 0.22980500316267438 0.39693478148618766 13.893527182736188 13.893527182736188 30.92528071721575 30.92528071721575 59125.24699069979 59112.30460650008 18.618270116850145 18.618270116850145 18.82747125940976 0.45620701921362516 0.8196754936941606 1.0040935523345718 329.35313667627247 18.04307237132155 0.006354467300269118 21.152571497380734 21.671291275348665 21.232948888044355 0.6642857142857144 """""" """""" """""" """""" 0 False True all False False 0 0.8196754936941606 1.0040935523345718 329.35313667627247 18.04307237132155 0.006354467300269118 21.152571497380734 21.671291275348665 21.232948888044355 0.6642857142857144 False False 0.3 0.7 1.5 0.02 8 3 12.942384199704975 1.0040935523345718 0.8196754936941606 0.43834238730430997 1.2249891085669344 3.0530211584985203 2.4054776286345962 False 0.094 Inputed -19.319182139978214 -19.528383282537828 """""" """""" """"""
-0.24604009590588316 0.6099129412029093 -17.72694598343182 10.678722404986924 7941.839770649507 274.8047779568127 35 15 15 25.94582170015201 200 True True 2021tyc 301.928625 13.440111111111111 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 301.928625 13.440111111111111 TNS 2021tyc ZTF21abkjvko 2021tyc CV 0.0 -0.3887401559438981 -0.2428039374871318 -0.35452986895781 -0.31883695904977394 -0.2428039374871318 -0.16023750038149842 -15.667543885944042 -15.667543885944042 41.61336558609605 41.61336558609605 59404.360057900194 59404.31024309993 11.643674732226595 11.643674732226595 12.308824335673142 114.42829558666362 5.590910911914509 13.761655788725953 301.931837709715 13.442313174981098 0.0018209123444100639 13.65684677822113 12.75188063990593 14.04583311864853 0.19285714285714287 """""" """""" """""" """""" 10 False True all False False 0 1.018991500254364 1.373951725537105 301.92833522 13.44036845 0.0034394936893469286 19.69607545232773 19.795875733947753 19.958345335960388 0.18 False False 0.3 0.7 1.5 0.02 8 3 0.04981480026617646 13.761655788725953 5.590910911914509 -1.2939524787425984 2.461433567005902 1.108205907679336 1.737008782975387 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.2575897761164069 0.18133217733907753 -5.531781232813082 18.410917520207366 6015.5524237991485 78.45955013320875 73 40 40 43.97879630001262 48 True True 2021mtq 217.06634999999997 -1.9821444444444445 SNIa 0.055 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 217.06634999999997 -1.9821444444444445 TNS 2021mtq ZTF21abbzcxe 2021mtq SNIa 0.055 -0.08005674555661457 0.77304501011929 0.09334950300713984 0.2915874573988475 0.77304501011929 1.3885462045959258 8.158512002922636 8.158512002922636 35.820284297089984 35.820284297089984 59363.2739467998 59356.21211809991 17.785991515871867 17.785991515871867 17.9471460088329 1.2304887902129171 2.4867645797552242 5.288759371316006 217.064925539748 -1.982507204964965 0.0006473123799000113 14.645352227681876 15.778390521848202 15.002621179418565 0.96 """""" """""" """""" """""" 0 False True all False False 0 2.4867645797552242 5.288759371316006 217.064925539748 -1.982507204964965 0.0006473123799000113 14.645352227681876 15.778390521848202 15.002621179418565 0.96 False False 0.3 0.7 1.5 0.02 8 3 7.061828699894249 5.288759371316006 2.4867645797552242 0.775769342429637 2.1267631903606197 -2.007600994023665 -2.944524829414334 False 0.055 Inputed -19.01689989785202 -19.178054390813053 """""" """""" """"""
-0.14784192571565802 0.26907966749224205 -10.358519110492457 18.006308312959092 6259.383855396912 94.64250263996863 29 20 20 56.001979200169444 34 True True 2020ipb 163.14712083333333 25.11812777777778 SNIa 0.064 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 163.14712083333333 25.11812777777778 TNS 2020ipb ZTF20aaxablt 2020ipb SNIa 0.064 -0.08105854745301855 0.5931069242066087 0.06088399291245139 0.21959359762762887 0.5931069242066087 1.0524353027534232 18.468150649945905 18.468150649945905 37.53382855022354 37.53382855022354 58985.19008099986 58965.24281249987 17.49324022048451 17.49324022048451 17.67079461190008 2.2643741462922304 1.9480006760501418 1.303952202602575 163.14672913133302 25.118201339387852 0.002582260996046193 17.966034788411854 18.68501251791239 18.18973440048456 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.9480006760501418 1.303952202602575 163.14672913133302 25.118201339387852 0.002582260996046193 17.966034788411854 18.68501251791239 18.18973440048456 1.0 False False 0.3 0.7 1.5 0.02 8 3 19.947268499992788 1.303952202602575 1.9480006760501418 0.49527811742783 0.669379748495021 1.1917722974278817 0.5189397885844791 False 0.064 Inputed -19.626837271776488 -19.80439166319206 """""" """""" """"""
-0.1689450400291784 0.21972165356637777 -11.45364576782388 18.182187519936424 5232.427686899253 151.0182179510469 32 21 21 73.77687499998137 53 True True 2019avp 200.33099999999 52.778569 SNIa 0.058 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 200.33099999999 52.778569 TNS 2019avp ZTF19aailqli 2019avp SNIa 0.058 0.11883024528719233 0.5693951963726285 0.22038023869061973 0.3290732589896628 0.5693951963726285 0.843043643797877 13.446364347131997 13.446364347131997 60.33051065284938 60.33051065284938 58538.41761570005 58522.48734949995 17.59413819982972 17.59413819982972 17.74782547473536 3.093659247436435 1.6339154785314731 2.4395190868380157 200.33058111601548 52.7791974905006 0.003980682463424423 18.556095729464293 18.939526007160545 18.79866999279499 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.6339154785314731 2.4395190868380157 200.33058111601548 52.7791974905006 0.003980682463424423 18.556095729464293 18.939526007160545 18.79866999279499 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.93026620009914 2.4395190868380157 1.6339154785314731 0.1408560143655535 1.4930509679916866 1.3453878073308232 1.0508445180596304 False 0.058 Inputed -19.33305808423231 -19.48674535913795 """""" """""" """"""
-0.028485819581510974 0.40942588964423077 -28.301773882511924 18.75198864001921 5912.275825336394 182.90699014328877 58 46 46 73.94249999988824 57 True True 2020umy 119.90289166666666 28.863255555555558 SNII 0.0456 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 119.90289166666666 28.863255555555558 TNS 2020umy ZTF20acgchsp 2020umy SNII 0.0456 0.0561680391230297 0.4036401220307475 0.1358308711327325 0.22016268158039054 0.4036401220307475 0.6083053718575506 5.033408353575439 5.033408353575439 68.9090916463128 68.9090916463128 59124.5092823999 59122.52300930023 18.39478904653969 18.39478904653969 18.528781019449934 1.424568441418419 4.186453022259629 2.4882499214451554 119.903328457545 28.86383123078795 0.0024767287164858542 15.92572553653121 16.40140406090498 16.11168137248993 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.186453022259629 2.4882499214451554 119.903328457545 28.86383123078795 0.0024767287164858542 15.92572553653121 16.40140406090498 16.11168137248993 1.0 False False 0.3 0.7 1.5 0.02 8 3 1.986273099668324 2.4882499214451554 4.186453022259629 0.28972268841505056 0.5943575404321934 -1.9933849856347088 -2.417099646960004 False 0.0456 Inputed -18.023466847422164 -18.15745882033241 """""" """""" """"""
-0.026473048454676542 0.34082193693771173 -16.89620763232255 20.097293755726085 5968.248972923625 237.999604703116 31 21 21 67.92509259982035 35 True True 2019sgg 15.299042 14.0265 SLSN-I 0.5726 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 15.299042 14.0265 TNS 2019sgg ZTF19abuyuwa 2019sgg SLSN-I 0.5726 -0.0693675951797772 0.16648321899126728 -0.014300604499403846 0.04330674932141321 0.16648321899126728 0.3008645065136264 66.7453334947709 66.7453334947709 1.179759105049449 1.179759105049449 58766.400034700055 58723.418530100025 19.71510247632947 19.71510247632947 19.80237163249115 0.27097617609786673 0.42916908605979465 41.9775802264024 15.31102138286855 14.02744382450955 0.6549719517440196 19.770781587188246 21.40213162270546 20.185131057813166 0.695 """""" """""" """""" """""" 14 False True all False False 0 0.8617429699247391 12.222504444310461 15.3009626521861 14.0293381004024 0.9995363840103253 25.593543600114582 19.601126063346864 20.57926906208992 0.5428571428571428 False False 0.3 0.7 1.5 0.02 8 3 42.98150460002944 0.0 0.0 0.0 0.0 3.9248975236705306 3.4676283675088513 True 0.5726 Inputed -22.386490424714424 -22.473759580876102 """""" """""" """"""
-0.29328173789974205 0.20161549762810765 -7.259481758732113 17.64140160647967 4310.486539614863 319.0913416170619 94 70 70 73.78104159981012 70 True True 2020lao 256.72749999999996 30.2715 SNIc-BL 0.031162 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 256.72749999999996 30.2715 TNS 2020lao ZTF20abbplei 2020lao SNIc-BL 0.031162 0.34321591045606326 0.5717577071621598 0.3977063392764215 0.4539316084055436 0.5717577071621598 0.6970492941840867 9.070830348300982 9.070830348300982 64.71021125150914 64.71021125150914 59005.283194399904 58994.41313660005 16.85548910626759 17.160652124199338 16.85548910626759 13.498607601291598 4.299851948440757 6.372004120371971 256.727973054397 30.2697777960029 0.0005136219230197359 13.319127058447599 14.280370050878524 13.63659587634325 0.9149999999999998 """""" """""" """""" """""" 1 False True all False False 0 0.7 3.7883406091387366 256.726355742812 30.2711383904548 0.3008110094111275 24.499294084043502 26.55355531545639 22.827665145730972 0.95 False False 0.3 0.7 1.5 0.02 8 3 10.870057799853384 6.372004120371971 4.299851948440757 0.6437741745352739 1.4819124464698445 -2.8802820733208137 -3.2188932299243405 False 0.031162 Inputed -18.862452909091513 -18.557289891159765 """""" """""" """"""
-0.1907694762672969 0.18234775321614738 -8.165477068621206 18.932120860173196 5877.867382104522 81.66125674431754 39 26 26 53.992997700348496 34 True True 2019moh 20.988417083333 1.036389 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 20.988417083333 1.036389 TNS 2019moh ZTF19abjozed 2019moh SNIa 0.08 -0.011291381737201789 0.8438271579056611 0.16441567152302383 0.36390022729355564 0.8438271579056611 1.4507259666377799 13.748176773698415 13.748176773698415 40.24482092665008 40.24482092665008 58706.419421299826 58693.426689799875 18.3117511904089 18.3117511904089 18.45728517146371 1.585222220173581 1.4734264530387455 5.144160406508075 20.988588836761153 1.034970422828555 0.002888670509404112 17.14856310550809 17.799326907867194 17.45045686035514 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.4734264530387455 5.144160406508075 20.988588836761153 1.034970422828555 0.002888670509404112 17.14856310550809 17.799326907867194 17.45045686035514 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.992731499951333 5.144160406508075 1.4734264530387455 0.3488700475120545 3.4912909266010055 -0.5124242825417049 -1.0068283111085705 False 0.08 Inputed -19.33264885060767 -19.47818283166248 """""" """""" """"""
-0.0293333479274146 0.5373727212465083 -23.627714542519747 18.808260422033552 5104.577565813725 240.8742051264514 97 47 47 69.86225700005889 53 True True 2021cwe 236.37999999999997 30.16198888888889 SNIIP 0.031681 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 236.37999999999997 30.16198888888889 TNS 2021cwe ZTF21aakvroo 2021cwe SNIIP 0.031681 0.1901680185196959 0.4715783305276169 0.25614410708632107 0.3249758484394043 0.4715783305276169 0.630754451905478 39.506173747476836 39.506173747476836 30.35608325258205 30.35608325258205 59300.44810190005 59258.486817100085 18.700569275986844 18.71908294452404 18.700569275986844 1.2084957738353135 4.072794189885761 4.8722486711793636 236.3803048409285 30.1606613991332 0.003523094225330814 16.171504220572707 17.175557472651004 16.442770311374666 0.99 """""" """""" """""" """""" 1 False True all False False 0 0.7 1.5280233061127533 236.38037765 30.1617177 0.010679419461891326 21.640934133839608 17.70231981818676 19.515195313727855 1.0 False False 0.3 0.7 1.5 0.02 8 3 41.96128479996696 4.8722486711793636 4.072794189885761 0.7327871612763381 1.1962914019271929 -1.5435254718730356 -2.257798964612178 False 0.031681 Inputed -17.05351875672701 -17.035005088189813 """""" """""" """"""
-0.03843432242095851 0.37484244687746404 -0.048786431914700945 18.718858307288084 5861.144153647202 232.26144942134624 8 6 6 65.45596059970558 49 True True 2018iis 269.54316666666 42.111730694444 SNII 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 269.54316666666 42.111730694444 TNS 2018iis ZTF18accfjmp 2018iis SNII 0.04 -0.13493995916144286 0.09403926648588268 -0.08162535922945935 -0.025750241541601326 0.09403926648588268 0.22516358441680495 31.51607147912114 31.51607147912114 33.93988912058444 33.93988912058444 58433.13244209997 58427.09813660011 18.57293162246583 18.57293162246583 18.72598358032184 2.3538257390130193 1.2017187943700507 0.7395122509557664 269.54343063373994 42.1117927556599 0.0016650887500649914 18.68008773589611 18.849502943997383 18.657938096734284 0.9 """""" """""" """""" """""" 0 False True all False False 0 1.2017187943700507 0.7395122509557664 269.54343063373994 42.1117927556599 0.0016650887500649914 18.68008773589611 18.849502943997383 18.657938096734284 0.9 False False 0.3 0.7 1.5 0.02 8 3 6.034305499866605 0.7395122509557664 1.2017187943700507 0.19156484726309841 0.6153787844713071 0.2765713215315522 -0.06804548358755724 False 0.04 Inputed -17.538821307159576 -17.691873265015587 """""" """""" """"""
-0.17127461851088166 0.25367050859772744 -5.618198778416942 18.094709034314267 5576.167712424405 73.07827652058882 43 21 21 43.00581020023674 62 True True 2020zl 10.130204166666665 37.66806666666666 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 10.130204166666665 37.66806666666666 TNS 2020zl ZTF20aafdglk 2020zl SNIa 0.04 0.02909047931531461 1.0438184136386823 0.2331771930339528 0.46797777078097624 1.0438184136386823 1.7899099218129777 14.438095713929627 14.438095713929627 28.56771448630711 28.56771448630711 58874.16028939979 58862.11288189981 17.702046158868367 17.702046158868367 17.770836610870226 2.0412544433681368 0.7 2.104929690585677 10.13092171 37.6682055 0.47358608570366445 26.501028407621384 22.829797339868545 24.1603680706501 0.65 """""" """""" """""" """""" 0 False True all False False 0 0.7 2.104929690585677 10.13092171 37.6682055 0.47358608570366445 26.501028407621384 22.829797339868545 24.1603680706501 0.65 False False 0.3 0.7 1.5 0.02 8 3 12.047407499980181 0.0 0.0 0.0 0.0 5.937953841131634 5.499163389129773 True 0.04 Inputed -18.49396827661119 -18.56275872861305 """""" """""" """"""
-0.18460280265912205 0.20029270201967475 -8.47005671259689 18.399543928881407 6206.767032245547 96.5809305119276 57 38 38 63.84619210008532 46 True True 2020yyg 28.524524999999997 7.149655555555556 SNIa 0.073 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 28.524524999999997 7.149655555555556 TNS 2020yyg ZTF20acowddo 2020yyg SNIa 0.073 -0.0978155390505222 0.5508633281028494 0.03914427091010708 0.19201292445217888 0.5508633281028494 0.9907143333835258 14.143853066550149 14.143853066550149 49.70233903353517 49.70233903353517 59168.21172450017 59154.30827549985 17.774201817625546 17.774201817625546 17.934563199391732 1.5867373793123327 3.6809545075254495 1.525634966828087 28.52479145603315 7.1499867607611645 0.0025073755992350844 16.33667143219471 17.01884397791863 16.60334930691004 0.9899999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.6809545075254495 1.525634966828087 28.52479145603315 7.1499867607611645 0.0025073755992350844 16.33667143219471 17.01884397791863 16.60334930691004 0.9899999999999999 False False 0.3 0.7 1.5 0.02 8 3 13.903449000325054 1.525634966828087 3.6809545075254495 0.41549467100858806 0.41446721596505337 -0.7553578397069174 -1.331213892481692 False 0.073 Inputed -19.653182127103687 -19.813543508869873 """""" """""" """"""
-0.1218893345167569 0.4413120918890916 -4.409106274003047 18.63584809949504 6399.66039517195 209.0579382635026 20 19 19 38.890370399691164 37 True False 2018ikm 35.156885833333 25.604498805555 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 35.156885833333 25.604498805555 TNS 2018ikm ZTF18acclexy 2018ikm SNIa 0.08 -0.2130410510611469 0.0260464423535538 -0.15789631797688486 -0.09974669682065596 0.0260464423535538 0.16532115338315378 11.179458276719823 11.179458276719823 27.710912122971344 27.710912122971344 58434.26569439983 58425.388159700204 18.254729416195328 18.254729416195328 18.44006734731902 0.845295636362132 1.2979627408466246 0.3226012882656663 35.15697496 25.60445918 0.0004031812491811504 16.70887093548775 17.832931258153916 17.069679234719278 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.2979627408466246 0.3226012882656663 35.15697496 25.60445918 0.0004031812491811504 16.70887093548775 17.832931258153916 17.069679234719278 0.99 False False 0.3 0.7 1.5 0.02 8 3 8.877534699626267 0.3226012882656663 1.2979627408466246 0.7632520234346387 0.24854433653098745 -0.42179815804141185 -1.3703881125997412 False 0.08 Inputed -19.34986667475236 -19.53520460587605 """""" """""" """"""
-0.14255985703723434 0.26836506430395524 -7.266091238327396 16.82946930134012 6045.9206096633325 74.45701973070506 59 45 45 46.77341439994052 88 True False 2020xr 97.09241666666665 21.646669444444445 SNIa 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 97.09241666666665 21.646669444444445 TNS 2020xr ZTF20aafgbrf 2020xr SNIa 0.03 -0.05173204275328658 0.8811175157522584 0.13603286850413454 0.3519938890800134 0.8811175157522584 1.5651671817137398 15.773563777446425 15.773563777446425 30.999850622494094 30.999850622494094 58876.16575230006 58862.353148099966 16.34121119145216 16.34121119145216 16.473553142156373 3.3597500122206796 3.00661011058808 5.495927944660394 97.09177828 21.64526283 0.0015230020233730768 15.468722231388092 20.233193821144106 19.807946950149535 1.0 """""" """""" """""" """""" 1 False True all False False 0 5.496443898147218 3.6312202638810067 97.0913328 21.64661937 0.001691662934873217 14.682003942584991 15.31631053009033 15.374419942474365 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.812604200094938 5.495927944660394 3.00661011058808 0.42524687099457026 1.82794833467297 3.8919826296919453 3.3343938079931625 False 0.03 Inputed -19.161244311468955 -19.293586262173168 """""" """""" """"""
-0.1584921627114562 0.40915206476480087 -5.432484762016463 17.07879738062813 6040.410934880824 92.84493274776415 50 31 31 38.96589120011777 120 True True 2021mxs 193.8591333333333 52.26538055555555 SNIa 0.03441 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 193.8591333333333 52.26538055555555 TNS 2021mxs ZTF21abceehu 2021mxs SNIa 0.03441 -0.1003372487471772 0.5791561309899009 0.04214790162043158 0.20187725454728422 0.5791561309899009 1.0451163029160995 12.136230953222473 12.136230953222473 26.829660246895294 26.829660246895294 59370.227638899814 59358.29748839978 16.68994876266357 16.68994876266357 16.88881830158383 8.902015682096694 5.791639846629155 14.980262877861467 193.8535247210255 52.2677330075761 0.0015040138503342737 13.232034986570477 14.266363312368393 14.275237986688017 0.91875 """""" """""" """""" """""" 21 False True all False False 0 12.012019948185946 3.909982870732254 193.8578838235115 52.2661518282132 0.1715444684599221 18.92586365996003 19.48600864288092 19.462915083923935 0.7166666666666667 False False 0.3 0.7 1.5 0.02 8 3 11.93015050003305 14.980262877861467 5.791639846629155 -0.008874674319624631 2.586532186834833 -2.4235854502951764 -2.6135803148958114 False 0.03441 Inputed -19.046155801448958 -19.245025340369217 """""" """""" """"""
-0.1073285495797341 0.45577445796687266 -14.117388348256904 19.627141948196407 5613.116981478532 160.58027632344607 98 53 53 39.971504600252956 55 True False 2019ota 255.68500041666 55.988054 SNIa 0.138 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 255.68500041666 55.988054 TNS 2019ota ZTF19abqsmns 2019ota SNIa 0.138 0.03525042149723134 0.43134432162636926 0.12494006948040237 0.22065367613672748 0.43134432162636926 0.6698610253566564 14.309976613504482 14.309976613504482 25.661527986748474 25.661527986748474 58735.28624999989 58714.17993059987 19.341548092971788 19.341548092971788 19.365157438632057 0.3731742828902377 0.9445729683605741 0.22105768102454765 255.68501835 55.98811458 0.008413831631649216 21.551423742830753 21.855730856609345 21.607657077813148 0.875 """""" """""" """""" """""" 0 False True all False False 0 0.9445729683605741 0.22105768102454765 255.68501835 55.98811458 0.008413831631649216 21.551423742830753 21.855730856609345 21.607657077813148 0.875 False False 0.3 0.7 1.5 0.02 8 3 21.10631940001622 0.22105768102454765 0.9445729683605741 0.24807377879619708 0.23402922635846884 2.5141827636375567 2.2424996391810907 False 0.138 Inputed -19.634309278914703 -19.65791862457497 """""" """""" """"""
-0.16604495870052993 0.15793513937121928 -14.600730453905456 19.367758634303808 5518.165414122523 138.40369183981562 12 12 12 62.98137730034068 54 True False 2020pqr 19.226141666666663 -15.519669444444446 SNIa 0.107 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 19.226141666666663 -15.519669444444446 TNS 2020pqr ZTF20abmsqaa 2020pqr SNIa 0.107 0.08441341380932599 0.5705994744039771 0.19288787041898559 0.3097540756858912 0.5705994744039771 0.871150875185819 12.556111869622718 12.556111869622718 50.425265430717964 50.425265430717964 59064.46174769988 59048.41979169985 18.798620568241173 18.798620568241173 18.82244939388347 3.148442211125316 2.664002110750298 2.2862647993157945 19.22559857 -15.52002928 0.0030405828064687945 17.27475537663102 17.661372028160095 17.35444869521856 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.664002110750298 2.2862647993157945 19.22559857 -15.52002928 0.0030405828064687945 17.27475537663102 17.661372028160095 17.35444869521856 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.04195600003004 2.2862647993157945 2.664002110750298 0.3069233329415333 0.8582068272730774 -1.1372485400810781 -1.468000698664909 False 0.107 Inputed -19.611341593546 -19.6351704191883 """""" """""" """"""
-0.18136910909499554 0.2363276503975471 -8.669924821470357 18.350139338704366 5703.176495850337 149.72661844308976 45 28 28 46.87450229981914 221 True False 2021obh 273.8839333333333 6.724455555555556 SNIa 0.059 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 273.8839333333333 6.724455555555556 TNS 2021obh ZTF21abdhetx 2021obh SNIa 0.059 -0.027201544515513376 0.3818759940649237 0.06464262937135246 0.16319821761419462 0.3818759940649237 0.63188374957031 12.262256240033313 12.262256240033313 34.612246059785825 34.612246059785825 59377.357511600014 59364.378923600074 17.859553233110184 17.859553233110184 17.997484339689244 0.835002478448682 1.5533788887975786 3.7820601729523737 273.8845056 6.72533913 0.005952362338849215 18.606521100330355 19.22008562259674 18.883676292991638 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.5533788887975786 3.7820601729523737 273.8845056 6.72533913 0.005952362338849215 18.606521100330355 19.22008562259674 18.883676292991638 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.978587999939919 3.7820601729523737 1.5533788887975786 0.33640932960510384 2.4347312817415374 1.3605323894865577 0.8861919533023936 False 0.059 Inputed -19.121020505423818 -19.25895161200288 """""" """""" """"""
-0.13816824469598565 0.14325368336175073 -7.2829731380283285 18.67997443878838 4485.526377665197 101.51060272531119 36 28 28 50.8714004997164 53 True True 2021vla 32.408125 -2.7856 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 32.408125 -2.7856 TNS 2021vla ZTF18abrebsb 2021vla SNIa 0.05 0.3590182975643543 1.1894656279559364 0.5378316677558601 0.734841095415657 1.1894656279559364 1.7364754876573798 15.812479335342772 15.812479335342772 35.05892116437363 35.05892116437363 59444.46960650012 59435.43771990016 18.242100137670995 18.36134170240821 18.242100137670995 3.0694786352436134 1.9379361494291814 0.22417298312468756 32.4081776245536 -2.78556661161983 0.000564380108357021 16.112377945085765 17.160880753307342 16.48174601876974 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.9379361494291814 0.22417298312468756 32.4081776245536 -2.78556661161983 0.000564380108357021 16.112377945085765 17.160880753307342 16.48174601876974 0.99 False False 0.3 0.7 1.5 0.02 8 3 9.031886599957943 0.22417298312468756 1.9379361494291814 0.6791347345376018 0.11567614505293049 -1.2004609491008686 -1.7603541189012546 False 0.05 Inputed -18.51243849350428 -18.393196928767065 """""" """""" """"""
-0.15250859135487796 0.3289025630027646 -7.680543578144411 18.106592779183096 5251.729171172258 189.27690588109346 28 11 11 33.009965300094336 43 True True 2020xe 1.3810833333333332 25.947630555555556 SNIa 0.064 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 1.3810833333333332 25.947630555555556 TNS 2020xe ZTF20aafdeza 2020xe SNIa 0.064 0.06229538366375209 0.39825899670347553 0.13955171743461392 0.22117632417983657 0.39825899670347553 0.595080151719575 12.608793935639461 12.608793935639461 20.401171364454875 20.401171364454875 58875.10900459997 58862.111018499825 17.835979414354465 17.853378263969926 17.835979414354465 0.9267058494997049 1.7226663202318107 5.206703339893058 1.379551437181515 25.9471896868422 0.0007363458280569279 15.212057096846102 16.332714427388908 15.601124697731734 0.975 """""" """""" """""" """""" 1 False True all False False 0 0.7 4.535580084742753 1.38187519413896 25.9465911782198 0.2226622321748717 23.612073137862684 24.49977091742754 24.146469979770185 0.05 False False 0.3 0.7 1.5 0.02 8 3 12.99798610014841 5.206703339893058 1.7226663202318107 0.7315897296571734 3.0224677169008665 -1.5206638365810186 -2.2348547166227313 False 0.064 Inputed -19.461652469322104 -19.444253619706643 """""" """""" """"""
-0.13861429094776145 0.2703639036419412 -4.28773819238844 18.95403500658038 5202.060138121999 196.97764407464604 59 49 49 53.908634200226516 60 True True 2020uog 319.2613583333333 -9.042625 SNIa 0.075 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 319.2613583333333 -9.042625 TNS 2020uog ZTF20accodxy 2020uog SNIa 0.075 0.04912379586806992 0.36748881847503156 0.1225574935610716 0.19998948448397158 0.36748881847503156 0.5529678102433913 14.210816226007204 14.210816226007204 39.69781797421931 39.69781797421931 59123.272187499795 59114.20979169989 18.315762079504683 18.48028867352824 18.315762079504683 0.8273361176628794 1.1370202388790673 0.4649428259810025 319.2613704085095 -9.042753599056194 0.0034021077757196982 19.832381319818495 20.590357875013353 20.09115741602421 0.9944444444444444 """""" """""" """""" """""" 0 False True all False False 0 1.1370202388790673 0.4649428259810025 319.2613704085095 -9.042753599056194 0.0034021077757196982 19.832381319818495 20.590357875013353 20.09115741602421 0.9944444444444444 False False 0.3 0.7 1.5 0.02 8 3 9.062395799905062 0.4649428259810025 1.1370202388790673 0.49920045898914367 0.4089134125170603 2.110069201485114 1.7753953365195265 False 0.075 Inputed -19.33163934384878 -19.167112749825225 """""" """""" """"""
-0.19814946095092256 0.13478936957153628 -9.441126827565995 17.87137072477236 5093.754385584229 132.7705766986348 68 48 48 74.94023150019348 51 True False 2021tvm 11.07412083333333 49.003933333333336 SNIa 0.037 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 11.07412083333333 49.003933333333336 TNS 2021tvm ZTF21abmwwsq 2021tvm SNIa 0.037 0.151989935552578 0.6860159096832632 0.27072543762448475 0.3989263494363797 0.6860159096832632 1.0182690798856484 13.735822406581127 13.735822406581127 61.20440909361235 61.20440909361235 59428.473564799875 59415.41040509986 17.27332357252583 17.378249863418056 17.27332357252583 3.1118330272106887 1.7517939325046181 1.248528468636082 11.07364636 49.00378037 0.0017547883920427942 17.718907859802247 18.53903432035446 18.031869733428955 0.97 """""" """""" """""" """""" 0 False True all False False 0 1.7517939325046181 1.248528468636082 11.07364636 49.00378037 0.0017547883920427942 17.718907859802247 18.53903432035446 18.031869733428955 0.97 False False 0.3 0.7 1.5 0.02 8 3 13.063159700017422 1.248528468636082 1.7517939325046181 0.507164586925505 0.7127142328042003 1.1607844569364048 0.7585461609031263 False 0.037 Inputed -18.820609626725286 -18.71568333583306 """""" """""" """"""
-0.17132971135555577 0.3097932341908807 -5.4289289201529485 18.09308399250405 5204.874365816441 151.5550808137673 26 16 16 50.028703700285405 37 True True 2019aze 181.44783541666 37.828604194444 SNIa 0.043963 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 181.44783541666 37.828604194444 TNS 2019aze ZTF19aakljys 2019aze SNIa 0.043963 0.06828836199743193 0.5015114974069625 0.16587403008032453 0.270364833663276 0.5015114974069625 0.7648406380910053 5.4742225235255635 5.4742225235255635 44.55448117675984 44.55448117675984 58538.35307870014 58534.28966439981 17.761903136081614 17.798482155235035 17.761903136081614 2.087265916172457 3.448005812430302 0.582943467229856 181.448036170437 37.828571361573296 0.0016770650393923558 16.02486584087789 16.578264495403765 16.233618848608735 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.448005812430302 0.582943467229856 181.448036170437 37.828571361573296 0.0016770650393923558 16.02486584087789 16.578264495403765 16.233618848608735 1.0 False False 0.3 0.7 1.5 0.02 8 3 4.063414300326258 0.582943467229856 3.448005812430302 0.34464564679502985 0.1690668458644426 -1.2202176598312704 -1.5282842874728786 False 0.043963 Inputed -18.71010810849848 -18.67352908934506 """""" """""" """"""
-0.1645375399643047 0.13657479874269135 -13.163539372517356 18.410523751005975 5246.747481663811 92.78346518856563 31 17 17 58.93655089987442 69 True True 2019ovi 266.33391708333 44.408868999999 SNIa 0.048 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 266.33391708333 44.408868999999 TNS 2019ovi ZTF19absfopz 2019ovi SNIa 0.048 0.21575548664517186 1.0669862252062998 0.39594904028961864 0.5966580589103962 1.0669862252062998 1.6435707211267285 16.025890694640452 16.025890694640452 42.91066020523397 42.91066020523397 58740.26533559989 58723.175775500014 17.912243429615394 17.981917823365265 17.912243429615394 1.23528215488475 2.98672081903894 2.1604210089559994 266.3345081174795 44.408442532402546 0.0012337797142037976 15.846206339712143 16.885694143037796 16.214086206092837 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.98672081903894 2.1604210089559994 266.3345081174795 44.408442532402546 0.0012337797142037976 15.846206339712143 16.885694143037796 16.214086206092837 1.0 False False 0.3 0.7 1.5 0.02 8 3 17.089560099877417 2.1604210089559994 2.98672081903894 0.6716079369449588 0.7233421333471586 -1.0962236803274692 -1.698157223522557 False 0.048 Inputed -18.752624915403512 -18.68295052165364 """""" """""" """"""
-0.18937571419956334 0.18963564808335862 -4.544549063363516 17.65493584353122 5432.453417904 77.73979634147263 97 81 81 49.88891200022772 38 True True 2020zz 128.665925 38.36275833333333 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 128.665925 38.36275833333333 TNS 2020zz ZTF20aafjjqj 2020zz SNIa 0.04 0.03979930720234037 0.9844112520298722 0.23235328723418291 0.4520345941848163 0.9844112520298722 1.6641223286952638 14.191839133536977 14.191839133536977 35.69707286669074 35.69707286669074 58872.287245399784 58862.33049769979 17.027105715392086 17.244794084506285 17.027105715392086 2.87097073880586 3.283253331633155 1.4609311955336342 128.6662151309995 38.362422278497945 0.0004812263701092778 14.45570652002096 15.08877762752056 14.65364447125435 0.99 """""" """""" """""" """""" 0 False True all False False 0 3.283253331633155 1.4609311955336342 128.6662151309995 38.362422278497945 0.0004812263701092778 14.45570652002096 15.08877762752056 14.65364447125435 0.99 False False 0.3 0.7 1.5 0.02 8 3 9.956747699994594 1.4609311955336342 3.283253331633155 0.4351331562662111 0.4449645056194729 -2.156016456985725 -2.3734612441377365 False 0.04 Inputed -19.237699172089332 -19.020010802975133 """""" """""" """"""
-0.2059988553241823 0.16114758359871392 -8.894358692445287 18.13008429264773 5471.545617968137 118.80923202700183 22 16 16 61.94253469957039 35 True True 2019dfx 191.81863249999 -9.687113416666 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 191.81863249999 -9.687113416666 TNS 2019dfx ZTF19aapuohr 2019dfx SNIa 0.04 0.05277366607146661 0.6206573504973427 0.17702877317704946 0.312583959848137 0.6206573504973427 0.983729415324575 14.90216277523642 14.90216277523642 47.04037192433397 47.04037192433397 58596.22973380005 58581.29459490022 17.62488917192988 17.62488917192988 17.71529470038989 2.5342557517414357 3.319408074848496 3.6591243264397217 191.817747984018 -9.687635816174094 0.0043627945417230585 17.045166007325648 17.781236028306484 17.279597340328692 0.945 """""" """""" """""" """""" 0 False True all False False 0 3.319408074848496 3.6591243264397217 191.817747984018 -9.687635816174094 0.0043627945417230585 17.045166007325648 17.781236028306484 17.279597340328692 0.945 False False 0.3 0.7 1.5 0.02 8 3 14.935138899832964 3.6591243264397217 3.319408074848496 0.5016386879777919 1.1023424188683795 0.1563468563766044 -0.43569736006119797 False 0.04 Inputed -18.549510187091528 -18.63991571555154 """""" """""" """"""
-0.3168426126796242 0.1654584535526569 -9.422173989106689 17.4657147604208 4626.502683140591 300.3959341512621 28 23 23 71.84607640001923 57 True False 2019cnu 268.95865458333 62.612699805555 SNIa 0.027089 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 268.95865458333 62.612699805555 TNS 2019cnu ZTF19aanxgrz 2019cnu SNIa 0.027089 0.24014774878831346 0.46920039807647385 0.2945584905777032 0.35083841912819125 0.46920039807647385 0.595637584155142 7.188288538394844 7.188288538394844 64.65778786162439 64.65778786162439 58584.409548600204 58573.47709489986 16.985433012825567 17.072826721338494 16.985433012825567 7.251681724135105 3.6996345990746313 10.157046414055829 268.95252395 62.61261456 0.0007442106537288717 13.384892491269111 18.26267844593525 23.27 1.0 """""" """""" """""" """""" 1 False True all False False 0 8.008000960927722 5.822597277346664 268.96143108 62.61369216 0.001141037964540792 13.145784128332139 14.917396529173852 13.927272036528587 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.932453700341284 10.157046414055829 3.6996345990746313 -5.007321554064749 2.7454188088186746 1.1898517245967568 6.284566987174433 False 0.027089 Inputed -18.426151390211807 -18.33875768169888 """""" """""" """"""
-0.14390319671443833 0.35142619414019444 -4.529158775087691 19.15771815045241 5528.530194493372 181.26910482059753 47 30 30 37.05612269975245 44 True True 2019mby 232.9514975 55.429597194444 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 232.9514975 55.429597194444 TNS 2019mby ZTF19abhzdjp 2019mby SNIa 0.1 -0.029610850798359678 0.2993466249374208 0.04563277239558161 0.1254076652253886 0.2993466249374208 0.4938758347941068 11.73098499597135 11.73098499597135 25.325137703781103 25.325137703781103 58697.19901619991 58688.2059491002 18.841489815915686 18.841489815915686 18.884869771629337 0.41127641347713706 1.4998057273469245 0.6887781845765897 232.951181931695 55.42966460329835 0.004125106258105249 19.343838308233025 20.065156463657022 19.678081370469332 0.95 """""" """""" """""" """""" 0 False True all False False 0 1.4998057273469245 0.6887781845765897 232.951181931695 55.42966460329835 0.004125106258105249 19.343838308233025 20.065156463657022 19.678081370469332 0.95 False False 0.3 0.7 1.5 0.02 8 3 8.993067099712789 0.6887781845765897 1.4998057273469245 0.38707509318768984 0.4592449355390856 1.2236666477413358 0.7932115988399957 False 0.1 Inputed -19.39887232684159 -19.44225228255524 """""" """""" """"""
-0.1305298711409439 0.34102490305412925 -37.882472806136185 13.820298001694898 8883.369214082259 461.54897922765036 12 11 11 47.99638889962807 70 True False 2019clj 250.72454208333 -5.285831 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 250.72454208333 -5.285831 TNS 2019clj ZTF19aanpgdu 2019clj CV 0.0 -0.47097968422288794 -0.3958865157686713 -0.45292725210953044 -0.434401012380631 -0.3958865157686713 -0.35535429048588085 -29.640682896459012 -29.640682896459012 77.63707179608708 77.63707179608708 58569.41959490022 58569.41959490022 13.658677683129016 13.658677683129016 14.559877772353548 111.40193652256795 1.0025537655026018 11.15212536303563 250.72681548 -5.2837163 0.06563475301571842 19.596483253097535 20.971621618652343 20.042238285827636 0.36 """""" """""" """""" """""" 3 False True all False False 0 0.8447130177534131 7.630691818430842 250.72639301 -5.2847841 0.032299658317095914 19.618112720489503 20.28609238834381 19.84353371219635 0.02 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.0 0.0 0.0 0.0 9.981322316870985 8.710122227646451 True 0.0 Inputed """""" """""" """""" """""" """"""
-0.052337175629993446 0.25167732019054445 -15.717043078182261 19.245164007519662 3584.732572486653 232.55422919809632 34 15 15 73.85920140007511 49 True True 2020edk 222.61041958333 16.743764805555 SNII 0.0369 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 222.61041958333 16.743764805555 TNS 2020edk ZTF20aaswbty 2020edk SNII 0.0369 0.783583646045841 1.18432547240295 0.8777069639712423 0.9757777579494302 1.18432547240295 1.4104130846109584 35.66961479113864 35.66961479113864 38.189586608936466 38.189586608936466 58936.456967600156 58911.43030089978 18.909031942922716 19.71437760643469 18.909031942922716 1.1701472688880288 7.42651235225252 5.770509894811749 222.61113266335752 16.745215003358147 0.0016888011329413422 13.838919729323386 14.935340532207489 14.216063717343808 0.99 """""" """""" """""" """""" 0 False True all False False 0 7.42651235225252 5.770509894811749 222.61113266335752 16.745215003358147 0.0016888011329413422 13.838919729323386 14.935340532207489 14.216063717343808 0.99 False False 0.3 0.7 1.5 0.02 8 3 25.026666700374335 5.770509894811749 7.42651235225252 0.7192768148636812 0.777014784478411 -4.779037074227203 -4.692968225578909 False 0.0369 Inputed -17.178971585983927 -16.373625922471952 """""" """""" """"""
-0.12660785758758059 0.4722232070787408 -5.21805059487218 18.496986897402934 6108.330288660041 107.16996895252616 14 10 10 36.87278940016404 52 True False 2021vcy 325.23757916666665 -22.104983333333333 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 325.23757916666665 -22.104983333333333 TNS 2021vcy ZTF21abrapmf 2021vcy SNIa 0.07 -0.12623438767897355 0.4320097458223735 -0.006515196985677818 0.1257923507184202 0.4320097458223735 0.8007886040612959 12.663901888374856 12.663901888374856 24.208887511789182 24.208887511789182 59442.292974499986 59430.33722219989 18.13627354207304 18.13627354207304 18.561119707369233 1.7641148187158138 2.4112982147891637 3.3106674321961 325.23790374 -22.10411426 0.0006160928627163553 15.14880514471531 16.366484748768805 15.565417651677132 0.95 """""" """""" """""" """""" 0 False True all False False 0 2.4112982147891637 3.3106674321961 325.23790374 -22.10411426 0.0006160928627163553 15.14880514471531 16.366484748768805 15.565417651677132 0.95 False False 0.3 0.7 1.5 0.02 8 3 11.955752300098538 3.3106674321961 2.4112982147891637 0.8010670970916731 1.3729813309240866 -1.7697887933042367 -2.9957020556921012 False 0.07 Inputed -18.934046244221562 -19.358892409517754 """""" """""" """"""
-0.08790144996608219 0.05237906251819548 -31.34211173704113 18.438761684939706 5564.866434982702 138.28328070041644 92 60 60 74.9774306002073 57 True True 2020uu 238.93904208333 29.758031 SNII 0.031 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 238.93904208333 29.758031 TNS 2020uu ZTF20aafckit 2020uu SNII 0.031 0.25729579526905155 0.8019673713233146 0.3791799643696123 0.5102291400752534 0.8019673713233146 1.137199478042696 17.278803190920293 17.278803190920293 57.698627409287006 57.698627409287006 58876.56009260006 58861.490937499795 17.794342668671543 17.801087548984203 17.794342668671543 1.9611809093316677 2.4408518217481214 1.614962517369266 238.9394308089765 29.75773543236075 0.0015934960268519927 16.739484126125575 17.172511744147542 16.908512631357908 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.4408518217481214 1.614962517369266 238.9394308089765 29.75773543236075 0.0015934960268519927 16.739484126125575 17.172511744147542 16.908512631357908 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.06915510026738 1.614962517369266 2.4408518217481214 0.2639991127896337 0.6616389012146755 -0.628575804836661 -0.8858300373136352 False 0.031 Inputed -17.912194281584075 -17.905449401271415 """""" """""" """"""
-0.18059367031850218 0.17987362399833323 -9.557950100111846 16.800769418893143 4316.840095258733 159.1408926792517 82 49 49 73.80806709965691 126 True False 2021omp 302.90804166666663 5.186594444444444 SNIa 0.023653 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 302.90804166666663 5.186594444444444 TNS 2021omp ZTF21abdveqn 2021omp SNIa 0.023653 0.40566736799010883 0.9114262874970116 0.5207072211057806 0.6430960450216325 0.9114262874970116 1.2139152275454386 16.885747237779007 16.885747237779007 56.9223198618779 56.9223198618779 59385.3751968001 59368.43072920013 16.280512233889834 16.53805575342458 16.280512233889834 5.984170501600237 6.439476111624805 6.714537041415989 302.90961532 5.1876057 0.0013652906690324595 13.802778812122344 14.79681661491394 14.10570809288025 0.85 """""" """""" """""" """""" 1 False True all False False 0 1.6706462055182032 1.2588932629981533 302.90777254 5.18681905 0.00193852952236373 17.957562824869157 15.46147063331604 18.44462080526352 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.944467599969357 6.714537041415989 6.439476111624805 0.6911085220336908 1.042714799313353 -1.7412391385106396 -2.1748041410095844 False 0.023653 Inputed -18.83466882244085 -18.577125302906104 """""" """""" """"""
-0.1629825815969032 0.2170291577728857 -9.59478558592787 18.380837390766903 6243.256819257944 123.46532495830597 42 28 28 73.7840971997939 57 True True 2019cnb 245.98108624999 53.403453972222 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 245.98108624999 53.403453972222 TNS 2019cnb ZTF19aanircs 2019cnb SNIa 0.06 -0.11745541199295673 0.35780597833942096 -0.013430409674512589 0.10004049927353265 0.35780597833942096 0.6611796215354815 15.674019503163528 15.674019503163528 58.11007769663038 58.11007769663038 58583.411921299994 58567.516655100044 17.752262958157722 17.752262958157722 17.953309732073603 2.3605500109038733 1.9566745958790133 2.076350884448358 245.98011887876402 53.4034471695563 0.006642998690219115 19.013845266770126 19.629117898511886 19.221412884410025 0.9649999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.9566745958790133 2.076350884448358 245.98011887876402 53.4034471695563 0.006642998690219115 19.013845266770126 19.629117898511886 19.221412884410025 0.9649999999999999 False False 0.3 0.7 1.5 0.02 8 3 15.895266199950129 2.076350884448358 1.9566745958790133 0.407705014101861 1.0611631023479309 1.8768549403541641 1.2681031523364226 False 0.06 Inputed -19.202191249124198 -19.40323802304008 """""" """""" """"""
-0.17798042923928437 0.2705561502252234 -5.214712796294447 18.40012904296352 5772.224451335624 183.78531888670943 35 28 28 62.915162099990994 45 True True 2019cmy 227.21183833333 40.713721888888 SNII 0.0314 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 227.21183833333 40.713721888888 TNS 2019cmy ZTF19aanpcep 2019cmy SNII 0.0314 -0.08112291208809452 0.22957336973703235 -0.01004154597747231 0.06531076349066467 0.22957336973703235 0.41322047628421643 5.138557450122959 5.138557450122959 57.776604649868034 57.776604649868034 58575.34967589984 58572.34145830013 17.85114868493314 17.85114868493314 18.017661951706298 7.4947824306428075 2.0350953455686502 6.528950868103424 227.212459786252 40.71197053399605 0.005401691081874049 17.287909023212194 17.82084243581176 17.517932486157417 0.9416666666666668 """""" """""" """""" """""" 3 False True all False False 0 0.7 2.2244870220959942 227.212363979095 40.714194194728 0.021044371583062715 21.9150065645206 22.62593781645179 22.598199204176666 0.25 False False 0.3 0.7 1.5 0.02 8 3 3.008217599708587 6.528950868103424 2.0350953455686502 0.30290994965434237 3.2081793525399136 -0.0303062491213808 -0.49972946554888154 False 0.0314 Inputed -17.71692931937101 -17.883442586144167 """""" """""" """"""
-0.1710363804984947 0.19573188402761707 -13.930592921217507 19.17461911270587 5451.138919479208 180.93849557363598 25 14 14 50.86835649982095 58 True True 2019ozj 330.25240291666 20.698859472222 SNIa 0.0898 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 330.25240291666 20.698859472222 TNS 2019ozj ZTF19abuonnx 2019ozj SNIa 0.0898 0.06108042566537364 0.41402513956502673 0.14192850915504351 0.2275626111339939 0.41402513956502673 0.6222371106843916 13.666325194090524 13.666325194090524 37.20203130573042 37.20203130573042 58743.385509300046 58725.32462960016 18.63868301589802 18.63868301589802 18.703637638799396 0.9910805286335531 2.1463294925741945 3.9836683490573037 330.251934811757 20.699875720972152 0.001119242615676419 15.931808807163238 17.028888024344443 16.325720574970244 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.1463294925741945 3.9836683490573037 330.251934811757 20.699875720972152 0.001119242615676419 15.931808807163238 17.028888024344443 16.325720574970244 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 18.060879699885845 3.9836683490573037 2.1463294925741945 0.7031674493741988 1.8560376507148033 -1.6097949915535779 -2.377917063829152 False 0.0898 Inputed -19.341823546438267 -19.406778169339642 """""" """""" """"""
-0.1610876794819255 0.18363324188887234 -11.978498880881588 18.98671660336852 5875.092942217586 84.95860638272978 51 36 36 55.69261569995433 52 True True 2019mbn 359.53316874999 17.767702638888 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 359.53316874999 17.767702638888 TNS 2019mbn ZTF19abkdehm 2019mbn SNIa 0.08 0.04568875705359332 0.8938187153859474 0.22163424749175675 0.4201733070807805 0.8938187153859474 1.4868720540211662 16.553068876050325 16.553068876050325 39.139546823904006 39.139546823904006 58709.466307899915 58691.45581019996 18.42430088830731 18.42430088830731 18.537852413331915 0.9648404035682931 0.3843749305571652 0.4269289659794749 359.53328684150597 17.76766499655075 0.0008633718637351961 20.58075226284504 20.85133305119753 21.103697645270827 0.5055555555555554 """""" """""" """""" """""" 0 False True all False False 0 0.3843749305571652 0.4269289659794749 359.53328684150597 17.76766499655075 0.0008633718637351961 20.58075226284504 20.85133305119753 21.103697645270827 0.5055555555555554 False False 0.3 0.7 1.5 0.02 8 3 18.01049769995734 0.4269289659794749 0.3843749305571652 -0.25236459407329903 1.1107097056528272 2.4270321628902174 2.565845231938912 False 0.08 Inputed -19.252081608739463 -19.365633133764067 """""" """""" """"""
-0.032063862280562835 0.3943011592821198 -18.543787462799024 18.245708400306967 5404.7515836648 331.8060536095262 371 37 37 72.88653940008953 71 True True 2019fdr 257.27857874999 26.855694666666 SLSN-II 0.2666 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 257.27857874999 26.855694666666 TNS 2019fdr ZTF19aatubsj 2019fdr SLSN-II 0.2666 0.043357472998348356 0.22351962526082403 0.08629177725191539 0.13060851378364546 0.22351962526082403 0.3223582618201952 68.3842698933583 68.3842698933583 4.502269506731238 4.502269506731238 58663.30390049983 58605.40042820014 18.04884621674591 18.055557477073677 18.04884621674591 0.32303990516958525 0.6646330167141218 0.10243020342242692 257.27855543818646 26.8557140838084 0.0005148291247648595 18.80472636088014 19.616400613040923 19.027731625976564 0.9833333333333333 """""" """""" """""" """""" 0 False True all False False 0 0.6646330167141218 0.10243020342242692 257.27855543818646 26.8557140838084 0.0005148291247648595 18.80472636088014 19.616400613040923 19.027731625976564 0.9833333333333333 False False 0.3 0.7 1.5 0.02 8 3 57.903472299687564 0.10243020342242692 0.6646330167141218 0.5886689870643593 0.15411543039018955 1.5608431359672466 0.9788854092306529 False 0.2666 Inputed -22.424897773244506 -22.41818651291674 """""" """""" """"""
-0.17364185651297998 0.26605098287364126 -9.754590518529746 17.704107080362355 5545.242317488893 170.98157912620175 35 27 27 48.94136579986662 43 True True 2020ap 56.34420833333333 4.270319444444445 SNIa 0.048 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 56.34420833333333 4.270319444444445 TNS 2020ap ZTF20aabcouv 2020ap SNIa 0.048 0.0094535213308653 0.37143715959026125 0.09187391526211641 0.17951639975832734 0.37143715959026125 0.5872667204615709 8.789564278380508 8.789564278380508 40.15180152148611 40.15180152148611 58861.10243060021 58850.183553200215 17.242941866250806 17.242941866250806 17.327744741597463 1.5466231293258705 3.0133970960569565 4.424778907134337 56.34435933561085 4.269099598379115 0.0010308481666133629 15.180543853588105 15.912474875946044 15.44058776359558 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.0133970960569565 4.424778907134337 56.34435933561085 4.269099598379115 0.0010308481666133629 15.180543853588105 15.912474875946044 15.44058776359558 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.918877399992198 4.424778907134337 3.0133970960569565 0.47188711235046377 1.4683690088253487 -1.3304669903047621 -1.887156978001883 False 0.048 Inputed -19.337123603421443 -19.4219264787681 """""" """""" """"""
-0.19224228316476644 0.20180722795521727 -10.550916354832982 18.415776483763587 5593.296556418774 110.17529662677725 25 19 19 53.96873840037733 46 True True 2018iqt 153.87562958333 37.983323805555 SNIa 0.054 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 153.87562958333 37.983323805555 TNS 2018iqt ZTF18aceynvm 2018iqt SNIa 0.054 0.05121376098280095 0.6714894071690765 0.185518916013244 0.3330206875460533 0.6714894071690765 1.075221512539315 12.816541894146882 12.816541894146882 41.15219650623045 41.15219650623045 58447.535219899844 58432.49289349979 17.935173822408892 17.94685835647545 17.935173822408892 3.7049091839504946 1.8648953823585626 4.176298513110873 153.87453072858352 37.98409559586245 0.0037726238103095167 17.650810042673648 17.951411987254026 17.800042592026593 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.8648953823585626 4.176298513110873 153.87453072858352 37.98409559586245 0.0037726238103095167 17.650810042673648 17.951411987254026 17.800042592026593 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.042326400056481 4.176298513110873 1.8648953823585626 0.15136939522743376 2.2394277730630887 0.0045536307785774 -0.13513123038229935 False 0.054 Inputed -18.988521202197887 -18.97683666813133 """""" """""" """"""
-0.16447999377929456 0.2174802328221525 -10.686326260288729 18.73374271682419 4214.755325235791 142.01681423669365 14 12 12 28.912847199942917 36 True True 2019ffm 267.62840791666 77.483859944444 SNIa 0.058 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 267.62840791666 77.483859944444 TNS 2019ffm ZTF19aauqywe 2019ffm SNIa 0.058 0.47644116124878266 1.0740822998532273 0.6109360861352542 0.7550026810836634 1.0740822998532273 1.4385487223082336 9.652829990331307 9.652829990331307 19.26001720961161 19.26001720961161 58628.392546299845 58617.32896990003 18.341620858148026 18.77177627797133 18.341620858148026 3.2912914160008016 3.0897045127117293 1.389870292210348 267.626733231785 77.48372828062969 0.000922058324361541 15.470338734711408 16.425128835778235 15.84851402030468 0.985 """""" """""" """""" """""" 0 False True all False False 0 3.0897045127117293 1.389870292210348 267.626733231785 77.48372828062969 0.000922058324361541 15.470338734711408 16.425128835778235 15.84851402030468 0.985 False False 0.3 0.7 1.5 0.02 8 3 11.063576399814337 1.389870292210348 3.0897045127117293 0.5766148154735546 0.4498392278265166 -2.3466474421930954 -2.493106837843346 False 0.058 Inputed -18.739262700819644 -18.30910728099634 """""" """""" """"""
-0.08975808685770227 0.11346837600130225 -16.921027100503064 17.473826409215242 4596.929540322069 176.3426251034394 100 44 44 72.98339120019227 42 True True 2020adfj 161.97704166666665 76.84615 SNII 0.022112 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 161.97704166666665 76.84615 TNS 2020adfj ZTF20acyqzeu 2020adfj SNII 0.022112 0.3584599650726581 0.7975578646695922 0.4592180545120712 0.5658093061159342 0.7975578646695922 1.0559943544296324 22.3748590255697 22.3748590255697 50.60853217462257 50.60853217462257 59218.41482640011 59203.36445599981 16.98967622758744 17.036023684418833 16.98967622758744 9.425154947194919 4.773933827436176 3.232254025919254 161.9749606564225 76.84691280885485 0.0009176414572941161 14.240966382408143 15.75126119838953 14.538526695864201 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.773933827436176 3.232254025919254 161.9749606564225 76.84691280885485 0.0009176414572941161 14.240966382408143 15.75126119838953 14.538526695864201 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.050370400305837 3.232254025919254 4.773933827436176 1.212734502525329 0.677063014016498 -1.2847624860293028 -2.4511495317232406 False 0.022112 Inputed -17.978370146450587 -17.932022689619195 """""" """""" """"""
-0.18229163980096627 0.4051739670721784 -4.705977905516503 18.115665414207513 5804.766812405484 202.20976492086632 34 17 17 29.917256999760866 40 True False 2020adeq 18.273525 -18.1177 SNIa 0.053 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 18.273525 -18.1177 TNS 2020adeq ZTF20acynllu 2020adeq SNIa 0.053 -0.09464310628065675 0.18156555134200048 -0.030956560067338046 0.03621479043227893 0.18156555134200048 0.34255742722381655 12.169358413550707 12.169358413550707 17.74789858621016 17.74789858621016 59211.10936339991 59199.19003470009 17.750328567661796 17.750328567661796 17.889126219836044 1.2901058814170048 2.2043288344491865 4.5793627754627195 18.27269004 -18.11670584 0.004289368931884696 17.48621671284437 18.528750865775347 17.79631926303506 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.2043288344491865 4.5793627754627195 18.27269004 -18.11670584 0.004289368931884696 17.48621671284437 18.528750865775347 17.79631926303506 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.919328699819744 4.5793627754627195 2.2043288344491865 0.732431602740288 2.0774408536043136 0.7784222981135507 -0.09280695680098461 False 0.053 Inputed -18.993471854298505 -19.132269506472753 """""" """""" """"""
-0.14463691820320287 0.40863749282274753 -3.89193761099239 19.232983284080596 6100.373992047393 203.3892207033225 23 13 13 20.969525499735028 50 True True 2018khc 126.40059958333 12.198181694444 SNIa 0.107 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 126.40059958333 12.198181694444 TNS 2018khc ZTF18acvwhaz 2018khc SNIa 0.107 -0.16013583197513626 0.09894952277182512 -0.10044597778428965 -0.037456872053461154 0.09894952277182512 0.2501769482840359 12.326761273763935 12.326761273763935 8.642764225971092 8.642764225971092 58475.51615739986 58465.48486110009 18.784115545534263 18.784115545534263 18.960133249162162 0.658573600903681 2.333308294615483 0.22233112471518993 126.4005587758525 12.19822884553715 0.0019819710041140137 17.279148128478525 17.94455498295784 17.520748696416618 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.333308294615483 0.22233112471518993 126.4005587758525 12.19822884553715 0.0019819710041140137 17.279148128478525 17.94455498295784 17.520748696416618 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 10.031296299770474 0.22233112471518993 2.333308294615483 0.42380628654122177 0.09528579023537434 -0.8395605625764233 -1.439384552745544 False 0.107 Inputed -19.47365773826731 -19.64967544189521 """""" """""" """"""
-0.0027252605321697746 0.429412852625021 -9.275027465456297 18.50591026042012 5271.543937592342 156.98260936222505 45 39 39 72.83325240015984 298 True False 2020uve 33.12546666666667 -22.47282222222222 SNII 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 33.12546666666667 -22.47282222222222 TNS 2020uve ZTF20acgnelh 2020uve SNII 0.04 0.0834186742854861 0.5041468372688485 0.17855803661417724 0.2801740390583731 0.5041468372688485 0.7581459146176641 308.93276562923967 308.93276562923967 -236.09951322907983 -236.09951322907983 59134.37761570001 59126.35538189998 18.41522673038283 18.41522673038283 18.486548756230768 1.5884891935710688 4.407059954859975 0.22390273861018467 33.12540636 -22.47284984 0.0008884403956129772 14.550796903765201 14.422280874311925 23.12588587526679 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.407059954859975 0.22390273861018467 33.12540636 -22.47284984 0.0008884403956129772 14.550796903765201 14.422280874311925 23.12588587526679 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.022233800031245 0.22390273861018467 4.407059954859975 -8.703605000954864 0.05080546688802619 -3.9929458560709055 4.639337119036021 False 0.04 Inputed -17.77825613125065 -17.849578157098588 """""" """""" """"""
-0.09470121134357277 0.3049094764878175 -11.675070754127802 18.34108801175328 3668.5466576704816 242.58081991156803 76 47 47 71.81953710038215 65 True True 2021too 325.2261875 10.325152777777777 SNIc-BL 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 325.2261875 10.325152777777777 TNS 2021too ZTF21abmjgwf 2021too SNIc-BL 0.07 0.6941652545859291 1.0618008684826918 0.7807035783943093 0.8707431114966866 1.0618008684826918 1.2683375898496436 18.800597609711783 18.800597609711783 53.01893949067036 53.01893949067036 59430.34288189979 59412.4091897998 17.979913010656308 18.7190915859698 17.979913010656308 2.1591307941345184 2.06725749414239 0.0865334643585785 325.22620907539704 10.32514149783185 0.0022344558789791913 17.758175325587988 18.291493884575367 17.909281384797097 0.985 """""" """""" """""" """""" 0 False True all False False 0 2.06725749414239 0.0865334643585785 325.22620907539704 10.32514149783185 0.0022344558789791913 17.758175325587988 18.291493884575367 17.909281384797097 0.985 False False 0.3 0.7 1.5 0.02 8 3 17.933692099992186 0.0865334643585785 2.06725749414239 0.38221249977826943 0.0418590642935254 -0.42759770139443276 -0.07063162585921035 False 0.07 Inputed -19.515252940934488 -18.776074365620996 """""" """""" """"""
-0.06376465520825256 0.4780928119523098 -12.55663388008767 18.59767515595041 3231.0719791883776 218.13094026573765 36 21 21 52.96681710006669 89 True True 2021M 213.5613958333333 35.4231 SNIIb 0.010929 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 213.5613958333333 35.4231 TNS 2021M ZTF21aaabwfu 2021M SNIIb 0.010929 0.9941149938825831 1.46347141634147 1.1039879346016086 1.2187135114420329 1.46347141634147 1.729962854795268 15.032833364967285 15.032833364967285 37.9339837350994 37.9339837350994 59231.52826389996 59215.51182870008 18.08741462252085 18.960529149002618 18.08741462252085 8.31141250035856 6.615415130348421 1.954248837486166 213.56156553059998 35.42362493814145 0.0010926022877753017 13.726460934659839 15.781177207977773 14.124954750289916 0.99 """""" """""" """""" """""" 0 False True all False False 0 6.615415130348421 1.954248837486166 213.56156553059998 35.42362493814145 0.0010926022877753017 13.726460934659839 15.781177207977773 14.124954750289916 0.99 False False 0.3 0.7 1.5 0.02 8 3 16.016435199882835 1.954248837486166 6.615415130348421 1.656222457687857 0.2954083453540185 -3.1793519410248443 -3.9624598722309337 False 0.010929 Inputed -15.344174952280328 -14.47106042579856 """""" """""" """"""
-0.16188450273612098 0.2716416491153526 -3.977335042215589 18.023437602942213 6303.029770821562 250.14379103014255 25 10 10 50.94335650000721 82 True False 2019anw 102.03537708333 17.494879194444 SNIa 0.064 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 102.03537708333 17.494879194444 TNS 2019anw ZTF19aaezwmr 2019anw SNIa 0.064 -0.2017276045037697 -0.00323048478924548 -0.15532700668657995 -0.10682384148953972 -0.00323048478924548 0.10962247341274178 15.072364817363452 15.072364817363452 35.87099168264376 35.87099168264376 58522.18307870021 58511.18400460016 17.525243869926733 17.525243869926733 17.607563283781623 2.906091409037764 1.0722318462731317 0.5776933806756241 102.03551812 17.49479169 0.0021657282903203567 19.35330719280243 19.636912914180755 19.49906706047058 0.9099999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.0722318462731317 0.5776933806756241 102.03551812 17.49479169 0.0021657282903203567 19.35330719280243 19.636912914180755 19.49906706047058 0.9099999999999999 False False 0.3 0.7 1.5 0.02 8 3 10.999074100051075 0.5776933806756241 1.0722318462731317 0.137845853710175 0.538776555353745 2.111669044254022 1.8915037766889569 False 0.064 Inputed -19.690068599894946 -19.772388013749836 """""" """""" """"""
-0.18046395839479556 0.23308822108176774 -8.196445841686677 18.985207665096546 5509.0329545314735 59.55778842808519 73 50 50 38.02140050008893 58 True True 2020ihe 268.7247583333333 56.514247222222224 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 268.7247583333333 56.514247222222224 TNS 2020ihe ZTF20aawoojh 2020ihe SNIa 0.05 0.13411940156425928 1.5617464334511943 0.4085096784674249 0.7330113457914038 1.5617464334511943 2.6920823072993123 14.850489184564701 14.850489184564701 23.17091131552423 23.17091131552423 58978.39054400008 58963.41357639991 18.501249440696512 18.501249440696512 18.52467346133549 1.0113995354898802 5.9378755367234355 0.5143448106022374 268.72496246741696 56.51415931304225 0.0018350085027579732 14.719638032491208 15.491472723820209 15.027067623643875 0.9650000000000001 """""" """""" """""" """""" 0 False True all False False 0 5.9378755367234355 0.5143448106022374 268.72496246741696 56.51415931304225 0.0018350085027579732 14.719638032491208 15.491472723820209 15.027067623643875 0.9650000000000001 False False 0.3 0.7 1.5 0.02 8 3 14.976967600174248 0.5143448106022374 5.9378755367234355 0.4644051001763341 0.08662101578606962 -3.0097767168763028 -3.497605837691614 False 0.05 Inputed -18.229865169839787 -18.253289190478764 """""" """""" """"""
-0.023686765736641472 0.37114159713144124 -12.265773807916158 18.074320507898236 6649.760483996153 266.30274975877677 56 33 33 64.87293979991227 80 True True 2020adkm 51.25335239 11.93950323 SLSN-I 0.226 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 51.25335239 11.93950323 TNS 2020adkm ZTF20acvcpau 2020adkm SLSN-I 0.226 -0.2279296640862789 -0.04719940202414108 -0.18552831222332244 -0.14131103573369685 -0.04719940202414108 0.05487177414969935 78.5785900234081 78.5785900234081 -13.70565022349582 -13.70565022349582 59216.34408560023 59167.34467589995 17.427328144067882 17.427328144067882 17.82581752557517 0.3326896189162722 0.8092428956804258 15.213455549557823 51.256451794197304 11.936559852810149 0.2882627341912348 20.9265897048378 21.864197626953125 22.041240616760255 0.3 """""" """""" """""" """""" 6 False True all False False 0 0.3179969286314161 9.115582291686778 51.25591975651375 11.939183407450098 0.015148222871828043 18.19870911111832 20.335700259704588 19.456297703666685 0.0 False False 0.3 0.7 1.5 0.02 8 3 48.99940970027819 0.0 0.0 0.0 0.0 6.212671855932118 5.444182474424828 True 0.226 Inputed -22.2768317383544 -22.67532111986169 """""" """""" """"""
-0.10497245514386055 0.32968121414262885 -6.465541786102406 17.678782812048134 5123.80903775863 166.7974197903773 17 13 13 66.81585650006309 44 True True 2019zi 167.18611083333 -13.87637327777 SNIa 0.048 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 167.18611083333 -13.87637327777 TNS 2019zi ZTF19aadtgxw 2019zi SNIa 0.048 0.09517471205678874 0.49129558572502674 0.185297597682883 0.28117638933574796 0.49129558572502674 0.7278663790560529 10.13887751605414 10.13887751605414 56.676978984008954 56.676978984008954 58512.471597199794 58506.43784719985 17.204960585526955 17.458787831803836 17.204960585526955 2.651584667703966 2.270149697732782 5.200970094595605 167.18507403630298 -13.87740965748055 0.002159322964598087 16.36415898394346 16.906577248322964 16.57979016098499 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.270149697732782 5.200970094595605 167.18507403630298 -13.87740965748055 0.002159322964598087 16.36415898394346 16.906577248322964 16.57979016098499 1.0 False False 0.3 0.7 1.5 0.02 8 3 6.033749999944121 5.200970094595605 2.270149697732782 0.3267870873379728 2.291025168864352 -0.5522105834808713 -0.6251704245419631 False 0.048 Inputed -19.45990775949195 -19.20608051321507 """""" """""" """"""
-0.1970984875166918 0.1765570650851913 -8.642166253275589 18.629549345070643 6329.9104003783195 104.14733625120526 47 30 30 74.99337959988043 37 True True 2019dpu 196.07683291666 33.47105 SNIa 0.075 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 196.07683291666 33.47105 TNS 2019dpu ZTF19aaqcqkv 2019dpu SNIa 0.075 -0.12786874268457993 0.4491775958895623 -0.004671082019441997 0.1318707402042314 0.4491775958895623 0.8332269164328103 15.143946525229152 15.143946525229152 59.84943307465127 59.84943307465127 58600.21635420015 58585.228437500075 17.925888543984026 17.925888543984026 18.20726571470398 2.094388249038029 2.349806051867968 5.578535614024619 196.078380711244 33.470193119844495 0.007488856235077557 17.859583471221626 18.413024552869796 18.105975282214285 0.9899999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 3.370000898429073 196.077485268455 33.4702883030615 0.03129268474860325 21.58031716552496 21.852399823430776 22.39367483685613 0.22499999999999998 False False 0.3 0.7 1.5 0.02 8 3 14.987916700076312 5.578535614024619 2.349806051867968 0.30704927065551146 2.3740408743904573 0.4871360088857699 -0.10129043248969438 False 0.075 Inputed -19.440135708649485 -19.72151287936944 """""" """""" """"""
-0.1593234710032864 0.23215924260176435 -7.676271824174341 19.11202201019959 6171.087115142405 137.25913972764027 36 24 24 43.808483799919486 42 True True 2021cca 154.08044999999998 -1.7874666666666665 SNIa 0.085 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 154.08044999999998 -1.7874666666666665 TNS 2021cca ZTF21aagxmcs 2021cca SNIa 0.085 -0.12986740768125316 0.28563288979752244 -0.03773796684905051 0.0619245791203582 0.28563288979752244 0.5450422425508208 14.381455660668939 14.381455660668939 29.427028139250545 29.427028139250545 59262.31583329989 59249.42393520009 18.539512906642013 18.539512906642013 18.653081552193505 0.915520653517864 1.3914385230805815 0.796122675286617 154.08062312710553 -1.787604366934405 0.004490863315261939 19.617378939427137 20.125358833637236 19.86637730272293 0.945 """""" """""" """""" """""" 0 False True all False False 0 1.3914385230805815 0.796122675286617 154.08062312710553 -1.787604366934405 0.004490863315261939 19.617378939427137 20.125358833637236 19.86637730272293 0.945 False False 0.3 0.7 1.5 0.02 8 3 12.89189809979871 0.796122675286617 1.3914385230805815 0.25898153091430487 0.5721579948239737 1.5858459269952228 1.2132957505294257 False 0.085 Inputed -19.27085606376944 -19.384424709320932 """""" """""" """"""
-0.13458834359624772 0.23864222829951665 -13.939991024915852 19.10198350918077 3701.4396473350585 184.6778174972504 20 11 11 50.899537099990994 50 True True 2020byp 242.33183291666 15.822289 SNIc 0.041 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 242.33183291666 15.822289 TNS 2020byp ZTF20aamdyln 2020byp SNIc 0.041 0.7324247160487332 1.2364525777017334 0.8488591468117122 0.971488488452664 1.2364525777017334 1.5297063390409917 15.686006627494619 15.686006627494619 35.21353047249637 35.21353047249637 58904.5228587999 58885.5425809999 18.669409106552912 19.232000558545817 18.669409106552912 1.627119886495174 3.0354096311695318 1.0110824783484158 242.3316031975105 15.82246229858115 0.002952671728305045 17.078968977541923 17.870238735156057 17.34927623243332 0.975 """""" """""" """""" """""" 0 False True all False False 0 3.0354096311695318 1.0110824783484158 242.3316031975105 15.82246229858115 0.002952671728305045 17.078968977541923 17.870238735156057 17.34927623243332 0.975 False False 0.3 0.7 1.5 0.02 8 3 18.980277800001204 1.0110824783484158 3.0354096311695318 0.5209625027227389 0.33309589189082517 -1.3617618233897595 -1.3201328741195937 False 0.041 Inputed -17.649539287116117 -17.086947835123212 """""" """""" """"""
-0.20249702807427183 0.35805052784087976 -1.2976520035073729 17.231478333043626 4506.926467922345 231.65594288738848 26 9 9 5.999490800313652 27 True False 2019cww 186.59543208333 71.563644027777 SNIa 0.0234 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 186.59543208333 71.563644027777 TNS 2019cww ZTF18aathacy 2019cww SNIa 0.0234 0.2408253188896694 0.544041121921456 0.31176942094567295 0.3858815988196618 0.544041121921456 0.7162098676388098 9.724080980364405 9.724080980364405 -3.7245901800507535 -3.7245901800507535 58586.22065970022 58580.271006899886 17.078737172301658 17.26909429093512 17.078737172301658 2.718601380811336 2.6684020836378286 1.5603566157040991 186.59572479 71.56406746 0.0004479886991493043 14.862903405246138 15.730776135408878 15.184623790597916 0.9700000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.6684020836378286 1.5603566157040991 186.59572479 71.56406746 0.0004479886991493043 14.862903405246138 15.730776135408878 15.184623790597916 0.9700000000000001 False False 0.3 0.7 1.5 0.02 8 3 5.94965280033648 1.5603566157040991 2.6684020836378286 0.5461523448109613 0.5847531844139723 -1.538318155526241 -1.8941133817037414 False 0.0234 Inputed -18.012953721195377 -17.822596602561916 """""" """""" """"""
-0.1833004128805703 0.25566956553409426 -7.285230120459888 17.175998291121292 5425.651327951741 105.13860857733731 38 29 29 57.98008110001683 66 True True 2020ihr 164.82779166666666 43.65716111111111 SNIa 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 164.82779166666666 43.65716111111111 TNS 2020ihr ZTF20aawdjlp 2020ihr SNIa 0.03 0.05680720011190843 0.7154051668381456 0.19845433347424546 0.3546857557964458 0.7154051668381456 1.1490280845021488 15.111632251688903 15.111632251688903 42.86844884832793 42.86844884832793 58980.1957291998 58965.239490699954 16.767310839919087 16.767310839919087 16.845690658367623 3.697636399049735 3.5603605783737007 6.46482375212086 164.8261396093695 43.655820879763596 0.0018839516051779581 15.311889940388799 16.358422619559764 16.442841595578194 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 1.5841449112574004 164.827692002112 43.6575952035386 0.08308180706550894 24.33795107839763 25.069884193902016 24.770229770897625 0.07500000000000001 False False 0.3 0.7 1.5 0.02 8 3 14.956238499842584 6.46482375212086 3.5603605783737007 -0.08441897601842996 1.8157778151430544 -0.40888822035932293 -0.40284906278942856 False 0.03 Inputed -18.789106795257705 -18.86748661370624 """""" """""" """"""
-0.20597869342709235 0.24614562218283936 1.1494265018567726 17.28396374167963 5345.719454017711 223.88743233818647 16 5 5 4.020127300173044 62 True True 2021cai 8.9125 25.677530555555556 SNIa 0.032836 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 8.9125 25.677530555555556 TNS 2021cai ZTF21aahsgan 2021cai SNIa 0.032836 -0.024959931312540817 0.23640257446915314 0.03584492342502088 0.0996039324079554 0.23640257446915314 0.38630373732674883 11.954248721616041 11.954248721616041 -7.934121421442997 -7.934121421442997 59256.13342589978 59252.13431710005 17.423671513670257 17.423671513670257 17.460477101518734 3.6076672917437103 4.2089587127605 4.444559500572497 8.912982221791754 25.67868613361935 0.0005622908705654739 13.746850603171588 14.959735612301827 14.176300355541706 0.975 """""" """""" """""" """""" 0 False True all False False 0 4.2089587127605 4.444559500572497 8.912982221791754 25.67868613361935 0.0005622908705654739 13.746850603171588 14.959735612301827 14.176300355541706 0.975 False False 0.3 0.7 1.5 0.02 8 3 3.9991087997332215 4.444559500572497 4.2089587127605 0.7834352567601215 1.0559760273004615 -2.46393590136843 -3.284176745977028 False 0.032836 Inputed -18.371985654828915 -18.408791242677392 """""" """""" """"""
-0.17984485027510055 0.18837446126781138 -5.660999870107743 18.841454081971943 6063.778694981256 104.85745526228166 112 93 93 67.97828699974343 64 True True 2020nmo 340.66112083333326 33.713905555555556 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 340.66112083333326 33.713905555555556 TNS 2020nmo ZTF20abhzgly 2020nmo SNIa 0.08 -0.1107474977967442 0.46994000481290144 0.013436967161162272 0.15092326090682917 0.46994000481290144 0.8553791615693278 15.61069594523828 15.61069594523828 52.367591054505155 52.367591054505155 59034.46383100003 59022.47415510006 18.070674024026975 18.070674024026975 18.30827766873948 1.7046948995146096 1.0025907790913244 0.20201784230179834 340.66118288792654 33.713927568582946 0.001976161218204986 19.48829778085709 19.942974993228916 19.65171019185543 0.6099999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.0025907790913244 0.20201784230179834 340.66118288792654 33.713927568582946 0.001976161218204986 19.48829778085709 19.942974993228916 19.65171019185543 0.6099999999999999 False False 0.3 0.7 1.5 0.02 8 3 11.989675899967551 0.20201784230179834 1.0025907790913244 0.29126480137348665 0.2014958111672368 1.872300969201941 1.3434325231159505 False 0.08 Inputed -19.4816563533319 -19.719259998044404 """""" """""" """"""
-0.13130741410081778 0.4248614165269827 -9.902148218109444 19.235825307361164 4376.795544797011 164.61790760911578 40 19 19 30.035775400232524 44 True False 2021mla 269.9699083333333 69.41977222222222 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 269.9699083333333 69.41977222222222 TNS 2021mla ZTF21abbkvrt 2021mla SNIa 0.08 0.38152625590575084 0.8619443903318391 0.49112010523046123 0.6074981834194766 0.8619443903318391 1.1477501082642618 10.668523961689024 10.668523961689024 19.367251438543498 19.367251438543498 59363.38021990005 59349.3285416998 19.00766131507341 19.287548456035907 19.00766131507341 0.9050822396011561 1.1002173118572742 0.3648383252314704 269.96963343 69.41980276 0.0013587503357388453 18.727938926672934 19.63863029384613 19.138482224178315 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.1002173118572742 0.3648383252314704 269.96963343 69.41980276 0.0013587503357388453 18.727938926672934 19.63863029384613 19.138482224178315 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 14.051678200252354 0.3648383252314704 1.1002173118572742 0.5001480696678158 0.3316056939838437 0.3510818378102236 0.13082090910490507 False 0.08 Inputed -18.78227270699797 -18.50238556603547 """""" """""" """"""
-0.16794281333896577 0.30781768656054853 -9.980572792587768 18.413872990888727 5251.846664400617 147.39101254569988 41 21 21 54.80968749988824 46 True False 2020ymu 80.46109999999999 -19.304472222222223 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 80.46109999999999 -19.304472222222223 TNS 2020ymu ZTF20acojxtb 2020ymu SNIa 0.05 0.10140933218034931 0.5591333299002592 0.20427700345733513 0.3145853699126242 0.5591333299002592 0.838525098874598 13.96566841169261 13.96566841169261 40.84401908819563 40.84401908819563 59167.34982640017 59150.4193519 18.100216851628016 18.134371769999145 18.100216851628016 2.0360692840273296 3.350490102150787 1.3934126777921552 80.46130495 -19.30413696 0.0015692673955411962 15.966536090505123 16.600811086153985 16.224808340334892 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.350490102150787 1.3934126777921552 80.46130495 -19.30413696 0.0015692673955411962 15.966536090505123 16.600811086153985 16.224808340334892 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.93047450017184 1.3934126777921552 3.350490102150787 0.3760027458190933 0.41588323955879736 -1.5335606838451596 -1.8754085112931236 False 0.05 Inputed -18.65432177954726 -18.62016686117613 """""" """""" """"""
-0.20736826265360772 0.12692121821212776 -5.934541644115941 17.48968835979055 5683.355924099813 100.11209680321286 33 18 18 69.74781250022352 36 True True 2019xa 179.11766166666 20.0107835 SNIa 0.041211 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 179.11766166666 20.0107835 TNS 2019xa ZTF19aadoocn 2019xa SNIa 0.041211 -0.020743482107491218 0.6392408367439977 0.1198048607742308 0.27581452741608814 0.6392408367439977 1.0807554326084698 11.005647694236497 11.005647694236497 58.742164805987024 58.742164805987024 58509.53290509991 58502.54693289986 16.855240297515603 16.855240297515603 17.053403702392185 5.490919772046183 1.791389041561043 2.22367286870362 179.1174824145425 20.010189220414148 0.00037306460965524924 15.349964134925603 16.162849267553092 15.639164017926454 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.791389041561043 2.22367286870362 179.1174824145425 20.010189220414148 0.00037306460965524924 15.349964134925603 16.162849267553092 15.639164017926454 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 6.985972200054675 2.22367286870362 1.791389041561043 0.523685249626638 1.2413120863829101 -0.6923910299625113 -1.4142396844657306 False 0.041211 Inputed -19.276801608394333 -19.474965013270914 """""" """""" """"""
-0.17322751866704356 0.24489718199588495 -5.627327625053869 18.657846962367937 4151.552599599354 188.21357972553483 22 9 9 49.83303240034729 28 True True 2018gss 345.93766458333 18.138367611111 SNII 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 345.93766458333 18.138367611111 TNS 2018gss ZTF18abxdtyz 2018gss SNII 0.04 0.42149235009589603 0.84451939097913 0.5191480862620779 0.6220540566673947 0.84451939097913 1.0908175097497335 11.453694393980243 11.453694393980243 38.37933800636705 38.37933800636705 58388.26965280017 58379.31041669985 18.347022663818233 18.56410131081117 18.347022663818233 5.5887547348238735 1.421352007686361 0.02831320700060162 345.937657113019 18.1383642261965 0.0003725093601543161 16.385731762399672 17.244541815037728 16.697747044334413 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.421352007686361 0.02831320700060162 345.937657113019 18.1383642261965 0.0003725093601543161 16.385731762399672 17.244541815037728 16.697747044334413 0.99 False False 0.3 0.7 1.5 0.02 8 3 8.959236100316048 0.02831320700060162 1.421352007686361 0.5467947707033147 0.019919912060833617 -1.3195594957734436 -1.64927561948382 False 0.04 Inputed -17.917782223663185 -17.700703576670247 """""" """""" """"""
-0.1871412585020813 0.4707742285708542 -2.4529680607081543 17.258504644776497 5673.982760791708 194.00382069349314 9 9 9 8.061747699975967 45 True True 2021dep 211.0527333333333 27.626144444444446 SNIa 0.0368 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 211.0527333333333 27.626144444444446 TNS 2021dep ZTF21aamesud 2021dep SNIa 0.0368 -0.07930003735373248 0.21365101678963683 -0.01196313716195263 0.05920230633158141 0.21365101678963683 0.3853619276118856 1.6735301559260654 1.6735301559260654 6.388217544049902 6.388217544049902 59266.48497689981 59266.384189799894 17.036500695060894 17.036500695060894 17.114302008428346 3.0810621792907233 4.0935143828502785 1.8207903547417272 211.05310035052798 27.62653183375845 0.000830920605127794 14.594244354420901 15.447025921115875 14.880918805674314 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.0935143828502785 1.8207903547417272 211.05310035052798 27.62653183375845 0.000830920605127794 14.594244354420901 15.447025921115875 14.880918805674314 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.10078709991648793 1.8207903547417272 4.0935143828502785 0.5661071154415609 0.4447988169700595 -1.5894747739450192 -2.233383202754032 False 0.0368 Inputed -18.967755889160028 -19.04555720252748 """""" """""" """"""
-0.0983625706629339 0.319836599905277 -11.567207178945154 19.051843169217864 5501.979473316988 204.13728027612729 27 15 15 38.94078700011596 47 True False 2021hsg 166.41880416666666 -5.637366666666666 SNIa 0.105 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 166.41880416666666 -5.637366666666666 TNS 2021hsg ZTF21aareexg 2021hsg SNIa 0.105 0.019664315351512585 0.3190904766936242 0.08889300570976033 0.16177927598528896 0.3190904766936242 0.49278208383200806 10.93931162663496 10.93931162663496 28.001475373481 28.001475373481 59314.23208330013 59303.31478009978 18.76789647859858 18.76789647859858 18.821055842890512 1.5844660146052547 1.114650069119526 0.17079524667965337 166.41885177 -5.63736409 0.0004917033469994392 17.383366396176815 18.40353521063328 17.670667763924598 0.8799999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.114650069119526 0.17079524667965337 166.41885177 -5.63736409 0.0004917033469994392 17.383366396176815 18.40353521063328 17.670667763924598 0.8799999999999999 False False 0.3 0.7 1.5 0.02 8 3 10.917303200345486 0.17079524667965337 1.114650069119526 0.7328674467086813 0.15322768231160327 -0.36436126796530033 -1.1503880789659142 False 0.105 Inputed -19.570874207823326 -19.62403357211526 """""" """""" """"""
-0.0516545088127653 0.5570152008351339 -5.911392188905897 18.66982497017938 6028.407620560103 53.93537153079103 67 52 52 35.95709490031004 46 True True 2019wej 178.95887499999998 44.13876111111111 SNIa 0.07322 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 178.95887499999998 44.13876111111111 TNS 2019wej ZTF19acxphhl 2019wej SNIa 0.07322 -0.03218383552485804 1.426438564365359 0.23847902255642595 0.5657132283088302 1.426438564365359 2.6412761341409734 10.456205557152185 10.456205557152185 25.500889343157855 25.500889343157855 58828.55954860011 58823.52034719987 18.48424020975592 18.48424020975592 18.560003462668664 0.8026331571591795 2.3350776267212248 12.903887140197195 178.9599503487775 44.13526076612105 0.002486478176280116 14.741839234555364 15.87395290636301 15.148733538508415 0.975 """""" """""" """""" """""" 1 False True all False False 0 0.7 10.717918471720019 178.954888925321 44.1379362404225 0.30960088932869423 21.953886277556418 22.754681842103004 22.337653830029964 0.1875 False False 0.3 0.7 1.5 0.02 8 3 5.039201400242746 12.903887140197195 2.3350776267212248 0.7252193678545957 5.5261062812357356 -2.6102873033929104 -3.4112699241602495 False 0.07322 Inputed -19.03438247327919 -19.110145726191934 """""" """""" """"""
-0.15633625249574196 0.21603138058779606 -7.126599379658186 16.524853290108656 4792.060609104596 207.91172322265064 81 26 26 72.94871529983357 104 True False 2020duu 279.46305 37.470955555555555 SNIa 0.021635 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 279.46305 37.470955555555555 TNS 2020duu ZTF20aasivxr 2020duu SNIa 0.021635 0.18917704782696632 0.5194471733584649 0.2658228572542569 0.3463191503515155 0.5194471733584649 0.7097942681889506 5.711752578072495 5.711752578072495 67.23696272176107 67.23696272176107 58915.525312500075 58912.4884722 16.067159564628316 16.1809915165077 16.067159564628316 9.402737373995512 4.555077296162152 1.2465762952681494 279.46262203 37.47102288 0.0006709943270420959 14.070716807126999 15.721610692095757 14.616894537901878 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.555077296162152 1.2465762952681494 279.46262203 37.47102288 0.0006709943270420959 14.070716807126999 15.721610692095757 14.616894537901878 1.0 False False 0.3 0.7 1.5 0.02 8 3 3.03684030007571 1.2465762952681494 4.555077296162152 1.1047161541938788 0.2736674295995906 -0.4593808244119426 -1.4502650267264379 False 0.021635 Inputed -18.853269387411274 -18.73943743553189 """""" """""" """"""
-0.15603060009473715 0.30836530986605165 -6.875919959610667 17.962021856261984 5842.837825079193 125.91274444583945 29 21 21 65.87586809974164 34 True False 2019lsg 342.70759541666 -11.01156430555 SNIa 0.054 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 342.70759541666 -11.01156430555 TNS 2019lsg ZTF19abidfxd 2019lsg SNIa 0.054 -0.06313438226253965 0.42266707057779485 0.04364230746629261 0.15980108644034274 0.42266707057779485 0.7306481820071724 16.613671115043324 16.613671115043324 49.26219698469831 49.26219698469831 58694.430081000086 58678.480486100074 17.52849518397328 17.52849518397328 17.649365090786105 2.6567676243852527 2.7920995336097962 4.82144507049772 342.70636911 -11.01215145 0.002064421944071637 16.130277743983267 16.78202058427334 16.364510776662826 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.7920995336097962 4.82144507049772 342.70636911 -11.01215145 0.002064421944071637 16.130277743983267 16.78202058427334 16.364510776662826 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.949594900012016 4.82144507049772 2.7920995336097962 0.41750980761051437 1.726817046620205 -0.7464745996999405 -1.2848543141232796 False 0.054 Inputed -19.274329933820674 -19.3951998406335 """""" """""" """"""
-0.17601861894962711 0.2743701306950726 -29.862970448461567 15.863485005323767 5425.566621691243 338.03876808386246 73 52 52 73.95233790017664 39 True True 2021bjy 132.38929166666665 50.86768888888889 SNIa 0.027489 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 132.38929166666665 50.86768888888889 TNS 2021bjy ZTF21aagmryd 2021bjy SNIa 0.027489 0.08408270977504273 0.26604376777112293 0.12750011662273764 0.17227850861910454 0.26604376777112293 0.36563637825186746 -20.502051475821766 -20.502051475821766 94.4543893759984 94.4543893759984 59251.27979170019 59249.26626159996 16.259903069553793 16.259903069553793 16.355009473667604 10.94686694218722 2.2052411304653634 25.786343932832654 132.384363627412 50.8741414117804 0.0042512811983516086 13.750672929933668 14.920563217055797 14.155488114373684 0.75 """""" """""" """""" """""" 11 False True all False False 0 0.7 5.635128288924602 132.38681273 50.86773968 0.2137655792389509 23.020837662947176 25.100641056227683 24.706615337371826 0.8 False False 0.3 0.7 1.5 0.02 8 3 2.0135301002301276 25.786343932832654 2.2052411304653634 0.765075102682113 11.693208319305683 -1.3393398524979965 -2.19952135929392 False 0.027489 Inputed -19.088621397452656 -19.183727801566466 """""" """""" """"""
-0.13568284317938378 0.3297158698947533 -7.800038638402702 18.194063006805884 5734.116160911819 190.93689083640214 65 47 47 74.91550930030644 61 True False 2021ldj 270.17035 37.27548888888889 SNIa 0.073 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 270.17035 37.27548888888889 TNS 2021ldj ZTF21aaxvnjy 2021ldj SNIa 0.073 -0.056644571068417804 0.24714749459157304 0.013120646291721272 0.08689602347284975 0.24714749459157304 0.42550897828319734 11.376809769798722 11.376809769798722 63.538699530507714 63.538699530507714 59345.4050925998 59334.405578699894 17.709753930531328 17.709753930531328 17.940100615681896 4.858848723741612 0.7190977791862655 1.1290832910017392 270.17068416 37.27565521 0.0037256191200848443 20.58006515469551 22.06984392018318 21.15646538579464 0.2 """""" """""" """""" """""" 0 False True all False False 0 0.7190977791862655 1.1290832910017392 270.17068416 37.27565521 0.0037256191200848443 20.58006515469551 22.06984392018318 21.15646538579464 0.2 False False 0.3 0.7 1.5 0.02 8 3 10.99951389990747 1.1290832910017392 0.7190977791862655 0.9133785343885421 1.5701387539805995 4.360089989651854 3.216364770112744 False 0.073 Inputed -19.647644710813523 -19.87799139596409 """""" """""" """"""
-0.14181121836094254 0.2346017193984775 -9.743878403815392 18.310653612974125 6308.62762145818 78.21653512922097 55 36 36 53.78604169981554 68 True True 2020abfl 41.21556666666666 46.16553888888889 SNIa 0.075 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 41.21556666666666 46.16553888888889 TNS 2020abfl ZTF20actpuan 2020abfl SNIa 0.075 -0.07177535655355882 0.7903643284025534 0.10341912262737907 0.3037332877760974 0.7903643284025534 1.412749957362287 17.33037350308934 17.33037350308934 36.4556681967262 36.4556681967262 59193.20166670019 59176.351331000216 17.774125644920762 17.774125644920762 17.961716893847562 1.2083218262647086 1.4351796945704285 3.306679797777604 41.2163724848999 46.166268423808205 0.0027388107108378135 17.875893848576546 18.425490833911894 18.055649776444437 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 1.5253083548242699 41.215662402001 46.1659573655882 0.06328447560908812 24.02086749452591 24.524473101520538 24.38041161157608 0.5 False False 0.3 0.7 1.5 0.02 8 3 16.850335699971765 3.306679797777604 1.4351796945704285 0.36984105746745755 2.3040179639437723 0.6513651889911323 0.09393288259687438 False 0.075 Inputed -19.685684529505902 -19.873275778432703 """""" """""" """"""
-0.03760074399757618 0.43793760418377103 -5.363418191918914 19.25579012695698 5309.871628835683 283.88588291749863 56 42 42 73.77137729991227 35 True False 2020xga 56.6640226482 -11.2427497073 SLSN-I 0.44 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 56.6640226482 -11.2427497073 TNS 2020xga ZTF20acilzkh 2020xga SLSN-I 0.44 0.01659666423154249 0.22521468815395096 0.0658975174288301 0.11706633799196453 0.22521468815395096 0.3414677218060511 52.471628282350345 52.471628282350345 21.29974901756193 21.29974901756193 59155.36085649999 59119.48491899995 18.988752909035938 18.988752909035938 19.051404572584858 0.43971459087717885 0.5380446706431472 4.47569946250879 56.66481079 -11.24372342 0.02938642305545447 20.88502799886465 22.473980136156083 21.223786762475967 0.55 """""" """""" """""" """""" 1 False True all False False 0 0.813495757024667 2.4036244545779724 56.66352274 -11.24229652 0.03931366232298805 22.488662409710884 22.47807665910721 21.895164630866052 0.7749999999999999 False False 0.3 0.7 1.5 0.02 8 3 35.87593750003725 4.47569946250879 0.5380446706431472 1.2501933736801156 8.318453293401829 3.485227227120145 2.1723821898911098 False 0.44 Inputed -22.548666721151577 -22.611318384700496 """""" """""" """"""
-0.20274838860137545 0.24986894498054943 -6.233789387944957 17.625079155230893 5523.630009784045 65.74399045024842 27 17 17 41.995509300380945 109 True True 2019lrc 336.61278958333 3.4753720833333 SNIa 0.041 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 336.61278958333 3.4753720833333 TNS 2019lrc ZTF19abhxllw 2019lrc SNIa 0.041 0.06765712387981182 1.2645167619379336 0.30294968859008975 0.5774621517201268 1.2645167619379336 2.177861187575054 12.587615877192896 12.587615877192896 29.40789342318805 29.40789342318805 58693.40138889989 58681.420080999844 17.270333763665562 17.270333763665562 17.27788108040673 4.66418883517831 3.6539134515576164 10.03832695149571 336.6134092961425 3.472653135845555 0.0008354081829594628 13.568646911387443 14.807965257453919 13.977041925849914 0.8800000000000001 """""" """""" """""" """""" 2 False True all False False 0 0.7 5.266286871660732 336.614155274851 3.47484133729143 0.899234973583798 26.156636890497207 17.9550632111454 22.376089988718032 0.55 False False 0.3 0.7 1.5 0.02 8 3 11.981307900045067 10.03832695149571 3.6539134515576164 0.830923331604005 2.747280986421969 -2.462368506211643 -3.300839154556815 False 0.041 Inputed -19.0410673132623 -19.048614630003467 """""" """""" """"""
-0.19093565847596206 0.1916094143498767 -8.522598402754523 17.19973251781726 5747.185816041197 128.73769004264594 95 61 61 73.90230329986662 44 True True 2020stk 16.538179166666666 -3.843963888888889 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 16.538179166666666 -3.843963888888889 TNS 2020stk ZTF20abyvtds 2020stk SNIa 0.04 -0.026393069949172343 0.4609104856236428 0.08112184644312492 0.197796562054684 0.4609104856236428 0.7678900018925177 14.180689093452225 14.180689093452225 59.721614206414394 59.721614206414394 59113.38629630022 59099.336689800024 16.61151884370989 16.61151884370989 16.72297728692644 8.235463324920017 1.6754672663440051 2.6619256312843858 16.53887516159365 -3.8442178885311202 0.0037891731883821222 18.364092847599984 18.827278064609764 18.636442133035658 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.6754672663440051 2.6619256312843858 16.53887516159365 -3.8442178885311202 0.0037891731883821222 18.364092847599984 18.827278064609764 18.636442133035658 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 14.049606500193477 2.6619256312843858 1.6754672663440051 0.1908359315741066 1.588766121998257 2.215759220899873 1.9134648461092176 False 0.04 Inputed -19.541827600554978 -19.653286043771526 """""" """""" """"""
-0.12675553759521638 0.33828407636288155 -9.379874921820667 19.193585876845336 5898.045285041768 117.65170056188421 88 63 63 41.949814800173044 75 True True 2019lsp 262.00411541666 55.383409611111 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 262.00411541666 55.383409611111 TNS 2019lsp ZTF19abhztqq 2019lsp SNIa 0.1 -0.04272636875898783 0.49206696033754227 0.07383540849522774 0.2013221526872826 0.49206696033754227 0.8360420262735531 14.13841887362745 14.13841887362745 27.811395926545593 27.811395926545593 58700.3063194002 58685.33888889989 18.791139497734648 18.791139497734648 18.904261623956852 0.3983600271894773 0.7 0.45819908483761596 262.003900942477 55.38344641946945 0.0035540375305005423 21.08674440463543 21.53604387284279 21.42011296080947 0.8937499999999999 """""" """""" """""" """""" 1 False True all False False 0 1.0848349732332194 0.19241185685448253 262.004062887477 55.38336526946945 0.008913245822677163 21.270814600549937 21.624684811134337 21.163000088238714 0.8833333333333333 False False 0.3 0.7 1.5 0.02 8 3 14.96743050031364 0.45819908483761596 0.7 0.11593091203332051 0.6545701211965943 2.744904375108142 2.5158513368526165 False 0.1 Inputed -19.379480474514075 -19.49260260073628 """""" """""" """"""
-0.1468097936558029 0.12211437715427467 -15.11471830479938 18.97954329436795 4221.7901883464 174.32181352261563 65 41 41 72.92370369983837 59 True True 2021uhk 351.5566625 1.145586111111111 SNIb 0.035 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 351.5566625 1.145586111111111 TNS 2021uhk ZTF21abplhpw 2021uhk SNIb 0.035 0.49458932106962905 0.9734634414874996 0.6045063684176739 0.7207592943270456 0.9734634414874996 1.2552593461255732 17.16485373425028 17.16485373425028 55.75884996558809 55.75884996558809 59442.337303199805 59424.38100690022 18.298684479420924 18.742303553900165 18.298684479420924 2.298694817245626 5.070342925915568 16.38927038450167 351.5578173954815 1.14118239817552 0.005167562884130561 14.812422488844394 16.398897177332643 15.147368176910877 0.9949999999999999 """""" """""" """""" """""" 7 False True all False False 0 0.7 4.316367930313015 351.555756325661 1.14637144935581 0.14860418823362864 23.140602089648247 23.549444883732797 23.226086291458607 0.3 False False 0.3 0.7 1.5 0.02 8 3 17.95629629958421 16.38927038450167 5.070342925915568 1.2515290004217654 3.232379076518223 -2.343406376567522 -3.151316302510047 False 0.035 Inputed -17.673520215939444 -17.229901141460203 """""" """""" """"""
-0.15640361347967813 0.28534916691749607 -7.971149430261 19.68232851828777 6157.230031120998 218.698315816253 21 7 7 14.002777699846774 43 True True 2021ukp 238.94178333333332 25.441158333333334 SNIa 0.14 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 238.94178333333332 25.441158333333334 TNS 2021ukp ZTF21abpomzy 2021ukp SNIa 0.14 -0.15060024560650476 0.09060360166620995 -0.09470211092775216 -0.035939919658165564 0.09060360166620995 0.22990862480606467 9.039600968169541 9.039600968169541 4.963176731677234 4.963176731677234 59434.21702549979 59425.22425930016 19.23159998354884 19.23159998354884 19.32741696823506 2.0757195677832887 0.5130907481057291 20.737014420628043 238.94418031327598 25.435820223536 0.49767002248922887 21.051296376270056 22.02536204255581 21.475902004840375 0.79375 """""" """""" """""" """""" 3 False True all False False 0 0.30640518758272683 13.51188978426281 238.938460893308 25.443413534607352 0.09527856537496238 19.641853136780263 21.950120244419576 20.676606886265276 0.0 False False 0.3 0.7 1.5 0.02 8 3 8.99276619963348 0.0 0.0 0.0 0.0 4.408400016451161 3.94258303176494 True 0.14 Inputed -19.704109899573698 -19.799926884259918 """""" """""" """"""
-0.10122695466348185 0.18402575387529943 -8.223975109927117 18.78316906357351 4530.34390472406 67.75399891671336 130 16 16 44.85111110005528 78 True True 2018cem 241.39474916666 32.663209694444 SNIc 0.0303 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 241.39474916666 32.663209694444 TNS 2018cem ZTF18aaxiuyp 2018cem SNIc 0.0303 0.42896446950097555 1.8570398352135342 0.7145136835651407 1.0438946592827598 1.8570398352135342 2.922215792877953 20.353313429753022 20.353313429753022 24.497797670302255 24.497797670302255 58281.21499999985 58269.35934029985 18.44229491566763 18.77450596234318 18.44229491566763 4.455678561101268 5.515901601453293 6.740956160433372 241.394357172463 32.6613665161428 0.0022342465092037855 14.757918223918676 15.49764208384037 14.95848267105937 1.0 """""" """""" """""" """""" 2 False True all False False 0 1.849774696046929 2.973066944050491 241.3953660537795 32.66256756927625 0.0030300675069258043 17.797002360497714 19.180067891516686 17.611428340476753 0.4666666666666667 False False 0.3 0.7 1.5 0.02 8 3 11.855659699998796 6.740956160433372 5.515901601453293 0.5391594127810002 1.2220950712132554 -3.2768638785028106 -3.483812244608261 False 0.0303 Inputed -17.214270736336275 -16.882059689660725 """""" """""" """"""
-0.1709365698449186 0.264577705057114 -8.27386010832301 17.901410368563102 5940.6602940169605 93.11808363225664 42 32 32 57.96045129979029 34 True True 2019njp 51.690667083333 1.183289 SNIa 0.0485 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 51.690667083333 1.183289 TNS 2019njp ZTF19abplfxs 2019njp SNIa 0.0485 -0.04019785141514731 0.6701492557410873 0.10916901403610879 0.2763093083614905 0.6701492557410873 1.1553819825463876 14.447082451287677 14.447082451287677 43.513368848502616 43.513368848502616 58722.440196800046 58707.49769680016 17.380484497410944 17.380484497410944 17.57960274425681 3.5410161590227807 1.577839559948774 3.33924460416656 51.6915519640048 1.183567751664185 0.0018598370840865464 17.23937558638096 17.818262325487137 17.489274042220117 0.9888888888888889 """""" """""" """""" """""" 1 False True all False False 0 0.7 2.0757628021444257 51.69111339 1.18292381 0.007560872829621479 20.686711825966835 20.665213125753404 20.776216084051132 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.942499999888241 3.33924460416656 1.577839559948774 0.32898828326701945 2.116339765416309 0.43777782807619303 -0.09032870203669319 False 0.0485 Inputed -19.10802519915309 -19.307143445998957 """""" """""" """"""
-0.19269144173911135 0.19279352619434262 -11.289570550394213 18.411951532710262 4499.973009642294 171.66185531135014 41 32 32 62.88078710017726 48 True False 2020vdu 75.235875 -17.538311111111113 SNII 0.055532 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 75.235875 -17.538311111111113 TNS 2020vdu ZTF20achnfaa 2020vdu SNII 0.055532 0.34320775543434223 0.7917687115673786 0.44587927052276655 0.5546716928252096 0.7917687115673786 1.0569698413366062 8.207603874307472 8.207603874307472 54.673183225869785 54.673183225869785 59141.357199099846 59130.40288189985 17.93038777984539 18.036073006748918 17.93038777984539 2.887527747836608 2.8181364597052663 13.049694769602791 75.23959369 -17.53906421 0.002619199215050161 14.717675109767914 15.705694220781325 15.071283815145492 0.97 """""" """""" """""" """""" 3 False True all False False 0 3.148483196162285 9.988033055495746 75.23861001 -17.53736425 0.0035467833920426184 15.605708306503296 20.807838365125654 16.295967500400543 0.9875 False False 0.3 0.7 1.5 0.02 8 3 10.954317199997604 13.049694769602791 2.8181364597052663 0.6344104056358333 4.630611383157644 -2.330378785967593 -2.859103964699898 False 0.055532 Inputed -19.054830055729884 -18.949144828826356 """""" """""" """"""
-0.1730256443281641 0.27296702265409223 -7.059106619776155 18.717598731534924 4514.492997955058 187.50088878309657 20 7 7 15.990879599936306 157 True True 2019iaf 273.34259041666 11.492795 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 273.34259041666 11.492795 TNS 2019iaf ZTF19abalrbb 2019iaf SNIa 0.05 0.2904104225648254 0.6846283088710337 0.3812692241064184 0.4771169345867925 0.6846283088710337 0.9147566063592052 7.4231446161259935 7.4231446161259935 8.567734983810313 8.567734983810313 58660.3198958002 58653.34175929986 18.339903056718082 18.614904132614733 18.339903056718082 3.198107970660912 4.5220981886102045 7.45757452102179 273.344057928753 11.4913039585276 0.0012833829196567947 14.285416119570732 15.354496087293626 14.627697749414445 0.9349999999999999 """""" """""" """""" """""" 1 True True all False False 0 3.368906519723857 7.0772191512551785 273.34434792 11.49184709 0.0012277849314519251 14.70616043009758 23.64 17.91747021355629 1.0 False False 0.3 0.7 1.5 0.02 8 3 6.97813650034368 7.45757452102179 4.5220981886102045 0.7267983378791811 1.6491403348572045 -3.260408045321107 -3.7122053073036376 False 0.05 Inputed -18.414635574457193 -18.139634498560543 """""" """""" """"""
-0.0767737141682332 0.4458792441787573 -3.2253755837440075 17.44987919416615 4968.011675644168 47.13894158126817 38 31 31 39.02344910008833 43 True True 2020aek 246.0352958333333 81.11425555555554 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 246.0352958333333 81.11425555555554 TNS 2020aek ZTF20aafcnem 2020aek SNIa 0.04 0.18620546232788016 2.2317051326675994 0.5534015350391996 1.0057031764257154 2.2317051326675994 4.029834665220303 27.33420328708698 27.33420328708698 11.68924581300135 11.68924581300135 58881.552256899886 58861.51329859998 17.415955581910286 17.430133837822325 17.415955581910286 2.0521581335444723 1.903711255796892 3.789286057204114 246.028547572945 81.11410934843084 0.0031356494738430385 17.516259518961906 18.258233748426438 18.11928548156977 0.9583333333333334 """""" """""" """""" """""" 0 False True all False False 0 1.903711255796892 3.789286057204114 246.028547572945 81.11410934843084 0.0031356494738430385 17.516259518961906 18.258233748426438 18.11928548156977 0.9583333333333334 False False 0.3 0.7 1.5 0.02 8 3 20.03895829990506 3.789286057204114 1.903711255796892 0.13894826685666928 1.9904731064995054 0.8280999106041129 0.703329899659483 False 0.04 Inputed -18.848849305571132 -18.834671049659093 """""" """""" """"""
-0.11474836709382784 0.3498128315605593 -6.667326312731737 18.786234268971736 5945.110457522232 102.88075579132857 44 26 26 43.98931710002944 53 True True 2021nrr 200.32676666666666 12.401091666666668 SNIa 0.092 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 200.32676666666666 12.401091666666668 TNS 2021nrr ZTF21abcmcuq 2021nrr SNIa 0.092 -0.07231252734754179 0.5409489059613151 0.058626088439091006 0.2037356480039776 0.5409489059613151 0.9492353774984252 12.466149552827394 12.466149552827394 31.523167547202043 31.523167547202043 59371.19197920011 59361.21207180014 18.380976204154248 18.380976204154248 18.531716597643737 1.2538524540656069 2.0245520527137026 2.1976974623852588 200.326156466165 12.401223966548699 0.005259928034303529 18.602588275266886 19.11757246441364 18.800778708161115 0.99 """""" """""" """""" """""" 0 False True all False False 0 2.0245520527137026 2.1976974623852588 200.326156466165 12.401223966548699 0.005259928034303529 18.602588275266886 19.11757246441364 18.800778708161115 0.99 False False 0.3 0.7 1.5 0.02 8 3 9.979907399974763 2.1976974623852588 2.0245520527137026 0.31679375625252604 1.0855228243894606 0.7365962602593932 0.2690621105173783 False 0.092 Inputed -19.567318004758636 -19.718058398248125 """""" """""" """"""
-0.14870673978437784 0.2544084961511277 -17.725560944191585 18.386426462097248 4807.059413180741 156.8275026574444 75 26 26 68.83606489980593 43 True True 2020dxr 176.10618749999998 53.571555555555555 SNIa 0.055238 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 176.10618749999998 53.571555555555555 TNS 2020dxr ZTF20aasfdfr 2020dxr SNIa 0.055238 0.3114110403787258 0.7988519406184054 0.4220086092558262 0.5398654934056495 0.7988519406184054 1.0916051964632913 16.498949606738506 16.498949606738506 52.33711529306743 52.33711529306743 58936.426666699816 58911.406944400165 18.311190549742573 18.44051250602859 18.311190549742573 2.0029507982353314 3.8253236086459528 1.263064369614113 176.10677341238699 53.57151034215965 0.0019786321386062733 15.943333283788562 16.731819659226538 16.231925155858995 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.8253236086459528 1.263064369614113 176.10677341238699 53.57151034215965 0.0019786321386062733 15.943333283788562 16.731819659226538 16.231925155858995 1.0 False False 0.3 0.7 1.5 0.02 8 3 25.01972229965031 1.263064369614113 3.8253236086459528 0.4998945033675426 0.33018497226204585 -1.7086928468020517 -2.0792653938835777 False 0.055238 Inputed -18.662351935455057 -18.53302997916904 """""" """""" """"""
-0.06193317436101066 0.19205462517600985 -22.881067393121782 18.717501928573824 4723.383265486177 106.93976654596943 75 29 29 73.82374999998137 57 True False 2020dya 216.90540416666664 69.68641111111111 SNII 0.030074 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 216.90540416666664 69.68641111111111 TNS 2020dya ZTF20aasijew 2020dya SNII 0.030074 0.5227163844090583 1.3739124311465574 0.7078195388097583 0.9104574235569238 1.3739124311465574 1.9255349472581784 27.751717009760302 27.751717009760302 46.072032990221075 46.072032990221075 58936.449502300005 58912.457939799875 18.34863083246569 18.616933617431943 18.34863083246569 3.5533826387509673 0.7 0.3698802671596345 216.9056463 69.68635203 0.003427442903483846 21.08404829657674 18.614259604370595 17.37779429585934 0.95 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.3698802671596345 216.9056463 69.68635203 0.003427442903483846 21.08404829657674 18.614259604370595 17.37779429585934 0.95 False False 0.3 0.7 1.5 0.02 8 3 23.991562500130385 0.3698802671596345 0.7 1.2364653085112565 0.5284003816566207 -0.0026740130613482904 -0.9708365366063525 False 0.030074 Inputed -17.291556130201116 -17.023253345234863 """""" """""" """"""
-0.15747433940956293 0.3869396770276512 -5.91260183164069 16.81985485790867 5861.929486516449 313.5010746756418 41 19 19 20.982256999704987 45 True True 2021kmc 121.68266666666665 54.478100000000005 SNIa 0.032588 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 121.68266666666665 54.478100000000005 TNS 2021kmc ZTF21aawxqia 2021kmc SNIa 0.032588 -0.11232004093688275 0.05655038006946356 -0.07225927579345282 -0.03078484297134665 0.05655038006946356 0.14998198293560705 15.076287348357845 15.076287348357845 5.905969651347142 5.905969651347142 59340.17803240009 59325.21861110022 16.45218305559248 16.45218305559248 16.62705734539741 1.0220562133703908 2.095284681218708 2.9825588620135184 121.681586203631 54.4786406575383 0.002240670741115558 17.187611953005792 17.809128396286965 17.37878624746561 0.9833333333333334 """""" """""" """""" """""" 0 False True all False False 0 2.095284681218708 2.9825588620135184 121.681586203631 54.4786406575383 0.002240670741115558 17.187611953005792 17.809128396286965 17.37878624746561 0.9833333333333334 False False 0.3 0.7 1.5 0.02 8 3 14.959421299863607 2.9825588620135184 2.095284681218708 0.4303421488213566 1.4234623527523398 1.3569453406944838 0.7517289020681979 False 0.032588 Inputed -19.188810188856426 -19.363684478661355 """""" """""" """"""
-0.05091034897978707 0.349898188538369 -33.08380344365719 17.297500735473 4551.952706897297 304.5317951033582 13 13 13 69.81657409993932 63 True True 2018fus 315.630375 -5.625011 SNII 0.025 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 315.630375 -5.625011 TNS 2018fus ZTF18abskoyh 2018fus SNII 0.025 0.39778275221690507 0.6455480574309114 0.45674284537047427 0.5176565680916099 0.6455480574309114 0.7818801522925583 -12.457092416344278 -12.457092416344278 82.2736665162836 82.2736665162836 58363.2884837999 58363.2884837999 17.20782083611371 17.92529928677292 17.20782083611371 1.7857688171418824 2.4584079970241888 6.106340238698182 315.629033717325 -5.62396440782709 0.012303717608485032 18.326338223918675 18.64007756561756 18.387130485737323 0.93 """""" """""" """""" """""" 0 False True all False False 0 2.4584079970241888 6.106340238698182 315.629033717325 -5.62396440782709 0.012303717608485032 18.326338223918675 18.64007756561756 18.387130485737323 0.93 False False 0.3 0.7 1.5 0.02 8 3 0.0 6.106340238698182 2.4584079970241888 0.25294707988023646 2.4838595733863866 0.7147782788446406 1.1793096496236117 False 0.025 Inputed -18.02836393479403 -17.310885484134822 """""" """""" """"""
-0.011992046434079513 0.22077606374220346 -6.015821455674944 19.658128778835856 5225.510398075739 321.9104205606675 75 33 33 73.83113429974765 38 True True 2020abjx 33.759583 -8.628806 SLSN-I 0.39 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 33.759583 -8.628806 TNS 2020abjx ZTF20aceicyy 2020abjx SLSN-I 0.39 0.03849651056545511 0.22388895127122765 0.08261019978325379 0.1281897409078958 0.22388895127122765 0.3258869034413152 191.76200873460613 191.76200873460613 -117.93087443485848 -117.93087443485848 59183.210243099835 59111.39976850012 19.29674587135704 19.29674587135704 19.54769270060033 0.5744398775775997 0.25372307987384013 16.554741577506352 33.755878002494796 -8.631586044505674 0.3608883721360303 21.079669808021784 24.73380998836994 22.390828987835647 0.1357142857142857 """""" """""" """""" """""" 1 False True all False False 0 0.27822707149354586 13.92525492163407 33.76325839127445 -8.630131903337581 0.25466963435411805 20.980366831617353 24.020115903015135 23.419337677110434 0.024999999999999998 False False 0.3 0.7 1.5 0.02 8 3 71.8104745997116 0.0 0.0 0.0 0.0 4.343254128642961 3.72230729939967 True 0.39 Inputed -21.781513390510877 -22.032460219754167 """""" """""" """"""
-0.15372001519060968 0.27083787026041106 -4.24064842414429 19.57150542276759 5758.225501228379 198.18019867075893 30 11 11 13.013205999974161 49 True False 2020zpj 340.9109708333333 -14.067908333333333 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 340.9109708333333 -14.067908333333333 TNS 2020zpj ZTF20acqjmzk 2020zpj SNIa 0.1 -0.08687634379316478 0.19742058691556252 -0.02142256460371783 0.04767975764116983 0.19742058691556252 0.3635730598306992 11.195097843497612 11.195097843497612 1.8181081564765496 1.8181081564765496 59172.11780089978 59165.17954860022 19.133458234599374 19.133458234599374 19.213931028094066 0.3142367510765724 1.5752430608794599 0.5178887479622573 340.91102734 -14.06804134 0.0011946054028666442 17.61432990334034 18.559546935391428 17.94010667054653 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.5752430608794599 0.5178887479622573 340.91102734 -14.06804134 0.0011946054028666442 17.61432990334034 18.559546935391428 17.94010667054653 1.0 False False 0.3 0.7 1.5 0.02 8 3 6.938252299558371 0.5178887479622573 1.5752430608794599 0.6194402648448971 0.32876751583537805 -0.5739112992079463 -1.2738243575475359 False 0.1 Inputed -19.06981107037686 -19.150283863871554 """""" """""" """"""
-0.07997372868829995 0.2428198153055403 -16.106045180165072 17.0001292392304 6447.50304867155 168.092339519005 103 55 55 73.8738195002079 54 True True 2020vef 55.54774583333333 -0.35345 SNII 0.0256 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 55.54774583333333 -0.35345 TNS 2020vef ZTF20achusux 2020vef SNII 0.0256 -0.13462732288394008 0.19349171088592243 -0.06026838857845718 0.01904490911452683 0.19349171088592243 0.3907114243535261 36.52840658340186 36.52840658340186 37.34541291680604 37.34541291680604 59165.3642477002 59130.42855319986 16.43147715978422 16.43147715978422 16.620827726228015 1.2294453688944327 2.026972500163978 22.51184105362747 55.55394630231275 -0.3542619583859195 0.009570875511173194 15.175563097214699 15.459237643671036 15.415834532072545 0.9833333333333335 """""" """""" """""" """""" 11 True True all False False 0 0.7 2.6780744180080815 55.5484650776228 -0.353640023111658 0.010887141436782488 20.673632418198586 20.537332995624542 20.6618480235672 0.4 False False 0.3 0.7 1.5 0.02 8 3 34.935694500338286 22.51184105362747 2.026972500163978 0.04340311159849186 11.106140340732944 -0.9722395161131825 -1.2049931941554703 False 0.0256 Inputed -18.66718336372063 -18.856533930164424 """""" """""" """"""
-0.49376055706660976 0.5577443370368957 -0.9757582365007378 16.706872340686587 7025.141033976431 118.03849138568938 13 5 5 5.979155099950731 97 True True 2018ftw 260.23592291666 7.8093761111111 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 260.23592291666 7.8093761111111 TNS 2018ftw ZTF18absrffm 2018ftw CV 0.0 -0.32519449904822295 0.08469575293801412 -0.23672207484048258 -0.13935420498015816 0.08469575293801412 0.352449176875858 3.287030907591191 3.287030907591191 2.6921241923595396 2.6921241923595396 58368.22874999978 58365.14842589991 16.312867084342162 16.312867084342162 16.611414834660742 13.994510036139229 0.7403680097851791 0.11078197928169915 260.23591705 7.80940633 0.0045100852015058646 21.379897864818574 21.14489874343872 21.984735407209396 0.15 """""" """""" """""" """""" 0 False True all False False 0 0.7403680097851791 0.11078197928169915 260.23591705 7.80940633 0.0045100852015058646 21.379897864818574 21.14489874343872 21.984735407209396 0.15 False False 0.3 0.7 1.5 0.02 8 3 3.0803240998648107 0.11078197928169915 0.7403680097851791 -0.8398366637706758 0.14963096435493345 4.8320316590965575 5.3733205725486535 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.1732671041536933 0.2441090578321356 -9.344518660239395 18.329183354987492 5738.521296741457 190.28775025833568 19 18 18 65.92090279981494 32 True True 2018hzd 354.2539825 21.431498805555 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 354.2539825 21.431498805555 TNS 2018hzd ZTF18acbxmvy 2018hzd SNIa 0.05 -0.04690953265542319 0.2604424285811291 0.023665743315930854 0.09830279824358712 0.2604424285811291 0.44093077887561805 10.837811506860369 10.837811506860369 55.08309129295457 55.08309129295457 58437.227303199936 58425.18350689998 17.778821433352952 17.778821433352952 17.958754712300934 2.135318660864122 1.0459965527292823 0.5917019453212501 354.2540645424085 21.43135326369865 0.006109598650459125 20.776904815474747 21.394249303507806 21.013991077970267 0.9277777777777777 """""" """""" """""" """""" 0 False True all False False 0 1.0459965527292823 0.5917019453212501 354.2540645424085 21.43135326369865 0.006109598650459125 20.776904815474747 21.394249303507806 21.013991077970267 0.9277777777777777 False False 0.3 0.7 1.5 0.02 8 3 12.043796299956739 0.5917019453212501 1.0459965527292823 0.3802582255375384 0.5656825003651712 3.6154278701548535 3.0552363656693338 False 0.05 Inputed -18.795783918874342 -18.975717197822323 """""" """""" """"""
-0.15792030311734045 0.5059035454694136 -3.773191331371547 16.64159374808223 5850.536991379357 117.56785696669925 52 29 29 30.071018499787897 53 True True 2021klg 139.59963333333332 39.38095833333333 SNIa 0.02758 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 139.59963333333332 39.38095833333333 TNS 2021klg ZTF21aaxgzln 2021klg SNIa 0.02758 -0.0934303822853515 0.42037055829739245 0.01837297180415831 0.1407865657509717 0.42037055829739245 0.7516613434120458 10.544907915246629 10.544907915246629 19.526110584541268 19.526110584541268 59338.18178239977 59328.17857640004 16.39437437177393 16.39437437177393 16.53101507477789 2.9558386433937014 2.6931347775583627 2.907431563408964 139.598687611577 39.3813017070657 0.0005362157553796543 14.846695093114972 15.974710426567793 15.224585106995105 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.6931347775583627 2.907431563408964 139.598687611577 39.3813017070657 0.0005362157553796543 14.846695093114972 15.974710426567793 15.224585106995105 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 10.003205999732018 2.907431563408964 2.6931347775583627 0.7501253195726871 1.079571504417943 -0.41966394520613903 -1.306429967782785 False 0.02758 Inputed -18.919841652121814 -19.056482355125773 """""" """""" """"""
-0.08181590235015793 0.39638233935218004 -26.181225567716297 16.820406489451422 6066.2836977580255 148.84039122087913 34 25 25 67.90178239997476 138 True True 2019wka 48.667291666666664 -0.8713000000000001 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 48.667291666666664 -0.8713000000000001 TNS 2019wka ZTF19acyltbi 2019wka SNIa 0.04 0.04974669679674193 0.48613923772882117 0.14782358502033688 0.25299500034892475 0.48613923772882117 0.7524385366251636 -8.904115476969205 -8.904115476969205 76.80589787694397 76.80589787694397 58837.21496530017 58831.24832180003 16.641454108380096 16.641454108380096 16.78216181947392 8.419634035181613 1.0337845549250275 2.5551071887071974 48.667294590013995 -0.870590254022156 0.008997399037882214 20.200293371236324 20.35211291378021 20.24520326996803 0.9611111111111111 """""" """""" """""" """""" 0 False True all False False 0 1.0337845549250275 2.5551071887071974 48.667294590013995 -0.870590254022156 0.008997399037882214 20.200293371236324 20.35211291378021 20.24520326996803 0.9611111111111111 False False 0.3 0.7 1.5 0.02 8 3 5.9666435001417994 2.5551071887071974 1.0337845549250275 0.10690964381218038 2.4716051101116516 3.710658805400115 3.46304145049411 False 0.04 Inputed -19.482643068007498 -19.623350779101322 """""" """""" """"""
-0.12577983964720826 0.40244509482491475 -8.39270528262351 18.4225360857511 5231.744954200325 204.33602439443086 31 12 12 43.92421289999038 67 True True 2020tko 315.9341708333333 7.294538888888889 SNIa 0.064 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 315.9341708333333 7.294538888888889 TNS 2020tko ZTF20abypkpz 2020tko SNIa 0.064 0.06843444402768029 0.37846418473868226 0.1401734961777592 0.21566180990678063 0.37846418473868226 0.5580550857816426 14.918015512037709 14.918015512037709 29.00619738795267 29.00619738795267 59114.2799769002 59098.2056828998 18.212150377655608 18.219987195944952 18.212150377655608 0.7514555993372717 1.0787462378883312 0.25871543333889946 315.9341000419625 7.2945541862253 0.00018012814039258807 16.136670795471666 16.989360758063793 16.549673430881498 0.885 """""" """""" """""" """""" 0 False True all False False 0 1.0787462378883312 0.25871543333889946 315.9341000419625 7.2945541862253 0.00018012814039258807 16.136670795471666 16.989360758063793 16.549673430881498 0.885 False False 0.3 0.7 1.5 0.02 8 3 16.074294000398368 0.25871543333889946 1.0787462378883312 0.43968732718229475 0.23982974331881837 -1.2306264378811598 -1.6624769467741096 False 0.064 Inputed -19.08548150602096 -19.077644687731617 """""" """""" """"""
-0.14041825948281264 0.28650007060233196 -7.506490858882915 18.013213898861505 5632.47270693764 132.8791924126158 44 29 29 71.96187500003725 55 True True 2020asq 245.44291666666666 50.7278 SNIa 0.055 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 245.44291666666666 50.7278 TNS 2020asq ZTF20aahpwym 2020asq SNIa 0.055 -0.012440413748265655 0.4623150405078924 0.09275022519342357 0.20659190668450123 0.4623150405078924 0.7592328726383144 18.39829949325965 18.39829949325965 53.5635755067776 53.5635755067776 58881.518912000116 58864.51621530019 17.550228799318955 17.550228799318955 17.660280669271728 3.6920635863663196 1.1511479742287525 0.7221094732535448 245.443060250318 50.72762118767365 0.004195687726399333 20.00673557590663 20.7283631338048 20.221029116494655 0.8700000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.1511479742287525 0.7221094732535448 245.443060250318 50.72762118767365 0.004195687726399333 20.00673557590663 20.7283631338048 20.221029116494655 0.8700000000000001 False False 0.3 0.7 1.5 0.02 8 3 17.002696699928492 0.7221094732535448 1.1511479742287525 0.5073340173101428 0.627295091004564 3.1781343344858435 2.5607484472229274 False 0.055 Inputed -19.30376523741319 -19.413817107365965 """""" """""" """"""
-0.13626422159687357 0.4509435775548162 -4.745517409362005 18.695662738555992 5688.138198912208 233.5792344643547 56 32 32 18.051921300124377 34 True True 2020chn 170.31061249999996 38.77209444444444 SNIa 0.0864 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 170.31061249999996 38.77209444444444 TNS 2020chn ZTF18aalxmaq 2020chn SNIa 0.0864 -0.07270054878868493 0.1673640085549124 -0.01672497233690251 0.041884285219239814 0.1673640085549124 0.3044819210136964 9.230031849216044 9.230031849216044 8.821889450908333 8.821889450908333 58899.36753469985 58891.23660880001 18.388354929146352 18.388354929146352 18.545384035669706 0.44262251671048397 2.0564270453381583 1.0931370733363912 170.3102494869025 38.771984435252946 0.00036376199269050336 15.292561270917654 16.392678495262864 15.65239456220746 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.0564270453381583 1.0931370733363912 170.3102494869025 38.771984435252946 0.00036376199269050336 15.292561270917654 16.392678495262864 15.65239456220746 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 8.130925899837166 1.0931370733363912 2.0564270453381583 0.7402839330554034 0.5315710449415122 -1.9956764338834887 -2.8929894734622454 False 0.0864 Inputed -19.41468280545011 -19.571711911973463 """""" """""" """"""
-0.21724298337480508 0.18030992621745795 -7.4184740562966605 18.533855227326324 6021.883722481399 109.08900231409493 107 76 76 48.029849499929696 47 True True 2021ibn 132.55866666666668 37.02696944444445 SNII 0.044 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 132.55866666666668 37.02696944444445 TNS 2021ibn ZTF21aasfseg 2021ibn SNII 0.044 -0.0845581238128652 0.48128284356334916 0.03729105034501501 0.17159616306059178 0.48128284356334916 0.8526225511365269 8.471741205211558 8.471741205211558 39.55810829471814 39.55810829471814 59316.21959490003 59308.21491899993 17.87969159780334 17.87969159780334 18.0342962353598 2.752642043406797 3.851848469130092 24.921327241928147 132.56009243680148 37.0201410846591 0.010776260796106385 14.986732453438044 15.935195467815399 15.35081586823106 1.0 """""" """""" """""" """""" 8 False True all False False 0 0.7355784514044585 8.892889917673463 132.55753589 37.02926883 0.31885639579966074 22.47902783099413 23.64 24.73214268385172 0.6 False False 0.3 0.7 1.5 0.02 8 3 8.004675900097936 24.921327241928147 3.851848469130092 0.5843795995843397 6.4699656390056335 -1.9444961299879413 -2.683480367128741 False 0.044 Inputed -18.439561016106563 -18.594165653663023 """""" """""" """"""
-0.5265118239864995 0.5257416460418984 -5.917822451373652 17.10924493503501 5468.35634675742 206.33020851484852 23 7 7 5.996365700382739 54 True False 2021plg 219.82142916666666 -18.07746388888889 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 219.82142916666666 -18.07746388888889 TNS 2021plg ZTF21abexegc 2021plg CV 0.0 -0.010074482027565779 0.2791934944146668 0.05682916955785444 0.12725169655714197 0.2791934944146668 0.44687780863613824 -4.678336211537129 -4.678336211537129 10.674701911919868 10.674701911919868 59373.25285879988 59373.23451389978 17.720790766451007 17.720790766451007 17.782963181496925 12.483071051295928 0.767069612689753 4.152490096892864 219.82128608 -18.07860931 0.06087192887344761 21.967814623570444 23.64 23.259556735992433 0.26666666666666666 """""" """""" """""" """""" 0 False True all False False 0 0.767069612689753 4.152490096892864 219.82128608 -18.07860931 0.06087192887344761 21.967814623570444 23.64 23.259556735992433 0.26666666666666666 False False 0.3 0.7 1.5 0.02 8 3 0.018344900105148554 4.152490096892864 0.767069612689753 0.38044326400756745 5.413446222086716 5.919209233548994 5.476593554495508 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.13585638642196896 0.3132813115726113 -7.030521723688189 18.58633686324329 5484.3260174717225 236.50092530716836 33 14 14 55.79553240025416 39 True False 2020qvv 344.00176666666664 -19.29408888888889 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 344.00176666666664 -19.29408888888889 TNS 2020qvv ZTF20abpucsd 2020qvv SNIa 0.08 -0.012587415629401022 0.23597693670539854 0.04547230956496051 0.1061936434451809 0.23597693670539854 0.377499547390336 17.41061191128595 17.41061191128595 38.384920488968206 38.384920488968206 59073.35505789984 59057.45716439979 18.29123843614247 18.29123843614247 18.326062146535094 0.6686858484296144 1.6224762515804938 5.801983783673316 344.00251337 -19.29263949 0.0015284561495314541 16.008527257323266 16.97695787682533 16.34793874692917 0.9700000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.6224762515804938 5.801983783673316 344.00251337 -19.29263949 0.0015284561495314541 16.008527257323266 16.97695787682533 16.34793874692917 0.9700000000000001 False False 0.3 0.7 1.5 0.02 8 3 15.897893500048667 5.801983783673316 1.6224762515804938 0.6290191298961609 3.5760053671179852 -1.3142805593171403 -1.9781233996059235 False 0.08 Inputed -19.463871875536285 -19.498695585928907 """""" """""" """"""
-0.15150912076471415 0.436425709505383 -35.606565048323944 16.05730528364891 7049.049263881124 458.4396548085025 84 49 49 33.01137730013579 86 True False 2018hnv 272.56393916666 39.663606361111 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 272.56393916666 39.663606361111 TNS 2018hnv ZTF18acbwhls 2018hnv CV 0.0 -0.2570072523347733 -0.15866588150650074 -0.2333197754842402 -0.20904108799433274 -0.15866588150650074 -0.10579251022337033 -30.090465972874338 -30.090465972874338 63.10184327301013 63.10184327301013 59012.3212731001 59012.27769679995 16.509091279490125 16.509091279490125 16.96230602125819 23.734943417153836 0.9558130056635445 0.04630697160900703 272.5639264 39.66361466 0.03233926685707822 23.32535812577009 22.874148096609115 22.938991914629938 0.15 """""" """""" """""" """""" 0 False True all False False 0 0.9558130056635445 0.04630697160900703 272.5639264 39.66361466 0.03233926685707822 23.32535812577009 22.874148096609115 22.938991914629938 0.15 False False 0.3 0.7 1.5 0.02 8 3 0.04357630014419556 0.04630697160900703 0.9558130056635445 -0.0648438180208224 0.04844773123468832 6.36505681711899 5.976685893371748 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.11786322050843911 0.46788961149156094 -2.2336194676151937 19.077568548760848 5498.724022637676 83.63164325482765 81 44 44 33.89063660008833 51 True True 2020tip 356.6939416666666 25.558091666666666 SNIa 0.095 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 356.6939416666666 25.558091666666666 TNS 2020tip ZTF20abzjpsv 2020tip SNIa 0.095 -0.02013698520544338 0.8042162798171759 0.14997550927746062 0.34259302245590106 0.8042162798171759 1.3851311509155586 13.155612112669704 13.155612112669704 20.735024487418624 20.735024487418624 59115.26881940011 59106.32369210012 18.873931946187383 18.873931946187383 18.89882893557407 0.4851805192911161 1.6760141691542219 0.9543295287866719 356.69371906593153 25.5582647139363 0.0011218255109002317 17.30086519362569 17.964281250634194 17.57477197556257 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.6760141691542219 0.9543295287866719 356.69371906593153 25.5582647139363 0.0011218255109002317 17.30086519362569 17.964281250634194 17.57477197556257 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 8.94512729998678 0.9543295287866719 1.6760141691542219 0.3895092750716245 0.5694042128941318 -0.9096506955531893 -1.3240569600115002 False 0.095 Inputed -19.27126079757119 -19.296157786957878 """""" """""" """"""
-0.17073062943416606 0.3622665271260308 -7.593658771049334 18.466381476008976 5905.152368929719 144.168060002556 47 26 26 33.855474499985576 32 True False 2020zgc 21.07084583333333 -19.431844444444447 SNIa 0.068 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 21.07084583333333 -19.431844444444447 TNS 2020zgc ZTF20acpkpla 2020zgc SNIa 0.068 -0.07918012538283747 0.3306000712070336 0.012325578966873252 0.11086258484229106 0.3306000712070336 0.5833686450335698 8.334536245318908 8.334536245318908 25.520938254666667 25.520938254666667 59174.25203699991 59164.27107639983 18.0674519059971 18.0674519059971 18.193087507984085 1.0430381315114923 2.188674661372711 1.2610817592880461 21.07051834 -19.43200976 0.0016382011447432232 17.09470654837489 17.70308544894457 17.320268976902963 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.188674661372711 1.2610817592880461 21.07051834 -19.43200976 0.0016382011447432232 17.09470654837489 17.70308544894457 17.320268976902963 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.980960600078106 1.2610817592880461 2.188674661372711 0.3828164720416076 0.5761851140073557 -0.36436645705252957 -0.8728185310811227 False 0.068 Inputed -19.238156493984963 -19.36379209597195 """""" """""" """"""
-0.005950758935976474 0.43788228322496536 -21.30008420986269 17.62786899341425 4714.875447450991 187.6803098416721 33 17 17 69.95953710004687 123 True True 2020ckb 283.774875 39.525988999999 SNIIP 0.02503 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 283.774875 39.525988999999 TNS 2020ckb ZTF20aanadof 2020ckb SNIIP 0.02503 0.34504668845667297 0.7516472585907081 0.438820943418051 0.5377002935880313 0.7516472585907081 0.9887522502138459 117.47299891670366 117.47299891670366 -47.513461816656786 -47.513461816656786 58892.52726850007 58892.52726850007 17.60410745713453 17.78727139676452 17.60410745713453 1.865438361859919 7.902068070003284 10.159538687347704 283.77298596742446 39.52840585958615 0.0025086572916238614 13.926690200850963 14.651155930280686 14.140863958292007 1.0 """""" """""" """""" """""" 5 True True all False False 0 0.9545713458586429 0.37922116214335355 283.77500839 39.52601159 0.0022471087459332573 19.749119837427138 20.429171974658967 20.81716260509491 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 10.159538687347704 7.902068070003284 0.5102919719886785 1.2856809884888123 -3.136115466483835 -3.4632434988425214 False 0.02503 Inputed -17.634697856693265 -17.451533917063273 """""" """""" """"""
-0.13975915107925319 0.1159318977077061 -24.35926954234294 18.528333025041256 4838.08594852287 173.621516186858 40 21 21 73.94409719994292 30 True True 2020chy 134.62031291666 0.874619 SNII 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 134.62031291666 0.874619 TNS 2020chy ZTF20aamamnp 2020chy SNII 0.05 0.34678319094784626 0.7906001633953537 0.4484742991572297 0.5561555075276914 0.7906001633953537 1.0525056242030573 22.01801824443531 22.01801824443531 51.926078955507606 51.926078955507606 58912.207013899926 58881.24733800022 18.08026768600644 18.11613010685832 18.08026768600644 1.1865323786900377 1.0451641297555463 2.544827849099579 134.61966095865802 0.8748924093448075 0.005201266694307871 19.471413182439804 19.720598271849155 19.7148698039937 0.9928571428571429 """""" """""" """""" """""" 0 False True all False False 0 1.0451641297555463 2.544827849099579 134.61966095865802 0.8748924093448075 0.005201266694307871 19.471413182439804 19.720598271849155 19.7148698039937 0.9928571428571429 False False 0.3 0.7 1.5 0.02 8 3 30.95967589970678 2.544827849099579 1.0451641297555463 0.0057284678554552215 2.434859537032513 1.6044681649908341 1.63460211798726 False 0.05 Inputed -18.674270945168836 -18.638408524316954 """""" """""" """"""
-0.11173207171133234 0.3242359772169025 -2.707185535662845 18.535580017319237 5687.662004009783 61.378554995386125 46 25 25 37.87144669983536 62 True False 2020zfp 13.3118875 37.793908333333334 SNIa 0.091 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 13.3118875 37.793908333333334 TNS 2020zfp ZTF20acpkled 2020zfp SNIa 0.091 -0.041806083891035684 1.170720261665089 0.19137659761926784 0.4672383685935948 1.170720261665089 2.1263847151076085 11.335046829281172 11.335046829281172 26.536399870554188 26.536399870554188 59168.2260532002 59164.264039400034 18.224352038550435 18.224352038550435 18.28896183469593 2.002257052151784 3.2319119443339024 2.980557656062092 13.31186631 37.79308057 0.001349705373835941 15.664867081522942 16.27683429028988 15.86883304746151 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.2319119443339024 2.980557656062092 13.31186631 37.79308057 0.001349705373835941 15.664867081522942 16.27683429028988 15.86883304746151 1.0 False False 0.3 0.7 1.5 0.02 8 3 3.962013800162822 2.980557656062092 3.2319119443339024 0.40800124282836947 0.9222273711038205 -1.9475177482605552 -2.420128787234418 False 0.091 Inputed -19.785879497626684 -19.850489293772178 """""" """""" """"""
-0.019161157841742358 0.28960086553801356 -15.63982734097699 20.324659491091662 3946.7880334451693 248.23738727457868 41 10 10 40.99199080001563 32 True False 2020vpg 24.5174710924 34.7244189856 SLSN-I 0.257 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 24.5174710924 34.7244189856 TNS 2020vpg ZTF20acjmsdu 2020vpg SLSN-I 0.257 0.5776705813984577 0.9167626826218687 0.6575539696122483 0.7406274765657237 0.9167626826218687 1.1069548513074103 70.0516066759708 70.0516066759708 -29.059615875955174 -29.059615875955174 59150.27894680016 59129.26270829979 20.06577151759632 20.726790995603512 20.06577151759632 0.331471889346612 1.7313709772837609 2.607037371897623 24.51689594 34.72387038 0.0038591863145925887 18.354703670847417 19.532548568058015 18.633993901586532 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.7313709772837609 2.607037371897623 24.51689594 34.72387038 0.0038591863145925887 18.354703670847417 19.532548568058015 18.633993901586532 1.0 False False 0.3 0.7 1.5 0.02 8 3 21.016238500364125 2.607037371897623 1.7313709772837609 0.8985546664714832 1.5057647414118263 -1.1942424275454968 -1.4317776160097893 False 0.257 Inputed -20.325549266075225 -19.664529788068034 """""" """""" """"""
-0.15115954306084373 0.3023213629440552 -0.833208490593035 18.125917488061738 4848.196620510929 123.47145943518454 13 11 11 45.93893520021811 29 True False 2020ftd 193.26899999999995 -15.451527777777777 SNIa 0.042446 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 193.26899999999995 -15.451527777777777 TNS 2020ftd ZTF20aaummmc 2020ftd SNIa 0.042446 0.12949799354664293 0.7019367620573576 0.25559636661002827 0.392562637032114 0.7019367620573576 1.063866656877451 7.08071270448994 7.08071270448994 38.85822249572817 38.85822249572817 58941.3577083 58941.3577083 18.07114513083661 18.163020473772512 18.07114513083661 4.910795145426742 1.7161222636043976 6.230978308518912 193.26782101 -15.45022225 0.00113801076296427 15.441747136688232 20.148348343157767 15.464859023952485 0.8 """""" """""" """""" """""" 0 False True all False False 0 1.7161222636043976 6.230978308518912 193.26782101 -15.45022225 0.00113801076296427 15.441747136688232 20.148348343157767 15.464859023952485 0.8 False False 0.3 0.7 1.5 0.02 8 3 0.0 6.230978308518912 1.7161222636043976 4.683489319205282 3.6308475454609477 1.9853278693852552 -2.6062861068841237 False 0.042446 Inputed -18.323823496019607 -18.231948153083703 """""" """""" """"""
-0.16354693344016213 0.18706765205636916 -13.894034072793575 19.211953049915632 5199.550558642909 94.72570314824745 93 47 47 43.96758099971339 41 True True 2021euj 169.52289583333334 18.799669444444447 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 169.52289583333334 18.799669444444447 TNS 2021euj ZTF21aaomuka 2021euj SNIa 0.07 0.23780294222619602 1.0790835819673141 0.416587494943915 0.6152315572984222 1.0790835819673141 1.645282375686378 13.32815839216179 13.32815839216179 30.6394226075516 30.6394226075516 59297.25717590004 59280.284548600204 18.764921211159493 18.77543570317818 18.764921211159493 0.9412990461613389 3.714199046532657 9.032837644146053 169.524955383497 18.79809007085235 0.002495522999405031 15.167523069883586 16.065198460247515 15.510300525914431 1.0 """""" """""" """""" """""" 2 False True all False False 0 0.7 3.4461349348316426 169.523833214017 18.8000284958535 0.038239913699876005 21.79857592775822 21.91234264158726 22.010210100198986 0.19999999999999998 False False 0.3 0.7 1.5 0.02 8 3 16.972627299837768 9.032837644146053 3.714199046532657 0.5548979343330842 2.4319745740548133 -2.7102372429306634 -3.2546206852450617 False 0.07 Inputed -18.730244740431303 -18.719730248412617 """""" """""" """"""
-0.16814022101384024 0.2640904611167457 -10.03288515625888 18.608282616322903 5967.922045539089 106.52924748686544 59 39 39 55.93552080029622 52 True True 2021pmt 331.67483749999997 27.453475 SNIa 0.084 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 331.67483749999997 27.453475 TNS 2021pmt ZTF21abfqisi 2021pmt SNIa 0.084 -0.03921601605570402 0.5644225309872617 0.09050235371910276 0.23366628910384435 0.5644225309872617 0.9620933251301906 14.917376997403926 14.917376997403926 41.01814380289229 41.01814380289229 59391.440775500145 59374.40928239981 18.124870638552405 18.124870638552405 18.28629298867183 1.357157099588478 1.0156084582451068 1.0122466343799263 331.674722842793 27.453212874303702 0.007591755185034188 20.9506895653224 21.28985104933262 20.96898382802725 0.96875 """""" """""" """""" """""" 0 False True all False False 0 1.0156084582451068 1.0122466343799263 331.674722842793 27.453212874303702 0.007591755185034188 20.9506895653224 21.28985104933262 20.96898382802725 0.96875 False False 0.3 0.7 1.5 0.02 8 3 17.031493100337684 1.0122466343799263 1.0156084582451068 0.32086722130537026 0.9966898425885607 3.1649804107802133 2.68269083935542 False 0.084 Inputed -19.611477041409653 -19.772899391529076 """""" """""" """"""
-0.011515421845979463 0.1710148899527495 -0.6234589648281705 18.564091690636992 4064.6742109673596 226.72427526488866 64 28 28 71.95755789987743 84 True True 2020aqy 225.47775 25.966369 SNII 0.022055 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 225.47775 25.966369 TNS 2020aqy ZTF20aahqbsr 2020aqy SNII 0.022055 0.41078475895103495 0.7536448281168333 0.49100948627803476 0.5748101688558265 0.7536448281168333 0.9483564585888544 170.79053029760541 170.79053029760541 -98.83297239772799 -98.83297239772799 58890.49883100018 58872.4448032002 18.43891966115625 18.76432751678161 18.43891966115625 1.0677247909577703 8.45478601423056 14.108974805595976 225.473892066703 25.9645443697928 0.0012015084836963785 12.5388750385046 13.434360241792202 12.855202932480573 0.9949999999999999 """""" """""" """""" """""" 9 True True all False False 0 1.3045758766981246 3.3665788765726585 225.47689819 25.9669057 0.005109620752892341 18.770928824329378 15.08767770690918 14.751586790323257 1.0 False False 0.3 0.7 1.5 0.02 8 3 18.054027799982578 14.108974805595976 8.45478601423056 0.5791573093116291 1.6687559900213491 -5.329967274989407 -5.583716728675675 False 0.022055 Inputed -16.523490627887014 -16.198082772261653 """""" """""" """"""
-0.014027137016700988 0.3591942007959372 30.32947489690879 13.729669799865665 3501.895927658626 1014.6924606592223 809 86 86 71.02944439975545 88 True True 2018hna 186.55029208333 58.314119 SNII 0.0024 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 186.55029208333 58.314119 TNS 2018hna ZTF18acbwaxk 2018hna SNII 0.0024 0.6302728223843577 0.7104689428843933 0.6500348376713099 0.6699872033923739 0.7104689428843933 0.7517301013315141 171.39296252952627 171.39296252952627 -100.36351812977082 -100.36351812977082 58491.55813660007 58423.48831020016 13.97531402628703 14.537329321627258 13.97531402628703 7.251704252334387 7.755189993703302 44.19482198480208 186.53308801 58.32242964 0.04489289062707169 15.346985303854943 23.64 21.167988483771683 1.0 """""" """""" """""" """""" 47 False True all False False 0 0.7 9.736676822861106 186.54733609 58.31190448 0.31960306735402977 22.252790128609536 23.03370106599331 22.78486830200553 0.55 False False 0.3 0.7 1.5 0.02 8 3 68.06982639990747 0.0 0.0 0.0 0.0 9.102670678372743 9.29468597371297 True 0.0024 Inputed -16.159571157351767 -15.597555862011538 """""" """""" """"""
-0.08788978739375253 0.43041440208677845 -8.562288201915386 18.49878247428189 4843.227743955482 141.0692710760026 20 11 11 36.93593750009313 85 True False 2019eow 258.49663833333 3.4924058055555 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 258.49663833333 3.4924058055555 TNS 2019eow ZTF19aatzlmw 2019eow SNIa 0.07 0.21393557497670201 0.732219363307884 0.33009122648722666 0.4548627951791495 0.732219363307884 1.0502889397220727 9.02735664053717 9.02735664053717 27.90858085955596 27.90858085955596 58616.37616899982 58608.37815969996 18.26011626641124 18.520823301683055 18.26011626641124 2.17791484928502 3.4452840600532 6.138292546984843 258.49561658 3.49377226 0.0020334090520509607 15.52126697154045 16.514379775333406 15.833596773529052 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 3.4452840600532 6.138292546984843 258.49561658 3.49377226 0.0020334090520509607 15.52126697154045 16.514379775333406 15.833596773529052 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 7.998009299859405 6.138292546984843 3.4452840600532 0.6807830018043539 1.7816506389577813 -2.006443526349649 -2.426519492882189 False 0.07 Inputed -19.235049685179554 -18.97434264990774 """""" """""" """"""
-0.07086242632786516 0.3475883667412255 -7.111753481316225 19.033346401968274 6354.613559335215 188.46376840495856 25 17 17 11.984062499832362 81 True False 2019gth 238.13023208333 -15.32976105555 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 238.13023208333 -15.32976105555 TNS 2019gth ZTF19aavyafo 2019gth SNIa 0.1 -0.18607660166519935 0.08926152801110732 -0.12308671942189875 -0.05631082571231971 0.08926152801110732 0.2520080342561215 16.761446858157168 16.761446858157168 -4.777384358324805 -4.777384358324805 58643.20820599981 58634.247511600144 18.619662650662683 18.619662650662683 18.769030721259252 0.6794584756091916 3.058299587239365 6.015671185435293 238.12963933 -15.33133125 0.009271250385527119 17.71471180267334 20.037344807338716 16.143130919504166 0.9625 """""" """""" """""" """""" 1 False True all False False 0 1.0961452343144304 5.40599751770384 238.1289194 -15.33056871 0.014516264330059703 19.323430283498762 19.976945350551606 21.379024084949492 0.5 False False 0.3 0.7 1.5 0.02 8 3 8.960694399662316 6.015671185435293 3.058299587239365 3.8942138878345496 1.9669986585145043 1.4176821566760331 -2.625899801755086 False 0.1 Inputed -19.514711377211675 -19.664079447808245 """""" """""" """"""
-0.14483964468508112 0.2452385187028763 -6.93075403299104 19.01051721895945 5517.367489896268 163.68291894534755 124 51 51 73.76276630023494 67 True True 2020tdw 34.6121 45.99116111111111 SNIa 0.093 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 34.6121 45.99116111111111 TNS 2020tdw ZTF20abyjpxx 2020tdw SNIa 0.093 -0.0036848888216596265 0.3727653593834468 0.08165136092675596 0.17265490902326164 0.3727653593834468 0.5989815012970467 15.81324654890106 15.81324654890106 57.94951975133389 57.94951975133389 59106.510023099836 59093.4700230998 18.492996272332622 18.492996272332622 18.620944363265068 0.9412857281391247 1.4692914179372918 4.1370372491794285 34.61299663235365 45.990195434654794 0.00251877979652404 17.37737698259592 18.065395737853052 17.55697993142605 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.4692914179372918 4.1370372491794285 34.61299663235365 45.990195434654794 0.00251877979652404 17.37737698259592 18.065395737853052 17.55697993142605 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.040000000037253 4.1370372491794285 1.4692914179372918 0.5084158064270028 2.8156682865454497 -0.4276005344795699 -1.0639644318390182 False 0.093 Inputed -19.502025764643534 -19.62997385557598 """""" """""" """"""
-0.014372181154103107 0.21368164815640633 -6.521778465722788 18.554398134584773 4933.014165515556 167.88982204044254 44 24 24 72.93711810000241 93 True True 2019rom 359.27066291666 -7.360255194444 SNII 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 359.27066291666 -7.360255194444 TNS 2019rom ZTF19acbrzzr 2019rom SNII 0.03 0.15168975807124596 0.5603369846990276 0.24480434986813648 0.34376614293923424 0.5603369846990276 0.8037684128972096 116.79459784346385 116.79459784346385 -43.85747974346144 -43.85747974346144 58773.23182869982 58757.29428240005 18.224756671595657 18.399550891022443 18.224756671595657 2.210136921136716 7.440690671171019 56.64620994471544 359.256694836998 -7.35279304994574 0.008797723861471263 12.589520990085601 25.006770037202834 14.100598306839466 1.0 """""" """""" """""" """""" 84 True True all False False 0 1.46949526761849 0.5335288821110686 359.2706623979715 -7.36040339601848 0.005793492387125787 19.870616866221425 19.92395831565142 19.702372685562374 0.6450000000000001 False False 0.3 0.7 1.5 0.02 8 3 15.937546299770474 56.64620994471544 7.440690671171019 10.906171730363369 7.613031161769883 6.607219146180391 -4.124158364756191 False 0.03 Inputed -17.41004078202967 -17.235246562602885 """""" """""" """"""
-0.09330408951578655 0.4466861951878243 -18.84832386042899 18.596380894742623 5887.110615583561 198.98022860001157 38 26 26 41.96104170009494 51 True False 2019wrt 79.19997916666665 -7.478627777777778 SNIIn 0.057273 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 79.19997916666665 -7.478627777777778 TNS 2019wrt ZTF19acyldun 2019wrt SNIIn 0.057273 -0.02044711397059018 0.27823383203011787 0.048423618363234056 0.12106059523955182 0.27823383203011787 0.4523271253527916 12.70224330920286 12.70224330920286 29.25879839089208 29.25879839089208 58856.12118060002 58833.20795139996 18.32125421508823 18.32125421508823 18.441778856157764 0.4457851398987417 4.453926302332657 10.059642838969472 79.20130651 -7.47616275 0.001694144589973856 14.291848153018952 15.32516114168167 14.633912159252167 0.99 """""" """""" """""" """""" 0 False True all False False 0 4.453926302332657 10.059642838969472 79.20130651 -7.47616275 0.001694144589973856 14.291848153018952 15.32516114168167 14.633912159252167 0.99 False False 0.3 0.7 1.5 0.02 8 3 22.913229200057685 10.059642838969472 4.453926302332657 0.691248982429503 2.2586010984737066 -2.996093073406561 -3.807866696905597 False 0.057273 Inputed -18.611349239265838 -18.73187388033537 """""" """""" """"""
-0.14023759234339608 0.1921321139766254 -6.380720179791137 17.46749059085583 5378.990362864984 153.5416120778698 56 36 36 74.87901620008051 50 True True 2020fyt 180.37642499999998 59.319272222222224 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 180.37642499999998 59.319272222222224 TNS 2020fyt ZTF20aaupolv 2020fyt SNIa 0.05 0.030032231120863173 0.44519535532439036 0.12360517147267913 0.22376258591141607 0.44519535532439036 0.697247453788961 15.28381518927768 15.28381518927768 59.59520101080283 59.59520101080283 58954.28939810023 58944.387557900045 16.910835530280377 16.910835530280377 17.058852244721397 8.441466437897734 1.3694128818324052 4.84321601633845 180.3786755207185 59.31997313901 0.0331546670411611 20.54743560116291 20.96989241610527 21.077267443529365 0.9083333333333333 """""" """""" """""" """""" 1 False True all False False 0 0.7 3.136011352237219 180.37749849 59.31994958 0.09508826414911598 23.247093672257662 21.778758607935906 23.096195836371184 0.6 False False 0.3 0.7 1.5 0.02 8 3 9.90184020018205 4.84321601633845 1.3694128818324052 -0.10737502742409433 3.5367098415620015 4.059056885824894 4.018415198807968 False 0.05 Inputed -19.69568638645388 -19.8437031008949 """""" """""" """"""
-0.15182753706283048 0.2372026504125801 -3.198218106780067 18.58516103796177 4730.4033739364395 62.11686999433307 42 24 24 38.02612269995734 40 True True 2021ktv 165.76617916666666 8.861038888888888 SNIc-BL 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 165.76617916666666 8.861038888888888 TNS 2021ktv ZTF21aaxxihx 2021ktv SNIc-BL 0.06 0.23679618035999894 1.6746878435823476 0.5171041807902554 0.8456420549089358 1.6746878435823476 2.78969307197373 13.378103927040414 13.378103927040414 24.648018772916927 24.648018772916927 59342.290636599995 59335.191122699995 18.30233014887944 18.507187929816563 18.30233014887944 1.0389965083453407 0.5368070750810009 0.09569740278338809 165.7661697282415 8.861063781963455 0.001577463536573509 20.83863177392542 21.320616162674426 21.224259278329612 0.4800000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.5368070750810009 0.09569740278338809 165.7661697282415 8.861063781963455 0.001577463536573509 20.83863177392542 21.320616162674426 21.224259278329612 0.4800000000000001 False False 0.3 0.7 1.5 0.02 8 3 7.099513900000602 0.09569740278338809 0.5368070750810009 0.09635688434481438 0.17827150055529342 2.813428232857863 2.92192912945017 False 0.06 Inputed -18.85317083231836 -18.648313051381237 """""" """""" """"""
-0.1438168454854516 0.4681747024100973 -6.000195788084395 18.032050913840912 6356.476071621331 198.87035900918406 13 10 10 23.95140040013939 53 True True 2020hvc 138.40883333333332 13.331619444444444 SNIa 0.065 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 138.40883333333332 13.331619444444444 TNS 2020hvc ZTF20aavvjie 2020hvc SNIa 0.065 -0.19509200253479975 0.062028558232412934 -0.13600835108834275 -0.07355387103045885 0.062028558232412934 0.2128095935956722 8.280465716738924 8.280465716738924 15.670934683400468 15.670934683400468 58972.21233800007 58963.20862270007 17.640896442804472 17.640896442804472 17.92931492642759 0.6148025663198208 1.9832975332256204 2.0219517976062598 138.409324129497 13.331915048074201 0.004983780707288998 18.62143045764804 18.856588967767955 18.86165435615301 0.9850000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.9832975332256204 2.0219517976062598 138.409324129497 13.331915048074201 0.004983780707288998 18.62143045764804 18.856588967767955 18.86165435615301 0.9850000000000001 False False 0.3 0.7 1.5 0.02 8 3 9.003715300001204 2.0219517976062598 1.9832975332256204 -0.005065388385055769 1.0194898968677546 1.2156925249634831 0.9323394297254204 False 0.065 Inputed -19.402477582533812 -19.69089606615693 """""" """""" """"""
-0.14779535236958402 0.33947335180355553 -7.003650029250111 19.181996350961448 5565.143004362914 193.0492016819714 21 10 10 20.939930600114167 37 True False 2021gba 219.26618333333332 -8.076441666666666 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 219.26618333333332 -8.076441666666666 TNS 2021gba ZTF21aapkuur 2021gba SNIa 0.1 -0.023382025810075646 0.2847858551866729 0.04749668115572803 0.12237458537763146 0.2847858551866729 0.46522818757581774 10.231857542387614 10.231857542387614 10.708073057726553 10.708073057726553 59300.34343749983 59290.41776619991 18.759430005379212 18.759430005379212 18.983998939952674 0.5086725382455902 1.3858355680813976 0.17729629515411505 219.26614569 -8.07647386 0.0021844233857050144 18.776165218377113 19.185367729496956 19.060393236875534 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.3858355680813976 0.17729629515411505 219.26614569 -8.07647386 0.0021844233857050144 18.776165218377113 19.185367729496956 19.060393236875534 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.925671299919486 0.17729629515411505 1.3858355680813976 0.12497449262142268 0.12793458274387534 0.42593772411774466 0.07639429692286015 False 0.1 Inputed -19.299743158518254 -19.524312093091716 """""" """""" """"""
-0.18144130801296401 0.3221753524973318 -7.0990735037082935 19.10907423452238 5238.816601014385 146.4934493611112 22 11 11 27.973229199647903 61 True True 2019gvw 211.81011749999 49.0938305 SNIa 0.0713 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 211.81011749999 49.0938305 TNS 2019gvw ZTF19aawhniz 2019gvw SNIa 0.0713 0.07708483310614511 0.5302491823949076 0.17881370112804262 0.28798103244271545 0.5302491823949076 0.8073763800145599 11.157439121104803 11.157439121104803 16.815790078543102 16.815790078543102 58647.24251159979 58635.22856480023 18.747497599191252 19.306604527988167 18.747497599191252 1.4087985920124748 1.9122243743743808 2.5531282589530266 211.811139350802 49.09359548931825 0.00043054093599070864 15.31055348704338 16.543716340250967 15.68425274971962 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.9122243743743808 2.5531282589530266 211.811139350802 49.09359548931825 0.00043054093599070864 15.31055348704338 16.543716340250967 15.68425274971962 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 12.013946799561381 2.5531282589530266 1.9122243743743808 0.8594635905313464 1.3351614450518283 -2.7628881877372002 -3.063244849471632 False 0.0713 Inputed -18.78825777235265 -18.229150843555736 """""" """""" """"""
-0.21963319874852644 0.13593332486194243 -4.112146410021278 18.21263766880128 5272.925281932374 91.666711039611 29 17 17 52.947013900149614 27 True True 2019ens 172.42749999999 24.640211 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 172.42749999999 24.640211 TNS 2019ens ZTF19aatgrxv 2019ens SNIa 0.04 0.06265593632199895 0.8438524220577435 0.22702764209845228 0.410855786690167 0.8438524220577435 1.3775361646712554 11.911867353309372 11.911867353309372 41.03514654684024 41.03514654684024 58612.17278939998 58605.2347916998 17.633079111238835 17.633079111238835 17.71367680711089 4.542417211164727 1.5309213982535612 1.2095939427711655 172.42715340759 24.640327829693803 0.0023578175133714963 18.429252554887533 19.103100824664235 18.690427362200023 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.5309213982535612 1.2095939427711655 172.42715340759 24.640327829693803 0.0023578175133714963 18.429252554887533 19.103100824664235 18.690427362200023 1.0 False False 0.3 0.7 1.5 0.02 8 3 6.937997700180858 1.2095939427711655 1.5309213982535612 0.41267346246421255 0.7901084563525218 1.4700217134253997 0.9767505550891329 False 0.04 Inputed -18.55112808037053 -18.631725776242583 """""" """""" """"""
-0.27290679727861833 0.4684139163712637 -10.058207040327712 17.24248165622993 6774.1516102226815 262.32398705330814 42 18 18 17.979409700259566 173 True False 2018flf 317.23499333333 34.651374388888 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 317.23499333333 34.651374388888 TNS 2018flf ZTF18abptzkg 2018flf CV 0.0 -0.2565220466923499 -0.07808109303498156 -0.2147186209512597 -0.171083651181835 -0.07808109303498156 0.022969335697645477 -7.2792255535340615 -7.2792255535340615 25.258635253793628 25.258635253793628 58355.277962999884 58355.277962999884 17.62479562125341 18.17422955352493 17.62479562125341 2.89057813589772 0.7 2.194733720048072 317.23566722 34.6511207 0.022091791202611843 22.00492225842476 23.64 23.318818249511718 0.5 """""" """""" """""" """""" 0 False True all False False 0 0.7 2.194733720048072 317.23566722 34.6511207 0.022091791202611843 22.00492225842476 23.64 23.318818249511718 0.5 False False 0.3 0.7 1.5 0.02 8 3 0.0 2.194733720048072 0.7 0.32118175048828235 3.1353338857829605 5.465770446475069 5.69402262825831 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.1630288627106213 0.22744013806710964 -7.102690836932439 18.71226648578748 5918.989229774574 83.13137579556971 34 28 28 41.97143519995734 58 True True 2021lrp 317.3180041666666 5.826158333333333 SNIa 0.073 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 317.3180041666666 5.826158333333333 TNS 2021lrp ZTF21abaaipx 2021lrp SNIa 0.073 -0.039882095152140806 0.7783138913020515 0.12863821980969092 0.3196881799037996 0.7783138913020515 1.356521112825348 15.016823445401485 15.016823445401485 26.954611754555856 26.954611754555856 59352.464062499814 59339.4280208 18.218636239102356 18.218636239102356 18.374832766319653 1.11252283112066 2.834167502087776 8.329137692515614 317.31879040659703 5.8239809110847 0.01617724749334737 18.028895768158435 18.679488100638387 18.290227961592674 0.9650000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.834167502087776 8.329137692515614 317.31879040659703 5.8239809110847 0.01617724749334737 18.028895768158435 18.679488100638387 18.290227961592674 0.9650000000000001 False False 0.3 0.7 1.5 0.02 8 3 13.036041699815542 8.329137692515614 2.834167502087776 0.38926013904571377 2.938830427764059 0.46085186153603175 -0.08460480472697895 False 0.073 Inputed -19.212912560175766 -19.369109087393063 """""" """""" """"""
-0.15115704487013856 0.2672755603922617 -7.7329797204826125 18.90731763870602 5358.79908751256 249.10687732947895 73 32 32 28.999305499717593 41 True True 2020qyy 238.97087499999998 36.409841666666665 SNIIn 0.068 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 238.97087499999998 36.409841666666665 TNS 2020qyy ZTF20abqgbum 2020qyy SNIIn 0.068 0.020693189134785683 0.2616845564238943 0.07720266645676332 0.1361529936343544 0.2616845564238943 0.3979266068384142 13.97632620242347 13.97632620242347 15.022979297294123 15.022979297294123 59079.16523149982 59066.18509260006 18.57880153549162 18.57880153549162 18.62933633681187 0.278084209966034 1.6784286259571353 46.37390873069358 238.957916128256 36.4174033579189 0.2775865904977858 17.941990055856706 18.173603824579715 18.904299463369846 0.625 """""" """""" """""" """""" 25 False True all False False 0 0.7 7.802220277037856 238.971899823902 36.4078374574968 0.9011403665821772 25.181073205182553 25.57751225673914 23.269636966001986 0.0 False False 0.3 0.7 1.5 0.02 8 3 12.980138899758458 0.0 0.0 0.0 0.0 5.061198464508379 4.640663663188128 True 0.068 Inputed -18.801907665157177 -18.852442466477427 """""" """""" """"""
-0.2850686270557097 0.12668178548183678 -8.117107171808229 17.180461073407884 3745.1828263614416 278.3591147345853 135 71 71 67.86990740010515 52 True True 2020scb 4.606766666666666 18.51653611111111 SNIc 0.017429 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 4.606766666666666 18.51653611111111 TNS 2020scb ZTF20abwxywy 2020scb SNIc 0.017429 0.6141420911353563 0.9193806426871483 0.6865283261146011 0.7614802362551565 0.9193806426871483 1.0884697853540608 11.103051971353501 11.103051971353501 56.76685542875165 56.76685542875165 59099.349988400005 59087.377476899885 16.574564634032047 17.11845810753096 16.574564634032047 8.077864784313356 6.247086145395291 10.080198120667786 4.604684708100115 18.51455044321075 0.0025829345478348698 14.379137538740636 15.028719994108677 14.595148030116558 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 9.062384786094883 4.60467184991001 18.5180824960355 0.28509079581695473 22.256586188614367 21.633748762459756 21.558905859375 0.03333333333333333 False False 0.3 0.7 1.5 0.02 8 3 11.972511500120163 10.080198120667786 6.247086145395291 0.4335719639921187 1.6135839791640894 -2.089738113422282 -1.9794166039154888 False 0.017429 Inputed -17.87412048677397 -17.330227013275056 """""" """""" """"""
-0.16824888230853402 0.21792479191480513 -12.074850617082767 18.215373495742 5037.89790784145 163.12375743521466 25 19 19 65.06274300022051 35 True True 2019bky 226.40683291666 21.374461 SNIa 0.061 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 226.40683291666 21.374461 TNS 2019bky ZTF19aalzmmt 2019bky SNIa 0.061 0.1732769975549182 0.6014240637500663 0.27060350547815304 0.3741996398819367 0.6014240637500663 0.8575772032666364 9.875245709992944 9.875245709992944 55.18749729022756 55.18749729022756 58560.28846060019 58547.39402779983 17.730170171171267 17.730170171171267 17.926368482833713 4.625960092377237 2.340189562765495 2.9519953667085033 226.4074608231135 21.375035894832997 0.0033652765653958694 17.531284609280824 18.25565700155258 17.77606724718809 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.340189562765495 2.9519953667085033 226.4074608231135 21.375035894832997 0.0033652765653958694 17.531284609280824 18.25565700155258 17.77606724718809 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.894432800356299 2.9519953667085033 2.340189562765495 0.4795897543644898 1.2614342930493259 0.5254868303813147 -0.15030123564562103 False 0.061 Inputed -19.265524112943098 -19.461722424605544 """""" """""" """"""
-0.0026701212735950877 0.363166409649499 -15.775457309156108 18.402267614915395 5368.564144673992 165.35917409107213 65 46 46 72.84754629991949 36 True True 2020dcx 192.734375 40.186749999999 SNII 0.025781 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 192.734375 40.186749999999 TNS 2020dcx ZTF20aaoldej 2020dcx SNII 0.025781 0.10978272338139661 0.5138555207773727 0.20166222926707533 0.29944545806144873 0.5138555207773727 0.7554332747514962 369.6618208792684 369.6618208792684 -296.81427457934893 -296.81427457934893 58904.465474499855 58898.3720602002 18.29469405277124 18.344549098583958 18.29469405277124 1.0278023691732614 3.3618721204446906 4.65569268269835 192.73268221319148 40.1867384727164 0.001301205029778374 15.251165416802168 15.91865547439158 15.449000347927809 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 0.924814776005144 192.734340185178 40.1864944875194 0.00608609252245762 21.45370087091565 21.752003802502156 22.402404073878525 0.18333333333333335 False False 0.3 0.7 1.5 0.02 8 3 6.093414299655706 4.65569268269835 3.3618721204446906 0.4696551264637705 1.3848512126280756 -2.425893624192378 -2.8456937048434323 False 0.025781 Inputed -17.008714415359865 -16.95885936954715 """""" """""" """"""
-0.20745751528596132 0.11852666818599468 -6.595274014024108 19.026987090223155 6010.224719224429 47.21281824664621 46 35 35 39.00924770021811 31 True True 2020mkm 211.26808333333332 29.5261 SNIa 0.0641 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 211.26808333333332 29.5261 TNS 2020mkm ZTF20abeolsw 2020mkm SNIa 0.0641 0.012352683747501203 1.8335283256926793 0.33695906471734105 0.7388926847770882 1.8335283256926793 3.4462924440428466 12.71468964018419 12.71468964018419 26.29455806003392 26.29455806003392 59021.22854170017 59012.198356499895 18.420426394900165 18.420426394900165 18.43455391932226 1.1050685910236893 1.648493794547201 3.3729594258006235 211.269141846076 29.5259281910094 0.0021499579380505063 17.361229949336348 18.54374545676589 17.722462053228618 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.648493794547201 3.3729594258006235 211.269141846076 29.5259281910094 0.0021499579380505063 17.361229949336348 18.54374545676589 17.722462053228618 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.03018520027399 3.3729594258006235 1.648493794547201 0.8212834035372722 2.046085606726284 0.12331906186572539 -0.7120918660936404 False 0.0641 Inputed -18.8665176690435 -18.880645193465593 """""" """""" """"""
-0.19721523286871076 0.12512587669674985 -7.710562878721817 18.853480357772273 3865.907268891829 261.3853869108002 39 37 37 74.8520370000042 55 True True 2021rf 144.35372499999997 42.97451944444445 SNIIb 0.027172 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 144.35372499999997 42.97451944444445 TNS 2021rf ZTF21aaabrpu 2021rf SNIIb 0.027172 0.5529417538791286 0.8697485363840656 0.6277896686733442 0.7054814152536615 0.8697485363840656 1.046481829463339 14.837463248129172 14.837463248129172 60.014573751875034 60.014573751875034 59231.370231499895 59219.36112269992 18.210899257259346 18.545149428229955 18.210899257259346 2.243993293936502 2.12618004432062 6.948253455014608 144.35371417663998 42.97644949860345 0.0054001378806280975 17.137116101533174 18.291936627129317 17.654430569781063 0.9437499999999999 """""" """""" """""" """""" 3 False True all False False 0 5.6223252419818275 4.917261434198442 144.351861444095 42.97443814792195 0.02098725835553139 17.855290376523435 18.031477440377472 18.258294161977172 0.9888888888888889 False False 0.3 0.7 1.5 0.02 8 3 12.009108799975365 6.948253455014608 2.12618004432062 0.6375060573482543 3.2679515893183866 -0.2532128011006378 -0.5564686874782829 False 0.027172 Inputed -17.20737327717376 -16.873123106203153 """""" """""" """"""
-0.009849562815288645 0.22020279312002136 -1.0566816094413856 18.00787976576615 4166.439062110663 232.50013912774358 71 34 34 70.84997690003365 73 True False 2020absz 97.94474999999998 -17.61936111111111 SNII 0.0213 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 97.94474999999998 -17.61936111111111 TNS 2020absz ZTF20acviwgj 2020absz SNII 0.0213 0.37044499845543655 0.6966216018130638 0.446868054766135 0.526628907013027 0.6966216018130638 0.8813879386556849 179.53130683533558 179.53130683533558 -108.68132993530193 -108.68132993530193 59216.29396989988 59189.337812500075 17.82499922799701 17.99764800872376 17.82499922799701 2.9372483776571916 4.309936298051545 2.092948563866222 97.94419002 -17.61913057 0.001085761565755572 14.799003602838516 19.900084050941466 15.318903575134277 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.309936298051545 2.092948563866222 97.94419002 -17.61913057 0.001085761565755572 14.799003602838516 19.900084050941466 15.318903575134277 1.0 False False 0.3 0.7 1.5 0.02 8 3 26.956157399807125 2.092948563866222 4.309936298051545 4.581180475807189 0.4856100923840595 1.9024360422177047 -2.5060956528627347 False 0.0213 Inputed -17.061359202653016 -16.888710421926266 """""" """""" """"""
-0.23734877669243207 0.21023848855743543 -8.641724326295275 18.11160294476328 3848.888858546095 195.01984224386032 39 21 21 46.99598380038515 54 True True 2020abpa 353.0089458333333 23.557583333333334 SNIc 0.023303 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 353.0089458333333 23.557583333333334 TNS 2020abpa ZTF20acueziy 2020abpa SNIc 0.023303 0.5902038579920728 1.034027654398784 0.6930777400107146 0.8011923177042277 1.034027654398784 1.2905934267165051 9.93431494162835 9.93431494162835 37.061668858756796 37.061668858756796 59194.13055559993 59182.12506939983 17.62123936180708 18.09982956640791 17.62123936180708 4.363034745615858 4.6201940195852895 0.7374553197119414 353.00909838525854 23.55743363937675 0.0007791983447943407 14.246240117992162 15.010805922150613 14.494783406867981 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 4.6201940195852895 0.7374553197119414 353.00909838525854 23.55743363937675 0.0007791983447943407 14.246240117992162 15.010805922150613 14.494783406867981 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 12.005486200097948 0.7374553197119414 4.6201940195852895 0.5160225152826321 0.15961566042158024 -3.0890236442572956 -3.1264559549391002 False 0.023303 Inputed -17.461378377052256 -16.98278817245143 """""" """""" """"""
-0.11503177954802006 0.510563612860079 -5.688760223530669 18.89845456354626 5746.713704991298 173.78108170683345 118 46 46 25.916423600167036 47 True True 2020cgc 127.86491666666664 37.460055555555556 SNIa 0.11 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 127.86491666666664 37.460055555555556 TNS 2020cgc ZTF20aammnnm 2020cgc SNIa 0.11 -0.06992081460926158 0.26397498169388456 0.00609843797598586 0.08693939336260925 0.26397498169388456 0.46304954952584154 12.186313103256785 12.186313103256785 13.730110496910251 13.730110496910251 58898.26716439985 58886.2360417 18.653279289069438 18.653279289069438 18.749071034074902 0.2299709659784071 1.7081426782521245 2.0537955090639586 127.8645447914515 37.45956736157145 0.00048482687175133155 15.842948310722115 16.806888352394104 16.19673309022784 0.9850000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.7081426782521245 2.0537955090639586 127.8645447914515 37.45956736157145 0.00048482687175133155 15.842948310722115 16.806888352394104 16.19673309022784 0.9850000000000001 False False 0.3 0.7 1.5 0.02 8 3 12.031122699845582 2.0537955090639586 1.7081426782521245 0.6101552621662627 1.2023559479033257 -1.8463909366753342 -2.5523379438470606 False 0.11 Inputed -19.746088748354786 -19.84188049336025 """""" """""" """"""
-0.18260245079108883 0.26658592346535936 -5.56105787033616 17.41993805629643 5469.976812114093 118.26582067128858 90 67 67 58.870682899840176 70 True False 2019gwf 283.91799999999 51.237761 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 283.91799999999 51.237761 TNS 2019gwf ZTF19aawmkja 2019gwf SNIa 0.04 0.014431165391286527 0.5696513242919856 0.13572246123339937 0.2681827809548132 0.5696513242919856 0.9255046998201841 13.614301039847092 13.614301039847092 45.256381859993084 45.256381859993084 58647.38451390015 58635.44924770016 17.050175635283505 17.050175635283505 17.06453557829684 4.181304310626687 5.624473901539123 1.6034674677802208 283.91839224 51.23738941 0.0011226033232116794 14.19118273512125 15.288461551833153 14.553463767802715 0.9400000000000001 """""" """""" """""" """""" 0 False True all False False 0 5.624473901539123 1.6034674677802208 283.91839224 51.23738941 0.0011226033232116794 14.19118273512125 15.288461551833153 14.553463767802715 0.9400000000000001 False False 0.3 0.7 1.5 0.02 8 3 11.935266199987382 1.6034674677802208 5.624473901539123 0.7349977840304387 0.2850875470044293 -1.761714083450352 -2.5110718104941263 False 0.04 Inputed -19.200269309184577 -19.214629252197913 """""" """""" """"""
-0.13177476518304576 0.4080816803311703 -8.258707320236304 18.246948624865166 4258.447244206342 198.80978512488068 27 27 27 36.9626967003569 63 True True 2021wel 246.1654166666666 41.01958611111111 SNII 0.027119 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 246.1654166666666 41.01958611111111 TNS 2021wel ZTF21abtzlnh 2021wel SNII 0.027119 0.39699552533521043 0.7898808309273662 0.4880612309959744 0.5837720196268954 0.7898808309273662 1.016923006534789 10.499208586861892 10.499208586861892 26.46348811349501 26.46348811349501 59466.15421300009 59454.19796299981 17.94772545781938 18.292461357594814 17.94772545781938 2.388620643128484 2.8731651186457947 2.318792054108996 246.1647577831725 41.01999568603825 0.0014035578026475592 16.081262130085825 16.183459276580813 15.927155423597394 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.8731651186457947 2.318792054108996 246.1647577831725 41.01999568603825 0.0014035578026475592 16.081262130085825 16.183459276580813 15.927155423597394 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.956250000279397 2.318792054108996 2.8731651186457947 0.25630385298341807 0.8070514426967251 -2.109002081014001 -2.0205700342219863 False 0.027119 Inputed -17.466278689174327 -17.121542789398895 """""" """""" """"""
-0.22094327827060253 0.13758749212722454 -7.7928468426322715 17.608618545695037 5582.869013351958 113.67367746327508 98 64 64 67.05600690003484 41 True True 2020jnr 201.0305 62.42723055555555 SNIa 0.041 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 201.0305 62.42723055555555 TNS 2020jnr ZTF20aayvubx 2020jnr SNIa 0.041 0.015946495307996855 0.5984551126043129 0.14251466136902735 0.28121481743554355 0.5984551126043129 0.9752574127268225 12.292917055092783 12.292917055092783 54.763089844942066 54.763089844942066 58991.311134300195 58980.20276620006 16.930666673436697 16.930666673436697 17.111711592525637 8.526631264089238 4.328900951415928 8.057003287486676 201.0284321681395 62.425207512322345 0.0026972449624593775 15.240464016206861 15.851622819510698 15.420514862505197 1.0 """""" """""" """""" """""" 2 False True all False False 0 0.7 2.458882376718594 201.029307076735 62.4276325855227 0.1373512680985407 24.271755584454535 21.780380968015194 23.14000622592926 0.025 False False 0.3 0.7 1.5 0.02 8 3 11.108368100132793 8.057003287486676 4.328900951415928 0.4311079570055014 1.8612122055717937 -1.0790438539259988 -1.6911967300204402 False 0.041 Inputed -19.20723680114339 -19.38828172023233 """""" """""" """"""
-0.18727091044089061 0.19784700331454896 -7.920999938979433 17.53479390875962 5038.034880804288 160.4065425548462 24 10 10 68.74418980022892 45 True True 2019uhz 26.80820833333333 -8.46136111111111 SNIa 0.0511 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 26.80820833333333 -8.46136111111111 TNS 2019uhz ZTF19acpfnth 2019uhz SNIa 0.0511 0.13581553942930924 0.5614631734886792 0.23236036012552574 0.3352729158273604 0.5614631734886792 0.8170946290297927 13.558198299798171 13.558198299798171 55.18599150043075 55.18599150043075 58806.189953700174 58793.362719899975 17.211518918901533 17.211518918901533 17.26318313031819 10.100748780972918 1.9989249626835564 4.077647500068777 26.80840351761745 -8.46247721670777 0.0005455928969169133 15.052169667693377 16.222763062405587 15.413096074575186 0.9200000000000002 """""" """""" """""" """""" 0 False True all False False 0 1.9989249626835564 4.077647500068777 26.80840351761745 -8.46247721670777 0.0005455928969169133 15.052169667693377 16.222763062405587 15.413096074575186 0.9200000000000002 False False 0.3 0.7 1.5 0.02 8 3 12.827233800198883 4.077647500068777 1.9989249626835564 0.8096669878304006 2.0399202452274827 -0.9887558564959456 -1.8500870557430034 False 0.0511 Inputed -19.539172352016188 -19.590836563432845 """""" """""" """"""
-0.1597329643782563 0.26578545301961465 -11.860283377770967 18.787249870718075 4376.835309132153 205.88328555295405 25 16 16 53.93589120032266 40 True True 2019bis 181.12838708333 23.857186 SNIa 0.088 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 181.12838708333 23.857186 TNS 2019bis ZTF19aalafip 2019bis SNIa 0.088 0.3770614759618667 0.7509469162883278 0.46393441610891273 0.5550950147677831 0.7509469162883278 0.9660353828656127 10.389528840976844 10.389528840976844 43.546362359345814 43.546362359345814 58557.26622689981 58543.3119212999 18.381751568325132 19.149612810231634 18.381751568325132 1.5664865955439427 1.8668740275148181 12.255327327373216 181.12501180650548 23.85862135362905 0.00512452496950111 15.876212669651508 17.100799736117125 16.256705502512453 0.9650000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.8668740275148181 12.255327327373216 181.12501180650548 23.85862135362905 0.00512452496950111 15.876212669651508 17.100799736117125 16.256705502512453 0.9650000000000001 False False 0.3 0.7 1.5 0.02 8 3 13.954305599909276 12.255327327373216 1.8668740275148181 0.8440942336046717 6.564624686373457 -2.048813074114509 -2.125046065812679 False 0.088 Inputed -19.618905802449092 -18.85104456054259 """""" """""" """"""
-0.12087669380170572 0.28910491793747795 -4.571508239859013 18.87387254416778 5367.174014573244 95.1114334248754 39 23 23 38.982986100018024 44 True False 2020zjf 52.666366666666654 3.097375 SNIa 0.083 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 52.666366666666654 3.097375 TNS 2020zjf ZTF20acplqek 2020zjf SNIa 0.083 0.04217233515853991 0.7780632414799236 0.1978863949522207 0.3714186489683726 0.7780632414799236 1.2759728869746105 9.729520714308094 9.729520714308094 29.25346538570993 29.25346538570993 59169.33614580007 59165.30149309989 18.575487052831466 18.575487052831466 18.616299151467214 1.2725330739700003 2.220783910608124 10.566224671255316 52.66348956 3.09797585 0.004863157263324536 16.100155598926545 17.079005579948426 16.447374379134178 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.220783910608124 10.566224671255316 52.66348956 3.09797585 0.004863157263324536 16.100155598926545 17.079005579948426 16.447374379134178 1.0 False False 0.3 0.7 1.5 0.02 8 3 4.0346527001820505 10.566224671255316 2.220783910608124 0.6316312008142475 4.757880593777328 -1.4964814728830405 -2.1689247723330354 False 0.083 Inputed -19.254994328671124 -19.29580642730687 """""" """""" """"""
-0.13993795239976892 0.374263369361009 -8.31095984641489 18.715477600545864 5923.018448377323 183.33276992807316 34 22 22 47.8573725996539 42 True True 2021pl 182.90816666666666 12.16305 SNIa 0.07378 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 182.90816666666666 12.16305 TNS 2021pl ZTF21aaahuox 2021pl SNIa 0.07378 -0.09226762487968188 0.21639396277107537 -0.021683290959352064 0.0531638785209978 0.21639396277107537 0.3989811147010087 5.5967157571077175 5.5967157571077175 42.26065684254618 42.26065684254618 59223.40015049977 59216.51555560017 18.27868673097309 18.27868673097309 18.407107365977097 1.6102817619852083 2.548898809267072 18.203262158943467 182.9043037511365 12.16641278064805 0.014782705660834727 16.25295265574336 17.21319790967822 16.577567683210376 0.9949999999999999 """""" """""" """""" """""" 7 False True all False False 0 0.860221711428235 8.145363938585419 182.9100155646425 12.16441114211215 0.20309715122240812 21.99658279087007 22.545410037927628 22.319945981887578 0.4125 False False 0.3 0.7 1.5 0.02 8 3 6.884594899602234 18.203262158943467 2.548898809267072 0.6356302264678462 7.141618212838257 -1.065488821294867 -1.8295396827667219 False 0.07378 Inputed -19.204093485049533 -19.332514120053542 """""" """""" """"""
-0.11251216605450959 0.5436734343980111 -3.5554870568573733 17.92483073307073 5693.436392292497 179.71709403112413 39 21 21 27.01861110003665 16 True True 2021lsv 160.87989166666665 29.520641666666666 SNIa 0.0559 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 160.87989166666665 29.520641666666666 TNS 2021lsv ZTF21aazvrjy 2021lsv SNIa 0.0559 -0.07456883567523676 0.2457451400270827 -0.0014237670152503767 0.0762102223984229 0.2457451400270827 0.43570970583764534 19.902100918880592 19.902100918880592 7.116510181156057 7.116510181156057 59358.25805559987 59340.216828700155 17.61369448124175 17.61369448124175 17.797493815021962 0.644358254432124 2.6978383786745175 6.219307797580491 160.8802163911355 29.51893734699465 0.007272062102568921 17.501926198494434 18.050454458738564 17.760112470208405 0.9899999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.6978383786745175 6.219307797580491 160.8802163911355 29.51893734699465 0.007272062102568921 17.501926198494434 18.050454458738564 17.760112470208405 0.9899999999999999 False False 0.3 0.7 1.5 0.02 8 3 18.041226899717003 6.219307797580491 2.6978383786745175 0.2903419885301588 2.3052929511055873 0.4367599774968127 -0.03738134481355715 False 0.0559 Inputed -19.202252213887974 -19.386051547668185 """""" """""" """"""
-0.15510552548826156 0.3632814676121124 -14.175827703401417 18.990008633780697 5524.798984043618 217.47139998896273 16 7 7 8.993310199584812 97 True False 2019kaf 303.78298541666 -8.457191527777 SNIa 0.088 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 303.78298541666 -8.457191527777 TNS 2019kaf ZTF19abcyqpk 2019kaf SNIa 0.088 0.025711620991497597 0.306263085700472 0.09089325571086704 0.15930108794783848 0.306263085700472 0.467573295060955 -7.508151629794714 -7.508151629794714 16.501461829379526 16.501461829379526 58666.48055560002 58666.3411921002 18.81311472319181 18.81311472319181 18.886154665982136 7.227263537540431 3.354719211166436 12.882809976466783 303.78626844 -8.45568789 0.005686218620062244 15.683008464598656 17.048963879585266 16.06641222062111 0.96 """""" """""" """""" """""" 2 False True all False False 0 0.7 6.818563302963247 303.78249438 -8.45902224 0.22336468439025203 22.609124471831322 23.582959773635864 23.48230192899704 0.0 False False 0.3 0.7 1.5 0.02 8 3 0.13936349982395768 12.882809976466783 3.354719211166436 0.9825516589641552 3.840205145511248 -1.7641508436065436 -2.819742445361026 False 0.088 Inputed -19.114502704792088 -19.187542647582415 """""" """""" """"""
-0.2410786994172994 0.4276352501812083 -14.607683951298323 16.929670971034092 7451.210801686416 234.49909104792854 14 7 7 11.999768499750644 213 True False 2017gvg 289.08307083333 -15.65638611111 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 289.08307083333 -15.65638611111 TNS 2017gvg ZTF18abtuzwc 2017gvg CV 0.0 -0.33000801034643246 -0.14381860082603737 -0.2867882370414705 -0.2414046003568444 -0.14381860082603737 -0.03658544310297884 -10.998897883595383 -10.998897883595383 22.998666383346027 22.998666383346027 58769.191145800054 58769.10604170011 16.978457091911395 16.978457091911395 17.47790268007119 6.62479092723241 6.267877454829602 31.781074127687283 289.07413215 -15.65834942 0.004885389706939858 13.231525660037994 15.313179239845276 14.13859332370758 0.5 """""" """""" """""" """""" 52 False True all False False 0 0.7980536878095461 1.1961207319132345 289.0827295 -15.6564348 0.0052043627646953805 20.79207980747223 23.64 22.05949758205414 0.35 False False 0.3 0.7 1.5 0.02 8 3 0.0851040999405086 31.781074127687283 6.267877454829602 1.174585916137696 5.070468329465973 -1.6652778520661187 -3.339309356363609 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.10455703153054566 0.3159405736451708 -22.471072539548988 18.51210145253427 4530.169742881699 269.3070388496483 19 19 19 49.957419000100344 37 True True 2021nim 336.38831666666664 -8.661169444444445 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 336.38831666666664 -8.661169444444445 TNS 2021nim ZTF21abdahjc 2021nim SNIa 0.07 0.3621146197664018 0.6390826926834166 0.42758317184394556 0.4955189981172978 0.6390826926834166 0.7934129159491441 -11.451238442320832 -11.451238442320832 61.40865744242117 61.40865744242117 59364.48289350001 59364.48289350001 18.388004585887955 18.8086777342221 18.388004585887955 1.6932317337249394 1.4678350435161098 33.30280680474307 336.3807719057455 -8.66664166552831 0.03574099884149984 15.928188709057569 16.933831345057488 16.321730522453784 0.9949999999999999 """""" """""" """""" """""" 10 False True all False False 0 0.7143104433243808 13.869189154033199 336.38910694 -8.66494195 0.6478833077909476 22.64699418801069 24.036149034166336 23.569857332861424 0.3 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.0 0.0 0.0 0.0 4.831322265777899 4.881995414112044 True 0.07 Inputed -19.10716136570284 -18.686488217368694 """""" """""" """"""
-0.03517248028722411 0.40076725245717354 -8.494273996255876 19.29203192265572 5919.214062505439 240.655424508851 29 20 20 72.90103009995073 55 True True 2019kcy 212.08242288 8.9669485 SLSN-I 0.4 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 212.08242288 8.9669485 TNS 2019kcy ZTF19abaeyqw 2019kcy SLSN-I 0.4 -0.10400648443154736 0.12229816446672714 -0.05115728900168648 0.004122400043819141 0.12229816446672714 0.25118901083702383 53.506405052127015 53.506405052127015 19.394625047823716 19.394625047823716 58678.25831020018 58642.25450230017 18.94398259338383 18.94398259338383 19.102070106496377 0.334807191860435 0.7 2.1745748462832175 212.0818882 8.96665535 0.43939104739966095 26.305182935404776 23.64 24.117777835917472 0.35 """""" """""" """""" """""" 0 False True all False False 0 0.7 2.1745748462832175 212.0818882 8.96665535 0.43939104739966095 26.305182935404776 23.64 24.117777835917472 0.35 False False 0.3 0.7 1.5 0.02 8 3 36.003807900007814 0.0 0.0 0.0 0.0 4.696017406616171 4.167929893503622 True 0.4 Inputed -22.28402463026028 -22.442112143372828 """""" """""" """"""
-0.053756727450075495 0.327594703017672 -13.934176583631215 19.799275915902165 5730.377133484873 200.49413020121574 30 10 10 11.084282400086522 58 True True 2020abpt 40.10617916666666 -1.1968055555555557 SNIa 0.139 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 40.10617916666666 -1.1968055555555557 TNS 2020abpt ZTF20acuxpwz 2020abpt SNIa 0.139 -0.018099198083231016 0.27862989534022375 0.05036589761960286 0.12254453982082936 0.27862989534022375 0.45138369185115224 15.846661468072176 15.846661468072176 -4.762379067985654 -4.762379067985654 59197.212534700055 59188.19148149993 19.460040194602147 19.538067213570216 19.460040194602147 0.811108045196607 1.869685702953539 5.897584177457662 40.105328242467394 -1.195405555139285 0.006305448818550663 17.747168844004868 18.57651903547883 18.023107780383825 0.9949999999999999 """""" """""" """""" """""" 2 False True all False False 0 0.7 0.4879557813152149 40.10623354 -1.19692972 0.010775304823252063 22.53427911772728 22.87473546303511 23.83620224275589 0.55 False False 0.3 0.7 1.5 0.02 8 3 9.021053200121969 5.897584177457662 1.869685702953539 0.553411255095007 3.1543184868672096 -0.9615481780913839 -1.4369324142183224 False 0.139 Inputed -19.55551333071292 -19.47748631174485 """""" """""" """"""
-0.22501776234415424 0.2392343604403248 -9.24284761546665 17.305233161685674 5013.6084702593425 234.01531692316624 62 44 44 70.88936339970678 73 True False 2021pby 322.4025083333333 12.91638611111111 SNIa 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 322.4025083333333 12.91638611111111 TNS 2021pby ZTF21abephjt 2021pby SNIa 0.03 0.12830363237522846 0.4069697881732317 0.19346822716453005 0.2615685481093273 0.4069697881732317 0.5653299670279921 12.147850416031345 12.147850416031345 58.741512983675435 58.741512983675435 59386.44211809989 59371.40785880014 16.756357071342038 16.756357071342038 16.87460362187334 8.718391153645488 1.5656410089076676 1.756453363253262 322.40299639 12.91649452 0.004376136382181595 19.01626612238884 19.751312065696716 20.386523705625535 0.9833333333333334 """""" """""" """""" """""" 0 False True all False False 0 1.5656410089076676 1.756453363253262 322.40299639 12.91649452 0.004376136382181595 19.01626612238884 19.751312065696716 20.386523705625535 0.9833333333333334 False False 0.3 0.7 1.5 0.02 8 3 15.034259299747646 1.756453363253262 1.5656410089076676 -0.6352116399288192 1.1218749082707806 2.9949549943546785 3.5119200837521944 False 0.03 Inputed -18.760193831751987 -18.87844038228329 """""" """""" """"""
-0.10976596683144642 0.2937559965051285 -7.8529069758744185 19.721418383289716 6162.497011351279 204.33306528229377 21 12 12 15.98178240004927 57 True False 2021iok 226.8877083333333 -12.21468611111111 SNIa 0.128 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 226.8877083333333 -12.21468611111111 TNS 2021iok ZTF21aatkhrt 2021iok SNIa 0.128 -0.1492540807795315 0.11106097412540805 -0.08924519357811178 -0.025943904444460486 0.11106097412540805 0.2628439295576612 14.34616555897479 14.34616555897479 1.63561684107448 1.63561684107448 59319.41568290023 59308.37677079998 19.281047175290716 19.281047175290716 19.414971339350828 0.4357311333595154 1.0745968489966446 1.1428172839572242 226.88789725 -12.21494434 0.003942140299789343 19.9014428951025 20.501850881004334 20.074881200265885 0.96 """""" """""" """""" """""" 0 False True all False False 0 1.0745968489966446 1.1428172839572242 226.88789725 -12.21494434 0.003942140299789343 19.9014428951025 20.501850881004334 20.074881200265885 0.96 False False 0.3 0.7 1.5 0.02 8 3 11.038912100251764 1.1428172839572242 1.0745968489966446 0.42696968073844843 1.0634846780206708 1.2208037057136174 0.6599098609150573 False 0.128 Inputed -19.41700792747423 -19.550932091534342 """""" """""" """"""
-0.181351695394393 0.17266467149387232 -9.731639019171684 18.84637959797755 5512.310124838097 79.91581449180893 83 65 65 48.00765040004626 37 True False 2019lkt 247.23133291666 70.033069 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 247.23133291666 70.033069 TNS 2019lkt ZTF19abgnuri 2019lkt SNIa 0.07 0.10970789408612092 1.0668410205151524 0.30634906726902855 0.529564373247247 1.0668410205151524 1.7474835637012625 14.90463476920387 14.90463476920387 33.10301563084239 33.10301563084239 58693.21604169998 58678.26483799983 18.331479984240634 18.38024391004521 18.331479984240634 0.9789980435965746 2.931803400059206 4.2448189485603836 247.22789815 70.03294808 0.0013305848581752766 15.601748638677597 16.435344654536248 15.945049302887917 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.931803400059206 4.2448189485603836 247.22789815 70.03294808 0.0013305848581752766 15.601748638677597 16.435344654536248 15.945049302887917 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.95120370015502 4.2448189485603836 2.931803400059206 0.4902953516483315 1.4478525226059367 -1.944899255508961 -2.386430681352717 False 0.07 Inputed -19.163685967350162 -19.114922041545586 """""" """""" """"""
-0.13068681359004164 0.1844675525456364 -9.973715740310531 18.449396568908966 3854.6858294382105 252.67965400946633 33 19 19 73.87914349976927 62 True True 2019uff 4.8053329166666 -14.397839 SNIb 0.026612 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 4.8053329166666 -14.397839 TNS 2019uff ZTF19acmelor 2019uff SNIb 0.026612 0.5778277848387603 0.9105196211058839 0.6562857100976025 0.7378210372681373 0.9105196211058839 1.0967549686696856 16.983580068668772 16.983580068668772 56.8955634311005 56.8955634311005 58803.23090279987 58789.20744210016 17.913465847209757 18.356155647761963 17.913465847209757 2.813482106709152 3.8503631381915286 8.118814922556565 4.807348309096525 -14.396709683650851 0.00114630200235466 14.258990404586791 15.205907224018574 14.60110812437296 0.985 """""" """""" """""" """""" 2 False True all False False 0 0.7 5.838486377672719 4.803681762490054 -14.397569757680149 0.05703208374046276 21.077296633849144 20.8022419241488 21.15258477227211 0.78 False False 0.3 0.7 1.5 0.02 8 3 14.023460699710995 8.118814922556565 3.8503631381915286 0.6047990996456143 2.1085842117140876 -3.1502484237433883 -3.312357722836797 False 0.026612 Inputed -17.459282656246685 -17.01659285569448 """""" """""" """"""
-0.12515960681442367 0.3800005064241185 -5.375187012608535 18.90466362861841 5767.248643644074 113.75446304511496 41 24 24 37.877002300228924 30 True True 2020zfr 2.275483333333333 3.3702972222222223 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 2.275483333333333 3.3702972222222223 TNS 2020zfr ZTF20acpksoc 2020zfr SNIa 0.09 -0.055816063412692074 0.49504640260348154 0.06364002225345544 0.1947183589317767 0.49504640260348154 0.8523924332912642 13.34622844132644 13.34622844132644 24.530773858902485 24.530773858902485 59175.24487269996 59164.254247699864 18.298472537283935 18.298472537283935 18.73389487318383 0.6213391580172629 0.966098847888865 0.1746228835036482 2.27549439828174 3.370344454167885 0.004861377325357852 20.775033248052004 21.561077767117027 20.971620064438582 0.8857142857142858 """""" """""" """""" """""" 0 False True all False False 0 0.966098847888865 0.1746228835036482 2.27549439828174 3.370344454167885 0.004861377325357852 20.775033248052004 21.561077767117027 20.971620064438582 0.8857142857142858 False False 0.3 0.7 1.5 0.02 8 3 10.990625000093132 0.1746228835036482 0.966098847888865 0.5894577026784447 0.1807505348808116 3.262605229833092 2.2377251912547536 False 0.09 Inputed -19.316489771995407 -19.7519121078953 """""" """""" """"""
-0.17654924750983214 0.2658011476574524 -6.207683878235463 15.758519418369856 5291.477259351073 220.94337481871412 70 56 56 74.68814819958061 68 True False 2019pxd 344.73052041666 40.932676805555 SNIa 0.016992 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 344.73052041666 40.932676805555 TNS 2019pxd ZTF19abyikbv 2019pxd SNIa 0.016992 0.034122457678154916 0.31157960992076283 0.09866717462604235 0.16635036528991165 0.31157960992076283 0.47074328626627704 15.020259513429412 15.020259513429412 59.667888686151194 59.667888686151194 58750.17134260014 58736.44842590019 15.300514472384965 15.360150267012923 15.300514472384965 4.955664443894208 11.703030509528638 1.1701269421997693 344.7305146 40.9323518 0.0008960748504950322 11.989024169874192 13.207108971977235 12.419097725582123 0.9099999999999999 """""" """""" """""" """""" 1 False True all False False 0 2.7690822921546716 1.1590694231909984 344.73060004 40.9329931 0.0012928415535655713 16.212292089366912 17.761133307266235 16.907288741874694 0.95 False False 0.3 0.7 1.5 0.02 8 3 13.722916699945927 1.1701269421997693 11.703030509528638 0.7880112463951114 0.09998495186755678 -2.1530412950356883 -2.8814167468028415 False 0.016992 Inputed -19.092788199211515 -19.033152404583557 """""" """""" """"""
-0.15276570173396806 0.27316218648582147 -7.646250875190805 18.85405491437202 5259.491602138636 300.02715740812107 92 58 58 57.93234959989786 51 True False 2020mfh 296.51140416666664 70.01879166666667 SNIa 0.074 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 296.51140416666664 70.01879166666667 TNS 2020mfh ZTF20abelnha 2020mfh SNIa 0.074 0.03893719196430112 0.2388747583777331 0.08634115512067808 0.1354359722857481 0.2388747583777331 0.3496170320987275 8.820460466045002 8.820460466045002 49.111889133852856 49.111889133852856 59019.28446759982 59011.312395799905 18.463803528181817 18.463803528181817 18.476962110934643 0.5135520950549676 1.933234544423416 3.173986675769092 296.50895936 70.01907347 0.0009366655574629679 16.112166546821594 17.164978147315978 16.499951013708113 0.8699999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.933234544423416 3.173986675769092 296.50895936 70.01907347 0.0009366655574629679 16.112166546821594 17.164978147315978 16.499951013708113 0.8699999999999999 False False 0.3 0.7 1.5 0.02 8 3 7.972071799915284 3.173986675769092 1.933234544423416 0.6650271336078646 1.6418011383692341 -1.2988253808658392 -1.97701109722653 False 0.074 Inputed -19.140810162524723 -19.15396874527755 """""" """""" """"""
-0.12779886591710987 0.34948797048472213 -6.224511067420142 18.832483029835625 6159.943374573131 94.52791831146183 82 48 48 43.959756900090724 60 True True 2020mes 261.86412499999994 30.19256111111111 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 261.86412499999994 30.19256111111111 TNS 2020mes ZTF20abefzfc 2020mes SNIa 0.08 -0.1155245512053682 0.540756836314678 0.02243981892240754 0.1768569825129518 0.540756836314678 0.9888751959757869 10.97823154198825 10.97823154198825 32.98152535810247 32.98152535810247 59018.339826399926 59009.36318290001 18.391363342527804 18.391363342527804 18.53510979358409 0.9865839216717497 0.9107711695468605 3.522487055253823 261.86322043 30.19197281 0.10895254918604302 23.057604777646066 24.67195165641308 24.176520727467537 0.5 """""" """""" """""" """""" 0 False True all False False 0 0.9107711695468605 3.522487055253823 261.86322043 30.19197281 0.10895254918604302 23.057604777646066 24.67195165641308 24.176520727467537 0.5 False False 0.3 0.7 1.5 0.02 8 3 8.976643499918282 0.0 0.0 0.0 0.0 5.248636657472197 4.734890206415908 True 0.08 Inputed -19.254824228487287 -19.398570679543575 """""" """""" """"""
-0.1457282568601153 0.3544880987583833 -4.120506113436949 18.836230308038047 5622.382007759313 100.65011019346971 42 29 29 35.98081010021269 32 True True 2019gyz 152.14270791666 55.516239 SNIa 0.0729 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 152.14270791666 55.516239 TNS 2019gyz ZTF19aaxpjpq 2019gyz SNIa 0.0729 -0.03077589627147148 0.6199112394696975 0.10786589574098926 0.2617091595947798 0.6199112394696975 1.0547795987946387 14.955023705790609 14.955023705790609 21.025786394422084 21.025786394422084 58649.179456000216 58637.22046299977 18.472670216222934 18.472670216222934 18.57092907538102 0.7174020761247196 1.7530570474060834 0.7536869228351375 152.142379391097 55.516335092797505 0.0012487795844065008 17.366867179993392 17.825880762545168 17.577640761585236 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.7530570474060834 0.7536869228351375 152.142379391097 55.516335092797505 0.0012487795844065008 17.366867179993392 17.825880762545168 17.577640761585236 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.958993000444025 0.7536869228351375 1.7530570474060834 0.2482400009599317 0.42992720855851946 -0.6467894536777656 -0.9932883137957838 False 0.0729 Inputed -19.013791260167043 -19.11205011932513 """""" """""" """"""
-0.19448673413799777 0.19832557804575662 -9.650109618617869 18.268484095893886 4338.8071737158425 170.8460808439545 46 32 32 59.918171300087124 94 True True 2018dxt 254.72340416666 45.288868 SNIc 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 254.72340416666 45.288868 TNS 2018dxt ZTF18abfzhct 2018dxt SNIc 0.04 0.39038491357483807 0.8535074380468899 0.49639756646030975 0.6087225975002895 0.8535074380468899 1.1273161213309635 9.692305661741388 9.692305661741388 50.22586563834574 50.22586563834574 58325.24015050009 58314.216273100115 17.837750507021745 18.04884959401465 17.837750507021745 4.800171331256823 5.404321356792953 14.497077057145795 254.7200397758815 45.292125956375 0.009404973025412877 15.771062104235888 16.40290651317835 15.948728471499086 0.99 """""" """""" """""" """""" 10 True True all False False 0 0.7 0.2057921168867685 254.72336368572599 45.28891756497595 0.00576367599070049 21.830284300329684 21.387366814131738 21.749261057020426 0.06428571428571428 False False 0.3 0.7 1.5 0.02 8 3 11.023877399973571 14.497077057145795 5.404321356792953 0.4541780416792651 2.6824972276905252 -1.6459430808363003 -1.8890220355226592 False 0.04 Inputed -18.427054380459673 -18.215955293466767 """""" """""" """"""
-0.12238180903719373 0.39512031722181856 -9.295598829115859 18.774171222408697 6431.751283800357 201.0345681081716 10 10 10 26.02798609994352 46 True True 2019udy 196.63379166666664 37.453388888888895 SNIa 0.104 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 196.63379166666664 37.453388888888895 TNS 2019udy ZTF19acmwipq 2019udy SNIa 0.104 -0.19017395789806812 0.06505947787200839 -0.1314646567154938 -0.0694466103450786 0.06505947787200839 0.21446312817755597 -1.708156159277756 -1.708156159277756 27.736142259221275 27.736142259221275 58786.527338000014 58786.527338000014 18.38672734935686 18.38672734935686 18.703218511888977 1.2902687093635854 0.6355936441877615 2.366609045782898 196.63377568 37.45273162 0.09212419378643988 23.849785542818903 23.603276788014174 23.728731478244065 0.5 """""" """""" """""" """""" 0 False True all False False 0 0.6355936441877615 2.366609045782898 196.63377568 37.45273162 0.09212419378643988 23.849785542818903 23.603276788014174 23.728731478244065 0.5 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.0 0.0 0.0 0.0 5.25327265064314 4.5667814881110225 True 0.104 Inputed -19.66748574993597 -19.983976912468087 """""" """""" """"""
-0.1335859177777457 0.38042378063517246 -10.365555953667917 18.2582006480835 5668.7944800533005 120.84814022681759 19 12 12 26.004838000051677 46 True False 2020jbq 233.813775 -3.444688888888889 SNIa 0.061539 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 233.813775 -3.444688888888889 TNS 2020jbq ZTF20aayeims 2020jbq SNIa 0.061539 0.018619715676919668 0.561578449698743 0.13758673905705976 0.267260638828823 0.561578449698743 0.9078077533308679 -0.1711110011637036 -0.1711110011637036 26.17594900121538 26.17594900121538 58975.251354199834 58972.29172449978 17.8781270268378 17.8781270268378 18.173883462434254 3.264532906540571 2.8977337333634567 8.04060955516442 233.81596369 -3.44422471 0.0012482861140162838 14.6905510597229 15.9298057346344 15.072689279937745 0.9099999999999999 """""" """""" """""" """""" 1 False True all False False 0 1.1189264014283602 7.8448577119272285 233.81512215 -3.44640363 0.0028489313347568324 16.290104551506044 19.46193715610504 16.524792703819276 0.8 False False 0.3 0.7 1.5 0.02 8 3 2.9596297000534832 8.04060955516442 2.8977337333634567 0.857116454696655 2.7747924050397565 -1.9483212922033992 -3.10119418249651 False 0.061539 Inputed -19.03738040871908 -19.333136844315536 """""" """""" """"""
-0.13576413662148532 0.5035812548950852 -6.155093925473726 17.521307998624668 6527.313685650685 177.18583460308292 31 14 14 30.89862270001322 94 True False 2021rta 240.3443916666666 -21.772169444444444 SNIa 0.044 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 240.3443916666666 -21.772169444444444 TNS 2021rta ZTF21abistmz 2021rta SNIa 0.044 -0.21986653763927322 0.06581716369206703 -0.15493088204907934 -0.08580337483607892 0.06581716369206703 0.23662539418785755 12.79355640833231 12.79355640833231 18.10506629168091 18.10506629168091 59410.18695600005 59396.291261599865 17.075077466457778 17.075077466457778 17.372209483338114 1.0882047279754636 2.7839807771386336 8.607886060474609 240.34645754 -21.77359655 0.008860227938823129 17.185944649124146 17.89970975446701 17.468226315689087 1.0 """""" """""" """""" """""" 3 False True all False False 0 1.0172229905982448 3.27776740162473 240.34371151 -21.77282521 0.007596061512606722 19.554970746135712 21.838507410240172 20.531663813781737 0.0 False False 0.3 0.7 1.5 0.02 8 3 13.895694400183856 8.607886060474609 2.7839807771386336 0.4314834387779243 3.091934445510707 0.8246322880092336 0.09601683235097269 False 0.044 Inputed -19.10164776812825 -19.398779785008585 """""" """""" """"""
-0.06234499624260313 0.4248587196380741 -14.017045639008373 19.555996857440213 6149.4022864548815 232.26233337555115 36 36 36 61.95695610018447 65 True True 2021rwz 347.4589874999999 10.028441666666668 SLSN-I 0.19 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 347.4589874999999 10.028441666666668 TNS 2021rwz ZTF21abezyhr 2021rwz SLSN-I 0.19 -0.12017350229421453 0.11180603593168925 -0.06614664543642945 -0.009534382035432998 0.11180603593168925 0.24458758803685754 22.74320299289294 22.74320299289294 39.21375310729153 39.21375310729153 59396.43439809978 59373.404178199824 19.099462218917317 19.099462218917317 19.22536899968107 0.6723159332604772 0.7 0.46485034747205156 347.45905308 10.02832985 0.02432709269474953 23.62827528320551 24.487748312187193 22.45822381849289 0.7 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.46485034747205156 347.45905308 10.02832985 0.02432709269474953 23.62827528320551 24.487748312187193 22.45822381849289 0.7 False False 0.3 0.7 1.5 0.02 8 3 23.030219899956137 0.46485034747205156 0.7 2.0295244936943035 0.6640719249600737 5.388286093269876 3.23285481881182 False 0.19 Inputed -20.488320532488927 -20.61422731325268 """""" """""" """"""
-0.0062899814606578106 0.5684992536563174 -23.041365701671054 18.7277938020812 5831.33316584985 201.65926980011332 53 39 39 69.93031249986961 49 True True 2021iaw 215.7828333333333 50.22086111111111 SNIIP 0.026901 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 215.7828333333333 50.22086111111111 TNS 2021iaw ZTF18aaszvfn 2021iaw SNIIP 0.026901 0.018917355749373144 0.3222402122351795 0.08897895386166255 0.16278875342995036 0.3222402122351795 0.49850135883884406 72.68388485556221 72.68388485556221 -2.7535723556925973 -2.7535723556925973 59313.266597200185 59307.32782409992 18.486021596371774 18.486021596371774 18.572537135182905 1.9675065358153714 2.8711667896824995 2.4610941082195805 215.783561723522 50.2213612745271 0.0004091329604551941 14.436724801523685 15.45167369284153 14.787172370811104 0.95 """""" """""" """""" """""" 0 False True all False False 0 2.8711667896824995 2.4610941082195805 215.783561723522 50.2213612745271 0.0004091329604551941 14.436724801523685 15.45167369284153 14.787172370811104 0.95 False False 0.3 0.7 1.5 0.02 8 3 5.93877310026437 2.4610941082195805 2.8711667896824995 0.664501322030425 0.8571755974133897 -3.0343479035302447 -3.785364764371801 False 0.026901 Inputed -16.823822635566593 -16.910338174377724 """""" """""" """"""
-0.2263854002762131 0.20176955289593979 -9.045128594332997 17.461435476964283 5406.058376749874 160.1945251106316 79 71 71 74.88359959982336 47 True False 2019gxi 270.57185958333 69.882003111111 SNIa 0.034 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 270.57185958333 69.882003111111 TNS 2019gxi ZTF19aawqckx 2019gxi SNIa 0.034 0.043826134421742324 0.44350525141610575 0.13432102244583888 0.2308982073276269 0.44350525141610575 0.6842185963129097 13.14919049156169 13.14919049156169 61.734409108261666 61.734409108261666 58651.4537037001 58636.3297569002 16.884135252276 16.884135252276 16.958007301188267 5.457462261967843 3.3654783974756857 3.171089094060574 270.56971578 69.88248499 0.0007174870053502369 14.716185223901272 15.982948397397994 15.18358092303276 0.95 """""" """""" """""" """""" 0 False True all False False 0 3.3654783974756857 3.171089094060574 270.56971578 69.88248499 0.0007174870053502369 14.716185223901272 15.982948397397994 15.18358092303276 0.95 False False 0.3 0.7 1.5 0.02 8 3 15.123946799896657 3.171089094060574 3.3654783974756857 0.7993674743652335 0.9422402165585387 -0.9011868548780058 -1.774426378155507 False 0.034 Inputed -18.950719736095763 -19.02459178500803 """""" """""" """"""
-0.13008101283492388 0.36490424011049327 -7.837334586740378 19.21635351315309 5364.056452426967 135.98998563039538 39 31 31 50.015567099675536 57 True True 2020ass 241.83394166666662 37.02515 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 241.83394166666662 37.02515 TNS 2020ass ZTF20aahqcup 2020ass SNIa 0.1 0.05646379452436534 0.5428841147130861 0.16470756262487996 0.2815230046147441 0.5428841147130861 0.8449145863701872 14.942422296917794 14.942422296917794 35.07314480275774 35.07314480275774 58879.546481499914 58864.51666670013 18.72908229686237 18.963231602230913 18.72908229686237 0.4698472721889491 1.2042900318350171 7.580215393450938 241.8361875203785 37.02404608400155 0.0024050278694113247 16.133597309223113 17.443076975242498 16.56091974431634 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.2042900318350171 7.580215393450938 241.8361875203785 37.02404608400155 0.0024050278694113247 16.133597309223113 17.443076975242498 16.56091974431634 0.975 False False 0.3 0.7 1.5 0.02 8 3 15.029814799781889 7.580215393450938 1.2042900318350171 0.8821572309261576 6.294343715442625 -1.5201546269884147 -2.168162552546029 False 0.1 Inputed -19.554659801608558 -19.320510496240015 """""" """""" """"""
-0.12364591277303472 0.3402806613038587 -13.854730599727883 18.36465320775433 5996.59124030386 160.59840095434438 29 17 17 31.8325462997891 29 True True 2021bsy 173.86155416666665 -3.3070055555555555 SNIa 0.077564 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 173.86155416666665 -3.3070055555555555 TNS 2021bsy ZTF21aagyhax 2021bsy SNIa 0.077564 -0.055789075471988525 0.31343833341773575 0.02765991817704716 0.11682433467841236 0.31343833341773575 0.5364585530106396 -3.1562725631146424 -3.1562725631146424 34.98881886290374 34.98881886290374 59251.400254600216 59249.42011569999 18.12672294153265 18.12672294153265 18.24332582002808 2.225134556361719 1.6545577339191055 1.0283045364935877 173.86127084706902 -3.30696571323621 0.0006910498127902232 16.678124231745002 17.657542157392502 17.053976489459277 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.6545577339191055 1.0283045364935877 173.86127084706902 -3.30696571323621 0.0006910498127902232 16.678124231745002 17.657542157392502 17.053976489459277 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 1.9801389002241194 1.0283045364935877 1.6545577339191055 0.6035656679332249 0.6214981293266031 -0.4691807841401463 -1.1893493305688025 False 0.077564 Inputed -19.478299119827298 -19.59490199832273 """""" """""" """"""
-0.13900019626661217 0.39761183379139686 -4.198152306802769 18.432943020906478 5732.757125194584 193.72410819617141 22 12 12 26.024340300355107 47 True True 2019koz 196.49558833333 8.3330911111111 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 196.49558833333 8.3330911111111 TNS 2019koz ZTF19abdznxo 2019koz SNIa 0.06 -0.0809227916525046 0.21210253624434472 -0.01357906750618909 0.05760063737031018 0.21210253624434472 0.38390355000367293 13.433687043148764 13.433687043148764 12.590653257206343 12.590653257206343 58677.17285879981 58666.176111099776 18.123455195117508 18.123455195117508 18.190782366644264 0.2161705783061299 0.9493133198238791 0.4593843854423213 196.4955623587135 8.332966119196145 0.001796295711786522 19.444728450210093 20.13710389683962 19.727503207378387 0.9400000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.9493133198238791 0.4593843854423213 196.4955623587135 8.332966119196145 0.001796295711786522 19.444728450210093 20.13710389683962 19.727503207378387 0.9400000000000001 False False 0.3 0.7 1.5 0.02 8 3 10.996747700031847 0.4593843854423213 0.9493133198238791 0.4096006894612323 0.48391229307469147 2.0136487017221114 1.536720840734123 False 0.06 Inputed -18.964718614553536 -19.032045786080293 """""" """""" """"""
-0.11739630422063978 0.5384078007627708 -5.081891838796127 17.55847491870771 5384.946157442426 179.34057329585966 36 23 23 27.01369210006669 55 True True 2019ugu 271.3913749999999 45.25453888888889 SNIa 0.045 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 271.3913749999999 45.25453888888889 TNS 2019ugu ZTF19acmdpyr 2019ugu SNIa 0.045 0.01029932943364642 0.3536345947807149 0.08881540871105997 0.17207036265459408 0.3536345947807149 0.5567581442618135 19.18899827561453 19.18899827561453 7.824693824452163 7.824693824452163 58804.09807869978 58785.101111100055 17.430141932495516 17.430141932495516 17.579666902443964 0.6942438843398832 2.4322557366914985 6.548610344730747 271.392047196999 45.2562953237502 0.0022354244690285796 15.9705821902287 16.569724625504016 16.29900834830284 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.4322557366914985 6.548610344730747 271.392047196999 45.2562953237502 0.0022354244690285796 15.9705821902287 16.569724625504016 16.29900834830284 1.0 False False 0.3 0.7 1.5 0.02 8 3 18.996967599727213 6.548610344730747 2.4322557366914985 0.2707162772011742 2.692402055401692 -0.8604173069915007 -1.280658554141123 False 0.045 Inputed -18.943508537303938 -19.093033507252386 """""" """""" """"""
-0.14597430369447273 0.2823528143565566 -8.187457622577384 17.297927714017124 5756.263413742615 136.26651192702803 52 42 42 69.92226850008592 46 True True 2020xih 152.033 19.4261 SNIa 0.0364 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 152.033 19.4261 TNS 2020xih ZTF20acifwef 2020xih SNIa 0.0364 -0.03656638750291208 0.41599091268622246 0.06394632221238084 0.17255901518592154 0.41599091268622246 0.6978233184444562 4.477189493586932 4.477189493586932 65.44507900649899 65.44507900649899 59144.506215299945 59140.50472219987 16.792629157720658 16.792629157720658 16.910297202453332 10.516326601250075 1.1935235564556546 0.46768691685845065 152.03312895658502 19.4261456851359 0.0011999450120504518 18.33612246502817 19.048836018273832 18.539164768247602 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.1935235564556546 0.46768691685845065 152.03312895658502 19.4261456851359 0.0011999450120504518 18.33612246502817 19.048836018273832 18.539164768247602 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 4.001493100076914 0.46768691685845065 1.1935235564556546 0.5096712500262299 0.3918539473551041 2.256206860553174 1.6288675657942697 False 0.0364 Inputed -19.147816813541784 -19.26548485827446 """""" """""" """"""
-0.18257820646442163 0.25022850482723047 -7.95533318459732 19.16470088447328 5792.120433375245 166.38667474802327 62 35 35 58.88173610018566 42 True True 2021iue 227.91193749999996 15.34758888888889 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 227.91193749999996 15.34758888888889 TNS 2021iue ZTF21aateglh 2021iue SNIa 0.09 -0.06065683125375543 0.2926707158604316 0.019470071540830247 0.1048970645645042 0.2926707158604316 0.5048105832338905 12.635632841890514 12.635632841890514 46.24610325829515 46.24610325829515 59324.37846060004 59311.37537040003 18.60014612285806 18.60014612285806 18.732953791370807 0.8643079567601983 0.6585087569660005 0.7167535674837954 227.91208929 15.34745393 0.010302165985542677 22.445170989769696 23.277436182260512 22.15143687942028 0.43333333333333335 """""" """""" """""" """""" 0 False True all False False 0 0.6585087569660005 0.7167535674837954 227.91208929 15.34745393 0.010302165985542677 22.445170989769696 23.277436182260512 22.15143687942028 0.43333333333333335 False False 0.3 0.7 1.5 0.02 8 3 13.003090200014412 0.7167535674837954 0.6585087569660005 1.1259993028402313 1.0884495610751643 4.677290059402452 3.4184830880494737 False 0.09 Inputed -19.31743085380843 -19.450238522321175 """""" """""" """"""
-0.13719206351626306 0.3530386970505732 -6.121866954979145 18.448139365650178 6000.925286133031 205.11273375576593 13 5 5 12.043703699950129 68 True True 2020jwp 166.64967499999997 -15.854808333333333 SNIa 0.072 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 166.64967499999997 -15.854808333333333 TNS 2020jwp ZTF20abahpah 2020jwp SNIa 0.072 -0.1275783606412837 0.1366893925969741 -0.06661357701152326 -0.002334571302228028 0.1366893925969741 0.29057498307944485 7.537932002150397 7.537932002150397 4.505771697799732 4.505771697799732 58993.227789400145 58987.15718750004 18.025240493915735 18.025240493915735 18.34155238665646 3.077979755001155 1.1893063429175055 2.9377857930797653 166.64919426531998 -15.85548070563585 0.0021947590052612265 17.971092467603683 18.604131900339127 18.164881873288156 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.1893063429175055 2.9377857930797653 166.64919426531998 -15.85548070563585 0.0021947590052612265 17.971092467603683 18.604131900339127 18.164881873288156 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 6.070601900108159 2.9377857930797653 1.1893063429175055 0.4392500270509707 2.4701674304309504 0.5788914064233914 -0.17667051336830397 False 0.072 Inputed -19.2157572527918 -19.532069145532525 """""" """""" """"""
-0.16858229090917662 0.23557051627273626 -6.748931949710779 17.452690113669235 4214.981566336177 123.43625981228874 53 31 31 47.91297459974885 57 True True 2021rbl 317.71042916666664 5.071202777777778 SNIa 0.029 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 317.71042916666664 5.071202777777778 TNS 2021rbl ZTF21abienbe 2021rbl SNIa 0.029 0.4387835672932425 1.1273310438077466 0.5912139989846814 0.7562166298467226 1.1273310438077466 1.5596241224659302 12.792952499971879 12.792952499971879 35.12002209977697 35.12002209977697 59403.350879599806 59392.38489580015 17.038773525967503 17.148263379263454 17.038773525967503 3.359580515387012 6.526939221776605 3.191603748991797 317.7095479384625 5.071327225479395 0.0009074247111848788 13.46937452767849 14.55808956363678 13.852308447489738 0.985 """""" """""" """""" """""" 0 False True all False False 0 6.526939221776605 3.191603748991797 317.7095479384625 5.071327225479395 0.0009074247111848788 13.46937452767849 14.55808956363678 13.852308447489738 0.985 False False 0.3 0.7 1.5 0.02 8 3 10.965983799658716 3.191603748991797 6.526939221776605 0.7057811161470422 0.48898934715728154 -2.590173815626674 -3.186465078477765 False 0.029 Inputed -18.521869016152223 -18.412379162856272 """""" """""" """"""
-0.18777109150542864 0.22996055420843697 -9.29173419383735 18.39988438965368 5023.106697289622 127.01750707061247 27 18 18 59.92429400002584 50 True True 2019bpf 185.42194374999 31.708902055555 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 185.42194374999 31.708902055555 TNS 2019bpf ZTF19aalveag 2019bpf SNIa 0.05 0.17646552031382612 0.7476876189306338 0.30285749761146263 0.4397469667306062 0.7476876189306338 1.106157804567225 11.56552130987522 11.56552130987522 48.358772690150616 48.358772690150616 58559.3177894 58546.28840279998 18.02464341594976 18.02464341594976 18.051008115501254 3.0982488936493215 1.740446340190113 0.4374673229389285 185.422086581409 31.7089006783428 0.0009661931022162396 17.08686785212636 17.748231745066644 17.339835756112933 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.740446340190113 0.4374673229389285 185.422086581409 31.7089006783428 0.0009661931022162396 17.08686785212636 17.748231745066644 17.339835756112933 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.029386600013822 0.4374673229389285 1.740446340190113 0.40839598895371054 0.2513535251486943 -0.27641167088311747 -0.7111723593883212 False 0.05 Inputed -18.70353051567402 -18.729895215225515 """""" """""" """"""
-0.13369501531993735 0.4306265616975121 -2.844431117757837 18.961746175720886 5682.504430660874 148.32557092142093 48 32 32 37.99451390001923 24 True True 2021iwz 158.42825 11.890530555555555 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 158.42825 11.890530555555555 TNS 2021iwz ZTF21aatwlhj 2021iwz SNIa 0.1 -0.07289041263294749 0.3257840243075023 0.016430391250516152 0.11240933382711304 0.3257840243075023 0.5702943046847366 14.483371411741759 14.483371411741759 23.511142488277468 23.511142488277468 59323.25879629981 59312.23275459977 18.66005357723508 18.66005357723508 18.713503466585593 0.2829778002035443 1.355925936220139 3.9004710850532325 158.4273055760495 11.8899650273908 0.0023131239054485775 17.438763357503415 18.12918543885231 17.715291702804564 1.0 """""" """""" """""" """""" 1 False True all False False 0 1.1751504793976635 1.3450539725147526 158.428466225011 11.890838497270199 0.002664833315244808 19.104673949792385 18.108845308594702 19.076425882868765 0.7999999999999999 False False 0.3 0.7 1.5 0.02 8 3 11.026041700039059 3.9004710850532325 1.355925936220139 0.41389373604774704 2.8766107210298086 -0.5308681383827683 -0.998211763781029 False 0.1 Inputed -19.570238631885335 -19.62368852123585 """""" """""" """"""
-0.0019619373221779683 0.5033383039245674 -1.3120944367399456 18.232856339633173 4747.699129577493 135.80080614678766 34 28 28 72.89675930002704 40 True True 2020fcx 205.0417083333333 23.341538888888888 SNII 0.0319 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 205.0417083333333 23.341538888888888 TNS 2020fcx ZTF20aatqgeo 2020fcx SNII 0.0319 0.1655576684590585 0.6905012833321464 0.28260878139758816 0.4087576697548556 0.6905012833321464 1.0154873921314582 348.5934579899461 348.5934579899461 -275.69669868991906 -275.69669868991906 58936.3056481001 58936.3056481001 18.17741743232262 18.17741743232262 18.229156087108613 3.347525761304318 4.6423264473475045 1.6538991094632374 205.041683265299 23.341080049388097 0.0007824374956533209 14.206368046694994 15.10609728294611 14.534961534956096 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 4.6423264473475045 1.6538991094632374 205.041683265299 23.341080049388097 0.0007824374956533209 14.206368046694994 15.10609728294611 14.534961534956096 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 0.0 1.6538991094632374 4.6423264473475045 0.571135747990013 0.3562651459826202 -3.071320149376511 -3.694194552152517 False 0.0319 Inputed -17.54000824833007 -17.591746903116064 """""" """""" """"""
-0.06889962957097205 0.2307932920344971 -11.089800548489077 20.098755335360483 5592.307015515248 212.6293245540571 22 12 12 17.98040510015562 52 True True 2021ita 186.49517499999996 7.235433333333334 SNIa 0.154 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 186.49517499999996 7.235433333333334 TNS 2021ita ZTF19aagthvg 2021ita SNIa 0.154 -0.008647384020271431 0.2715006776696214 0.056297631975013473 0.12455513974425614 0.2715006776696214 0.4332163400612288 28.17131125322491 28.17131125322491 -10.190906153069289 -10.190906153069289 59325.277638900094 59307.29723379994 19.724792002323532 19.84101422512726 19.724792002323532 0.5313637813120918 0.8572136494180299 0.66126605641142 186.495047864758 7.235299792315745 0.00034865671261485875 17.447219428326488 18.786297051589486 17.847530500981804 0.8600000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.8572136494180299 0.66126605641142 186.495047864758 7.235299792315745 0.00034865671261485875 17.447219428326488 18.786297051589486 17.847530500981804 0.8600000000000001 False False 0.3 0.7 1.5 0.02 8 3 17.98040510015562 0.66126605641142 0.8572136494180299 0.9387665506076814 0.7714133540224885 -1.0547171735377745 -1.877261501341728 False 0.154 Inputed -19.51928708311155 -19.403064860307822 """""" """""" """"""
-0.18165886835400216 0.14028384976206723 -8.354187757759414 18.981625236571748 5902.602986123768 80.67578777265506 47 31 31 49.90555549971759 51 True True 2021jb 176.59416666666664 51.11873055555556 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 176.59416666666664 51.11873055555556 TNS 2021jb ZTF18aajjhkq 2021jb SNIa 0.07 -0.012149572110104145 0.855624956260506 0.16572643540066068 0.3679808072103654 0.855624956260506 1.4739332011308868 14.43246569539087 14.43246569539087 35.47308980432672 35.47308980432672 59231.43288190011 59219.45818290021 18.300598614003537 18.300598614003537 18.471865101748527 1.5462301107225278 1.1403664483611393 1.9194997113722754 176.5939525741245 51.119246536533254 0.0007241408255905801 17.135887690255643 18.286632916070225 17.478959702478647 0.9850000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.1403664483611393 1.9194997113722754 176.5939525741245 51.119246536533254 0.0007241408255905801 17.135887690255643 18.286632916070225 17.478959702478647 0.9850000000000001 False False 0.3 0.7 1.5 0.02 8 3 11.974698999896646 1.9194997113722754 1.1403664483611393 0.8076732135915776 1.6832306090124414 -0.013965697933311816 -0.9929053992698798 False 0.07 Inputed -19.02330084984227 -19.19456733758726 """""" """""" """"""
-0.1471836468698351 0.32268163269932004 -7.10590233036332 17.036940151095948 6365.086435338133 118.31239379152059 81 68 68 67.9435300999321 127 True False 2020mpr 323.65414999999996 62.37235277777778 SNIa 0.044 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 323.65414999999996 62.37235277777778 TNS 2020mpr ZTF20abegoix 2020mpr SNIa 0.044 -0.16196847772715728 0.31878375716988927 -0.057502833381782636 0.0569813703650226 0.31878375716988927 0.6293939676017217 12.588795424617075 12.588795424617075 55.35473467531503 55.35473467531503 59022.36141199991 59010.35159720015 16.387470028544225 16.387470028544225 16.768568187813123 2.2242022852415144 1.9388828180625037 3.968990811990848 323.65631717 62.37280616 0.002525553420136828 17.145685649299622 18.051140001678466 17.40614900112152 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.9388828180625037 3.968990811990848 323.65631717 62.37280616 0.002525553420136828 17.145685649299622 18.051140001678466 17.40614900112152 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.009814799763262 3.968990811990848 1.9388828180625037 0.6449910005569457 2.047050381289675 1.6636699731342404 0.6375808133083964 False 0.044 Inputed -19.70528906365324 -20.086387222922138 """""" """""" """"""
-0.02481715294927505 0.34223016726149375 -5.527978278445239 18.956267716769474 4006.037496479644 234.9925361563869 15 15 15 52.04146990040317 28 True True 2018jbb 197.21703416666 9.4626570555555 SNII 0.0334 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 197.21703416666 9.4626570555555 TNS 2018jbb ZTF18acqsroy 2018jbb SNII 0.0334 0.474719322614348 0.8160619793516197 0.5548118886023019 0.6383217527679079 0.8160619793516197 1.0089283479270712 43.68530283346754 43.68530283346754 8.356167066935633 8.356167066935633 58448.51343750022 58442.5070369998 18.71664394899652 19.405235897669407 18.71664394899652 0.9773724917892765 2.9258742063603003 2.9482139389366897 197.216324472824 9.46223205681476 0.0034314340958541134 17.112093649652003 17.566587966897487 17.268189867942333 0.9899999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.9258742063603003 2.9482139389366897 197.216324472824 9.46223205681476 0.0034314340958541134 17.112093649652003 17.566587966897487 17.268189867942333 0.9899999999999999 False False 0.3 0.7 1.5 0.02 8 3 6.006400500424206 2.9482139389366897 2.9258742063603003 0.298398098955154 1.007635233438207 -1.83864793077192 -1.4484540810541873 False 0.0334 Inputed -17.153100992690998 -16.46450904401811 """""" """""" """"""
-0.005666978022529166 0.18702021416617848 8.766520899927512 18.389622337524003 4573.886163566578 215.9646260025548 126 69 69 74.8988772998564 37 True False 2021iy 169.63195833333333 -6.277930555555556 SNII 0.013639 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 169.63195833333333 -6.277930555555556 TNS 2021iy ZTF21aabfwwl 2021iy SNII 0.013639 0.1458645163863288 0.45371703897252047 0.2174694007048572 0.29256182761740845 0.45371703897252047 0.6303975616984303 304.6100135267172 304.6100135267172 -229.7111362268608 -229.7111362268608 59219.41898149997 59219.41898149997 18.319864618541676 18.319864618541676 18.33521278889847 1.609094112436184 6.465888922364122 11.531641062197677 169.63142264 -6.27477189 0.002625468282556609 14.199795937931537 14.958803327655792 14.435982564997673 1.0 """""" """""" """""" """""" 0 False True all False False 0 6.465888922364122 11.531641062197677 169.63142264 -6.27477189 0.002625468282556609 14.199795937931537 14.958803327655792 14.435982564997673 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 11.531641062197677 6.465888922364122 0.5228207626581192 1.7834579592470583 -3.3610612908858837 -3.8992302239007977 False 0.013639 Inputed -15.57890998269623 -15.594258153053024 """""" """""" """"""
-0.07719100491678087 0.32012364416321115 -19.572108112669525 18.734353822123722 3555.1702408735837 263.5180200095741 17 16 16 65.98322909977287 54 True True 2018jay 205.45909291666 30.566568305555 SNII 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 205.45909291666 30.566568305555 TNS 2018jay ZTF18acqppuj 2018jay SNII 0.04 0.815909255454752 1.1711251274579055 0.8999674918264304 0.9871245993926507 1.1711251274579055 1.368726001949863 18.188817613633113 18.188817613633113 47.79441148613976 47.79441148613976 58465.514942099806 58442.510243100114 18.40920933402272 19.404396322805077 18.40920933402272 2.714072255634871 3.2173861297366657 2.5369260000264693 205.458967491151 30.56587192838215 0.0026472780246689087 16.62770562886 17.14097260006428 16.789673829392193 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.2173861297366657 2.5369260000264693 205.458967491151 30.56587192838215 0.0026472780246689087 16.62770562886 17.14097260006428 16.789673829392193 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 23.004698999691755 2.5369260000264693 3.2173861297366657 0.3512987706720878 0.7885052952081042 -2.2634237227407965 -1.6195355046305266 False 0.04 Inputed -17.8555955534587 -16.86040856467634 """""" """""" """"""
-0.15004698758847845 0.35977989040988545 -6.243940529524279 18.998861745237004 5295.123740527322 140.1202321435148 59 28 28 16.043136600404978 44 True True 2021hj 162.18654999999998 0.879 SNIa 0.10579 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 162.18654999999998 0.879 TNS 2021hj ZTF21aaahliy 2021hj SNIa 0.10579 0.05627088483130649 0.5261355412583377 0.16118880252149737 0.2741661625235352 0.5261355412583377 0.8161468380010959 8.584080376828991 8.584080376828991 7.4590562235759865 7.4590562235759865 59224.45689810021 59216.44182869978 18.657200414676375 18.657200414676375 18.723847753592803 0.7177800394842709 1.0019726510793028 1.0746272236518113 162.186778576853 0.8788079800005095 0.0002553896486995333 16.47665409295201 17.66473104481697 16.828969400970937 0.6749999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.0019726510793028 1.0746272236518113 162.186778576853 0.8788079800005095 0.0002553896486995333 16.47665409295201 17.66473104481697 16.828969400970937 0.6749999999999999 False False 0.3 0.7 1.5 0.02 8 3 8.015069400426 1.0746272236518113 1.0019726510793028 0.835761643846034 1.072511532619425 -0.9924693698594034 -1.8948783526218662 False 0.10579 Inputed -19.684710409012343 -19.751357747928772 """""" """""" """"""
-0.1303307280569742 0.4812256838140244 -2.655360394767164 18.32217715217197 5747.774711324284 135.60026977397348 50 28 28 31.964918999932706 54 True True 2021kmv 152.84195 41.788402777777776 SNIa 0.063 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 152.84195 41.788402777777776 TNS 2021kmv ZTF21aaxkckg 2021kmv SNIa 0.063 -0.08687520289966955 0.3501693251547593 0.010007445126767323 0.11482764598937933 0.3501693251547593 0.6231833099533723 11.9135945717224 11.9135945717224 20.051324428210307 20.051324428210307 59338.197453700006 59329.2405208 18.075547780080853 18.075547780080853 18.176124578749064 0.28577187908193696 0.5978994437656374 0.5515452715469561 152.841854198007 41.788267241838 0.0008895789540135368 19.55719409294784 20.049528901224136 19.731146423621773 0.32999999999999996 """""" """""" """""" """""" 0 False True all False False 0 0.5978994437656374 0.5515452715469561 152.841854198007 41.788267241838 0.0008895789540135368 19.55719409294784 20.049528901224136 19.731146423621773 0.32999999999999996 False False 0.3 0.7 1.5 0.02 8 3 8.956932900007814 0.5515452715469561 0.5978994437656374 0.3183824776023627 0.9224716251168632 1.9739811211432823 1.5550218448727087 False 0.063 Inputed -19.08681522905491 -19.18739202772312 """""" """""" """"""
-0.08904807754219285 0.31548176261478805 -32.374976450750296 18.77854530346805 5026.895527895951 249.4517280046495 75 32 32 42.88829870009795 49 True True 2021eba 139.42614999999998 44.038977777777774 SNIIb 0.039724 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 139.42614999999998 44.038977777777774 TNS 2021eba ZTF21aanrhag 2021eba SNIIb 0.039724 0.265117615240797 0.5491652649495613 0.3319067172862553 0.4014530202990727 0.5491652649495613 0.7089836894678285 -17.447679299368485 -17.447679299368485 60.33597799946644 60.33597799946644 59275.27008099994 59273.298194400035 18.716628972769968 18.889440976463213 18.716628972769968 3.0827485628464757 5.053271250300298 6.30416356562995 139.4239409243345 44.038239758107196 0.0019089450700728872 14.766219806423187 15.41322948491931 15.05572365175426 1.0 """""" """""" """""" """""" 0 False True all False False 0 5.053271250300298 6.30416356562995 139.4239409243345 44.038239758107196 0.0019089450700728872 14.766219806423187 15.41322948491931 15.05572365175426 1.0 False False 0.3 0.7 1.5 0.02 8 3 1.9718865999020636 6.30416356562995 5.053271250300298 0.3575058331650496 1.2475410983044528 -3.4762114915439035 -3.660905321015708 False 0.039724 Inputed -17.532995921772102 -17.360183918078857 """""" """""" """"""
-0.00540994542634953 0.20679840642869943 -0.7793762988160968 18.475799961831783 4562.829836758812 164.73768347089384 127 79 79 74.04099539993331 110 True True 2019gmh 247.76320791666 41.153981 SNII 0.030666 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 247.76320791666 41.153981 TNS 2019gmh ZTF19aawgxdn 2019gmh SNII 0.030666 0.21975107541886985 0.655962769145237 0.31907034369428544 0.4246757175649023 0.655962769145237 0.9162309680253067 308.52129586267426 308.52129586267426 -234.48030046274096 -234.48030046274096 58653.203518500086 58635.22017360013 18.347519703810498 18.35361308156211 18.347519703810498 2.274478504361078 3.103585275652664 10.934751387245717 247.7661573863645 41.15605325916685 0.0007356121997068588 13.368068980417847 15.049900905336141 13.7918210555166 0.99 """""" """""" """""" """""" 5 False True all False False 0 0.7 5.80581525243423 247.7637037215075 41.155549925512545 0.4993894795967676 24.337476981732248 18.204755865627526 22.92717125722408 0.35000000000000003 False False 0.3 0.7 1.5 0.02 8 3 17.983344899956137 10.934751387245717 3.103585275652664 1.2580798498195414 3.5232643591358093 -3.303712176225968 -4.555698648293898 False 0.030666 Inputed -17.3353151227736 -17.32922174502199 """""" """""" """"""
-0.24251709156460272 0.18467949230928243 -7.742061624463491 18.930531440530412 4182.710898669662 83.59160239937788 65 50 50 39.010358800180256 47 True True 2020aei 181.443 54.389433333333336 SNIa 0.05065 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 181.443 54.389433333333336 TNS 2020aei ZTF20aaflaug 2020aei SNIa 0.05065 0.523134666042349 1.6709676971237215 0.763067783983967 1.032316724694681 1.6709676971237215 2.46699832882544 10.351198458992762 10.351198458992762 28.659160341187494 28.659160341187494 58873.50990739977 58862.3816550998 18.55017101970956 18.74784444609283 18.55017101970956 1.316916033963599 3.251084419667559 12.6456581664275 181.43834415320651 54.387199689816256 0.002075565127108825 14.410320222634375 15.631743958158493 14.805218979442715 0.975 """""" """""" """""" """""" 3 False True all False False 0 2.0750187723655005 6.548623936674573 181.442514947358 54.391230337058744 0.04589108830710997 20.11073356359303 22.897212251064776 21.828896063742636 0.6499999999999999 False False 0.3 0.7 1.5 0.02 8 3 11.128252299968153 12.6456581664275 3.251084419667559 0.8265249787157778 3.8896738854048545 -3.1161004879343377 -3.7449520402668437 False 0.05065 Inputed -18.232747335428765 -18.035073909045494 """""" """""" """"""
-0.1401249288966335 0.2571750943845049 -10.076135735166375 16.778052219760433 4612.524543833813 88.99386364566973 61 13 13 30.99527780013159 81 True True 2019gcc 263.526825 25.343876361111 SNIa 0.026 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 263.526825 25.343876361111 TNS 2019gcc ZTF18aandjhu 2019gcc SNIa 0.026 0.3825976111103344 1.3696939367951586 0.5907659530530047 0.823126017413994 1.3696939367951586 2.0435223253829875 10.593235212794047 10.593235212794047 20.40204258733754 20.40204258733754 58627.376944399904 58616.398912000004 16.43528139910909 16.989074337714737 16.43528139910909 5.412396422009745 8.315629642275114 0.23562371724151385 263.5268464313405 25.3438138415809 0.0005185313093418742 12.171302822685242 13.434011132211685 12.584874097061157 0.7083333333333334 """""" """""" """""" """""" 0 True True all False False 0 8.315629642275114 0.23562371724151385 263.5268464313405 25.3438138415809 0.0005185313093418742 12.171302822685242 13.434011132211685 12.584874097061157 0.7083333333333334 False False 0.3 0.7 1.5 0.02 8 3 10.978032399900258 0.23562371724151385 8.315629642275114 0.8491370351505285 0.02833504224907356 -3.5550632055030515 -3.850407302047934 False 0.026 Inputed -18.886614027098243 -18.332821088492597 """""" """""" """"""
-0.14226154628529675 0.26304008485795805 -10.67282201599327 18.616609260885536 5608.101339001127 113.3779614901976 29 14 14 37.97494210023433 69 True True 2018joe 138.20208791666 36.228094805555 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 138.20208791666 36.228094805555 TNS 2018joe ZTF18acrgunw 2018joe SNIa 0.09 0.04520061354645932 0.6421205754615933 0.17495368515232812 0.3171029955200595 0.6421205754615933 1.0280565915082533 4.75707281450485 4.75707281450485 33.21786928572948 33.21786928572948 58461.52350689983 58455.48089119978 18.256920168558548 18.29204538270055 18.256920168558548 3.2137891980099984 2.09398697788293 1.3854803798013833 138.2017374100915 36.22783371206265 0.0013956583183944993 16.968329361057283 17.69724990776241 17.27924059163272 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.09398697788293 1.3854803798013833 138.2017374100915 36.22783371206265 0.0013956583183944993 16.968329361057283 17.69724990776241 17.27924059163272 1.0 False False 0.3 0.7 1.5 0.02 8 3 6.042615700047463 1.3854803798013833 2.09398697788293 0.4180093161296874 0.6616470849317967 -0.5947954749381417 -0.9776795769258264 False 0.09 Inputed -19.793464476620688 -19.758339262478685 """""" """""" """"""
-0.012178131202627928 0.5275169255134298 -28.746422549137932 18.91391894213239 5204.247208599126 162.95870625671336 44 35 35 74.86420139996335 46 True True 2020ofj 15.986304166666667 -2.260647222222222 SNII 0.0527 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 15.986304166666667 -2.260647222222222 TNS 2020ofj ZTF20abjyorg 2020ofj SNII 0.0527 0.2847372272074864 0.7442460519000953 0.3893448828677393 0.5005810808883098 0.7442460519000953 1.0185501937804204 31.727826756643232 31.727826756643232 43.13637464332012 43.13637464332012 59046.44003470009 59038.48405090021 18.814998284498635 18.821253030102152 18.814998284498635 1.6999483578603172 5.3965348314262735 9.008162186178975 15.9844680707 -2.26234879283323 0.0016131275100256248 14.108272660951613 15.168794277056456 14.488012560526133 1.0 """""" """""" """""" """""" 3 False True all False False 0 0.7 4.203319699569968 15.98588613 -2.25955691 0.28567155737046757 24.1744788369894 17.56475188820362 22.49694781255722 1.0 False False 0.3 0.7 1.5 0.02 8 3 7.955983799882233 9.008162186178975 5.3965348314262735 0.6807817165303227 1.669249336392807 -3.6524587530456962 -4.326985723972502 False 0.0527 Inputed -18.055121020717632 -18.048866275114115 """""" """""" """"""
-0.14245988629131162 0.3027988174896945 -3.9659293846379247 18.58483418066381 5126.874593888946 82.89644609107069 23 9 9 22.937951399944723 75 True False 2021gwu 139.10442916666668 -17.35601666666667 SNIa 0.054514 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 139.10442916666668 -17.35601666666667 TNS 2021gwu ZTF21aappehx 2021gwu SNIa 0.054514 0.10758391598454864 1.020341174416835 0.2964282378921297 0.5098563165759522 1.020341174416835 1.6619464725775757 9.420370961418804 9.420370961418804 13.517580438525918 13.517580438525918 59296.23146989988 59291.23129629996 18.227371689954907 18.453393188860424 18.227371689954907 5.478184031119898 2.816513631849429 0.4479677458244188 139.1044284 -17.3561411 0.00028857918575242447 14.241472066164016 15.411457331299783 14.626014812660218 0.8799999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.816513631849429 0.4479677458244188 139.1044284 -17.3561411 0.00028857918575242447 14.241472066164016 15.411457331299783 14.626014812660218 0.8799999999999999 False False 0.3 0.7 1.5 0.02 8 3 5.000173599924892 0.4479677458244188 2.816513631849429 0.7854425186395648 0.1590504447621886 -3.0419358575606417 -3.6013568772946893 False 0.054514 Inputed -18.717155146772043 -18.491133647866526 """""" """""" """"""
-0.05128402081145425 0.5088367632272145 -9.994040590756487 18.619310937216024 5021.3221617855925 308.14438633800813 93 35 35 71.9402545997873 32 True True 2020dtd 212.680875 58.830850000000005 SNIIn 0.06954 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 212.680875 58.830850000000005 TNS 2020dtd ZTF20aartnkv 2020dtd SNIIn 0.06954 0.1155337765620672 0.3208569805404089 0.16431916785644063 0.21477335694203958 0.3208569805404089 0.43413316595758644 34.17988723005135 34.17988723005135 37.760367369735945 37.760367369735945 58939.34700229997 58908.347314800136 18.443149448700296 18.443149448700296 18.531055889034455 0.7190968959925542 1.3277816332810686 0.027677553110298517 212.6808664681925 58.83084370639425 0.0004586355767123296 16.838747355927826 17.763336013705135 17.20467349779308 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.3277816332810686 0.027677553110298517 212.6808664681925 58.83084370639425 0.0004586355767123296 16.838747355927826 17.763336013705135 17.20467349779308 1.0 False False 0.3 0.7 1.5 0.02 8 3 30.999687499832362 0.027677553110298517 1.3277816332810686 0.5586625159120544 0.020844958550830968 -0.679813434995161 -1.3263823912413741 False 0.06954 Inputed -18.94956917744789 -19.03747561778205 """""" """""" """"""
-0.22118494127970378 0.1539640731552651 -7.433147005082954 18.2165613021482 5345.10947155828 112.33045942933025 61 43 43 72.90855319984257 52 True True 2019lrv 240.52395791666 52.444089 SNIa 0.05352 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 240.52395791666 52.444089 TNS 2019lrv ZTF19abhzelh 2019lrv SNIa 0.05352 0.07367573983398046 0.6895390312509129 0.2074695270740996 0.35409556620219007 0.6895390312509129 1.0882005412136557 13.079403077193568 13.079403077193568 59.829150122649004 59.829150122649004 58700.25935189985 58688.2059491002 17.618656361195374 17.618656361195374 17.704539015867752 2.2327271136554465 1.7209216484644057 19.02258693569214 240.53189565148 52.4419651728465 0.009294904303802975 15.579763268723786 16.772040125166775 15.966035555206537 0.975 """""" """""" """""" """""" 10 False True all False False 0 0.7 2.654550783627731 240.523691775594 52.4433696908303 0.30428441500301884 25.299095174515845 23.350641480720043 24.130434290691614 0.5 False False 0.3 0.7 1.5 0.02 8 3 12.053402799647301 19.02258693569214 1.7209216484644057 0.8060045699602387 11.053720518110845 -0.8466162360285985 -1.7385034606612155 False 0.05352 Inputed -19.199524291833278 -19.285406946505656 """""" """""" """"""
-0.0712564118699894 0.6274781539098924 0.5634276805283565 17.48280805757586 6640.482555114674 303.9334326660216 623 22 22 60.73089119978249 60 True True 2018hve 38.343154583333 27.937002694444 AGN 0.037 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 38.343154583333 27.937002694444 TNS 2018hve ZTF18aaadtdc 2018hve AGN 0.037 -0.2780213611177942 -0.1292367745174623 -0.24286578737045872 -0.20637511095869954 -0.1292367745174623 -0.04629914029410642 15.981376229771229 15.981376229771229 44.74951497001126 44.74951497001126 58434.26569439983 58425.388159700204 17.097529267608977 17.097529267608977 17.208777665592873 4.689194743673647 1.6507309953581308 0.19022503734995805 38.34314979783555 27.9370553653247 9.060988754550081e-05 14.127039398915766 15.1059508131361 14.421643162803651 0.595 """""" """""" """""" """""" 0 False True all False False 0 1.6507309953581308 0.19022503734995805 38.34314979783555 27.9370553653247 9.060988754550081e-05 14.127039398915766 15.1059508131361 14.421643162803651 0.595 False False 0.3 0.7 1.5 0.02 8 3 8.877534699626267 0.19022503734995805 1.6507309953581308 0.6843076503324497 0.11523684833257049 -1.9915784544728758 -2.787134502789222 False 0.037 Inputed -18.885155533658242 -18.99640393164214 """""" """""" """"""
-0.030322942473121593 0.4282091500856239 -18.53173144560388 19.11617826571206 5407.6745541916225 328.43306581704763 191 42 42 65.89458330022171 76 True False 2019pcn 309.11829166666666 -8.553500000000001 AGN 0.145 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 309.11829166666666 -8.553500000000001 TNS 2019pcn ZTF19abcsyho 2019pcn AGN 0.145 0.04335268386268609 0.2254837612755125 0.08673488101577576 0.1315283853450424 0.2254837612755125 0.32549477553148165 59.37523462079089 59.37523462079089 6.519348679430816 6.519348679430816 59426.33594910009 59376.39934029989 18.848521842675332 18.848521842675332 18.894767824611097 0.6694166968478016 2.626573088377501 0.141195092847397 309.11828259 -8.55346182 0.0014797316336981892 16.584641281843187 17.951903486180306 17.02838431353569 0.99 """""" """""" """""" """""" 0 False True all False False 0 2.626573088377501 0.141195092847397 309.11828259 -8.55346182 0.0014797316336981892 16.584641281843187 17.951903486180306 17.02838431353569 0.99 False False 0.3 0.7 1.5 0.02 8 3 49.93660880019888 0.141195092847397 2.626573088377501 0.9235191726446175 0.05375639211114308 -0.8966183564950256 -1.8663835110754086 False 0.145 Inputed -20.21497867840879 -20.261224660344556 """""" """""" """"""
-0.1377080971378928 0.28072062584955976 -5.817078372501017 18.5782713656511 6314.022488376082 65.01349835036031 26 22 22 37.95456020021811 38 True True 2019gct 218.47852999999 0.6495868333333 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 218.47852999999 0.6495868333333 TNS 2019gct ZTF19aavhwxs 2019gct SNIa 0.08 -0.11685137156803194 0.9412410875340029 0.0888547488159297 0.3306500541968731 0.9412410875340029 1.7597171241828953 9.387573460776336 9.387573460776336 28.566986739441774 28.566986739441774 58639.23129629996 58633.251921299845 18.084361700628975 18.084361700628975 18.271865670867477 1.1101076324013854 1.7943844081137572 0.6007502196478028 218.47838317054698 0.649666150241898 0.0024308401585121375 18.205973425837755 18.770032488942146 18.509290984524487 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.7943844081137572 0.6007502196478028 218.47838317054698 0.649666150241898 0.0024308401585121375 18.205973425837755 18.770032488942146 18.509290984524487 1.0 False False 0.3 0.7 1.5 0.02 8 3 5.979375000111759 0.6007502196478028 1.7943844081137572 0.2607415044176591 0.33479460528711724 0.6856707883131712 0.2374253136570097 False 0.08 Inputed -19.5180683512039 -19.705572321442403 """""" """""" """"""
-0.09160207322124228 0.26840986547774304 -16.474880741500442 20.101899968772713 5873.906492611512 206.19567313344345 15 7 7 13.064675900153816 59 True True 2020ahn 122.55621666666663 7.621572222222222 SNIa 0.16 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 122.55621666666663 7.621572222222222 TNS 2020ahn ZTF20aafxygy 2020ahn SNIa 0.16 -0.037114281188706855 0.2462741546273577 0.028396577773605713 0.09737583580529119 0.2462741546273577 0.41069369576268144 1.061435854977148 1.061435854977148 12.003240045176668 12.003240045176668 58867.385578699876 58864.20745369978 19.700781467286077 19.700781467286077 19.886775766234294 5.288512684293027 0.9158827461494689 0.5075124634206436 122.5560886863195 7.621510713783925 0.00810069185531137 21.503051160473824 22.248743836336136 22.143261936750413 0.5499999999999999 """""" """""" """""" """""" 0 False True all False False 0 0.9158827461494689 0.5075124634206436 122.5560886863195 7.621510713783925 0.00810069185531137 21.503051160473824 22.248743836336136 22.143261936750413 0.5499999999999999 False False 0.3 0.7 1.5 0.02 8 3 3.1781250000931323 0.5075124634206436 0.9158827461494689 0.10548189958572252 0.5541238390550698 2.547962369050058 2.256486170516119 False 0.16 Inputed -19.44263195443704 -19.628626253385256 """""" """""" """"""
-0.11122860736896492 0.2559820979754327 -10.516056751123655 19.26642295307164 5340.213421702695 136.8274288921724 62 36 36 37.039027699735016 52 True False 2021rlg 221.11499166666664 -6.255488888888889 SNII 0.062 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 221.11499166666664 -6.255488888888889 TNS 2021rlg ZTF21abixcpt 2021rlg SNII 0.062 0.09041375082900416 0.5851277920013658 0.2006600686662665 0.31952539958768966 0.5851277920013658 0.891595971870597 18.771577461772765 18.771577461772765 18.26745023796225 18.26745023796225 59410.22530090017 59393.18854170013 18.846168979962584 18.898335900316415 18.846168979962584 0.4264523234558884 2.3647491724969085 17.49246195353227 221.11366474 -6.25081233 0.005435518451818222 15.04139668622017 16.123425020694732 15.414970415377617 0.95 """""" """""" """""" """""" 5 False True all False False 0 0.982843088102376 5.799422506939511 221.11547711 -6.25395191 0.020597265765381012 19.660308249521254 21.06594612073898 19.923185778474807 0.5 False False 0.3 0.7 1.5 0.02 8 3 17.03675920004025 17.49246195353227 2.3647491724969085 0.7084546053171152 7.397174362920784 -2.7749108796216824 -3.4311985645849674 False 0.062 Inputed -18.381530331194423 -18.329363410840593 """""" """""" """"""
-0.131004384269573 0.4234032745260995 -10.603192297630036 18.188691385938803 5864.190000412853 180.44767824963577 9 9 9 23.977673599962145 52 True True 2018hvr 196.4457775 59.843134694444 SNIa 0.06002 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 196.4457775 59.843134694444 TNS 2018hvr ZTF18aamsgjq 2018hvr SNIa 0.06002 -0.06248501218128766 0.2595528900928308 0.011098639988574632 0.08916708625954328 0.2595528900928308 0.4503358676761984 -4.042876082107766 -4.042876082107766 28.020549682069912 28.020549682069912 58423.549027800094 58423.549027800094 18.035036114654385 18.315555233748672 18.035036114654385 4.589425157769618 1.8196512858003493 0.8811342026879182 196.445995010102 59.843353708780256 0.00020692848346226533 14.886874048119484 16.032105966820716 15.24468973906517 0.9550000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.8196512858003493 0.8811342026879182 196.445995010102 59.843353708780256 0.00020692848346226533 14.886874048119484 16.032105966820716 15.24468973906517 0.9550000000000001 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.8811342026879182 1.8196512858003493 0.7874162277555463 0.4842324513294662 -2.2834492669279562 -2.790346375589216 False 0.06002 Inputed -19.121198556149274 -18.840679437054987 """""" """""" """"""
-0.15196894318418525 0.2225337382984142 -6.162589381928097 18.623869522979927 5947.546469073452 74.06919399888152 47 29 29 49.92200230015442 35 True False 2020abdq 160.51970416666666 69.67461111111112 SNIa 0.069 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 160.51970416666666 69.67461111111112 TNS 2020abdq ZTF20acuimtq 2020abdq SNIa 0.069 -0.04910586923062965 0.8919509704068744 0.1401184127668884 0.35789475770631185 0.8919509704068744 1.5831766520240294 15.668678529852022 15.668678529852022 34.253323770302394 34.253323770302394 59194.43495369982 59182.491736100055 18.080917155292358 18.080917155292358 18.205651624647658 1.767074323199662 1.7607757858361845 2.9382757376432638 160.52195612 69.67437811 0.007165175885095132 19.02251211730242 19.248678087353706 19.129975414824486 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.7607757858361845 2.9382757376432638 160.52195612 69.67437811 0.007165175885095132 19.02251211730242 19.248678087353706 19.129975414824486 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 11.943217599764466 2.9382757376432638 1.7607757858361845 0.11870267252922062 1.6687392916684676 1.1677609320613485 0.9243237901768282 False 0.069 Inputed -19.2577820386246 -19.3825165079799 """""" """""" """"""
-0.19273691219976216 0.15797072149253363 -4.846712594598165 18.557681417886144 5275.547248114085 131.53745217510658 49 38 38 69.91696750000119 55 True True 2021cbp 132.6665375 13.16883611111111 SNIa 0.069 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 132.6665375 13.16883611111111 TNS 2021cbp ZTF21aagogqe 2021cbp SNIa 0.069 0.05060498337084596 0.5540127926548308 0.16217456673312114 0.28289446117932115 0.5540127926548308 0.8688021629628082 12.786811989894671 12.786811989894671 57.13015551010652 57.13015551010652 59257.33621530002 59249.27711809985 17.95357257988052 17.95357257988052 18.050859787894602 2.9578612668689233 2.256815287903987 6.70471933581883 132.6646273379045 13.1689324219637 0.01112506967057525 18.11279596089959 18.49697641935706 18.30788829030633 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.256815287903987 6.70471933581883 132.6646273379045 13.1689324219637 0.01112506967057525 18.11279596089959 18.49697641935706 18.30788829030633 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 8.059097200166434 6.70471933581883 2.256815287903987 0.1890881290507309 2.9708764256226865 0.5434038394765395 0.25702850241172825 False 0.069 Inputed -19.412573875377657 -19.509861083391737 """""" """""" """"""
-0.14583977540106915 0.2275361071615803 -6.123100763608129 18.26848069107409 5424.4378230898565 99.9569929852022 53 36 36 59.979502299800515 48 True True 2021dgm 237.57141666666666 8.359375 SNIa 0.0594 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 237.57141666666666 8.359375 TNS 2021dgm ZTF21aaloalc 2021dgm SNIa 0.0594 0.04579099052565638 0.7403031187939604 0.1939562680246958 0.3582222399032702 0.7403031187939604 1.203829071728027 16.027018064364697 16.027018064364697 43.95248423543582 43.95248423543582 59275.48184029991 59263.4829051001 17.75930389325491 17.75930389325491 17.899938975403135 2.7310518264398804 2.417058191753409 0.8997830077696528 237.571309989976 8.35914843772021 0.0024799381738452864 17.43980025551319 18.00352593552828 17.68531404745698 0.985 """""" """""" """""" """""" 0 False True all False False 0 2.417058191753409 0.8997830077696528 237.571309989976 8.35914843772021 0.0024799381738452864 17.43980025551319 18.00352593552828 17.68531404745698 0.985 False False 0.3 0.7 1.5 0.02 8 3 11.99893519980833 0.8997830077696528 2.417058191753409 0.31821188807129985 0.37226369263245673 0.2442220422733712 -0.2146249279461543 False 0.0594 Inputed -19.233438163624065 -19.37407324577229 """""" """""" """"""
-0.14793675664473238 0.3287941050952522 -4.917983565456675 18.696110597693654 5520.48502861099 72.7379807585765 40 25 25 40.88211809983477 67 True True 2021seh 245.01729166666664 5.048388888888889 SNIa 0.088 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 245.01729166666664 5.048388888888889 TNS 2021seh ZTF21abjpphz 2021seh SNIa 0.088 0.03015761975174769 1.0517965026279512 0.23543340005182145 0.47174486538863647 1.0517965026279512 1.8041678790880518 15.50143834123594 15.50143834123594 25.38067975859883 25.38067975859883 59410.19031250011 59397.289803199936 18.43008794112656 18.43008794112656 18.477460638730264 0.6600766312645815 2.1040854115504213 11.884444906410367 245.01973959941148 5.04616354459424 0.0036967583141311877 15.487720380086898 16.66809010876894 15.916025165746213 0.975 """""" """""" """""" """""" 4 False True all False False 0 2.677466772871248 2.9538717974605073 245.018115180626 5.04837074628366 0.015992326558545877 19.327600168168544 22.622872397756577 20.79437837298393 0.5285714285714286 False False 0.3 0.7 1.5 0.02 8 3 12.900509300176054 11.884444906410367 2.1040854115504213 0.7520649430227273 5.64827114012124 -1.7619978323576184 -2.5614354729840514 False 0.088 Inputed -19.52319673204396 -19.570569429647666 """""" """""" """"""
-0.19096591655810635 0.1269156003563364 -10.134074291763532 18.823367038306817 6706.632328202207 55.66337214717744 20 10 10 45.90363429998979 51 True True 2019aof 188.05336999999 24.499486694444 SNIa 0.073 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 188.05336999999 24.499486694444 TNS 2019aof ZTF19aafmwhv 2019aof SNIa 0.073 -0.07648888768560269 1.2732757112831017 0.17571022104708334 0.4794140135702989 1.2732757112831017 2.3843453158447474 15.641595522837656 15.641595522837656 30.262038777152135 30.262038777152135 58526.45864580013 58511.49240740016 18.061940935711096 18.061940935711096 18.26247144208884 5.128557890534862 0.7059952489473107 0.1908327874403253 188.0533429093505 24.499439766124553 0.0021075535075213425 20.485732255463603 20.85420499255657 20.74896929709971 0.47000000000000003 """""" """""" """""" """""" 0 False True all False False 0 0.7059952489473107 0.1908327874403253 188.0533429093505 24.499439766124553 0.0021075535075213425 20.485732255463603 20.85420499255657 20.74896929709971 0.47000000000000003 False False 0.3 0.7 1.5 0.02 8 3 14.966238399967551 0.1908327874403253 0.7059952489473107 0.10523569545686229 0.27030321765602616 2.7922640568454753 2.4864978550108674 False 0.073 Inputed -19.325273884406577 -19.525804390784323 """""" """""" """"""
-0.010863832645505809 0.4660014968991814 -18.63051806678706 19.204356561423225 6046.874788928063 157.6503905844979 81 56 56 73.88043979974464 55 True True 2021hse 241.4869666666666 14.678472222222222 SNII 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 241.4869666666666 14.678472222222222 TNS 2021hse ZTF21aarjehy 2021hse SNII 0.04 -0.024873974377239705 0.36156030471204303 0.06235955616424249 0.15563919552212369 0.36156030471204303 0.5954856247104985 63.74491650137627 63.74491650137627 10.13552329836837 10.13552329836837 59315.47920140019 59303.38894680003 18.875029837112418 18.875029837112418 18.92409080308032 0.6065236911113185 2.3588762996503303 6.57376771174412 241.4887830615695 14.6789692192939 0.013077943636982892 18.324004918338062 18.52331228705645 18.400214905766248 0.9700000000000001 """""" """""" """""" """""" 1 False True all False False 0 0.63097111791976 4.320183211461218 241.4858694398915 14.67791229899065 0.027673773544570124 20.86413297548056 21.81259142693758 21.129747388553618 0.5666666666666668 False False 0.3 0.7 1.5 0.02 8 3 12.090254600159824 6.57376771174412 2.3588762996503303 0.12309738129020076 2.7868217221558362 -0.3517175500559695 -0.5238758973140705 False 0.04 Inputed -17.3407140844011 -17.389775050369 """""" """""" """"""
-0.1686279146135457 0.328223603091825 -6.379129253717745 17.601926936142583 5325.7827508723785 79.23891939917206 88 46 46 32.01204860024154 40 True False 2021jka 120.6132083333333 70.45691944444445 SNIa 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 120.6132083333333 70.45691944444445 TNS 2021jka ZTF21aaugbus 2021jka SNIa 0.03 0.09966937972122025 1.0606477485284849 0.29670742106007 0.5206564765782282 1.0606477485284849 1.7461706749308554 13.218958469268198 13.218958469268198 18.793090130973344 18.793090130973344 59329.2172801001 59316.225810199976 17.32637692432228 17.35964269838265 17.32637692432228 1.6333495401247449 2.4634117298341645 0.09515995950781866 120.61312936 70.45692035 0.0005199624556437854 15.376874810242652 16.382410223793983 15.702780476856232 0.96 """""" """""" """""" """""" 0 False True all False False 0 2.4634117298341645 0.09515995950781866 120.61312936 70.45692035 0.0005199624556437854 15.376874810242652 16.382410223793983 15.702780476856232 0.96 False False 0.3 0.7 1.5 0.02 8 3 12.991469900123775 0.09515995950781866 2.4634117298341645 0.679629746937751 0.038629336036418396 -0.9772324745886678 -1.6235964474660474 False 0.03 Inputed -18.30842052930305 -18.275154755242678 """""" """""" """"""
-0.00518591827027425 0.34140580999890635 -19.004115014954003 18.434637276781288 4876.554752948192 166.83440794127603 22 15 15 71.89275460038334 45 True False 2019cwb 216.04666041666 -13.706771 SNII 0.0374 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 216.04666041666 -13.706771 TNS 2019cwb ZTF19aapfohi 2019cwb SNII 0.0374 0.28894459797946936 0.7376024164472099 0.3913102822408163 0.5000054901339404 0.7376024164472099 1.0043568353699364 193.22472087132127 193.22472087132127 -121.33196627093793 -121.33196627093793 58586.314675900154 58581.31692129979 18.43153847343435 18.49276476869866 18.43153847343435 2.2244196381810935 2.1297604748401087 7.093950572460788 216.04608789 -13.70488059 0.006797590132451736 17.39978655371666 18.21211223602295 18.06481835923195 1.0 """""" """""" """""" """""" 3 False True all False False 0 0.7540282242656413 4.778553735891602 216.04756327 -13.70776727 0.024981671862902677 20.445021674060822 18.62289332475662 18.490731321549415 0.9833333333333334 False False 0.3 0.7 1.5 0.02 8 3 4.997754600364715 7.093950572460788 2.1297604748401087 0.14729387679100014 3.3308677930053916 -0.28065253267570966 -0.36672011420240125 False 0.0374 Inputed -17.68595550889693 -17.624729213632623 """""" """""" """"""
-0.12992489424973597 0.44951126453869467 -4.256216964960533 18.56739163557284 5930.797566299114 170.32093960640296 23 15 15 31.95851849997416 87 True True 2020nli 242.0062916666666 0.042069444444444444 SNIa 0.108 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 242.0062916666666 0.042069444444444444 TNS 2020nli ZTF20abgwffm 2020nli SNIa 0.108 -0.11914910184572847 0.20852131861114742 -0.04476992762953813 0.034480667431882495 0.20852131861114742 0.4049060908249551 15.856756574603905 15.856756574603905 16.101761925370255 16.101761925370255 59033.189919000026 59019.23122690013 18.234181306497213 18.234181306497213 18.549841005332144 0.30555489781237377 0.9347923655829294 2.5740412590157273 242.006796537737 0.042575751397296954 0.011748214281797287 20.639061627690793 20.91735921915054 20.652586233224866 0.9555555555555555 """""" """""" """""" """""" 0 False True all False False 0 0.9347923655829294 2.5740412590157273 242.006796537737 0.042575751397296954 0.011748214281797287 20.639061627690793 20.91735921915054 20.652586233224866 0.9555555555555555 False False 0.3 0.7 1.5 0.02 8 3 13.958692099899054 2.5740412590157273 0.9347923655829294 0.2647729859256742 2.753596791957725 2.6831779126533277 2.102745227892722 False 0.108 Inputed -19.904592429149094 -20.220252127984025 """""" """""" """"""
-0.09337620743082263 0.51826491747767 -3.8197343908889065 15.750354394186578 5673.603218809806 380.47918350673893 77 36 36 74.73017359990627 45 True False 2019qiz 71.657832916666 -10.226361 TDE 0.0151 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 71.657832916666 -10.226361 TNS 2019qiz ZTF19abzrhgq 2019qiz TDE 0.0151 -0.08251908523737406 0.0584960588228185 -0.048746381097622304 -0.01399992462006594 0.0584960588228185 0.13513518368963418 21.17794727980381 21.17794727980381 53.552226320102456 53.552226320102456 58763.45856480021 58745.49981479999 15.381545922840253 15.381545922840253 15.535075930636767 9.475591832180768 6.218347070567962 0.09598666750624979 71.65781252 -10.22634345 0.001009153559244802 13.81309231083393 14.715343339157105 14.116903053283691 0.99 """""" """""" """""" """""" 0 False True all False False 0 6.218347070567962 0.09598666750624979 71.65781252 -10.22634345 0.001009153559244802 13.81309231083393 14.715343339157105 14.116903053283691 0.99 False False 0.3 0.7 1.5 0.02 8 3 17.958750000223517 0.09598666750624979 6.218347070567962 0.5984402858734139 0.015436042153479013 -0.6662025836831482 -1.4181728773530757 False 0.0151 Inputed -18.600835652761017 -18.75436566055753 """""" """""" """"""
-0.20836372438638906 0.1461723818897013 -13.462650682229604 18.08282840248419 4801.662514780664 135.93011743221726 34 24 24 73.85583329992369 46 True True 2019dpw 233.86183583333 8.3864806111111 SNIa 0.04301 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 233.86183583333 8.3864806111111 TNS 2019dpw ZTF19aardunx 2019dpw SNIa 0.04301 0.28995161097395794 0.856458880544519 0.4165405429627711 0.5527703972835951 0.856458880544519 1.2060697095905404 14.767259480610376 14.767259480610376 59.08857381931331 59.08857381931331 58605.37797449995 58586.37696760008 17.586112921041256 17.687494277853403 17.586112921041256 4.48829150108165 3.251114222135788 5.9919874463424465 233.86189244232 8.38814410962453 0.002270789221058389 15.779207370519638 17.14367224587679 16.296820385291575 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.251114222135788 5.9919874463424465 233.86189244232 8.38814410962453 0.002270789221058389 15.779207370519638 17.14367224587679 16.296820385291575 1.0 False False 0.3 0.7 1.5 0.02 8 3 19.001006899867207 5.9919874463424465 3.251114222135788 0.8468518605852147 1.843056575971689 -0.5438220319766138 -1.2892925357496807 False 0.04301 Inputed -18.837813077688 -18.736431720875853 """""" """""" """"""
-0.12583750748994676 0.29857909454657594 -8.138926248836025 19.334127504724155 4561.725988585895 223.54984520795097 46 19 19 38.82303240010515 30 True False 2020acmi 54.66763333333333 -27.19686111111111 SNIa 0.055 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 54.66763333333333 -27.19686111111111 TNS 2020acmi ZTF20acxcxkz 2020acmi SNIa 0.055 0.2712092193485205 0.5923769254149391 0.34619594972322787 0.424638008473579 0.5923769254149391 0.7754567172937357 12.403575115274009 12.403575115274009 26.41945728483114 26.41945728483114 59204.282604199834 59193.34550930001 18.904994942057456 19.14287507539379 18.904994942057456 0.5123473790259645 1.4873998758089508 2.7714584138371063 54.66844349 -27.19713208 0.003527564136297734 18.404660723873974 18.99584705300331 18.83913378955722 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.4873998758089508 2.7714584138371063 54.66844349 -27.19713208 0.003527564136297734 18.404660723873974 18.99584705300331 18.83913378955722 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.937094899825752 2.7714584138371063 1.4873998758089508 0.1567132634460897 1.8632907390353222 -0.1470280223904794 -0.06586115250023639 False 0.055 Inputed -18.059050964627463 -17.82117083129113 """""" """""" """"""
-0.1456542185371647 0.2115778470426119 -9.345462106112192 18.780875199400697 5346.8886883126315 109.869297246841 49 35 35 69.8997454000637 60 True True 2021dda 184.79618749999997 6.148027777777778 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 184.79618749999997 6.148027777777778 TNS 2021dda ZTF21aajtsba 2021dda SNIa 0.07 0.10054601235517424 0.7447198266056496 0.24014387172416463 0.3933681827771025 0.7447198266056496 1.1635660923295852 18.34667510543518 18.34667510543518 51.55307029462851 51.55307029462851 59272.40667819977 59255.37789350003 18.198801155695467 18.198801155695467 18.329393780565905 1.777692342100389 1.2553850483623588 3.483309578893235 184.7965920127735 6.148907817074106 0.0057021681609013 18.894427199658157 19.433556154129505 19.132600140354633 0.9249999999999999 """""" """""" """""" """""" 1 False True all False False 0 1.809281561202244 2.8557429659156135 184.7965071177735 6.148754607074105 0.0067826131664805445 18.936696536098125 19.428915944372413 19.220343778167965 0.9888888888888889 False False 0.3 0.7 1.5 0.02 8 3 17.028784699738026 3.483309578893235 1.2553850483623588 0.30095601377487213 2.7746941732635646 1.2347549984340382 0.803206359788728 False 0.07 Inputed -19.16577217102489 -19.29636479589533 """""" """""" """"""
-0.06502258988734455 0.23827089669918117 -14.568550190173536 19.897531015854547 5892.9552033052005 191.26798941625722 38 25 25 68.9269329002127 39 True True 2019cwu 222.905396 48.987147 SLSN-I 0.32 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 222.905396 48.987147 TNS 2019cwu ZTF19aapaeye 2019cwu SLSN-I 0.32 -0.04625025510621583 0.2595110730706125 0.023991150753083446 0.09825354344161497 0.2595110730706125 0.4389216717441542 28.431945626338536 28.431945626338536 40.49498727387417 40.49498727387417 58596.28130789986 58575.34002309991 19.482648290154827 19.496531154424506 19.482648290154827 0.7161962175113736 0.9387386371857516 7.254859843615801 222.908462672135 48.9872532695518 0.17387440268025245 22.046125484414695 23.645308250569105 23.78888673000872 0.7583333333333333 """""" """""" """""" """""" 1 False True all False False 0 0.756176513528655 5.633361214423273 222.90381705 48.98831964 0.21738634336945728 23.03391565796137 23.392333311963082 23.462772291934492 0.5 False False 0.3 0.7 1.5 0.02 8 3 20.941284799948335 0.0 0.0 0.0 0.0 4.143468845575494 3.787351709845172 True 0.32 Inputed -21.40168292536229 -21.387800061092612 """""" """""" """"""
-0.1134906865628683 0.3255923312233092 -23.254095922393155 17.278529607924135 5043.884385214437 137.6785594987793 17 17 17 44.991192100103945 52 True True 2019xax 239.2983958333333 34.52540555555556 SNIa 0.0311 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 239.2983958333333 34.52540555555556 TNS 2019xax ZTF18aaqvuhl 2019xax SNIa 0.0311 0.3245359706972337 0.8941986017375818 0.4520741300998701 0.5891539521379627 0.8941986017375818 1.2446178029594748 -13.366859957321317 -13.366859957321317 58.35805205742526 58.35805205742526 58831.56798609998 58831.56798609998 17.42668442922638 17.42668442922638 17.727720763611515 6.326063951237261 0.9557971957375416 0.0853017881168581 239.2984053534605 34.52538319641015 0.0001356870490228923 16.09846120200455 17.16476749894023 16.472758894884585 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 0.9557971957375416 0.0853017881168581 239.2984053534605 34.52538319641015 0.0001356870490228923 16.09846120200455 17.16476749894023 16.472758894884585 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.0853017881168581 0.9557971957375416 0.6920086040556441 0.08924674449482446 -0.2619169302861515 -1.2549618687269302 False 0.0311 Inputed -17.98586331986349 -18.286899654248625 """""" """""" """"""
-0.23218486632562557 0.39542603623371 -10.780896786754584 15.170069608578782 6560.8650492065 279.4345477451674 7 7 7 18.022870399989188 55 True False 2019sqi 138.80441708333 -10.92141099999 CV 0.035 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 138.80441708333 -10.92141099999 TNS 2019sqi ZTF19acgjphi 2019sqi CV 0.035 -0.22129654663277698 -0.04860643991720082 -0.18065625953314957 -0.13836092225880847 -0.04860643991720082 0.04837077606767082 -6.784979493514847 -6.784979493514847 24.807849893504034 24.807849893504034 58776.52070599981 58776.52070599981 15.2603052907778 15.271151424520824 15.2603052907778 4.965666340476895 0.8040165769527771 0.23025619884742166 138.80447642 -10.92143739 0.013659432143271033 22.607851334774494 23.265156527662278 23.09102978248596 0.15000000000000002 """""" """""" """""" """""" 0 False True all False False 0 0.8040165769527771 0.23025619884742166 138.80447642 -10.92143739 0.013659432143271033 22.607851334774494 23.265156527662278 23.09102978248596 0.15000000000000002 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.23025619884742166 0.8040165769527771 0.17412674517631643 0.2863824023630118 7.994005103141454 7.83072449170816 False 0.035 Inputed -20.711899404582567 -20.701053270839544 """""" """""" """"""
-0.17421488896013915 0.16789869707425528 -11.13911487328514 17.364111908531168 5668.109825512316 120.22771778196909 84 54 54 73.9359837998636 33 True False 2020aawr 188.54070833333333 -6.314388888888889 SNIa 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 188.54070833333333 -6.314388888888889 TNS 2020aawr ZTF20actoakx 2020aawr SNIa 0.03 0.028282197018235422 0.57843871106855 0.1487742857046932 0.28014589649912125 0.57843871106855 0.9295397886024119 16.119568472502813 16.119568472502813 57.816415327360794 57.816415327360794 59194.54254630022 59177.52635420021 16.782461752405673 16.782461752405673 16.832737308323125 3.534994050075219 1.2458641473119176 0.4237698346142794 188.54067331 -6.31427644 0.0023897425505108316 19.14262315365076 19.550198382747173 19.199180178463457 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.2458641473119176 0.4237698346142794 188.54067331 -6.31427644 0.0023897425505108316 19.14262315365076 19.550198382747173 19.199180178463457 1.0 False False 0.3 0.7 1.5 0.02 8 3 17.016192100010812 0.4237698346142794 1.2458641473119176 0.3510182042837151 0.3401412870966768 2.767736630341499 2.3664428701403324 False 0.03 Inputed -18.802060145302203 -18.852335701219655 """""" """""" """"""
-0.11964362610377394 0.20961919880976934 -6.081781021125252 18.135144383020418 4170.861501525848 158.842320658816 22 15 15 70.94937500031665 55 True True 2019xt 212.98225374999 -0.836602027777 SNIIb 0.032 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 212.98225374999 -0.836602027777 TNS 2019xt ZTF19aadyiao 2019xt SNIIb 0.032 0.42821598675175565 0.9413071463047373 0.5449300532926671 0.6690943679765411 0.9413071463047373 1.2481718081829172 17.04824265524535 17.04824265524535 53.901132345071304 53.901132345071304 58512.52353010001 58502.45281249983 17.761130417838316 18.210252989561535 17.761130417838316 2.6831675464334586 1.2517584003901108 0.7386508573370834 212.982442402123 -0.8366827564510451 0.0021258221059033966 18.903689302089216 19.13184832060814 19.19654065386772 0.9777777777777779 """""" """""" """""" """""" 0 False True all False False 0 1.2517584003901108 0.7386508573370834 212.982442402123 -0.8366827564510451 0.0021258221059033966 18.903689302089216 19.13184832060814 19.19654065386772 0.9777777777777779 False False 0.3 0.7 1.5 0.02 8 3 10.070717600174248 0.7386508573370834 1.2517584003901108 -0.06469233325958257 0.5900905934458939 0.9215953310466034 1.435410236029405 False 0.032 Inputed -18.014883932149196 -17.565761360425977 """""" """""" """"""
-0.04764296210041494 0.3441302052723406 -5.985091685122976 18.719366977811305 3904.6934469485714 127.01025486827683 18 10 10 22.011446699965745 37 True True 2018keq 350.67485333333 21.012017111111 SNIc-BL 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 350.67485333333 21.012017111111 TNS 2018keq ZTF18acxgoki 2018keq SNIc-BL 0.04 0.567667886935002 1.2793072821195288 0.7259752694427029 0.8967977843874664 1.2793072821195288 1.7224893825124532 22.441202347225925 22.441202347225925 -0.4297556472601798 -0.4297556472601798 58475.12906249985 58469.09296299983 18.441032207285335 18.87040137977212 18.441032207285335 3.4395405904257963 2.295115387153342 2.2853257454112814 350.6741892841465 21.0118802937125 0.0005553914549391026 15.358971380321979 16.059984620609285 15.581427510895729 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.295115387153342 2.2853257454112814 350.6741892841465 21.0118802937125 0.0005553914549391026 15.358971380321979 16.059984620609285 15.581427510895729 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 6.036099500022829 2.2853257454112814 2.295115387153342 0.4785571097135559 0.9957345753521339 -2.810416759162834 -2.8596046963896065 False 0.04 Inputed -17.823772680196083 -17.3944035077093 """""" """""" """"""
-0.1280734412857633 0.4036762869694954 -7.704662993576818 18.34908872423453 4991.379740697454 288.7636129947377 110 69 69 68.95743059972301 42 True True 2021mmp 334.4891041666666 22.461747222222222 SNIa 0.073 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 334.4891041666666 22.461747222222222 TNS 2021mmp ZTF21abbcsfu 2021mmp SNIa 0.073 0.11587299505397652 0.3360276021564488 0.16800443284807898 0.22203971251104093 0.3360276021564488 0.4582625327675558 14.402741186832273 14.402741186832273 54.55468941289074 54.55468941289074 59361.46194439987 59346.43752310006 17.94756163344272 17.94756163344272 18.163175822485762 3.071143753119145 1.4462266948362155 1.8935019505028692 334.4885389475795 22.46168550048565 0.004765301852709403 19.22812011357069 19.951877734806537 19.427989770586493 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.4462266948362155 1.8935019505028692 334.4885389475795 22.46168550048565 0.004765301852709403 19.22812011357069 19.951877734806537 19.427989770586493 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 15.024421299807727 1.8935019505028692 1.4462266948362155 0.5238879642200445 1.3092705018263457 2.004316101363816 1.2648139481007306 False 0.073 Inputed -19.424569504009657 -19.6401836930527 """""" """""" """"""
-0.007897753982943916 0.39481631544667045 -17.042544031316307 18.95580663028379 4689.7990493056395 147.49315129431554 47 32 32 74.8122916999273 76 True True 2021aul 157.29192916666665 5.142863888888889 SNII 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 157.29192916666665 5.142863888888889 TNS 2021aul ZTF21aagbeah 2021aul SNII 0.04 0.35775467751101075 0.8944251179216067 0.47884559153265727 0.6083447255033114 0.8944251179216067 1.220038514840489 117.57251297994418 117.57251297994418 -42.76022128001688 -42.76022128001688 59249.38167819986 59232.437372699846 18.88708413871497 18.90393904060663 18.88708413871497 1.1688569930879806 5.401432303166401 11.686422821252322 157.29261383141352 5.139690090158745 0.0026178639606829757 14.41971116083026 15.30039818990588 14.735826125857233 0.9949999999999999 """""" """""" """""" """""" 8 True True all False False 0 3.041228920120444 0.20713298011339226 157.29198618 5.14285461 0.002212690311937382 16.728241652703286 22.953431005001068 23.70039963015318 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.944305500015616 11.686422821252322 5.401432303166401 0.5645720640486473 2.163578503872309 -3.6035408507007496 -4.151258012857738 False 0.04 Inputed -17.377720748766446 -17.360865846874788 """""" """""" """"""
-0.08861202670050536 0.4195380071051408 -19.056045245013934 18.6764958964732 5666.5349263729 162.89922786850283 35 20 20 41.05276619968936 43 True False 2020uwc 338.79082916666664 -17.419683333333335 SNIa 0.084 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 338.79082916666664 -17.419683333333335 TNS 2020uwc ZTF20acggzxc 2020uwc SNIa 0.084 0.06283844781637526 0.4604588723289673 0.1530469618482968 0.24919377327790926 0.4604588723289673 0.6991004989083756 -3.1857302359108033 -3.1857302359108033 44.23849643560016 44.23849643560016 59130.233124999795 59124.16510420013 18.51217869122585 18.51217869122585 18.62995494253117 1.174639246644572 2.9704920996120445 7.825084783249096 338.7893366 -17.41804121 0.0037751915949155723 16.17178759555817 16.82850279138088 16.40528161661625 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.9704920996120445 7.825084783249096 338.7893366 -17.41804121 0.0037751915949155723 16.17178759555817 16.82850279138088 16.40528161661625 1.0 False False 0.3 0.7 1.5 0.02 8 3 6.068020799662918 7.825084783249096 2.9704920996120445 0.42322117476463106 2.634272208389673 -1.6836758998449675 -2.224673325914921 False 0.084 Inputed -19.26781508755031 -19.385591338855633 """""" """""" """"""
-0.11120529485878555 0.46133876558535414 -11.9858025422127 18.222375170517275 6869.208452315354 232.97951434468408 37 18 18 34.97540509980172 165 True False 2021vuv 284.52236249999993 28.733516666666667 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 284.52236249999993 28.733516666666667 TNS 2021vuv ZTF21abrthyb 2021vuv CV 0.0 -0.257414117836543 -0.05448284868045761 -0.2102611160191259 -0.16077832716741725 -0.05448284868045761 0.0621663669341217 -2.0563988128719055 -2.0563988128719055 37.031803912673624 37.031803912673624 59438.22252310021 59435.249826400075 17.69513402641182 17.69513402641182 18.007785127353817 2.3543606129179895 0.7 7.738580199308871 284.52414531 28.73204123 0.3222070911224464 22.85492055158615 23.58045887012482 22.69299721903801 0.5 """""" """""" """""" """""" 1 False True all False False 0 0.7 5.770588511435484 284.52150073 28.73210302 0.10648609487721183 21.96307305650711 23.64 23.440230931901933 0.0 False False 0.3 0.7 1.5 0.02 8 3 2.9726967001333833 0.0 0.0 0.0 0.0 5.944865973588179 5.262214872646183 True 0.0 Inputed """""" """""" """""" """""" """"""
-0.2170226809043849 0.18540718697990755 -5.955003672599622 18.2864429463423 6160.25166281649 127.24578290490516 77 39 39 57.980740800034255 66 True False 2020wog 328.18255416666665 33.65620277777778 SNII 0.045 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 328.18255416666665 33.65620277777778 TNS 2020wog ZTF20aciwrpn 2020wog SNII 0.045 -0.1387829631377322 0.31156817090818123 -0.03988734446978981 0.06776253112475672 0.31156817090818123 0.5974216105273413 9.832298007055297 9.832298007055297 48.148442792978955 48.148442792978955 59144.17890049983 59136.15668979986 17.564748744901284 17.564748744901284 17.779047638531903 2.0388452593158797 2.6348530281747746 1.0908542243801174 328.1829182 33.6562038 0.0027805327342591557 17.353082492637633 17.88589828166962 17.63547482481003 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.6348530281747746 1.0908542243801174 328.1829182 33.6562038 0.0027805327342591557 17.353082492637633 17.88589828166962 17.63547482481003 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.022210699971765 1.0908542243801174 2.6348530281747746 0.2504234568595898 0.41400951503385297 0.3211495367683348 -0.14357281372187458 False 0.045 Inputed -18.744127801216 -18.95842669484662 """""" """""" """"""
-0.15028927291753302 0.37112587367865446 -8.322812310818021 19.025220822498433 5704.9341862143265 182.86170951057483 20 10 10 16.96989579964429 60 True True 2020K 147.52712499999998 5.723655555555555 SNIa 0.0924 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 147.52712499999998 5.723655555555555 TNS 2020K ZTF20aaawbkz 2020K SNIa 0.0924 -0.0439334891056582 0.2781401081619066 0.02977228141438104 0.10789159347125832 0.2781401081619066 0.4684240479438522 4.305883679764061 4.305883679764061 12.66401211988023 12.66401211988023 58855.460821799934 58849.42750000022 18.750890128707876 18.750890128707876 18.798763245349182 1.9736091021920916 1.5860068782597563 0.34856183401126983 147.52717419243402 5.723739094856985 0.00046954657410347433 16.38629564468384 17.482655255606176 16.737398860538008 0.945 """""" """""" """""" """""" 0 False True all False False 0 1.5860068782597563 0.34856183401126983 147.52717419243402 5.723739094856985 0.00046954657410347433 16.38629564468384 17.482655255606176 16.737398860538008 0.945 False False 0.3 0.7 1.5 0.02 8 3 6.033321799710393 0.34856183401126983 1.5860068782597563 0.7452563950681679 0.21977321712105613 -1.2682348731017008 -2.0613643848111742 False 0.0924 Inputed -19.30987618514311 -19.357749301784416 """""" """""" """"""
-0.15852459892487566 0.26689423466072976 -11.499549675147573 18.305809458275665 5378.699398719522 144.3088624652043 24 16 16 59.846712899859995 63 True True 2019aba 115.81411458333 9.5366108888888 SNIa 0.062 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 115.81411458333 9.5366108888888 TNS 2019aba ZTF19aaeicsm 2019aba SNIa 0.062 0.08411299306770914 0.5474224673594179 0.18796462906030342 0.2995164556468559 0.5474224673594179 0.8315056099734441 11.780255298279972 11.780255298279972 48.06645760158003 48.06645760158003 58522.22693290003 58507.279606500175 18.00885956548227 18.018839557249564 18.00885956548227 2.879699796527151 4.062685525383742 9.707651975346108 115.81218321935 9.53470204305031 0.00294471146520614 15.177082269033194 16.468937162867785 15.63704606917262 0.9100000000000001 """""" """""" """""" """""" 1 False True all False False 0 2.7852281350785892 6.990266394149823 115.8124422567965 9.535585979660665 0.003403667810409128 16.284102887431384 18.099233250652553 16.613696885011194 0.3277777777777778 False False 0.3 0.7 1.5 0.02 8 3 14.94732639985159 9.707651975346108 4.062685525383742 0.831891093695166 2.389466749196437 -1.5499023943817782 -2.371813496309649 False 0.062 Inputed -19.21883974567474 -19.208859753907443 """""" """""" """"""
-0.014795058748174158 0.1968785382600744 11.51087002040105 18.641885466754132 4303.73338309497 370.2316929177731 137 48 48 74.00016200030223 52 True True 2018lng 174.16828499999 55.170153888888 SLSN-II 0.191 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 174.16828499999 55.170153888888 TNS 2018lng ZTF18acnnevs 2018lng SLSN-II 0.191 0.2560741121604799 0.4413811795720868 0.30052409574159356 0.34620796705516454 0.4413811795720868 0.5418076772305831 186.42440705213772 186.42440705213772 -112.4242450518355 -112.4242450518355 58505.53709489992 58440.468900499865 18.560669831623542 18.815062743980295 18.560669831623542 0.6186553332773017 0.9212247618031146 0.44602325625076766 174.16832757703799 55.1702753743526 0.0026597672054605725 20.040839539583622 20.77744002323508 20.294341573506593 0.8888888888888888 """""" """""" """""" """""" 0 False True all False False 0 0.9212247618031146 0.44602325625076766 174.16832757703799 55.1702753743526 0.0026597672054605725 20.040839539583622 20.77744002323508 20.294341573506593 0.8888888888888888 False False 0.3 0.7 1.5 0.02 8 3 65.06819440005347 0.44602325625076766 0.9212247618031146 0.48309844972848737 0.4841633385730597 1.9623772792547847 1.7336717418830503 False 0.191 Inputed -21.164773633693805 -20.910380721337052 """""" """""" """"""
-0.11637629672805085 0.24849505551482703 -9.783035769537264 18.681693459370756 5520.263667723802 183.38121574986823 20 9 9 41.88144680019468 83 True False 2019mvi 304.06245624999 -18.49368466666 SNIa 0.057 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 304.06245624999 -18.49368466666 TNS 2019mvi ZTF19abmzmom 2019mvi SNIa 0.057 0.010563460432585714 0.3455239123330536 0.08731490712905199 0.16859505431174426 0.3455239123330536 0.5429972119641775 17.041967610528918 17.041967610528918 24.839479189665763 24.839479189665763 58714.23101849994 58699.37006939994 18.26457776511169 18.26457776511169 18.305907281182595 2.0005729789397084 4.186162857362752 2.539894143853467 304.06311582 -18.49401102 0.002566116464688406 15.96814040248394 16.834578303432465 16.13380413374901 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.186162857362752 2.539894143853467 304.06311582 -18.49401102 0.002566116464688406 15.96814040248394 16.834578303432465 16.13380413374901 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.860949099995196 2.539894143853467 4.186162857362752 0.7007741696834557 0.6067356264905516 -1.4299994616792233 -2.1721031474335852 False 0.057 Inputed -18.736708136768062 -18.778037652838968 """""" """""" """"""
-0.16084385479380295 0.46925998197990126 -2.6912777511496966 16.27029648270758 5785.829642538548 260.6424273874677 27 8 8 11.035532400012016 87 True True 2021qqo 186.09089166666664 9.29201111111111 SNIa 0.0234 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 186.09089166666664 9.29201111111111 TNS 2021qqo ZTF21abhqirx 2021qqo SNIa 0.0234 -0.10671220051756691 0.10030587957033532 -0.05811619384796174 -0.007456976874749444 0.10030587957033532 0.21709879296231094 8.046252456227894 8.046252456227894 2.9892799437841218 2.9892799437841218 59391.24733800022 59385.21373840002 15.997033123839607 15.997033123839607 16.144637280869645 4.347823546075208 7.051094882185629 3.262534085968901 186.09040463928898 9.29277941773811 0.00038188775940706243 12.13448932675302 13.31469227997303 12.499897446728944 0.8400000000000001 """""" """""" """""" """""" 0 True True all False False 0 7.051094882185629 3.262534085968901 186.09040463928898 9.29277941773811 0.00038188775940706243 12.13448932675302 13.31469227997303 12.499897446728944 0.8400000000000001 False False 0.3 0.7 1.5 0.02 8 3 6.033599600195885 3.262534085968901 7.051094882185629 0.8147948332440862 0.46269893406364326 -2.6823408438665766 -3.644739834140701 False 0.0234 Inputed -18.94705361262739 -19.094657769657427 """""" """""" """"""
-0.03498210525582768 0.4243363571795343 -21.096071254616618 18.515631914080753 5180.177717339847 213.22774364153722 37 27 27 72.8984375 83 True False 2019qfb 311.300125 -12.011081 SLSN-II 0.1423 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 311.300125 -12.011081 TNS 2019qfb ZTF19abxekxi 2019qfb SLSN-II 0.1423 0.1687676430499785 0.4857515041484106 0.24244890900150295 0.3197508940735112 0.4857515041484106 0.6678952715522222 52.32269166838918 52.32269166838918 20.57574583161082 20.57574583161082 58781.10240740003 58732.18842589995 18.356719901602993 18.446488938522933 18.356719901602993 0.36945802769599884 1.4633507369472945 1.6375890980862229 311.29969911 -12.01126374 0.0036988816021211735 18.97396102478504 19.457854701662065 19.108301155126096 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.4633507369472945 1.6375890980862229 311.29969911 -12.01126374 0.0036988816021211735 18.97396102478504 19.457854701662065 19.108301155126096 0.99 False False 0.3 0.7 1.5 0.02 8 3 48.91398150008172 1.6375890980862229 1.4633507369472945 0.3495535465359687 1.1190680789913758 1.011365763139132 0.7515812535231028 False 0.1423 Inputed -20.71112370734834 -20.6213546704284 """""" """""" """"""
-0.19220176159983499 0.18203137430025948 -10.557724033550043 18.25097239526326 6319.656327046485 76.48990338098784 77 65 65 46.955127300228924 35 True False 2020uvg 16.595612499999998 -20.613208333333336 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 16.595612499999998 -20.613208333333336 TNS 2020uvg ZTF20acgnbvv 2020uvg SNIa 0.05 -0.05671567751311102 0.8409253598031015 0.12496425718059356 0.3332085178158657 0.8409253598031015 1.4932880750537798 10.273428268999643 10.273428268999643 36.68169903122928 36.68169903122928 59138.2520486 59126.284374999814 17.596789435288482 17.596789435288482 17.733570273120733 1.4311685404211807 2.5510704081524613 1.3088256408364696 16.59528419 -20.61301404 0.002302563216441511 17.160936880910395 18.171155000209808 17.561979778373242 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.5510704081524613 1.3088256408364696 16.59528419 -20.61301404 0.002302563216441511 17.160936880910395 18.171155000209808 17.561979778373242 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.967673600185663 1.3088256408364696 2.5510704081524613 0.6091752218365656 0.5130495954379983 0.574365564921326 -0.1715904947474911 False 0.05 Inputed -19.020968358054542 -19.157749195886794 """""" """""" """"""
-0.13336915679604444 0.512343758128101 -7.230124504847249 17.62895417998476 6125.729257798652 148.90554478682668 14 9 9 34.02730329986662 43 True True 2018kie 352.20487499999 28.360681 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 352.20487499999 28.360681 TNS 2018kie ZTF18aczbgpm 2018kie SNIa 0.06 -0.1298590087643774 0.24839545057216483 -0.04520062418090731 0.04582967525993453 0.24839545057216483 0.4807659694385116 15.785740534572643 15.785740534572643 18.241562765293974 18.241562765293974 58487.131585599855 58469.130069400184 17.338777702616817 17.338777702616817 17.547373491620263 1.9220191212276283 0.7 1.9227706042921475 352.205194710092 28.3611349998772 0.013557968939654996 21.594380190377237 21.5759269348526 21.7111469726038 0.875 """""" """""" """""" """""" 0 False True all False False 0 0.7 1.9227706042921475 352.205194710092 28.3611349998772 0.013557968939654996 21.594380190377237 21.5759269348526 21.7111469726038 0.875 False False 0.3 0.7 1.5 0.02 8 3 18.001516199670732 1.9227706042921475 0.7 -0.13522003775119984 2.7468151489887824 4.237149232235783 4.1637734809835365 False 0.06 Inputed -19.608127489577537 -19.816723278580984 """""" """""" """"""
-0.2068036636651222 0.4014151331125931 -24.296203864956503 15.435649264206166 7148.810479989261 346.99109307133574 22 13 13 24.770972199738026 67 True False 2020ae 109.68956958333 19.744142361111 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 109.68956958333 19.744142361111 TNS 2020ae ZTF20aabpeiq 2020ae CV 0.0 -0.2799988317788227 -0.15116115454103607 -0.24934344115639817 -0.21766897530299545 -0.15116115454103607 -0.08026984981761487 -19.882553128188086 -19.882553128188086 44.65352532792611 44.65352532792611 58850.450659700204 58850.450659700204 16.301718000838854 16.465325921260067 16.301718000838854 20.731780409262463 1.8762373191492918 44.16485827600759 109.68041342 19.75287394 0.15902582987133418 17.238896383428575 18.508790561032296 17.666878098583222 0.99 """""" """""" """""" """""" 35 False True all False False 0 0.8331832848662843 8.742678023464967 109.69173835 19.74545803 0.0856204090422964 20.59594620308876 22.67863192191124 21.26404751496315 0.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.0 0.0 0.0 0.0 7.174674078739933 6.968281999161146 True 0.0 Inputed """""" """""" """""" """""" """"""
-0.17507217858563973 0.25221037919742184 -10.608091410938354 18.513493030102538 4116.117346337076 232.65893314802287 16 9 9 49.99769680015743 42 True False 2019us 112.28575541666 51.012402305555 SNIc 0.029811 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 112.28575541666 51.012402305555 TNS 2019us ZTF19aadnhdo 2019us SNIc 0.029811 0.46546049168041037 0.8088312406870202 0.5459724461390465 0.6299580859714418 0.8088312406870202 1.0030945831154696 13.281676436396527 13.281676436396527 36.7160203637609 36.7160203637609 58509.26391200023 58493.24228010001 18.10428904739717 18.490909475998244 18.10428904739717 3.0699983300486906 5.278657141562425 9.618335073994013 112.28496901 51.00977676 0.0017442070706763513 14.169673076927662 15.179929771280289 14.726385658121108 1.0 """""" """""" """""" """""" 0 False True all False False 0 5.278657141562425 9.618335073994013 112.28496901 51.00977676 0.0017442070706763513 14.169673076927662 15.179929771280289 14.726385658121108 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.02163190022111 9.618335073994013 5.278657141562425 0.45354411315918064 1.8221177879242012 -3.3109797047179548 -3.377903389276062 False 0.029811 Inputed -17.516683156478887 -17.130062727877814 """""" """""" """"""
-0.14967855921404383 0.28115651023786015 -10.091831440339526 18.625889495900566 6078.869805793246 90.7097039298598 63 29 29 40.93109960015863 42 True True 2020wop 46.70138333333333 26.825 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 46.70138333333333 26.825 TNS 2020wop ZTF20acjfimy 2020wop SNIa 0.08 -0.04098223679395829 0.6922514468392222 0.11248859988252846 0.2847221805570932 0.6922514468392222 1.1969337330060803 14.395293108863534 14.395293108863534 26.535806491295098 26.535806491295098 59150.40534720011 59134.39534719987 18.183612384859412 18.183612384859412 18.34630454117962 0.5039017008388496 1.9922644119315056 3.6718624589950433 46.7005984632833 26.8257414525908 0.003952217384914469 17.79860091506481 18.42369562392235 18.02800399793625 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.9922644119315056 3.6718624589950433 46.7005984632833 26.8257414525908 0.003952217384914469 17.79860091506481 18.42369562392235 18.02800399793625 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.010000000242144 3.6718624589950433 1.9922644119315056 0.39569162598609964 1.8430598052169003 0.24008323906293683 -0.318300543243371 False 0.08 Inputed -19.443629480891758 -19.606321637211966 """""" """""" """"""
-0.14335859387013736 0.22900261421722617 -10.621712506311086 19.117463906008595 5124.748026366677 145.2960509340196 106 50 50 53.92600689968094 39 True True 2020nbb 247.03868749999995 30.538483333333335 SNIa 0.0824 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 247.03868749999995 30.538483333333335 TNS 2020nbb ZTF20abgevcw 2020nbb SNIa 0.0824 0.1458315662298375 0.6253244254188779 0.2535139228854284 0.3690360788224716 0.6253244254188779 0.9184329238281457 14.734723860803069 14.734723860803069 39.19128303887787 39.19128303887787 59034.33148150006 59019.25710650021 18.57249828832781 18.71480535572408 18.57249828832781 1.2664964770258147 2.288005784558687 4.013356435850307 247.037538786095 30.53796956187555 0.0009415873740177272 15.602705801843404 16.57405684703231 15.985520416420698 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.288005784558687 4.013356435850307 247.037538786095 30.53796956187555 0.0009415873740177272 15.602705801843404 16.57405684703231 15.985520416420698 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 15.074374999850988 4.013356435850307 2.288005784558687 0.5885364306116116 1.7540849166272574 -2.1407485086917717 -2.586977871907113 False 0.0824 Inputed -19.282757865472398 -19.140450798076127 """""" """""" """"""
-0.14936870511901928 0.3071287380115371 -4.273267242778773 17.79047270406023 5565.162078859582 181.7581338047064 24 14 14 56.99206019984558 66 True True 2019abv 51.428002499999 41.241625 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 51.428002499999 41.241625 TNS 2019abv ZTF19aaeflme 2019abv SNIa 0.04 -0.040261518955862385 0.2849508244841559 0.034128015175269866 0.11299575654949834 0.2849508244841559 0.4772497678593304 14.672022700372029 14.672022700372029 42.32003749947355 42.32003749947355 58514.1817361 58503.139629600104 17.42066170365733 17.42066170365733 17.540103876309477 1.1775210379034984 5.2607413651609045 13.216542140500774 51.429120210826355 41.2451987724651 0.0038758293356673246 14.779896997380256 15.83748981511116 15.156400341682435 0.9949999999999999 """""" """""" """""" """""" 5 True True all False False 0 2.994229065160328 2.7105403913810733 51.428789867731396 41.2420901659491 0.0027571180214449598 16.815344558687208 18.59149457066536 17.981084986324312 0.61 False False 0.3 0.7 1.5 0.02 8 3 11.042106499895453 13.216542140500774 5.2607413651609045 0.6810894734287256 2.512296504068212 -1.58317188854617 -2.383703534627042 False 0.04 Inputed -18.72470101117194 -18.844143183824087 """""" """""" """"""
-0.11860821838802936 0.20400760347261487 -21.913784814891372 18.03953580989903 3580.4971454340334 169.13700762718906 29 21 21 72.8330786996521 38 True True 2019vbl 156.2750833333333 17.26927222222222 SNIa 0.0458 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 156.2750833333333 17.26927222222222 TNS 2019vbl ZTF19actfqhp 2019vbl SNIa 0.0458 0.9231841834838086 1.526589095992545 1.0616992924797692 1.208172547015348 1.526589095992545 1.8818361325085107 17.439080553986507 17.439080553986507 55.3939981456656 55.3939981456656 58830.45694439998 58804.506169000175 17.901417902765054 17.981671503956417 17.901417902765054 3.377027619865757 3.933667147377225 7.876904378612798 156.27297243 17.27012326 0.0020964689118102564 15.067607057058812 16.243569880640507 15.512683840489387 1.0 """""" """""" """""" """""" 1 False True all False False 0 1.0402045135686158 3.6809415794003226 156.27586449 17.26997154 0.008654799046731831 19.486114462935923 20.35118342579603 19.126693779563904 1.0 False False 0.3 0.7 1.5 0.02 8 3 25.950775399804115 7.876904378612798 3.933667147377225 0.7308860401511197 2.002432865694986 -1.7381016233159094 -2.3887340622756668 False 0.0458 Inputed -18.660436632080614 -18.580183030889252 """""" """""" """"""
-0.13180685274118686 0.28058990910185583 -4.629008798759821 18.04711839051012 4147.283431384889 41.76126818139383 37 22 22 27.085162000264972 75 True False 2020pki 318.1012666666666 13.004880555555555 SNIa 0.028 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 318.1012666666666 13.004880555555555 TNS 2020pki ZTF19aaarhtg 2020pki SNIa 0.028 0.5743479390755937 3.5811148520085148 1.097268508216736 1.7527403545139961 3.5811148520085148 6.347626392231149 14.064258509542842 14.064258509542842 13.02090349072213 13.02090349072213 59051.37682869984 59042.325405099895 17.825342830681837 18.14187279996442 17.825342830681837 2.5317642909942917 2.5873423856902846 0.3554229721685671 318.10116534 13.00488014 0.0005929098432619906 15.414804180073737 16.439527375221253 15.77611106643677 0.6599999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.5873423856902846 0.3554229721685671 318.10116534 13.00488014 0.0005929098432619906 15.414804180073737 16.439527375221253 15.77611106643677 0.6599999999999999 False False 0.3 0.7 1.5 0.02 8 3 9.051423599943519 0.3554229721685671 2.5873423856902846 0.663416308784484 0.137369902852553 -1.702345424743168 -2.049231764245068 False 0.028 Inputed -17.65855992231042 -17.342029953027836 """""" """""" """"""
-0.19192803935545177 0.2273973119392681 -7.900593772519023 17.248800048868006 5259.412817684709 147.60901258532454 77 52 52 73.92298609996215 28 True True 2021fqb 227.77462499999996 5.107269444444444 SNIa 0.035 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 227.77462499999996 5.107269444444444 TNS 2021fqb ZTF21aapkfjx 2021fqb SNIa 0.035 0.07872478238512315 0.5284973603154413 0.1797775428284858 0.2881602377023462 0.5284973603154413 0.803143316191985 11.777164553112762 11.777164553112762 62.14582154684938 62.14582154684938 59302.35640050005 59290.395370400045 16.71217574261854 16.71217574261854 16.85614324136342 7.107487359364478 4.023769579437594 10.27577402537118 227.77693448955802 5.108959425174515 0.002772800400415165 15.017417468941211 15.867809364867211 15.302641078457832 1.0 """""" """""" """""" """""" 1 False True all False False 0 1.0832266270401287 5.265934105001723 227.77508905 5.10588163 0.014558597711053611 19.39096672489643 22.32638339805603 21.625855042910576 0.975 False False 0.3 0.7 1.5 0.02 8 3 11.96103010000661 10.27577402537118 4.023769579437594 0.5651682864093797 2.5537680084572423 -0.8443663777513297 -1.5535021629055876 False 0.035 Inputed -19.11606145399695 -19.260028952741827 """""" """""" """"""
-0.17896622291163977 0.25903684061620685 -4.482036478053377 19.093636660338934 5284.192904761157 131.46288113733593 28 20 20 35.91391200013459 45 True True 2020buq 175.67797083333332 7.851425 SNIa 0.0864 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 175.67797083333332 7.851425 TNS 2020buq ZTF20aalyeut 2020buq SNIa 0.0864 0.044430046181854976 0.5459264902500855 0.15555284279181336 0.27580585419599046 0.5459264902500855 0.8596239623544051 11.025788301713373 11.025788301713373 24.888123698421214 24.888123698421214 58887.42306709988 58879.46295139985 18.610839579586802 18.610839579586802 18.85007025289207 1.0081325899409068 2.685174689345664 4.326264611689167 175.678782047094 7.85231852849316 0.003922628091375668 17.153920098709463 18.14080065051556 17.51538447247982 0.9850000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.685174689345664 4.326264611689167 175.678782047094 7.85231852849316 0.003922628091375668 17.153920098709463 18.14080065051556 17.51538447247982 0.9850000000000001 False False 0.3 0.7 1.5 0.02 8 3 7.960115700028837 4.326264611689167 2.685174689345664 0.6254161780357386 1.6111669117302052 -0.47003892907124367 -1.3346857804122507 False 0.0864 Inputed -19.109996588227744 -19.349227261533013 """""" """""" """"""
-0.1682029454246609 0.24961531979515753 -2.5029584052476297 18.757698601726435 5387.892201283776 187.79406342788963 23 13 13 53.103541700169444 37 True False 2019fet 192.97520791666 76.1621 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 192.97520791666 76.1621 TNS 2019fet ZTF19aauvkxu 2019fet SNIa 0.07 -0.010786168033352084 0.31012334634138483 0.0628683363971021 0.14078474657210904 0.31012334634138483 0.4987403650483877 10.727113032067763 10.727113032067763 42.37642866810168 42.37642866810168 58622.18307870021 58617.20395829994 18.121775195416554 18.121775195416554 18.467676028193456 3.150677998091106 1.9113277719685866 5.041502123511872 192.97014698 76.1613958 0.0011251248413721715 15.735289082837104 16.6289695869565 16.07614627122879 0.9600000000000002 """""" """""" """""" """""" 0 False True all False False 0 1.9113277719685866 5.041502123511872 192.97014698 76.1613958 0.0011251248413721715 15.735289082837104 16.6289695869565 16.07614627122879 0.9600000000000002 False False 0.3 0.7 1.5 0.02 8 3 4.9791204002685845 5.041502123511872 1.9113277719685866 0.5528233157277107 2.637696264058016 -1.4928056084600527 -2.3915297569646654 False 0.07 Inputed -19.02748992339734 -19.373390756174242 """""" """""" """"""
-0.15814024659684042 0.20819108306614187 -6.16519646031065 17.999820375185713 5716.29466418184 116.89154828607049 28 17 17 72.74807869968936 50 True True 2019wl 178.80092624999 49.444122055555 SNIa 0.05426 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 178.80092624999 49.444122055555 TNS 2019wl ZTF19aadnxcw 2019wl SNIa 0.05426 -0.03705805613594393 0.5042487566384395 0.08083805778277053 0.20984345858779818 0.5042487566384395 0.8528546698203314 12.734725260086382 12.734725260086382 60.01335343960298 60.01335343960298 58511.453877300024 58502.47741900012 17.462822968684286 17.462822968684286 17.590989410623603 4.865984573934154 2.5633003079731513 5.316860208036388 178.8011049656235 49.442649728289 0.002832435456806226 16.544098652191757 17.232802798182966 16.819844732375145 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.5633003079731513 5.316860208036388 178.8011049656235 49.442649728289 0.002832435456806226 16.544098652191757 17.232802798182966 16.819844732375145 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.976458299905062 5.316860208036388 2.5633003079731513 0.41295806580782113 2.0742244642573806 -0.2300201705013194 -0.7711446782484579 False 0.05426 Inputed -19.343267504418773 -19.47143394635809 """""" """""" """"""
-0.02999823201218399 0.42835462098520616 -8.502899653305281 17.943945235391332 5445.621767601751 292.4599136120974 76 26 26 67.91202550008893 62 True True 2019zcr 194.67874958333 15.2117115 SLSN-II 0.259 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 194.67874958333 15.2117115 TNS 2019zcr ZTF19adcfsoc 2019zcr SLSN-II 0.259 -0.003928110869871659 0.1949648636073391 0.04314097437795539 0.09194829207279298 0.1949648636073391 0.30550644451680853 60.6524366886461 60.6524366886461 7.259588811442832 7.259588811442832 58887.44017359987 58846.54663190013 17.75314477047727 17.75314477047727 17.775480089388402 0.19985270573654904 0.4705745734515355 7.297418223569356 194.6800576895615 15.21012542711145 0.08096889738915647 21.02000324160278 22.440945546461343 21.39811056177914 0.7 """""" """""" """""" """""" 2 False True all False False 0 0.7 3.691562193032525 194.67836254 15.2107565 0.18285455584438315 23.80611533523202 24.71423301769495 24.020846951854228 0.45 False False 0.3 0.7 1.5 0.02 8 3 40.893541699741036 0.0 0.0 0.0 0.0 5.88685522952273 5.494519910611597 True 0.259 Inputed -22.63326119217094 -22.655596511082074 """""" """""" """"""
-0.09260737687419748 0.21678642618466185 -12.076164484324261 17.60414331219584 4627.676870187967 425.3070764409017 31 22 22 74.96210649982095 55 True True 2019avd 125.9031958333333 4.384016666666667 AGN 0.028 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 125.9031958333333 4.384016666666667 TNS 2019avd ZTF19aaiqmgl 2019avd AGN 0.028 0.23497311807416565 0.3930321270985999 0.2730862033256969 0.3121225042135123 0.3930321270985999 0.47784017704926285 15.519910450363524 15.519910450363524 59.44219604945742 59.44219604945742 58534.31520830002 58523.22799770022 16.730546783109183 17.031522099084558 16.730546783109183 6.474776348494104 2.637015531088372 0.046975333972793 125.9031914705185 4.384028968932345 0.00038888067601883236 14.815638659992814 15.842063002415895 15.190820833423139 0.9850000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.637015531088372 0.046975333972793 125.9031914705185 4.384028968932345 0.00038888067601883236 14.815638659992814 15.842063002415895 15.190820833423139 0.9850000000000001 False False 0.3 0.7 1.5 0.02 8 3 11.08721059979871 0.046975333972793 2.637015531088372 0.6512421689927557 0.017813825295676183 -1.1894590966686636 -1.5397259496860443 False 0.028 Inputed -18.753355969883074 -18.4523806539077 """""" """""" """"""
-0.1267406216167739 0.4678117695517452 -4.78964864577331 19.291328209372733 5693.902367011487 152.5283443074967 32 18 18 32.82274299999699 28 True True 2020ism 208.2877458333333 47.29949722222222 SNIa 0.122 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 208.2877458333333 47.29949722222222 TNS 2020ism ZTF20aavynba 2020ism SNIa 0.122 -0.059763510647925955 0.33051719227304943 0.027967610075759097 0.12203612825020116 0.33051719227304943 0.568503236531825 14.142917035668512 14.142917035668512 18.67982596432848 18.67982596432848 58975.28218750004 58962.34366900008 19.035197909514775 19.035197909514775 19.08709444986575 0.5482251418363211 1.470293810710749 0.5185654715453487 208.287543984355 47.29954206826025 0.0005994132489574033 16.882629993699194 18.218168291482925 17.31665264010608 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.470293810710749 0.5185654715453487 208.287543984355 47.29954206826025 0.0005994132489574033 16.882629993699194 18.218168291482925 17.31665264010608 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.938518499955535 0.5185654715453487 1.470293810710749 0.9015156513768439 0.35269513329085633 -0.8170296180318495 -1.7704418097596673 False 0.122 Inputed -19.638096517012173 -19.689993057363147 """""" """""" """"""
-0.008525527505909663 0.36171595526668276 -4.006933575042286 19.55513983252391 5213.654630868087 350.9222599911028 277 38 38 73.99877309985459 67 True True 2017fro 259.98270791666 41.680411 AGN 0.164 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 259.98270791666 41.680411 TNS 2017fro ZTF18aarsnci 2017fro AGN 0.164 0.0315333182367894 0.19979426550345636 0.0717317460944038 0.11315647986463162 0.19979426550345636 0.29167066315597623 162.21534886865982 162.21534886865982 -88.21657576880524 -88.21657576880524 58352.16223380016 58305.21656250022 19.32801546416697 19.32801546416697 19.460880245234247 0.6464343296978087 0.7849356197294876 0.03259187248979126 259.98269795419446 41.68041615745515 0.00021746917817155875 17.239725708143116 18.056760834021567 17.558856457141637 0.8850000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.7849356197294876 0.03259187248979126 259.98269795419446 41.68041615745515 0.00021746917817155875 17.239725708143116 18.056760834021567 17.558856457141637 0.8850000000000001 False False 0.3 0.7 1.5 0.02 8 3 46.94567129993811 0.03259187248979126 0.7849356197294876 0.49790437687993006 0.04152171422800687 -1.2712546301454033 -1.9020237880926096 False 0.164 Inputed -19.92368105233606 -20.056545833403337 """""" """""" """"""
-0.00894695275001376 0.09268681313545839 -10.496158955729799 18.173972495743126 3118.7058094921194 321.203589925697 81 39 39 71.9688078998588 263 True True 2021aai 108.61191666666664 84.3809611111111 SNII 0.007412 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 108.61191666666664 84.3809611111111 TNS 2021aai ZTF21aadoizf 2021aai SNII 0.007412 1.0188817548171407 1.3318350660400249 1.0937170374267673 1.1707824609311004 1.3318350660400249 1.502518562065493 327.3206014382372 327.3206014382372 -255.3517935383784 -255.3517935383784 59298.29490739992 59226.32609950006 17.764607847227452 18.387496212447484 17.764607847227452 4.154561226321357 11.267180471809036 14.361366987045578 108.5739557424375 84.38241112538245 0.0005586484193379482 11.021555465121269 12.975406839356422 11.441636866197586 0.9357142857142858 """""" """""" """""" """""" 9 True True all False False 0 7.5414076614890515 3.466455943419126 108.60838282 84.38185971 0.00023502795993213255 11.319487773609161 13.182891597008705 10.857427493906021 0.97 False False 0.3 0.7 1.5 0.02 8 3 71.9688078998588 14.361366987045578 11.267180471809036 1.5337699731588366 1.2746194154765096 -5.412089373091062 -6.322970981029867 False 0.007412 Inputed -14.821765453952265 -14.198877088732234 """""" """""" """"""
-0.08914502451574327 0.34066590150298415 -8.344916689325613 18.093274083104415 3303.690657800028 171.9976312386272 16 11 11 34.84928240021691 41 True True 2018erw 233.95058374999 21.738835694444 SNIc 0.02418 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 233.95058374999 21.738835694444 TNS 2018erw ZTF18abkjnqy 2018erw SNIc 0.02418 0.92185607607815 1.5137729568702127 1.057928102892646 1.2016858980174092 1.5137729568702127 1.8613430784251008 19.609848622057356 19.609848622057356 15.239433778159551 15.239433778159551 58346.17155090021 58330.29657409992 17.79798089508808 18.726290885626792 17.79798089508808 0.7345439481344888 3.4952835636283353 5.336835206942879 233.9507988222735 21.74030462609595 0.0008327764207196608 14.47221109371543 15.366458033354283 14.770905198373795 0.9800000000000001 """""" """""" """""" """""" 1 False True all False False 0 0.7 2.0496654806060444 233.9510125729025 21.739242509123898 0.04662807417263071 23.129983405447007 24.449025195188522 23.379715437555312 0.95 False False 0.3 0.7 1.5 0.02 8 3 15.874976800289005 5.336835206942879 3.4952835636283353 0.5955528349804879 1.5268675945143892 -3.3598328522725094 -3.0270756967142862 False 0.02418 Inputed -17.36533826953105 -16.43702827899234 """""" """""" """"""
-0.2131288991013639 0.22631997952349442 -6.6235354588461615 18.00823445813132 5395.592649313185 224.3711873353266 44 29 29 64.99021989991888 70 True True 2021cym 124.55378333333334 10.890258333333334 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 124.55378333333334 10.890258333333334 TNS 2021cym ZTF21aajdbhw 2021cym SNIa 0.04 0.009218300731149043 0.2769666526355188 0.07155051640311427 0.13688232862300254 0.2769666526355188 0.43034888528493553 11.369501637687105 11.369501637687105 53.620718262231776 53.620718262231776 59267.23381939996 59256.21217590012 17.52288287496672 17.52288287496672 17.553324623057474 2.944347572129779 2.887877348331515 5.976737294102225 124.552879898197 10.891661623003099 0.0007155486610606054 14.421264940937757 15.572893221470117 14.801901440125704 0.9650000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.887877348331515 5.976737294102225 124.552879898197 10.891661623003099 0.0007155486610606054 14.421264940937757 15.572893221470117 14.801901440125704 0.9650000000000001 False False 0.3 0.7 1.5 0.02 8 3 11.021643499843776 5.976737294102225 2.887877348331515 0.7709917813444136 2.0695952678029466 -1.9499896534966012 -2.75142318293177 False 0.04 Inputed -18.711480264423944 -18.7419220125147 """""" """""" """"""
-0.01142485528971883 0.565020887556565 6.962910316814105 15.974860128309198 6013.17886007721 166.85981863662795 96 51 51 71.88400459988043 62 True True 2021tyw 346.4852499999999 14.3577 SNII 0.013 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 346.4852499999999 14.3577 TNS 2021tyw ZTF21abnlhxs 2021tyw SNII 0.013 -0.2136335033412955 0.09397321098035505 -0.14411247095041269 -0.06982938303794484 0.09397321098035505 0.27974260126199724 65.95337025450988 65.95337025450988 5.9306343453705495 5.9306343453705495 59428.42710650014 59419.40599540016 15.653896344557621 15.653896344557621 15.875450555771657 8.106838005233689 8.092609096951735 0.11152783948486139 346.48523918479646 14.3577291544439 0.0016210276447162775 13.74383236084938 14.271225902881621 13.91135769695282 1.0 """""" """""" """""" """""" 0 False True all False False 0 8.092609096951735 0.11152783948486139 346.48523918479646 14.3577291544439 0.0016210276447162775 13.74383236084938 14.271225902881621 13.91135769695282 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.021111099980772 0.11152783948486139 8.092609096951735 0.35986820592880164 0.013781444049592225 -1.3826704416759998 -1.9640928588188373 False 0.013 Inputed -17.93411820088135 -18.155672412095385 """""" """""" """"""
-0.1748174357546678 0.2585850335931902 -8.832057436607013 18.156598780681254 5884.005365623313 123.11549653257639 67 51 51 56.949328700080514 91 True True 2020ucf 90.533875 46.50856111111111 SNIa 0.051 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 90.533875 46.50856111111111 TNS 2020ucf ZTF20accxzmn 2020ucf SNIa 0.051 -0.050045469183295666 0.45396945099776076 0.06045346162273191 0.18085683698970811 0.45396945099776076 0.7749107963798849 13.83952919417711 13.83952919417711 43.1097995059034 43.1097995059034 59129.44586810004 59114.511099500116 17.6025504103109 17.6025504103109 17.77515802493547 1.314802253585525 2.9794976568486837 9.681571815642334 90.53067011333479 46.510099705227205 0.01027165799523111 17.109258076195715 17.477504138441084 17.313167275562286 0.9949999999999999 """""" """""" """""" """""" 3 False True all False False 0 0.9416738147714636 4.488436014476127 90.5351265661907 46.50765973315225 0.006689731673673038 18.77522452404499 19.73435854576111 19.17037208465576 0.01 False False 0.3 0.7 1.5 0.02 8 3 14.9347685999237 9.681571815642334 2.9794976568486837 0.16433686287879823 3.2493973584400173 -0.12504627186981665 -0.46199074937318585 False 0.051 Inputed -19.022892776162994 -19.195500390787565 """""" """""" """"""
-0.16313048433291932 0.2600128004602222 -7.419417726107275 18.72298937589785 5851.117148414518 194.73277546414474 49 23 23 45.89157409965992 39 True False 2020yvj 1.7899333333333332 39.17103888888889 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 1.7899333333333332 39.17103888888889 TNS 2020yvj ZTF20acoqlav 2020yvj SNIa 0.09 -0.08599350174443643 0.20411322062202686 -0.019298055954827475 0.05118100555598204 0.20411322062202686 0.3740993023732173 11.862624703187421 11.862624703187421 34.0289493964725 34.0289493964725 59164.26450229995 59153.23980320012 18.183254930054925 18.183254930054925 18.343420573216875 0.958607460301721 0.8057088547082679 0.44325037429040015 1.78986591 39.17092741 0.00014548804468550447 16.54650386376381 17.57856015100479 16.88174224948883 0.45999999999999996 """""" """""" """""" """""" 0 False True all False False 0 0.8057088547082679 0.44325037429040015 1.78986591 39.17092741 0.00014548804468550447 16.54650386376381 17.57856015100479 16.88174224948883 0.45999999999999996 False False 0.3 0.7 1.5 0.02 8 3 11.024699099827558 0.44325037429040015 0.8057088547082679 0.6968179015159599 0.5501371515283803 -0.6046947790501349 -1.4616783237280444 False 0.09 Inputed -19.70696407196236 -19.86712971512431 """""" """""" """"""
-0.05051442079376054 0.48352259739481895 -16.289592840991148 19.908609089073217 6748.286953696989 237.93171509335227 42 32 32 68.8345369999297 41 True True 2021jsg 167.15297916666663 30.76127222222222 TDE 0.126 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 167.15297916666663 30.76127222222222 TNS 2021jsg ZTF21aaeoitd 2021jsg TDE 0.126 -0.21938489035105846 -0.013316028889889253 -0.1713953860348738 -0.12110794399356095 -0.013316028889889253 0.10465066185567906 32.96015787436578 32.96015787436578 35.87437912556392 35.87437912556392 59256.34291670006 59221.47831019992 19.468178315180168 19.468178315180168 19.695390480033566 0.3434133147457609 0.2794913080106634 0.3180053963233063 167.1528768388275 30.7612806601738 0.00016571073654980673 19.231507312597035 20.368131427839995 19.543172649687527 0.21999999999999997 """""" """""" """""" """""" 0 False True all False False 0 0.2794913080106634 0.3180053963233063 167.1528768388275 30.7612806601738 0.00016571073654980673 19.231507312597035 20.368131427839995 19.543172649687527 0.21999999999999997 False False 0.3 0.7 1.5 0.02 8 3 34.8646065001376 0.3180053963233063 0.2794913080106634 0.8249587781524674 1.1378006657408233 0.8999531126598264 -0.1522178303460393 False 0.126 Inputed -19.10155020346859 -19.32876236832199 """""" """""" """"""
-0.10832411287303163 0.25896342137405665 -10.171358835578387 18.909535418395052 5123.846563742458 65.33979835537502 35 24 24 48.91445600008592 62 True True 2019maw 9.9144195833333 30.178163611111 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 9.9144195833333 30.178163611111 TNS 2019maw ZTF19abirbpd 2019maw SNIa 0.07 0.27622553913892745 1.6524826058824829 0.5481608250327419 0.8642378956449548 1.6524826058824829 2.6974789137940576 22.23084926569327 22.23084926569327 26.68360673439265 26.68360673439265 58706.4067592998 58686.477013899945 18.593796820102163 18.71523594329951 18.593796820102163 2.13038751314999 1.8478926422047832 5.329638201914252 9.915032863882315 30.17954588496405 0.008826699535146365 18.386038271975515 19.022857419464586 18.66856249912739 0.9650000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.8478926422047832 5.329638201914252 9.915032863882315 30.17954588496405 0.008826699535146365 18.386038271975515 19.022857419464586 18.66856249912739 0.9650000000000001 False False 0.3 0.7 1.5 0.02 8 3 19.929745399858803 5.329638201914252 1.8478926422047832 0.3542949203371961 2.884170909168879 0.3076214761650746 0.07476567902522646 False 0.07 Inputed -18.901369131488632 -18.779930008291284 """""" """""" """"""
-0.03352775438492879 0.5563127771026881 -27.257209007669914 19.239076667818868 5405.485673362166 277.80175844177296 193 173 173 72.84048609994352 43 True True 2019zbv 153.75468334 43.41490978 SLSN-I 0.37 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 153.75468334 43.41490978 TNS 2019zbv ZTF19adaivcf 2019zbv SLSN-I 0.37 0.10370554943626686 0.33126233034844077 0.15746787362399317 0.21327641779543782 0.33126233034844077 0.45814004237358574 37.98816468659426 37.98816468659426 34.85232141334926 34.85232141334926 58884.24310189998 58836.48844909994 18.961403847358106 19.011686690459168 18.961403847358106 0.2177598004953778 1.6417331856741724 32.70947930913651 153.751157451583 43.406192317945255 0.15952015730055213 18.02995063252598 19.22110302030027 18.44815589248598 1.0 """""" """""" """""" """""" 13 False True all False False 0 0.6810204216271619 9.938228115669268 153.756183845545 43.41744612611315 0.2737599336008131 21.957151559865473 24.226188505431413 23.932816496435404 0.43333333333333335 False False 0.3 0.7 1.5 0.02 8 3 47.75465280003846 0.0 0.0 0.0 0.0 4.628313309540832 4.308596152641893 True 0.37 Inputed -22.249465397282055 -22.199182554180993 """""" """""" """"""
-0.19565930775846302 0.2063140108969585 -5.75988106472182 18.866000410833013 5363.417489591607 121.05507701368234 53 34 34 52.90405089966953 29 True True 2020ubu 41.05695833333333 -2.904161111111111 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 41.05695833333333 -2.904161111111111 TNS 2020ubu ZTF20acchxpm 2020ubu SNIa 0.08 0.04247501163011336 0.593885244990517 0.16339348025477207 0.29512265855160535 0.593885244990517 0.945059559370069 13.287706615589219 13.287706615589219 39.61634428408031 39.61634428408031 59123.39715280011 59112.41642360017 18.33758573270863 18.33758573270863 18.4481155676652 1.6924875478804313 0.9211472053302567 0.7686950323072252 41.057172134298895 -2.9041612060592303 0.006337759866996251 21.04991982685447 21.616495066860914 21.253984908872845 0.9214285714285715 """""" """""" """""" """""" 0 False True all False False 0 0.9211472053302567 0.7686950323072252 41.057172134298895 -2.9041612060592303 0.006337759866996251 21.04991982685447 21.616495066860914 21.253984908872845 0.9214285714285715 False False 0.3 0.7 1.5 0.02 8 3 10.980729199945927 0.7686950323072252 0.9211472053302567 0.3625101579880692 0.8344974916703208 3.278909334152285 2.805869341207643 False 0.08 Inputed -19.341818454406177 -19.45234828936275 """""" """""" """"""
-0.025866278684523104 0.17768260549651022 11.907284238319825 18.85486817057688 3833.9814381645992 269.29889005901305 12 6 6 33.929838000331074 39 True True 2020acwp 147.03516666666667 6.819675 SNIa 0.078525 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 147.03516666666667 6.819675 TNS 2020acwp ZTF20acxycfh 2020acwp SNIa 0.078525 0.4312994661153233 0.7191707505805667 0.4993768264876124 0.5699976037031504 0.7191707505805667 0.8794499440677193 112.63283168696091 112.63283168696091 -78.70299368662984 -78.70299368662984 59210.42086810013 59176.4910300998 18.501474150056907 19.648570600309554 18.501474150056907 16.54736706071462 1.6965609075666404 1.2442309356147447 147.034862852541 6.8195063244803 0.0007508221229518552 16.67663828223705 17.630565689110757 17.067348939837217 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.6965609075666404 1.2442309356147447 147.034862852541 6.8195063244803 0.0007508221229518552 16.67663828223705 17.630565689110757 17.067348939837217 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 33.929838000331074 1.2442309356147447 1.6965609075666404 0.5632167492735398 0.7333841833001635 -2.0180049111987977 -1.4341252102196904 False 0.078525 Inputed -19.247348054212768 -18.10025160396012 """""" """""" """"""
-0.030985533029013787 0.5695254573774995 -17.032847965058465 16.373150962424496 5845.455634674361 308.0586695753337 53 11 11 72.87695599999279 35 True False 2020edi 199.057 -22.558369444444445 SLSN-II 0.16 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 199.057 -22.558369444444445 TNS 2020edi ZTF20aasuiks 2020edi SLSN-II 0.16 -0.06283251745042406 0.11661619805091661 -0.020275777938806527 0.023791901796109016 0.11661619805091661 0.215959665184414 53.967530362234406 53.967530362234406 18.909425637758382 18.909425637758382 58967.25092589995 58914.41876159981 16.202989839927625 16.202989839927625 16.273970919536424 0.9056032875815034 0.7193598493690705 0.12318632208359521 199.05702463 -22.55834388 0.00022780977463299212 17.521445260047912 18.41400641131401 17.886787148284913 0.51 """""" """""" """""" """""" 0 False True all False False 0 0.7193598493690705 0.12318632208359521 199.05702463 -22.55834388 0.00022780977463299212 17.521445260047912 18.41400641131401 17.886787148284913 0.51 False False 0.3 0.7 1.5 0.02 8 3 52.83216430013999 0.12318632208359521 0.7193598493690705 0.5272192630290959 0.17124436704611515 2.2110165713863843 1.612816228748489 False 0.16 Inputed -23.05543680113491 -23.12641788074371 """""" """""" """"""
-0.2520962298951844 0.405683651082711 -3.968898812454401 18.869700621711917 5904.208210961238 209.7614850540202 33 10 10 12.001111099962145 67 True True 2021jpk 219.7501125 12.669452777777778 SNIbn 0.038 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 219.7501125 12.669452777777778 TNS 2021jpk ZTF21aauvmck 2021jpk SNIbn 0.038 -0.1210794100458692 0.13819182538625796 -0.06115359260631337 0.0019518813057644024 0.13819182538625796 0.2886526493127768 5.616811045742312 5.616811045742312 6.384300054219833 6.384300054219833 59323.29690970015 59317.28991900012 18.503087219237663 18.503087219237663 18.66911414907615 0.7531578166836866 5.085344092989757 10.137936722967762 219.751817350323 12.67172515705855 0.00433278121124725 15.35441484547019 15.99908333010912 15.573735527865885 0.9949999999999999 """""" """""" """""" """""" 6 False True all False False 0 0.7 3.5530915039961153 219.74996677387 12.6704294532722 0.21874152136811675 24.15794301093459 22.108476086015703 22.968254225521086 0.3 False False 0.3 0.7 1.5 0.02 8 3 6.006990700028837 10.137936722967762 5.085344092989757 0.425347802243234 1.993559636789003 -2.504003889128544 -3.0953786212102656 False 0.038 Inputed -17.483256501817444 -17.64928343165593 """""" """""" """"""
-0.46931909791799353 0.2202654115929991 -2.619784471886078 18.392527851096375 6373.553508545607 279.85908565823803 34 18 18 26.93634260026738 60 True True 2021dps 120.22537916666664 -2.22735 SNIbn 0.057 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 120.22537916666664 -2.22735 TNS 2021dps ZTF21aamobbh 2021dps SNIbn 0.057 -0.22158001696058705 -0.04922139697595895 -0.18101420788300615 -0.13879879010903196 -0.04922139697595895 0.04755413745380821 4.6002229954104665 4.6002229954104665 22.336119604856915 22.336119604856915 59271.22923609987 59267.23288189992 17.73419200494885 17.73419200494885 17.898076318792413 1.0158573542723799 3.7404452219636983 5.787100157464179 120.2239022 -2.22798719 0.006341329890618974 16.956181145489214 17.572626228046417 17.19545010621548 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.7404452219636983 5.787100157464179 120.2239022 -2.22798719 0.006341329890618974 16.956181145489214 17.572626228046417 17.19545010621548 1.0 False False 0.3 0.7 1.5 0.02 8 3 3.9963541999459267 5.787100157464179 3.7404452219636983 0.3771761218309386 1.5471688031902273 -0.16156577690243168 -0.7026262125769343 False 0.057 Inputed -19.144539099158244 -19.308423413001808 """""" """""" """"""
-0.027982170215614395 0.6536032982313023 -19.759313284403454 16.42117687992241 6960.030008483122 130.7883646128746 54 22 22 69.85878470027819 42 True True 2019cbc 271.53821625 65.346362583333 SNII 0.02 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 271.53821625 65.346362583333 TNS 2019cbc ZTF19aamljom 2019cbc SNII 0.02 -0.1600065815062628 0.2679774914778861 -0.06575582327528195 0.03665137483921299 0.2679774914778861 0.5383064580439658 6.3384597220472845 6.3384597220472845 63.52032497823091 63.52032497823091 58568.42792819999 58557.52749999985 15.923690129810643 15.923690129810643 16.090848613588715 18.86848678410296 4.752861042552788 9.0033205065602 271.544130415494 65.3467732968754 0.005416929632213852 15.89228518768072 16.633375807552337 16.11126155373335 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.752861042552788 9.0033205065602 271.544130415494 65.3467732968754 0.005416929632213852 15.89228518768072 16.633375807552337 16.11126155373335 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.900428200140595 9.0033205065602 4.752861042552788 0.5221142538189874 1.8942949154104591 0.7096856777416942 0.02041294014463446 False 0.02 Inputed -18.658046154897377 -18.825204638675448 """""" """""" """"""
-0.10659073182949731 0.31645904961574656 -14.674707950698684 18.723523776143956 5876.395826127098 178.41125944255444 16 10 10 26.942268499638885 25 True False 2019zoq 48.22720416666667 -17.7133 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 48.22720416666667 -17.7133 TNS 2019zoq ZTF20aaewban 2019zoq SNIa 0.08 -0.034572951302795474 0.2989788652401373 0.0416059252327976 0.12245200180042559 0.2989788652401373 0.4967577482399719 -3.8805102646405114 -3.8805102646405114 30.8227787642794 30.8227787642794 58854.16799770016 58854.16799770016 18.558746384820594 18.68670291287255 18.558746384820594 3.3108450316292206 1.7604762272133754 1.8890883373812852 48.22665472 -17.7132624 0.0017086576831665257 17.4952014921546 18.20992629779577 17.788739754390715 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.7604762272133754 1.8890883373812852 48.22665472 -17.7132624 0.0017086576831665257 17.4952014921546 18.20992629779577 17.788739754390715 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 1.8890883373812852 1.7604762272133754 0.42118654340505657 1.0730552950274639 -0.4767766150767798 -0.7700066304298794 False 0.08 Inputed -19.231187637250784 -19.103231109198827 """""" """""" """"""
-0.10029212487004582 0.3761602768058515 -22.408718337050285 18.036230482573405 3774.9651800784313 269.55667828853393 13 13 13 38.97984950011596 50 True True 2020ric 50.95375 -14.41618888888889 SNIa 0.04201 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 50.95375 -14.41618888888889 TNS 2020ric ZTF20abxtiyh 2020ric SNIa 0.04201 0.7073912025212152 1.0375985789546114 0.7855956354793037 0.8666406853009576 1.0375985789546114 1.2209888213677296 -9.676591775212744 -9.676591775212744 48.6564412753287 48.6564412753287 59094.43938660016 59091.456180599984 17.990392126504492 18.730115997671223 17.990392126504492 3.137292628127249 4.426657139319785 1.9136204814283324 50.9532331901073 -14.416009947997349 0.000980808178862369 14.61010530101657 15.423863404240608 14.876080918264389 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 4.426657139319785 1.9136204814283324 50.9532331901073 -14.416009947997349 0.000980808178862369 14.61010530101657 15.423863404240608 14.876080918264389 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 2.9832060001790524 1.9136204814283324 4.426657139319785 0.547782485976219 0.4322947138667229 -3.3062525934306155 -3.114311208240103 False 0.04201 Inputed -18.381928494608 -17.64220462344127 """""" """""" """"""
-0.16997413558304575 0.24980803935158097 -7.6277602791951225 18.96263281758945 6120.350156946219 91.21905608074046 47 24 24 38.05856480030343 64 True True 2021tvo 246.56188749999998 56.70149444444445 SNIa 0.09338 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 246.56188749999998 56.70149444444445 TNS 2021tvo ZTF21abmspzt 2021tvo SNIa 0.09338 -0.08532011618549973 0.6177401449081295 0.0617354963590202 0.22684926734438804 0.6177401449081295 1.1019402523473545 10.55073954730339 10.55073954730339 27.50782525300004 27.50782525300004 59425.220891200006 59415.20282409992 18.446995628847986 18.446995628847986 18.534387215117277 0.6955846385929725 1.3918222612838174 0.17944593399178504 246.56197273470798 56.70151161887345 0.0003532993244266258 16.36597183219105 17.53643875716418 16.78350606633097 0.9850000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.3918222612838174 0.17944593399178504 246.56197273470798 56.70151161887345 0.0003532993244266258 16.36597183219105 17.53643875716418 16.78350606633097 0.9850000000000001 False False 0.3 0.7 1.5 0.02 8 3 10.018067100085318 0.17944593399178504 1.3918222612838174 0.7529326908332123 0.12892877128309763 -0.9105568716838057 -1.7508811487863092 False 0.09338 Inputed -19.59761197965201 -19.685003565921303 """""" """""" """"""
-0.1184459670782911 0.3609685711022698 -2.2550758731400156 18.524947584241424 4429.863121053346 103.7594505133109 23 23 23 38.9415740002878 55 True False 2020yzi 150.94463333333334 -15.909461111111112 SNII 0.027 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 150.94463333333334 -15.909461111111112 TNS 2020yzi ZTF20acpgokr 2020yzi SNII 0.027 0.29540811847062187 1.0754380235034446 0.4637322710498495 0.6489433841986525 1.0754380235034446 1.5870900754557873 16.375318041078124 16.375318041078124 22.566255959209677 22.566255959209677 59169.52598380018 59159.4983680998 18.31871629364739 18.583961063694655 18.31871629364739 0.6286400717928418 1.6881217240427298 0.1509921410132121 150.94459869 -15.90948659 0.004598565063634208 19.240810070025923 19.152046541428565 19.334912423586847 0.96 """""" """""" """""" """""" 0 False True all False False 0 1.6881217240427298 0.1509921410132121 150.94459869 -15.90948659 0.004598565063634208 19.240810070025923 19.152046541428565 19.334912423586847 0.96 False False 0.3 0.7 1.5 0.02 8 3 10.02761570038274 0.1509921410132121 1.6881217240427298 -0.18286588215828203 0.08944387058275317 0.5680854777339093 1.0161961299394555 False 0.027 Inputed -17.085673835540803 -16.82042906549354 """""" """""" """"""
-0.06773827321542805 0.24720434150470127 -7.6089555606364705 20.299463618307314 5994.521143200357 217.3334883052174 18 6 6 23.00961809977889 59 True True 2021amj 159.40249583333332 26.746119444444446 SNII 0.076 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 159.40249583333332 26.746119444444446 TNS 2021amj ZTF21aaejeub 2021amj SNII 0.076 -0.11996585170021135 0.12960570893388024 -0.062123251512737454 -0.0013204800230042224 0.12960570893388024 0.27372053255951556 15.056053764442105 15.056053764442105 7.953564335336786 7.953564335336786 59230.46995369997 59228.4364120001 19.947018173904098 19.947018173904098 20.083271334373553 4.243845292792686 1.044352195972331 1.347796537301684 159.4027162427535 26.74580097141275 0.002369952778391249 19.175452770797612 19.840101622515917 19.387320058333877 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.044352195972331 1.347796537301684 159.4027162427535 26.74580097141275 0.002369952778391249 19.175452770797612 19.840101622515917 19.387320058333877 0.99 False False 0.3 0.7 1.5 0.02 8 3 2.033541699871421 1.347796537301684 1.044352195972331 0.45278156418203963 1.2905574790761416 -0.10691655138818135 -0.6959512760396755 False 0.076 Inputed -17.593371950059144 -17.7296251105286 """""" """""" """"""
-0.07257283183530677 0.719096132879582 -4.26303184680354 17.27584161650624 5211.958467739476 257.38043710606814 58 45 45 73.87042819987983 47 True True 2019dde 217.0501675 -1.604164055555 SNIIn 0.057 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 217.0501675 -1.604164055555 TNS 2019dde ZTF19aaozsuh 2019dde SNIIn 0.057 0.03915608012080085 0.27500344384515074 0.09458594623207972 0.1523235370850422 0.27500344384515074 0.40777883040626506 16.257394422281546 16.257394422281546 57.613033777598275 57.613033777598275 58597.295300900005 58581.318726900034 17.2740611738615 17.2740611738615 17.28342037702253 0.8905439996951111 1.0188361178133287 2.6585463133467853 217.049805858189 -1.6048080104904598 0.008913517350548128 20.13812027360916 20.541843680610658 20.348975410635468 0.93125 """""" """""" """""" """""" 0 False True all False False 0 1.0188361178133287 2.6585463133467853 217.049805858189 -1.6048080104904598 0.008913517350548128 20.13812027360916 20.541843680610658 20.348975410635468 0.93125 False False 0.3 0.7 1.5 0.02 8 3 15.976573999971151 2.6585463133467853 1.0188361178133287 0.19286826997518958 2.609395433539081 3.267782506749157 3.065555033612938 False 0.057 Inputed -19.759195040928127 -19.768554244089156 """""" """""" """"""
-0.011410281211056209 0.31572565116542894 -8.339351663658617 19.440992709243574 4724.0827901475905 196.89509094795335 39 26 26 73.01641200017184 89 True True 2020zx 220.95745458333 41.228886916666 SNII 0.033 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 220.95745458333 41.228886916666 TNS 2020zx ZTF20aaflcny 2020zx SNII 0.033 0.22434588426108704 0.5829919222196409 0.3072665153267806 0.3945637422156416 0.5829919222196409 0.7911243125723786 101.69405356389277 101.69405356389277 -28.677641563720925 -28.677641563720925 58872.44796299981 58863.45340280002 19.275765494297 19.275765494297 19.316599937528128 0.7767171437203271 6.340617926431732 27.41259897783913 220.96698715 41.23145319 0.014651405244368698 15.007695308339596 20.02502822751999 20.13036133544445 0.55 """""" """""" """""" """""" 25 False True all False False 0 0.7 5.196920095259788 220.959171286109 41.2295326873407 0.31350502740410635 23.809181804976465 23.79103272114277 24.628398254020215 0.5 False False 0.3 0.7 1.5 0.02 8 3 8.994560199789703 27.41259897783913 6.340617926431732 -0.10533310792446215 4.323332409537873 0.749262733222988 0.8137613979163234 False 0.033 Inputed -16.52676887638535 -16.567603319616477 """""" """""" """"""
-0.13062278575150255 0.2663609785903217 -7.120035587066081 18.10898927653769 4209.141690162007 182.84501548059075 16 16 16 41.02428240003064 32 True True 2020yxv 165.89875 -1.393361111111111 SNIa 0.036258 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 165.89875 -1.393361111111111 TNS 2020yxv ZTF20acpgnsn 2020yxv SNIa 0.036258 0.41303742307155744 0.847837155896201 0.5131675745422939 0.6188471337809922 0.847837155896201 1.1021116657346468 8.994172751534956 8.994172751534956 32.03010964849569 32.03010964849569 59165.48350689979 59159.496956000105 17.703574226570463 18.08104792974061 17.703574226570463 3.524478705149274 4.466056280296084 6.308574320187104 165.898123022953 -1.39172465953494 0.0009899907336319291 14.126559679052828 14.98154982913971 14.425792250053883 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.466056280296084 6.308574320187104 165.898123022953 -1.39172465953494 0.0009899907336319291 14.126559679052828 14.98154982913971 14.425792250053883 1.0 False False 0.3 0.7 1.5 0.02 8 3 5.9865508996881545 6.308574320187104 4.466056280296084 0.5557575790858262 1.412560416674567 -3.0994981006009006 -3.2777819765165805 False 0.036258 Inputed -18.345976888145326 -17.96850318497518 """""" """""" """"""
-0.12458561969685363 0.3551776271626884 -13.295607190136447 19.053532991771682 5378.82449622858 123.3512098091037 37 22 22 43.94328700006008 72 True False 2020ppc 311.3210875 7.113286111111111 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 311.3210875 7.113286111111111 TNS 2020ppc ZTF20abmarcv 2020ppc SNIa 0.1 0.12528817053052066 0.696761736150254 0.2511472813580582 0.3878726435543207 0.696761736150254 1.0582047191656905 15.013358360753749 15.013358360753749 28.929928639306333 28.929928639306333 59063.336678199936 59043.3363541998 18.761826479016666 18.833018789250477 18.761826479016666 0.8235003710731525 0.7619379068140038 0.7594088859952974 311.32102518 7.11348779 0.0028510885843560096 20.415082341623307 20.809151553487776 20.709234432649613 0.16666666666666666 """""" """""" """""" """""" 0 False True all False False 0 0.7619379068140038 0.7594088859952974 311.32102518 7.11348779 0.0028510885843560096 20.415082341623307 20.809151553487776 20.709234432649613 0.16666666666666666 False False 0.3 0.7 1.5 0.02 8 3 20.00032400013879 0.7594088859952974 0.7619379068140038 0.09991712083816395 0.996680804569389 1.976132764237299 1.947407953632947 False 0.1 Inputed -19.521915619454262 -19.45072330922045 """""" """""" """"""
-0.0030472670833029164 0.576758125273506 -12.3372500169691 18.821615172158253 5233.322702805599 161.29131759298463 80 56 56 74.87516209995374 36 True True 2020rhg 9.706758333333333 3.403722222222222 SNII 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 9.706758333333333 3.403722222222222 TNS 2020rhg ZTF20abqferm 2020rhg SNII 0.03 0.11953652997216935 0.537909010909857 0.2144562113878905 0.3156199241826414 0.537909010909857 0.7890388010176039 176.30195807820522 176.30195807820522 -101.42679597825148 -101.42679597825148 59073.45658560004 59065.41601849999 18.736523384080353 18.749731078110056 18.736523384080353 1.5227131083098027 2.4354544552895265 3.305485885218012 9.70697631747265 3.40461425601732 0.0038808845032652917 17.556443563537 18.591634008226393 17.89366213833511 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.4354544552895265 3.305485885218012 9.70697631747265 3.40461425601732 0.0038808845032652917 17.556443563537 18.591634008226393 17.89366213833511 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.040567100048065 3.305485885218012 2.4354544552895265 0.6979718698912833 1.3572357627295708 -0.158097069883663 -0.8428612457452438 False 0.03 Inputed -16.898274069544975 -16.885066375515272 """""" """""" """"""
-0.10890091131738498 0.06376973296370474 -19.070109837165006 19.390215357172462 4520.5738385883105 129.1550348845654 115 72 72 74.84616890037432 65 True True 2021dqw 241.662225 16.235336111111113 SNII 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 241.662225 16.235336111111113 TNS 2021dqw ZTF21aamwvhr 2021dqw SNII 0.04 0.4807967021630546 1.148754723856861 0.6295446882352351 0.7899519524449659 1.148754723856861 1.563825457594909 33.101253725955516 33.101253725955516 41.74491517441881 41.74491517441881 59291.38248840021 59264.48618059978 18.697765653476058 19.093383107009295 18.697765653476058 1.092941519923412 1.6187378777256423 3.8071059707331725 241.66120612825 16.23493435016325 0.016388158030238742 19.89146145732522 20.073945938911436 19.91380217651963 0.9555555555555555 """""" """""" """""" """""" 0 False True all False False 0 1.6187378777256423 3.8071059707331725 241.66120612825 16.23493435016325 0.016388158030238742 19.89146145732522 20.073945938911436 19.91380217651963 0.9555555555555555 False False 0.3 0.7 1.5 0.02 8 3 26.896307800430804 3.8071059707331725 1.6187378777256423 0.1601437623918045 2.35189774893155 0.9805628319021409 1.2160365230435737 False 0.04 Inputed -17.56703923400536 -17.171421780472123 """""" """""" """"""
-0.07835337342270696 0.2117220613642814 -9.040340845331485 17.933671075407208 3560.3248259664656 88.05669352972699 18 18 18 27.985520899761468 47 True True 2021heh 119.94704166666665 25.355830555555556 SNIIb 0.026648 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 119.94704166666665 25.355830555555556 TNS 2021heh ZTF21aaqvsvw 2021heh SNIIb 0.026648 0.8752772554280348 2.1390241865809827 1.1429250212689013 1.4407564744588335 2.1390241865809827 2.996953066710823 28.739826314997458 28.739826314997458 -0.75430541523599 -0.75430541523599 59328.16399310017 59310.19766200008 17.74338751623721 18.377505644088384 17.74338751623721 0.9795943733623225 4.13349997284578 4.094362399566846 119.94698466433849 25.3569667113504 0.0005349648807765339 13.763804458193778 14.56926972957611 14.035180903230906 0.9549999999999998 """""" """""" """""" """""" 0 False True all False False 0 4.13349997284578 4.094362399566846 119.94698466433849 25.3569667113504 0.0005349648807765339 13.763804458193778 14.56926972957611 14.035180903230906 0.9549999999999998 False False 0.3 0.7 1.5 0.02 8 3 17.966331100091338 4.094362399566846 4.13349997284578 0.5340888263452044 0.9905316139987803 -3.8082359145122737 -3.708206613006304 False 0.026648 Inputed -17.632316039905152 -16.99819791205398 """""" """""" """"""
-0.1672612306377157 0.3428157487551478 -5.11874448241893 18.227047026524392 4844.151334167317 240.492056355351 13 11 11 26.11957179987803 64 True True 2018iko 119.14229208333 30.1766 SNIa 0.054 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 119.14229208333 30.1766 TNS 2018iko ZTF18acemhyb 2018iko SNIa 0.054 0.15262524565387636 0.4276276823513072 0.21706647238981702 0.2843195367479332 0.4276276823513072 0.5833158493998063 7.411887846293921 7.411887846293921 18.70768395358411 18.70768395358411 58435.505046300124 58429.37495370023 17.904473069070068 18.071176768785737 17.904473069070068 2.2146818478731434 2.305399585788334 3.309736495355333 119.14254128619001 30.1757062256513 0.0004300798249174953 14.755090736055374 15.88041231022358 15.079144259083272 0.9349999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.305399585788334 3.309736495355333 119.14254128619001 30.1757062256513 0.0004300798249174953 14.755090736055374 15.88041231022358 15.079144259083272 0.9349999999999999 False False 0.3 0.7 1.5 0.02 8 3 6.1300925998948514 3.309736495355333 2.305399585788334 0.8012680511403083 1.4356454801841068 -2.190764458562157 -2.8253288099867966 False 0.054 Inputed -19.01922195553671 -18.852518255821042 """""" """""" """"""
-0.14367243470446 0.46401545261776933 -6.158617618543753 18.884478690903386 5991.315849781902 191.344336328334 20 17 17 27.942858799826354 69 True True 2021cuy 258.5568083333333 22.326438888888887 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 258.5568083333333 22.326438888888887 TNS 2021cuy ZTF21aakvhtz 2021cuy SNIa 0.09 -0.12276876407999993 0.16390671810866309 -0.05700834211328143 0.012583087375226398 0.16390671810866309 0.33254599657332307 13.189609650760975 13.189609650760975 14.753249149065379 14.753249149065379 59266.508807899896 59252.50494210003 18.50933046400026 18.50933046400026 18.725717117411733 0.2500832623818967 2.50425162217597 3.094628862067801 258.55592887447597 22.3267165858862 0.006410259584455624 18.218180470364093 18.807207829790116 18.491066553967 0.9350000000000002 """""" """""" """""" """""" 0 False True all False False 0 2.50425162217597 3.094628862067801 258.55592887447597 22.3267165858862 0.006410259584455624 18.218180470364093 18.807207829790116 18.491066553967 0.9350000000000002 False False 0.3 0.7 1.5 0.02 8 3 14.003865799866617 3.094628862067801 2.50425162217597 0.31614127582311724 1.2357499680398913 0.297877365789855 -0.23465056344473467 False 0.09 Inputed -19.324667527767502 -19.541054181178975 """""" """""" """"""
-0.07366768705991658 0.26496277464849216 -6.808470300499575 18.322364283138015 5580.870654347892 227.47819748174814 15 7 7 13.01370370015502 59 True False 2019sgs 250.98094541666 7.5595248055555 SNII 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 250.98094541666 7.5595248055555 TNS 2019sgs ZTF19acduloz 2019sgs SNII 0.03 -0.035526126780947465 0.21917775485614044 0.023787200378485807 0.08594286807846174 0.21917775485614044 0.36500011545012256 21.212614713629375 21.212614713629375 -8.198911013474355 -8.198911013474355 58775.092106500175 58765.10017360002 18.058802752235724 18.06552918429167 18.058802752235724 3.4519958287369947 3.6132258161648196 4.926791217147533 250.98174706 7.560639 0.00782923214428155 17.440521988153456 18.34648036813736 17.851831815862656 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.6132258161648196 4.926791217147533 250.98174706 7.560639 0.00782923214428155 17.440521988153456 18.34648036813736 17.851831815862656 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.991932900156826 4.926791217147533 3.6132258161648196 0.49464855227470395 1.3635436775376995 0.2809511838456906 -0.20697093637306807 False 0.03 Inputed -17.575994701389604 -17.56926826933366 """""" """""" """"""
-0.1785499188486221 0.32292124216859885 -7.036663658523619 19.090770355411834 4550.1241387019745 178.60876586693576 24 10 10 23.936747699975967 51 True False 2021ttg 332.9376125 -18.129061111111113 SNIa 0.068 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 332.9376125 -18.129061111111113 TNS 2021ttg ZTF21abmwgow 2021ttg SNIa 0.068 0.280305943468548 0.6938828180834555 0.3752295667858263 0.4756367106235757 0.6938828180834555 0.9371448624532412 8.315186882754109 8.315186882754109 15.621560817221859 15.621560817221859 59423.419097200036 59414.39795139991 18.845042483370865 18.929587432959394 18.845042483370865 1.6125982854973986 3.333614121521041 21.197214769054707 332.93220573 -18.13193644 0.004860240937461513 14.3568697073102 15.503668365824222 14.770882187831402 0.96 """""" """""" """""" """""" 7 False True all False False 0 1.648013953675981 3.6894091053369227 332.93674141 -18.12966523 0.012510329046784396 19.56014262444973 23.290018633198738 22.28804583644867 0.925 False False 0.3 0.7 1.5 0.02 8 3 9.02114580012858 21.197214769054707 3.333614121521041 0.7327861779928195 6.358628802359096 -3.4259190671351725 -4.074160295539462 False 0.068 Inputed -18.586201518598184 -18.501656569009654 """""" """""" """"""
-0.14003367508159892 0.35372615309847893 -5.8879934440563915 18.963316592778767 4934.691154545952 186.20138895749702 66 31 31 35.92379629984498 47 True True 2021aoc 105.52305416666665 65.15461944444445 SNIa 0.092 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 105.52305416666665 65.15461944444445 TNS 2021aoc ZTF21aabvdjw 2021aoc SNIa 0.092 0.1402702846538162 0.5015046736802127 0.22332178772569833 0.311078287260127 0.5015046736802127 0.7132436684784373 13.498887620679502 13.498887620679502 22.424908679165476 22.424908679165476 59233.26817130018 59221.30259260023 18.666972798333475 18.75634148888091 18.666972798333475 0.5005555120374435 1.267881964123956 0.7412953466265456 105.5226845684495 65.1544842236714 0.00042096325894314113 16.739647737965583 17.579665406045912 17.08659333865166 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.267881964123956 0.7412953466265456 105.5226845684495 65.1544842236714 0.00042096325894314113 16.739647737965583 17.579665406045912 17.08659333865166 0.99 False False 0.3 0.7 1.5 0.02 8 3 11.965578699950129 0.7412953466265456 1.267881964123956 0.4930720673942517 0.5846722073523178 -1.176676082834998 -1.580379459681815 False 0.092 Inputed -19.432061804068898 -19.342693113521463 """""" """""" """"""
-0.12751632167406124 0.3425097241240077 -6.942523810713006 18.54332921898402 4844.098249971378 232.9652106925853 16 9 9 26.979780099820346 36 True False 2019dfl 155.82032124999 -13.87938238888 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 155.82032124999 -13.87938238888 TNS 2019dfl ZTF19aapdkza 2019dfl SNIa 0.08 0.16561548057964615 0.45276823332308425 0.23277320490431208 0.3029501144920559 0.45276823332308425 0.6159220902897928 12.47597799174281 12.47597799174281 14.503802108077535 14.503802108077535 58592.24666670011 58581.2306597 18.25356247154531 18.615539612600397 18.25356247154531 0.9775071272532209 1.2427024315362836 0.4197825289810141 155.82041611 -13.87931086 0.0005913591643412763 17.310756342244147 18.279655872297287 17.657947576284407 0.9199999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.2427024315362836 0.4197825289810141 155.82041611 -13.87931086 0.0005913591643412763 17.310756342244147 18.279655872297287 17.657947576284407 0.9199999999999999 False False 0.3 0.7 1.5 0.02 8 3 11.016007000114769 0.4197825289810141 1.2427024315362836 0.6217082960128799 0.3377981070352139 -0.3358837403031103 -0.5956148952609048 False 0.08 Inputed -19.536371550526066 -19.17439440947098 """""" """""" """"""
-0.14433667827898275 0.4030169087981628 -4.920389438385258 18.41902771761846 5719.624729214499 137.75707692565098 31 18 18 30.01487259985879 29 True True 2020zn 25.870429166666668 22.200891666666667 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 25.870429166666668 22.200891666666667 TNS 2020zn ZTF20aaezaxk 2020zn SNIa 0.07 -0.060010383337136375 0.3786331272886585 0.03747836372901148 0.14277815170539299 0.3786331272886585 0.6514530065582029 11.43537643039093 11.43537643039093 18.57949616946786 18.57949616946786 58871.15513890004 58861.095601900015 18.046601526372353 18.046601526372353 18.225258226872555 0.7309947359022374 2.1667823867048015 1.3602743075587687 25.8701527473261 22.20061368301175 0.0003206010715375296 14.95488603373289 16.029799537506104 15.33591960963726 0.97 """""" """""" """""" """""" 0 False True all False False 0 2.1667823867048015 1.3602743075587687 25.8701527473261 22.20061368301175 0.0003206010715375296 14.95488603373289 16.029799537506104 15.33591960963726 0.97 False False 0.3 0.7 1.5 0.02 8 3 10.059537000022829 1.3602743075587687 2.1667823867048015 0.6938799278688439 0.6277853816355994 -2.0168019888662485 -2.8893386172352944 False 0.07 Inputed -19.26990772471824 -19.448564425218443 """""" """""" """"""
-0.16576764201709804 0.32523437096394575 -7.741679816396436 19.174271224282897 5442.481817528213 155.6399784167341 40 19 19 33.91562500037253 55 True True 2021voy 262.3903375 24.887369444444445 SNIa 0.091 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 262.3903375 24.887369444444445 TNS 2021voy ZTF21abrssvd 2021voy SNIa 0.091 0.02511397842300056 0.43243152335393376 0.11703758377553797 0.21534750689565385 0.43243152335393376 0.6791517073081792 10.025166868906574 10.025166868906574 23.890458131465955 23.890458131465955 59447.22798610013 59436.236944399774 18.809972446589157 18.876848809573332 18.809972446589157 0.34130918348296085 3.6425886960985574 1.9246174683984614 262.3906720268635 24.887809587143 0.001390828971205127 15.554472345981598 16.586084071650504 15.92823787273407 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.6425886960985574 1.9246174683984614 262.3906720268635 24.887809587143 0.001390828971205127 15.554472345981598 16.586084071650504 15.92823787273407 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.991041700355709 1.9246174683984614 3.6425886960985574 0.6578461989164346 0.5283652997825004 -2.290764737922828 -2.8817345738550877 False 0.091 Inputed -19.264868885733456 -19.19799252274928 """""" """""" """"""
-0.16702721767897527 0.2876667149327563 -7.714780322969529 18.577610984879307 5246.323399519316 152.87844174354365 30 22 22 42.91609960002825 25 True False 2021dqa 152.48407916666667 -19.33823611111111 SNIa 0.065589 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 152.48407916666667 -19.33823611111111 TNS 2021dqa ZTF21aamjgfp 2021dqa SNIa 0.065589 0.07790683516503805 0.5098021456002151 0.1752989194349297 0.2795090763247643 0.5098021456002151 0.7718313979754683 9.70220597739128 9.70220597739128 33.21389362263697 33.21389362263697 59276.25230319984 59266.29489579983 18.26561852591302 18.26561852591302 18.28360492683416 0.8079910007319113 3.4416149227555266 7.247990387004863 152.48230988 -19.33936146 0.001893324973537891 15.216962955021858 22.450745462965966 19.699833950138093 1.0 """""" """""" """""" """""" 1 False True all False False 0 1.0368940713322596 1.6833949723598347 152.48456371 -19.33813802 0.0036367457136483594 19.550682356333734 20.5124811214447 16.234560071873666 0.8 False False 0.3 0.7 1.5 0.02 8 3 9.957407400012016 7.247990387004863 3.4416149227555266 2.750911512827873 2.10598528588485 4.185126937052946 1.4162290233039343 False 0.065589 Inputed -19.068066062900215 -19.086052463821353 """""" """""" """"""
-0.15768253389098402 0.35030813104872205 -5.1428378101608745 18.015245974060818 4585.769980774483 196.67177827836963 27 19 19 29.002731500193477 18 True False 2019ouf 69.084159166666 -13.90960730555 SNIa 0.03529 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 69.084159166666 -13.90960730555 TNS 2019ouf ZTF19abttstb 2019ouf SNIa 0.03529 0.24598620873412003 0.6099603827199616 0.33015245201180576 0.41875107308150206 0.6099603827199616 0.8211326554923417 12.514761485123426 12.514761485123426 16.48797001507005 16.48797001507005 58733.50462959986 58722.499270800035 17.68771479044326 17.996484659423405 17.68771479044326 0.5880148724787594 4.432280351028745 4.654881690481141 69.08531459 -13.90896384 0.0007430007039227471 13.980766954803467 15.591281764602662 14.505663679122925 0.99 """""" """""" """""" """""" 0 False True all False False 0 4.432280351028745 4.654881690481141 69.08531459 -13.90896384 0.0007430007039227471 13.980766954803467 15.591281764602662 14.505663679122925 0.99 False False 0.3 0.7 1.5 0.02 8 3 11.005358799826354 4.654881690481141 4.432280351028745 1.0856180854797373 1.0502227570962945 -2.405202894820743 -3.182051111320334 False 0.03529 Inputed -18.30256201541795 -17.993792146437805 """""" """""" """"""
-0.16749629808341904 0.17803086115176875 -8.58976805915966 18.62724951134495 5980.26905774337 83.06554694304887 60 44 44 55.867141199763864 132 True True 2021hei 143.05409166666664 26.415130555555553 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 143.05409166666664 26.415130555555553 TNS 2021hei ZTF21aaqizwm 2021hei SNIa 0.06 -0.029769564071006727 0.7956028090332907 0.14026917142174256 0.33300843647029765 0.7956028090332907 1.37874151587609 17.668745087786725 17.668745087786725 38.19839611197714 38.19839611197714 59308.26733799977 59292.312326400075 17.991222010283188 17.991222010283188 18.104569025579515 1.821027200037701 1.7399128407721554 2.2072998243860016 143.05469998329 26.41541185179525 0.003876459169309565 18.493592861158252 19.071272177689075 18.78719321687341 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.7399128407721554 2.2072998243860016 143.05469998329 26.41541185179525 0.003876459169309565 18.493592861158252 19.071272177689075 18.78719321687341 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.955011599697173 2.2072998243860016 1.7399128407721554 0.2840789608156662 1.268626664888814 1.0800501674058864 0.6826241912938933 False 0.06 Inputed -19.050931955618285 -19.164278970914612 """""" """""" """"""
-0.15743324514627555 0.34018432913432833 -7.378294068480855 18.24239226423446 5009.968136331385 233.1991236701238 37 15 15 38.02443279977888 42 True True 2020lba 169.80012499999998 31.029 SNIa 0.0466 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 169.80012499999998 31.029 TNS 2020lba ZTF20abbjwgc 2020lba SNIa 0.0466 0.11770841587929937 0.3954090361045317 0.1826238572717962 0.2504798608272516 0.3954090361045317 0.5533225541500784 14.462685530820243 14.462685530820243 23.561747268958634 23.561747268958634 59009.18565970007 58994.193726900034 17.902845127307202 18.03260249690705 17.902845127307202 1.9630408512620197 3.224463918798837 3.084405854547059 169.80014337034498 31.02814336522085 0.0013535458055323746 15.657293781482876 16.100108894140124 15.838491384211183 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.224463918798837 3.084405854547059 169.80014337034498 31.02814336522085 0.0013535458055323746 15.657293781482876 16.100108894140124 15.838491384211183 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.991932800039649 3.084405854547059 3.224463918798837 0.26161750992894106 0.9565639226306022 -1.9324936027669253 -2.064353743096019 False 0.0466 Inputed -18.69702505186076 -18.567267682260912 """""" """""" """"""
-0.11382676966684402 0.3516280691456077 -28.884060218960695 17.323801722536988 4509.3232429832 339.8873339978421 44 44 44 60.9707985999994 52 True True 2020nze 48.10641666666666 19.25288888888889 SNIa 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 48.10641666666666 19.25288888888889 TNS 2020nze ZTF20abjgfac 2020nze SNIa 0.03 0.3727959282276778 0.5901896191369147 0.4247879201903295 0.4783269750524326 0.5901896191369147 0.7086808749820932 -19.70185038548417 -19.70185038548417 80.67264898548356 80.67264898548356 59048.43384259986 59048.43384259986 17.68507332705146 17.784653790101494 17.68507332705146 1.978385682856348 5.59017957477428 26.8602890073297 48.109476137574 19.246009470895 0.003102151235215289 13.055463020944595 14.071732718868255 13.396713662610054 0.975 """""" """""" """""" """""" 7 True True all False False 0 1.8097248982895144 1.0033501144479697 48.1067059203384 19.2529446352261 0.0027290226330917156 18.274974401443004 19.346891920552252 18.696283516893388 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 26.8602890073297 5.59017957477428 0.6750190562582006 4.804906291121116 -3.7129210712332394 -4.288359664441405 False 0.03 Inputed -17.94972412657387 -17.850143663523834 """""" """""" """"""
-0.15158078887922843 0.63218613896709 -2.1578863774347705 17.632615167785993 5621.164166327103 220.18992324894458 55 30 30 25.0170716997236 39 True True 2021ctk 52.2005875 0.9187138888888888 SNIa 0.049405 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 52.2005875 0.9187138888888888 TNS 2021ctk ZTF21aajmkrd 2021ctk SNIa 0.049405 -0.07100320065347177 0.1854603919923079 -0.0114544821669611 0.05106713661442441 0.1854603919923079 0.333069154874714 12.908473829373175 12.908473829373175 12.108597870350426 12.108597870350426 59267.19420140004 59255.15310190013 17.40708325902899 17.40708325902899 17.52926743251837 0.6124361800121555 2.112705958808427 9.118988250744453 52.20311387748215 0.9189020694898604 0.0015545287520825068 14.94288393384695 16.347255659751895 15.326618899288178 0.97 """""" """""" """""" """""" 1 False True all False False 0 0.7 8.105249474019745 52.1986899265031 0.917501781928788 0.416573918842179 23.165870426168443 24.82494737569809 24.736553782720566 0.55 False False 0.3 0.7 1.5 0.02 8 3 12.04109949991107 9.118988250744453 2.112705958808427 1.0206367604637165 4.316260013716056 -1.0598275992770958 -2.2026485332301924 False 0.049405 Inputed -19.19897085991425 -19.32115503340363 """""" """""" """"""
-0.21809612887553564 0.13218306094071017 -3.4174918077053897 18.96293981318273 4919.149953545116 116.38949402208596 25 15 15 43.99150459980592 48 True True 2019hqh 247.51923791666 27.056030388888 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 247.51923791666 27.056030388888 TNS 2019hqh ZTF19aaziick 2019hqh SNIa 0.08 0.14161720315075854 0.7601235370290453 0.2768535336751228 0.42444349343707444 0.7601235370290453 1.1562835717438418 11.938128225251006 11.938128225251006 32.053376374554915 32.053376374554915 58653.29412040021 58647.216828700155 18.488076352150024 18.488076352150024 18.563305698346937 2.4059325683362682 0.8723944704675394 0.9603427083760937 247.518941496242 27.05606880832125 0.00023544540408482195 16.7185107499665 17.77004341083765 17.074279691792725 0.97 """""" """""" """""" """""" 0 False True all False False 0 0.8723944704675394 0.9603427083760937 247.518941496242 27.05606880832125 0.00023544540408482195 16.7185107499665 17.77004341083765 17.074279691792725 0.97 False False 0.3 0.7 1.5 0.02 8 3 6.077291700057685 0.9603427083760937 0.8723944704675394 0.6957637190449262 1.1008124660182916 -0.7180329413123729 -1.4890260065542122 False 0.08 Inputed -19.22662832372444 -19.301857669921354 """""" """""" """"""
-0.020387633646203655 0.2652370531741576 -6.525712668136427 18.9877575363539 5331.560880984805 133.99315714974966 68 41 41 74.80167829990387 50 True True 2020lam 254.09805416666666 26.81386388888889 SNII 0.033 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 254.09805416666666 26.81386388888889 TNS 2020lam ZTF20abbpkpa 2020lam SNII 0.033 0.052429764983422444 0.5458087326813974 0.16202233779284825 0.28043214318474696 0.5458087326813974 0.8531276346256256 64.57044246634905 64.57044246634905 10.231235833554813 10.231235833554813 59000.416261599865 58994.4150231001 18.538897953664375 18.538897953664375 18.79289454444045 1.3775092300257386 2.5022260109806744 3.761795522687857 254.0986106221605 26.81294450358715 0.002930669927714069 17.024078809239864 17.636459542970655 17.29426263425112 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.5022260109806744 3.761795522687857 254.0986106221605 26.81294450358715 0.002930669927714069 17.024078809239864 17.636459542970655 17.29426263425112 1.0 False False 0.3 0.7 1.5 0.02 8 3 6.001238499768078 3.761795522687857 2.5022260109806744 0.34219690871953645 1.5033795932820357 -0.9024384106937191 -1.4986319101893315 False 0.033 Inputed -17.05047426947303 -17.304470860249104 """""" """""" """"""
-0.14382696299980452 0.3030558968258477 -6.0927031341847435 19.143982178002762 5778.11644147313 80.7407699901023 102 54 54 42.013171300292015 48 True True 2021vcz 1.8247375 0.8382777777777778 SNIa 0.108 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 1.8247375 0.8382777777777778 TNS 2021vcz ZTF21abqpwpu 2021vcz SNIa 0.108 -0.02121650727031721 0.839798127875131 0.15524090000398516 0.3559092781149218 0.839798127875131 1.4533913467880986 14.223831399986278 14.223831399986278 27.789339900305738 27.789339900305738 59440.41936339997 59428.40334489988 18.724513086934977 18.724513086934977 18.825820979782407 0.6107195647389729 1.8350712641272273 4.430921743933248 1.82512327035849 0.839446584995485 0.003819656840177821 17.595658548082113 18.335967321519853 17.977422515782116 0.9949999999999999 """""" """""" """""" """""" 2 False True all False False 0 0.7346494103275182 3.343962103965597 1.823854748497525 0.837988413765457 0.03583040110603064 21.75922662395358 24.43571867875576 22.47764778793335 0.4333333333333333 False False 0.3 0.7 1.5 0.02 8 3 12.01601850008592 4.430921743933248 1.8350712641272273 0.3585448057377363 2.4145774774804862 -0.38854576541512387 -0.8483984640002902 False 0.108 Inputed -19.628612454698832 -19.729920347546262 """""" """""" """"""
-0.013663204203952502 0.26076507590125747 -5.902496759869294 18.796327590587435 5602.292230416436 124.54197799034512 116 60 60 73.91826379997656 58 True True 2020uao 17.198416666666667 27.045011111111112 SNII 0.038 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 17.198416666666667 27.045011111111112 TNS 2020uao ZTF20accrldu 2020uao SNII 0.038 -0.0174308625095847 0.4926310959602169 0.09466100624505813 0.21661121387096216 0.4926310959602169 0.8161564528972143 100.42953615198536 100.42953615198536 -26.511272352008802 -26.511272352008802 59122.2797801001 59114.32403940009 18.46218863420713 18.46218863420713 18.559565550140512 2.0252082352103926 5.163313404604838 24.863821080214397 17.19841552879455 27.03810449421875 0.009556210898494233 14.744549880247115 15.986511691741944 15.137750104489326 0.99 """""" """""" """""" """""" 13 True True all False False 0 0.7 0.8719872800424594 17.1986860116141 27.0449776190341 0.0143729931609059 22.63527337656975 23.90930730905533 22.72656859154701 0.5 False False 0.3 0.7 1.5 0.02 8 3 7.95574070001021 24.863821080214397 5.163313404604838 0.8487615872526177 4.81547780114217 -2.4756769424651868 -3.421815445651186 False 0.038 Inputed -17.592805100753083 -17.690182016686464 """""" """""" """"""
-0.0014824950927484714 0.7020672694642851 -19.058217416694248 16.555192471445288 4433.587017319098 578.0134603761546 253 40 40 64.9923032997176 43 True True 2020ywx 178.35923749999998 10.896508333333333 SNIIn 0.0217 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 178.35923749999998 10.896508333333333 TNS 2020ywx ZTF20acnvniw 2020ywx SNIIn 0.0217 0.3127931892622442 0.4332535285046326 0.34212756552033596 0.3719777997491036 0.4332535285046326 0.4966768334258198 223.6105767803757 223.6105767803757 -158.6182734806581 -158.6182734806581 59170.556759300176 59166.48980320012 16.434671266948875 16.890483381629497 16.434671266948875 2.032631539650038 4.157889095371287 3.9517445432127505 178.360346231237 10.89636832413385 0.003248554341947596 16.144672762552503 16.512476323846577 16.274729845751523 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.157889095371287 3.9517445432127505 178.360346231237 10.89636832413385 0.003248554341947596 16.144672762552503 16.512476323846577 16.274729845751523 1.0 False False 0.3 0.7 1.5 0.02 8 3 4.066956100054085 3.9517445432127505 4.157889095371287 0.23774647809505467 0.9504208632240759 -0.37800705778292 -0.15994142119735244 False 0.0217 Inputed -18.492307548559655 -18.036495433879033 """""" """""" """"""
-0.18242253505271266 0.1864878905886942 -10.265310221956529 18.61546029287402 6174.3590798744835 101.07132783787694 71 53 53 74.91113430028781 60 True True 2021mvl 248.18494583333333 30.061600000000002 SNIa 0.076 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 248.18494583333333 30.061600000000002 TNS 2021mvl ZTF21abbzqvv 2021mvl SNIa 0.076 -0.07368834149475845 0.5522076895306256 0.059566387131507526 0.20751171664153034 0.5522076895306256 0.9708901510793169 16.004559876373385 16.004559876373385 58.90657442391443 58.90657442391443 59369.36774310004 59352.3039119998 17.955800259794415 17.955800259794415 18.132884825992498 2.445703708019422 2.7880149296156427 5.5201555250255225 248.1838143388665 30.06042007832595 0.005024652369742477 17.14075979735911 17.76313582697749 17.417976663041117 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.7880149296156427 5.5201555250255225 248.1838143388665 30.06042007832595 0.005024652369742477 17.14075979735911 17.76313582697749 17.417976663041117 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 17.06383110024035 5.5201555250255225 2.7880149296156427 0.3451591639363727 1.9799590979186523 -0.19266443281692602 -0.7149081629513816 False 0.076 Inputed -19.543758458440198 -19.72084302463828 """""" """""" """"""
-0.1004332609369954 0.3822037314589336 -14.787900125072522 18.75996802132417 4974.554501914719 189.76934488804875 35 20 20 55.985763899981976 57 True True 2020edh 259.09983291666 40.808130999999 SNIIn 0.033 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 259.09983291666 40.808130999999 TNS 2020edh ZTF20aaswzdm 2020edh SNIIn 0.033 0.1989605094910729 0.5665624922560397 0.2836756757479577 0.37305145818676877 0.5665624922560397 0.7811463379981625 16.836852580470158 16.836852580470158 39.14891131951182 39.14891131951182 58936.513182899915 58914.46495370008 18.586194546643526 18.783355333765602 18.586194546643526 0.3450631615861746 3.927012995288752 3.262253646521411 259.09954625402804 40.807251178428956 0.0023168608051123973 15.90811118088007 16.60071721835613 16.125196401016712 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.927012995288752 3.262253646521411 259.09954625402804 40.807251178428956 0.0023168608051123973 15.90811118088007 16.60071721835613 16.125196401016712 1.0 False False 0.3 0.7 1.5 0.02 8 3 22.048229199834168 3.262253646521411 3.927012995288752 0.47552081733941876 0.8307213779111874 -2.182638115409471 -2.4609981456268137 False 0.033 Inputed -17.257174267269953 -17.060013480147877 """""" """""" """"""
-0.006264120355286276 0.30599291941191703 -14.348157513863383 18.127067538855094 4078.598120752411 294.9655171268224 130 83 83 68.92543980013579 51 True False 2020adqw 49.256208333333326 36.889 SNII 0.019 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 49.256208333333326 36.889 TNS 2020adqw ZTF20adadlqv 2020adqw SNII 0.019 0.4879771352028577 0.7571530126731147 0.5519628241029331 0.6181148575289157 0.7571530126731147 0.9055819840889328 229.6976999500855 229.6976999500855 -160.77226014994972 -160.77226014994972 59265.22262729984 59210.220601900015 17.972641348947583 18.05012813767196 17.972641348947583 0.6603550537897122 4.40128583501923 5.017135308840624 49.25751563 36.88807858 0.002593505277491359 15.595886261558533 15.862548143672942 15.674558105754851 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.40128583501923 5.017135308840624 49.25751563 36.88807858 0.002593505277491359 15.595886261558533 15.862548143672942 15.674558105754851 1.0 False False 0.3 0.7 1.5 0.02 8 3 55.00202539982274 5.017135308840624 4.40128583501923 0.187990037918091 1.1399248985197306 -2.187579993999016 -2.298083243192732 False 0.019 Inputed -16.664319411383232 -16.586832622658857 """""" """""" """"""
-0.024301413147931796 0.4285899855756683 -29.379436124022654 19.342002774931576 5079.898261572422 168.2440732315813 73 49 49 69.72851849999279 31 True True 2019toh 24.329020833333 15.55193888888 SLSN-II 0.165 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 24.329020833333 15.55193888888 TNS 2019toh ZTF19abucgpn 2019toh SLSN-II 0.165 0.3221811075392971 0.7754126672897108 0.4257106245045357 0.5355575492449383 0.7754126672897108 1.0443487739583688 68.16647232849695 68.16647232849695 1.5620461714958438 1.5620461714958438 58786.14265049994 58723.46115740016 19.176247933935937 19.34053921513051 19.176247933935937 0.354667353060636 0.8368661369441955 11.6174516261524 24.33004525698395 15.5550113453873 0.2720388231894634 21.53390911146879 25.34932178768158 22.037244941799642 0.525 """""" """""" """""" """""" 1 False True all False False 0 0.6336948470862857 11.022951256195118 24.33219909 15.55192382 0.5466022354945185 22.883178256511687 24.068374188733102 22.44690967347622 0.4833333333333334 False False 0.3 0.7 1.5 0.02 8 3 62.68149309977889 0.0 0.0 0.0 0.0 4.299460784869492 4.093752066064063 True 0.165 Inputed -20.221894845942103 -20.05760356474753 """""" """""" """"""
-0.14944099309590925 0.23487641801020126 -11.16847482145748 17.88526867929296 4461.108015276568 204.91785892197456 52 26 26 67.9223495000042 88 True True 2019tls 120.70799999999 15.8015 SNIb 0.016198 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 120.70799999999 15.8015 TNS 2019tls ZTF19ackjjwf 2019tls SNIb 0.016198 0.3387809293284505 0.7064899080900133 0.4241592650615438 0.5137929931944925 0.7064899080900133 0.9182800371695734 16.448714393467476 16.448714393467476 51.473635106536726 51.473635106536726 58803.42600690015 58785.50291670021 17.344074557412664 17.58950316381377 17.344074557412664 6.088578520665555 6.59030984808661 24.563565945099736 120.70675392861449 15.808217046886249 0.0028240423713827845 13.044210315771103 13.870249614458084 13.320357893362045 1.0 """""" """""" """""" """""" 20 False True all False False 0 0.7 5.181028068900763 120.70821145 15.80007528 0.1605838125991833 22.81 22.754092672634126 21.03781788184643 0.5 False False 0.3 0.7 1.5 0.02 8 3 17.923090199939907 24.563565945099736 6.59030984808661 0.5498917210960386 3.727224745317759 -3.7192535493556864 -4.023716664050619 False 0.016198 Inputed -16.94487114313581 -16.699442536734704 """""" """""" """"""
-0.009908737327617226 0.7875008705742028 -13.87006342797147 18.09960448193047 5270.800914587832 150.83806495852843 89 66 66 74.72475700033829 42 True False 2019vus 145.03270791666 72.06245 SNII 0.025 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 145.03270791666 72.06245 TNS 2019vus ZTF19acvrjzd 2019vus SNII 0.025 0.13193242769480662 0.58713163393897 0.2345379815775459 0.34435245244256407 0.58713163393897 0.863556492006893 10.239042999351227 10.239042999351227 64.48571400098706 64.48571400098706 58812.43087959988 58812.43087959988 17.838633524540416 17.838633524540416 18.223234813551404 2.916762874283123 1.9381305160154854 3.150979576415748 145.030687 72.06306541 0.00874864516040963 19.06147224892974 19.942905388355253 19.142487008297444 0.9625 """""" """""" """""" """""" 0 False True all False False 0 1.9381305160154854 3.150979576415748 145.030687 72.06306541 0.00874864516040963 19.06147224892974 19.942905388355253 19.142487008297444 0.9625 False False 0.3 0.7 1.5 0.02 8 3 0.0 3.150979576415748 1.9381305160154854 0.8004183800578097 1.6257829647580722 2.104271863814837 0.9192521947460399 False 0.025 Inputed -17.012949957356337 -17.397551246367325 """""" """""" """"""
-0.2019115368002517 0.20923686923342882 -8.300927967109832 18.00095512544788 5698.639001055333 129.44016043326573 52 34 34 72.82011580001563 46 True True 2021qgc 333.79639999999995 -3.658425 SNIa 0.059 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 333.79639999999995 -3.658425 TNS 2021qgc ZTF21abgzlyi 2021qgc SNIa 0.059 -0.017852927248554806 0.46957336503466607 0.08978551083832542 0.2065265562989822 0.46957336503466607 0.7761695236349766 12.40691790087941 12.40691790087941 60.41319789913622 60.41319789913622 59395.41865740018 59382.45820599981 17.413725540883128 17.413725540883128 17.61379699150445 5.319129231128206 4.371723424705172 4.936225502986579 333.79762451355555 -3.657803077263305 0.004071605498078723 16.214271048116686 16.700278653793333 16.386719953050616 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.371723424705172 4.936225502986579 333.79762451355555 -3.657803077263305 0.004071605498078723 16.214271048116686 16.700278653793333 16.386719953050616 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.960451400373131 4.936225502986579 4.371723424705172 0.31355870074271763 1.129125752807539 -0.7134468870897948 -1.2270770384538352 False 0.059 Inputed -19.50470785360861 -19.704779304229934 """""" """""" """"""
-0.18183112318673147 0.21756779366052656 -7.786788453768713 18.16579566541277 5653.055808698869 90.98500835244197 47 36 36 62.912951400037855 40 True False 2020rfm 14.066045833333332 -13.300708333333334 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 14.066045833333332 -13.300708333333334 TNS 2020rfm ZTF20abrnklh 2020rfm SNIa 0.06 0.022187755332701897 0.788132053398698 0.18293878942076347 0.3630189670112358 0.788132053398698 1.313377394208942 8.664122792391392 8.664122792391392 54.24882860764646 54.24882860764646 59081.46062499983 59073.397962999996 17.685159965540514 17.685159965540514 17.800213726494967 2.505518028528832 1.3502046569077086 0.5686813099056311 14.06600714 -13.30055492 0.0009053038798215729 17.632927768230438 18.6140060418725 17.977846166849137 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.3502046569077086 0.5686813099056311 14.06600714 -13.30055492 0.0009053038798215729 17.632927768230438 18.6140060418725 17.977846166849137 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 8.062661999836564 0.5686813099056311 1.3502046569077086 0.6361598750233632 0.42118156458447364 0.9288460763319861 0.17763244035417003 False 0.06 Inputed -19.355287254702834 -19.470341015657286 """""" """""" """"""
-0.16070529115125715 0.24316302737691314 -8.607799920483556 18.439793998673256 4342.287696866995 158.39262775857867 35 35 35 67.8977894000709 66 True True 2021qdx 349.78304166666663 31.101322222222223 SNIa 0.051 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 349.78304166666663 31.101322222222223 TNS 2021qdx ZTF21abflgpq 2021qdx SNIa 0.051 0.38521898544505717 0.8879602368588131 0.4994960224148741 0.621126795160535 0.8879602368588131 1.188988360713001 15.17169548479205 15.17169548479205 52.72609391527885 52.72609391527885 59390.39206020022 59375.41142359981 18.052293779270723 18.193744613460808 18.052293779270723 2.709862342578861 4.418135890175556 11.427821036651642 349.77960982688205 31.1025230258565 0.004210278385912036 15.301019503428936 15.954314094514848 15.577124611887932 1.0 """""" """""" """""" """""" 2 False True all False False 0 1.1982544858360185 9.808285499895614 349.7841155126855 31.1038869049754 0.03477778683887078 19.042958710460663 21.618450909023284 20.203267730083464 0.0 False False 0.3 0.7 1.5 0.02 8 3 14.980636600404978 11.427821036651642 4.418135890175556 0.37718948262691576 2.586570744024253 -2.2394305189459605 -2.4751691673827914 False 0.051 Inputed -18.745757021827743 -18.604306187637658 """""" """""" """"""
-0.10997730775984879 0.37856551766169033 -5.511722429006023 18.824151283908108 5936.975802912964 149.72411786904902 20 15 15 48.002152800094336 80 True True 2019zcd 36.974983333333334 0.7447722222222222 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 36.974983333333334 0.7447722222222222 TNS 2019zcd ZTF19adbmwto 2019zcd SNIa 0.1 -0.10584510215101872 0.2778823187726047 -0.01985624411381437 0.07253118240998546 0.2778823187726047 0.5131243764722058 7.363281756549751 7.363281756549751 40.63887104354458 40.63887104354458 58850.16847220017 58846.1258911998 18.356692124551394 18.356692124551394 18.452342740633288 2.024537591595841 0.6867205142904615 0.15838988683320546 36.9750147991418 0.744741467987199 0.003247517120667287 21.1347863469708 21.14269648836851 21.340138622088432 0.61 """""" """""" """""" """""" 0 False True all False False 0 0.6867205142904615 0.15838988683320546 36.9750147991418 0.744741467987199 0.003247517120667287 21.1347863469708 21.14269648836851 21.340138622088432 0.61 False False 0.3 0.7 1.5 0.02 8 3 4.042581000365317 0.15838988683320546 0.6867205142904615 -0.19744213371992103 0.23064679667660465 2.786004363817117 2.887795881455144 False 0.1 Inputed -19.83139935783764 -19.927049973919534 """""" """""" """"""
-0.047565709981723714 0.25019622123432395 4.587704513377135 17.79054046977043 4332.37532431078 297.555607582035 34 23 23 22.044536999892443 45 True False 2021mwh 239.17444583333332 68.37859999999999 SNIIn 0.03501 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 239.17444583333332 68.37859999999999 TNS 2021mwh ZTF18aawfrwl 2021mwh SNIIn 0.03501 0.2708151258958402 0.506637324715296 0.3268198446806281 0.3847578513210479 0.506637324715296 0.6368767471754211 55.68072384235632 55.68072384235632 -33.63618684246388 -33.63618684246388 59358.36872689985 59336.404039400164 17.811135208948965 18.188322109042783 17.811135208948965 2.8647257097354433 2.0117269601268872 0.5373048787765922 239.17416222 68.37870656 0.0001968472325472037 14.608717854940892 15.371322202944755 14.878594809043408 0.93 """""" """""" """""" """""" 0 False True all False False 0 2.0117269601268872 0.5373048787765922 239.17416222 68.37870656 0.0001968472325472037 14.608717854940892 15.371322202944755 14.878594809043408 0.93 False False 0.3 0.7 1.5 0.02 8 3 21.96468749968335 0.5373048787765922 2.0117269601268872 0.49272739390134745 0.26708638370224075 -2.8169999060980278 -2.932540399905557 False 0.03501 Inputed -18.161695132063386 -17.784508231969568 """""" """""" """"""
-0.11797058480187836 0.23759550771274418 -16.407806048344312 17.64933639482484 3811.045251300714 289.07325939953876 79 48 48 72.90518509969115 94 True True 2020acun 227.99079166666664 -2.981888888888889 SNII 0.021595 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 227.99079166666664 -2.981888888888889 TNS 2020acun ZTF20acxtgek 2020acun SNII 0.021595 0.6343706695474509 0.9304131017088615 0.70472034690426 0.7774657190786556 0.9304131017088615 1.0937755626846588 20.737952611705865 20.737952611705865 52.16723248798529 52.16723248798529 59223.516597200185 59198.5534144002 17.157447998440553 17.563492978211293 17.157447998440553 1.7202862620739745 6.022523298772642 20.220267922025702 227.99480907671148 -2.9779580092170903 0.0061225839869976095 14.510250966978074 15.237869665670395 14.663859530205727 0.9949999999999999 """""" """""" """""" """""" 18 False True all False False 0 0.7 2.648257028743876 227.99097327 -2.98260181 0.5245850552765111 26.248331890773773 23.987657826232912 24.269940184497834 0.1 False False 0.3 0.7 1.5 0.02 8 3 24.96318279998377 20.220267922025702 6.022523298772642 0.5740101354646683 3.3574412117503116 -2.3256233125408983 -2.493588468234826 False 0.021595 Inputed -17.758940530765493 -17.352895550994752 """""" """""" """"""
-0.08486335609493605 0.416669084795657 -9.474896040798473 18.878646734280725 5753.967753251644 66.84138441138492 36 23 23 38.93519670004025 43 True True 2020bby 147.29291666666663 11.139713888888888 SNIa 0.1375 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 147.29291666666663 11.139713888888888 TNS 2020bby ZTF20aaiaaoi 2020bby SNIa 0.1375 0.07636318956960864 1.2543690801956018 0.30894400050811655 0.5795704009129885 1.2543690801956018 2.1473532001116453 18.78162217196315 18.78162217196315 20.1535745280771 20.1535745280771 58891.23203699989 58873.29166670004 18.66235781078071 18.66235781078071 18.7329945181022 0.4504770610597729 0.6951937760431001 0.2541353701754496 147.29295242973 11.1397751435927 0.0017613756176921846 20.270517196612957 20.56773423150301 20.322307539982795 0.82 """""" """""" """""" """""" 0 False True all False False 0 0.6951937760431001 0.2541353701754496 147.29295242973 11.1397751435927 0.0017613756176921846 20.270517196612957 20.56773423150301 20.322307539982795 0.82 False False 0.3 0.7 1.5 0.02 8 3 17.940370299853384 0.2541353701754496 0.6951937760431001 0.24542669152021546 0.36556047958590177 1.9053764207223018 1.5893130218805958 False 0.1375 Inputed -20.25838573594369 -20.32902244326518 """""" """""" """"""
-0.025608450472511625 0.3898071262121929 -19.47109484712303 17.34391932628288 4766.145830322933 217.58253619251624 184 87 87 73.96886569960043 68 True True 2020ywo 178.49074999999996 22.662530555555556 SNII 0.0475 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 178.49074999999996 22.662530555555556 TNS 2020ywo ZTF20acpbboa 2020ywo SNII 0.0475 0.28642728196345857 0.6202860895903157 0.3642426990785701 0.44573502542663235 0.6202860895903157 0.8112123545892018 63.3260938625305 63.3260938625305 10.642771837069926 10.642771837069926 59203.50353009999 59157.49510420021 17.151978859080074 17.447356915658784 17.151978859080074 0.8751919779805221 2.236303942703859 1.8030163272601178 178.490207758585 22.66250903129605 0.0006735349352388065 15.774449002610446 16.722599526867867 16.111605177863837 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.236303942703859 1.8030163272601178 178.490207758585 22.66250903129605 0.0006735349352388065 15.774449002610446 16.722599526867867 16.111605177863837 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 46.00842589978129 1.8030163272601178 2.236303942703859 0.6109943490040308 0.806248333614319 -0.7247573887909162 -1.0403736812162379 False 0.0475 Inputed -19.48989393479519 -19.19451587821648 """""" """""" """"""
-0.19121947284481206 0.21762971110592916 -5.897245754288032 18.06195888429844 6241.475290933162 134.56392900264765 115 75 75 61.95891199959442 64 True False 2020aaly 50.50596666666666 38.05484444444444 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 50.50596666666666 38.05484444444444 TNS 2020aaly ZTF20acrufey 2020aaly SNIa 0.06 -0.15798010217939762 0.2567862339369782 -0.06631045153772774 0.03306163978189147 0.2567862339369782 0.517159803238556 15.070233374340656 15.070233374340656 46.88867862525377 46.88867862525377 59183.21460650023 59170.222048600204 17.356866600854094 17.356866600854094 17.544581163049067 1.7629696461935345 1.2051920596829042 1.6764187946969746 50.50629377 38.05445649 0.004422913314098609 19.559777001285553 20.071467013168334 19.6403929268837 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.2051920596829042 1.6764187946969746 50.50629377 38.05445649 0.004422913314098609 19.559777001285553 20.071467013168334 19.6403929268837 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 12.99255790002644 1.6764187946969746 1.2051920596829042 0.43107408628463517 1.3909972117954825 2.7146004123142404 2.0958117638346323 False 0.06 Inputed -19.610919818148734 -19.798634380343707 """""" """""" """"""
-0.002584208798221442 0.34663082923226907 -11.061105104770343 17.157272253320542 5347.54191619484 152.48616195166554 99 60 60 72.89194440003484 88 True True 2021txr 337.7095833333333 36.56338888888889 SNII 0.0264 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 337.7095833333333 36.56338888888889 TNS 2021txr ZTF21abnudtb 2021txr SNII 0.0264 0.0821793604958394 0.5166458896202606 0.18013319342649226 0.2849566967515784 0.5166458896202606 0.7803253960121239 406.9078680089398 406.9078680089398 -334.0159236089049 -334.0159236089049 59426.37218749989 59418.391354199965 17.052406875632315 17.052406875632315 17.07650917587804 3.4224793989479996 7.927755500576856 6.917890991463794 337.711968155571 36.56323527972505 0.0019654247825326987 13.822493062040806 14.7813425118351 14.150079288492204 0.9949999999999999 """""" """""" """""" """""" 6 True True all False False 0 4.463616718428299 1.244791356114671 337.70955454 36.56373389 0.0009076075480192181 14.5208435100317 15.15384048757553 14.669122578763961 1.0 False False 0.3 0.7 1.5 0.02 8 3 7.980833299923688 6.917890991463794 7.927755500576856 0.631263223342895 0.8726165925475905 -2.2710643637972154 -2.9264298873858365 False 0.0264 Inputed -18.278756353905756 -18.302858654151482 """""" """""" """"""
-0.14013402351691479 0.4058423832798056 -6.691905884418906 18.890085106619416 4279.322610138177 148.1078480024317 24 12 12 26.932916699908674 49 True True 2019mav 342.07133749999 -2.818676666666 SNIa 0.077 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 342.07133749999 -2.818676666666 TNS 2019mav ZTF19abipmfl 2019mav SNIa 0.077 0.39479317583104745 0.9400998365757935 0.5179389208577483 0.649559959147453 0.9400998365757935 1.2704857737643636 11.7238608241146 11.7238608241146 15.209055875794073 15.209055875794073 58702.380115699954 58690.39954859996 18.634724150953485 19.12065615704387 18.634724150953485 1.0217263875273266 1.014632344271633 0.16306171174196646 342.0712952359445 -2.8186602441285453 0.00043013877300146497 17.453967192854883 18.557915831797125 17.776952470130922 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.014632344271633 0.16306171174196646 342.0712952359445 -2.8186602441285453 0.00043013877300146497 17.453967192854883 18.557915831797125 17.776952470130922 0.99 False False 0.3 0.7 1.5 0.02 8 3 11.980567099992186 0.16306171174196646 1.014632344271633 0.7809633616662026 0.16071014556412788 -0.5627403252467467 -0.8577716808225624 False 0.077 Inputed -19.07078380197409 -18.584851795883704 """""" """""" """"""
-0.011900759052992604 0.5784557287988508 -29.03209664361657 18.183747027788748 5589.068546342388 167.2271508223032 135 84 84 73.87668980006129 69 True True 2021jsf 312.58931249999995 1.1415861111111112 SNII 0.0285 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 312.58931249999995 1.1415861111111112 TNS 2021jsf ZTF21aavhnpk 2021jsf SNII 0.0285 0.16677352024688474 0.5813491670864757 0.2612259956235441 0.36161798502819664 0.5813491670864757 0.8283851213306335 24.964461078369432 24.964461078369432 48.912228721691854 48.912228721691854 59325.44266200019 59317.44260419998 17.987840200573693 17.987840200573693 18.047260784680777 1.4382694511736942 2.1059473521213956 0.1703586608402767 312.589265517917 1.14159184849266 0.0008669902407122398 16.460961749515533 17.10762142808437 16.678622232317927 0.9349999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.1059473521213956 0.1703586608402767 312.589265517917 1.14159184849266 0.0008669902407122398 16.460961749515533 17.10762142808437 16.678622232317927 0.9349999999999999 False False 0.3 0.7 1.5 0.02 8 3 8.000057800207287 0.1703586608402767 2.1059473521213956 0.4289991957664441 0.08089407395140642 -0.8802187724893216 -1.3686385523628495 False 0.0285 Inputed -17.47534625609506 -17.534766840202145 """""" """""" """"""
-0.11117988527690373 0.30467484207512874 -6.711020464850596 18.44658814318005 5376.6648843224275 222.47342624722904 42 37 37 68.89715280011296 39 True True 2019cmz 221.71335916666 37.790080305555 SNIa 0.078 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 221.71335916666 37.790080305555 TNS 2019cmz ZTF19aansyyn 2019cmz SNIa 0.078 0.01491107161343308 0.2863340533809051 0.0780657167344927 0.1442820719941409 0.2863340533809051 0.44197082747544414 14.956570052032049 14.956570052032049 53.940582748080914 53.940582748080914 58583.36479170015 58572.38717589993 18.04525174749343 18.04525174749343 18.147393020127833 2.3347757518713856 1.943919563598551 9.972344827337547 221.71449025314 37.787458392524 0.013158321140738338 17.5957851995638 18.939550778229833 18.059474716187417 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.943919563598551 9.972344827337547 221.71449025314 37.787458392524 0.013158321140738338 17.5957851995638 18.939550778229833 18.059474716187417 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.97761580022052 9.972344827337547 1.943919563598551 0.8800760620424164 5.130019273470818 0.894299030736402 -0.08791830394041611 False 0.078 Inputed -19.58661211418334 -19.68875338681774 """""" """""" """"""
-0.19055707594607185 0.1520147393446718 -14.874935919827784 17.64062892855376 3770.94199893684 224.74768624265494 63 32 32 72.94098379975185 40 True False 2020rea 254.90758749999998 56.06902222222222 SNIa 0.028687 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 254.90758749999998 56.06902222222222 TNS 2020rea ZTF20abrffom 2020rea SNIa 0.028687 0.6747622223233023 1.0705152182400752 0.7674634356098373 0.8642234751147093 1.0705152182400752 1.2948941782028456 16.008893973187227 16.008893973187227 56.93208982656462 56.93208982656462 59093.19975689985 59072.20156250009 17.20468958088351 17.769502039568238 17.20468958088351 6.098587040541002 2.9116613487515615 1.8641310711484163 254.90821056 56.06863859 0.0013183453368366127 16.033895572555064 16.382329933810233 18.26767202371955 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.9116613487515615 1.8641310711484163 254.90821056 56.06863859 0.0013183453368366127 16.033895572555064 16.382329933810233 18.26767202371955 1.0 False False 0.3 0.7 1.5 0.02 8 3 20.998194399755448 1.8641310711484163 2.9116613487515615 -1.8853420899093152 0.6402293563252826 -1.3871721057580046 1.062982442836038 False 0.028687 Inputed -18.332219775473195 -17.767407316788468 """""" """""" """"""
-0.23449211395800038 0.18339408988246905 -6.883885378577606 18.0933272577235 5198.543154749687 120.08317680253082 76 53 53 63.9014121000655 44 True False 2020rsl 272.75579166666665 53.46608055555556 SNIa 0.046 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 272.75579166666665 53.46608055555556 TNS 2020rsl ZTF20abszyjg 2020rsl SNIa 0.046 0.10113482806532659 0.6812759440458649 0.2283951587812716 0.366997857625055 0.6812759440458649 1.0506823311441345 11.386365111679112 11.386365111679112 52.51504698838639 52.51504698838639 59088.25314809987 59077.216053199954 17.495360373176446 17.495360373176446 17.573935744087123 4.1285244838195 0.7 1.1347499981073366 272.755972 53.46637692 0.056430602083432646 24.23053404607773 24.047935382699965 22.354335740852356 0.65 """""" """""" """""" """""" 0 False True all False False 0 0.7 1.1347499981073366 272.755972 53.46637692 0.056430602083432646 24.23053404607773 24.047935382699965 22.354335740852356 0.65 False False 0.3 0.7 1.5 0.02 8 3 11.037094899918884 1.1347499981073366 0.7 1.6935996418476087 1.6210714258676238 6.552575009523519 4.780399996765233 False 0.046 Inputed -18.997483998982013 -19.07605936989269 """""" """""" """"""
-0.08281585442264106 0.4154900662291432 -14.927006023344074 19.17408821124024 6242.324146295978 199.74154635378721 33 16 16 17.021087999921292 29 True False 2021Y 57.103824999999986 -22.60193611111111 SNIa 0.113 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 57.103824999999986 -22.60193611111111 TNS 2021Y ZTF21aaaekuh 2021Y SNIa 0.113 -0.12092832624072258 0.15281548061091144 -0.05790512353282651 0.008631787005516145 0.15281548061091144 0.31280033825765585 4.778132000643643 4.778132000643643 12.24295599927765 12.24295599927765 59224.26873840019 59215.16901620012 18.75874909077128 18.75874909077128 18.91723682074153 0.31040294068302743 2.055047644969669 5.181085420653165 57.10242875 -22.60129603 0.003545230800473531 17.13076038876772 17.83968662433624 17.393246914887428 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.055047644969669 5.181085420653165 57.10242875 -22.60129603 0.003545230800473531 17.13076038876772 17.83968662433624 17.393246914887428 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.099722200073302 5.181085420653165 2.055047644969669 0.44643970944881417 2.5211509978055204 -0.9190624664350366 -1.5239899058541013 False 0.113 Inputed -19.637665794512404 -19.796153524482655 """""" """""" """"""
-0.38684934374500907 0.38591432817081267 -1.7662244069417379 18.132987502998994 5783.24790693275 133.45338001833397 29 9 9 10.049490799661726 101 True True 2020acct 146.23356249999998 31.09603611111111 SNIIn 0.035 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 146.23356249999998 31.09603611111111 TNS 2020acct ZTF20acwobku 2020acct SNIIn 0.035 -0.10254276609425972 0.33689472299564116 -0.005359913322685372 0.09994573491901093 0.33689472299564116 0.61250815321376 2.770205618581697 2.770205618581697 7.279285181080029 7.279285181080029 59195.498101899866 59193.42293980019 17.881639558784567 17.94245559351828 17.881639558784567 4.843241673578947 8.177960027589158 9.337750319758268 146.235725174746 31.0978522650529 0.0016608093008863012 13.376931354176403 14.275764951064586 13.855584790543318 0.9949999999999999 """""" """""" """""" """""" 4 False True all False False 0 0.7 2.983596630325186 146.234521604112 31.0961473098854 0.18545447286008732 24.302104554998873 21.865460697808267 23.055055324311258 0.125 False False 0.3 0.7 1.5 0.02 8 3 2.075162099674344 9.337750319758268 8.177960027589158 0.4201801605212676 1.1418190218901099 -3.666690642453693 -4.026054768241249 False 0.035 Inputed -18.0905651365758 -18.02974910184209 """""" """""" """"""
-0.012831157532342543 0.36592246756101965 -24.155744243783598 18.70790632003077 4334.149400083299 254.7056029512777 35 21 21 71.73723379988223 75 True False 2019qft 305.22629499999 -10.42703824999 SNIIP 0.033 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 305.22629499999 -10.42703824999 TNS 2019qft ZTF19abzgdfu 2019qft SNIIP 0.033 0.46111581757841336 0.7717288827776372 0.5343514053462002 0.6104715708985502 0.7717288827776372 0.9456506565914395 58.95442862501683 58.95442862501683 12.782805174865402 12.782805174865402 58745.11372689996 58740.35453699995 18.50156632721822 19.037785901888146 18.50156632721822 0.766231207914994 4.179241316271603 2.09307964834672 305.22583424 -10.42667398 0.0011205785159923431 14.916960686659813 15.557998158836364 15.08911036849022 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.179241316271603 2.09307964834672 305.22583424 -10.42667398 0.0011205785159923431 14.916960686659813 15.557998158836364 15.08911036849022 1.0 False False 0.3 0.7 1.5 0.02 8 3 4.759189900010824 2.09307964834672 4.179241316271603 0.4688877903461446 0.5008276598428166 -3.479787743051782 -3.4124559587280014 False 0.033 Inputed -17.341802486695258 -16.805582912025333 """""" """""" """"""
-0.1942104397298785 0.2365922990524336 -7.905046020207141 18.15100009502905 5299.193546685148 176.18526656530304 54 42 42 72.79466440016404 60 True True 2021clz 214.64916666666664 52.1011 SNIa 0.039 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 214.64916666666664 52.1011 TNS 2021clz ZTF21aahfjlo 2021clz SNIa 0.039 0.0556172799559036 0.41779214382253826 0.13837677888024302 0.22617491466511197 0.41779214382253826 0.632386473903864 13.502350004284793 13.502350004284793 59.292314395879245 59.292314395879245 59266.49809029978 59252.512627299875 17.689749835228135 17.689749835228135 17.69160716212765 3.4605518852674026 0.6553279249195277 0.19615098921263407 214.64911062578352 52.101057765688196 0.0023346606511100987 20.81125384535074 21.394315493627786 20.88274736085832 0.5777777777777778 """""" """""" """""" """""" 0 False True all False False 0 0.6553279249195277 0.19615098921263407 214.64911062578352 52.101057765688196 0.0023346606511100987 20.81125384535074 21.394315493627786 20.88274736085832 0.5777777777777778 False False 0.3 0.7 1.5 0.02 8 3 13.985462999902666 0.19615098921263407 0.6553279249195277 0.5115681327694652 0.29931730627337577 3.704565658399652 3.191140198730672 False 0.039 Inputed -18.5176953239403 -18.519552650839813 """""" """""" """"""
-0.06349504981823598 0.18159037197347033 -6.434725244821985 17.69464252148678 5061.352050499601 170.9951049317751 123 45 45 74.99310189997777 21 True False 2019ffn 296.92467791666 74.998337388888 SNII 0.026 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 296.92467791666 74.998337388888 TNS 2019ffn ZTF19aauxxgk 2019ffn SNII 0.026 0.11148644107689876 0.5010738444112732 0.20035170635627608 0.2947343462970622 0.5010738444112732 0.7326838804807565 31.531282969902534 31.531282969902534 43.46181893007524 43.46181893007524 58628.44625000004 58617.348506900016 17.090636761042983 17.090636761042983 17.266286956600663 6.992019761889227 4.618923847467272 2.519057696710153 296.92233908 74.99868829 0.0029895032734928995 15.931932315802573 16.401951827907563 16.10674889073372 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.618923847467272 2.519057696710153 296.92233908 74.99868829 0.0029895032734928995 15.931932315802573 16.401951827907563 16.10674889073372 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.097743100021034 2.519057696710153 4.618923847467272 0.29520293717384405 0.545377620393427 -0.6886849331354199 -1.1595380658669434 False 0.026 Inputed -18.05560846960667 -18.23125866516435 """""" """""" """"""
-0.12128665851744713 0.2627963255876491 -6.2729266900562894 19.06795982495861 5034.72300558774 197.75355547190637 21 6 6 11.973055599723011 43 True False 2018efd 274.99858874999 51.796472944444 SNIIb 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 274.99858874999 51.796472944444 TNS 2018efd ZTF18abgrbjb 2018efd SNIIb 0.03 0.11055093716048603 0.4416848715658226 0.18702385516806075 0.2675949740403034 0.4416848715658226 0.6341983759104544 16.718455167367576 16.718455167367576 -4.745399567644565 -4.745399567644565 58326.32035879977 58314.34730320005 18.828462810937737 19.03184553673549 18.828462810937737 1.7867441137630735 1.0108157200310435 0.9862815786610462 274.99854511 51.79620031 0.0045288268444338975 20.29218824979067 20.987835984277726 20.45661380981207 0.8 """""" """""" """""" """""" 0 False True all False False 0 1.0108157200310435 0.9862815786610462 274.99854511 51.79620031 0.0045288268444338975 20.29218824979067 20.987835984277726 20.45661380981207 0.8 False False 0.3 0.7 1.5 0.02 8 3 11.973055599723011 0.9862815786610462 1.0108157200310435 0.5312221744656576 0.9757283737442827 1.9559904475422378 1.6281509988743323 False 0.03 Inputed -16.80633464268759 -16.60295191688984 """""" """""" """"""
-0.1433598321063026 0.21754417389208716 -8.659407115639295 17.309273861768514 4962.734569640962 93.41271570186984 39 26 26 74.91733799967915 26 True True 2018khw 202.38018583333 61.436563888888 SNIa 0.03128 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 202.38018583333 61.436563888888 TNS 2018khw ZTF18acwwonp 2018khw SNIa 0.03128 0.22603728902130626 1.0756288184701113 0.4061276662564737 0.6065477831531609 1.0756288184701113 1.6498403367056866 20.046031027506306 20.046031027506306 54.871306972172846 54.871306972172846 58486.51410879986 58468.44870370021 16.937207871244617 16.994876770160527 16.937207871244617 9.29687342073563 4.0264478098864895 11.024554288489123 202.3794064206845 61.433524274167 0.010265299456578725 16.626568545083103 17.189620475029947 16.809854302004574 0.9899999999999999 """""" """""" """""" """""" 0 False True all False False 0 4.0264478098864895 11.024554288489123 202.3794064206845 61.433524274167 0.010265299456578725 16.626568545083103 17.189620475029947 16.809854302004574 0.9899999999999999 False False 0.3 0.7 1.5 0.02 8 3 18.065405099652708 11.024554288489123 4.0264478098864895 0.37976617302537363 2.738034816052892 0.1947437048694205 -0.12735356924004293 False 0.03128 Inputed -18.78900453874677 -18.73133563983086 """""" """""" """"""
-0.13585998746961278 0.2726635729845376 -8.6788479218341 18.055983971367937 5870.406580672467 207.0381514301588 16 10 10 73.78909720014781 52 True False 2019ur 193.75912499999 -10.57225 SNIa 0.055 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 193.75912499999 -10.57225 TNS 2019ur ZTF19aadgftj 2019ur SNIa 0.055 -0.08532739482829399 0.185884723321724 -0.022664493507008387 0.04333895732142423 0.185884723321724 0.34338217821856887 17.844601652151244 17.844601652151244 55.94449554799657 55.94449554799657 58511.480185199995 58494.521851900034 17.55850067947813 17.55850067947813 17.88602550171994 3.6562904169703354 3.2576526594685227 5.810905050600379 193.75844265 -10.57371817 0.001610861216581272 15.36043266285658 16.03168720662594 15.61730260400772 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.2576526594685227 5.810905050600379 193.75844265 -10.57371817 0.001610861216581272 15.36043266285658 16.03168720662594 15.61730260400772 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.95833329996094 5.810905050600379 3.2576526594685227 0.4143846026182185 1.7837706035696306 -1.52681347285219 -2.268722897712218 False 0.055 Inputed -19.07802040496498 -19.40554522720679 """""" """""" """"""
-0.1547892385764806 0.31306794093457696 -2.625046158788156 19.085698523647224 5827.380688671261 140.6499528823306 90 47 47 43.925393499899656 93 True False 2020utn 95.8627 50.87699444444444 SNIa 0.095 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 95.8627 50.87699444444444 TNS 2020utn ZTF20acgokbj 2020utn SNIa 0.095 -0.105244907287112 0.3073012130702786 -0.013444170750947393 0.08563488033395927 0.3073012130702786 0.5633074883807225 12.833542609453517 12.833542609453517 31.09185089044614 31.09185089044614 59129.444918999914 59121.48901619995 18.6538703394127 18.6538703394127 18.768353780375467 0.42715967189005355 1.1252908257071579 0.06569187930261527 95.86267281 50.87700066 0.0022624254498937457 19.37480718932152 20.359911055088045 19.883711607027053 0.030000000000000006 """""" """""" """""" """""" 0 False True all False False 0 1.1252908257071579 0.06569187930261527 95.86267281 50.87700066 0.0022624254498937457 19.37480718932152 20.359911055088045 19.883711607027053 0.030000000000000006 False False 0.3 0.7 1.5 0.02 8 3 7.955902799963951 0.06569187930261527 1.1252908257071579 0.4761994480609921 0.05837769028404993 1.7060407156753463 1.1153578266515858 False 0.095 Inputed -19.401735952769794 -19.516219393732563 """""" """""" """"""
-0.019412710982453556 0.25965571852778907 -3.7559613861979084 18.49189763420291 4723.377742414509 101.63396489570036 101 64 64 50.95745369978249 51 True True 2020aazt 351.4465125 14.044544444444444 SNII 0.0315 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 351.4465125 14.044544444444444 TNS 2020aazt ZTF20actpavu 2020aazt SNII 0.0315 0.2160184099070257 0.9783367746718916 0.3797569187701697 0.5604706066921175 0.9783367746718916 1.4820731751142517 84.7425040855255 84.7425040855255 -33.785050385743006 -33.785050385743006 59197.19293980021 59178.154050900135 18.29021315229464 18.415905675961472 18.29021315229464 0.5294028362981498 2.319002777564676 5.933891201050081 351.447488173711 14.04589390010415 0.008720177367893323 17.97652360665083 18.455554678840635 18.2039342892313 0.9349999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.319002777564676 5.933891201050081 351.447488173711 14.04589390010415 0.008720177367893323 17.97652360665083 18.455554678840635 18.2039342892313 0.9349999999999999 False False 0.3 0.7 1.5 0.02 8 3 19.038888900075108 5.933891201050081 2.319002777564676 0.25162038960933586 2.5588115971476393 0.03964900287916251 -0.08627886306334176 False 0.0315 Inputed -17.451336251696926 -17.325643728030094 """""" """""" """"""
-0.20796491758294341 0.2425959244703632 -7.0864543148812995 16.383713370427355 5304.192467038924 188.42984227517852 94 51 51 73.90894680004567 107 True True 2021qqn 271.3079583333333 46.881930555555556 SNIa 0.023486 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 271.3079583333333 46.881930555555556 TNS 2021qqn ZTF21abhtafw 2021qqn SNIa 0.023486 0.0440606812919917 0.37725363642259424 0.12062850074546816 0.20156127413710934 0.37725363642259424 0.5726798991381088 12.666909247653935 12.666909247653935 61.242037552391736 61.242037552391736 59399.29118059995 59386.34837959986 15.86340979356208 15.86340979356208 15.979249036335668 21.39061555904125 8.852887538443055 1.4247558408667236 271.308286380644 46.8816044348958 0.0013208409259017895 13.229346357094048 15.411302732357978 13.555787715992928 0.99 """""" """""" """""" """""" 0 False True all False False 0 8.852887538443055 1.4247558408667236 271.308286380644 46.8816044348958 0.0013208409259017895 13.229346357094048 15.411302732357978 13.555787715992928 0.99 False False 0.3 0.7 1.5 0.02 8 3 12.942801000084728 1.4247558408667236 8.852887538443055 1.8555150163650502 0.1609368507935766 -0.45210706120410293 -2.4234613203427404 False 0.023486 Inputed -19.120454870471328 -19.236294113244913 """""" """""" """"""
-0.15980463060094552 0.25960726721592126 -17.659271311239046 18.01010702505655 4876.622355975807 137.85264368447287 18 18 18 37.99826380005106 36 True False 2021N 240.49194166666663 65.89950555555556 SNIa 0.051 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 240.49194166666663 65.89950555555556 TNS 2021N ZTF20aczgvcg 2021N SNIa 0.051 0.31260280391503414 0.8775133131979302 0.43907397835995354 0.5750101513628358 0.8775133131979302 1.225006092812663 -9.220308713129933 -9.220308713129933 47.218572513180995 47.218572513180995 59215.51653939998 59215.51653939998 17.9926495510083 17.9926495510083 18.020060782794587 2.7392422488992825 1.7327670130740747 7.0232838384454 240.49637973 65.89878321 0.001166868737581761 15.221626322454213 16.192336299312114 15.578515769124031 0.95 """""" """""" """""" """""" 1 False True all False False 0 1.0386850641177852 4.267146050487768 240.49266539 65.89835767 0.010929226423630145 19.490629548555614 19.843842140567304 19.583620068109035 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 7.0232838384454 1.7327670130740747 0.6138205301880824 4.053218802905016 -1.8003132516961848 -2.441545013670556 False 0.051 Inputed -18.77799001830388 -18.805401250090167 """""" """""" """"""
-0.1827064380075678 0.24880139590642047 -5.74656659259439 18.500927159254136 6321.670909912515 117.38877751531619 62 43 43 50.93587970035151 44 True True 2021vts 244.60325 38.13335 SNIa 0.072 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 244.60325 38.13335 TNS 2021vts ZTF21absbujl 2021vts SNIa 0.072 -0.16698400405294933 0.31608212361952326 -0.06214913964343438 0.05283351465321573 0.31608212361952326 0.628849776808341 13.847068403811257 13.847068403811257 37.08881129654025 37.08881129654025 59448.18315970013 59436.20337959984 17.88933091109343 17.88933091109343 18.115944546001373 1.1014542410239896 1.5754876649764014 2.8257096269121806 244.602334075311 38.13366154588505 0.008720623826527496 19.493493214434682 19.997074304753543 19.69511653956175 0.9799999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.5754876649764014 2.8257096269121806 244.602334075311 38.13366154588505 0.008720623826527496 19.493493214434682 19.997074304753543 19.69511653956175 0.9799999999999999 False False 0.3 0.7 1.5 0.02 8 3 11.979780100286007 2.8257096269121806 1.5754876649764014 0.3019577651917942 1.79354601735616 2.1077433936601118 1.5791719935603759 False 0.072 Inputed -19.441365093446887 -19.66797872835483 """""" """""" """"""
-0.1695282023272719 0.19039178305058135 -8.481283297263026 18.431424714943667 6125.741634018194 82.78178198340005 60 29 29 58.93606479978189 50 True True 2020uvf 18.511354166666663 14.381122222222222 SNIa 0.05951 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 18.511354166666663 14.381122222222222 TNS 2020uvf ZTF20acgpqqr 2020uvf SNIa 0.05951 -0.062410853869543814 0.7458531286534651 0.10377885441909385 0.29239673795175847 0.7458531286534651 1.3184465913956451 11.369369048576054 11.369369048576054 47.566695751205835 47.566695751205835 59136.344421300106 59126.27781250002 17.81952640666347 17.81952640666347 17.979429979825817 1.33534135492936 3.755761446101383 9.420302120803084 18.511103387460352 14.37851677171985 0.008101039117082931 16.6424952961421 17.230060002074243 16.933651495366096 0.9899999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.755761446101383 9.420302120803084 18.511103387460352 14.37851677171985 0.008101039117082931 16.6424952961421 17.230060002074243 16.933651495366096 0.9899999999999999 False False 0.3 0.7 1.5 0.02 8 3 10.066608800087124 9.420302120803084 3.755761446101383 0.296408506708147 2.5082269616941995 -0.5894664045892277 -1.0457784844597207 False 0.05951 Inputed -19.15801968546827 -19.317923258630614 """""" """""" """"""
-0.27188373207855293 0.1803717818398122 -4.267988066143763 17.697497344633323 4723.644206264524 149.98107708130627 26 25 25 57.94380779983476 41 True True 2021tol 19.502499999999998 -1.5793805555555556 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 19.502499999999998 -1.5793805555555556 TNS 2021tol ZTF21abmdhes 2021tol SNIa 0.04 0.2025420477124129 0.6823531809670342 0.3107579637380127 0.426529477973439 0.6823531809670342 0.9735087451305589 9.019383729296774 9.019383729296774 48.92442407053798 48.92442407053798 59417.42193289986 59410.43407410011 17.13227296757471 17.13227296757471 17.583435884806875 6.304585678976523 2.114684754125774 42.20494250066585 19.511790651667 -1.572225714614485 0.013137924288220804 13.96942125126481 15.167410698373317 14.390865980215073 0.865 """""" """""" """""" """""" 19 False True all False False 0 0.7 2.6577335887494984 19.50258083 -1.58011438 0.08212977843831981 23.397513787174226 26.564519755887986 22.237305673003195 0.5 False False 0.3 0.7 1.5 0.02 8 3 6.987858799751848 42.20494250066585 2.114684754125774 0.7765447181582434 19.9580303486482 -1.9648622692013937 -3.1925699045918012 False 0.04 Inputed -18.681369002674543 -19.132531919906707 """""" """""" """"""
-0.18302470223406803 0.16368853441013897 -12.275916087649822 18.178623517954232 4737.125821642333 151.43891687144156 46 35 35 74.82940969988704 56 True True 2019fdf 249.45108291666 25.789469 SNIa 0.049 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 249.45108291666 25.789469 TNS 2019fdf ZTF19aaumvig 2019fdf SNIa 0.049 0.2825958839921192 0.7811485046801891 0.3952808702032087 0.5156614073810175 0.7811485046801891 1.082613612402568 13.56573700374698 13.56573700374698 61.263672696140056 61.263672696140056 58632.33234950015 58616.378923600074 17.67868233072113 17.79313497222459 17.67868233072113 3.9159333133406338 2.1156961952698077 1.1993620399411378 249.451199069359 25.78978531514535 0.007127629713092887 19.125909175361393 19.534853288064003 19.233051289726497 0.975 """""" """""" """""" """""" 0 False True all False False 0 2.1156961952698077 1.1993620399411378 249.451199069359 25.78978531514535 0.007127629713092887 19.125909175361393 19.534853288064003 19.233051289726497 0.975 False False 0.3 0.7 1.5 0.02 8 3 15.95342590007931 1.1993620399411378 2.1156961952698077 0.3018019983375062 0.5668876479631741 1.7417183158394138 1.554368959005366 False 0.049 Inputed -19.031474092257188 -18.91702145075373 """""" """""" """"""
-0.2176937300411842 0.5439816364760182 -4.103017846001499 18.228983295242728 6681.9486707794895 225.38858367682565 51 21 21 21.034861099906266 32 True True 2021mmq 167.3916458333333 -1.5676694444444443 Varstar 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 167.3916458333333 -1.5676694444444443 TNS 2021mmq ZTF21abbuxzr 2021mmq Varstar 0.0 -0.2634011614882965 -0.054249280581771586 -0.21492810775871618 -0.16397440429556198 -0.054249280581771586 0.06654047626453163 7.755698931617873 7.755698931617873 13.279162168288392 13.279162168288392 59359.254120400175 59350.1921759001 17.730313129688017 17.730313129688017 18.176737455807014 2.214345162322192 0.8964395079934214 0.12757619496222955 167.39163587887202 -1.5677034565422598 0.01741230272401062 22.663482783453464 22.964662194824218 22.507376384016275 0.08333333333333333 """""" """""" """""" """""" 0 False True all False False 0 0.8964395079934214 0.12757619496222955 167.39163587887202 -1.5677034565422598 0.01741230272401062 22.663482783453464 22.964662194824218 22.507376384016275 0.08333333333333333 False False 0.3 0.7 1.5 0.02 8 3 9.061944500077516 0.12757619496222955 0.8964395079934214 0.4572858108079423 0.14231433780489489 5.2343490651362 4.330638928209261 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.03676852675780017 0.40049126760917664 -20.261432450895715 18.297810987618767 5687.104241184876 361.12331173569027 101 42 42 74.05252319993451 57 True True 2019hge 336.088375 24.788089 SLSN-I 0.0866 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 336.088375 24.788089 TNS 2019hge ZTF19aawfbtg 2019hge SLSN-I 0.0866 -0.025842659225048692 0.13028868018335515 0.011485778278935044 0.04993416288662189 0.13028868018335515 0.2154206661601421 56.65631679069513 56.65631679069513 17.396206409239387 17.396206409239387 58686.46403940022 58634.43342590006 17.946591194573372 17.946591194573372 18.075361820147712 1.1088301775450984 1.8976728775477674 3.1362341798413422 336.088804813057 24.78886789883125 0.004657062044624016 18.26715574428558 18.91269835034609 18.59346472156286 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.8976728775477674 3.1362341798413422 336.088804813057 24.78886789883125 0.004657062044624016 18.26715574428558 18.91269835034609 18.59346472156286 1.0 False False 0.3 0.7 1.5 0.02 8 3 52.030613500159234 3.1362341798413422 1.8976728775477674 0.31923362878323047 1.6526737652983072 0.9661071557727183 0.5181029014151477 False 0.0866 Inputed -19.889819170000894 -20.018589795575235 """""" """""" """"""
-0.17170419993510408 0.25989820054214274 -4.3259875520567475 19.15912625454536 5846.165835674053 167.71521315596348 39 18 18 33.94424769980833 89 True False 2020aaul 120.4225125 -10.405875 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 120.4225125 -10.405875 TNS 2020aaul ZTF20actjbaf 2020aaul SNIa 0.08 -0.10037680364549928 0.23844943188204937 -0.023546908719371373 0.058371174053778674 0.23844943188204937 0.4419066768945932 9.610034846388949 9.610034846388949 24.33421285341938 24.33421285341938 59182.52555559995 59176.43712959997 18.496172959285076 18.496172959285076 18.798117493111445 0.5886738101171749 2.0481284251776266 1.23183514364348 120.42216544 -10.40585126 0.004696724137928099 18.648554610204698 21.55741697192192 20.750492878365517 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.0481284251776266 1.23183514364348 120.42216544 -10.40585126 0.004696724137928099 18.648554610204698 21.55741697192192 20.750492878365517 1.0 False False 0.3 0.7 1.5 0.02 8 3 6.088425999972969 1.23183514364348 2.0481284251776266 0.8069240935564039 0.6014442886005293 3.0612440126368448 1.9523753852540722 False 0.08 Inputed -18.991816528959934 -19.293761062786302 """""" """""" """"""
-0.20150881154240996 0.16092982968520067 -7.456597274476456 16.730364260778025 5107.99785053506 149.91395736748797 62 39 39 73.91767360037193 54 True True 2019hez 267.43312499999 48.460011 SNIa 0.0113 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 267.43312499999 48.460011 TNS 2019hez ZTF19aayfaum 2019hez SNIa 0.0113 0.11581752419687064 0.5692310623472672 0.21792604857922981 0.32727466161079377 0.5692310623472672 0.8450050558000797 17.560809391449695 17.560809391449695 56.35686420892223 56.35686420892223 58657.3618981 58641.41003469983 16.214999691271952 16.2388123484564 16.214999691271952 6.554298024375662 5.013475580131345 11.222517847502528 267.43777196376004 48.459540227808304 0.0031653139863454527 14.817109135614633 15.895212801058292 15.171637958836556 0.9949999999999999 """""" """""" """""" """""" 3 False True all False False 0 0.7 8.488342931274069 267.436610297544 48.4595444780645 0.2872119193311554 22.436144646184445 24.985352514152527 22.39634675675392 0.19999999999999998 False False 0.3 0.7 1.5 0.02 8 3 15.951863400172442 11.222517847502528 5.013475580131345 0.723574842221737 2.238470631427413 -0.3435995473981066 -1.0433617324353968 False 0.0113 Inputed -17.289289022738416 -17.26547636555397 """""" """""" """"""
-0.12902395160493785 0.3409575690023648 -16.482659752575874 18.16315156045708 5580.014929137689 186.1912650092396 13 6 6 30.91790509968996 59 True True 2019amo 211.84130291666 -1.092371611111 SNIa 0.055 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 211.84130291666 -1.092371611111 TNS 2019amo ZTF19aakizps 2019amo SNIa 0.055 0.04437435553250779 0.3821062104502069 0.12190718804973955 0.20391353873646167 0.3821062104502069 0.5805536872666615 -8.14314428173101 -8.14314428173101 39.06104938142097 39.06104938142097 58526.47883100016 58526.47883100016 17.96948758117239 17.96948758117239 18.13344504288542 4.796627373934505 3.4737586088338728 14.60785947800991 211.841917147605 -1.09638260870333 0.0038857386350725776 14.897470335785151 16.006771267316342 15.262086599180698 0.99 """""" """""" """""" """""" 4 False True all False False 0 0.7 6.505496134959938 211.841653003975 -1.09059875194072 0.34400460592898874 23.400787235093116 22.911240789952277 23.172741561555863 0.15 False False 0.3 0.7 1.5 0.02 8 3 0.0 14.60785947800991 3.4737586088338728 0.744684668135644 4.20520281428355 -1.962716313856049 -2.8713584437047217 False 0.055 Inputed -18.8306008637995 -18.99455832551253 """""" """""" """"""
-0.19055857614094135 0.21198737752863878 -8.504008040548312 17.914189855987484 5735.966867891269 134.78873322315147 70 46 46 72.876608800143 76 True False 2021sdz 310.9254333333333 5.320752777777778 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 310.9254333333333 5.320752777777778 TNS 2021sdz ZTF21abjrptn 2021sdz SNIa 0.05 -0.027926562012943634 0.43348824235568273 0.07444335204533559 0.1851390250778664 0.43348824235568273 0.7213827653663998 14.681119989112222 14.681119989112222 58.195488811030785 58.195488811030785 59415.422870399896 59400.37817130005 17.304316683689667 17.304316683689667 17.46754009080206 3.6741640533041116 2.633472421315417 0.9360709724162852 310.92520458 5.32062735 0.0018452334227492262 16.828511875867843 17.50950869970322 17.06505482914448 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.633472421315417 0.9360709724162852 310.92520458 5.32062735 0.0018452334227492262 16.828511875867843 17.50950869970322 17.06505482914448 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.044699099846184 0.9360709724162852 2.633472421315417 0.4444538705587391 0.3554512152243154 0.20519201601355164 -0.40248526165758136 False 0.05 Inputed -19.286998540373215 -19.45022194748561 """""" """""" """"""
-0.04803576990739109 0.3659375792558654 -31.29520310141659 18.37186970557394 5903.907872703031 241.79848243275143 32 21 21 73.93849539989606 42 True True 2019tuq 8.19069 -6.068804472222 SNII 0.17 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 8.19069 -6.068804472222 TNS 2019tuq ZTF19acjwdnu 2019tuq SNII 0.17 0.022774675862699212 0.27208236824038323 0.08112297097417098 0.14206735619397293 0.27208236824038323 0.41352082227070497 -4.305179350426208 -4.305179350426208 78.24367475032227 78.24367475032227 58791.273842600174 58785.21181710018 18.059286078587714 18.059286078587714 18.11980616492582 1.8808577281485035 0.8167455501145222 0.4590003925438661 8.190577935699515 -6.068866425758404 0.007814029632571495 21.75430100535631 21.98197065295458 21.933620554169416 0.38749999999999996 """""" """""" """""" """""" 0 False True all False False 0 0.8167455501145222 0.4590003925438661 8.190577935699515 -6.068866425758404 0.007814029632571495 21.75430100535631 21.98197065295458 21.933620554169416 0.38749999999999996 False False 0.3 0.7 1.5 0.02 8 3 6.062025499995798 0.4590003925438661 0.8167455501145222 0.048350098785164164 0.5619870135558206 3.9226845743668655 3.8138143892435963 False 0.17 Inputed -21.345051240941977 -21.405571327280082 """""" """""" """"""
-0.20220956219632596 0.17070515225630867 -11.101999226268257 17.95449561417402 5273.648439530332 143.17012818818844 42 35 35 72.02173619996756 45 True True 2019xbu 237.9605958333333 52.15174722222222 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 237.9605958333333 52.15174722222222 TNS 2019xbu ZTF19adajqcq 2019xbu SNIa 0.05 0.10975476074775514 0.5856738879974834 0.21639349604767943 0.3309647378780127 0.5856738879974834 0.87771197311028 11.680768798684385 11.680768798684385 60.34096740128318 60.34096740128318 58850.5556481001 58836.51538190013 17.430656575292065 17.430656575292065 17.54532505802587 5.605650242073827 1.6742765397408055 1.459655758778935 237.95998914438348 52.1515865080696 0.0049102216645348085 19.12267482179761 19.63701487598181 19.24663787961304 0.905 """""" """""" """""" """""" 0 False True all False False 0 1.6742765397408055 1.459655758778935 237.95998914438348 52.1515865080696 0.0049102216645348085 19.12267482179761 19.63701487598181 19.24663787961304 0.905 False False 0.3 0.7 1.5 0.02 8 3 14.040266199968755 1.459655758778935 1.6742765397408055 0.39037699636876866 0.8718128243049407 2.206358300689743 1.7013128215871696 False 0.05 Inputed -19.209213573149405 -19.32388205588321 """""" """""" """"""
-0.15322846512221835 0.24185026953875072 -7.433250048488011 17.88733504841473 5424.822971458914 219.13346400524125 40 34 34 61.91090280003846 75 True False 2021vxp 55.72675833333333 46.02813611111111 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 55.72675833333333 46.02813611111111 TNS 2021vxp ZTF21abskgap 2021vxp SNIa 0.06 0.007850423775757065 0.28233477251828276 0.07164091961741548 0.1385762828688044 0.28233477251828276 0.44006956651043083 14.76188863201135 14.76188863201135 47.14901416802711 47.14901416802711 59449.385659699794 59436.45405089995 17.29612774390655 17.34090945413453 17.29612774390655 1.1074102082850763 1.1690260821419298 0.5917957571572304 55.72657236 46.02823785 0.001268621857418606 18.43184892883301 18.766103269577027 18.714266871070862 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.1690260821419298 0.5917957571572304 55.72657236 46.02823785 0.001268621857418606 18.43184892883301 18.766103269577027 18.714266871070862 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.93160879984498 0.5917957571572304 1.1690260821419298 0.05183639850616473 0.5062297293426695 1.4251938154424977 1.418139127164313 False 0.06 Inputed -19.85937323729125 -19.81459152706327 """""" """""" """"""
-0.022356300166258187 0.29030830953156095 -14.835664307133353 19.310665776343154 3843.850827670042 272.37675794681564 40 32 32 74.93256950005889 62 True False 2020ylr 347.0397958333333 40.26591111111111 SNII 0.048 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 347.0397958333333 40.26591111111111 TNS 2020ylr ZTF20achjuyq 2020ylr SNII 0.048 0.6127618412508262 0.924978471053759 0.6867162800249069 0.7633505385714408 0.924978471053759 1.0983154145566587 106.39471472503614 106.39471472503614 -31.46214522497725 -31.46214522497725 59175.152083300054 59109.24444440007 19.01745043953723 19.679302093553282 19.01745043953723 0.3786520623052027 1.7497026647417842 3.3297086349023406 347.03889252 40.26529437 0.008489793444254046 19.110182310843467 23.64 19.140556455039977 0.9499999999999998 """""" """""" """""" """""" 1 False True all False False 0 0.7 3.2996535439869756 347.03902072 40.26521091 0.07511061244528328 22.81 19.32635916867256 23.27 0.95 False False 0.3 0.7 1.5 0.02 8 3 65.90763889998198 3.3297086349023406 1.7497026647417842 4.499443544960023 1.9030139817462808 3.9606979064467183 0.12310601550274569 False 0.048 Inputed -17.647417905481674 -16.985566251465624 """""" """""" """"""
-0.1559605517615024 0.37428190040936793 -4.560770624345459 19.151677323488897 5592.889434857004 82.19252887437744 44 19 19 33.02003469970077 50 True True 2020nlh 245.1254583333333 30.02257222222222 SNIa 0.0953 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 245.1254583333333 30.02257222222222 TNS 2020nlh ZTF20abguygh 2020nlh SNIa 0.0953 -0.004291591606140344 0.8482982512316148 0.17116313301561092 0.3701682021824553 0.8482982512316148 1.4519618928987867 13.677953574134307 13.677953574134307 19.342081125566466 19.342081125566466 59031.194583300035 59019.25710650021 18.82402398312568 18.82402398312568 18.960460154555133 0.7095718648541705 1.3941417920967223 0.4375135267454767 245.125564651743 30.022651570033048 0.0004935605526236175 16.775121748508212 18.082951252889636 17.170369186427592 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.3941417920967223 0.4375135267454767 245.125564651743 30.022651570033048 0.0004935605526236175 16.775121748508212 18.082951252889636 17.170369186427592 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.937476799823344 0.4375135267454767 1.3941417920967223 0.9125820664620434 0.3138228329612567 -0.7410727302360449 -1.79009096812754 False 0.0953 Inputed -19.216613099937398 -19.35304927136685 """""" """""" """"""
-0.17278959447700856 0.2363772527496949 -9.312836330146116 18.41020774110068 6108.038890941836 121.27263913359431 59 37 37 54.7507059997879 35 True False 2020ymv 37.67349999999999 -14.569127777777778 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 37.67349999999999 -14.569127777777778 TNS 2020ymv ZTF20acobvxk 2020ymv SNIa 0.08 -0.0913875957299588 0.4047559134814058 0.01703686213199518 0.1354254901642662 0.4047559134814058 0.7223492840645847 14.778778684374545 14.778778684374545 39.97192731541335 39.97192731541335 59165.19244210003 59149.44812500011 17.82796778077839 17.82796778077839 18.034022909190348 1.5354512222803 1.5384514150497568 1.544228999588386 37.67379337 -14.56880625 0.0032549290922341267 18.73647984468341 19.13833365598917 18.95123731920719 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.5384514150497568 1.544228999588386 37.67379337 -14.56880625 0.0032549290922341267 18.73647984468341 19.13833365598917 18.95123731920719 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.74431709991768 1.544228999588386 1.5384514150497568 0.18709633678198045 1.0037554546618181 1.3103658752107812 0.9172144100168431 False 0.08 Inputed -19.75591111288103 -19.961966241292988 """""" """""" """"""
-0.21957105558629358 0.19849888554892783 -8.045133953243294 13.935613504808218 5302.683020021888 248.8784205532762 121 52 52 74.94785880018026 927 True True 2020uxz 21.02870833333333 12.92146111111111 SNIa 0.008246 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 21.02870833333333 12.92146111111111 TNS 2020uxz ZTF20achlced 2020uxz SNIa 0.008246 0.037068644438367215 0.2812803027116981 0.09434199361012574 0.1540831218912011 0.2812803027116981 0.41930629603746894 12.440184222356594 12.440184222356594 62.507674577823664 62.507674577823664 59142.38660879992 59129.265520799905 13.361068527521391 13.361068527521391 13.547297235703935 52.99401648816344 15.265662451268364 45.99532880344613 21.0162534910949 12.917477426902899 0.006515043714902968 12.348299648457765 12.886032711362839 12.259739988936186 0.9857142857142858 """""" """""" """""" """""" 600 True True all False False 0 0.7 0.6280351552640717 21.02873943 12.92128931 0.01420699598494568 22.81 14.961872503376007 15.681675136613846 0.5 False False 0.3 0.7 1.5 0.02 8 3 13.121088000014424 45.99532880344613 15.265662451268364 0.626292722426653 3.012992652646041 -0.4750358161585524 -1.287557246767749 False 0.008246 Inputed -19.271089391624265 -19.457318099806812 """""" """""" """"""
-0.14835297575031603 0.25322154193980184 -7.831882321457473 18.174369997294683 5970.265019381426 92.91984714846261 24 23 23 59.96354170003906 45 True False 2020hbe 187.1473583333333 -4.069508333333333 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 187.1473583333333 -4.069508333333333 TNS 2020hbe ZTF20aauuiri 2020hbe SNIa 0.05 -0.052653295497897545 0.6526826094629996 0.09553896147056307 0.2614529709781017 0.6526826094629996 1.1350735012118847 9.400811200855674 9.400811200855674 50.56273049918339 50.56273049918339 58962.23023150023 58954.25579860015 17.628696800495952 17.628696800495952 17.825819709502618 4.913678250229631 2.8869925344102767 8.738818707395687 187.14767368 -4.06710135 0.010407278179595969 17.342293581342698 17.73668560268879 17.590259371900558 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.8869925344102767 8.738818707395687 187.14767368 -4.06710135 0.010407278179595969 17.342293581342698 17.73668560268879 17.590259371900558 1.0 False False 0.3 0.7 1.5 0.02 8 3 7.97443290008232 8.738818707395687 2.8869925344102767 0.14642623078823291 3.0269626967292305 0.10798880219283902 -0.23556033760205963 False 0.05 Inputed -18.928718921672658 -19.125841830679324 """""" """""" """"""
-0.010690664708739948 0.37431498991287987 -1.1571084939291194 18.916954719443474 3438.8386814100645 275.72130822358383 24 24 24 50.04403939982876 56 True False 2019pbk 116.59957666666 64.223279972222 SNIIP 0.045 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 116.59957666666 64.223279972222 TNS 2019pbk ZTF19abqyouo 2019pbk SNIIP 0.045 0.7372519475872537 1.0639949807736748 0.8147391971403763 0.8949708932244036 1.0639949807736748 1.2450083668725505 90.76024592588372 90.76024592588372 -40.71620652605496 -40.71620652605496 58716.49127310002 58716.49127310002 18.71930714283538 19.587149918219968 18.71930714283538 0.3774061238411567 0.7 0.17758532993715603 116.59947233 64.22329933 0.0024640832966189574 20.71691660168171 20.72917254405022 20.273091366374494 0.8875000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.17758532993715603 116.59947233 64.22329933 0.0024640832966189574 20.71691660168171 20.72917254405022 20.273091366374494 0.8875000000000001 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.17758532993715603 0.7 0.4560811776757241 0.2536933284816515 1.1420226258302506 1.5537842235391146 False 0.045 Inputed -17.803868296912523 -16.936025521527935 """""" """""" """"""
-0.5985117232943935 0.37959926410192446 -0.5040289105120659 15.839680530889252 7182.748753925897 414.394442498963 28 26 26 12.059803199954331 114 True True 2017gcg 308.13382125 58.158056777777 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 308.13382125 58.158056777777 TNS 2017gcg ZTF18abajlni 2017gcg CV 0.0 -0.35377838152110996 -0.25562881405544857 -0.3302559934325835 -0.30606666593230614 -0.25562881405544857 -0.2023471217826298 2.137046084660308 2.137046084660308 9.922757115294022 9.922757115294022 58283.43067129981 58282.40800930001 15.171554739963716 15.171554739963716 15.63118420359325 137.8498393521767 0.7373810131752552 0.08252675692818484 308.133799100308 58.15803705573385 0.00572399461756723 21.708251990623474 21.323832094345093 21.474842515563964 0.04285714285714286 """""" """""" """""" """""" 0 False True all False False 0 0.7373810131752552 0.08252675692818484 308.133799100308 58.15803705573385 0.00572399461756723 21.708251990623474 21.323832094345093 21.474842515563964 0.04285714285714286 False False 0.3 0.7 1.5 0.02 8 3 1.0226619997993112 0.08252675692818484 0.7373810131752552 -0.15101042121887076 0.1119187441141375 6.152277354381377 5.843658311970714 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.15925881427883454 0.1976377364641846 -6.576878563070485 18.971768806653408 5798.665799039507 83.02805177742351 31 24 24 46.886620400007814 67 True True 2019gbq 253.17306458333 11.381405111111 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 253.17306458333 11.381405111111 TNS 2019gbq ZTF19aavmlqh 2019gbq SNIa 0.08 -0.020946440258704513 0.8104354103854909 0.15037276848059733 0.34453020168960435 0.8104354103854909 1.3976576247435624 13.595611775395387 13.595611775395387 33.29100862461243 33.29100862461243 58638.35121530015 58628.35913190013 18.411546591621978 18.411546591621978 18.590944243351583 1.4478265446331662 1.1825064311547462 0.5589642964057167 253.173121690787 11.3812602876058 0.002614053054850851 19.36420922929406 20.06085361990452 19.668618087711337 0.9550000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.1825064311547462 0.5589642964057167 253.173121690787 11.3812602876058 0.002614053054850851 19.36420922929406 20.06085361990452 19.668618087711337 0.9550000000000001 False False 0.3 0.7 1.5 0.02 8 3 9.992083400022238 0.5589642964057167 1.1825064311547462 0.3922355321931832 0.47269450861241785 1.6493070282825428 1.0776738443597544 False 0.08 Inputed -19.198989778719795 -19.3783874304494 """""" """""" """"""
-0.15224712629514603 0.2151325775882265 -11.480985419836385 18.832892919345845 4954.589897525913 107.51759402702257 29 19 19 47.055127299856395 32 True True 2018jos 150.64473083333 25.028035111111 SNIa 0.07557 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 150.64473083333 25.028035111111 TNS 2018jos ZTF18acuefvt 2018jos SNIa 0.07557 0.25127983696885536 0.979500466466213 0.40911260979919106 0.5823084040320836 0.979500466466213 1.453432678620004 14.673699052018577 14.673699052018577 32.38142824783782 32.38142824783782 58471.52554399986 58455.463009300176 18.431174793705452 18.54716973112124 18.431174793705452 1.077797038209486 3.269652074295726 5.282577546901203 150.6451657877715 25.02944857808615 0.0017116896101919687 15.539858061480523 16.57497675368071 15.89759306440115 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.269652074295726 5.282577546901203 150.6451657877715 25.02944857808615 0.0017116896101919687 15.539858061480523 16.57497675368071 15.89759306440115 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 16.062534699682146 5.282577546901203 3.269652074295726 0.6773836892795586 1.6156390425849994 -1.9721929774405318 -2.533581729304302 False 0.07557 Inputed -19.232941296001158 -19.11694635858537 """""" """""" """"""
-0.11743868345955136 0.4081526921037042 -5.480818861361265 18.87316760619506 5658.655966313097 150.52696228709144 18 12 12 37.95042819995433 29 True True 2019gcu 212.51078708333 4.4298218888888 SNIa 0.085 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 212.51078708333 4.4298218888888 TNS 2019gcu ZTF19aavlnjz 2019gcu SNIa 0.085 -0.045186878475991676 0.35568335158775355 0.04482873750306027 0.14141286111673423 0.35568335158775355 0.600593650994977 2.1496645776558836 2.1496645776558836 35.80076362229845 35.80076362229845 58633.25464119995 58633.25464119995 18.603847930322097 18.603847930322097 18.6870013191794 1.3139463706578065 1.224353994564659 1.6305838330479383 212.511092739596 4.430156980281065 0.0048720562374194865 19.682079896337985 20.37132056754589 19.94516860604048 0.985 """""" """""" """""" """""" 0 False True all False False 0 1.224353994564659 1.6305838330479383 212.511092739596 4.430156980281065 0.0048720562374194865 19.682079896337985 20.37132056754589 19.94516860604048 0.985 False False 0.3 0.7 1.5 0.02 8 3 0.0 1.6305838330479383 1.224353994564659 0.42615196150541124 1.3317911652076746 1.7674726372237934 1.2581672868610774 False 0.085 Inputed -19.236936296783544 -19.32008968564085 """""" """""" """"""
-0.1603532030629964 0.34208996118863294 -11.182452116005994 17.90845681346961 6269.072499599557 149.98660113732487 58 30 30 30.92864579986781 33 True False 2021bjz 80.56087499999998 -13.562661111111112 SNIa 0.0554 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 80.56087499999998 -13.562661111111112 TNS 2021bjz ZTF21aagmoqw 2021bjz SNIa 0.0554 -0.12636613641740269 0.24990560149973362 -0.04207682936308288 0.04850473038307257 0.24990560149973362 0.48070378393112634 -3.5552051230671484 -3.5552051230671484 34.483850922934955 34.483850922934955 59249.1484375 59248.21068290016 17.52481386012331 17.52481386012331 17.784334957609083 1.6162853914045536 3.8875603657726066 13.033921047551749 80.56446507 -13.56169757 0.0023346970852077265 14.39380817258358 15.296308558750152 14.783141667461395 0.99 """""" """""" """""" """""" 2 False True all False False 0 1.7953764623292003 2.684411588571318 80.56055733 -13.56333983 0.002541353959281789 17.715183436655998 18.011863229417802 17.85910855708122 0.5 False False 0.3 0.7 1.5 0.02 8 3 0.9377545998431742 13.033921047551749 3.8875603657726066 0.5131668912887566 3.352725056646525 -2.2285053013731577 -3.001193290147688 False 0.0554 Inputed -19.195648464908434 -19.455169562394207 """""" """""" """"""
-0.16835655745524591 0.28340423360368805 -10.071690916585956 18.695344991395693 6001.845119572588 138.0341266867349 44 36 36 56.85484950011596 51 True True 2020qmh 0.5267416666666667 -5.280688888888889 SNIa 0.082 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 0.5267416666666667 -5.280688888888889 TNS 2020qmh ZTF20abowpvf 2020qmh SNIa 0.082 -0.07402223454847245 0.3586583598232451 0.02212868797079537 0.1259926261262727 0.3586583598232451 0.6278161321094871 12.457877971270399 12.457877971270399 44.39697152884556 44.39697152884556 59071.47987269983 59056.439652800094 18.249741552753 18.249741552753 18.445985206545473 0.9449133436067868 1.3645912737903567 1.04801955350835 0.5267939253606565 -5.280975316897425 0.0014780632886531864 18.12664029190302 18.83323760636091 18.391969662864206 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.3645912737903567 1.04801955350835 0.5267939253606565 -5.280975316897425 0.0014780632886531864 18.12664029190302 18.83323760636091 18.391969662864206 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.04021989973262 1.04801955350835 1.3645912737903567 0.4412679434967046 0.7680098602692356 0.5834960536079095 -0.05401554368126682 False 0.082 Inputed -19.398515295901067 -19.59475894969354 """""" """""" """"""
-0.13432971519472056 0.20473382828407477 0.6118220494149276 17.485725991291517 4770.343302880968 144.22336909857358 96 52 52 74.77800930012017 28 True True 2020duv 241.25579166666662 27.260280555555557 SNIa 0.04567 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 241.25579166666662 27.260280555555557 TNS 2020duv ZTF20aasctts 2020duv SNIa 0.04567 0.13727777603565272 0.6180997679318736 0.2451559993486505 0.3609596904865455 0.6180997679318736 0.9125037356820478 20.38386545426321 20.38386545426321 54.394143845856966 54.394143845856966 58914.48376160022 58906.51881940011 17.358561838911545 17.358561838911545 17.41992946034797 2.6514227989307075 1.683752898296242 12.150740518785202 241.252744292103 27.25826718899735 0.004977730223208132 15.879848953933715 16.963828558926583 16.208718647229674 0.97 """""" """""" """""" """""" 0 False True all False False 0 1.683752898296242 12.150740518785202 241.252744292103 27.25826718899735 0.004977730223208132 15.879848953933715 16.963828558926583 16.208718647229674 0.97 False False 0.3 0.7 1.5 0.02 8 3 7.964942200109363 12.150740518785202 1.683752898296242 0.7551099116969091 7.216463016087639 -0.3947332799849619 -1.2112108131182957 False 0.04567 Inputed -19.13568547903642 -19.197053100472846 """""" """""" """"""
-0.03793082111195932 0.46837943166390006 -11.612510154002623 17.837452672687455 4631.019118058161 188.18785885234567 292 103 103 74.89253479987383 94 True False 2021kat 297.6319166666666 57.99113055555556 SNIIn 0.1013 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 297.6319166666666 57.99113055555556 TNS 2021kat ZTF21aavuqzr 2021kat SNIIn 0.1013 0.28804859289869356 0.680117890897602 0.37843670096957993 0.47377119025826175 0.680117890897602 0.9088774691009931 57.295550251000094 57.295550251000094 17.596984548873735 17.596984548873735 59366.400080999825 59317.48833330022 17.68398425757178 17.90543046309444 17.68398425757178 0.3296175215812677 1.0405186034555007 1.320302638999774 297.63124109 57.99120979 0.0018314972885072889 18.85853133459091 20.025421347332 19.70665710802078 0.7000000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.0405186034555007 1.320302638999774 297.63124109 57.99120979 0.0018314972885072889 18.85853133459091 20.025421347332 19.70665710802078 0.7000000000000001 False False 0.3 0.7 1.5 0.02 8 3 48.91174769960344 1.320302638999774 1.0405186034555007 0.3187642393112178 1.2688890276590223 2.119990884237559 2.022672850449002 False 0.1013 Inputed -20.62839061869563 -20.40694441317297 """""" """""" """"""
-0.17203065227750572 0.4188591259813072 -7.935436508122319 18.38776268025687 5088.582480110979 190.7598891855046 17 10 10 22.145057800225914 109 True False 2019lsd 300.88626583333 -8.610064277777 SNIa 0.068 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 300.88626583333 -8.610064277777 TNS 2019lsd ZTF19abhdqlq 2019lsd SNIa 0.068 0.10942817911542235 0.4537672407056448 0.1887188020888857 0.27241735012217205 0.4537672407056448 0.6550194430162506 10.268072678155178 10.268072678155178 11.876985122070735 11.876985122070735 58691.37728009978 58678.23229169985 18.18006857349713 18.25710969757463 18.18006857349713 1.0844494657544832 3.299539353098598 20.204336340411665 300.88229213 -8.614072 0.010589265871336129 15.502559227609634 16.860840695953367 15.921143285942076 0.9400000000000001 """""" """""" """""" """""" 11 False True all False False 0 1.097530634165114 13.249964150675373 300.88278251 -8.6113623 0.055663357886897025 18.925267803573607 19.69287319946289 19.112110638523102 0.01 False False 0.3 0.7 1.5 0.02 8 3 13.144988399930298 20.204336340411665 3.299539353098598 0.9396974100112914 6.12338092632166 -1.3962690016212633 -2.258925287555055 False 0.068 Inputed -19.251175428471917 -19.174134304394418 """""" """""" """"""
-0.2074452690104737 0.9672503270859769 -1.3495344744375413 15.31707155452074 7223.588707120786 291.609611058534 30 14 14 18.013587899971753 87 True False 2021gtx 118.33145833333332 -12.16525 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 118.33145833333332 -12.16525 TNS 2021gtx ZTF21aapogvm 2021gtx CV 0.0 -0.35594592354063437 -0.21348956016008458 -0.3224085711470437 -0.28751476423563815 -0.21348956016008458 -0.13352990656868258 0.7573108982952756 0.7573108982952756 17.256277001676477 17.256277001676477 59293.14849539986 59291.2021643999 15.04673575468121 15.04673575468121 15.269587842989022 89.99167715639564 1.141225175652291 22.02207394241154 118.3327507 -12.17123537 0.0782931595606805 18.074333761310577 18.900036823177338 18.384733448410035 0.28 """""" """""" """""" """""" 9 False True all False False 0 0.9691341962448534 4.844724530464949 118.33009117 -12.16509211 0.0023255194696777393 17.19874434452057 17.649422822856902 17.334615914821626 0.0 False False 0.3 0.7 1.5 0.02 8 3 1.946330999955535 0.0 0.0 0.0 0.0 8.59326424531879 8.000412157010977 True 0.0 Inputed """""" """""" """""" """""" """"""
-0.134563563013213 0.4209395429045936 -3.676930187341616 16.890909500697244 5573.654865038089 146.36085446416953 35 22 22 46.06986110005528 25 True True 2020ajg 33.4995375 18.14723611111111 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 33.4995375 18.14723611111111 TNS 2020ajg ZTF20aagzchj 2020ajg SNIa 0.05 -0.0401476808717085 0.3754695419884939 0.05290675199808348 0.152940009694575 0.3754695419884939 0.6306956608278504 17.763768297759402 17.763768297759402 28.306092802295876 28.306092802295876 58882.09815970017 58867.08762730006 16.60779568501583 16.60779568501583 16.727766151217672 2.556465635004459 2.9910742029189703 3.774139766441495 33.50013244356385 18.148118983948002 0.0014914512350086007 15.812970836167336 16.65563902955532 16.197673882656098 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.9910742029189703 3.774139766441495 33.50013244356385 18.148118983948002 0.0014914512350086007 15.812970836167336 16.65563902955532 16.197673882656098 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.010532400105149 3.774139766441495 2.9910742029189703 0.4579651468992232 1.2618007813909584 0.04784334453949057 -0.5300922685615745 False 0.05 Inputed -20.026772479957604 -20.146742946159446 """""" """""" """"""
-0.015423432258419646 0.3642922226096485 -15.05590386415811 18.469888878953903 4277.624662611297 133.93172306275497 37 24 24 66.76850700005889 51 True False 2021uks 315.9508541666666 -26.521316666666667 SNII 0.034 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 315.9508541666666 -26.521316666666667 TNS 2021uks ZTF21abplypq 2021uks SNII 0.034 0.5181474854460575 1.171162411565252 0.6642305100378252 0.8213039867693226 1.171162411565252 1.5737254145284325 66.29063796578521 66.29063796578521 0.4778690342736809 0.4778690342736809 59440.29457180016 59424.41976850014 18.391536272216285 18.639401145693785 18.391536272216285 1.2428432636247844 3.0978462597500043 2.1810471318679214 315.95138383 -26.52093925 0.0011409302982171576 15.655062527418137 16.615763926076887 16.167104925894737 0.99 """""" """""" """""" """""" 0 False True all False False 0 3.0978462597500043 2.1810471318679214 315.95138383 -26.52093925 0.0011409302982171576 15.655062527418137 16.615763926076887 16.167104925894737 0.99 False False 0.3 0.7 1.5 0.02 8 3 15.874803300015628 2.1810471318679214 3.0978462597500043 0.44865900018215044 0.7040527350262797 -2.023637219616898 -2.2244313463215484 False 0.034 Inputed -17.517190765067745 -17.269325891590245 """""" """""" """"""
-0.09423203750495951 0.3204852301201184 -34.65215123091621 15.94376246771876 5214.815113276117 208.22268585206234 47 42 42 71.85877310018986 34 True False 2020tpf 81.2790375 -21.246447222222223 SNIa 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 81.2790375 -21.246447222222223 TNS 2020tpf ZTF20acgrvqo 2020tpf SNIa 0.03 0.2650084862843016 0.6108323858145432 0.34534102213218887 0.42965484170643364 0.6108323858145432 0.8098243783052759 -22.576437729634844 -22.576437729634844 94.43521082982471 94.43521082982471 59126.47978009982 59126.47978009982 16.062100420751555 16.062100420751555 16.146057332670452 11.366814039558303 2.297026028972473 0.8298254835096165 81.27879426 -21.24640554 0.000535446171931242 15.557807350230217 16.04909178237915 15.740901421117783 0.9399999999999998 """""" """""" """""" """""" 0 False True all False False 0 2.297026028972473 0.8298254835096165 81.27879426 -21.24640554 0.000535446171931242 15.557807350230217 16.04909178237915 15.740901421117783 0.9399999999999998 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.8298254835096165 2.297026028972473 0.30819036126136723 0.3612608098658863 -0.013008638372404846 -0.4051559115526686 False 0.03 Inputed -19.488740120954876 -19.572697032873773 """""" """""" """"""
-0.0978845772183433 0.48133610704787266 -7.001304972682725 18.592254490396382 5937.544327295758 91.05633073460606 54 35 35 43.929351900238544 68 True False 2021wrs 262.67596249999997 41.54903611111111 SNIa 0.088 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 262.67596249999997 41.54903611111111 TNS 2021wrs ZTF21abujefa 2021wrs SNIa 0.088 -0.055120345307116736 0.6666681347851835 0.09597843063562195 0.2655363894920235 0.6666681347851835 1.1632618687144394 13.522313870711734 13.522313870711734 30.40703802952681 30.40703802952681 59460.27783560008 59447.224131899886 18.339575006731376 18.339575006731376 18.437377745570615 0.6078793700339346 0.6619326174582469 0.11778838411630727 262.67599485 41.54905812 0.0002471158680993346 17.846733545565606 18.85310180976391 18.167453594517706 0.12999999999999998 """""" """""" """""" """""" 0 False True all False False 0 0.6619326174582469 0.11778838411630727 262.67599485 41.54905812 0.0002471158680993346 17.846733545565606 18.85310180976391 18.167453594517706 0.12999999999999998 False False 0.3 0.7 1.5 0.02 8 3 13.053703700192273 0.11778838411630727 0.6619326174582469 0.6856482152462036 0.17794618517002914 0.5135268030325335 -0.26992415105290846 False 0.088 Inputed -19.56327962520361 -19.661082364042848 """""" """""" """"""
-0.1030193688345558 0.46732260672519466 -7.507449018391872 18.898490868129414 5999.7246527678 212.00266892929582 37 19 19 33.97725690016523 89 True False 2020vhb 276.6256458333333 29.9218 SNIIP 0.071 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 276.6256458333333 29.9218 TNS 2020vhb ZTF20acgksph 2020vhb SNIIP 0.071 -0.1205370473239391 0.1358315290710479 -0.06123248228171008 0.0011847117233543258 0.1358315290710479 0.2843832201271326 15.875658767565099 15.875658767565099 18.10159813260013 18.10159813260013 59139.11135420017 59123.11263890006 18.566603188717757 18.566603188717757 18.730594782707758 0.7426350699006722 2.1615306583063116 31.966105285176898 276.61567363 29.9197647 0.07056446431895724 16.941540991044043 18.261402183437347 17.377607453727723 0.86 """""" """""" """""" """""" 25 False True all False False 0 1.112554449827668 4.931987323019152 276.62603188 29.92047149 0.0011793950064072911 16.209058597111703 16.663551376247405 16.299887025260926 0.0 False False 0.3 0.7 1.5 0.02 8 3 15.998715300112963 0.0 0.0 0.0 0.0 5.073396811282244 4.5394052172922414 True 0.071 Inputed -18.795859027514563 -18.959850621504565 """""" """""" """"""
-0.2121679141205594 0.35918862763966886 -5.418998233202993 19.354723046642807 5277.94470653092 173.09136446120482 33 13 13 18.051805600058287 77 True True 2019kvn 215.13822541666 25.342765888888 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 215.13822541666 25.342765888888 TNS 2019kvn ZTF19abcunya 2019kvn SNIa 0.08 0.042182349212840364 0.40802185524908907 0.12562544868455916 0.21425487218715134 0.40802185524908907 0.6254948127319899 8.534837345354203 8.534837345354203 9.516968254704084 9.516968254704084 58675.3026389 58666.17473379988 19.010063300116094 19.010063300116094 19.088786983523836 0.4077159353846953 2.5593031427489685 6.132964773625 215.137080498667 25.3441192525424 0.0006837374863041257 14.46577534327805 16.105686048283577 14.89682963085413 0.985 """""" """""" """""" """""" 1 False True all False False 0 4.075603267847973 6.128293488596282 215.1387514223465 25.34113131113395 0.005566569285046397 16.585919221475123 17.763658247628214 16.642891050596834 0.9055555555555556 False False 0.3 0.7 1.5 0.02 8 3 9.127905100118369 6.132964773625 2.5593031427489685 1.2088564174294465 2.3963416725372877 -2.9043772518325177 -4.191957352669705 False 0.08 Inputed -18.701147038547543 -18.779870721955284 """""" """""" """"""
-0.11550690726209636 0.38418929509826005 -9.923797081190031 18.768969266817585 5858.345645388106 209.79657125887067 30 15 15 20.94554390013218 39 True False 2021bjm 62.79470416666666 -1.8690277777777777 SNIa 0.101 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 62.79470416666666 -1.8690277777777777 TNS 2021bjm ZTF21aagmogi 2021bjm SNIa 0.101 -0.07588816479483995 0.1935033554073371 -0.013571050128064144 0.052016787674808995 0.1935033554073371 0.3496056104331231 -1.6418690601966137 -1.6418690601966137 22.58741296032879 22.58741296032879 59248.20822919998 59248.20822919998 18.51422693459878 18.51422693459878 18.630618036816617 0.9014741726904792 0.7 1.6349769641370682 62.79512272 -1.86885097 0.027764928733382988 22.81 20.351844805145262 26.05378029718399 0.9833333333333334 """""" """""" """""" """""" 0 False True all False False 0 0.7 1.6349769641370682 62.79512272 -1.86885097 0.027764928733382988 22.81 20.351844805145262 26.05378029718399 0.9833333333333334 False False 0.3 0.7 1.5 0.02 8 3 0.0 1.6349769641370682 0.7 -5.701935492038729 2.335681377338669 1.837617870546481 7.4231622603673735 False 0.101 Inputed -19.675181527759772 -19.79157262997761 """""" """""" """"""
-0.15972452840923368 0.18343246048037112 -9.16432336392456 18.904005293218297 5718.480970787314 89.83998268234994 45 28 28 62.8435416999273 50 True True 2021gd 157.61118333333332 40.2506 SNIa 0.076427 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 157.61118333333332 40.2506 TNS 2021gd ZTF21aaahtln 2021gd SNIa 0.076427 0.028988598003909516 0.8108483150452308 0.19275112060677557 0.3764351323606938 0.8108483150452308 1.3488379166266 11.465412257754986 11.465412257754986 51.378129442172316 51.378129442172316 59227.44732639985 59217.435300900135 18.395558628733877 18.395558628733877 18.440833444699628 2.333030859108258 2.7572428294186735 4.112646069072494 157.6112413241235 40.2517415439947 0.001876626606916676 16.18875581685007 17.15307363268554 16.528256676917074 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.7572428294186735 4.112646069072494 157.6112413241235 40.2517415439947 0.001876626606916676 16.18875581685007 17.15307363268554 16.528256676917074 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 10.012025499716401 4.112646069072494 2.7572428294186735 0.6248169557684662 1.4915792055716721 -1.2424849960483364 -1.9125767677825536 False 0.076427 Inputed -19.24818062373884 -19.29345543970459 """""" """""" """"""
-0.09888140906854809 0.3311093253144118 -8.167664833683281 16.43125460476392 5608.8371208322 163.77716738838672 52 42 42 71.94138890039176 48 True False 2019wku 79.33948333333332 12.517377777777778 SNIa 0.039 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 79.33948333333332 12.517377777777778 TNS 2019wku ZTF19acylgic 2019wku SNIa 0.039 -0.015678804642437427 0.3570698329436084 0.06880243337057124 0.1589054428942518 0.3570698329436084 0.5811288861095179 3.0104391253020637 3.0104391253020637 68.93094977508969 68.93094977508969 58831.20921299979 58831.20921299979 16.163275134462733 16.163275134462733 16.17705025319444 2.6849604364733106 4.604897586582941 3.125000656047052 79.33860041 12.51727489 0.0019856928257764306 15.351808208274843 15.77161393814087 15.367655646324156 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7270149012933929 2.3010300664553425 79.3401229 12.51724098 0.008046512427837937 20.549043666267394 20.324545889282227 19.44606676902771 0.5 False False 0.3 0.7 1.5 0.02 8 3 0.0 3.125000656047052 4.604897586582941 0.40395829181671417 0.6786254411286387 -0.3916611963218628 -0.8093946068702849 False 0.039 Inputed -20.032252232873507 -20.046027351605215 """""" """""" """"""
-0.16928544824979674 0.31235207563643386 -7.844046478917937 19.044383123784474 4650.400862738197 172.7046979113387 43 23 23 36.93246529996395 48 True True 2021lin 232.40847499999995 48.77691111111111 SNIa 0.076 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 232.40847499999995 48.77691111111111 TNS 2021lin ZTF21aazebgh 2021lin SNIa 0.076 0.25451548095799836 0.6772397623105242 0.35122406305552545 0.4537354510841105 0.6772397623105242 0.9273298026755157 11.965909546513025 11.965909546513025 24.966555753450926 24.966555753450926 59352.30490740016 59339.36869210005 18.747079744235542 18.84936871520576 18.747079744235542 0.8094509390948814 1.437546036454857 2.5331237171271748 232.40928779068452 48.77645479730405 0.0006541896951143267 16.341256331874433 17.430187522503733 16.735971932323576 0.9850000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.437546036454857 2.5331237171271748 232.40928779068452 48.77645479730405 0.0006541896951143267 16.341256331874433 17.430187522503733 16.735971932323576 0.9850000000000001 False False 0.3 0.7 1.5 0.02 8 3 12.936215300112963 2.5331237171271748 1.437546036454857 0.694215590180157 1.7621165881922851 -1.4191811927020268 -2.011107811911966 False 0.076 Inputed -18.929563540197154 -18.827274569226937 """""" """""" """"""
-0.14087147299572084 0.18429011022028127 -9.780077187855937 18.720222727390556 5459.942913234954 86.66410920630501 48 25 25 48.85086799971759 48 True False 2020vfi 357.81674999999996 -13.191597222222223 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 357.81674999999996 -13.191597222222223 TNS 2020vfi ZTF20achrklb 2020vfi SNIa 0.07 0.11062402087205925 0.9759223771723704 0.29114771237068027 0.4941079254371239 0.9759223771723704 1.5758446993931798 16.13782001363113 16.13782001363113 32.713047986086465 32.713047986086465 59144.167905100156 59130.255590300076 18.202000771164627 18.202000771164627 18.278434605310537 1.2062668226938653 3.3142800553035863 0.8589881131406966 357.81668655 -13.19136675 0.0010393657543105173 15.486372366082668 16.554055133128166 15.891624534130097 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.3142800553035863 0.8589881131406966 357.81668655 -13.19136675 0.0010393657543105173 15.486372366082668 16.554055133128166 15.891624534130097 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.912314800079912 0.8589881131406966 3.3142800553035863 0.6624305989980694 0.2591778904640615 -1.647945638036461 -2.38681007118044 False 0.07 Inputed -19.21673134628026 -19.29316518042617 """""" """""" """"""
-0.12389293898355962 0.37541666240105886 -24.651963538855775 16.872405638710816 3078.050081751719 278.1511202160968 17 17 17 43.93083330010995 80 True False 2020abhs 193.73912499999997 -13.54153611111111 SNII 0.007 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 193.73912499999997 -13.54153611111111 TNS 2020abhs ZTF20actodrq 2020abhs SNII 0.007 1.1879334176280594 1.5769953334809905 1.2803646438378173 1.37595516589748 1.5769953334809905 1.7918450280062075 -16.730138770843762 -16.730138770843762 60.66097207095372 60.66097207095372 59184.564351900015 59184.55031249998 17.145088727012446 18.974914188594816 17.145088727012446 0.6750451907989456 3.097066805198845 1.1891272792282948 193.73898873 -13.54123353 0.002731499255557046 16.911804613792896 21.317085855364798 17.926962438607216 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.097066805198845 1.1891272792282948 193.73898873 -13.54123353 0.002731499255557046 16.911804613792896 21.317085855364798 17.926962438607216 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.014039400033652782 1.1891272792282948 3.097066805198845 3.390123416757582 0.3839527378719064 2.342171666769982 0.7818737115947698 False 0.007 Inputed -15.316863341812834 -13.487037880230464 """""" """""" """"""
-0.14005087782428205 0.3320900417245215 -14.142701883883587 19.045105177689976 5760.481657289225 119.73462527819169 42 25 25 42.8939119996503 73 True True 2020ver 313.5794166666666 9.158072222222222 SNIa 0.0906 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 313.5794166666666 9.158072222222222 TNS 2020ver ZTF20achptde 2020ver SNIa 0.0906 0.04123797895844916 0.5993037820576781 0.1634357538964295 0.2966843051073518 0.5993037820576781 0.9556156360103927 13.719899375466811 13.719899375466811 29.17401262418349 29.17401262418349 59150.17851850018 59130.186979200225 18.6898411709066 18.6898411709066 18.74577934201734 0.6420468596116051 2.629685931189082 3.9441024468795907 313.579791238194 9.1570409345744 0.0020106016752556854 16.399056911485197 17.16609492260933 16.820979255776408 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 2.5422243347227016 313.579052949216 9.157464158558 0.09103462966212494 23.629957549734115 24.68243241830826 24.476128032393454 0.85 False False 0.3 0.7 1.5 0.02 8 3 19.99153929995373 3.9441024468795907 2.629685931189082 0.34511566683292116 1.4998378323818162 -1.5237462482972717 -1.924800086240932 False 0.0906 Inputed -19.319311249451367 -19.375249420562106 """""" """""" """"""
-0.12842428443854892 0.3991969007792281 -4.649529196920556 18.943923034431176 5754.942236201802 171.2777033627928 35 21 21 47.878831000067294 39 True True 2019plw 46.493687916666 -0.317059805555 SNIa 0.119 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 46.493687916666 -0.317059805555 TNS 2019plw ZTF19abvgwvp 2019plw SNIa 0.119 -0.07887504499179698 0.25802286967306287 -0.002291508652675134 0.07923178199332881 0.25802286967306287 0.4594388911916454 13.50184795564916 13.50184795564916 34.37698304441813 34.37698304441813 58738.46130790003 58727.46045139991 18.530229382205825 18.530229382205825 18.611679663627203 0.8415755483002593 0.7 3.6212354110890366 46.49402213 -0.31611105 0.12736120481825997 23.332285442352294 23.69088923535347 24.027374842476846 0.75 """""" """""" """""" """""" 0 False True all False False 0 0.7 3.6212354110890366 46.49402213 -0.31611105 0.12736120481825997 23.332285442352294 23.69088923535347 24.027374842476846 0.75 False False 0.3 0.7 1.5 0.02 8 3 11.00085650011897 0.0 0.0 0.0 0.0 5.109770617794176 4.658320336372796 True 0.119 Inputed -20.058163210886917 -20.139613492308296 """""" """""" """"""
-0.14279736955902383 0.2854675198123612 -8.709268971644562 18.551753170844716 5912.4073517343195 120.29591061978874 48 30 30 50.89670140016824 47 True False 2020abjl 76.53512499999998 -11.234908333333333 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 76.53512499999998 -11.234908333333333 TNS 2020abjl ZTF20acumxrh 2020abjl SNIa 0.07 -0.055442552057527905 0.46028636235857334 0.057260834734297106 0.1803204459608594 0.46028636235857334 0.7904876836482835 13.04723565917059 13.04723565917059 37.84946574099765 37.84946574099765 59192.29403939983 59179.3165972 17.99918024339063 17.99918024339063 18.218634650880038 0.989093632257802 3.2311071174152692 13.533419828814889 76.53801145 -11.23738158 0.017769757720580204 17.106463490152358 17.635227850437165 17.425297164201737 1.0 """""" """""" """""" """""" 3 False True all False False 0 0.7 10.581133270450978 76.53224962 -11.23408073 0.4795398689614331 22.733089193296433 23.64 23.572904856920243 0.5 False False 0.3 0.7 1.5 0.02 8 3 12.977442199829966 13.533419828814889 3.2311071174152692 0.20993068623542754 4.188477613716804 -0.3639523929534647 -0.7933374866783005 False 0.07 Inputed -19.276531300710758 -19.495985708200166 """""" """""" """"""
-0.013770927314663998 0.4633665872208226 -4.951863819318349 18.894991394583847 5437.766192155858 129.2051941395035 51 23 23 73.74855320015922 36 True True 2020dyu 184.91304166666 33.040395499999 SNII 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 184.91304166666 33.040395499999 TNS 2020dyu ZTF20aasfhia 2020dyu SNII 0.05 0.010611000467640963 0.5097280832669853 0.12088509244593482 0.24044527246672232 0.5097280832669853 0.8234593732946998 53.85005350295026 53.85005350295026 19.898499697208962 19.898499697208962 58915.45089119999 58912.50844909996 18.503567064229983 18.503567064229983 18.915604428671035 3.677740242859091 1.1064842212771413 1.4388714984658704 184.913088747041 33.0399977668202 0.01497640690805635 21.45205440723598 21.873212444730402 21.529005605740547 0.8416666666666667 """""" """""" """""" """""" 0 False True all False False 0 1.1064842212771413 1.4388714984658704 184.913088747041 33.0399977668202 0.01497640690805635 21.45205440723598 21.873212444730402 21.529005605740547 0.8416666666666667 False False 0.3 0.7 1.5 0.02 8 3 2.9424421000294387 1.4388714984658704 1.1064842212771413 0.34420683898985516 1.3003994732117161 3.369645380500419 2.6134011770695125 False 0.05 Inputed -17.83893420250424 -18.250971566945292 """""" """""" """"""
-0.0018106072300678668 0.4211392118679174 -11.589084260802764 18.68145333909746 4371.4379029233805 190.4076212195859 55 38 38 72.86303249979392 49 True True 2020fbj 191.94592916666664 22.28624166666667 SNII 0.0339 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 191.94592916666664 22.28624166666667 TNS 2020fbj ZTF20aatqidk 2020fbj SNII 0.0339 0.3849195425148437 0.7942168849546718 0.47946156073557944 0.5790495263716089 0.7942168849546718 1.0322439622126751 485.01674160731784 485.01674160731784 -412.1537091075239 -412.1537091075239 58955.28934030002 58936.30881940015 18.58675184302968 18.718634171708906 18.58675184302968 0.9939676477057987 2.356045290122491 0.6031757854006435 191.946088388374 22.2863214607168 0.0020130258125830025 17.255699560668468 17.872685182664394 17.47060601955533 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.356045290122491 0.6031757854006435 191.946088388374 22.2863214607168 0.0020130258125830025 17.255699560668468 17.872685182664394 17.47060601955533 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 18.980520899873227 0.6031757854006435 2.356045290122491 0.40207916310906455 0.25601196544455407 -0.845948989044512 -1.1161458234743513 False 0.0339 Inputed -17.31552582556662 -17.183643496887395 """""" """""" """"""
-0.16934416116435774 0.3141096357504265 -7.041989116384639 19.1136224206182 5158.160933885964 209.34289969754764 22 15 15 32.94237269973382 95 True True 2021gyh 195.9661083333333 -3.451752777777778 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 195.9661083333333 -3.451752777777778 TNS 2021gyh ZTF21aaqprjz 2021gyh SNIa 0.08 0.0780830116063882 0.3820461391858565 0.1485580075796875 0.22262031499040802 0.3820461391858565 0.5574918422037598 11.73325962472122 11.73325962472122 21.209113075012603 21.209113075012603 59304.26850689994 59292.33148150006 18.719643114797933 18.719643114797933 18.88663060990815 1.500420124488383 4.079820398210304 11.04513175437692 195.964648264627 -3.45445261530348 0.001679117357588189 14.22285549642682 15.484266840139627 14.617026336756945 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 10.236559144587023 195.96889792 -3.45232884 0.2028832923889884 21.426602398389576 20.78491076667309 22.177814966273306 0.95 False False 0.3 0.7 1.5 0.02 8 3 11.937025399878621 11.04513175437692 4.079820398210304 0.867240503382682 2.7072593095573745 -3.2353762746583055 -4.269604273151204 False 0.08 Inputed -18.90330341216323 -19.070290907273446 """""" """""" """"""
-0.19348870261644147 0.16365337529860807 -11.221084908285222 17.639541859211164 5079.281129001915 124.41373183137797 63 44 44 66.87901620008051 60 True True 2020zpi 40.08520833333333 -1.4468611111111112 SNIa 0.03726 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 40.08520833333333 -1.4468611111111112 TNS 2020zpi ZTF20acqksdi 2020zpi SNIa 0.03726 0.18561433334435407 0.7742324783429844 0.31554518648487573 0.4564812764809858 0.7742324783429844 1.145181437629013 17.1086640683097 17.1086640683097 49.770352131770814 49.770352131770814 59184.29142360017 59165.31625000015 17.07396796800063 17.141974664631427 17.07396796800063 4.152150636282447 3.902757051558092 5.9580861153475775 40.08545275038415 -1.445224223048885 0.0014813995805641467 14.940560376733542 15.650126163330079 15.216223472402095 1.0 """""" """""" """""" """""" 2 False True all False False 0 0.7 1.17230599600874 40.08547163910115 -1.4470528297869651 0.004339493304346798 20.784721053671838 20.79299738040924 18.096093680883648 0.16666666666666666 False False 0.3 0.7 1.5 0.02 8 3 18.975173600018024 5.9580861153475775 3.902757051558092 0.43390269092798306 1.5266351547475752 -1.491848501301348 -1.857744495598535 False 0.03726 Inputed -19.03530829258611 -18.967301595955313 """""" """""" """"""
-0.17030328166731806 0.28516987724020704 -6.274386115881141 18.62656709936241 4772.315917344154 75.04397651270956 22 17 17 34.93758099991828 83 True False 2020vee 119.30866249999998 -5.203880555555556 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 119.30866249999998 -5.203880555555556 TNS 2020vee ZTF20achvmjr 2020vee SNIa 0.07 0.2746065504439059 1.4238313195478653 0.5087720348409768 0.7758520200662531 1.4238313195478653 2.253922823360856 8.0792493363872 8.0792493363872 26.858331663531082 26.858331663531082 59137.4856480998 59130.499282400124 18.389107531443692 18.485335729367847 18.389107531443692 2.6813326668635207 4.180046481581483 5.560820107099109 119.30997939 -5.20306442 0.0013183411592726513 14.72840512765646 15.94223910961151 14.701691338205338 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.180046481581483 5.560820107099109 119.30997939 -5.20306442 0.0013183411592726513 14.72840512765646 15.94223910961151 14.701691338205338 1.0 False False 0.3 0.7 1.5 0.02 8 3 6.986365699674934 5.560820107099109 4.180046481581483 1.2405477714061721 1.3303249453329578 -2.543096619756337 -3.687416193238354 False 0.07 Inputed -19.106058420147104 -19.00983022222295 """""" """""" """"""
-0.14862446009653857 0.17212097894577855 -6.4867199093159 16.739472577550377 4279.965620202377 122.4950948601017 35 21 21 67.89820599975064 35 True False 2019pmd 49.599167083333 -1.930460999999 SNIa 0.022019 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 49.599167083333 -1.930460999999 TNS 2019pmd ZTF19abwsecm 2019pmd SNIa 0.022019 0.40828432977757245 1.091671965894193 0.5593716731381662 0.7230624974701065 1.091671965894193 1.5216742067588491 21.33161747569296 21.33161747569296 46.566588524057686 46.566588524057686 58741.441192099825 58725.46180560021 16.34781055720251 16.67420759113148 16.34781055720251 3.6972176362178133 3.5910225691318125 4.532809833844805 49.59846978 -1.93150966 0.0006632856855716129 14.264605254936217 14.89289489736557 14.459060506725312 0.99 """""" """""" """""" """""" 0 False True all False False 0 3.5910225691318125 4.532809833844805 49.59846978 -1.93150966 0.0006632856855716129 14.264605254936217 14.89289489736557 14.459060506725312 0.99 False False 0.3 0.7 1.5 0.02 8 3 15.979386499617249 4.532809833844805 3.5910225691318125 0.43383439064025886 1.2622615833185045 -1.7813126937659103 -1.8887500504771992 False 0.022019 Inputed -18.61103262867057 -18.2846355947416 """""" """""" """"""
-0.14860071369933853 0.32795559642023653 -7.204934208331846 19.539340457226157 5794.6655724617085 179.32544075902518 31 13 13 14.999965300317854 43 True False 2021ljb 189.25020833333332 -5.533169444444445 SNIa 0.121 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 189.25020833333332 -5.533169444444445 TNS 2021ljb ZTF21aayysgs 2021ljb SNIa 0.121 -0.07103020366930934 0.2510053577807767 0.0024988383654864776 0.08054664914196863 0.2510053577807767 0.4420343348304172 11.277810151221106 11.277810151221106 3.722155149096748 3.722155149096748 59350.191145800054 59339.21090279985 19.119006085296377 19.119006085296377 19.123441198631795 0.7463916577595563 2.1825515928475863 2.972685299994566 189.25048306 -5.5339486 0.0028249189191008606 17.42344259877205 18.310586472201347 17.795419423544406 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.1825515928475863 2.972685299994566 189.25048306 -5.5339486 0.0028249189191008606 17.42344259877205 18.310586472201347 17.795419423544406 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.980243000201881 2.972685299994566 2.1825515928475863 0.5151670486569415 1.3620229229569267 -0.8084196130950296 -1.3280217750873895 False 0.121 Inputed -19.583450663065946 -19.587885776401365 """""" """""" """"""
-0.17137905408900336 0.38429353577030934 -6.576773202623876 17.737024319478337 5123.134258603133 193.61985168269965 30 13 13 30.98107639979571 91 True True 2021ix 155.11810416666668 53.85746388888889 SNIa 0.03231 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 155.11810416666668 53.85746388888889 TNS 2021ix ZTF21aabfson 2021ix SNIa 0.03231 0.08839784352178981 0.4221640387188117 0.16532334090905465 0.24647807107776742 0.4221640387188117 0.6169088989530813 11.072092156895497 11.072092156895497 19.908984242900214 19.908984242900214 59231.47344909981 59219.404895800166 17.529009951299273 17.573266365332678 17.529009951299273 0.5075598400179003 4.131294706356829 3.979532759866963 155.1181089430635 53.85635846671195 0.00041880115827774844 13.45710942543298 14.585435693699718 13.812385515422225 0.985 """""" """""" """""" """""" 0 False True all False False 0 4.131294706356829 3.979532759866963 155.1181089430635 53.85635846671195 0.00041880115827774844 13.45710942543298 14.585435693699718 13.812385515422225 0.985 False False 0.3 0.7 1.5 0.02 8 3 12.0685532996431 3.979532759866963 4.131294706356829 0.7730501782774937 0.9632652818845507 -2.9878306716329597 -3.7166244358770477 False 0.03231 Inputed -18.268105181757374 -18.223848767723968 """""" """""" """"""
-0.2183162250053006 0.6041808345952913 -10.374216020312018 14.546746000396288 6702.654921712216 290.6102582077156 27 15 15 21.061666700057685 110 True True 2018fvk 273.51841708333 21.887805 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 273.51841708333 21.887805 TNS 2018fvk ZTF18abtoccg 2018fvk CV 0.0 -0.24793520987223694 -0.08679161781252276 -0.20993965828446193 -0.17044639383730953 -0.08679161781252276 0.0033844298275980123 -8.00005720976486 -8.00005720976486 29.061723909822547 29.061723909822547 58369.21241899999 58369.146296299994 14.834180750276731 14.834180750276731 14.896725271639493 54.10474770046264 0.8377174494848182 0.045771730111687246 273.518417164031 21.88779228585105 0.00511328637615216 21.22670743619919 21.079892263183595 21.384586179814338 0.07222222222222223 """""" """""" """""" """""" 0 False True all False False 0 0.8377174494848182 0.045771730111687246 273.518417164031 21.88779228585105 0.00511328637615216 21.22670743619919 21.079892263183595 21.384586179814338 0.07222222222222223 False False 0.3 0.7 1.5 0.02 8 3 0.06612269999459386 0.045771730111687246 0.8377174494848182 -0.3046939166307432 0.054638625636646426 6.245711512906864 6.487860908174845 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.018676500685567393 0.35657968180130395 -19.6321266764253 18.911317301466966 4979.417373353143 106.78349842914686 77 69 69 71.93891200004146 79 True True 2020hln 297.75893749999994 62.724725 SNII 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 297.75893749999994 62.724725 TNS 2020hln ZTF20aavdcxo 2020hln SNII 0.06 0.372278390696966 1.1597567686062717 0.543139769119481 0.7304793079863856 1.1597567686062717 1.6717012926794226 57.600249979180674 57.600249979180674 14.338662020860781 14.338662020860781 58977.46825229982 58955.449513900094 18.72779625203311 18.884356241933848 18.72779625203311 0.9156466142055679 2.781138133524728 0.2053247677570992 297.758992958828 62.7247760591448 0.0017036744213914101 16.61890933172226 17.257522674913407 16.867530123312473 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.781138133524728 0.2053247677570992 297.758992958828 62.7247760591448 0.0017036744213914101 16.61890933172226 17.257522674913407 16.867530123312473 1.0 False False 0.3 0.7 1.5 0.02 8 3 22.018738399725407 0.2053247677570992 2.781138133524728 0.38999255160093327 0.07382760506644702 -1.6268335670204408 -1.8602661287206352 False 0.06 Inputed -18.42770472916469 -18.271144739263953 """""" """""" """"""
-0.032135927209658785 0.3825356792414649 -28.82329902090342 19.426146899649446 5899.047036194841 308.11024750199556 64 31 31 73.83327550021932 78 True True 2021ecs 264.03859166666666 69.16734444444445 AGN 0.182 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 264.03859166666666 69.16734444444445 TNS 2021ecs ZTF20acczeov 2021ecs AGN 0.182 -0.02471015032723045 0.16033361058127227 0.019193279348833414 0.06464197489758305 0.16033361058127227 0.2626894937398525 47.025912274078145 47.025912274078145 26.80736322614117 26.80736322614117 59274.45812499989 59228.51106479997 18.931556549314962 18.931556549314962 18.944101815191356 0.92030200283507 0.8310672843644348 0.4000474828428798 264.0382872601625 69.1673193730045 0.00040680099766510214 17.84018642616272 19.138008390529155 18.32926228011489 0.63 """""" """""" """""" """""" 0 False True all False False 0 0.8310672843644348 0.4000474828428798 264.0382872601625 69.1673193730045 0.00040680099766510214 17.84018642616272 19.138008390529155 18.32926228011489 0.63 False False 0.3 0.7 1.5 0.02 8 3 45.94706019992009 0.4000474828428798 0.8310672843644348 0.8087461104142655 0.48136593795629823 0.2064518412141929 -0.6148395350764666 False 0.182 Inputed -20.67330068000102 -20.685845945877414 """""" """""" """"""
-0.12804058699734416 0.23019514813027497 -6.822430231253593 18.509179767405005 5076.904802795577 131.91002369428543 41 28 28 41.93747689994052 32 True True 2021bsx 183.10586249999997 7.986686111111111 SNIa 0.0646 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 183.10586249999997 7.986686111111111 TNS 2021bsx ZTF21aagydov 2021bsx SNIa 0.0646 0.12782304240994335 0.657291319249758 0.24540001642921183 0.3724526829272783 0.657291319249758 0.9873783065237554 8.723235645797297 8.723235645797297 33.214241254143225 33.214241254143225 59253.48702549981 59249.41293979995 18.12048202649965 18.19782553168226 18.12048202649965 2.067792149098073 1.281471958088349 0.8751517380931559 183.105748652198 7.98690148380946 0.00022310912712675268 15.838699284769296 17.03621282949984 16.270976822107436 0.97 """""" """""" """""" """""" 0 False True all False False 0 1.281471958088349 0.8751517380931559 183.105748652198 7.98690148380946 0.00022310912712675268 15.838699284769296 17.03621282949984 16.270976822107436 0.97 False False 0.3 0.7 1.5 0.02 8 3 4.074085699860007 0.8751517380931559 1.281471958088349 0.7652360073924029 0.6829269517521663 -1.1616127021824205 -1.8495052043922158 False 0.0646 Inputed -19.19770895322007 -19.12036544803746 """""" """""" """"""
-0.07340641089485467 0.3413947139512803 -6.941637889071464 19.04617084015851 5961.051327644219 173.65235404170164 104 61 61 66.82142359996215 1947 True True 2020tis 359.3532624999999 25.063522222222222 SNIIn 0.0577 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 359.3532624999999 25.063522222222222 TNS 2020tis ZTF20abzjoxd 2020tis SNIIn 0.0577 -0.10694326091852702 0.21703313414370484 -0.03324659620046333 0.04516894640685365 0.21703313414370484 0.41048076821364887 23.552693776355824 23.552693776355824 43.26872982360632 43.26872982360632 59122.25437500002 59106.40067130001 18.574814652521944 18.574814652521944 18.71586448019722 0.28848051676618386 2.507906551786564 7.966424943539678 359.355682505228 25.06382465690455 0.004660018683771083 16.561934062762262 17.66045839747429 17.1619238802433 0.89 """""" """""" """""" """""" 40 False True all False False 0 0.7 0.5939510421598364 359.35341397 25.0634306 0.01746450525444565 23.107340557527543 23.414510676765442 24.12543569364548 0.5 False False 0.3 0.7 1.5 0.02 8 3 15.853703700006008 7.966424943539678 2.507906551786564 0.49853451723098985 3.176523837327437 -0.9143562550476538 -1.5539405999539184 False 0.0577 Inputed -18.35360757323691 -18.494657400912185 """""" """""" """"""
-0.14831160024693654 0.33873610100876006 -8.975960460314282 19.115560858750428 5267.676637855642 180.89608320475662 37 22 22 39.920277799945325 75 True True 2021wkf 12.39325833333333 40.05361666666666 SNIa 0.078 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 12.39325833333333 40.05361666666666 TNS 2021wkf ZTF21abshszs 2021wkf SNIa 0.078 0.07086775987341554 0.42639492555722214 0.15231889647303376 0.2385836170502884 0.42639492555722214 0.6360823360924783 13.194699364883686 13.194699364883686 26.72557843506164 26.72557843506164 59449.23927079979 59434.367662000004 18.724319764008687 18.724319764008687 18.78976771199673 0.48945394312620893 0.7 7.920520208542345 12.39395464 40.05575128 0.3250909923252304 22.81 23.817318827486037 23.57446309478283 0.15 """""" """""" """""" """""" 0 False True all False False 0 0.7 7.920520208542345 12.39395464 40.05575128 0.3250909923252304 22.81 23.817318827486037 23.57446309478283 0.15 False False 0.3 0.7 1.5 0.02 8 3 14.8716087997891 0.0 0.0 0.0 0.0 4.915680235991314 4.480232288003268 True 0.078 Inputed -18.94423742231444 -19.009685370302485 """""" """""" """"""
-0.10661973623744127 0.37939371636387786 -12.379586601508258 18.015378774948072 4748.918797561162 91.90009098843504 12 8 8 23.940624999813735 61 True True 2019bgn 124.64167125 -2.313897944444 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 124.64167125 -2.313897944444 TNS 2019bgn ZTF19aaljcsu 2019bgn SNIa 0.05 0.3692402048666885 1.3112858959726843 0.5689454882500087 0.7911372389805962 1.3112858959726843 1.9486362367774959 9.670378428085757 9.670378428085757 14.270246571727979 14.270246571727979 58556.187094899826 58543.22719909996 17.941734317532575 18.150915874419532 17.941734317532575 7.441000404844495 1.8467189821429186 0.8000231366290227 124.6414600177155 -2.313828379908405 0.001992995434272782 17.84468099897623 18.59411499545574 18.141025272476675 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.8467189821429186 0.8000231366290227 124.6414600177155 -2.313828379908405 0.001992995434272782 17.84468099897623 18.59411499545574 18.141025272476675 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 12.959895799867809 0.8000231366290227 1.8467189821429186 0.45308972297906536 0.43321325245743775 0.4431991210362085 0.1992909549441002 False 0.05 Inputed -18.8128043136427 -18.603622756755744 """""" """""" """"""
-0.1259523870229347 0.2600196910425864 -28.478633902561498 16.159962572707997 4502.8788451723485 246.52958845478759 46 42 42 72.87583329994231 61 True True 2020fvo 171.10165416666666 -8.269383333333334 SNIa 0.024 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 171.10165416666666 -8.269383333333334 TNS 2020fvo ZTF20aaullwp 2020fvo SNIa 0.024 0.4293583458225356 0.7456460389618549 0.5037708082871859 0.5812237943587881 0.7456460389618549 0.9234552458989214 -16.891667705165588 -16.891667705165588 89.7675010051079 89.7675010051079 58941.22836809978 58940.33590279985 16.270032092832672 16.350311732355635 16.270032092832672 8.188319932753995 1.7884287207676814 0.1870895762117498 171.101692304028 -8.269347606034815 0.0011557341548418254 17.268178710448744 18.01649522779703 18.50840029604435 0.9222222222222223 """""" """""" """""" """""" 0 False True all False False 0 1.7884287207676814 0.1870895762117498 171.101692304028 -8.269347606034815 0.0011557341548418254 17.268178710448744 18.01649522779703 18.50840029604435 0.9222222222222223 False False 0.3 0.7 1.5 0.02 8 3 0.8924652999266982 0.1870895762117498 1.7884287207676814 -0.49190506824731983 0.10461114498957597 1.6661834954413948 2.238368203211678 False 0.024 Inputed -18.87696354508239 -18.796683905559426 """""" """""" """"""
-0.2155422634727701 0.20295980176729433 -3.1910093112415128 18.728481988738135 4989.697647333647 114.22909854018434 21 11 11 41.9140625 49 True True 2019bfj 220.24314583333 23.152773999999 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 220.24314583333 23.152773999999 TNS 2019bfj ZTF19aalemmz 2019bfj SNIa 0.07 0.11822653505475955 0.7407617638336141 0.253928273598774 0.4023184244109288 0.7407617638336141 1.141542491514123 10.145583432366534 10.145583432366534 31.768479067633464 31.768479067633464 58547.35740739992 58541.41958330013 18.47953709963277 18.47953709963277 19.107562626068187 2.0117720061599 0.9460959483828303 0.6549051699565496 220.2431625537335 23.1525927326716 0.0013094229075724106 18.963262450815442 19.93424018149257 19.286368423974515 0.8099999999999999 """""" """""" """""" """""" 0 False True all False False 0 0.9460959483828303 0.6549051699565496 220.2431625537335 23.1525927326716 0.0013094229075724106 18.963262450815442 19.93424018149257 19.286368423974515 0.8099999999999999 False False 0.3 0.7 1.5 0.02 8 3 5.937824099790305 0.6549051699565496 0.9460959483828303 0.6478717575180539 0.6922185546571513 1.454703081859801 0.17880579790632822 False 0.07 Inputed -18.38760332552261 -19.015628851958027 """""" """""" """"""
-0.04270933349780311 0.2652874291881533 -33.223179701277864 18.394150809446664 4391.860222253599 319.749583265808 93 63 63 72.9801851999946 48 True True 2020tkl 121.38929999999999 56.56305833333333 SNII 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 121.38929999999999 56.56305833333333 TNS 2020tkl ZTF20abxkwbi 2020tkl SNII 0.03 0.45351836116178035 0.6960504591084913 0.5113866649734149 0.571068056789187 0.6960504591084913 0.8288404982066453 -2.1348005233678613 -2.1348005233678613 75.11498572336245 75.11498572336245 59092.5080093001 59092.48875000002 18.09799997688982 18.09799997688982 18.12413621372213 2.323100824831081 1.7178619345414097 0.3501609514605027 121.389463825841 56.563094554680504 0.0016892988848810075 17.864027248380186 18.446788465104106 18.12279449244261 0.942857142857143 """""" """""" """""" """""" 0 False True all False False 0 1.7178619345414097 0.3501609514605027 121.389463825841 56.563094554680504 0.0016892988848810075 17.864027248380186 18.446788465104106 18.12279449244261 0.942857142857143 False False 0.3 0.7 1.5 0.02 8 3 0.019259300082921982 0.3501609514605027 1.7178619345414097 0.32399397266149776 0.2038353283344506 0.34878848821428576 -0.0013417212795232558 False 0.03 Inputed -17.510661239903197 -17.536797476735508 """""" """""" """"""
-0.05872241472982252 0.39394095402361695 -25.073290318107823 19.022248738703325 7064.229591316039 150.06916992319884 32 14 14 48.88723380025476 56 True True 2020chm 145.51884666666 41.439845027777 SNII 0.0483 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 145.51884666666 41.439845027777 TNS 2020chm ZTF20aamoaim 2020chm SNII 0.0483 -0.15865938695055348 0.20678503630205824 -0.07686174561191095 0.011088102088848473 0.20678503630205824 0.431244687964913 -5.202724288322814 -5.202724288322814 54.089958088577575 54.089958088577575 58894.30818289984 58890.30130789988 18.500047220184285 18.500047220184285 18.74243792727847 5.887013669554789 1.4993085402284307 1.8358071153784556 145.518253461846 41.44009460955865 0.006588316975581265 19.611223844302298 19.894341534920933 19.78135067548275 0.95625 """""" """""" """""" """""" 0 False True all False False 0 1.4993085402284307 1.8358071153784556 145.518253461846 41.44009460955865 0.006588316975581265 19.611223844302298 19.894341534920933 19.78135067548275 0.95625 False False 0.3 0.7 1.5 0.02 8 3 4.006874999962747 1.8358071153784556 1.4993085402284307 0.11299085943818454 1.224435842337533 1.3942943147366478 1.0389127482042788 False 0.0483 Inputed -17.936114178370545 -18.17850488546473 """""" """""" """"""
-0.16561138971072198 0.283110779332059 -5.900462748360529 18.593213190845987 4345.11483815182 60.19875011039447 35 22 22 30.0200462997891 95 True True 2021bqg 219.66330416666662 52.584652777777784 SNIa 0.044665 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 219.66330416666662 52.584652777777784 TNS 2021bqg ZTF21aagtceu 2021bqg SNIa 0.044665 0.46230830979785154 2.160752568697074 0.7925637872625302 1.1800209634316516 2.160752568697074 3.485679018261802 13.682062785917319 13.682062785917319 16.337983513871784 16.337983513871784 59260.41053240001 59248.447754600085 18.36358521425627 18.63609534523158 18.36358521425627 1.097011980762491 3.796106486791455 15.047271123235916 219.659539443692 52.5811544812965 0.00281782773105943 14.365738049528598 15.356901162927151 14.749636473197043 0.9949999999999999 """""" """""" """""" """""" 13 False True all False False 0 2.144394486361433 4.333544288016662 219.66338575567352 52.5834500366689 0.019388963455433395 19.591356690796317 25.071457859511376 22.54355163329959 0.43333333333333335 False False 0.3 0.7 1.5 0.02 8 3 11.962777799926698 15.047271123235916 3.796106486791455 0.6072646897301084 3.963869605763923 -3.2791941823044297 -3.6139487410592253 False 0.044665 Inputed -18.143190626220832 -17.87068049524552 """""" """""" """"""
-0.10810228431469526 0.4919327232728595 -27.27002368606569 15.840416999301185 6875.31545113254 310.0260407689119 28 18 18 50.83469909988344 119 True False 2018fab 316.50282833333 29.165559305555 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 316.50282833333 29.165559305555 TNS 2018fab ZTF18ablvxkh 2018fab CV 0.0 -0.21843850601775117 -0.06358203605726231 -0.1817758936614311 -0.1437698246995467 -0.06358203605726231 0.022419643251289756 -20.707597020872043 -20.707597020872043 71.54229612075548 71.54229612075548 58337.3735301001 58337.3735301001 15.949790111974902 15.949790111974902 16.492520633373967 33.435919360220225 0.6968252240117655 4.712441695610135 316.50163005 29.16634585 0.09302968990242344 22.273716658258436 23.64 22.206518185567855 0.2833333333333333 """""" """""" """""" """""" 2 False True all False False 0 0.6968252240117655 2.1275762823005357 316.50240645 29.16602143 0.025087940955187515 22.23552666845322 24.92403557882309 23.271863345909118 0.016666666666666666 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.0 0.0 0.0 0.0 7.690209888025098 6.777479366626032 True 0.0 Inputed """""" """""" """""" """""" """"""
-0.1500261458376825 0.2930042028791012 -5.009787727485005 18.18049160349028 5510.745509179724 64.51732091984287 24 17 17 34.030451300088316 37 True True 2019gxh 180.5088425 22.121382111111 SNIa 0.0554 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 180.5088425 22.121382111111 TNS 2019gxh ZTF19aawupxb 2019gxh SNIa 0.0554 0.04664423387936267 1.256040182330306 0.2831178313779432 0.5599472434281196 1.256040182330306 2.1865335385049995 13.18578087946311 13.18578087946311 20.844670420625206 20.844670420625206 58649.19037039997 58639.1771644 17.819129073157526 17.819129073157526 17.850534382047115 2.048255441488707 1.6499082152076685 0.17081733505232932 180.50884581277802 22.1213347612009 0.00033065196515336126 15.832972410207987 17.01083171000719 16.2176058662951 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.6499082152076685 0.17081733505232932 180.50884581277802 22.1213347612009 0.00033065196515336126 15.832972410207987 17.01083171000719 16.2176058662951 0.975 False False 0.3 0.7 1.5 0.02 8 3 10.013205999974161 0.17081733505232932 1.6499082152076685 0.79322584371209 0.1035314167647981 -0.8082973631503378 -1.6329285157520168 False 0.0554 Inputed -19.1294490404704 -19.16085434935999 """""" """""" """"""
-0.045217449716538405 0.29307500162129463 -14.213317954116913 18.451862429180455 5068.514575051598 182.4612146585249 24 13 13 62.93546289997175 34 True True 2020ckv 165.86033041666 -1.540846694444 SNII 0.037 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 165.86033041666 -1.540846694444 TNS 2020ckv ZTF20aamxuwl 2020ckv SNII 0.037 0.16992200662017254 0.546754225337704 0.25644746610083047 0.34795069408544776 0.546754225337704 0.7681711031834197 24.864542143585634 24.864542143585634 38.070920756386116 38.070920756386116 58904.24969909992 58892.31460649986 18.128608721082514 18.277532178970247 18.128608721082514 4.473801742241242 4.273167066302481 7.845224552817508 165.862409597515 -1.540191583302805 0.0020247021451818004 14.91326243867159 15.99723802255869 15.315819974048138 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 3.722847186672835 165.860038755897 -1.54183886804036 0.13248660120469335 23.3244027450943 22.579090382404328 23.219508939347268 0.075 False False 0.3 0.7 1.5 0.02 8 3 11.93509260006249 7.845224552817508 4.273167066302481 0.6814180485105528 1.8359274119384912 -2.280294156411557 -2.812788747034377 False 0.037 Inputed -17.9653244781686 -17.816401020280868 """""" """""" """"""
-0.1486730143969659 0.3263445007952612 -6.83002977037928 18.841466816371714 4749.489027758249 185.54257265362872 33 18 18 31.944687499664724 45 True True 2021whj 2.302666666666666 -5.938805555555556 SNIa 0.079 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 2.302666666666666 -5.938805555555556 TNS 2021whj ZTF21abtuutw 2021whj SNIa 0.079 0.20709340998288184 0.5859637133898552 0.29425272016351656 0.3863113218675913 0.5859637133898552 0.807833636749983 11.706912392949633 11.706912392949633 20.23777510671509 20.23777510671509 59453.33656249987 59442.33159720013 18.588408846274746 18.72568148654383 18.588408846274746 0.8019484894472876 1.039572585274018 0.5546498853282308 2.30252941167609 -5.938876970746385 0.0002480405444602596 16.58342478639007 17.541085090208053 16.96467783573389 0.9550000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.039572585274018 0.5546498853282308 2.30252941167609 -5.938876970746385 0.0002480405444602596 16.58342478639007 17.541085090208053 16.96467783573389 0.9550000000000001 False False 0.3 0.7 1.5 0.02 8 3 11.004965299740434 0.5546498853282308 1.039572585274018 0.5764072544741623 0.5335364679533485 -1.1845963963357775 -1.6237310105408547 False 0.079 Inputed -19.17373531693675 -19.036462676667664 """""" """""" """"""
-0.15000745742728916 0.38693670267870517 -9.280868097204783 17.542268497323782 5685.5233678261175 143.77949496934912 14 10 10 32.04336810018867 71 True False 2020ftg 128.23632083333334 -5.666666666666667 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 128.23632083333334 -5.666666666666667 TNS 2020ftg ZTF20aaukudw 2020ftg SNIa 0.05 -0.014206433272779151 0.4186551562772678 0.082577200857326 0.18670973110791778 0.4186551562772678 0.6851281693389382 12.06782917263239 12.06782917263239 19.975538927556283 19.975538927556283 58956.16828700015 58941.149236099795 17.386677422503844 17.69705294940476 17.386677422503844 3.7140087317712354 2.474669320259437 3.0787469634902016 128.23643826 -5.66581948 0.004017677613243897 17.62810279443264 20.13311451830864 17.924391346096993 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.474669320259437 3.0787469634902016 128.23643826 -5.66581948 0.004017677613243897 17.62810279443264 20.13311451830864 17.924391346096993 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.019050900358707 3.0787469634902016 2.474669320259437 2.2087231722116485 1.2441043893361214 2.436061568903881 0.5377139235931487 False 0.05 Inputed -19.36786120867143 -19.057485681770515 """""" """""" """"""
-0.009715652029317361 0.21150079161521848 -16.087664545247776 19.005477408314526 3387.4478911135016 329.3408313356699 59 34 34 72.9639699999243 81 True False 2021eui 290.23246249999994 43.12073888888889 SNII 0.015471 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 290.23246249999994 43.12073888888889 TNS 2021eui ZTF21aaobkmg 2021eui SNII 0.015471 0.866273316250922 1.1525108786691547 0.9347694889283851 1.005274228795745 1.1525108786691547 1.3084008848687851 202.7131302602752 202.7131302602752 -129.7491602603509 -129.7491602603509 59335.39087959984 59276.489444400184 18.726125008909545 19.372566174593178 18.726125008909545 0.4105629118828189 10.677754101909153 13.498844709083246 290.23608065 43.12340081 0.0033497995226862143 13.528236690115929 22.38890595331192 13.6962511469841 1.0 """""" """""" """""" """""" 2 False True all False False 0 0.8654624000363433 5.319832010583107 290.23250191 43.12221634 0.022966974375314697 20.043092180347443 17.353524354553223 18.658191393327712 1.0 False False 0.3 0.7 1.5 0.02 8 3 58.90143519965932 13.498844709083246 10.677754101909153 8.69265480632782 1.264202619787778 3.0163397787187414 -5.029873861925445 False 0.015471 Inputed -15.46270069913947 -14.816259533455836 """""" """""" """"""
-0.16046131646085987 0.1845562831771616 -14.593786235556909 18.86845227768802 6014.32596191126 64.97694160857043 54 36 36 46.9220833000727 27 True True 2020mer 231.37126249999997 65.33527777777778 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 231.37126249999997 65.33527777777778 TNS 2020mer ZTF20abedydu 2020mer SNIa 0.08 0.1329557148794649 1.4026355607450363 0.3824372990998768 0.6735320490322536 1.4026355607450363 2.373439620497461 13.849420628864458 13.849420628864458 33.07266267120824 33.07266267120824 59026.239143500105 59008.326828700025 18.165376681953965 18.165376681953965 18.429592458497904 1.6823954540623556 0.7535556052603709 1.0917516618382792 231.37160699568 65.3355448027686 0.00348820862941579 20.44681792236328 21.618975577497483 20.91184003355503 0.9583333333333334 """""" """""" """""" """""" 1 False True all False False 0 0.9582234070435574 1.0915166376607663 231.37170629567999 65.3355178427686 0.005357162397879089 20.565669998042583 21.808782888388635 20.897888545048236 0.9833333333333334 False False 0.3 0.7 1.5 0.02 8 3 17.912314800079912 1.0917516618382792 0.7535556052603709 0.7071355439424529 1.4488003993561347 3.453598895543518 2.4822475750571265 False 0.08 Inputed -19.360341563573474 -19.624557340117413 """""" """""" """"""
-0.2078666237447151 0.2385054810463622 -8.54200301810109 18.2230389329311 5564.679140688967 133.36261375017108 31 23 23 64.01442130003124 91 True True 2020ase 225.23242499999998 8.580241666666666 SNIa 0.0555 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 225.23242499999998 8.580241666666666 TNS 2020ase ZTF20aahqbib 2020ase SNIa 0.0555 0.014245136706115602 0.4966376652364204 0.1212436733833826 0.2369598463751963 0.4966376652364204 0.7978057117610611 10.373725764136168 10.373725764136168 53.64069553589508 53.64069553589508 58884.463136599865 58872.44299770007 17.73494840725373 17.73494840725373 17.84113962625365 3.705215784368156 3.205469050768418 14.236611723065392 225.2289818607365 8.582253559507905 0.002499484180114697 14.409009658818245 15.234409096912145 14.424497133440973 0.975 """""" """""" """""" """""" 8 False True all False False 0 0.7 5.4005595684517 225.233381946196 8.57907757856135 0.4665952145453499 24.39013221221924 23.314053839859962 22.55383744128704 0.2 False False 0.3 0.7 1.5 0.02 8 3 12.020138899795711 14.236611723065392 3.205469050768418 0.8099119634711727 4.44135054732554 -2.5005393103415834 -3.4166424928126773 False 0.0555 Inputed -19.142810391589585 -19.249001610589506 """""" """""" """"""
-0.182545386722459 0.24886702097007093 -8.843087484943226 14.602466036461122 6052.177426995767 148.57510731290435 175 74 74 73.0139004997909 62 True False 2021win 76.58066666666664 22.5124 SNIa 0.013 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 76.58066666666664 22.5124 TNS 2021win ZTF21abuibjs 2021win SNIa 0.013 -0.10150674318360231 0.2870476018201913 -0.014499869694251544 0.07902542343338936 0.2870476018201913 0.525554791654951 15.779766923516704 15.779766923516704 57.2341335762742 57.2341335762742 59461.44906250015 59444.44533560006 13.956670659086381 13.956670659086381 14.24367171359146 16.810315145471673 1.722823396611341 1.0676261721247955 76.5809756 22.51248063 0.001777802138622775 17.816652104949952 18.134227422523498 17.87255497379303 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.722823396611341 1.0676261721247955 76.5809756 22.51248063 0.001777802138622775 17.816652104949952 18.134227422523498 17.87255497379303 1.0 False False 0.3 0.7 1.5 0.02 8 3 17.003726900089532 1.0676261721247955 1.722823396611341 0.2616724487304687 0.619695654368714 4.177556763437117 3.628883260201569 False 0.013 Inputed -19.565897043061547 -19.852898097566626 """""" """""" """"""
-0.09062598861585279 0.480211859340448 -7.806035956604963 18.343204335051663 4020.803765261491 239.15003279175698 40 19 19 42.90704860026017 58 True True 2020abpu 354.003375 46.750030555555554 SNIa 0.046 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 354.003375 46.750030555555554 TNS 2020abpu ZTF20acvchhw 2020abpu SNIa 0.046 0.4847667382237262 0.8214592786177697 0.5638608314412537 0.6462665531913174 0.8214592786177697 1.011285566130077 16.171263799645843 16.171263799645843 26.735784800614326 26.735784800614326 59204.13055559993 59188.24726849981 18.083924557878476 18.631512397119398 18.083924557878476 1.6466639916823318 2.8621941914686237 3.1427297470442617 354.0021018708315 46.7500643613405 0.0010955353053573313 15.61688551961899 16.522577766284943 15.942134308395387 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.8621941914686237 3.1427297470442617 354.0021018708315 46.7500643613405 0.0010955353053573313 15.61688551961899 16.522577766284943 15.942134308395387 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 15.883287100121379 3.1427297470442617 2.8621941914686237 0.5804434578895563 1.0980141586520697 -2.1089346308344545 -2.1417902494830887 False 0.046 Inputed -18.48749518519066 -17.939907345949738 """""" """""" """"""
-0.08884482339396753 0.32606462181727425 -29.758867609407357 18.394667044349532 4184.035361387601 182.68260062148826 18 16 16 67.95055550010875 52 True True 2019enp 320.55933291666 5.7885 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 320.55933291666 5.7885 TNS 2019enp ZTF19aatvmbo 2019enp SNIa 0.06 0.6600582875289973 1.153399437646339 0.7738759633020535 0.8938520305245525 1.153399437646339 1.4410936968887782 21.82829077524587 21.82829077524587 46.12226472486288 46.12226472486288 58640.46416669991 58601.49068289995 18.60906423518689 18.683358959292594 18.60906423518689 2.8050117942761017 2.3886952453103607 6.185510460551955 320.558627525714 5.78693166146655 0.006396345975373974 17.469626975591183 18.217605180597303 17.768533066761492 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.3886952453103607 6.185510460551955 320.558627525714 5.78693166146655 0.006396345975373974 17.469626975591183 18.217605180597303 17.768533066761492 1.0 False False 0.3 0.7 1.5 0.02 8 3 38.97348379995674 6.185510460551955 2.3886952453103607 0.44907211383581114 2.589493353200139 -0.4657537786952908 -0.8405311684253967 False 0.06 Inputed -18.54643674601091 -18.472142021905206 """""" """""" """"""
-0.1504792268494957 0.3605028307219923 -5.870838174134203 19.140654228994443 5842.719787186726 182.3969501413956 28 12 12 20.914236099924892 48 True True 2019lfe 224.79933624999 48.349196055555 SNIa 0.092 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 224.79933624999 48.349196055555 TNS 2019lfe ZTF19abfdsbu 2019lfe SNIa 0.092 -0.09163402322113257 0.21896567013125434 -0.020637929519963905 0.0546675156790144 0.21896567013125434 0.40284447627918496 9.783011672224172 9.783011672224172 11.13122442770072 11.13122442770072 58682.17665510019 58673.30284720007 18.746112715686394 18.746112715686394 18.847472532119824 0.46642099032411855 1.7287962182189944 4.623996938037335 224.80013342598852 48.3480259671919 0.0072030509606890725 18.42347810377836 19.097739658602478 18.681474191023113 0.9899999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.7287962182189944 4.623996938037335 224.80013342598852 48.3480259671919 0.0072030509606890725 18.42347810377836 19.097739658602478 18.681474191023113 0.9899999999999999 False False 0.3 0.7 1.5 0.02 8 3 8.873807900119573 4.623996938037335 1.7287962182189944 0.41626546757936467 2.674691724395936 0.3516269429160843 -0.16599834109671008 False 0.092 Inputed -19.25156207028255 -19.35292188671598 """""" """""" """"""
-0.13114559854945038 0.4305336002609245 -10.104456991571375 19.159144062756127 5441.07791535167 146.12611536908324 37 18 18 27.958668999839574 37 True True 2020aeuh 188.96606666666665 37.70344444444445 SNIa 0.126 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 188.96606666666665 37.70344444444445 TNS 2020aeuh ZTF20acyroke 2020aeuh SNIa 0.126 0.05259055688322789 0.4991790020291553 0.15276680397796838 0.2603220911898205 0.4991790020291553 0.7726233476659665 10.269393537477008 10.269393537477008 17.689275462362566 17.689275462362566 59217.44375000009 59203.495810199995 18.968173664317582 18.968173664317582 19.090291023246884 0.938033650291067 0.9223138322047179 3.2124327146412437 188.96592498072852 37.7043297176944 0.0017158250210681514 17.699988839967848 18.99963865579724 18.096523685145378 1.0 """""" """""" """""" """""" 0 False True all False False 0 0.9223138322047179 3.2124327146412437 188.96592498072852 37.7043297176944 0.0017158250210681514 17.699988839967848 18.99963865579724 18.096523685145378 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.947939800098538 3.2124327146412437 0.9223138322047179 0.9031149706518633 3.4830147857179794 0.03146499147965898 -0.993767338101506 False 0.126 Inputed -19.706649660255273 -19.828767019184575 """""" """""" """"""
-0.15316596600939644 0.3685390562697604 -2.9781328394550552 18.12456522223753 5287.9283402101355 186.29517487614442 26 10 10 20.105023100040853 58 True False 2019ukw 90.67325833333332 6.874911111111111 SNIa 0.071 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 90.67325833333332 6.874911111111111 TNS 2019ukw ZTF19acqupbp 2019ukw SNIa 0.071 0.01829320246580224 0.3493419148647412 0.09426178810170072 0.17463470896367994 0.3493419148647412 0.5439895380720188 11.58125901518174 11.58125901518174 8.523764084859113 8.523764084859113 58799.35813659988 58791.31591439992 17.806182597423934 17.832520670309616 17.806182597423934 0.6038148921816213 3.1856929569052403 2.9078414315081695 90.67267345 6.87547258 0.0012224059831662526 15.577033032798766 16.69651581916809 15.905507055473329 0.96 """""" """""" """""" """""" 0 False True all False False 0 3.1856929569052403 2.9078414315081695 90.67267345 6.87547258 0.0012224059831662526 15.577033032798766 16.69651581916809 15.905507055473329 0.96 False False 0.3 0.7 1.5 0.02 8 3 8.042222199961543 2.9078414315081695 3.1856929569052403 0.7910087636947623 0.9127814484459948 -1.136004851141525 -1.900675541950605 False 0.071 Inputed -19.720271212798387 -19.693933139912705 """""" """""" """"""
-0.1444338249953369 0.2768442911203297 -6.050430084310873 18.683176142595535 5526.1454368821305 208.07363489566436 32 21 21 64.91600689990446 64 True True 2019uhl 120.75948333333334 33.50507777777778 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 120.75948333333334 33.50507777777778 TNS 2019uhl ZTF19acnqsui 2019uhl SNIa 0.08 -0.02360642646919686 0.2599765139228154 0.042010463394461794 0.11105938804675475 0.2599765139228154 0.4242348192602208 13.764795631455302 13.764795631455302 51.15121126844916 51.15121126844916 58798.43724540016 58787.513981500175 18.275546659503917 18.310714209810342 18.275546659503917 0.7448992310487624 2.7501525731001077 51.84357569426947 120.75650755884399 33.490892197236505 0.038588674887823804 14.861533269972803 16.190526957633494 15.336286493270396 0.97 """""" """""" """""" """""" 44 False True all False False 0 0.6608813280031272 10.869209773047952 120.75810890230349 33.50787104253345 0.4205025496734639 22.429327476216553 24.37493298002243 22.759808289642333 0.0 False False 0.3 0.7 1.5 0.02 8 3 10.923263899981976 0.0 0.0 0.0 0.0 5.329285790189658 4.994453340496083 True 0.08 Inputed -19.51438736256746 -19.479219812261036 """""" """""" """"""
-0.14124747483183178 0.565153661291065 -5.216525827129903 18.112103082586767 5750.235299368596 122.38189850478739 23 11 11 24.009687499608845 98 True False 2019ujs 292.55125416666664 48.146322222222224 SNIa 0.062 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 292.55125416666664 48.146322222222224 TNS 2019ujs ZTF19aclkbqc 2019ujs SNIa 0.062 -0.057982114169380594 0.4463890168343312 0.05248318444768785 0.17292842102949635 0.4463890168343312 0.7680983288535472 11.807500731496447 11.807500731496447 12.202186768112398 12.202186768112398 58801.09377310006 58788.10987270018 17.876810618175682 17.876810618175682 17.987938941464776 1.593680640107741 2.570445682438361 1.3654519884580454 292.55182207 48.14630548 0.0010623283433071062 16.11632388932705 17.26884887371063 16.529322253274916 0.9700000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.570445682438361 1.3654519884580454 292.55182207 48.14630548 0.0010623283433071062 16.11632388932705 17.26884887371063 16.529322253274916 0.9700000000000001 False False 0.3 0.7 1.5 0.02 8 3 12.983900399878621 1.3654519884580454 2.570445682438361 0.7395266204357149 0.531212154291764 -0.6079617444650509 -1.45861668818986 False 0.062 Inputed -19.23976036969223 -19.350888692981325 """""" """""" """"""
-0.11250835008521287 0.3035551131091017 -7.317554936697722 17.993892745321233 4288.977148129834 253.9394288161945 57 45 45 67.83964119991288 82 True True 2020sai 48.34520833333333 6.635 SNIb 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 48.34520833333333 6.635 TNS 2020sai ZTF20abvquuo 2020sai SNIb 0.03 0.3622650590219365 0.6573523736178863 0.43178006755882237 0.5040750395007016 0.6573523736178863 0.8228262354821183 16.26327351162934 16.26327351162934 51.57636768828354 51.57636768828354 59095.435636600014 59082.45128470007 17.575248564077697 17.806233389791977 17.575248564077697 2.6047327819206147 1.1877122408376966 0.407660769608583 48.34515557902205 6.63510038541716 0.001480305180729502 18.63686085685253 18.889817286672592 18.72591895479202 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.1877122408376966 0.407660769608583 48.34515557902205 6.63510038541716 0.001480305180729502 18.63686085685253 18.889817286672592 18.72591895479202 0.975 False False 0.3 0.7 1.5 0.02 8 3 12.98435189994052 0.407660769608583 1.1877122408376966 0.16389833188057068 0.34323193412661873 1.083583896880615 1.1506703907143248 False 0.03 Inputed -18.05954888954763 -17.82856406383335 """""" """""" """"""
-0.004570692495260872 0.3678535305289653 -10.747749591358929 18.940785651395814 4472.339414481907 306.91922647871024 40 31 31 73.89493060018867 45 True True 2019bir 174.89324541666 13.948309944444 SNII 0.0365 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 174.89324541666 13.948309944444 TNS 2019bir ZTF19aakzash 2019bir SNII 0.0365 0.30164276422402736 0.5340860410714114 0.35694375661461564 0.41408657978410446 0.5340860410714114 0.6620323963446921 227.97579369338303 227.97579369338303 -154.08086309319435 -154.08086309319435 58558.21910879994 58538.296203699894 18.717182085884673 18.807411108155513 18.717182085884673 0.7847892485760193 2.893270819929561 23.867053157003102 174.8877504279605 13.9522486527663 0.012915970552737188 15.38522042941928 16.053649101563693 15.612248751926423 0.9949999999999999 """""" """""" """""" """""" 10 False True all False False 0 0.7 6.908053609045225 174.8912744532455 13.9481576074946 0.11437158125370794 21.611554781270026 22.088998574848176 21.14566910652161 0.8625 False False 0.3 0.7 1.5 0.02 8 3 19.922905100043863 23.867053157003102 2.893270819929561 0.44140034963727004 8.249159737346732 -2.7537620065918205 -3.1049333339582503 False 0.0365 Inputed -17.34694228040669 -17.25671325813585 """""" """""" """"""
-0.09808362860686237 0.32937365165381427 -8.09717243169542 17.98663544007855 4595.583010930215 154.8912894191746 49 24 24 65.02431709971279 56 True False 2020cgu 111.951 20.401531 SNIc 0.027189 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 111.951 20.401531 TNS 2020cgu ZTF20aammtwx 2020cgu SNIc 0.027189 0.2851550138310799 0.7718780034588058 0.39541809254497196 0.5130378522300916 0.7718780034588058 1.0649896829591832 12.286801017486425 12.286801017486425 52.737516082226364 52.737516082226364 58899.23391199997 58890.172546300106 17.67972936964119 17.906177639861816 17.67972936964119 5.377385097984912 7.332317898794377 12.550673130958527 111.94958032 20.39830863 0.0033207408890223444 14.225235935115814 16.06776185553074 14.571820857048035 0.99 """""" """""" """""" """""" 0 False True all False False 0 7.332317898794377 12.550673130958527 111.94958032 20.39830863 0.0033207408890223444 14.225235935115814 16.06776185553074 14.571820857048035 0.99 False False 0.3 0.7 1.5 0.02 8 3 9.061365699861199 12.550673130958527 7.332317898794377 1.4959409984827055 1.7116924421705968 -1.838415784331076 -3.1079085125931556 False 0.027189 Inputed -17.73991051789536 -17.513462247674735 """""" """""" """"""
-0.04006105430322914 0.561248481012104 -14.358111104057647 18.676865446095803 6077.150397984049 208.65174757172366 93 48 48 74.77188660018146 68 True True 2019eot 270.1247529 50.2953602 SLSN-I 0.3057 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 270.1247529 50.2953602 TNS 2019eot ZTF19aarphwc 2019eot SLSN-I 0.3057 -0.09503845047921544 0.17166463983370406 -0.0333907282424768 0.03152517137911559 0.17166463983370406 0.32642179273574357 35.84585146436011 35.84585146436011 38.92603513582135 38.92603513582135 58641.21854169993 58605.43236109987 18.410278135565243 18.410278135565243 18.538759860665706 0.4783033154752012 0.8629718210703335 12.912630366316632 270.12223882943204 50.2921530488654 0.4248187171258473 21.98981783100605 23.90283824523926 23.488320113224983 0.5249999999999999 """""" """""" """""" """""" 0 False True all False False 0 0.8629718210703335 12.912630366316632 270.12223882943204 50.2921530488654 0.4248187171258473 21.98981783100605 23.90283824523926 23.488320113224983 0.5249999999999999 False False 0.3 0.7 1.5 0.02 8 3 35.78618060005829 0.0 0.0 0.0 0.0 5.229721864434758 4.731240139334293 True 0.3057 Inputed -22.242733334643685 -22.37121505974415 """""" """""" """"""
-0.12184022119613747 0.285043152197176 -4.171671930688888 18.593770472692817 4270.757505477135 189.92812321343553 29 10 10 11.975081000011414 103 True False 2021re 350.580625 50.157399999999996 SNIbc 0.029837 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 350.580625 50.157399999999996 TNS 2021re ZTF21aabqtsd 2021re SNIbc 0.029837 0.35778050475826007 0.7619886839705927 0.45110402716183984 0.5494386604635011 0.7619886839705927 0.9972395106649401 16.067607716959014 16.067607716959014 -4.092526716947599 -4.092526716947599 59229.11719910009 59219.179236100055 18.26522796677139 18.746348193974818 18.26522796677139 1.0117352960098829 4.562220918785639 0.9356775621098374 350.58069012 50.15714346 0.000874965972891717 14.426682693195342 20.332380386066436 18.96839760799408 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.562220918785639 0.9356775621098374 350.58069012 50.15714346 0.000874965972891717 14.426682693195342 20.332380386066436 18.96839760799408 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.93796300003305 0.9356775621098374 4.562220918785639 1.363982778072355 0.20509255881429211 1.5860321920916185 0.70316964122269 False 0.029837 Inputed -17.357651278993963 -16.876531051790536 """""" """""" """"""
-0.17741540591046154 0.2123135207406127 -7.879554452596226 16.90327995701697 5897.763769064891 122.6772742799034 54 39 39 66.89657410001382 46 True False 2020zkt 149.4542083333333 -13.629480555555556 SNIa 0.02 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 149.4542083333333 -13.629480555555556 TNS 2020zkt ZTF20acpyaap 2020zkt SNIa 0.02 -0.06279347448306538 0.43821480373507526 0.046954907523019784 0.1666050246040527 0.43821480373507526 0.7576733531807598 12.898029433951262 12.898029433951262 53.99854466606256 53.99854466606256 59177.52393520018 59165.4811689998 16.29651586504068 16.29651586504068 16.484137084080974 6.841481444462997 4.300700045650998 2.7149291369445834 149.45395174 -13.62876883 0.005116368777072666 16.797791316986086 17.474513677048684 17.003877761888504 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.300700045650998 2.7149291369445834 149.45395174 -13.62876883 0.005116368777072666 16.797791316986086 17.474513677048684 17.003877761888504 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.042766200378537 2.7149291369445834 4.300700045650998 0.4706359151601802 0.6312760964787593 1.1779978120080052 0.5197406778075297 False 0.02 Inputed -18.26475768440512 -18.452378903445414 """""" """""" """"""
-0.12496632570849639 0.39776775438894785 -4.833278253121579 19.18994859309084 3681.8355906570714 229.9801091094123 40 12 12 19.979872700292617 59 True False 2021pat 308.7186583333333 -19.58971111111111 SNIIb 0.031779 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 308.7186583333333 -19.58971111111111 TNS 2021pat ZTF21abfqxtg 2021pat SNIIb 0.031779 0.6318688882857089 1.0100704250701256 0.7205712646029241 0.8130818122746 1.0100704250701256 1.2239805006963778 8.502091997210675 8.502091997210675 11.477780703081942 11.477780703081942 59382.357152800076 59376.39886569977 18.90117945577674 19.34329031422587 18.90117945577674 1.6323197968268601 5.591198685277393 2.3770795342829456 308.71881136 -19.59035548 0.0027594135089327176 15.359795192551612 16.10951892209053 15.578922443914413 1.0 """""" """""" """""" """""" 0 False True all False False 0 5.591198685277393 2.3770795342829456 308.71881136 -19.59035548 0.0027594135089327176 15.359795192551612 16.10951892209053 15.578922443914413 1.0 False False 0.3 0.7 1.5 0.02 8 3 5.958287100307643 2.3770795342829456 5.591198685277393 0.5305964781761165 0.4251466757105615 -3.233771392135342 -3.3222570118623285 False 0.031779 Inputed -16.859667800455185 -16.417556942006055 """""" """""" """"""
-0.21334329320756612 0.2920288225039461 -9.33101126692341 18.667075388028714 3708.4976569710448 66.37305923257126 29 8 8 17.043900500051677 88 True True 2020jns 183.47548333333333 55.91663055555556 SNIa 0.03106 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 183.47548333333333 55.91663055555556 TNS 2020jns ZTF20aaywban 2020jns SNIa 0.03106 0.8689121134925024 2.668554170796682 1.229427613256977 1.644610412654039 2.668554170796682 4.008078347640819 7.451076123958213 7.451076123958213 9.592824376093464 9.592824376093464 58991.2119907001 58980.19949069992 18.54639758836823 19.035717409314195 18.54639758836823 13.39769946098987 1.7764133350600837 4.219710467511731 183.4773533214965 55.917155679890996 0.00040757662064305755 14.759383373074234 15.944729204479456 15.210158386043311 0.9549999999999998 """""" """""" """""" """""" 1 False True all False False 0 0.7 4.14522811670122 183.476576498305 55.9176055237591 0.3096900182962612 24.334830621185898 23.72405329105854 21.87395402198434 0.06666666666666667 False False 0.3 0.7 1.5 0.02 8 3 11.012500000186265 4.219710467511731 1.7764133350600837 0.7345708184361452 2.3754102630450067 -3.090988204834739 -3.3362392023249186 False 0.03106 Inputed -17.164370345621005 -16.67505052467504 """""" """""" """"""
-0.021731045783555617 0.5640805346858254 -21.703920538289 19.057003680551635 5197.5517240579065 125.40994539620407 55 48 48 71.78956020018086 92 True True 2020hvw 269.62470416666656 23.939241666666668 SNII 0.093 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 269.62470416666656 23.939241666666668 TNS 2020hvw ZTF20aavkomc 2020hvw SNII 0.093 0.28135024200341974 0.8999958629202638 0.41827037993000715 0.5665258549194903 0.8999958629202638 1.2882813423095207 24.674876731233667 24.674876731233667 47.11468346894719 47.11468346894719 58976.49519680021 58956.4638772998 18.693132185900673 18.693132185900673 18.856842948636473 2.3018898661154257 0.7588118810457131 6.224512882907408 269.6265153121695 23.9397410625959 0.14441176817365364 22.191880512120726 22.52105255013466 22.13190022878647 0.3 """""" """""" """""" """""" 1 False True all False False 0 0.7588118810457131 4.6383904123679685 269.62352339423603 23.93853781468565 0.004097317100815068 18.121418380966187 18.879881315402983 18.294196117944715 0.0 False False 0.3 0.7 1.5 0.02 8 3 20.031319500412792 0.0 0.0 0.0 0.0 4.946867814099328 4.413157051363527 True 0.093 Inputed -19.26612717927213 -19.42983794200793 """""" """""" """"""
-0.10348571716917505 0.38235036344338164 -9.551456106924682 18.866174289490964 4916.936808446352 153.87711947882133 27 14 14 29.018055600114167 32 True True 2019ldm 201.98085124999 15.748936805555 SNIa 0.078 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 201.98085124999 15.748936805555 TNS 2019ldm ZTF19abdmdow 2019ldm SNIa 0.078 0.19239783323344284 0.6554286766111446 0.29708570273628254 0.4089065115392785 0.6554286766111446 0.9351650088592756 20.71642256767686 20.71642256767686 8.301633032437305 8.301633032437305 58686.17190970015 58665.19437499996 18.744082606947746 18.744082606947746 18.792849873638872 0.7951823153858195 2.198854607997195 2.4060235292037726 201.9815070631915 15.7487170973597 0.003413909459043296 17.81031048250675 18.666601356184483 18.118129485681056 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.198854607997195 2.4060235292037726 201.9815070631915 15.7487170973597 0.003413909459043296 17.81031048250675 18.666601356184483 18.118129485681056 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 20.97753470018506 2.4060235292037726 2.198854607997195 0.5484718705034268 1.094216743777923 -0.07748125076326318 -0.6747203879578159 False 0.078 Inputed -18.9411552606723 -18.989922527363426 """""" """""" """"""
-0.06970627326407723 0.4924567733201108 -13.243781751187118 18.906793980843467 6036.835212741381 177.2713855960848 25 21 21 54.80870369961485 29 True True 2019bie 220.65833291666 56.136369 SLSN-II 0.117 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 220.65833291666 56.136369 TNS 2019bie ZTF19aakphow 2019bie SLSN-II 0.117 -0.07920278973258732 0.2448263393605714 -0.005308605449165782 0.07318885672545505 0.2448263393605714 0.4374522644829 15.689906585462879 15.689906585462879 39.118797114151974 39.118797114151974 58560.26428239979 58541.49250000017 18.54422673834464 18.54422673834464 18.81222311410969 0.36973291903778016 0.9550617834106112 17.548837411879873 220.6641973811 56.1399863271916 0.10712216531741403 19.103694032696783 19.816283852778078 19.36036276987553 0.875 """""" """""" """""" """""" 2 False True all False False 0 0.7247926916506565 8.727930119484933 220.6622417738275 56.1374338516334 0.30709140421529546 22.46799006180823 23.295647683565615 22.186447333170175 0.55 False False 0.3 0.7 1.5 0.02 8 3 18.77178239962086 0.0 0.0 0.0 0.0 5.09577326165536 4.457776885890311 True 0.117 Inputed -19.81995285750225 -20.0879492332673 """""" """""" """"""
-0.1182153993736013 0.23275544641055262 -24.681647816105126 18.022437270034658 4285.8804871305765 206.92274828160197 34 34 34 57.001504600048065 42 True False 2020sbe 94.81699999999998 52.33788888888889 SNIa 0.048 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 94.81699999999998 52.33788888888889 TNS 2020sbe ZTF20abxxvzp 2020sbe SNIa 0.048 0.5274794124149871 0.9304876100954154 0.6212635952875232 0.719574199626372 0.9304876100954154 1.1617340429581375 -10.34289735469748 -10.34289735469748 67.34440195474555 67.34440195474555 59094.43223380018 59092.424930599984 17.892034794350373 18.162599847327407 17.892034794350373 1.684359389825077 4.735629581951605 2.291701302714801 94.81595818 52.33788294 0.002240234521840856 15.50555998454094 16.053482778167723 15.662828014087676 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.735629581951605 2.291701302714801 94.81595818 52.33788294 0.002240234521840856 15.50555998454094 16.053482778167723 15.662828014087676 1.0 False False 0.3 0.7 1.5 0.02 8 3 2.007303200196475 2.291701302714801 4.735629581951605 0.39065476408004685 0.48392748272561587 -2.1091170691596837 -2.2292067802626967 False 0.048 Inputed -18.772833550668533 -18.5022684976915 """""" """""" """"""
-0.12251501181265581 0.33306498578381816 -4.863411392158135 18.677416006794147 5514.74589703097 140.82899575119268 29 18 18 63.929132000077516 81 True True 2019ujd 128.807375 11.57776111111111 SNIa 0.084 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 128.807375 11.57776111111111 TNS 2019ujd ZTF19acokufi 2019ujd SNIa 0.084 -0.013559493076549245 0.42996937451110995 0.08537976361008148 0.19199060999188333 0.42996937451110995 0.7041152981948535 19.03173902187796 19.03173902187796 44.897392978199555 44.897392978199555 58803.42555559985 58788.50414349977 18.410352804182367 18.52980630744564 18.410352804182367 0.5673702187367131 0.9052803443023756 3.285630845737781 128.80661120501549 11.57828369388535 0.02100430868454728 20.976022679080963 21.218033331165316 21.00957119244456 0.9750000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.9052803443023756 3.285630845737781 128.80661120501549 11.57828369388535 0.02100430868454728 20.976022679080963 21.218033331165316 21.00957119244456 0.9750000000000001 False False 0.3 0.7 1.5 0.02 8 3 14.921412100084126 3.285630845737781 0.9052803443023756 0.2084621387207548 3.6294070300065377 2.6882270237196764 2.5992183882621944 False 0.084 Inputed -19.487417225899115 -19.367963722635842 """""" """""" """"""
-0.1420178469582845 0.2785809104497952 -9.030033748689345 19.406231359720877 5524.13733581391 161.8253363806457 34 20 20 37.936967599671334 65 True False 2021pz 109.56918333333331 17.689791666666668 SNII 0.074 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 109.56918333333331 17.689791666666668 TNS 2021pz ZTF21aabkyvc 2021pz SNII 0.074 0.012960273519205145 0.3991471044920516 0.10043496733744206 0.19376594433553507 0.3991471044920516 0.6315483610320811 11.938388858593877 11.938388858593877 25.99857874107746 25.99857874107746 59231.24714120012 59219.27791670011 19.016731090986774 19.016731090986774 19.06588501089451 1.3666519504902557 1.2102925322088958 1.5628588820738238 109.56958683 17.68958995 0.004833463408745131 19.72642337398529 23.64 19.708578128480912 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 0.9765145677732073 109.56939198 17.6896071 0.017551244771178198 22.81 20.137798750400542 23.27 0.975 False False 0.3 0.7 1.5 0.02 8 3 11.969224500004202 1.5628588820738238 1.2102925322088958 3.9314218715190883 1.2913067217075709 4.623268909013227 0.6426931175864006 False 0.074 Inputed -18.551887262564854 -18.601041182472592 """""" """""" """"""
-0.14604425883935543 0.20426788727181883 -9.026192107167942 18.19310921005676 5853.651941797474 92.33358183978635 41 29 29 61.742048599757254 73 True True 2019gwg 262.08824999999 23.74425 SNIa 0.057 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 262.08824999999 23.74425 TNS 2019gwg ZTF19aawmqtd 2019gwg SNIa 0.057 -0.008745745177275666 0.7264452447356149 0.1457877654837887 0.3187429785010636 0.7264452447356149 1.2291384482918062 19.719157702780347 19.719157702780347 42.022890896976904 42.022890896976904 58653.3120833002 58635.44236110011 17.623325446612107 17.623325446612107 17.740609004762938 2.173641340084448 2.652841632294019 3.276981579839806 262.087715762221 23.74501776397155 0.0016355431430553624 16.265974803956748 16.920607359576223 16.551300168154242 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.652841632294019 3.276981579839806 262.087715762221 23.74501776397155 0.0016355431430553624 16.265974803956748 16.920607359576223 16.551300168154242 1.0 False False 0.3 0.7 1.5 0.02 8 3 17.86972220009193 3.276981579839806 2.652841632294019 0.36930719142198143 1.2352722227923074 -0.7027180870358833 -1.1893088366086957 False 0.057 Inputed -19.30200641318772 -19.41928997133855 """""" """""" """"""
-0.18275878933432557 0.23841925286092425 -4.350045890486808 19.399230188532933 5354.399474630811 204.77655456563795 25 14 14 30.042789299972355 44 True True 2020cgb 229.05361249999999 32.651536111111106 SNIa 0.0892 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 229.05361249999999 32.651536111111106 TNS 2020cgb ZTF20aamknxn 2020cgb SNIa 0.0892 0.008380521295677568 0.30423696315244086 0.07678824577481791 0.14880730625066718 0.30423696315244086 0.4758348845757645 9.550063295938427 9.550063295938427 20.492726004033926 20.492726004033926 58890.5219676001 58884.46675929986 18.859060209445364 18.859060209445364 18.999612459548846 1.2185870725924588 1.4522913255024714 5.315199325555873 229.05219861294552 32.65066277838605 0.0018022745710554178 16.47051208109915 17.13362258459449 16.82215114064455 0.925 """""" """""" """""" """""" 2 False True all False False 0 1.5542406368293584 0.901001390047616 229.0536810285165 32.651292574664055 0.002783157525847124 18.692699957141876 19.32974515089631 19.065854939357045 0.99 False False 0.3 0.7 1.5 0.02 8 3 6.055208300240338 5.315199325555873 1.4522913255024714 0.31147144394994086 3.659871289058958 -1.7254376248508727 -2.177461318904296 False 0.0892 Inputed -19.031013242589488 -19.17156549269297 """""" """""" """"""
-0.17680425885384565 0.928278767657832 -5.146868485815942 13.620484852155514 8908.458611243597 414.54330345230153 36 29 29 51.911597199738026 251 True False 2019gvn 297.27821 10.116207777777 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 297.27821 10.116207777777 TNS 2019gvn ZTF19aaxnrmw 2019gvn CV 0.0 -0.5280575028282151 -0.4509458530304862 -0.509614416754804 -0.49062388456633954 -0.4509458530304862 -0.40891287477212757 -1.727657552092949 -1.727657552092949 53.639254751830975 53.639254751830975 58642.40109949978 58639.40282410011 13.327325902856629 13.327325902856629 13.521223417015074 74.06836259283058 0.8637652704018324 0.08355902091572183 297.27823257 10.11621449 0.002228144581597924 20.04891232662201 19.29273181438446 19.934451496505737 0.0 """""" """""" """""" """""" 0 False True all False False 0 0.8637652704018324 0.08355902091572183 297.27823257 10.11621449 0.002228144581597924 20.04891232662201 19.29273181438446 19.934451496505737 0.0 False False 0.3 0.7 1.5 0.02 8 3 2.99827539967373 0.08355902091572183 0.8637652704018324 -0.641719682121277 0.09673811135848207 5.9654059115278315 6.413228079490663 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.06638795902262327 0.40401011393979785 -13.366914279681204 18.50028859870639 6398.144492272187 100.64810801790262 31 22 22 43.96517360024154 46 True True 2019rnp 122.50685374999 29.031133611111 SNII 0.048 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 122.50685374999 29.031133611111 TNS 2019rnp ZTF19acbmxky 2019rnp SNII 0.048 -0.07923937325439212 0.5470413461049759 0.05398153982870113 0.20197168126722076 0.5470413461049759 0.966565467061411 3.2869377523388454 3.2869377523388454 40.6782358479027 40.6782358479027 58759.47199069988 58756.46994209988 18.1602219653186 18.1602219653186 18.32876701032717 1.2569636662264037 3.2709819495294057 2.7243060428062242 122.5076707887485 29.030883953335547 0.001996367677845501 16.192075527006388 16.67036247596979 16.326446630257365 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.2709819495294057 2.7243060428062242 122.5076707887485 29.030883953335547 0.001996367677845501 16.192075527006388 16.67036247596979 16.326446630257365 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 3.002048599999398 2.7243060428062242 3.2709819495294057 0.3439158457124236 0.8328710108590384 -1.4898594893488095 -2.002320380069804 False 0.048 Inputed -18.336101334691737 -18.504646379700308 """""" """""" """"""
-0.19405725861601472 0.3532169107929707 -1.449427727897419 19.762323335429524 5110.262179855683 141.24327143621636 31 13 13 20.97803240036592 46 True True 2021wdd 245.39335000000003 45.691224999999996 SNIa 0.104175 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 245.39335000000003 45.691224999999996 TNS 2021wdd ZTF21abuuuuj 2021wdd SNIa 0.104175 0.058022175463371184 0.5241794047537454 0.16220945455667035 0.2743325618253749 0.5241794047537454 0.8114347300393057 6.956593148745735 6.956593148745735 14.021439251620183 14.021439251620183 59446.28584490018 59443.24253469985 19.375706546412914 19.375706546412914 19.567445322386618 1.1996625145811401 2.150305305784156 9.285248967724968 245.389753257711 45.69064176120355 0.003440907986182795 15.942449546191096 17.33258838163495 16.366300904358624 0.9800000000000001 """""" """""" """""" """""" 1 False True all False False 0 1.2162147064045319 4.56834114427524 245.39431147604802 45.692301690090844 0.07392332435753324 21.821260090719015 22.76528856429577 21.748614621640442 0.65 False False 0.3 0.7 1.5 0.02 8 3 3.04331020032987 9.285248967724968 2.150305305784156 0.9662874772763246 4.31810726725566 -2.0431181647779653 -3.2011444180279938 False 0.104175 Inputed -18.806987919686918 -18.998726695660622 """""" """""" """"""
-0.10672451078088047 0.388154190169805 -10.77979858469138 18.54835228398324 4998.617385458914 238.5675158528195 24 19 19 54.85386569984257 50 True True 2020fxi 224.2463208333333 9.675258333333332 SNIa 0.0852 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 224.2463208333333 9.675258333333332 TNS 2020fxi ZTF20aauomaf 2020fxi SNIa 0.0852 0.14131223449064123 0.4166219881784663 0.20578361487700647 0.2730967983986261 0.4166219881784663 0.5726683112629658 9.10780742990384 9.10780742990384 45.74605826993873 45.74605826993873 58954.44120369991 58943.420844899956 18.30152024647769 18.672374717320846 18.30152024647769 1.045797569113471 1.5565454619126076 3.7312296453698743 224.2453041589375 9.675522536540079 0.0006022392297864165 15.607033035559654 16.811723768566846 16.02980625972867 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.5565454619126076 3.7312296453698743 224.2453041589375 9.675522536540079 0.0006022392297864165 15.607033035559654 16.811723768566846 16.02980625972867 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 11.020358799956739 3.7312296453698743 1.5565454619126076 0.7819175088381769 2.3971221764285127 -1.8606509487539995 -2.2717139867490204 False 0.0852 Inputed -19.627614449207744 -19.256759978364588 """""" """""" """"""
-0.12113630489105022 0.5237102736292705 -13.704254529405752 18.492117838752986 5714.945813729981 83.98595671526873 59 12 12 28.993668999988586 53 True True 2020qzl 250.52780416666664 62.523469444444444 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 250.52780416666664 62.523469444444444 TNS 2020qzl ZTF20abqmmhn 2020qzl SNIa 0.09 0.11752849529575826 1.0214860508242047 0.30506768118260297 0.5166517259013474 1.0214860508242047 1.6540989314271464 14.633135243517284 14.633135243517284 14.360533756471302 14.360533756471302 59093.20116900001 59070.203356499784 18.455731053585758 18.587069903693223 18.455731053585758 1.7914337764368642 1.1986852829322676 1.1339584816922268 250.52719576257 62.523326545879954 0.002436947139015211 19.04181721391201 19.74737024151087 19.298686393892766 0.9833333333333334 """""" """""" """""" """""" 0 False True all False False 0 1.1986852829322676 1.1339584816922268 250.52719576257 62.523326545879954 0.002436947139015211 19.04181721391201 19.74737024151087 19.298686393892766 0.9833333333333334 False False 0.3 0.7 1.5 0.02 8 3 22.997812500223517 1.1339584816922268 1.1986852829322676 0.44868384761810276 0.9460018387130742 1.1603003378176453 0.8429553403070074 False 0.09 Inputed -19.594653591593477 -19.463314741486013 """""" """""" """"""
-0.19022624321865927 0.1616667092009636 -7.036183042378074 18.571068579914677 5678.236718762817 188.8871601770472 36 23 23 46.986041700001806 77 True False 2019uir 330.667 36.46186666666667 SNIa 0.066 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 330.667 36.46186666666667 TNS 2019uir ZTF19acpmuwu 2019uir SNIa 0.066 -0.048599796401450845 0.2608704083585387 0.022414954806333043 0.09754904088180893 0.2608704083585387 0.442817517364535 14.516691098484294 14.516691098484294 32.46935060151751 32.46935060151751 58803.08650460001 58791.11284720013 17.919457869009 17.919457869009 18.08154546914941 0.5472723026450013 1.280085355104466 0.5522903988899828 330.66683833 36.46194809 0.0027714411042313314 19.24422889494896 19.747118628025056 19.428324374008177 0.21000000000000002 """""" """""" """""" """""" 0 False True all False False 0 1.280085355104466 0.5522903988899828 330.66683833 36.46194809 0.0027714411042313314 19.24422889494896 19.747118628025056 19.428324374008177 0.21000000000000002 False False 0.3 0.7 1.5 0.02 8 3 11.973657399881631 0.5522903988899828 1.280085355104466 0.3187942540168791 0.431448103587523 1.8276607590160552 1.3467789048587662 False 0.066 Inputed -19.28389240747918 -19.44598000761959 """""" """""" """"""
-0.11611890916680405 0.21882214002085654 -7.596004528098655 18.320861433617527 5227.369851944582 140.29460240434102 60 38 38 65.01694440003484 71 True True 2020xqb 326.33829166666663 2.9299888888888885 SNIa 0.037 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 326.33829166666663 2.9299888888888885 TNS 2020xqb ZTF20ackitai 2020xqb SNIa 0.037 0.08844704949907012 0.5684528080222506 0.19571547769809428 0.31116225664755603 0.5684528080222506 0.8643513748889688 21.479384270956935 21.479384270956935 43.53756012907791 43.53756012907791 59156.10744210007 59140.11774310004 17.91757736719108 17.91757736719108 17.96400649337466 0.9858899312184496 0.8094390677006562 0.2065387610534548 326.338296776186 2.93004603338486 0.005771415747315656 21.456599902945754 21.845317825615407 21.575065473642347 0.53125 """""" """""" """""" """""" 0 False True all False False 0 0.8094390677006562 0.2065387610534548 326.338296776186 2.93004603338486 0.005771415747315656 21.456599902945754 21.845317825615407 21.575065473642347 0.53125 False False 0.3 0.7 1.5 0.02 8 3 15.98969900002703 0.2065387610534548 0.8094390677006562 0.27025235197305975 0.25516282731467593 3.927740458424328 3.6110589802676856 False 0.037 Inputed -18.129926705876453 -18.176355832060036 """""" """""" """"""
-0.1349335251739467 0.2702964221758779 -6.089953648225327 18.42791942001284 5402.073093195848 137.57699682438252 47 22 22 66.7821760000661 59 True False 2020abrp 70.42020833333333 -23.623461111111112 SNIa 0.077 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 70.42020833333333 -23.623461111111112 TNS 2020abrp ZTF20acvdqtg 2020abrp SNIa 0.077 0.027850609840072593 0.497912526130456 0.1325284472115733 0.2454457093520972 0.497912526130456 0.7893840580237566 14.624439430198969 14.624439430198969 52.15773656986713 52.15773656986713 59199.3649420999 59188.345960599836 18.01119873057358 18.01119873057358 18.110760104628643 1.774207166413539 2.341185879037134 1.6599629137835172 70.42039147 -23.6238906 0.0007160804701576984 15.776819773948192 16.693261967635156 16.15250988819599 0.99 """""" """""" """""" """""" 0 False True all False False 0 2.341185879037134 1.6599629137835172 70.42039147 -23.6238906 0.0007160804701576984 15.776819773948192 16.693261967635156 16.15250988819599 0.99 False False 0.3 0.7 1.5 0.02 8 3 11.018981500063092 1.6599629137835172 2.341185879037134 0.5407520794391658 0.7090265359306774 -1.317936762938423 -1.9582502164326527 False 0.077 Inputed -19.594747848298933 -19.694309222353997 """""" """""" """"""
-0.059113862199991415 0.31719094516834845 -16.326957378170167 18.39260267880328 5860.837580153806 197.84603195958422 24 9 9 70.85444439994171 36 True False 2020cgo 194.01116833333 -14.38828877777 SNIIn 0.0973 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 194.01116833333 -14.38828877777 TNS 2020cgo ZTF20aammdfk 2020cgo SNIIn 0.0973 -0.030713019195427904 0.267447912960062 0.037993720031856526 0.11048807581128628 0.267447912960062 0.44143649830580856 31.082281043897908 31.082281043897908 39.772163356043805 39.772163356043805 58913.423692100216 58885.438854199834 18.134356704587386 18.19351101534002 18.134356704587386 2.1268496983904353 2.3839024697232314 3.2051264638423778 194.0102943 -14.38801329 0.005755968401886857 18.140527144670486 18.75621015133858 18.357651751065255 0.99 """""" """""" """""" """""" 0 False True all False False 0 2.3839024697232314 3.2051264638423778 194.0102943 -14.38801329 0.005755968401886857 18.140527144670486 18.75621015133858 18.357651751065255 0.99 False False 0.3 0.7 1.5 0.02 8 3 27.984837900381535 3.2051264638423778 2.3839024697232314 0.39855840027332334 1.3444872449897205 0.5626991359985567 0.2232950464778689 False 0.0973 Inputed -20.08872719529907 -20.029572884546436 """""" """""" """"""
-0.10157774678963931 0.8169445471493821 0.9407321044386587 16.877241662192557 3732.1471151055534 231.34644703200377 52 32 32 41.961273200344294 75 True True 2021kwc 203.94965833333333 2.9998194444444444 SNIIn 0.021759 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 203.94965833333333 2.9998194444444444 TNS 2021kwc ZTF21aaydxoo 2021kwc SNIIn 0.021759 0.5561075458216216 0.9181562593350314 0.6410174439477139 0.7295766684843343 0.9181562593350314 1.1229294314868028 12.952789057593625 12.952789057593625 29.008484142750667 29.008484142750667 59346.29567130003 59336.27405089978 16.821617811670937 17.386747953456474 16.821617811670937 1.3921896649498091 6.559373732027073 5.9041025283684165 203.951035386401 2.99892579457394 0.000543642205703021 12.615529283550977 13.67419384076953 12.984318826224804 0.97 """""" """""" """""" """""" 1 False True all False False 0 0.7 5.840605632240374 203.949118475915 2.99828924755046 0.19160070848520439 22.770203672757148 21.920185715122223 22.2527954601717 0.2625 False False 0.3 0.7 1.5 0.02 8 3 10.021620400249958 5.9041025283684165 6.559373732027073 0.6898750145447252 0.9001015599310646 -3.712554112686945 -3.8372989854461323 False 0.021759 Inputed -18.11128938783382 -17.546159246048283 """""" """""" """"""
-0.16867678855133272 0.2266233440002867 -8.814973423597449 18.71644893628821 5865.378163110694 146.09684911893507 43 28 28 52.980370400007814 49 True True 2021gbo 124.96186249999998 20.23790277777778 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 124.96186249999998 20.23790277777778 TNS 2021gbo ZTF21aapnlfx 2021gbo SNIa 0.09 -0.060714030947174535 0.34897774305602525 0.030949982807488396 0.12953330547739483 0.34897774305602525 0.6008529940602898 9.980922865881853 9.980922865881853 42.99944753412596 42.99944753412596 59301.21310190018 59291.2178588002 18.202233854639015 18.202233854639015 18.284979949171742 0.7496036329355679 0.8179003740826712 0.4131877211553979 124.961762370066 20.2378368470658 0.012720538461265196 22.41375952689409 22.565686427021028 22.171344162039755 0.64 """""" """""" """""" """""" 0 False True all False False 0 0.8179003740826712 0.4131877211553979 124.961762370066 20.2378368470658 0.012720538461265196 22.41375952689409 22.565686427021028 22.171344162039755 0.64 False False 0.3 0.7 1.5 0.02 8 3 9.995243099983782 0.4131877211553979 0.8179003740826712 0.39434226498127245 0.5051809905562337 4.363452572382013 3.8863642128680134 False 0.09 Inputed -19.765404696007494 -19.84815079054022 """""" """""" """"""
-0.15499030639295946 0.20714899187349947 -14.837905401539734 18.389374730000362 5517.09540782164 103.49118660872932 30 22 22 60.952222200110555 54 True True 2019lfh 342.7702625 5.4294717777777 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 342.7702625 5.4294717777777 TNS 2019lfh ZTF19abeytzv 2019lfh SNIa 0.07 0.14055684000958735 0.8513300609116712 0.2933863894081803 0.4619625148866646 0.8513300609116712 1.3198535333328394 16.272993167270577 16.272993167270577 44.67922903283998 44.67922903283998 58693.378865700215 58672.425486099906 17.970190563469068 18.02935294652425 17.970190563469068 2.4411739164589092 1.9777779447824173 1.170640438996637 342.76993838679596 5.429512173488755 0.0010302300228162142 16.74502825416088 17.2661716774559 17.052032437405586 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.9777779447824173 1.170640438996637 342.76993838679596 5.429512173488755 0.0010302300228162142 16.74502825416088 17.2661716774559 17.052032437405586 1.0 False False 0.3 0.7 1.5 0.02 8 3 20.953379600308836 1.170640438996637 1.9777779447824173 0.21413924005031504 0.5918968011979846 -0.7631812690683475 -0.9181581260634815 False 0.07 Inputed -19.524975388121728 -19.465813005066547 """""" """""" """"""
-0.041323311338824636 0.3787914773016707 -29.707410470897933 18.9670358235112 5180.642470192095 279.72226631932404 35 16 16 73.75783560005948 58 True True 2019J 150.94487805 6.7734568 SLSN-I 0.12 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 150.94487805 6.7734568 TNS 2019J ZTF19aacxrab 2019J SLSN-I 0.12 0.1798134114631864 0.41766041009925914 0.23607043000015437 0.2944248896615065 0.41766041009925914 0.5500067678536844 46.607894757248424 46.607894757248424 27.149940842811056 27.149940842811056 58546.29604170006 58493.47278939979 18.677235531465513 18.92339562906346 18.677235531465513 1.178732873390027 2.2368194912286956 4.939437277470302 150.9460798902 6.774133734261665 0.007388071511647776 18.079469084662797 18.8526351231122 18.413713636726143 0.9650000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.2368194912286956 4.939437277470302 150.9460798902 6.774133734261665 0.007388071511647776 18.079469084662797 18.8526351231122 18.413713636726143 0.9650000000000001 False False 0.3 0.7 1.5 0.02 8 3 52.82325230026618 4.939437277470302 2.2368194912286956 0.4389214863860573 2.208241343049566 -0.07076050595125949 -0.2635218947393696 False 0.12 Inputed -20.011207794289003 -19.765047696691056 """""" """""" """"""
-0.0045590100449975236 0.35530629583653855 -23.691956073608583 20.065678677102092 4386.574832871034 116.07261596388247 89 62 62 57.91337959980592 47 True True 2021inc 207.0883333333333 28.268633333333334 SNII 0.0777 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 207.0883333333333 28.268633333333334 TNS 2021inc ZTF21aatabgn 2021inc SNII 0.0777 0.6478280174276705 1.469184976651814 0.8286650172201178 1.0250735568492715 1.469184976651814 1.9902701340707623 251.21680061553064 251.21680061553064 -193.30342101572472 -193.30342101572472 59359.21388889989 59311.278761600144 19.82424755096398 19.825461032074095 19.82424755096398 0.7191600086133174 2.6253139674849857 3.8262287110583184 207.088948243325 28.2677188242239 0.003269383268681425 17.070758187306524 17.81412511691272 17.385411906642318 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.6253139674849857 3.8262287110583184 207.088948243325 28.2677188242239 0.003269383268681425 17.070758187306524 17.81412511691272 17.385411906642318 1.0 False False 0.3 0.7 1.5 0.02 8 3 47.935127299744636 3.8262287110583184 2.6253139674849857 0.4287132102704021 1.4574366184185552 -2.011335915161375 -2.4388356443216637 False 0.0777 Inputed -17.90124645269687 -17.900032971586757 """""" """""" """"""
-0.1521985479648637 0.3590668040812456 -8.058123382917266 18.736917229496147 6208.311697668071 98.08669516298701 27 13 13 32.97393520036712 53 True False 2019kbq 226.87631624999 -5.456700305555 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 226.87631624999 -5.456700305555 TNS 2019kbq ZTF19abcncdg 2019kbq SNIa 0.09 -0.10503623132163753 0.5276936876998128 0.02886481319293921 0.1781014449322491 0.5276936876998128 0.9550701850034571 13.649966416169143 13.649966416169143 19.32396878419798 19.32396878419798 58680.16903939983 58665.190624999814 18.2343100194922 18.2343100194922 18.442485638531483 1.3103797274942528 1.4852350316172938 1.2538879090576764 226.87665528 -5.45661421 0.002985177789786908 18.794956834316253 19.3786068315506 19.045155702829362 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.4852350316172938 1.2538879090576764 226.87665528 -5.45661421 0.002985177789786908 18.794956834316253 19.3786068315506 19.045155702829362 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.978414400015026 1.2538879090576764 1.4852350316172938 0.3334511287212365 0.8442353448210146 1.1442968120583998 0.6026700642978788 False 0.09 Inputed -19.607899006647752 -19.816074625687037 """""" """""" """"""
-0.11396731304447116 0.3251332303475093 -4.120004267487367 19.630620726657984 6057.24368225049 168.1049680496659 25 12 12 37.91210650000721 60 True True 2020abrg 135.07249166666665 -1.409711111111111 SNIa 0.112 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 135.07249166666665 -1.409711111111111 TNS 2020abrg ZTF20acvemao 2020abrg SNIa 0.112 -0.1453040207565124 0.17969920533338168 -0.07166952464130105 0.0068837072404903665 0.17969920533338168 0.3751295805935442 9.736862582181864 9.736862582181864 28.175243917825348 28.175243917825348 59188.44048610004 59184.44188660011 19.177166968959916 19.177166968959916 19.240854702446907 0.7900995478648112 1.8798589592406294 3.119209027850996 135.0733567247415 -1.40965765321061 0.009194923835133206 19.185975214430094 19.967822943389415 19.575330194135905 0.95 """""" """""" """""" """""" 0 False True all False False 0 1.8798589592406294 3.119209027850996 135.0733567247415 -1.40965765321061 0.009194923835133206 19.185975214430094 19.967822943389415 19.575330194135905 0.95 False False 0.3 0.7 1.5 0.02 8 3 3.9985994999296963 3.119209027850996 1.8798589592406294 0.39249274925350974 1.6592782200591276 0.7906559744294981 0.33447549168899826 False 0.112 Inputed -19.29430892650334 -19.35799665999033 """""" """""" """"""
-0.19861140973739924 0.21776292147857754 -7.0537263839181215 18.44307009999869 5995.881465587528 132.85153114696573 56 36 36 61.89668980007991 63 True False 2021wfl 23.321604166666667 38.48471111111111 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 23.321604166666667 38.48471111111111 TNS 2021wfl ZTF21abubxmc 2021wfl SNIa 0.08 -0.09786167553744818 0.3456313353436329 0.00017691353084003936 0.10643839554731471 0.3456313353436329 0.6239938494810922 14.544959989241523 14.544959989241523 47.351729810838386 47.351729810838386 59454.39054400008 59440.466886600014 17.78894766092136 17.78894766092136 18.007297179393 1.8725383044374841 2.1943577329986437 10.412301182551081 23.31904507 38.48262484 0.0031366038675867403 15.559422130429745 16.686100897717477 15.97904498593807 0.95 """""" """""" """""" """""" 0 False True all False False 0 2.1943577329986437 10.412301182551081 23.31904507 38.48262484 0.0031366038675867403 15.559422130429745 16.686100897717477 15.97904498593807 0.95 False False 0.3 0.7 1.5 0.02 8 3 13.923657400067896 10.412301182551081 2.1943577329986437 0.7070559117794062 4.745033604125439 -1.1028467632038819 -2.0282521934549287 False 0.08 Inputed -19.78263684267838 -20.00098636115002 """""" """""" """"""
-0.055913311756748234 0.2817874881074532 -12.198476221646457 18.826719532698114 5487.5779874782065 133.1902791994984 26 22 22 59.874756899662316 35 True False 2020tii 355.35755833333326 -22.705088888888888 SNIc 0.046432 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 355.35755833333326 -22.705088888888888 TNS 2020tii ZTF20abzjcdg 2020tii SNIc 0.046432 0.07239963722834375 0.5763501874014842 0.18430980540176733 0.30524348307441684 0.5763501874014842 0.8904362539641753 15.421001153601194 15.421001153601194 44.45375574606112 44.45375574606112 59112.30118060019 59107.3346644002 18.49087861221827 18.49087861221827 18.557782887218593 1.325070036834817 5.10875713266183 3.2732514500990124 355.35847147 -22.70543112 0.0017766628532382978 14.94682157239914 15.990711466240882 15.33039872121811 1.0 """""" """""" """""" """""" 0 False True all False False 0 5.10875713266183 3.2732514500990124 355.35847147 -22.70543112 0.0017766628532382978 14.94682157239914 15.990711466240882 15.33039872121811 1.0 False False 0.3 0.7 1.5 0.02 8 3 4.966516199987382 3.2732514500990124 5.10875713266183 0.6603127450227717 0.6407138497878723 -2.5001671459773895 -3.2273841660004834 False 0.046432 Inputed -18.0341579058099 -18.10106218081022 """""" """""" """"""
-0.12369283077495544 0.4153549927370008 -12.642731210788986 19.032123388133627 5124.745553981879 187.26533408065762 69 29 29 28.961111100390553 37 True False 2020cjh 108.80594583333333 58.07749722222223 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 108.80594583333333 58.07749722222223 TNS 2020cjh ZTF20aamerev 2020cjh SNIa 0.09 0.1374158118890172 0.4956803256883937 0.21982035349418183 0.3068687352498465 0.4956803256883937 0.7055118477639937 8.476009901958463 8.476009901958463 20.48510119843209 20.48510119843209 58900.21663190005 58886.20114579983 18.813388111500423 18.928434421461464 18.813388111500423 0.4755549019262837 1.269954343958909 1.143813943771285 108.80539454 58.07737084 0.000686871650604215 17.244769093537332 18.077521709680557 17.571040135359763 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.269954343958909 1.143813943771285 108.80539454 58.07737084 0.000686871650604215 17.244769093537332 18.077521709680557 17.571040135359763 0.99 False False 0.3 0.7 1.5 0.02 8 3 14.015486100222915 1.143813943771285 1.269954343958909 0.5064815743207944 0.9006732794862543 -0.8509127117809072 -1.2423479761406604 False 0.09 Inputed -19.236996533678813 -19.12195022371777 """""" """""" """"""
-0.008362008378005027 0.40825633071939005 -6.638303288701676 18.123226383448507 4926.809181127453 114.48317315192989 38 31 31 64.94818279985338 35 True True 2020hyb 154.24419583333332 46.51070277777778 SNII 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 154.24419583333332 46.51070277777778 TNS 2020hyb ZTF20aavptjf 2020hyb SNII 0.03 0.18293607433366077 0.8307926308640887 0.3243965584564492 0.47890749897334217 0.8307926308640887 1.246852184547457 115.4948736700372 115.4948736700372 -50.54669087018381 -50.54669087018381 58977.225463000126 58962.22684030002 18.023396301412163 18.029699164380773 18.023396301412163 2.955184310548916 3.052495673519181 0.6958301886151723 154.2444511993445 46.51078322846145 0.004512978324850203 17.64257339010954 17.405761014166472 17.150189509303573 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.052495673519181 0.6958301886151723 154.2444511993445 46.51078322846145 0.004512978324850203 17.64257339010954 17.405761014166472 17.150189509303573 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.998622700106353 0.6958301886151723 3.052495673519181 0.2555715048628997 0.2279545208373577 -0.6239381502143004 -0.87320679210859 False 0.03 Inputed -17.611401152213165 -17.605098289244555 """""" """""" """"""
-0.2030275741271302 0.13866457817359243 -13.233919937868052 18.733356098102398 4701.055377500111 124.836989621259 54 44 44 67.89784720027819 53 True True 2021ics 254.3010458333333 30.504433333333335 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 254.3010458333333 30.504433333333335 TNS 2021ics ZTF21aarjczf 2021ics SNIa 0.06 0.33727520574352354 0.9798275556304112 0.47952718872602773 0.6335209406319429 0.9798275556304112 1.3830321045119938 13.530637199113682 13.530637199113682 54.36721000116451 54.36721000116451 59320.47699069977 59303.44361109985 18.2282678802986 18.268143202687135 18.2282678802986 1.9215735459216081 2.281096168117665 36.21960989378639 254.309631955735 30.5112525274636 0.02536664576144687 15.2384435720253 16.366908460986615 15.604628240311147 0.9850000000000001 """""" """""" """""" """""" 13 False True all False False 0 0.394046333322058 12.656404516792536 254.299489829523 30.50118332519275 0.002364816856492369 14.88360588825822 15.740427438461781 15.063978107047081 0.0 False False 0.3 0.7 1.5 0.02 8 3 17.03337959991768 0.0 0.0 0.0 0.0 5.371856797312866 5.0417321197014004 True 0.06 Inputed -18.9272331008992 -18.887357778510665 """""" """""" """"""
-0.1861617805700963 0.18870528914752835 -11.93868232887803 15.370717839883502 5785.761283112422 129.1392741272621 96 49 49 73.0096875000745 41 True False 2019bek 94.376899999999 62.491092388888 SNIa 0.015 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 94.376899999999 62.491092388888 TNS 2019bek ZTF19aajxwnz 2019bek SNIa 0.015 -0.00015638472150314442 0.49523142004392184 0.10925771726395084 0.22791128830530205 0.49523142004392184 0.8067780193654635 18.08028107304895 18.08028107304895 54.929406427025555 54.929406427025555 58547.258495400194 58526.197164400015 14.691610966833325 14.691610966833325 14.792636730248859 16.851256575109538 5.653085405621789 1.198963088032454 94.37761258 62.49104148 0.0024760739506283214 15.231496632528305 15.702481968307495 15.741908449792863 1.0 """""" """""" """""" """""" 0 False True all False False 0 5.653085405621789 1.198963088032454 94.37761258 62.49104148 0.0024760739506283214 15.231496632528305 15.702481968307495 15.741908449792863 1.0 False False 0.3 0.7 1.5 0.02 8 3 21.061331000179052 1.198963088032454 5.653085405621789 -0.03942648148536776 0.21209003614913166 1.01087100147417 0.9492717195440044 False 0.015 Inputed -19.328790603395717 -19.429816366811252 """""" """""" """"""
-0.01966411774441918 0.3693360453037781 -10.793959295422699 16.081553051474195 4778.6019930084785 205.61219823066654 108 37 37 72.03025460010394 31 True False 2019lkx 55.262167083333 34.652089 SNII 0.01 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 55.262167083333 34.652089 TNS 2019lkx ZTF19abgiwkt 2019lkx SNII 0.01 0.22222820152457956 0.5636985860897461 0.30143803213447207 0.3846504845000851 0.5636985860897461 0.7606745436818407 59.9117017121806 59.9117017121806 12.118552887923343 12.118552887923343 58698.49631940015 58678.44375000009 15.87640768159897 16.011839561428694 15.87640768159897 3.1955516515464697 3.6861092737187375 7.010181266135376 55.26059212 34.65354273 0.002676801273371998 15.626878715705871 16.074827148246765 15.778376001930237 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.6861092737187375 7.010181266135376 55.26059212 34.65354273 0.002676801273371998 15.626878715705871 16.074827148246765 15.778376001930237 1.0 False False 0.3 0.7 1.5 0.02 8 3 20.05256940005347 7.010181266135376 3.6861092737187375 0.296451146316528 1.9017833562658177 0.06298758681807115 -0.09803167966873261 False 0.01 Inputed -17.361755457461854 -17.22632357763213 """""" """""" """"""
-0.19893592943431038 0.2936954165360951 -5.29619584665328 19.25598340434545 3318.102893430129 186.91753377340862 49 18 18 13.915636599995196 52 True True 2020mfd 259.0309791666666 40.78654722222222 SNIa 0.048 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 259.0309791666666 40.78654722222222 TNS 2020mfd ZTF20abegopd 2020mfd SNIa 0.048 0.8666511513285506 1.3941380775434133 0.9887039256697143 1.1171118264975384 1.3941380775434133 1.700162044513096 5.84780522205513 5.84780522205513 8.067831377940067 8.067831377940067 59016.2658218001 59011.28064810019 18.722468504385308 19.719469445281007 18.722468504385308 0.608040594516918 3.4231953300301066 2.3220475464860866 259.030518685879 40.7870898865687 0.0008043582484343892 14.942403920949697 16.050909542514084 15.29686501346469 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.4231953300301066 2.3220475464860866 259.030518685879 40.7870898865687 0.0008043582484343892 14.942403920949697 16.050909542514084 15.29686501346469 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 4.985173699911684 2.3220475464860866 3.4231953300301066 0.7540445290493949 0.6783275047485136 -3.6685599027669227 -3.4256034909206186 False 0.048 Inputed -17.9423998406336 -16.9453988997379 """""" """""" """"""
-0.08160769619752409 0.3242856510543078 -10.262044649837277 19.165094205501926 7716.067147518938 186.33965132141788 19 7 7 21.022708300035447 67 True False 2020ckl 84.59237499999999 -20.590130555555554 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 84.59237499999999 -20.590130555555554 TNS 2020ckl ZTF20aamurxn 2020ckl SNIa 0.1 -0.3706792318120442 -0.14149432025936903 -0.31854545279999513 -0.2630780380272313 -0.14149432025936903 -0.004606716060976623 11.520062278080504 11.520062278080504 9.502646021954943 9.502646021954943 58900.12841439992 58892.14562499989 18.48021161806496 18.48021161806496 18.849184848519844 2.7755824077243316 1.0581587675415922 1.180775382700709 84.59271859 -20.59006632 0.0027392296163685215 19.433155881130695 20.229777635145187 19.46229566398859 0.8749999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.0581587675415922 1.180775382700709 84.59271859 -20.59006632 0.0027392296163685215 19.433155881130695 20.229777635145187 19.46229566398859 0.8749999999999999 False False 0.3 0.7 1.5 0.02 8 3 7.982789400033653 1.180775382700709 1.0581587675415922 0.7674819711565952 1.1158773323250826 1.7495660170802267 0.6131108154687475 False 0.1 Inputed -19.434557249951084 -19.803530480405968 """""" """""" """"""
-0.18556214233364582 0.1784249003075169 -8.016659409090963 18.337543679175422 5754.164880246157 126.54475699536752 53 37 37 68.86612269980833 39 True False 2021bpn 134.87325416666664 -2.927102777777778 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 134.87325416666664 -2.927102777777778 TNS 2021bpn ZTF21aagocor 2021bpn SNIa 0.06 -0.031776862523983596 0.46332634606891787 0.07720778530303107 0.1956526394027449 0.46332634606891787 0.7764479143002809 13.351412244324088 13.351412244324088 55.51471045548424 55.51471045548424 59260.37010420021 59248.29049770022 17.707237715910107 17.707237715910107 17.82467319557251 1.8297833986419003 2.208577906237989 0.9252389282167601 134.87303392 -2.92696984 0.0029959497233519317 17.91464090383649 18.680961266058684 18.34675982565284 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.208577906237989 0.9252389282167601 134.87303392 -2.92696984 0.0029959497233519317 17.91464090383649 18.680961266058684 18.34675982565284 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.079606499988586 0.9252389282167601 2.208577906237989 0.3342014404058453 0.41892972197334816 0.973723550148577 0.5220866300803273 False 0.06 Inputed -19.33082778562529 -19.448263265287693 """""" """""" """"""
-0.12268136422981069 0.29063680607180553 -30.60793354646062 16.863462879522157 4634.205002150551 428.4578067050984 7 6 6 72.85704859998077 41 True False 2019udb 178.25779166666663 -6.064011111111111 SNIa 0.021835 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 178.25779166666663 -6.064011111111111 TNS 2019udb ZTF19acmyljb 2019udb SNIa 0.021835 0.3030895977736705 0.4666457267899631 0.3425530203628462 0.3829554711101437 0.4666457267899631 0.5543005751537748 -20.53565493935188 -20.53565493935188 93.39270353933264 93.39270353933264 58800.54142360017 58800.54142360017 16.939572250749727 17.81721679898976 16.939572250749727 34.16259162777821 3.0331068712878686 9.921334012543957 178.25519541 -6.06497538 0.001101773411090079 14.10555307418108 15.09300354501009 14.458997946763038 0.7899999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.0331068712878686 9.921334012543957 178.25519541 -6.06497538 0.001101773411090079 14.10555307418108 15.09300354501009 14.458997946763038 0.7899999999999999 False False 0.3 0.7 1.5 0.02 8 3 0.0 9.921334012543957 3.0331068712878686 0.634005598247052 3.271013661424769 -2.7242132539796717 -2.480574303986689 False 0.021835 Inputed -18.00094798793565 -17.123303439695615 """""" """""" """"""
-0.14787127785633686 0.30069733264477544 -4.514639890900481 18.43176848001924 5346.083240326532 182.8315670184609 50 28 28 37.03164350008592 46 True False 2020sox 73.46591666666664 74.74423333333334 SNIa 0.0645 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 73.46591666666664 74.74423333333334 TNS 2020sox ZTF19acwqvvn 2020sox SNIa 0.0645 0.015228645852992884 0.35249974493720515 0.09249574604015365 0.1743313788771168 0.35249974493720515 0.5514009346958986 8.652698754650563 8.652698754650563 28.378944745435355 28.378944745435355 59102.46900459984 59097.42799769994 17.888027254194153 17.888027254194153 18.132583148304818 1.097310705267685 3.0356879858886523 0.9144159469446063 73.46513522 74.74438246 0.0008053313250381278 15.373980926656722 16.42516205253601 15.710246099090575 0.5399999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.0356879858886523 0.9144159469446063 73.46513522 74.74438246 0.0008053313250381278 15.373980926656722 16.42516205253601 15.710246099090575 0.5399999999999999 False False 0.3 0.7 1.5 0.02 8 3 5.04100689990446 0.9144159469446063 3.0356879858886523 0.7149159534454341 0.3012219803864081 -1.4628652016581434 -2.422337049214242 False 0.0645 Inputed -19.182194449626593 -19.426750343737258 """""" """""" """"""
-0.06920392839450867 0.19918438719847326 -29.119199888299192 19.22425240873799 5799.909820166958 249.14560596726486 23 17 17 68.81396989990026 57 True True 2019bgc 236.55895791666 10.963344583333 SNII 0.0931 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 236.55895791666 10.963344583333 TNS 2019bgc ZTF19aalubxw 2019bgc SNII 0.0931 0.030001159423360235 0.2726451767175 0.08690559890468563 0.14626282418974412 0.2726451767175 0.4097897761971012 -1.9312444264572974 -1.9312444264572974 70.74521432635756 70.74521432635756 58547.394513899926 58543.522060200106 18.68621836129412 18.68621836129412 18.82095236534939 1.1658112731467776 2.1530508451299353 1.2896195095575025 236.559273680322 10.96352410124875 0.01018347871509051 19.540073543788196 20.157575819983485 19.75410522972822 0.8888888888888888 """""" """""" """""" """""" 0 False True all False False 0 2.1530508451299353 1.2896195095575025 236.559273680322 10.96352410124875 0.01018347871509051 19.540073543788196 20.157575819983485 19.75410522972822 0.8888888888888888 False False 0.3 0.7 1.5 0.02 8 3 3.8724536998197436 1.2896195095575025 2.1530508451299353 0.4034705902552638 0.598973086248539 1.471357458689365 0.9331528643788296 False 0.0931 Inputed -19.30439735207835 -19.439131356133622 """""" """""" """"""
-0.01524175097123606 0.4091361174757867 -21.475540264693702 18.75331060305886 4595.379230698351 174.43181220438512 25 17 17 63.816608800087124 40 True True 2019bfg 222.57625458333 27.918897111111 SNII 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 222.57625458333 27.918897111111 TNS 2019bfg ZTF19aakpccq 2019bfg SNII 0.05 0.4066076104407479 0.8631861191573265 0.5113293051893031 0.6221441141789654 0.8631861191573265 1.1321678034117895 37.15993898103993 37.15993898103993 26.656669819047195 26.656669819047195 58538.50084490003 58538.50084490003 18.518109951143824 19.020119534678273 18.518109951143824 1.6748734939473287 3.769869221342811 6.640427177727237 222.5783015403095 27.918535234087898 0.001615914469898505 14.99476773299694 15.886148936134576 15.327198516389132 0.99 """""" """""" """""" """""" 1 False True all False False 0 1.3728681543892571 4.769762986016245 222.57659846 27.91760749 0.007515659538274044 18.605724008822442 19.04858424129486 18.819140786969662 0.5 False False 0.3 0.7 1.5 0.02 8 3 0.0 6.640427177727237 3.769869221342811 0.5589504197454449 1.761447622674281 -3.133970598543696 -3.1909114347546925 False 0.05 Inputed -18.23642868003145 -17.734419096497003 """""" """""" """"""
-0.19247343108264686 0.23102424976718483 -6.714101439563137 17.770262904940836 5802.1015676328725 173.23523367673772 52 30 30 73.76038199989125 61 True True 2020qvx 324.85314999999997 5.57295 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 324.85314999999997 5.57295 TNS 2020qvx ZTF20abqgzhh 2020qvx SNIa 0.05 -0.07448319717397567 0.2593411656300262 0.0014901122084687302 0.08230271694780811 0.2593411656300262 0.4585095205406269 11.875491665510502 11.875491665510502 61.88489033438075 61.88489033438075 59077.37028940022 59066.393344900105 17.204837795013383 17.204837795013383 17.269219859679136 3.9229631441872845 3.3242152023966507 5.971450569218818 324.8527397559115 5.57134230208943 0.001963151734461044 15.559490250666142 16.327145375142095 15.7960138980484 1.0 """""" """""" """""" """""" 1 True True all False False 0 4.352372670235965 0.9069277163728253 324.85319043 5.57270131 0.0018293116742172932 15.521405922853946 16.127874161577225 15.810099148130417 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.976944500114769 5.971450569218818 3.3242152023966507 0.5311314770936946 1.7963489743123722 -0.8776924198712877 -1.473205961630736 False 0.05 Inputed -19.48531877149614 -19.549700836161893 """""" """""" """"""
-0.017893106967116344 0.3351465426357225 -20.426475103106657 18.954081738889446 6011.714083470986 274.48606201905216 93 27 27 74.85339119983837 54 True True 2018dyk 233.28339541666 44.535612194444 TDE 0.037 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 233.28339541666 44.535612194444 TNS 2018dyk ZTF18aajupnt 2018dyk TDE 0.037 -0.07426595383509138 0.12695205389504594 -0.026860233467512984 0.022441257887624744 0.12695205389504594 0.23971870739840284 97.5334876815262 97.5334876815262 -22.680096481687826 -22.680096481687826 58326.17462959979 58269.31011570012 18.58159255340418 18.58159255340418 18.67919523610914 1.5946372789096404 4.2997129923763655 0.25984943643339853 233.2834363922305 44.535678201295454 0.0004580159274993889 13.743104624302983 14.715300620445014 14.082032720228433 0.99 """""" """""" """""" """""" 0 False True all False False 0 4.2997129923763655 0.25984943643339853 233.2834363922305 44.535678201295454 0.0004580159274993889 13.743104624302983 14.715300620445014 14.082032720228433 0.99 False False 0.3 0.7 1.5 0.02 8 3 56.864513899665326 0.25984943643339853 4.2997129923763655 0.6332679002165804 0.06043413523045056 -3.866291932959168 -4.597162515880708 False 0.037 Inputed -17.414737963141974 -17.512340645846933 """""" """""" """"""
-0.11234718708648073 0.4166783585906796 -9.701411550780087 18.753193916427172 4806.547083407864 113.77674034937964 18 14 14 38.96405090019107 49 True True 2019bsq 259.33346624999 34.103232611111 SNII 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 259.33346624999 34.103232611111 TNS 2019bsq ZTF19aalztms 2019bsq SNII 0.04 0.2656175153939486 0.9525004436266542 0.4157081781859233 0.5795565294335319 0.9525004436266542 1.3933148663109023 11.038495198533722 11.038495198533722 27.925555701657345 27.925555701657345 58560.474965299945 58547.527338000014 18.58128206160205 18.805347123409714 18.58128206160205 0.33418294260480746 4.629353094408205 5.592917716895298 259.33374003103404 34.10169565200505 0.0034301945738876016 15.792249567239285 16.488570859375002 15.95602907090187 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 2.7168198501008307 259.332731663498 34.1036793251221 0.02923131469627538 21.955926690096856 21.916720889048577 22.221861338045596 0.2875 False False 0.3 0.7 1.5 0.02 8 3 12.9476272999309 5.592917716895298 4.629353094408205 0.5325417884731323 1.2081423911368918 -2.3167762640347114 -2.6252529907001794 False 0.04 Inputed -17.68352282587937 -17.459457764071704 """""" """""" """"""
-0.008545627210241848 0.3182737935155154 -3.921385397182524 17.668091515835098 4896.509221694194 128.89138471508284 39 26 26 47.903414299711585 48 True True 2020aer 72.147624999999 -4.822160999999 SNII 0.015 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 72.147624999999 -4.822160999999 TNS 2020aer ZTF20aagjpmt 2020aer SNII 0.015 0.15018396146072632 0.7022204101113942 0.27248701652925433 0.40484225027323717 0.7022204101113942 1.0478257774385575 143.99557572633245 143.99557572633245 -96.09216142662086 -96.09216142662086 58880.18342590006 58866.234780100174 17.615653687109962 17.631408374248668 17.615653687109962 1.6538931300154096 5.0806555291026925 9.793090915175304 72.14689399354845 -4.81954003599559 0.001739026007363642 14.197177074950933 15.265537531001568 14.511658204454182 1.0 """""" """""" """""" """""" 1 False True all False False 0 1.5401931099055401 1.6310078152194285 72.1472972566921 -4.82184698623173 0.0022689018519530535 18.22833124158859 17.41242212451458 17.452760244932175 0.97 False False 0.3 0.7 1.5 0.02 8 3 13.948645799886435 9.793090915175304 5.0806555291026925 0.753879326547386 1.9275250721248733 -2.3658708432471 -3.1039954826557796 False 0.015 Inputed -16.505773646534614 -16.490018959395908 """""" """""" """"""
-0.10776967219053141 0.46936283138071105 -8.485138059432291 19.368679220718565 5524.136950563161 193.40920875478702 42 25 25 33.06155090034008 89 True True 2021nqp 287.28926249999995 63.26629444444445 SNIa 0.138 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 287.28926249999995 63.26629444444445 TNS 2021nqp ZTF21abcahhq 2021nqp SNIa 0.138 -0.0032756359285919245 0.3090942430383805 0.06860595698182692 0.14451808397166843 0.3090942430383805 0.4918364990542763 12.56828304872608 12.56828304872608 20.493267851614 20.493267851614 59367.42561340006 59353.39067129977 19.174465424103932 19.174465424103932 19.240903425770618 0.43343515712089437 0.9986710400455878 0.9074985556732972 287.28967498 63.26612381 0.023072852898948115 22.513123174238206 24.009537119483948 25.386903352499008 0.5 """""" """""" """""" """""" 0 False True all False False 0 0.9986710400455878 0.9074985556732972 287.28967498 63.26612381 0.023072852898948115 22.513123174238206 24.009537119483948 25.386903352499008 0.5 False False 0.3 0.7 1.5 0.02 8 3 14.034942100290209 0.9074985556732972 0.9986710400455878 -1.37736623301506 0.9087061898098809 4.835071695380016 6.14599992672839 False 0.138 Inputed -19.75856329177614 -19.825001293442828 """""" """""" """"""
-0.01657323407759605 0.265684291755025 -8.393639140481206 18.774796139170093 4103.439822368911 242.5334430449753 56 36 36 72.9377661999315 35 True True 2019evl 202.75527666666 34.153505694444 SNII 0.0226 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 202.75527666666 34.153505694444 TNS 2019evl ZTF19aauishy 2019evl SNII 0.0226 0.45102726424682515 0.7767498411573399 0.5275940225867721 0.6073333893394874 0.7767498411573399 0.9601606570924979 95.55756715789826 95.55756715789826 -22.61980095796676 -22.61980095796676 58636.222094899975 58612.24601850007 18.523669579628145 18.655269740709556 18.523669579628145 2.1017363810127523 3.8510186998857807 1.4285303597118562 202.7549713637345 34.1531997051523 0.0022429540895921862 16.081780548633038 16.771523249382376 16.32462285550803 0.9944444444444444 """""" """""" """""" """""" 0 False True all False False 0 3.8510186998857807 1.4285303597118562 202.7549713637345 34.1531997051523 0.0022429540895921862 16.081780548633038 16.771523249382376 16.32462285550803 0.9944444444444444 False False 0.3 0.7 1.5 0.02 8 3 23.97607639990747 1.4285303597118562 3.8510186998857807 0.44690039387434766 0.3709486946283137 -1.8837464913271802 -2.199046724120116 False 0.0226 Inputed -16.49204637283397 -16.360446211752556 """""" """""" """"""
-0.15644285820920933 0.4024478819219498 -3.4547416090630483 16.896978131494766 5708.683952172959 72.7322072933242 39 22 22 42.926817200146616 63 True False 2021iu 80.63412499999998 5.671327777777778 SNIa 0.028143 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 80.63412499999998 5.671327777777778 TNS 2021iu ZTF21aabcyvd 2021iu SNIa 0.028143 -0.04219423561622904 0.9264045786150099 0.15185079034545623 0.3756855034210176 0.9264045786150099 1.6421620591084363 12.308881465572517 12.308881465572517 30.617935734574097 30.617935734574097 59229.21262730006 59219.26703700004 16.554228373703832 16.554228373703832 16.784237409389142 3.697174219115662 5.592198052172907 0.7620639034321399 80.63395786 5.67119683 0.0010043322251788167 14.080117214012146 15.125358423614502 14.597854207897186 0.8200000000000001 """""" """""" """""" """""" 0 False True all False False 0 5.592198052172907 0.7620639034321399 80.63395786 5.67119683 0.0010043322251788167 14.080117214012146 15.125358423614502 14.597854207897186 0.8200000000000001 False False 0.3 0.7 1.5 0.02 8 3 9.94559030001983 0.7620639034321399 5.592198052172907 0.5275042157173164 0.13627269569539513 -1.4288699500893305 -2.1863832014919566 False 0.028143 Inputed -18.71080443559069 -18.940813471275998 """""" """""" """"""
-0.15000517236008934 0.16437405640223218 -9.117863540090264 18.299477554187085 5272.044238408527 80.73649473342986 54 27 27 48.85452549997717 51 True True 2020adv 127.4483208333333 33.906275 SNIa 0.062 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 127.4483208333333 33.906275 TNS 2020adv ZTF17aadlxmv 2020adv SNIa 0.062 0.16328514509213932 1.1418760429515409 0.3650489753376007 0.5935470728511589 1.1418760429515409 1.834203367133913 18.761752806149836 18.761752806149836 30.092772693827335 30.092772693827335 58879.19409719994 58863.35146989999 17.804254044393208 17.804254044393208 17.852049966832272 3.848429153402429 2.260633349107203 0.8863847882311013 127.4481807247065 33.90649202885815 0.0003876378275373682 15.167244304146767 16.144787948870658 15.492667548440696 0.99 """""" """""" """""" """""" 0 False True all False False 0 2.260633349107203 0.8863847882311013 127.4481807247065 33.90649202885815 0.0003876378275373682 15.167244304146767 16.144787948870658 15.492667548440696 0.99 False False 0.3 0.7 1.5 0.02 8 3 15.842627299949527 0.8863847882311013 2.260633349107203 0.6521204004299612 0.3920957764252939 -1.65946609552255 -2.3593824183915757 False 0.062 Inputed -19.375649344324735 -19.4234452667638 """""" """""" """"""
-0.18757421884702652 0.2889936428588384 -6.196859788980786 18.49084907212326 5268.434634353757 176.82574215204554 30 18 18 39.894027799833566 85 True True 2020agm 162.48788333333331 13.944255555555555 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 162.48788333333331 13.944255555555555 TNS 2020agm ZTF20aagvvnr 2020agm SNIa 0.07 0.04996726211631497 0.40919635301375124 0.13207232810538372 0.21916346349372873 0.40919635301375124 0.6219553437197973 12.463533985499705 12.463533985499705 27.43049381433386 27.43049381433386 58876.381794000044 58864.33931710012 18.16517153387111 18.16517153387111 18.183328798840495 1.7265894512191216 3.057912616264365 4.611450158824811 162.48707278832 13.94324460568825 0.0005791676436965876 14.357886983437538 15.579897571735383 14.747753833686113 0.97 """""" """""" """""" """""" 0 False True all False False 0 3.057912616264365 4.611450158824811 162.48707278832 13.94324460568825 0.0005791676436965876 14.357886983437538 15.579897571735383 14.747753833686113 0.97 False False 0.3 0.7 1.5 0.02 8 3 12.042476899921894 4.611450158824811 3.057912616264365 0.83214373804927 1.5080385666671838 -2.5852739621357266 -3.435574965154382 False 0.07 Inputed -19.3118371527503 -19.329994417719686 """""" """""" """"""
-0.1987334212042509 0.16740878375866264 -9.116331652751477 18.244695942732804 5381.892529045877 115.90755738920245 34 25 25 62.91258110012859 48 True True 2019ibd 325.44253 7.2026576944444 SNIa 0.068 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 325.44253 7.2026576944444 TNS 2019ibd ZTF19abajuqh 2019ibd SNIa 0.068 0.0817612997847732 0.6785458533662947 0.21199825313160403 0.3543139022033408 0.6785458533662947 1.0618949872081416 10.876049325692442 10.876049325692442 52.03653177443615 52.03653177443615 58666.46061340021 58655.46177079994 17.750783830578058 17.750783830578058 17.79061735458032 3.119876242088012 0.8504681291559997 1.1426948301728719 325.44284205394194 7.20258765499982 0.0002691543442884248 16.819698138210775 18.04438325866699 17.232638958299162 0.8750000000000002 """""" """""" """""" """""" 0 False True all False False 0 0.8504681291559997 1.1426948301728719 325.44284205394194 7.20258765499982 0.0002691543442884248 16.819698138210775 18.04438325866699 17.232638958299162 0.8750000000000002 False False 0.3 0.7 1.5 0.02 8 3 10.99884260026738 1.1426948301728719 0.8504681291559997 0.8117443003678275 1.3436068807268258 0.2935994280889318 -0.5579783962811575 False 0.068 Inputed -19.64062664738873 -19.68046017139099 """""" """""" """"""
-0.13994038514901114 0.27295210494985694 -8.422974499621201 18.731886566435275 5631.08516599943 254.0769426744062 44 28 28 72.88208330003545 69 True False 2021hq 112.85852083333332 5.548911111111111 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 112.85852083333332 5.548911111111111 TNS 2021hq ZTF21aaafzwx 2021hq SNIa 0.08 -0.043061258305346684 0.18137074374433482 0.009586084860941924 0.06449347688315044 0.18137074374433482 0.30815244054972624 10.837905448367833 10.837905448367833 62.04417785166761 62.04417785166761 59227.33789349999 59217.35567130009 18.229718456276455 18.229718456276455 18.35296740996188 1.716164577543387 1.7053492813753428 0.08195979474226713 112.85851278 5.54893242 0.0014733821336287978 17.71599365106821 18.75188493206501 18.05271930296421 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.7053492813753428 0.08195979474226713 112.85851278 5.54893242 0.0014733821336287978 17.71599365106821 18.75188493206501 18.05271930296421 0.99 False False 0.3 0.7 1.5 0.02 8 3 9.982222199905664 0.08195979474226713 1.7053492813753428 0.6991656291008006 0.048060415328036246 0.5221664757885556 -0.300248106997671 False 0.08 Inputed -19.436966612109497 -19.560215565794923 """""" """""" """"""
-0.04868527046569988 0.3708802718412818 -36.77011690470837 18.420967376029665 6303.948879493682 457.2946580237126 30 19 19 70.88993050018325 64 True False 2020abim 193.37349166666664 -5.431752777777778 SNIa 0.015661 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 193.37349166666664 -5.431752777777778 TNS 2020abim ZTF20acqntkr 2020abim SNIa 0.015661 -0.12599588246677484 -0.014103862211172213 -0.09901427311319466 -0.07137944460200885 -0.014103862211172213 0.04592447807781852 -16.39689156611404 -16.39689156611404 87.28682206629729 87.28682206629729 59184.5052894 59184.5052894 18.03390499042656 18.220442870370793 18.03390499042656 5.790942172180223 4.363788565988971 8.503673729275622 193.37229826 -5.42971116 0.0005575802974009392 13.085852555704117 14.018786251902581 13.379706493616105 0.76 """""" """""" """""" """""" 0 False True all False False 0 4.363788565988971 8.503673729275622 193.37229826 -5.42971116 0.0005575802974009392 13.085852555704117 14.018786251902581 13.379706493616105 0.76 False False 0.3 0.7 1.5 0.02 8 3 0.0 8.503673729275622 4.363788565988971 0.639079758286476 1.9486905932043992 -4.201656618468212 -4.654198496810455 False 0.015661 Inputed -16.181532137245433 -15.994994257301201 """""" """""" """"""
-0.02819733809483194 0.39604928546203944 -2.700777098613683 18.031713608515346 3664.421276230147 273.12231991825706 23 23 23 69.84751160023734 116 True False 2020hox 295.6089999999999 -15.878911111111112 SNII 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 295.6089999999999 -15.878911111111112 TNS 2020hox ZTF20abaslyx 2020hox SNII 0.03 0.6191534223956481 0.9314250711337948 0.6931340496367042 0.7697864828167233 0.9314250711337948 1.1047353990809725 30.146884411826044 30.146884411826044 39.700627188411296 39.700627188411296 58987.486874999944 58987.486874999944 17.781495690519982 18.75305871373544 17.781495690519982 1.3500484458974915 2.604109541381679 0.9765673390616454 295.60911026 -15.87916079 0.002838249297833717 17.420794400691985 21.488776898097992 20.742680267906188 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.604109541381679 0.9765673390616454 295.60911026 -15.87916079 0.002838249297833717 17.420794400691985 21.488776898097992 20.742680267906188 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.9765673390616454 2.604109541381679 0.7460966301918042 0.37501008446192396 2.7357181843625504 2.9611845773862058 False 0.03 Inputed -17.853301763105346 -16.881738739889887 """""" """""" """"""
-0.008293366255670101 0.8240721396015167 -4.522439785552139 17.85281381784116 5718.027267700967 53.18270739956986 46 39 39 42.8749421001412 46 True True 2020fbp 228.71038749999997 17.268608333333333 SNIa 0.065 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 228.71038749999997 17.268608333333333 TNS 2020fbp ZTF20aattqbi 2020fbp SNIa 0.065 0.00577333494863197 1.5350769552082824 0.28889824759103533 0.6316082560211029 1.5350769552082824 2.8144954669555347 25.787850927102845 25.787850927102845 17.087091173038353 17.087091173038353 58943.41949070012 58936.44076390006 17.60681142000116 17.60681142000116 17.796709533391727 3.77026645619056 2.125807982332373 2.192881717527731 228.71003011114152 17.26810378175975 0.0009173895043946834 16.202371176207663 17.279565212608574 16.562946740516423 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.125807982332373 2.192881717527731 228.71003011114152 17.26810378175975 0.0009173895043946834 16.202371176207663 17.279565212608574 16.562946740516423 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 6.978726800065488 2.192881717527731 2.125807982332373 0.7166184720921507 1.03155211371526 -0.32724620739258725 -1.2337627928753037 False 0.065 Inputed -19.535082975569676 -19.72498108896024 """""" """""" """"""
-0.03787584252189325 0.3013038615826661 -24.491514986480265 19.160753321222483 4917.595622611452 335.52598235878384 95 56 56 73.93407410010695 37 True True 2021iui 214.246625 32.23513055555556 SNIIn 0.106 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 214.246625 32.23513055555556 TNS 2021iui ZTF21aautijg 2021iui SNIIn 0.106 0.20929807976517267 0.4089605563048835 0.2569711422298653 0.30611646534840276 0.4089605563048835 0.5181125660673587 56.16214884905216 56.16214884905216 17.771925251054796 17.771925251054796 59358.30726849986 59309.3264583 18.846512371798052 19.080997634200944 18.846512371798052 0.5238221359162595 0.9268672406976961 0.6890559496510543 214.246835838243 32.235200055069356 0.0057794057796475284 20.952784085267186 21.37623531610072 21.179344311763643 0.8777777777777778 """""" """""" """""" """""" 0 False True all False False 0 0.9268672406976961 0.6890559496510543 214.246835838243 32.235200055069356 0.0057794057796475284 20.952784085267186 21.37623531610072 21.179344311763643 0.8777777777777778 False False 0.3 0.7 1.5 0.02 8 3 48.98081019986421 0.6890559496510543 0.9268672406976961 0.19689100433707551 0.7434246452947996 2.295237681899774 2.3328319399655904 False 0.106 Inputed -19.56644535370719 -19.3319600913043 """""" """""" """"""
-0.08118200147461097 0.16910823474277217 -34.06694710655966 18.97942069437734 5613.464950188846 299.36288785682854 28 17 17 46.99760420015082 70 True True 2018cjl 167.67930374999 40.789739194444 SLSN-II 0.083 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 167.67930374999 40.789739194444 TNS 2018cjl ZTF18aasufva 2018cjl SLSN-II 0.083 0.07172664495434944 0.2770210710483454 0.1204115674311943 0.17082552716924582 0.2770210710483454 0.390685489370707 31.825176323793052 31.825176323793052 15.172427876357766 15.172427876357766 58292.23987270007 58248.23950230004 18.420260129989657 18.46994306282289 18.420260129989657 3.555531477740044 2.9977782484430415 2.512468822375804 167.67950386293552 40.78905793039945 0.005161377269261358 17.6713554968524 18.229434858019353 17.888458050726058 0.96 """""" """""" """""" """""" 0 False True all False False 0 2.9977782484430415 2.512468822375804 167.67950386293552 40.78905793039945 0.005161377269261358 17.6713554968524 18.229434858019353 17.888458050726058 0.96 False False 0.3 0.7 1.5 0.02 8 3 44.00037040002644 2.512468822375804 2.9977782484430415 0.3409768072932948 0.838110298412068 -0.24050820480353607 -0.5318020792635991 False 0.083 Inputed -19.45103335014868 -19.40135041731545 """""" """""" """"""
-0.09671858947434993 0.2829563353929727 -11.007781064413184 17.479427590186628 6510.007329345714 96.31483429237977 142 66 66 74.80756939994171 77 True True 2019neq 268.61140159 47.26128442 SLSN-I 0.1059 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 268.61140159 47.26128442 TNS 2019neq ZTF19abpbopt 2019neq SLSN-I 0.1059 -0.12390035072262862 0.5129437711993141 0.010362101113944533 0.16036383810556742 0.5129437711993141 0.9457136118289817 28.91522438492542 28.91522438492542 45.89234501501629 45.89234501501629 58731.1774420999 58704.307384300046 16.909132840376465 16.909132840376465 17.148878543823567 2.6685766771362545 1.2366380761938167 1.7850045749068348 268.6112815352045 47.261773514766304 0.003856004813060032 19.27853719426751 19.68043752995968 19.579660454610586 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.2366380761938167 1.7850045749068348 268.6112815352045 47.261773514766304 0.003856004813060032 19.27853719426751 19.68043752995968 19.579660454610586 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 26.870057799853384 1.7850045749068348 1.2366380761938167 0.10077707534909308 1.4434332965072583 2.7713046895832143 2.4307819107870188 False 0.1059 Inputed -21.26198522302991 -21.501730926477013 """""" """""" """"""
-0.17513317698065362 0.2312956330102931 -6.617660440967935 18.99788142422432 6003.592999801753 112.86737119124496 62 43 43 64.95325230015442 70 True True 2021lhg 246.30229166666666 32.94235 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 246.30229166666666 32.94235 TNS 2021lhg ZTF21aayquba 2021lhg SNIa 0.09 -0.09253437868330394 0.447192022879932 0.02424025191042034 0.15256578389399778 0.447192022879932 0.7985796389512885 14.766575429235804 14.766575429235804 50.18667687091862 50.18667687091862 59349.36714120023 59336.3425925998 18.390959204038044 18.390959204038044 18.592458874173087 1.2911693243613294 1.636713079383125 1.346715655352961 246.301846830073 32.9423259685758 0.0053176262174066125 19.310726514308453 19.67441076472044 19.512398517447114 0.9650000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.636713079383125 1.346715655352961 246.301846830073 32.9423259685758 0.0053176262174066125 19.310726514308453 19.67441076472044 19.512398517447114 0.9650000000000001 False False 0.3 0.7 1.5 0.02 8 3 13.024548600427806 1.346715655352961 1.636713079383125 0.16201224727332786 0.8228171891071685 1.2834515606823977 0.9199396432740272 False 0.09 Inputed -19.45792577100615 -19.65942544114119 """""" """""" """"""
-0.15668759894253087 0.4304629514049527 -8.598821610324459 18.56161729584306 5868.373295903064 207.44523051710732 15 7 7 24.921423600055277 71 True False 2019brb 102.21974666666 19.351818 SNIa 0.071 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 102.21974666666 19.351818 TNS 2019brb ZTF19aalyleg 2019brb SNIa 0.071 -0.08548105558553942 0.18510823164805856 -0.022952584774202478 0.04290277035044099 0.18510823164805856 0.34220102190941404 11.732821723798237 11.732821723798237 13.18860187625704 13.18860187625704 58562.181608799845 58547.22942129988 18.22040322415527 18.22040322415527 18.366363348109108 2.377197549350777 3.9636001483730072 8.242368999143677 102.2200682 19.35408736 0.00396062696492816 15.835373590517044 16.785414733171464 16.212444469070434 1.0 """""" """""" """""" """""" 1 False True all False False 0 1.4989607570838048 5.351387745586215 102.21967987 19.35033284 0.007502337579309848 18.317986101055144 20.04155431098938 18.860732068252563 0.0 False False 0.3 0.7 1.5 0.02 8 3 14.952187499962747 8.242368999143677 3.9636001483730072 0.5729702641010306 2.079515766121624 -1.4349884909838053 -2.153918879038674 False 0.071 Inputed -19.160090462113214 -19.30605058606705 """""" """""" """"""
-0.06455181805276382 0.5236684789730746 -7.0409690286545175 17.40326612931134 3636.10841673531 243.36704304101835 50 30 30 68.9395833001472 96 True True 2021kmz 346.2244166666666 -6.542338888888889 SNII 0.019937 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 346.2244166666666 -6.542338888888889 TNS 2021kmz ZTF21abfxjkq 2021kmz SNII 0.019937 0.6730447062832887 1.0357997383567188 0.7584424116394466 0.8472898825172983 1.0357997383567188 1.2395535665703612 11.924942825124702 11.924942825124702 57.0146404750225 57.0146404750225 59386.37907409994 59377.43451389996 17.274847632057938 17.9814912357777 17.274847632057938 1.8344028857696413 4.119947150907771 14.39603308646793 346.2275915105925 -6.53988076887187 0.003741073493506275 14.781313115694523 16.97030833937645 15.974839719661475 0.9714285714285714 """""" """""" """""" """""" 8 False True all False False 0 0.7 0.4628295239480927 346.224408376668 -6.54221058921006 0.006226980022826956 21.82397333054304 21.52040006160736 21.324970761864186 0.4833333333333334 False False 0.3 0.7 1.5 0.02 8 3 8.944560199975967 14.39603308646793 4.119947150907771 0.9954686197149769 3.4942276100061065 -1.0111828964012481 -1.3000079123964632 False 0.019937 Inputed -17.467161464212936 -16.760517860493174 """""" """""" """"""
-0.14061661016533117 0.23788326218614642 -17.405387684018564 16.4073276859448 6226.384818109869 128.05972483870676 70 65 65 70.90553239965811 38 True False 2020syb 83.45907916666665 -13.354858333333333 SNIa 0.02897 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 83.45907916666665 -13.354858333333333 TNS 2020syb ZTF20abyxcib 2020syb SNIa 0.02897 -0.040083434501354986 0.4450187263014165 0.06683638305826989 0.18294227636986804 0.4450187263014165 0.7511284898460886 2.833325520583889 2.833325520583889 68.07220687907423 68.07220687907423 59112.51988429995 59102.493159700185 15.807058266256815 15.807058266256815 16.01389385997494 14.032811760194198 3.0572418814981313 0.9973257440693775 83.45899153 -13.35512192 0.00024140211443823834 13.764395489120483 14.735221333694458 14.079352145528793 0.63 """""" """""" """""" """""" 0 False True all False False 0 3.0572418814981313 0.9973257440693775 83.45899153 -13.35512192 0.00024140211443823834 13.764395489120483 14.735221333694458 14.079352145528793 0.63 False False 0.3 0.7 1.5 0.02 8 3 10.026724599767476 0.9973257440693775 3.0572418814981313 0.6558691881656653 0.32621748056802785 -1.0718369325623573 -1.934541714446146 False 0.02897 Inputed -19.54448498932759 -19.75132058304571 """""" """""" """"""
-0.267226555242429 0.5036049594446743 -11.459594271660615 16.159390334651327 6836.764054330759 266.17445811751804 36 14 14 18.023379599675536 90 True False 2021rmx 312.55434166666663 62.79933888888889 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 312.55434166666663 62.79933888888889 TNS 2021rmx ZTF21abiytsg 2021rmx CV 0.0 -0.26132811095159525 -0.08656433417879938 -0.2203510697420903 -0.17760266429863591 -0.08656433417879938 0.012248888100454991 -8.832911507384903 -8.832911507384903 26.85629110706044 26.85629110706044 59397.42506940011 59397.36535880016 16.31395654931466 16.31395654931466 16.717097587144202 4.303143651831959 0.7 7.5453774197194114 312.55546291 62.8013712 0.12340726563025517 21.494381983089447 23.64 21.973975864601137 0.5 """""" """""" """""" """""" 1 False True all False False 0 0.9457194000188576 4.372660111400058 312.5564587 62.80007297 0.001400175870535314 16.769953845977785 17.17150359916687 16.85206226425171 0.0 False False 0.3 0.7 1.5 0.02 8 3 0.059710599947720766 0.0 0.0 0.0 0.0 7.32604345068534 6.552902412855797 True 0.0 Inputed """""" """""" """""" """""" """"""
-0.20468350397905638 0.27730147480953754 -9.447726829678157 16.572214255662875 2941.996986317009 426.4445206871255 33 28 28 73.9359837998636 213 True True 2020abgq 187.20937499999997 -1.9441111111111111 SNIa 0.008076 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 187.20937499999997 -1.9441111111111111 TNS 2020abgq ZTF20acuosvy 2020abgq SNIa 0.008076 1.1347095408023975 1.3776586538132918 1.193460307064015 1.2535184253472842 1.3776586538132918 1.5073393411890912 13.808059626356926 13.808059626356926 60.127924173506685 60.127924173506685 59194.51563660009 59177.52635420021 16.01590054479166 17.089032812506773 16.01590054479166 6.700196624707029 10.25657223409816 19.264097823970076 187.2114573348695 -1.9391812490293199 0.0008123361480628644 11.378256458779573 12.610611750218869 12.654281333363055 0.9916666666666667 """""" """""" """""" """""" 25 False True all False False 0 0.7 1.7912744098961202 187.209260274967 -1.94459529642474 0.06172659062222985 23.740713890528678 18.33563853524923 23.78280683583498 0.48333333333333334 False False 0.3 0.7 1.5 0.02 8 3 16.98928239988163 19.264097823970076 10.25657223409816 -0.043669583144186674 1.8782198754400845 -4.478421062287904 -3.3616192114286036 False 0.008076 Inputed -16.757154496669756 -15.684022228954642 """""" """""" """"""
-0.10887875965842948 0.3706109329825389 -3.579142179316905 18.875128775939235 5466.6289112942395 88.68235798840915 88 49 49 44.93114580027759 51 True True 2021uhe 341.66789166666666 15.381163888888889 SNIa 0.088 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 341.66789166666666 15.381163888888889 TNS 2021uhe ZTF21abpapvy 2021uhe SNIa 0.088 0.006161477560894468 0.7875416687529011 0.16932213857075595 0.3526919391345409 0.7875416687529011 1.327785248144771 13.497095599515422 13.497095599515422 31.43405020076217 31.43405020076217 59430.40196759999 59422.442314799875 18.580965256125143 18.580965256125143 18.681693974087988 0.8206068110796658 2.327109010628562 3.6906477833717606 341.666884323332 15.380835802519499 0.0035821412442885725 17.427092639131544 18.03178668435097 17.69235027507782 0.97 """""" """""" """""" """""" 0 False True all False False 0 2.327109010628562 3.6906477833717606 341.666884323332 15.380835802519499 0.0035821412442885725 17.427092639131544 18.03178668435097 17.69235027507782 0.97 False False 0.3 0.7 1.5 0.02 8 3 7.959652800112963 3.6906477833717606 2.327109010628562 0.3394364092731479 1.5859367853055155 -0.5491785717741742 -0.9893436990101669 False 0.088 Inputed -19.318963396686236 -19.41969211464908 """""" """""" """"""
-0.1756699884877618 0.247975859912098 -5.3824710245893 19.47091113438417 6092.034785563397 210.01698647230378 25 20 20 52.90076390001923 62 True True 2021ujz 6.489604166666666 -17.917041666666666 SNIa 0.12 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 6.489604166666666 -17.917041666666666 TNS 2021ujz ZTF21abpryuv 2021ujz SNIa 0.12 -0.1508082759424525 0.1013686647289731 -0.09254978454152507 -0.031181267029253945 0.1013686647289731 0.24783635079165833 12.518852105262626 12.518852105262626 40.381911794756604 40.381911794756604 59425.42273150012 59415.45915509993 18.830860950639856 18.830860950639856 19.09206337949232 0.6619828040966075 2.3683996897811737 11.211886940030185 6.487765816303559 -17.919618472283197 0.00693865995535603 16.411161591720578 17.48037255818486 16.758006858662963 0.9949999999999999 """""" """""" """""" """""" 2 False True all False False 0 0.6466236936271336 9.861767933840703 6.48692133 -17.91604781 0.3950903271724261 22.574404173904657 23.576528812146186 22.86582766363025 0.016666666666666666 False False 0.3 0.7 1.5 0.02 8 3 9.963576400186867 11.211886940030185 2.3683996897811737 0.7223656995218981 4.733950518742931 -1.350488392454995 -2.334056520829357 False 0.12 Inputed -19.596379946262196 -19.85758237511466 """""" """""" """"""
-0.15550952235250654 0.4020693808838037 -8.278305419518272 18.954905063937556 5782.47398270017 156.4420258417321 17 9 9 20.013460699934512 57 True True 2020cpq 244.81329166666663 15.1195 SNIa 0.08164 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 244.81329166666663 15.1195 TNS 2020cpq ZTF20aanvqhk 2020cpq SNIa 0.08164 -0.051887340415905925 0.32969876121865127 0.03413240542514018 0.12619722812480916 0.32969876121865127 0.5612358324465845 7.591773067409775 7.591773067409775 12.421687632524737 12.421687632524737 58904.53767360002 58894.52659719996 18.673143787052297 18.689399387515028 18.673143787052297 1.1975493258495031 2.218076333795609 6.3744774246770906 244.8151088477725 15.11974052206935 0.003107626043040046 16.53415239896774 17.491213861732483 16.815603664489984 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.218076333795609 6.3744774246770906 244.8151088477725 15.11974052206935 0.003107626043040046 16.53415239896774 17.491213861732483 16.815603664489984 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 10.011076400056481 6.3744774246770906 2.218076333795609 0.6756101972424986 2.873876488177023 -1.1981855257825451 -1.8575401225623125 False 0.08164 Inputed -19.16163230043158 -19.14537669996885 """""" """""" """"""
-0.09834357332255579 0.3745062261941636 -21.818052195663444 18.11400159824977 5345.507629983 157.64549647240003 44 37 37 52.98575229989365 48 True True 2019wfh 192.48249166666665 32.766127777777776 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 192.48249166666665 32.766127777777776 TNS 2019wfh ZTF19acxpkpv 2019wfh SNIa 0.07 0.18115614771745214 0.6284209918860064 0.2825054050935165 0.3906049867442647 0.6284209918860064 0.8975468837686833 -8.820984509958501 -8.820984509958501 61.80673680985215 61.80673680985215 58831.561249999795 58828.551076400094 18.1185461214521 18.1185461214521 18.295946694789343 3.7505458519765655 1.1867579188725232 0.40829889037821093 192.48241303304002 32.76621992526725 0.0101376512212481 21.176601380238832 21.73391616499722 21.10047789690733 0.9187500000000001 """""" """""" """""" """""" 0 False True all False False 0 1.1867579188725232 0.40829889037821093 192.48241303304002 32.76621992526725 0.0101376512212481 21.176601380238832 21.73391616499722 21.10047789690733 0.9187500000000001 False False 0.3 0.7 1.5 0.02 8 3 3.0101735997013748 0.40829889037821093 1.1867579188725232 0.6334382680898898 0.3440456422368889 3.61537004354512 2.8045312021179853 False 0.07 Inputed -19.199219256801452 -19.376619830138697 """""" """""" """"""
-0.12000315601587587 0.4944251584357328 -4.884968017329015 17.739373777386746 3690.73020316703 170.4305851013946 75 38 38 26.97765039978549 50 True False 2021kcf 307.42825 70.816825 SNIbc 0.015 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 307.42825 70.816825 TNS 2021kcf ZTF21aawlcwh 2021kcf SNIbc 0.015 0.6423479219860049 1.170814003136563 0.7635473616025124 0.8917953607417601 1.170814003136563 1.4823596949124394 13.900975208037075 13.900975208037075 13.076675191748414 13.076675191748414 59335.38885420002 59322.47241900023 17.420098197281803 18.18230026778533 17.420098197281803 0.5956120568545349 4.47353636020599 1.8367817830487487 307.42741559 70.81725529 0.0020872872756521055 15.582803795909882 16.50415952606201 16.084172000312805 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.47353636020599 1.8367817830487487 307.42741559 70.81725529 0.0020872872756521055 15.582803795909882 16.50415952606201 16.084172000312805 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.916435199789703 1.8367817830487487 4.47353636020599 0.4199875257492067 0.4105883209953773 -1.6781407417233183 -1.3359261969689982 False 0.015 Inputed -16.701329136362773 -15.939127065859248 """""" """""" """"""
-0.18684197808341702 0.26662953190339533 -8.487296791658952 17.49822862627278 4986.910669699377 272.2430452565284 20 10 10 35.958657399751246 31 True False 2019lqv 322.37572291666 -23.11538144444 SNIa 0.033566 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 322.37572291666 -23.11538144444 TNS 2019lqv ZTF19abhpvfq 2019lqv SNIa 0.033566 0.12386331528018246 0.359702972137228 0.17953003934588452 0.23735101242751355 0.359702972137228 0.4914323251737116 7.569537671870092 7.569537671870092 28.389119727881152 28.389119727881152 58695.3368286998 58686.35493060015 17.077032636684223 17.24684792856823 17.077032636684223 8.370473196589224 3.4666127865774694 1.6736107986825786 322.37620802 -23.11551209 0.0003736808714664974 13.968772742903232 15.331760356402397 14.33197628481388 0.95 """""" """""" """""" """""" 0 False True all False False 0 3.4666127865774694 1.6736107986825786 322.37620802 -23.11551209 0.0003736808714664974 13.968772742903232 15.331760356402397 14.33197628481388 0.95 False False 0.3 0.7 1.5 0.02 8 3 8.981898099649698 1.6736107986825786 3.4666127865774694 0.9997840715885165 0.4827798492992081 -1.9150875721658327 -2.7450563518703426 False 0.033566 Inputed -18.80356645986491 -18.633751167980904 """""" """""" """"""
-0.1274412122620151 0.3175952427777948 -12.074039311011202 18.57773124068893 4272.250448213258 93.036372050263 61 27 27 28.988993000239134 49 True True 2019ilo 200.47632249999 32.422034416666 SNIc 0.0343 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 200.47632249999 32.422034416666 TNS 2019ilo ZTF18aahuujv 2019ilo SNIc 0.0343 0.5535840249026833 1.5753712611896553 0.771228128900173 1.0126062155315658 1.5753712611896553 2.261779553098698 15.977598219237565 15.977598219237565 13.011394781001568 13.011394781001568 58682.250127300154 58663.19854169991 18.254032755162477 18.61988613486645 18.254032755162477 1.7610614707415029 3.2478220141619016 0.6759074691719362 200.476532363958 32.4219722199484 0.0012998107762054456 15.841881182215214 16.257097317222357 16.015074418887494 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.2478220141619016 0.6759074691719362 200.476532363958 32.4219722199484 0.0012998107762054456 15.841881182215214 16.257097317222357 16.015074418887494 1.0 False False 0.3 0.7 1.5 0.02 8 3 19.051585600245744 0.6759074691719362 3.2478220141619016 0.2420228983348629 0.20811099445249426 -2.3627888176440948 -2.238958336274983 False 0.0343 Inputed -17.673930041649303 -17.30807666194533 """""" """""" """"""
-0.08005080682365805 0.3614097296056108 -7.989268346348237 19.617858155493497 6566.488755359943 211.88252994018978 17 5 5 12.939965299796313 44 True True 2018jma 55.850629166666 -6.393458388888 SNIa 0.116 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 55.850629166666 -6.393458388888 TNS 2018jma ZTF18acszgnm 2018jma SNIa 0.116 -0.22322208294519896 0.010000696063755754 -0.16938382043760924 -0.11264370876432395 0.010000696063755754 0.1456505332639999 10.75156270136737 10.75156270136737 2.1884025984289446 2.1884025984289446 58462.25778939994 58456.23067130009 19.005557577721977 19.005557577721977 19.27388920314262 3.816936578444241 1.6920023582602586 14.724695328247599 55.8511876293473 -6.38940602361542 0.004677526116157349 15.321722342538834 16.599273777236938 15.686334111475944 0.9800000000000001 """""" """""" """""" """""" 3 False True all False False 0 0.8449721128744723 7.975154376158822 55.85045413345365 -6.39566687004651 0.18677271237497073 21.928667346911432 23.449816346678734 22.29682469144106 0.35 False False 0.3 0.7 1.5 0.02 8 3 6.027118099853396 14.724695328247599 1.6920023582602586 0.9129396657609945 8.702526480747784 -2.4062838004850384 -3.587555091666676 False 0.116 Inputed -19.33921502483545 -19.607546650256094 """""" """""" """"""
-0.14416055734033578 0.31045384059784675 -22.47598896094486 17.592785276511506 5784.252063555582 185.4620807998191 29 22 22 59.859213000163436 42 True True 2021bjw 191.11429166666662 -6.531311111111111 SNIa 0.051646 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 191.11429166666662 -6.531311111111111 TNS 2021bjw ZTF21aagyewh 2021bjw SNIa 0.051646 0.03977478992423045 0.37784134686215154 0.11735251935533952 0.1994283815889979 0.37784134686215154 0.5766305243057381 -14.33568372712824 -14.33568372712824 74.19489672729168 74.19489672729168 59249.44017359987 59249.41387729999 17.69704351622643 17.69704351622643 17.788337230003997 2.2461213456854323 5.691379845369512 13.502598521981696 191.1105436498345 -6.530861642098095 0.003056248225340119 14.349803253359795 15.725336828553676 14.809623104878664 0.975 """""" """""" """""" """""" 2 False True all False False 0 1.0636529247357112 10.87301695230835 191.11701821102548 -6.529975362013316 0.15734637734042145 20.87293197199464 22.70355762450218 21.556518613159657 0.51875 False False 0.3 0.7 1.5 0.02 8 3 0.026296299882233143 13.502598521981696 5.691379845369512 0.9157137236750117 2.3724648308208365 -1.9717066876727536 -2.9787141251253324 False 0.051646 Inputed -19.037375775120413 -19.12866948889798 """""" """""" """"""
-0.10519292534449148 0.2757569482806945 -9.306580131731597 18.850014695085868 4635.147437942715 99.92323544664328 35 26 26 42.96103010000661 86 True False 2021ldd 307.1012083333333 2.01905 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 307.1012083333333 2.01905 TNS 2021ldd ZTF21aaxzkfe 2021ldd SNIa 0.08 0.33940284042430235 1.1764432537597997 0.5191457119849652 0.7175240926796533 1.1764432537597997 1.7303126304495962 15.920834306691594 15.920834306691594 27.040195793315014 27.040195793315014 59348.42157409992 59335.440567099955 18.53547807585628 18.733888067027454 18.53547807585628 1.1259750400227708 3.7551026030978973 2.2002841913141262 307.10181096 2.01894586 0.0030905930317295383 16.506748302793504 17.1811493016243 16.75401903500557 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.7551026030978973 2.2002841913141262 307.10181096 2.01894586 0.0030905930317295383 16.506748302793504 17.1811493016243 16.75401903500557 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.981006999965757 2.2002841913141262 3.7551026030978973 0.4271302666187289 0.5859451588616855 -1.5527387654031557 -1.7814590408507094 False 0.08 Inputed -19.2544559462151 -19.056045955043924 """""" """""" """"""
-0.16641023133744365 0.32520589427957003 -4.210753574456267 18.882964795759655 5687.509327546904 221.91165143843295 21 11 11 20.002476800233126 50 True True 2020cpf 208.56574999999998 1.8292527777777778 SNIa 0.083 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 208.56574999999998 1.8292527777777778 TNS 2020cpf ZTF20aanvliy 2020cpf SNIa 0.083 -0.0742720367237375 0.17931951726186668 -0.0153597043408773 0.046472891353033674 0.17931951726186668 0.3251378094642554 6.476554170978719 6.476554170978719 13.525922629254406 13.525922629254406 58898.43906249991 58894.501921299845 18.549863992811172 18.549863992811172 18.602915561961655 0.5200635022781923 1.4064600957510056 0.3272846842241405 208.56583477092948 1.8292198190398898 0.00037637886164954004 16.409491229248047 17.545948126301766 16.824157224462034 0.9850000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.4064600957510056 0.3272846842241405 208.56583477092948 1.8292198190398898 0.00037637886164954004 16.409491229248047 17.545948126301766 16.824157224462034 0.9850000000000001 False False 0.3 0.7 1.5 0.02 8 3 3.9371412000618875 0.3272846842241405 1.4064600957510056 0.7217909018397322 0.23270100958632653 -1.0039158665094057 -1.778758337499621 False 0.083 Inputed -19.268377918176682 -19.321429487327165 """""" """""" """"""
-0.12859508196433206 0.35452951315012715 -7.278356045234151 18.778191307142958 6105.321973438109 93.61151279186095 27 24 24 49.850833400152624 44 True True 2020hcl 175.06474999999998 35.56953888888889 SNIa 0.075 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 175.06474999999998 35.56953888888889 TNS 2020hcl ZTF20aaulzvl 2020hcl SNIa 0.075 -0.08962261867169019 0.58895237335717 0.05293307488089738 0.21255290771555124 0.58895237335717 1.052926954389406 10.722065547120236 10.722065547120236 39.128767853032386 39.128767853032386 58954.27952549979 58944.34289349988 18.338602791312937 18.338602791312937 18.558786768389965 1.2367696683303033 0.7 0.34317380127748 175.064778387754 35.5694464017694 0.004853462272164544 21.554819273149967 22.42323309573412 22.244186290136575 0.5 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.34317380127748 175.064778387754 35.5694464017694 0.004853462272164544 21.554819273149967 22.42323309573412 22.244186290136575 0.5 False False 0.3 0.7 1.5 0.02 8 3 9.936631999909878 0.34317380127748 0.7 0.17904680559754382 0.49024828753925714 4.084630304421182 3.6853995217466107 False 0.075 Inputed -19.0886146549635 -19.308798632040528 """""" """""" """"""
-0.17681045024283898 0.3208324275341178 -3.4682278329888336 19.260137817776247 5250.3469212210675 147.7179731071079 23 14 14 37.93160879984498 59 True True 2019ctu 160.16074291666 12.219528111111 SNIa 0.095 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 160.16074291666 12.219528111111 TNS 2019ctu ZTF19aanfzox 2019ctu SNIa 0.095 0.03856518221599714 0.4751789354304421 0.13658999707414665 0.24177646760222515 0.4751789354304421 0.7420882731262459 10.98329053284207 10.98329053284207 26.94831826700291 26.94831826700291 58575.25380790001 58567.23197920015 19.027871364546264 19.027871364546264 19.070170096278126 1.0988422530111386 1.2723063410852797 0.19130954092171926 160.1607069898595 12.219488222369051 0.0026674157684501987 19.262300256475804 19.757438322862384 19.405584726172684 0.9850000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.2723063410852797 0.19130954092171926 160.1607069898595 12.219488222369051 0.0026674157684501987 19.262300256475804 19.757438322862384 19.405584726172684 0.9850000000000001 False False 0.3 0.7 1.5 0.02 8 3 8.021828699856997 0.19130954092171926 1.2723063410852797 0.3518535966897005 0.15036436960498983 0.72956695831612 0.33541462989455795 False 0.095 Inputed -19.099919636867135 -19.142218368598996 """""" """""" """"""
-0.186677361534537 0.22395248140318103 -9.306880346494598 14.524613446778577 5275.6837888912 133.0119688047071 85 50 50 61.97550929989666 424 True False 2021hpr 154.16091666666665 73.40050000000001 SNIa 0.009346 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 154.16091666666665 73.40050000000001 TNS 2021hpr ZTF21aarqkes 2021hpr SNIa 0.009346 0.0980870702668426 0.6119587295900786 0.2122441885250126 0.335573586404907 0.6119587295900786 0.9320571786962937 17.607637737272622 17.607637737272622 44.36787156262403 44.36787156262403 59324.18431709986 59305.2853472 14.090642044415132 14.090642044415132 14.175134342209134 29.979529797786068 24.283949316382866 45.24539477285999 154.19511538 73.39259659 0.000409117437357831 8.216586167957782 19.43236498208046 19.917654594147205 1.0 """""" """""" """""" """""" 284 False True all False False 0 1.1047408165536001 2.1237164348781734 154.16044596 73.39992561 0.003953627657796832 19.299025069773197 14.107634652793408 19.653864261949064 0.5 False False 0.3 0.7 1.5 0.02 8 3 18.898969899863005 45.24539477285999 24.283949316382866 -0.4852896120667438 1.8631810741894335 5.341722937665329 5.742520251938071 False 0.009346 Inputed -18.915787864063564 -19.000280161857564 """""" """""" """"""
-0.23520876254526638 0.2154554687106554 -9.266465510048238 17.957421051713464 5542.056704465767 199.8965420880026 22 16 16 50.982615699991584 24 True False 2020adik 187.84839166666666 -13.911936111111112 SNIa 0.042 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 187.84839166666666 -13.911936111111112 TNS 2020adik ZTF20aczfwjj 2020adik SNIa 0.042 -0.004294557162854318 0.29662124534876 0.06513615099601111 0.13833291622287192 0.29662124534876 0.4718180668051062 11.29796638856861 11.29796638856861 39.68464931142297 39.68464931142297 59216.5394444 59202.50113430014 17.500770719163665 17.500770719163665 17.53447615052 1.3983101755600493 3.3573010054005503 3.497447284773512 187.84813626 -13.91287546 0.0031652822640408917 16.62542205657959 17.095033699536323 16.787411519932746 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.3573010054005503 3.497447284773512 187.84813626 -13.91287546 0.0031652822640408917 16.62542205657959 17.095033699536323 16.787411519932746 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.03831009985879 3.497447284773512 3.3573010054005503 0.30762217960357674 1.0417437337752924 -0.40573701962734177 -0.7470646305872535 False 0.042 Inputed -18.83732229262819 -18.871027723984525 """""" """""" """"""
-0.1735998212760069 0.216492168948197 -8.652372080165442 18.5313927741512 4265.624172951198 121.2352664562283 37 19 19 36.93606480024755 62 True True 2020aatr 129.04504166666666 -3.435080555555556 SNIa 0.052 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 129.04504166666666 -3.435080555555556 TNS 2020aatr ZTF20acsesce 2020aatr SNIa 0.052 0.44738739047366494 1.1537358460913119 0.6034276668456116 0.7725646991197621 1.1537358460913119 1.59888344195398 14.14038752710493 14.14038752710493 22.79567727314262 22.79567727314262 59187.440555599984 59173.46232639998 18.090656216173784 18.37778888190717 18.090656216173784 2.844954082475018 2.879598813753117 4.488490066529155 129.0451685780885 -3.4338402054005153 0.0004787994372301707 14.233299320441485 15.456510546479226 14.669251552784443 0.9800000000000001 """""" """""" """""" """""" 1 False True all False False 0 1.7363292750220731 1.970453853296984 129.0453067 -3.43460139 0.0021965550099163345 17.82804606258869 23.64 14.99056398949623 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.978229200001806 4.488490066529155 2.879598813753117 0.7872589936947829 1.5587206263219335 -2.9212783354279424 -3.4214046633893407 False 0.052 Inputed -18.750070460661092 -18.462937794927708 """""" """""" """"""
-0.13083753921862773 0.31895542774772556 -6.6468977803094464 18.957762278075407 5480.068964648004 174.6554960893697 46 27 27 44.87929399963468 38 True False 2020uzh 31.731108333333328 -11.074958333333333 SNIa 0.085 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 31.731108333333328 -11.074958333333333 TNS 2020uzh ZTF20achbkud 2020uzh SNIa 0.085 -0.00030368021495519315 0.3505261785689697 0.07971928915203819 0.16471460607972688 0.3505261785689697 0.559038540512713 12.066864087350035 12.066864087350035 32.81242991228465 32.81242991228465 59134.37950230017 59124.39950230019 18.6029630221403 18.6029630221403 18.639048068965703 0.47461719351509774 1.8383206011521585 1.2635900391989265 31.73104918 -11.07461217 0.0014370711289098947 17.339335694932938 18.28555321955681 17.708048307824136 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.8383206011521585 1.2635900391989265 31.73104918 -11.07461217 0.0014370711289098947 17.339335694932938 18.28555321955681 17.708048307824136 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.979999999981374 1.2635900391989265 1.8383206011521585 0.5775049117326745 0.6873610829400365 -0.31740980258349083 -0.9309997611415675 False 0.085 Inputed -19.284889546997242 -19.320974593822644 """""" """""" """"""
-0.17144601788754235 0.2850892655890126 -5.684174697224732 18.894530097779654 5737.476667521598 165.34081860937948 12 9 9 34.938206099905074 62 True False 2019fil 232.671305 -20.38592780555 SNIa 0.085 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 232.671305 -20.38592780555 TNS 2019fil ZTF19aauxepf 2019fil SNIa 0.085 -0.06574954859970461 0.2886339898518031 0.01455849279641086 0.10021894957363742 0.2886339898518031 0.5016787147843402 10.70121784594096 10.70121784594096 24.236988253964114 24.236988253964114 58617.37980319979 58608.31422450021 18.39973903433875 18.39973903433875 18.648577668271734 2.448605405212145 1.5219284424598791 3.0537208185576303 232.67220289 -20.38603344 0.006025127975664346 18.956278304767608 19.074424642562867 19.07745112557411 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.5219284424598791 3.0537208185576303 232.67220289 -20.38603344 0.006025127975664346 18.956278304767608 19.074424642562867 19.07745112557411 0.99 False False 0.3 0.7 1.5 0.02 8 3 9.0655786995776 3.0537208185576303 1.5219284424598791 -0.0030264830112436414 2.00648120723858 0.6746856082241166 0.4288734573023767 False 0.085 Inputed -19.27535994769121 -19.524198581624194 """""" """""" """"""
-0.02550536491069064 0.13981062241396844 -11.967242725827644 19.150268859626124 4872.628327914801 139.74870061320885 81 37 37 61.93093749973923 44 True True 2020aavm 116.68199583333332 18.113558333333334 SNIIP 0.045 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 116.68199583333332 18.113558333333334 TNS 2020aavm ZTF20acrinvz 2020aavm SNIIP 0.045 0.24406681866453184 0.7778622660742371 0.3636322763283246 0.4921100605700346 0.7778622660742371 1.1058201454591838 94.11007354571399 94.11007354571399 -32.17913604597476 -32.17913604597476 59199.380370399915 59170.4423727002 18.945947096028174 19.056451200737975 18.945947096028174 0.8295019393629757 2.7904682737830173 5.20048547601342 116.6834685339355 18.113915553542547 0.006077150370053408 17.46587932329297 17.94944890783548 17.548409604032038 0.945 """""" """""" """""" """""" 1 False True all False False 0 0.7 1.89202042152981 116.681460978809 18.1136917379931 0.01542638744046132 21.793109208014013 24.86110443465233 22.986596683692934 0.1 False False 0.3 0.7 1.5 0.02 8 3 28.937997699715197 5.20048547601342 2.7904682737830173 0.40103930380344366 1.863660491994471 -1.107002292902493 -1.397537491996136 False 0.045 Inputed -17.577228343719728 -17.466724239009928 """""" """""" """"""
-0.22467121756745598 0.2030664852729318 -8.253676635504025 16.38657450004052 5454.582325734742 119.37881185357074 45 33 33 72.98342589987442 76 True True 2020kpx 234.54229166666664 4.780669444444444 SNIa 0.02291 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 234.54229166666664 4.780669444444444 TNS 2020kpx ZTF20abawgdl 2020kpx SNIa 0.02291 0.04908095976592719 0.61228223768655 0.17237861377252628 0.3068428685903193 0.61228223768655 0.9720150948581434 12.77966883766446 12.77966883766446 60.20375706220996 60.20375706220996 59005.229039399885 58991.291493100114 15.831956344723778 15.831956344723778 15.936843639756491 17.19335329943941 5.073666264997543 7.758160176388051 234.5444385170665 4.7804100962410345 0.0012420915667891164 14.016352822406292 14.973347028241157 14.334788351569175 0.9916666666666667 """""" """""" """""" """""" 4 False True all False False 0 0.8832378530532996 1.9635323751125668 234.54184489 4.78098451 0.004934250432610199 19.982650383758546 19.94758708307743 16.44573991994858 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.937546299770474 7.758160176388051 5.073666264997543 0.6385586766719822 1.5291033684872861 -0.858609316482621 -1.6020552881873158 False 0.02291 Inputed -19.10862533181396 -19.213512626846672 """""" """""" """"""
-0.1940042806749406 0.29631884363530314 -8.943103353220875 17.538988563551325 4671.608423273581 261.2475769673983 35 22 22 69.77026619995013 48 True True 2018las 164.96759041666 19.794934611111 SNIa 0.027 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 164.96759041666 19.794934611111 TNS 2018las ZTF18adalarn 2018las SNIa 0.027 0.22920187609764042 0.49346051722995554 0.291490582834129 0.3562472057438626 0.49346051722995554 0.6414606116785393 12.351167259304392 12.351167259304392 57.41909894064574 57.41909894064574 58491.527905100025 58476.50318290014 17.226806305137465 17.458034768098457 17.226806305137465 3.041974577194504 4.115285062824621 0.42242007640747475 164.9674810469655 19.794878232557302 0.0026852773656549367 16.185304117756488 16.597011682999135 16.295586737113 0.9812500000000001 """""" """""" """""" """""" 0 False True all False False 0 4.115285062824621 0.42242007640747475 164.9674810469655 19.794878232557302 0.0026852773656549367 16.185304117756488 16.597011682999135 16.295586737113 0.9812500000000001 False False 0.3 0.7 1.5 0.02 8 3 15.024722199887037 0.42242007640747475 4.115285062824621 0.30142494588613644 0.10264661377249452 -0.8610230850993226 -0.931219568024467 False 0.027 Inputed -18.17758382405073 -17.946355361089736 """""" """""" """"""
-0.1868750411030074 0.3011970857569315 -4.77966098169555 18.581399987289622 6211.062162306889 188.20289413273983 23 17 17 35.95986109972 116 True False 2021jji 301.40538749999996 0.1646638888888889 SNIa 0.072 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 301.40538749999996 0.1646638888888889 TNS 2021jji ZTF21aauzzny 2021jji SNIa 0.072 -0.17389267125591346 0.10502200986819332 -0.1100748458027958 -0.04242782671706635 0.10502200986819332 0.2698377766363578 11.621274529973014 11.621274529973014 24.338586569746987 24.338586569746987 59323.47739579994 59313.49781250022 18.034350552890352 18.034350552890352 18.29113384051994 1.1025495148078437 2.4631877050376483 3.2657280630066046 301.40628771 0.16455189 0.0009737114787798928 15.72415555791855 16.7570352645874 16.111348688030244 0.95 """""" """""" """""" """""" 0 False True all False False 0 2.4631877050376483 3.2657280630066046 301.40628771 0.16455189 0.0009737114787798928 15.72415555791855 16.7570352645874 16.111348688030244 0.95 False False 0.3 0.7 1.5 0.02 8 3 9.979583299718797 3.2657280630066046 2.4631877050376483 0.6456865765571571 1.325813723545153 -1.277315288302951 -2.1797851524896963 False 0.072 Inputed -19.26617579892832 -19.522959086557908 """""" """""" """"""
-0.17801769763543776 0.20027612701778175 -8.488875908650261 18.24028147700203 5809.837334702187 118.65114439622073 70 47 47 73.8716087997891 52 True False 2021sfh 225.94062916666667 76.78836944444444 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 225.94062916666667 76.78836944444444 TNS 2021sfh ZTF21abjeyoh 2021sfh SNIa 0.06 -0.033670989283287156 0.49956582928670556 0.08271558285255054 0.20989513857502473 0.49956582928670556 0.8417362768233367 15.515545669527429 15.515545669527429 58.356063130261674 58.356063130261674 59414.25722219981 59399.285937500186 17.566517740757245 17.566517740757245 17.736943407557234 2.5061334808263886 1.2537946030347145 3.842582131431992 225.93620269 76.78870984 0.02293296696537106 20.562863614052535 23.691206316304207 23.27 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 2.971803874911048 225.93702107 76.78840749 0.0634808854950476 22.81 23.64 20.51244501039982 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.971284699626267 3.842582131431992 1.2537946030347145 0.42120631630420746 3.064762060812285 6.124688575546962 5.533056592442765 False 0.06 Inputed -19.418557573640566 -19.588983240440555 """""" """""" """"""
-0.12698437093418738 0.28258577993090095 -5.5610324204767725 18.91116889852044 5432.699023511825 88.20369389750111 56 32 32 39.91208339994773 41 True True 2021ses 260.67340416666667 63.18633055555555 SNIa 0.075 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 260.67340416666667 63.18633055555555 TNS 2021ses ZTF21abjdqbo 2021ses SNIa 0.075 0.04616811898750939 0.8559268942223568 0.21531274820925006 0.40535411537830157 0.8559268942223568 1.415753364199805 14.435698948925012 14.435698948925012 25.47638445102272 25.47638445102272 59410.35300929984 59400.30847219983 18.56520552957501 18.56520552957501 18.646239200928054 0.7372889242960244 1.3152508402066072 0.7392045595212637 260.6730293554215 63.186447073659494 0.0004837288154385666 16.83394234453857 18.09659386350274 17.305816751635078 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.3152508402066072 0.7392045595212637 260.6730293554215 63.186447073659494 0.0004837288154385666 16.83394234453857 18.09659386350274 17.305816751635078 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 10.04453710000962 0.7392045595212637 1.3152508402066072 0.7907771118676621 0.5620255368209042 -0.46861166607227034 -1.3404224492929764 False 0.075 Inputed -19.00116222242541 -19.082195893778454 """""" """""" """"""
-0.1209367584954166 0.24167691174749037 -15.599300060960715 17.769391944872243 4506.155358014506 132.90764894378984 28 25 25 62.91344910021871 51 True True 2020nf 260.98916708333 30.821161 SNIc 0.0482 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 260.98916708333 30.821161 TNS 2020nf ZTF20aacdfyv 2020nf SNIc 0.0482 0.4313801316103678 1.0609807046565365 0.5719703850235192 0.7233206659271545 1.0609807046565365 1.4502430111594329 18.12718512397696 18.12718512397696 44.786263976241756 44.786263976241756 58873.53460650006 58851.551064800005 17.515475623633353 17.751210797399946 17.515475623633353 2.8590886849551227 2.9122266979463856 4.620856887969843 260.9903593211135 30.82038688119825 0.0016373370782757357 15.80464396066904 16.871702780423163 16.17203417671204 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.4411266647099468 4.444570385315209 260.98820753146254 30.8220803568479 0.0009534592063389358 16.395895572161674 16.98733971511841 16.546834851175547 0.0 False False 0.3 0.7 1.5 0.02 8 3 21.983541700057685 4.620856887969843 2.9122266979463856 0.6996686037111246 1.5867091978891383 -0.8795080169767822 -1.3434414469213145 False 0.0482 Inputed -19.15852460100332 -18.92278942723673 """""" """""" """"""
-0.18443378128586316 0.22914311343542232 -6.52630657317991 17.95570494124324 5361.431648667255 225.79646365083084 47 30 30 51.935416700318456 54 True False 2021vxj 18.711129166666666 75.74001111111112 SNIa 0.069477 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 18.711129166666666 75.74001111111112 TNS 2021vxj ZTF21abtaxou 2021vxj SNIa 0.069477 0.017073713713532612 0.2845639083877991 0.07938090517283314 0.14466244258935035 0.2845639083877991 0.4376422853495754 14.455686031169781 14.455686031169781 37.47973066914867 37.47973066914867 59449.38369210018 59436.390520799905 17.36238098777207 17.396905562373984 17.36238098777207 1.612573515809149 1.6626244959127012 2.651418158020634 18.71340098 75.73953228 0.002300340349935426 17.722721590232847 18.29718850593567 17.796743794631958 0.575 """""" """""" """""" """""" 0 False True all False False 0 1.6626244959127012 2.651418158020634 18.71340098 75.73953228 0.002300340349935426 17.722721590232847 18.29718850593567 17.796743794631958 0.575 False False 0.3 0.7 1.5 0.02 8 3 12.993171300273389 2.651418158020634 1.6626244959127012 0.5004447113037109 1.5947185696702564 0.9002829435616846 0.4343628068598875 False 0.069477 Inputed -20.11624521974401 -20.081720645142095 """""" """""" """"""
-0.16588181986627162 0.15821154820564404 -10.178789508853678 18.555396590067836 6018.744860675906 70.58539087633908 47 34 34 49.93131950031966 47 True True 2018kgb 177.36698249999 29.175061333333 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 177.36698249999 29.175061333333 TNS 2018kgb ZTF18acvwmpw 2018kgb SNIa 0.08 0.01659855832876289 1.0685301799061406 0.22644397838837094 0.4691069051525858 1.0685301799061406 1.8520315759122248 18.93481989730231 18.93481989730231 30.996499603017348 30.996499603017348 58482.502569399774 58464.504236099776 17.93990017973215 17.93990017973215 18.08492489861337 1.1061207795730945 1.3851798083487197 4.760625510219942 177.36667027903349 29.17376734202385 0.008978359555974702 18.83860713127017 19.11433106047988 18.904402317230105 0.9650000000000002 """""" """""" """""" """""" 1 False True all False False 0 0.7 3.2425987799591187 177.366475146716 29.1742770754499 0.03740025423342197 21.90510257690072 22.41204748816967 22.14692970705509 0.125 False False 0.3 0.7 1.5 0.02 8 3 17.998333299998194 4.760625510219942 1.3851798083487197 0.20992874324977606 3.436828548558695 1.1744308807477317 0.8194774186167351 False 0.08 Inputed -19.70500912345801 -19.85003384233923 """""" """""" """"""
-0.12807482514675428 0.3339954568898707 -12.309417602570269 18.415525635746945 5956.876124290295 179.28216083117923 15 12 12 46.99503479991108 54 True True 2020ikp 168.06199999999998 -2.002 SNII 0.0467 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 168.06199999999998 -2.002 TNS 2020ikp ZTF20aayknbc 2020ikp SNII 0.0467 -0.06991285639814748 0.2525057621028637 0.003703724063161218 0.08184439175249025 0.2525057621028637 0.4437619519668985 4.250656139593037 4.250656139593037 42.74437866031805 42.74437866031805 58974.18836810021 58966.19069440011 17.972629954673877 17.972629954673877 18.11857017538331 2.2050454289993757 1.4850074999012421 0.5108779035183634 168.061858696483 -2.002014010067515 0.0022482877570488835 18.599210675047637 18.63998957252741 18.625375345685484 0.9700000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.4850074999012421 0.5108779035183634 168.061858696483 -2.002014010067515 0.0022482877570488835 18.599210675047637 18.63998957252741 18.625375345685484 0.9700000000000001 False False 0.3 0.7 1.5 0.02 8 3 7.997673700097948 0.5108779035183634 1.4850074999012421 0.014614226841924705 0.3440237867837963 0.6673596178535313 0.5068051703021723 False 0.0467 Inputed -18.486006446718957 -18.63194666742839 """""" """""" """"""
-0.12068972548768277 0.35791897650226656 -9.851441970201563 18.603124091364005 5762.809058605905 184.07938855952358 61 27 27 36.918159699998796 80 True False 2021sgl 238.66972499999997 -13.351483333333332 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 238.66972499999997 -13.351483333333332 TNS 2021sgl ZTF21abkiefj 2021sgl SNIa 0.08 -0.04666596219175645 0.27232919350387164 0.026374059580469122 0.10376111437452806 0.27232919350387164 0.4606148508619228 15.617891050937178 15.617891050937178 21.300268649061618 21.300268649061618 59419.22891200008 59402.272719900124 18.25386091452337 18.25386091452337 18.44606605535857 0.2678072536889852 1.8424476140043162 5.5689657240427834 238.6712333 -13.3509941 0.002113302530284855 16.423470955753327 17.18621061306 16.6285911067009 0.99 """""" """""" """""" """""" 1 False True all False False 0 0.8565758729390467 3.9353343940663708 238.66913598 -13.35241421 0.028244330714164323 21.016323834896088 21.827757498550415 20.882759585666655 0.5375 False False 0.3 0.7 1.5 0.02 8 3 16.956192099954933 5.5689657240427834 1.8424476140043162 0.5576195063590994 3.0225910803180844 -1.0676503014633703 -1.8174749486576722 False 0.08 Inputed -19.343867966712807 -19.53607310754801 """""" """""" """"""
-0.14615617743666304 0.2525012877795252 -7.952410174289031 18.650235514517213 5363.468846584876 142.19551721399878 41 24 24 59.895023099612445 42 True True 2020adkc 154.08175 -1.516313888888889 SNIa 0.0917 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 154.08175 -1.516313888888889 TNS 2020adkc ZTF20acyxrez 2020adkc SNIa 0.0917 0.05420556820901368 0.5155108815083693 0.15737745880036158 0.2683602167668724 0.5155108815083693 0.7994382707893628 13.443696755316402 13.443696755316402 46.45132634429604 46.45132634429604 59216.44230319979 59204.46310190018 18.25438259407526 18.25438259407526 18.300337937221716 1.298310160130564 2.085781240368965 7.049770890481056 154.08351097050098 -1.5154560000662598 0.003073960123618824 16.37944253495097 17.27965479209423 16.7308020381546 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.085781240368965 7.049770890481056 154.08351097050098 -1.5154560000662598 0.003073960123618824 16.37944253495097 17.27965479209423 16.7308020381546 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 11.979201299604028 7.049770890481056 2.085781240368965 0.5488527539396308 3.3799186386555014 -0.9747278019810288 -1.569535899067116 False 0.0917 Inputed -19.791466001846366 -19.837421344992823 """""" """""" """"""
-0.19128935204888475 0.2804294968345702 -6.5163173645225845 17.435720893805108 5355.629583012047 88.46853462650714 29 18 18 43.81509259995073 78 True False 2019xck 97.07010416666667 23.60859166666667 SNIa 0.035 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 97.07010416666667 23.60859166666667 TNS 2019xck ZTF19aczeomw 2019xck SNIa 0.035 0.08161267189830923 0.9086202510637023 0.25464156455874587 0.448836513982819 0.9086202510637023 1.479077444760975 9.954809445582612 9.954809445582612 33.86028315436812 33.86028315436812 58846.23538189987 58836.41090280004 17.047542451507876 17.047542451507876 17.163548452023296 1.874974289833438 3.122932715866988 7.16425905010073 97.06817976 23.60766917 0.001521048271062364 15.061168064308166 16.18551418876648 15.430652234745025 0.9 """""" """""" """""" """""" 0 False True all False False 0 3.122932715866988 7.16425905010073 97.06817976 23.60766917 0.001521048271062364 15.061168064308166 16.18551418876648 15.430652234745025 0.9 False False 0.3 0.7 1.5 0.02 8 3 9.82447909982875 7.16425905010073 3.122932715866988 0.7548619540214538 2.294080501222643 -0.8620282627413971 -1.7328962172782703 False 0.035 Inputed -18.808656243337072 -18.92466224385249 """""" """""" """"""
-0.04308736665698053 0.3416632814312369 -18.478818313004652 20.006444752020144 5825.875678524257 288.24388554609084 82 47 47 74.90114580001682 54 True True 2020pfb 204.5605083333333 14.3951 SNIIn 0.0768 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 204.5605083333333 14.3951 TNS 2020pfb ZTF20aawlzpj 2020pfb SNIIn 0.0768 -0.04704891934391142 0.14816994100285186 -0.0009103982680933598 0.04697355664433189 0.14816994100285186 0.25693442284947565 37.408448096385605 37.408448096385605 37.492697703631215 37.492697703631215 58994.25340279983 58963.29060189985 19.557570690520482 19.557570690520482 19.663121917078584 0.8441777337607226 1.4234575782818832 0.7335226237744321 204.56034772160848 14.39523158591545 0.0031126576475745127 19.093103999557496 19.860507170559167 19.394211651570796 0.985 """""" """""" """""" """""" 0 False True all False False 0 1.4234575782818832 0.7335226237744321 204.56034772160848 14.39523158591545 0.0031126576475745127 19.093103999557496 19.860507170559167 19.394211651570796 0.985 False False 0.3 0.7 1.5 0.02 8 3 30.962800899986178 0.7335226237744321 1.4234575782818832 0.46629551898837107 0.5153104911351104 0.3029364800386851 -0.2689102655077882 False 0.0768 Inputed -18.036642806231555 -18.142194032789657 """""" """""" """"""
-0.07419668969480823 0.3059648355818012 -16.04663081818986 18.58505513653183 4897.3961663187365 170.6856899346273 14 10 10 14.937210700009018 43 True False 2021C 161.61651666666666 -27.739597222222223 SNIa 0.059685 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 161.61651666666666 -27.739597222222223 TNS 2021C ZTF21aaabvoj 2021C SNIa 0.059685 0.24940553407647315 0.6763893780203034 0.3469795676751275 0.45048326949494566 0.6763893780203034 0.9295054921970376 -0.08520309272407012 -0.08520309272407012 15.022413792733088 15.022413792733088 59215.50190970022 59215.50190970022 18.372694721304672 18.372694721304672 18.44396959095269 6.140324337739647 3.153581822108483 0.8941014652864312 161.61658997 -27.73983696 0.0005169754175161634 14.693493249297141 15.747805373477934 15.06794583647251 0.96 """""" """""" """""" """""" 0 False True all False False 0 3.153581822108483 0.8941014652864312 161.61658997 -27.73983696 0.0005169754175161634 14.693493249297141 15.747805373477934 15.06794583647251 0.96 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.8941014652864312 3.153581822108483 0.6798595370054237 0.28351934902029446 -2.6248893478267377 -3.3760237544801797 False 0.059685 Inputed -18.699943782563746 -18.771218652211765 """""" """""" """"""
-0.19106879099386131 0.1791550291887269 -11.7609185867762 16.44659086201173 6076.210703393502 106.40074846491726 43 35 35 73.85562499985099 60 True False 2019omz 78.614243333333 6.0279828333333 SNIa 0.02665 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 78.614243333333 6.0279828333333 TNS 2019omz ZTF19abqysic 2019omz SNIa 0.02665 -0.041352693883762726 0.5621556706264315 0.08830532054076556 0.23142566342798432 0.5621556706264315 0.9599006758042563 15.273836373457307 15.273836373457307 58.58178862639368 58.58178862639368 58734.51846060017 58716.4831019002 15.805546641226666 15.805546641226666 15.962186484879915 9.58864865725357 5.64779246243444 0.23120996039550606 78.61419772 6.0280283 0.0009188898904214371 13.94255595870018 15.010032120084762 17.06634817943573 0.9833333333333334 """""" """""" """""" """""" 0 False True all False False 0 5.64779246243444 0.23120996039550606 78.61419772 6.0280283 0.0009188898904214371 13.94255595870018 15.010032120084762 17.06634817943573 0.9833333333333334 False False 0.3 0.7 1.5 0.02 8 3 18.035358699969947 0.23120996039550606 5.64779246243444 -2.0563160593509693 0.04093811200276377 -0.7955145211419037 1.1041616945558168 False 0.02665 Inputed -19.413681124505757 -19.570320968159006 """""" """""" """"""
-0.16207193870485836 0.3234028314529751 -9.284095281127637 18.19156517918003 5027.550636444212 194.53017657523748 30 17 17 44.93903939984739 41 True False 2020uwo 356.2941666666666 -25.822369444444444 SNIa 0.053067 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 356.2941666666666 -25.822369444444444 TNS 2020uwo ZTF20acgpngg 2020uwo SNIa 0.053067 0.13645754180139846 0.47969238551091564 0.21565000947827784 0.29913724057354685 0.47969238551091564 0.6795959712108726 7.723168701503418 7.723168701503418 37.21587069834397 37.21587069834397 59136.29400460003 59126.251898100134 17.85415499590747 18.20589466780785 17.85415499590747 1.3176283239240472 3.0689918385110344 4.883779259419071 356.29327877 -25.82346562 0.0010929840730796725 15.13142830939889 16.276756781315804 15.533669324588775 0.99 """""" """""" """""" """""" 0 False True all False False 0 3.0689918385110344 4.883779259419071 356.29327877 -25.82346562 0.0010929840730796725 15.13142830939889 16.276756781315804 15.533669324588775 0.99 False False 0.3 0.7 1.5 0.02 8 3 10.042106499895453 4.883779259419071 3.0689918385110344 0.7430874567270287 1.5913301554390926 -1.9291378864920468 -2.3204856713186963 False 0.053067 Inputed -19.031220455557406 -18.679480783657027 """""" """""" """"""
-0.00920000350188037 0.3656032337657672 -12.8993158808088 19.188290926694584 4629.871986443181 255.5449661065664 90 51 51 74.73130780039355 38 True True 2018kkv 173.64104333333 22.519214111111 SNIIP 0.032 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 173.64104333333 22.519214111111 TNS 2018kkv ZTF18acyybvg 2018kkv SNIIP 0.032 0.26996742046861044 0.5475238671907228 0.3353285227364253 0.4033209494097534 0.5475238671907228 0.7032545954918419 130.45501008339662 130.45501008339662 -55.723702283003064 -55.723702283003064 58505.52718750015 58471.54310189979 18.878689815484577 19.0301025047711 18.878689815484577 1.0809819014694393 5.569156546965678 12.732893925058853 173.6447448445685 22.51830954062135 0.003291548671972455 14.560737668161392 15.278915694895982 14.765271966771483 0.9949999999999999 """""" """""" """""" """""" 3 False True all False False 0 1.886749354559877 4.237487409664177 173.642317399393 22.5191947181356 0.0035798329197126444 17.54674124327302 17.26038449583292 17.436897122980355 0.9199999999999999 False False 0.3 0.7 1.5 0.02 8 3 33.9840856003575 12.732893925058853 5.569156546965678 0.5136437281244994 2.28632357838752 -3.7511868098751187 -4.113417848713095 False 0.032 Inputed -16.897324534502935 -16.745911845216412 """""" """""" """"""
-0.14642804250397734 0.5258777534096788 -3.7623843411198106 18.026736457236638 5690.962008402536 235.0270136093089 25 14 14 27.938252300024033 30 True False 2021dhy 165.87149166666666 -14.638983333333332 SNIa 0.0664 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 165.87149166666666 -14.638983333333332 TNS 2021dhy ZTF21aaluoym 2021dhy SNIa 0.0664 -0.07882184910587497 0.15841487163727663 -0.023487294745976328 0.034438245443393356 0.15841487163727663 0.2938351759522533 10.669800358124107 10.669800358124107 17.268451941899926 17.268451941899926 59274.37790510012 59264.33481479995 17.725168948494197 17.884068441179025 17.725168948494197 1.0872368220450939 3.6361233684076155 1.449282840294301 165.87115442 -14.63874754 0.0006045776326109031 14.499730520510674 15.544850619935989 14.969513217067718 0.95 """""" """""" """""" """""" 0 False True all False False 0 3.6361233684076155 1.449282840294301 165.87115442 -14.63874754 0.0006045776326109031 14.499730520510674 15.544850619935989 14.969513217067718 0.95 False False 0.3 0.7 1.5 0.02 8 3 10.043090300168842 1.449282840294301 3.6361233684076155 0.5753374028682714 0.3985791166730936 -2.339217821243036 -2.7556557314264793 False 0.0664 Inputed -19.653586290204597 -19.49468679751977 """""" """""" """"""
-0.11298348477154327 0.2952519438984293 -5.178788119005402 19.21267137690782 5384.480734450397 183.74693930499032 27 18 18 56.88314819987863 40 True True 2019mwa 331.59587166666 0.6728835833333 SNIa 0.131 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 331.59587166666 0.6728835833333 TNS 2019mwa ZTF19abkeuto 2019mwa SNIa 0.131 0.010209452357614168 0.34433641854424124 0.08678268772329645 0.1678653334857536 0.34433641854424124 0.5412593022088252 20.64436127931436 20.64436127931436 36.23878692056427 36.23878692056427 58708.42009259993 58693.39432869991 18.86114618734805 18.86114618734805 18.99381096115579 1.2059149197086128 0.6880900170732023 0.6311074110811622 331.5960214629135 0.6729746708579135 0.026536352830122123 23.675762351593974 22.995396313443184 23.557762516989705 0.15000000000000002 """""" """""" """""" """""" 0 False True all False False 0 0.6880900170732023 0.6311074110811622 331.5960214629135 0.6729746708579135 0.026536352830122123 23.675762351593974 22.995396313443184 23.557762516989705 0.15000000000000002 False False 0.3 0.7 1.5 0.02 8 3 15.025763900019228 0.6311074110811622 0.6880900170732023 -0.5623662035465209 0.9171872798933834 4.134250126095132 4.563951555833913 False 0.131 Inputed -19.889728910200652 -20.022393684008392 """""" """""" """"""
-0.1524865343701486 0.22723573682969278 -7.677412764608142 18.28533869981699 5308.616306589744 135.08062523647808 54 23 23 44.98474540002644 47 True False 2020G 24.30095833333333 40.366061111111115 SNIa 0.065 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 24.30095833333333 40.366061111111115 TNS 2020G ZTF20aaactgu 2020G SNIa 0.065 0.07011597068956732 0.5651168257377357 0.18021552735830682 0.29906998728630896 0.5651168257377357 0.8727576788606406 16.997787935684567 16.997787935684567 27.986957464341874 27.986957464341874 58864.10942129977 58849.15158559987 17.872948600930822 17.872948600930822 17.920164605253348 2.5471241707436754 3.086926354670902 8.338839321566528 24.29831083 40.36492255 0.0028210163568171964 15.644162838435173 17.032376908659934 16.037800056314467 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.647933974667918 5.924285327646637 24.30018061 40.36759636 0.14637622619795265 22.35574036003351 23.722835617542266 22.64606986656189 0.2 False False 0.3 0.7 1.5 0.02 8 3 14.95783569989726 8.338839321566528 3.086926354670902 0.9945768523454674 2.701340545085836 -0.8405716922708883 -1.882364548938881 False 0.065 Inputed -19.411627903708055 -19.45884390803058 """""" """""" """"""
-0.12428122153023446 0.3329436334032386 -19.208220601050833 18.26987682920647 6114.440576745166 214.76109052485123 11 7 7 21.93689819984138 36 True True 2019vcd 16.709254166666668 -5.399805555555556 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 16.709254166666668 -5.399805555555556 TNS 2019vcd ZTF19acukcte 2019vcd SNIa 0.07 -0.0767134868253514 0.18564254917906098 -0.015915985931670207 0.04799847426053816 0.18564254917906098 0.33718022771922307 -7.336972944952656 -7.336972944952656 29.273871144794036 29.273871144794036 58814.17017359985 58811.14806709997 18.049072314548702 18.11984177577661 18.049072314548702 7.994636147542925 3.313209173619428 5.5543717886115775 16.71080392420715 -5.3998072201051155 0.0018388774313784495 15.56018227822423 16.75689444083452 15.974767252066135 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.313209173619428 5.5543717886115775 16.71080392420715 -5.3998072201051155 0.0018388774313784495 15.56018227822423 16.75689444083452 15.974767252066135 1.0 False False 0.3 0.7 1.5 0.02 8 3 3.022106499876827 5.5543717886115775 3.313209173619428 0.7821271887683867 1.6764325756540903 -1.3629473349420884 -2.0743050624825674 False 0.07 Inputed -19.446093637042093 -19.375324175814185 """""" """""" """"""
-0.11870888641627181 0.41448758057381113 -6.135420479886928 17.5074183994768 5434.892924815709 229.40133490446775 24 12 12 15.034675899893045 84 True True 2021T 9.829125 -0.45576944444444445 SNIa 0.0454 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 9.829125 -0.45576944444444445 TNS 2021T ZTF21aaadiap 2021T SNIa 0.0454 -0.004409529684394897 0.254202591180956 0.05587781430321925 0.11901030482098207 0.254202591180956 0.40198076283639494 12.260906312084543 12.260906312084543 2.773769587808503 2.773769587808503 59227.109502300154 59216.13226850005 17.277546480541083 17.277546480541083 17.318521010244307 2.038615134992875 3.6769221974354123 1.9197923329403894 9.8290317277796 -0.456294500404135 0.0016081755126069464 15.723032273026705 16.17976942901373 15.905249011859894 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.6769221974354123 1.9197923329403894 9.8290317277796 -0.456294500404135 0.0016081755126069464 15.723032273026705 16.17976942901373 15.905249011859894 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.97723380010575 1.9197923329403894 3.6769221974354123 0.27452041715383757 0.5221193786149215 -1.097777051527352 -1.4132719983844133 False 0.0454 Inputed -19.224078364853202 -19.265052894556426 """""" """""" """"""
-0.10835208584439904 0.278607457267981 -17.07747669556295 19.765994150678814 5829.583227230338 183.26772937979683 24 9 9 14.028576399665326 48 True False 2020wnx 79.76324999999999 -17.826544444444444 SNII 0.066 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 79.76324999999999 -17.826544444444444 TNS 2020wnx ZTF20acjfkbb 2020wnx SNII 0.066 -0.009355394166014719 0.3207702536531869 0.0662569638382422 0.14635261445287995 0.3207702536531869 0.5155293761187671 -5.2830433803125185 -5.2830433803125185 19.311619779977846 19.311619779977846 59136.43854170013 59136.43854170013 19.328359928574653 19.328359928574653 19.55656905265452 2.2558607527301184 2.5220629847157183 2.299484040801191 79.76360453 -17.82708674 0.001658404161473892 16.59410957579613 17.32715006222725 16.88117802827358 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.5220629847157183 2.299484040801191 79.76360453 -17.82708674 0.001658404161473892 16.59410957579613 17.32715006222725 16.88117802827358 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 2.299484040801191 2.5220629847157183 0.44597203395366947 0.9117472698884179 -2.001209866347402 -2.6753910243809393 False 0.066 Inputed -17.80886882397407 -18.037077948053938 """""" """""" """"""
-0.13448903434805182 0.13204482978785556 -8.910493368920628 16.817899658158677 4445.227421885833 555.3890412189521 89 32 32 74.89468750031665 79 True False 2021tlm 329.86433333333326 33.17748888888889 SNII 0.022 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 329.86433333333326 33.17748888888889 TNS 2021tlm ZTF21abkggoa 2021tlm SNII 0.022 0.28025667788107 0.4033593683651304 0.31019857109698634 0.3406911973378506 0.4033593683651304 0.4683238527463658 18.100650143487808 18.100650143487808 56.79403735682884 56.79403735682884 59415.39299769979 59403.435972199775 16.227813552453952 16.30368103676368 16.227813552453952 11.586313409604777 1.9917308200408106 20.32947811305868 329.86768347 33.17258719 0.10777413481033138 18.690929610824586 23.64 23.27 1.0 """""" """""" """""" """""" 9 False True all False False 0 0.7161759281960062 8.241516483991724 329.86198727 33.17631197 0.2516749078126923 22.305807589626312 23.64 23.866570472717285 0.6 False False 0.3 0.7 1.5 0.02 8 3 11.957025500014424 0.0 0.0 0.0 0.0 7.3363189632363195 7.042186447546047 True 0.022 Inputed -18.729144655973773 -18.653277171664044 """""" """""" """"""
-0.2001308133092589 0.17600346028351235 -12.451559234405874 18.92322488917622 5318.0052648855035 84.6838654423752 92 47 47 40.01842590002343 67 True False 2020ycp 105.86983749999999 36.41375 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 105.86983749999999 36.41375 TNS 2020ycp ZTF20aclflxd 2020ycp SNIa 0.08 0.20263809969337387 1.147667038807164 0.3994470280174909 0.6209244218490682 1.147667038807164 1.8055003519615553 12.239136905345934 12.239136905345934 27.779288994677497 27.779288994677497 59157.45453700004 59141.4444213002 18.419924716330595 18.452360234495544 18.419924716330595 1.3573614703507917 2.2557487484000083 1.4914828397038813 105.86976377 36.41416003 0.001406898323834893 16.783212630939484 17.779307049131393 17.13078001394272 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.2557487484000083 1.4914828397038813 105.86976377 36.41416003 0.001406898323834893 16.783212630939484 17.779307049131393 17.13078001394272 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.010115699842572 1.4914828397038813 2.2557487484000083 0.6485270351886747 0.661191917212315 -0.6730531853641502 -1.2891447023878762 False 0.08 Inputed -19.370009305740783 -19.337573787575835 """""" """""" """"""
-0.1979231362524816 0.1864424032797137 -10.750492343675496 17.60141019293511 4088.894935069821 372.17874388251215 49 40 40 74.90842599980533 64 True True 2020aaxf 125.17486249999999 -1.4145472222222222 SNIIb 0.031 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 125.17486249999999 -1.4145472222222222 TNS 2020aaxf ZTF20actqnhg 2020aaxf SNIIb 0.031 0.44707987457347187 0.6529088500696218 0.4965138523187349 0.5472778210263236 0.6529088500696218 0.7642067895608662 11.743261870978083 11.743261870978083 63.16516412882725 63.16516412882725 59199.40231479984 59185.39484950015 17.050321219210968 17.376681154269384 17.050321219210968 8.75359673640964 3.8715240765816152 5.704593441023115 125.1738861944585 -1.415795579328015 0.0014957433174878076 15.007979784817696 15.63219046494484 15.17528662791729 1.0 """""" """""" """""" """""" 1 False True all False False 0 8.181927814335808 3.2485011098428274 125.174309 -1.41526002 0.002138124407411235 14.028847582960129 20.33753755111694 18.730305139660835 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.007465299684554 5.704593441023115 3.8715240765816152 0.45690383702755 1.4734748714413315 -1.7444906893245449 -1.8750345912936783 False 0.031 Inputed -18.65621573104465 -18.329855795986234 """""" """""" """"""
-0.16902337301417908 0.26093008265727813 -22.08773755243218 16.97381826675043 4525.886089337149 180.01966719201604 32 32 32 53.01611120020971 59 True True 2020lxu 9.036066666666665 25.750941666666666 SNIa 0.03317 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 9.036066666666665 25.750941666666666 TNS 2020lxu ZTF20abgtran 2020lxu SNIa 0.03317 0.4331046588239289 0.8803438412834481 0.5359853177887857 0.6446449669898442 0.8803438412834481 1.1424363046203503 -14.13911621014693 -14.13911621014693 67.15522741035664 67.15522741035664 59020.46819439996 59020.46819439996 17.14073176124138 17.38238988117721 17.14073176124138 6.032729670625147 1.441147734513411 1.1352013121809705 9.036340916647974 25.7511376750084 0.00015652185898717974 15.01843791319251 16.158796888372898 15.400055618730784 0.6449999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.441147734513411 1.1352013121809705 9.036340916647974 25.7511376750084 0.00015652185898717974 15.01843791319251 16.158796888372898 15.400055618730784 0.6449999999999999 False False 0.3 0.7 1.5 0.02 8 3 0.0 1.1352013121809705 1.441147734513411 0.7587412696421136 0.7877064127393295 -1.2235929928043134 -1.7406761425105959 False 0.03317 Inputed -18.713885471218774 -18.472227351282942 """""" """""" """"""
-0.05846459906585456 0.23924448751984045 -18.094243792248403 18.88578809592815 4194.510753321278 200.1298530835986 29 20 20 74.85839119972661 46 True False 2018ise 106.81974791666 64.061628166666 SNIc 0.0552 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 106.81974791666 64.061628166666 TNS 2018ise ZTF18achcpwu 2018ise SNIc 0.0552 0.5136625995193569 0.9287603260019637 0.6100147322408027 0.7111842990139863 0.9287603260019637 1.168060744684869 33.47453865003497 33.47453865003497 41.38385254969164 41.38385254969164 58461.526562499814 58434.42163190013 18.571564703061902 18.987381489198043 18.571564703061902 0.7770229895196596 3.10726814969462 6.0699498603718745 106.82352258 64.06197019 0.003138318581118793 16.25216666891575 17.0830645475626 16.306443591570854 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.10726814969462 6.0699498603718745 106.82352258 64.06197019 0.003138318581118793 16.25216666891575 17.0830645475626 16.306443591570854 1.0 False False 0.3 0.7 1.5 0.02 8 3 27.10493059968576 6.0699498603718745 3.10726814969462 0.7766209559917456 1.9534683097654202 -1.904316941635443 -2.265121111491048 False 0.0552 Inputed -18.4004642398823 -17.98464745374616 """""" """""" """"""
-0.10796870234140493 0.3626303556178086 -5.647793418647242 18.79593832357286 5894.665224172021 65.85186975626536 76 38 38 39.876388899981976 70 True True 2020acaf 149.3275958333333 15.236458333333333 SNIa 0.077 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 149.3275958333333 15.236458333333333 TNS 2020acaf ZTF20acwcfvx 2020acaf SNIa 0.077 -0.03403368290772235 1.0760901663935236 0.18336949524660184 0.4376979748513712 1.0760901663935236 1.926667934881479 9.724315953899435 9.724315953899435 30.15207294608254 30.15207294608254 59198.51736109983 59192.54030090012 18.415543578572443 18.415543578572443 18.49131195231747 1.1094153172801446 3.449836064127876 14.822955053970816 149.327860508154 15.24056789415895 0.004587123412002958 15.088114631444812 16.186938699662687 15.478371022659541 0.9949999999999999 """""" """""" """""" """""" 7 False True all False False 0 1.123331156486093 5.094011514980101 149.32635958 15.23569711 0.04245728699449447 20.87759688563347 23.64 24.033046817839146 0.725 False False 0.3 0.7 1.5 0.02 8 3 5.977060199715197 14.822955053970816 3.449836064127876 0.7085676770031455 4.2967128809693405 -2.2286048789097563 -3.0129409296579297 False 0.077 Inputed -19.214196000610105 -19.289964374355133 """""" """""" """"""
-0.1515580644672328 0.27717503691655176 -9.022915060706774 18.793596988068355 5681.466589372831 134.3786652679902 35 17 17 35.974317100364715 34 True True 2020aazy 357.1189083333333 -5.3955777777777785 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 357.1189083333333 -5.3955777777777785 TNS 2020aazy ZTF20actrovz 2020aazy SNIa 0.09 -0.009761308859967954 0.4598170950339764 0.09442893560487775 0.20708572008668114 0.4598170950339764 0.7527851310205556 9.53127748637512 9.53127748637512 26.443039613989594 26.443039613989594 59189.19594909996 59179.10785879986 18.387371852892272 18.421079291699844 18.387371852892272 0.5270766359288178 2.319048861326765 1.0009615624919785 357.1186469361895 -5.395675679020314 0.0007115205148097159 15.889307549204826 16.780299119867088 16.240869656243326 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.319048861326765 1.0009615624919785 357.1186469361895 -5.395675679020314 0.0007115205148097159 15.889307549204826 16.780299119867088 16.240869656243326 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.088090300094336 1.0009615624919785 2.319048861326765 0.5394294636237618 0.4316259045612831 -1.6407801718327555 -2.146502196648946 False 0.09 Inputed -19.663012792286963 -19.629305353479392 """""" """""" """"""
-0.3347914743777762 0.07170540804946486 -2.937472141187201 18.572154257430746 5679.878536960267 55.23862885464709 16 10 10 22.028067100327462 68 True True 2020igs 144.2308875 8.56233888888889 SNII 0.0222 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 144.2308875 8.56233888888889 TNS 2020igs ZTF20aawjbsf 2020igs SNII 0.0222 -0.028041966054885847 1.3871806632467205 0.2364821225981899 0.554883912525689 1.3871806632467205 2.5530372685789224 7.971857905655785 7.971857905655785 14.056209194671677 14.056209194671677 58968.21244210005 58965.17424769979 17.8945874693162 17.8945874693162 17.96109660974299 3.0853899886921656 1.0263520332139737 0.5217745532638024 144.230997488528 8.56243468832876 0.00045117244443526605 17.412655377676487 17.994910232560635 17.585889926776886 0.24999999999999994 """""" """""" """""" """""" 0 False True all False False 0 1.0263520332139737 0.5217745532638024 144.230997488528 8.56243468832876 0.00045117244443526605 17.412655377676487 17.994910232560635 17.585889926776886 0.24999999999999994 False False 0.3 0.7 1.5 0.02 8 3 3.0381944002583623 0.5217745532638024 1.0263520332139737 0.4090203057837485 0.5083777655020467 0.10032276324443501 -0.3752066829661054 False 0.0222 Inputed -17.015622771492588 -17.08213191191938 """""" """""" """"""
-0.1789010698600967 0.24349135070832995 -9.998161746880355 18.445915423850177 5664.8274697735915 149.50744661789923 29 16 16 45.98159720003605 37 True False 2019oli 14.525044166666 -15.55859138888 SNIb 0.065 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 14.525044166666 -15.55859138888 TNS 2019oli ZTF19abrirmk 2019oli SNIb 0.065 -0.0061754858712390615 0.4102982102433117 0.08735864981544239 0.1877066360567312 0.4102982102433117 0.6647043792481782 11.943165677387563 11.943165677387563 34.03843152264849 34.03843152264849 58732.46217590012 58718.41724540014 17.941175664519395 18.032855058851595 17.941175664519395 2.485466325652065 2.51453630004958 3.8310586903852233 14.52503437 -15.55965553 0.003966132745361173 17.397245222592353 18.095321888959408 17.63296890977621 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.51453630004958 3.8310586903852233 14.52503437 -15.55965553 0.003966132745361173 17.397245222592353 18.095321888959408 17.63296890977621 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.044930499978364 3.8310586903852233 2.51453630004958 0.46235297918319773 1.5235646788275377 0.0624668301078124 -0.3082067547431855 False 0.065 Inputed -19.390616844442008 -19.298937450109808 """""" """""" """"""
-0.19511947491773254 0.22701739097481635 -4.692222167055551 17.54746520394404 6080.610774490918 158.965074980129 53 38 38 74.87944449996576 67 True True 2020actp 208.5222083333333 33.582638888888894 SNIa 0.045795 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 208.5222083333333 33.582638888888894 TNS 2020actp ZTF20acxsxac 2020actp SNIa 0.045795 -0.14391548712118052 0.20279848461296268 -0.06580088987527333 0.01783449325720099 0.20279848461296268 0.4133439419483196 13.900955816038884 13.900955816038884 60.97848868392687 60.97848868392687 59206.5386458002 59195.54454859998 16.996612756888062 16.996612756888062 17.17000427158634 4.782403413712133 2.00112291764824 22.35808249933365 208.52010389691048 33.58859689593655 0.007665801006821571 14.900727825176716 16.05046695640683 15.29191341156125 0.99 """""" """""" """""" """""" 8 True True all False False 0 2.7218990270636882 10.27751972859409 208.51880154 33.58233055 0.006566879269185755 16.458156846797465 26.748342024052143 23.27 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.994097200222313 22.35808249933365 2.00112291764824 0.7585535448455794 11.172768200370879 -0.9461458004812329 -1.8780908600250896 False 0.045795 Inputed -19.391610603356813 -19.56500211805509 """""" """""" """"""
-0.06822221533348444 0.2752001038897278 -11.416470409702601 14.862837756363824 7744.864415844703 308.54681471115646 25 13 13 74.91351850004867 292 True False 2020edr 270.0627041666666 -3.9988444444444444 SNII 0.015 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 270.0627041666666 -3.9988444444444444 TNS 2020edr ZTF20aaqepvb 2020edr SNII 0.015 -0.3909378508342378 -0.262531240760266 -0.36062513164282883 -0.3291432020706857 -0.262531240760266 -0.1908179377583039 20.464365890462123 20.464365890462123 54.44915260958655 54.44915260958655 58913.485451399814 58900.51717589982 14.404202454986137 14.452329046606295 14.404202454986137 4.069228490998815 2.9752521982221873 0.2940645442784529 270.06273577 -3.9989198 0.0002088556875923242 13.676680380249024 13.15874888381958 13.29607565422058 0.27 """""" """""" """""" """""" 0 False True all False False 0 2.9752521982221873 0.2940645442784529 270.06273577 -3.9989198 0.0002088556875923242 13.676680380249024 13.15874888381958 13.29607565422058 0.27 False False 0.3 0.7 1.5 0.02 8 3 12.968275499995798 0.2940645442784529 2.9752521982221873 -0.13732677040099972 0.09883684631984015 -1.2935801627867143 -1.1081268007655574 False 0.015 Inputed -19.71722487865844 -19.66909828703828 """""" """""" """"""
-0.16111775847950943 0.23296033398807475 -7.1825766967782725 18.22923216372527 5905.840839767876 130.87848405601795 39 29 29 74.8202546001412 58 True True 2019avh 150.49529333333 43.359574888888 SNIa 0.0627 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 150.49529333333 43.359574888888 TNS 2019avh ZTF19aaileug 2019avh SNIa 0.0627 -0.07652094187458758 0.3828032517001496 0.024891232647796357 0.13489643573517895 0.3828032517001496 0.6717431840042707 13.74631381402591 13.74631381402591 61.07394078611529 61.07394078611529 58534.30579859996 58522.41928240005 17.60488853110856 17.60488853110856 17.894722789588762 2.310762540747567 1.3423026164671157 4.565010760153561 150.494630528643 43.360747813012 0.0018010981709339902 16.823124161922934 17.779280958794356 17.143895962969662 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.3423026164671157 4.565010760153561 150.494630528643 43.360747813012 0.0018010981709339902 16.823124161922934 17.779280958794356 17.143895962969662 0.99 False False 0.3 0.7 1.5 0.02 8 3 11.886516199912876 4.565010760153561 1.3423026164671157 0.635384995824694 3.400880475200502 0.17439242768579533 -0.7508268266191003 False 0.0627 Inputed -19.35770324673312 -19.64753750521332 """""" """""" """"""
-0.13032557529692812 0.4958595314755688 -5.1032332232200055 17.32207933254695 5356.921376313074 169.95648682011978 13 9 9 29.994976799935102 94 True True 2018igw 318.58361958333 21.543552305555 SNIa 0.045 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 318.58361958333 21.543552305555 TNS 2018igw ZTF18accpjkb 2018igw SNIa 0.045 0.019776299297674882 0.3870582694315772 0.10337241729327928 0.19228600078792724 0.3870582694315772 0.6061958927259745 12.36675720750338 12.36675720750338 17.628219592431723 17.628219592431723 58438.23734949995 58426.149745400064 16.861480139574002 17.196072954758133 16.861480139574002 2.0327941114226813 5.9534506781067025 0.5663058337555609 318.58345184731354 21.5435724055287 0.000907571647057015 13.785087951221467 14.799277223858834 14.11321984705925 0.865 """""" """""" """""" """""" 0 False True all False False 0 5.9534506781067025 0.5663058337555609 318.58345184731354 21.5435724055287 0.000907571647057015 13.785087951221467 14.799277223858834 14.11321984705925 0.865 False False 0.3 0.7 1.5 0.02 8 3 12.08760409988463 0.5663058337555609 5.9534506781067025 0.6860573767995835 0.09512228527198544 -2.3967957308992993 -2.748260292514752 False 0.045 Inputed -19.6616953001739 -19.32710248498977 """""" """""" """"""
-0.13993336754738414 0.3092012675833058 -9.175240546453889 18.34240778611789 4064.0149720284635 222.6253232944138 42 19 19 46.88245370006189 94 True True 2020ytn 8.621354166666666 1.3060194444444444 SNIa 0.042 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 8.621354166666666 1.3060194444444444 TNS 2020ytn ZTF20acordqz 2020ytn SNIa 0.042 0.48084941912767576 0.844025529457376 0.5657678785797842 0.6545108481312489 0.844025529457376 1.05056797821846 15.157274443502278 15.157274443502278 31.72517925655961 31.72517925655961 59171.19329860015 59155.24879630003 17.949618153749988 18.4761394961832 17.949618153749988 1.1204559794241307 2.7346353890401387 1.5822787973648027 8.62145076644863 1.3055906638264698 0.0007085067493992625 15.403973127247692 16.69984419456005 16.050119430756567 0.99 """""" """""" """""" """""" 0 False True all False False 0 2.7346353890401387 1.5822787973648027 8.62145076644863 1.3055906638264698 0.0007085067493992625 15.403973127247692 16.69984419456005 16.050119430756567 0.99 False False 0.3 0.7 1.5 0.02 8 3 15.944502300117165 1.5822787973648027 2.7346353890401387 0.6497247638034835 0.5786068606097374 -1.7762953016231506 -1.899498722993421 False 0.042 Inputed -18.422180289398202 -17.89565894696499 """""" """""" """"""
-0.29361085809174425 0.19506771569548398 -5.693938007305864 19.11404644577464 4972.567392910484 178.0801602051544 31 28 28 36.873506899923086 39 True True 2020ntt 357.55946249999994 10.128155555555557 SNII 0.074 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 357.55946249999994 10.128155555555557 TNS 2020ntt ZTF20abjbgjj 2020ntt SNII 0.074 0.1293432948232578 0.5061893266438879 0.21563971848254582 0.3070611019114047 0.5061893266438879 0.728665303658552 8.757133340756198 8.757133340756198 28.116373559166888 28.116373559166888 59033.35999999987 59024.4755092999 18.268798071740875 18.579851486325207 18.268798071740875 2.7233487316757996 1.5990955436576362 1.5198479879077926 357.5593026398025 10.12776380194325 0.0036639656392554176 18.818445778832434 19.40044887693882 19.05584738343954 0.9799999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.5990955436576362 1.5198479879077926 357.5593026398025 10.12776380194325 0.0036639656392554176 18.818445778832434 19.40044887693882 19.05584738343954 0.9799999999999999 False False 0.3 0.7 1.5 0.02 8 3 8.884490699972957 1.5198479879077926 1.5990955436576362 0.3446014934992796 0.95044226340061 0.8205973906136137 0.7870493116986665 False 0.074 Inputed -19.34897420171849 -19.03792078713416 """""" """""" """"""
-0.13794992515417775 0.2733605895385612 -14.180396265496956 19.116838009244738 5292.2178436815975 233.25225788497454 23 14 14 46.95327549986541 60 True False 2019mal 347.27742208333 -17.67422975 SNIa 0.083 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 347.27742208333 -17.67422975 TNS 2019mal ZTF19abidfsb 2019mal SNIa 0.083 0.08024048343977341 0.35066921409174157 0.14342772013781513 0.20949695638421062 0.35066921409174157 0.5045660440964141 14.30633638288593 14.30633638288593 32.64693911697948 32.64693911697948 58707.50238429988 58688.417349500116 18.800657514714672 18.86001271206066 18.800657514714672 0.6502642059918414 2.455508516913695 0.07095302032526513 347.27743365 -17.67421341 0.0024473147264247874 17.425357651615144 17.99711329421997 17.634899426472188 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.455508516913695 0.07095302032526513 347.27743365 -17.67421341 0.0024473147264247874 17.425357651615144 17.99711329421997 17.634899426472188 1.0 False False 0.3 0.7 1.5 0.02 8 3 19.08503479976207 0.07095302032526513 2.455508516913695 0.3622138677477835 0.028895448676531287 -0.862899417840687 -1.1657580882424838 False 0.083 Inputed -19.070635965423666 -19.01128076807768 """""" """""" """"""
-0.10546128849495398 0.36206785667558805 -7.155569578139314 18.724047702931273 6182.132619786924 82.7197262861375 41 23 23 43.95532409986481 36 True True 2020adra 151.31174583333333 21.910916666666665 SNIa 0.084025 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 151.31174583333333 21.910916666666665 TNS 2020adra ZTF20adaftef 2020adra SNIa 0.084025 -0.09433322607351613 0.6943053505840275 0.06758108977699706 0.2515271244852819 0.6943053505840275 1.254077572984798 12.496033764268708 12.496033764268708 31.4592903355961 31.4592903355961 59220.44545139978 59210.426990699954 18.307774268115132 18.307774268115132 18.443469778446065 0.8785155532895379 2.0003547490543374 0.33599440544183723 151.311773555356 21.9108269486276 0.0009651462908435438 16.730472998968363 17.362538140034676 16.985415087319613 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.0003547490543374 0.33599440544183723 151.311773555356 21.9108269486276 0.0009651462908435438 16.730472998968363 17.362538140034676 16.985415087319613 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.018460699822754 0.33599440544183723 2.0003547490543374 0.3771230527150635 0.16796740958106443 -0.945236128080456 -1.4580546911264527 False 0.084025 Inputed -19.454958176265006 -19.59065368659594 """""" """""" """"""
-0.08492296765297234 0.14204347544498733 -26.724475234705896 18.254658484460887 5456.6248661312975 244.18362726011975 110 55 55 73.9529398996383 43 True False 2021qeq 253.61156666666662 53.72399166666667 SNIIn 0.055 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 253.61156666666662 53.72399166666667 TNS 2021qeq ZTF21abghumo 2021qeq SNIIn 0.055 0.1065085061818749 0.36860578593885407 0.1679537515451841 0.23206144319993527 0.36860578593885407 0.5168534491688277 35.17317420875362 35.17317420875362 38.77976569088467 38.77976569088467 59417.26408560015 59378.34752310021 17.66025855212277 17.792185365565633 17.66025855212277 0.5771809689648196 0.8406304189172966 1.382959690371614 253.61153709 53.72360791 0.013872744111946278 21.857774729025365 21.84211128561497 21.51098568658829 0.7124999999999999 """""" """""" """""" """""" 0 False True all False False 0 0.8406304189172966 1.382959690371614 253.61153709 53.72360791 0.013872744111946278 21.857774729025365 21.84211128561497 21.51098568658829 0.7124999999999999 False False 0.3 0.7 1.5 0.02 8 3 38.91656249994412 1.382959690371614 0.8406304189172966 0.3311255990266808 1.6451459038953395 4.049925920049336 3.8507271344655187 False 0.055 Inputed -19.30378735456215 -19.171860541119287 """""" """""" """"""
-0.21245958431787465 0.1525315721836702 -4.118186731103865 18.870856338149302 5925.142310010273 121.37932074721836 44 26 26 48.87067129975185 34 True False 2021abi 72.53536666666666 -3.283644444444444 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 72.53536666666666 -3.283644444444444 TNS 2021abi ZTF21aacvrzy 2021abi SNIa 0.07 -0.10694814713838241 0.3822850318163944 -7.270393415836907e-05 0.11665239922409043 0.3822850318163944 0.6956239927294448 14.664027614101988 14.664027614101988 34.20664368564986 34.20664368564986 59232.212465300225 59222.280798600055 18.241708833896137 18.241708833896137 18.59966364225569 1.4803607369002303 0.5939750592036552 0.29615772260208906 72.53536895 -3.28356221 0.002367290131252031 21.038069805943966 21.632020141077042 21.15375526459217 0.825 """""" """""" """""" """""" 0 False True all False False 0 0.5939750592036552 0.29615772260208906 72.53536895 -3.28356221 0.002367290131252031 21.038069805943966 21.632020141077042 21.15375526459217 0.825 False False 0.3 0.7 1.5 0.02 8 3 9.931666700169444 0.29615772260208906 0.5939750592036552 0.4782648764848716 0.4986029598602152 3.3903113071809052 2.5540916223364825 False 0.07 Inputed -18.895502309335107 -19.25345711769466 """""" """""" """"""
-0.11639445891376361 0.39042834870608145 -2.9216802408790548 18.793291015571835 6081.155421064909 106.03375554145595 49 27 27 42.89651620015502 55 True False 2020wd 100.18080416666666 42.12853611111111 SNIa 0.094 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 100.18080416666666 42.12853611111111 TNS 2020wd ZTF20aaezizk 2020wd SNIa 0.094 -0.1463744717616926 0.4093292576367631 -0.02748356756451642 0.10410943628435376 0.4093292576367631 0.7778376286111914 12.099701214993267 12.099701214993267 30.796814985161753 30.796814985161753 58867.219432900194 58860.2784258998 18.381834313467575 18.381834313467575 18.556211136134174 0.7336752505520243 1.2803370475077807 3.0541683570829097 100.18045926 42.12934501 0.024378594904937434 21.014998877096176 21.06202748041153 21.367266626739504 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.2803370475077807 3.0541683570829097 100.18045926 42.12934501 0.024378594904937434 21.014998877096176 21.06202748041153 21.367266626739504 0.975 False False 0.3 0.7 1.5 0.02 8 3 6.9410070003941655 3.0541683570829097 1.2803370475077807 -0.305239146327974 2.3854408985727247 2.6801931669439547 2.81105549060533 False 0.094 Inputed -19.5904422632538 -19.764819085920397 """""" """""" """"""
-0.14880972391591415 0.1954093535345457 -35.832948768690336 16.924894621401627 3082.3144117633124 722.0920074887626 44 42 42 73.91612270008773 170 True True 2020unm 141.06792083333332 49.24852222222222 SNIa 0.00898 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 141.06792083333332 49.24852222222222 TNS 2020unm ZTF20acfvqjl 2020unm SNIa 0.00898 1.0877494108489145 1.2261354602998757 1.121672777593698 1.156041519369225 1.2261354602998757 1.2980725380149352 -24.86149724721619 -24.86149724721619 98.77761994730392 98.77761994730392 59122.52891199989 59122.52891199989 16.67295505242865 18.081923265255142 16.67295505242865 10.818836676804452 7.337444018909484 3.712909997705464 141.0667284179605 49.24919885951455 0.00021395943612390056 11.254122643328309 13.512424476866723 11.54599107638657 0.99 """""" """""" """""" """""" 0 True True all False False 0 7.337444018909484 3.712909997705464 141.0667284179605 49.24919885951455 0.00021395943612390056 11.254122643328309 13.512424476866723 11.54599107638657 0.99 False False 0.3 0.7 1.5 0.02 8 3 0.0 3.712909997705464 7.337444018909484 1.9664334004801525 0.5060222589960269 -4.569498788388419 -5.126963976042081 False 0.00898 Inputed -16.331012734609917 -14.922044521783425 """""" """""" """"""
-0.008595070460355793 0.5094701660976102 -21.30873994766643 19.11714034859503 4877.615274952983 253.0735767961163 19 18 18 64.94113429961726 65 True True 2018ijp 155.40854458333 8.9313985277777 SNIc 0.0848 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 155.40854458333 8.9313985277777 TNS 2018ijp ZTF18aceqrrs 2018ijp SNIc 0.0848 0.2401135654797244 0.5154777174949103 0.30490320115277925 0.3723390190076046 0.5154777174949103 0.6702170439590489 67.18713183008353 67.18713183008353 -2.245997530466262 -2.245997530466262 58439.556330999825 58429.52217590017 18.735017174657944 19.94091775973044 18.735017174657944 4.285872459862732 2.533384769343201 4.990960761492393 155.40717774083998 8.931712881005366 0.005473059881430653 17.512140868164302 18.15813519659519 17.87368113929987 0.9850000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.533384769343201 4.990960761492393 155.40717774083998 8.931712881005366 0.005473059881430653 17.512140868164302 18.15813519659519 17.87368113929987 0.9850000000000001 False False 0.3 0.7 1.5 0.02 8 3 10.034155099652708 4.990960761492393 2.533384769343201 0.2844540572953207 1.9700760902523058 -1.7827825631352496 -0.8613360353580752 False 0.0848 Inputed -19.183711291893538 -17.977810706821042 """""" """""" """"""
-0.13183681768162941 0.3567040471772892 -7.711947485373228 18.820797810162514 5333.931519486251 119.12267736157688 14 11 11 35.83543979981914 54 True False 2019hsz 325.31276124999 -9.667980277777 SNIa 0.086 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 325.31276124999 -9.667980277777 TNS 2019hsz ZTF19aayckwk 2019hsz SNIa 0.086 0.07462375251217424 0.6495893340402894 0.20053873506786601 0.3378253684489678 0.6495893340402894 1.0166892509424805 12.044181964536744 12.044181964536744 23.791257835282398 23.791257835282398 58653.37628469989 58641.43928240007 18.467233036278035 18.467233036278035 18.503207664321884 2.1930018197499326 3.7776955858711387 1.9846234823068096 325.31265806 -9.66743846 0.001584864468930136 15.631591160655022 16.80352577302456 16.072562195992468 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.7776955858711387 1.9846234823068096 325.31265806 -9.66743846 0.001584864468930136 15.631591160655022 16.80352577302456 16.072562195992468 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.937002299819142 1.9846234823068096 3.7776955858711387 0.7309635770320924 0.5253529399588067 -1.6637072632534746 -2.4306454683294163 False 0.086 Inputed -19.446595775328678 -19.482570403372527 """""" """""" """"""
-0.16222892262141958 0.22824511575833978 -9.880207665310383 18.68619732015141 6146.11746292858 133.70549769347167 23 15 15 58.91854159999639 43 True True 2019dfv 199.87639916666 -0.992220944444 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 199.87639916666 -0.992220944444 TNS 2019dfv ZTF19aapfktd 2019dfv SNIa 0.09 -0.10278498358640675 0.3355997011436358 -0.005813312049362196 0.09924841476690105 0.3355997011436358 0.6104470913135955 14.14280446706553 14.14280446706553 44.77573713293086 44.77573713293086 58596.23064809991 58581.31412040023 18.119992649019064 18.119992649019064 18.297799894883116 1.0530269203461338 0.9574205761992819 0.4126929970861841 199.8763589199085 -0.9921136024041846 0.0024011360383877633 19.819800985149143 20.705360846693516 20.093251444398163 0.95 """""" """""" """""" """""" 0 False True all False False 0 0.9574205761992819 0.4126929970861841 199.8763589199085 -0.9921136024041846 0.0024011360383877633 19.819800985149143 20.705360846693516 20.093251444398163 0.95 False False 0.3 0.7 1.5 0.02 8 3 14.916527699679136 0.4126929970861841 0.9574205761992819 0.6121094022953528 0.4310467179684723 2.585368197674452 1.7954515495150467 False 0.09 Inputed -19.75258475029612 -19.93039199616017 """""" """""" """"""
-0.16426081995461111 0.22113322956101705 -6.51680534565261 18.95669970755406 5767.463685277272 87.08595033759917 96 62 62 51.98784719966352 37 True False 2020kfb 220.94454166666662 71.85028055555556 SNIa 0.072 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 220.94454166666662 71.85028055555556 TNS 2020kfb ZTF20aazsyvu 2020kfb SNIa 0.072 -0.01959289424945254 0.7644031770010074 0.14342722263322827 0.32713244353230664 0.7644031770010074 1.3100402213096594 14.78515927482696 14.78515927482696 37.20268792483656 37.20268792483656 58998.34395830007 58986.22854170017 18.40780571245124 18.40780571245124 18.502770754946678 1.4100220137223531 0.8432509098910795 0.2658831338283351 220.94472849 71.85023508 0.004270964487201656 20.94060268957615 21.279460146296024 21.280412557280062 0.7250000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.8432509098910795 0.2658831338283351 220.94472849 71.85023508 0.004270964487201656 20.94060268957615 21.279460146296024 21.280412557280062 0.7250000000000001 False False 0.3 0.7 1.5 0.02 8 3 12.115416599903256 0.2658831338283351 0.8432509098910795 -0.0009524109840377548 0.31530725992656033 2.8716544338447854 2.7776418023333846 False 0.072 Inputed -19.054538884501582 -19.14950392699702 """""" """""" """"""
-0.18103735876393204 0.23414736703615552 -7.252185451345527 17.68166528261605 5201.129828996461 181.78668336953572 80 66 66 73.03707169974223 84 True True 2020pst 18.300166666666666 2.283838888888889 SNIa 0.046 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 18.300166666666666 2.283838888888889 TNS 2020pst ZTF20abmudrv 2020pst SNIa 0.046 0.0751506656011216 0.42981682660564147 0.15644491616410505 0.2425156340507968 0.42981682660564147 0.6388120326691791 16.769887459944577 16.769887459944577 56.26718423979765 56.26718423979765 59063.46237270022 59047.4596644002 17.126688924411038 17.126688924411038 17.289183510788575 6.592258963160499 0.8064699144693296 5.148105059375318 18.2987359653685 2.283875328393375 0.0009028820247674041 15.864987418080567 16.44837792186022 15.872755610586406 0.9 """""" """""" """""" """""" 1 False True all False False 0 0.9764516275631457 5.1004722879789055 18.2987631853685 2.284040593393375 0.0012286329639734639 16.23828869958043 16.49110035885334 15.8433428673172 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.00270830001682 5.148105059375318 0.8064699144693296 0.5756223112738148 6.3835054067241375 -0.6783110025508172 -1.4164279002021694 False 0.046 Inputed -19.28223623228056 -19.444730818658098 """""" """""" """"""
-0.13208579940038184 0.30074487864407334 -7.645067758658926 18.79881993264221 4320.58419130854 152.16582464322838 38 20 20 46.95709490031004 50 True True 2021tvc 350.1970416666666 4.260980555555555 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 350.1970416666666 4.260980555555555 TNS 2021tvc ZTF21abnfgff 2021tvc SNIa 0.06 0.3868115295964323 0.9133230900608567 0.5060266071668345 0.633231382699627 0.9133230900608567 1.230805650320832 10.415706523644513 10.415706523644513 36.54138837666552 36.54138837666552 59424.38100690022 59415.416539399885 18.352396809586946 18.901804431739098 18.352396809586946 1.8358962034622626 2.120558515749705 0.8560683392390972 350.1971902653515 4.2611665330688755 0.0004730024923894627 15.594672039880752 16.83908786040783 16.00908831739187 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.120558515749705 0.8560683392390972 350.1971902653515 4.2611665330688755 0.0004730024923894627 15.594672039880752 16.83908786040783 16.00908831739187 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 8.964467500336468 0.8560683392390972 2.120558515749705 0.8299995430159584 0.4036994654384445 -2.0627165713312685 -2.3433084921950744 False 0.06 Inputed -18.803104171610855 -18.253696549458702 """""" """""" """"""
-0.02435912706281933 0.40548224334721483 -26.291591275838417 19.7455667214667 6110.511816738189 239.0852337170653 39 27 27 35.80401619989425 27 True False 2019sgh 18.16425 36.473556 SLSN-I 0.344 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 18.16425 36.473556 TNS 2019sgh ZTF19abzqmau 2019sgh SLSN-I 0.344 -0.04945079588957313 0.1890911172733567 0.006278661797679774 0.06455567131345319 0.1890911172733567 0.3248551830756412 35.570619128167735 35.570619128167735 0.23339707172651103 0.23339707172651103 58768.16295140004 58743.35782410018 19.304631045596437 19.304631045596437 19.53337191653032 0.5383605284636499 0.7960438499419021 0.8913105035572778 18.16452093 36.47343838 0.012016815468754105 22.1322871373415 23.067642027425766 22.274704570269584 0.575 """""" """""" """""" """""" 0 False True all False False 0 0.7960438499419021 0.8913105035572778 18.16452093 36.47343838 0.012016815468754105 22.1322871373415 23.067642027425766 22.274704570269584 0.575 False False 0.3 0.7 1.5 0.02 8 3 24.805127299856395 0.8913105035572778 0.7960438499419021 0.7929374571561816 1.1196751329996815 3.7630109818293285 2.7413326537392635 False 0.344 Inputed -21.51364034422514 -21.742381215159025 """""" """""" """"""
-0.15348744873998532 0.19062546104392297 -6.106293845712292 19.10624891273479 3831.555983491082 224.50968641967827 16 16 16 53.95725699979812 52 True False 2021tux 17.907899999999998 -18.028505555555554 SNIb 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 17.907899999999998 -18.028505555555554 TNS 2021tux ZTF21abngbrl 2021tux SNIb 0.03 0.5657029896006556 0.9415499341883802 0.6536819436162524 0.7455551577196005 0.9415499341883802 1.1548828915026803 14.686244449613126 14.686244449613126 39.27101255018499 39.27101255018499 59422.41288190009 59412.41891200002 18.549895879056894 18.860202014502395 18.549895879056894 1.427547194904105 5.742605385727534 9.235193480469277 17.90949471 -18.03057472 0.007690762756056957 16.04353643349409 18.76563657823205 16.23067805045843 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 2.0510819599793115 17.90761278 -18.02800554 0.0196968889923127 21.976425803378223 20.713217158293723 21.67076383475065 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.993969900067896 9.235193480469277 5.742605385727534 2.5349585277736217 1.6081887680149671 -0.09456543627034364 -2.3192178285984646 False 0.03 Inputed -17.084901574568434 -16.774595439122933 """""" """""" """"""
-0.0090236352452722 0.3815739896164278 3.4556185922004623 18.73269616327486 4838.448768695975 169.4989163603681 65 30 30 68.89920140011236 66 True False 2019hpv 339.68610749999 37.60096075 SNII 0.034033 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 339.68610749999 37.60096075 TNS 2019hpv ZTF19aazfvhh 2019hpv SNII 0.034033 0.09248806928471254 0.4807862862564747 0.18095986606683567 0.2749935834335595 0.4807862862564747 0.7120809715512806 116.22132428328563 116.22132428328563 -47.322122883173265 -47.322122883173265 58652.465138900094 58646.46909719985 18.48218910487863 18.48218910487863 18.516223384815554 2.5016440980242978 6.880900170732024 14.096540334314346 339.68491409 37.59716092 0.0019924011264101926 13.498322259235382 14.254973998451232 13.74221396560669 0.97 """""" """""" """""" """""" 2 False True all False False 0 0.7990839794613691 7.043281412387073 339.6836666 37.60066431 0.04522025272175845 20.277480433368684 22.067380631160734 16.640191988086702 0.95 False False 0.3 0.7 1.5 0.02 8 3 5.99604170024395 14.096540334314346 6.880900170732024 0.5127600328445432 2.0486477037225623 -4.227215106427396 -4.7740094192088645 False 0.034033 Inputed -17.394627813589373 -17.4286620935263 """""" """""" """"""
-0.23226703101886872 0.22580524457926632 -8.52527019768614 18.319015465619984 5587.398427132174 181.27925953170458 41 31 31 58.94087959965691 71 True False 2021mzb 332.4003541666666 32.567658333333334 SNIa 0.055 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 332.4003541666666 32.567658333333334 TNS 2021mzb ZTF21abcgrcj 2021mzb SNIa 0.055 -0.014355942740241545 0.3185272830608845 0.06180792522565426 0.1425429273989991 0.3185272830608845 0.5152809348973975 10.83746451176345 10.83746451176345 48.10341508789346 48.10341508789346 59369.40807869984 59356.45211810013 17.817022522625013 17.817022522625013 17.889601625801312 3.468688986731609 1.6803836157818648 2.07123645087876 332.40054337 32.56821114 0.0031187139989041768 18.319796424198152 18.632916739845275 18.433926603507995 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.6803836157818648 2.07123645087876 332.40054337 32.56821114 0.0031187139989041768 18.319796424198152 18.632916739845275 18.433926603507995 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.955960599705577 2.07123645087876 1.6803836157818648 0.19899013633727947 1.2325973851601948 0.8158942172202615 0.5443249777066832 False 0.055 Inputed -19.074444280883608 -19.147023384059906 """""" """""" """"""
-0.19512771439053422 0.23123048915223854 -8.996062531776746 16.835832160822232 5286.48966616663 249.00223075701035 30 19 19 56.036886600311846 98 True True 2019dfa 149.749375 17.818719 SNIa 0.02544 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 149.749375 17.818719 TNS 2019dfa ZTF19aaptzar 2019dfa SNIa 0.02544 0.046677453010449454 0.29250034438994277 0.10433752175852007 0.16447593813416717 0.29250034438994277 0.4313991072522043 12.51042733443334 12.51042733443334 43.52645926587851 43.52645926587851 58598.18748839991 58584.18552079983 16.377456094912056 16.383410823738156 16.377456094912056 6.785935362884559 8.578821942009185 7.785375639927968 149.75091151987652 17.817126197786 0.0016047096771408809 13.330607452450991 14.133743144190312 13.623187708230018 1.0 """""" """""" """""" """""" 6 False True all False False 0 0.7 1.3671731879396167 149.749207738796 17.8183742263891 0.005980766377688851 21.02586287578106 20.83903076470375 21.001696820578577 0.08 False False 0.3 0.7 1.5 0.02 8 3 14.001967600081116 7.785375639927968 8.578821942009185 0.5105554359602937 0.9075110420236336 -2.2496676795478443 -2.754268386682037 False 0.02544 Inputed -18.89685367424908 -18.89089894542298 """""" """""" """"""
-0.14911083496079974 0.3310366969621144 -3.5525784886989067 17.892061271241296 5721.45409297662 173.15471971945274 63 31 31 37.85546299954876 107 True False 2020uma 337.2122833333333 44.63475555555556 SNIa 0.076 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 337.2122833333333 44.63475555555556 TNS 2020uma ZTF20acdalpf 2020uma SNIa 0.076 -0.07988268932759723 0.2526285606772589 -0.00422024932752052 0.07627002225734714 0.2526285606772589 0.4510675550575236 13.841150821829107 13.841150821829107 24.014312177719656 24.014312177719656 59125.239421300124 59115.25981480023 17.538546905105527 17.538546905105527 17.649132722444232 0.4945943991079414 0.8847506166747849 7.295299513407007 337.21016598 44.63340043 0.0023884473033465303 16.276670198488237 16.42348917827606 15.81594209394455 0.8099999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.9308362359934498 3.779050182090178 337.21372932 44.63496336 0.0004031523293309691 15.454577105855941 15.780268558120728 15.500114652442932 0.0 False False 0.3 0.7 1.5 0.02 8 3 9.979606499895453 7.295299513407007 0.8847506166747849 0.607547084331511 8.245599806220424 -1.1150577268294661 -1.8331906284996826 False 0.076 Inputed -20.027510561988464 -20.13809637932717 """""" """""" """"""
-0.05238599189613066 0.4907411335707341 -24.26862211387482 18.904118371894935 7776.736764679076 124.62251959239876 44 37 37 72.98138889996335 66 True False 2018bym 280.80595247 45.20783676 SLSN-I 0.274 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 280.80595247 45.20783676 TNS 2018bym ZTF18aapgrxo 2018bym SLSN-I 0.274 -0.23660050163475432 0.18491285548269332 -0.14459841616283597 -0.04406161391826657 0.18491285548269332 0.45516472390525564 29.276520507914974 29.276520507914974 43.704868392048375 43.704868392048375 58284.38702550018 58244.43021989986 18.324505223023767 18.324505223023767 18.66373353861928 1.2057288439585672 0.7386061629619775 0.7141368878332967 280.80602221 45.20764457 0.012058798758482703 22.41641424242258 23.46255568342209 22.18280842847824 0.375 """""" """""" """""" """""" 0 False True all False False 0 0.7386061629619775 0.7141368878332967 280.80602221 45.20764457 0.012058798758482703 22.41641424242258 23.46255568342209 22.18280842847824 0.375 False False 0.3 0.7 1.5 0.02 8 3 39.95680560031906 0.7141368878332967 0.7386061629619775 1.2797472549438496 0.9668710114324616 5.138050460398322 3.5190748898589597 False 0.274 Inputed -21.87155890944231 -22.210787225037823 """""" """""" """"""
-0.044347553529371295 0.4454870817978245 -10.774030917903051 19.14458294219809 6139.477035176088 251.6080982850005 21 20 20 73.7562962998636 35 True True 2019cac 207.68292041666 -2.506947527777 SNIIn 0.0467 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 207.68292041666 -2.506947527777 TNS 2019cac ZTF19aaksxgp 2019cac SNIIn 0.0467 -0.1395062895166248 0.06947813544520898 -0.09058449176717076 -0.039493186856201845 0.06947813544520898 0.18798160735601144 28.358173624638194 28.358173624638194 45.39812267522541 45.39812267522541 58547.37565970002 58526.476412000135 18.808253117305092 18.808253117305092 18.869192346731342 0.31714171494528137 3.5252228901208222 2.3220235184369558 207.68227754078 -2.506888074173895 0.0014100139476955764 15.611979889048339 16.446737272777558 15.915894153614044 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 0.9965683248515461 207.682997058787 -2.50721355230017 0.02335616102629834 23.172174930706024 21.268403316345214 22.51042036834717 0.09999999999999999 False False 0.3 0.7 1.5 0.02 8 3 20.899247699882835 2.3220235184369558 3.5252228901208222 0.5308431191635137 0.6586884264663819 -2.361515844527535 -2.9532981931172984 False 0.0467 Inputed -17.735384275370926 -17.796323504797176 """""" """""" """"""
-0.08313519519213522 0.4286515038022734 -9.249735768630323 18.706349275982063 6149.638766916412 227.50963574599018 6 5 5 13.015960600227118 35 True False 2020prg 12.594708333333331 -20.215569444444444 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 12.594708333333331 -20.215569444444444 TNS 2020prg ZTF20abmsqpr 2020prg SNIa 0.08 -0.1440942358049817 0.0882221712264517 -0.09009149908891345 -0.03343445516496857 0.0882221712264517 0.22165573458504895 7.000171144410908 7.000171144410908 6.0157894558162095 6.0157894558162095 59054.480138900224 59048.41979169985 18.368834275207806 18.368834275207806 18.44440915077544 1.9292086420321153 1.003791133496843 5.1137332814909 12.59349304 -20.21472258 0.01740000115082696 19.721837642914057 20.106940005600453 19.79999502566457 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.003791133496843 5.1137332814909 12.59349304 -20.21472258 0.01740000115082696 19.721837642914057 20.106940005600453 19.79999502566457 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 6.060347200371325 5.1137332814909 1.003791133496843 0.306944979935885 5.094419656484227 1.7381057303926468 1.3555858748891296 False 0.08 Inputed -19.34552487129594 -19.42109974686357 """""" """""" """"""
-0.14071206543933215 0.4878861690092769 -3.464398229929373 19.150255658032727 5166.048270294462 189.45582937997918 58 21 21 27.049328699707985 69 True True 2020ule 15.25794583333333 21.199316666666668 SNIa 0.11 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 15.25794583333333 21.199316666666668 TNS 2020ule ZTF20aceqoer 2020ule SNIa 0.11 0.054012020881163636 0.38761555299861783 0.13072151221671646 0.21177135159594584 0.38761555299861783 0.5830694760054911 11.742054999602452 11.742054999602452 15.307273700105533 15.307273700105533 59127.39236109983 59117.28620370012 18.92200289240856 19.09429398440878 18.92200289240856 0.8465209401798914 1.3151946605629234 0.25369017500788804 15.25792458978955 21.1992490377269 0.00035215056922688337 16.504010651556253 17.846788807697294 16.91188183679342 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.3151946605629234 0.25369017500788804 15.25792458978955 21.1992490377269 0.00035215056922688337 16.504010651556253 17.846788807697294 16.91188183679342 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.106157399713993 0.25369017500788804 1.3151946605629234 0.9349069709038744 0.1928917312508741 -1.2475051767114849 -2.0101210556151408 False 0.11 Inputed -19.573156890021128 -19.40086579802091 """""" """""" """"""
-0.12489172508951196 0.37188704914298976 -6.134155854291167 18.99970494565691 5484.033592899146 224.44479324861982 39 14 14 26.952337900176644 80 True True 2021tuo 215.56866666666664 23.502441666666666 SNIa 0.104 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 215.56866666666664 23.502441666666666 TNS 2021tuo ZTF21abmzpmc 2021tuo SNIa 0.104 -0.015729306398252874 0.24681816602842943 0.0453707605901279 0.10942590901249716 0.24681816602842943 0.3973126942084484 14.754659618540835 14.754659618540835 12.19767828163581 12.19767828163581 59425.21516200015 59412.24652779987 18.676131618346385 18.676131618346385 18.82825768712322 0.5651670316284202 1.8193473646891738 1.1377179684456917 215.5686436827625 23.502756995800297 0.004164536577598632 18.79288541270912 19.399890568203926 19.01656932034731 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.8193473646891738 1.1377179684456917 215.5686436827625 23.502756995800297 0.004164536577598632 18.79288541270912 19.399890568203926 19.01656932034731 0.975 False False 0.3 0.7 1.5 0.02 8 3 12.968634200282395 1.1377179684456917 1.8193473646891738 0.3833212478566175 0.6253440055082967 0.7237589498575403 0.18831163322408884 False 0.104 Inputed -19.542446574701728 -19.694572643478562 """""" """""" """"""
-0.10091770488910272 0.3751718698837753 -7.246499465198058 19.02928267895833 5803.73752954028 167.41726738540285 25 12 12 32.84241890022531 37 True False 2019tbc 33.15247875 -13.70309519444 SNIIP 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 33.15247875 -13.70309519444 TNS 2019tbc ZTF19achjqbk 2019tbc SNIIP 0.05 -0.06905633723412308 0.27942190387109633 0.01000373975187685 0.09427072519987689 0.27942190387109633 0.4884926926005875 8.48101133157563 8.48101133157563 24.361407568649682 24.361407568649682 58785.32711810013 58779.3141667 18.697157309270604 18.697157309270604 18.83741168433253 0.28862199622545737 1.7864776858032418 0.9670001813289278 33.15220968 -13.70303342 0.004896641779152833 19.084206482934952 19.64578372026682 19.287888466501236 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.7864776858032418 0.9670001813289278 33.15220968 -13.70303342 0.004896641779152833 19.084206482934952 19.64578372026682 19.287888466501236 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 6.012951400130987 0.9670001813289278 1.7864776858032418 0.35789525376558373 0.5412886984334999 0.9486264109962157 0.4504767821687068 False 0.05 Inputed -17.917126946842746 -18.05738132190467 """""" """""" """"""
-0.19881088607560096 0.22127202547846614 -10.738859723991805 18.45979245957506 4634.848534617964 258.28566385056683 157 97 97 68.74946750001982 65 True True 2020riy 358.74985416666664 49.48191388888889 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 358.74985416666664 49.48191388888889 TNS 2020riy ZTF20abpyxja 2020riy SNIa 0.05 0.25371871336020746 0.5253728198572105 0.31772148823045043 0.3842796104662014 0.5253728198572105 0.6776485323033299 12.709542491457125 12.709542491457125 56.03992500856269 56.03992500856269 59078.350833300035 59062.48935189983 17.98000603401721 18.19278944184446 17.98000603401721 1.169402146300083 1.545672659625507 0.458108057962141 358.749660825393 49.48193425764275 0.0011585143074702708 17.63031432070732 18.341816793489457 17.89355946849346 0.6333333333333333 """""" """""" """""" """""" 0 False True all False False 0 1.545672659625507 0.458108057962141 358.749660825393 49.48193425764275 0.0011585143074702708 17.63031432070732 18.341816793489457 17.89355946849346 0.6333333333333333 False False 0.3 0.7 1.5 0.02 8 3 15.861481400206685 0.458108057962141 1.545672659625507 0.44825732499599624 0.2963810319793931 0.14902735164499603 -0.08644656552375096 False 0.05 Inputed -18.774532597158064 -18.561749189330815 """""" """""" """"""
-0.1475513448213769 0.2902586224279602 -8.074096938002988 17.312328876978643 5801.246360496484 147.17039272947352 85 73 73 71.84048609994352 25 True False 2019owu 56.506582916666 -20.507781 SNIa 0.035 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 56.506582916666 -20.507781 TNS 2019owu ZTF19abtsrup 2019owu SNIa 0.035 -0.05356970424820773 0.35503807371343754 0.03794138762905419 0.13629786687023682 0.35503807371343754 0.6058238762450472 14.314367792164655 14.314367792164655 57.526118307778866 57.526118307778866 58736.479838000145 58722.47478009993 16.762616080845703 16.762616080845703 16.918228720339194 7.340745093186789 0.9980381702631304 0.9490316912998765 56.50685124 -20.50770141 0.005786576306250901 20.661812302839756 20.900567612028123 20.430666411185264 1.0 """""" """""" """""" """""" 0 False True all False False 0 0.9980381702631304 0.9490316912998765 56.50685124 -20.50770141 0.005786576306250901 20.661812302839756 20.900567612028123 20.430666411185264 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.005057900212705 0.9490316912998765 0.9980381702631304 0.4699012008428589 0.9508971896833031 4.13795153118242 3.5124376908460704 False 0.035 Inputed -19.053975975021174 -19.209588614514665 """""" """""" """"""
-0.03826765857266507 0.3836034693995374 -6.60253593575387 17.904076910186184 5594.050701570045 161.6272926045291 13 5 5 12.043703699950129 45 True False 2020kgp 163.67104166666667 -16.316319444444446 SNII 0.028 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 163.67104166666667 -16.316319444444446 TNS 2020kgp ZTF20abahplv 2020kgp SNII 0.028 -0.024193097668067765 0.35167457414316416 0.06086911377001769 0.1516788527691979 0.35167457414316416 0.5781950732160297 18.490945263431815 18.490945263431815 -6.447241563481686 -6.447241563481686 58987.21266200021 58987.15718750004 17.752954304972622 17.752954304972622 17.77044436880491 7.95235185378332 1.049919156081158 0.10997999608803752 163.67101912 -16.31634101 0.006320046111488731 20.909438120865822 21.217799630689623 21.004425524187088 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.049919156081158 0.10997999608803752 163.67101912 -16.31634101 0.006320046111488731 20.909438120865822 21.217799630689623 21.004425524187088 0.975 False False 0.3 0.7 1.5 0.02 8 3 0.05547450017184019 0.10997999608803752 1.049919156081158 0.21337410650253474 0.10475091863123996 3.4648453257170004 3.2339811553821782 False 0.028 Inputed -17.713458384187348 -17.730948448019635 """""" """""" """"""
-0.2080573778967924 0.23323854809179237 -8.655248965255735 19.000304567529987 5074.984224150728 161.82783509892857 34 19 19 36.00158559996635 51 True True 2019moq 6.6154604166666 38.123251777777 SNIa 0.0596 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 6.6154604166666 38.123251777777 TNS 2019moq ZTF19abhibzk 2019moq SNIa 0.0596 0.13102050516482322 0.5510893025651882 0.22637388135008152 0.3279656862926714 0.5510893025651882 0.8030170960606462 7.345491109538081 7.345491109538081 28.656094490428266 28.656094490428266 58697.40807869984 58688.40393520007 18.601212275875806 18.605013135330488 18.601212275875806 1.477047110683621 3.487374174984961 3.3152236620009035 6.614812604078985 38.12401880737255 0.001165672589677258 15.257235781607628 16.66792208916187 15.655992268776894 0.99 """""" """""" """""" """""" 1 False True all False False 0 0.7 3.209850889942202 6.61549037477238 38.122360464059 0.018335243229840037 20.976596520183087 22.145094985218048 21.294757900857924 0.037500000000000006 False False 0.3 0.7 1.5 0.02 8 3 9.00414349976927 3.3152236620009035 3.487374174984961 1.0119298203849763 0.9506360647449595 -1.937091046168618 -2.9452200070989125 False 0.0596 Inputed -18.53956392540255 -18.53576306594787 """""" """""" """"""
-0.18558293758512856 0.24231580436110395 -5.915638947676134 18.419692273091908 5575.408288939436 261.5474096325237 38 27 27 58.95826390013099 57 True True 2018ikb 35.443612916666 31.714036194444 SNIa 0.053 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 35.443612916666 31.714036194444 TNS 2018ikb ZTF18acfwmqj 2018ikb SNIa 0.053 -0.04384254038122393 0.17351467304992596 0.007237275827979062 0.06044700753084342 0.17351467304992596 0.29589251555644935 11.792470022021252 11.792470022021252 47.16579387810973 47.16579387810973 58441.266851900145 58431.196909700055 17.926312166300413 17.926312166300413 17.962794179559246 0.9398513777474635 1.633852903569897 1.1427312202614233 35.443851624769806 31.7142801691409 0.0004235416616732435 16.036289849576953 17.234220962638855 16.42226715035677 0.97 """""" """""" """""" """""" 0 False True all False False 0 1.633852903569897 1.1427312202614233 35.443851624769806 31.7142801691409 0.0004235416616732435 16.036289849576953 17.234220962638855 16.42226715035677 0.97 False False 0.3 0.7 1.5 0.02 8 3 10.069942200090736 1.1427312202614233 1.633852903569897 0.8119538122820842 0.6994088744247451 -0.6920912036615583 -1.540527029202476 False 0.053 Inputed -18.919803894575303 -18.956285907834136 """""" """""" """"""
-0.15413343916147862 0.2140957605352677 -13.480146419435417 18.144072560963107 5122.713946033924 126.08872937348538 46 27 27 49.93067120015621 48 True False 2021amp 83.97727499999998 72.86478888888888 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 83.97727499999998 72.86478888888888 TNS 2021amp ZTF21aaewexx 2021amp SNIa 0.06 0.19839079786325797 0.7826447798797957 0.3276024949737355 0.4675876526963272 0.7826447798797957 1.1496561292270684 16.478622017274226 16.478622017274226 33.452049182881986 33.452049182881986 59248.17313659983 59228.21435189992 17.729928406126373 17.80115556476696 17.729928406126373 1.462193449100456 3.7151030982062867 8.003435800580386 83.9729191 72.86297359 0.007445491753731437 16.789664867019653 17.87088432350159 17.4392875061512 1.0 """""" """""" """""" """""" 2 False True all False False 0 0.3049748946164342 2.8421504332540204 83.97886994 72.86415449 0.0011701325039672472 17.83399882507324 17.97726332607269 17.71109902305603 0.0 False False 0.3 0.7 1.5 0.02 8 3 19.958784699905664 8.003435800580386 3.7151030982062867 0.431596817350389 2.1542970919015887 0.0697287587346267 -0.2906408999751733 False 0.06 Inputed -19.425572575071428 -19.35434541643084 """""" """""" """"""
-0.1357217586652522 0.38178587940456993 -2.9858407140554246 18.51723859059335 5460.194097976693 83.24402684505338 44 24 24 44.874757000245154 66 True True 2020yzs 19.00884583333333 -10.864458333333333 SNIa 0.0672 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 19.00884583333333 -10.864458333333333 TNS 2020yzs ZTF20acovrzx 2020yzs SNIa 0.0672 0.0016560906913056783 0.8444277430209475 0.17555386147779828 0.3724607275852172 0.8444277430209475 1.438593115454239 14.067606516531924 14.067606516531924 30.80715048371323 30.80715048371323 59165.19009259995 59155.23127309978 18.273874475252 18.273874475252 18.330312314911183 1.3257044782959455 1.198302745695868 21.1644933959981 19.0075542546871 -10.85871777542435 0.01950362104937664 16.30671465020299 17.462174693546295 16.663948721187115 0.925 """""" """""" """""" """""" 3 False True all False False 0 0.7990493533461873 10.573594885364882 19.01178288 -10.86390442 0.48200422505739593 22.737610072141887 25.983408125090598 24.960569421541692 0.5 False False 0.3 0.7 1.5 0.02 8 3 9.958819500170648 21.1644933959981 1.198302745695868 0.7982259723591802 17.662058667576233 -0.8116997817057054 -1.6663635937240677 False 0.0672 Inputed -19.074841585234594 -19.131279424893776 """""" """""" """"""
-0.15563682304729232 0.4270346592530222 -9.619271997356378 19.179401392429792 5910.541470239768 127.43262785456929 36 16 16 25.98553240019828 44 True True 2021vou 249.47323333333333 11.59453888888889 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 249.47323333333333 11.59453888888889 TNS 2021vou ZTF21absbwyz 2021vou SNIa 0.09 -0.05102487936202138 0.4326654948320936 0.055486248683514816 0.17121689685445318 0.4326654948320936 0.738347895856112 9.832694361987809 9.832694361987809 16.152838038210472 16.152838038210472 59450.19342589984 59436.20861109998 18.816388646565155 18.816388646565155 19.08803429514126 0.5886259992143352 1.1258678586954665 0.21457835112887133 249.4732470055545 11.5945969697725 0.0006252552298555702 17.66912728691578 18.907804064114096 18.046478822779655 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.1258678586954665 0.21457835112887133 249.4732470055545 11.5945969697725 0.0006252552298555702 17.66912728691578 18.907804064114096 18.046478822779655 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 13.984814799856395 0.21457835112887133 1.1258678586954665 0.8613252413344412 0.19058928583102233 0.09141541754894078 -1.0415554723616047 False 0.09 Inputed -18.962350350037976 -19.23399599861408 """""" """""" """"""
-0.09794900407120809 0.3987585023449311 -5.650441059684895 19.300666792525885 5786.994360763424 149.4326159560626 70 38 38 39.80574070010334 48 True False 2020yxl 44.443958333333335 -20.720983333333333 SNIa 0.117 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 44.443958333333335 -20.720983333333333 TNS 2020yxl ZTF20acoojba 2020yxl SNIa 0.117 -0.07236064028474942 0.32310442789156113 0.016313985192883962 0.1115480151804249 0.32310442789156113 0.5652991084629022 11.641636003943574 11.641636003943574 28.164104696159768 28.164104696159768 59158.28359950008 59150.37803239981 18.879040925765242 18.879040925765242 18.99434746463774 0.5799738197021408 1.0210501747043914 1.890557379125039 44.44451857 -20.72101818 0.013968935822267547 21.22062874318957 21.990940240621565 21.075458908289672 0.9374999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.0210501747043914 1.890557379125039 44.44451857 -20.72101818 0.013968935822267547 21.22062874318957 21.990940240621565 21.075458908289672 0.9374999999999999 False False 0.3 0.7 1.5 0.02 8 3 7.905567100271583 1.890557379125039 1.0210501747043914 0.9154813323318933 1.8515812699139709 3.1118993148563234 2.081111443651931 False 0.117 Inputed -19.6378285069742 -19.753135045846697 """""" """""" """"""
-0.04932902654568442 0.5881632853428519 -13.49596021195677 19.00775345583208 5302.609894164834 361.6062030723299 196 177 177 61.962141199968755 52 True True 2020yy 214.72466708333 63.162546999999 SNIIn 0.0675 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 214.72466708333 63.162546999999 TNS 2020yy ZTF20aadyyvk 2020yy SNIIn 0.0675 0.04407856138285027 0.20861461839350426 0.08344417191166187 0.1239719765073346 0.20861461839350426 0.2982120941862263 32.28981597855717 32.28981597855717 29.67232522141158 29.67232522141158 58888.53603010019 58853.50965279993 18.66475532936606 18.66475532936606 18.80430636023376 0.34551210171639585 0.8588077923390269 0.19496905662452718 214.724606007459 63.162593613379855 0.007513012280822684 21.653389074347615 22.382426220728156 21.96407691038847 0.32857142857142857 """""" """""" """""" """""" 0 False True all False False 0 0.8588077923390269 0.19496905662452718 214.724606007459 63.162593613379855 0.007513012280822684 21.653389074347615 22.382426220728156 21.96407691038847 0.32857142857142857 False False 0.3 0.7 1.5 0.02 8 3 35.02637730026618 0.19496905662452718 0.8588077923390269 0.4183493103396856 0.227022924528333 3.717670891362097 3.159770550154711 False 0.0675 Inputed -18.61066709508195 -18.75021812594965 """""" """""" """"""
-0.009114089369180702 0.25394595992927754 -16.613830056875393 17.590084365771876 4152.690763636626 193.1677129364916 70 39 39 74.82946759974584 35 True True 2019ovq 62.578082916666 13.404111 SNII 0.02 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 62.578082916666 13.404111 TNS 2019ovq ZTF19abudjie 2019ovq SNII 0.02 0.5242555215402263 0.9582038618861368 0.6247207307574847 0.730387163025199 0.9582038618861368 1.2095831078291397 197.61254324664063 197.61254324664063 -122.78307564689479 -122.78307564689479 58787.339213000145 58723.49909720011 17.43402906476449 17.563929194045606 17.43402906476449 1.0487885811864417 2.942058106080192 5.796117710564983 62.5774648079027 13.4026174551541 0.002337686053353827 15.996897949409483 16.347492042388915 15.968985447540284 0.9083333333333332 """""" """""" """""" """""" 1 False True all False False 0 0.7 4.429281447238952 62.577550185725755 13.4029951041011 0.047732463692853555 21.511966340084076 22.988219181365967 21.987283182563782 0.31 False False 0.3 0.7 1.5 0.02 8 3 63.840115800034255 5.796117710564983 2.942058106080192 0.3785065948486306 1.9700894753188118 -1.2164371516566916 -1.4650436172242074 False 0.02 Inputed -17.3148657037216 -17.184965574440486 """""" """""" """"""
-0.13906387313565322 0.4996106639071297 -5.3380930612045905 17.21442284267946 5898.905154345577 279.83903804937574 26 16 16 19.964560099877417 57 True True 2020wtw 251.936125 40.97733055555556 SNIa 0.03901 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 251.936125 40.97733055555556 TNS 2020wtw ZTF20acjjkhr 2020wtw SNIa 0.03901 -0.11978906353448338 0.06974924533200877 -0.07511221223005293 -0.028664285138574996 0.06974924533200877 0.17586946408071924 15.671193951497507 15.671193951497507 4.293366148379909 4.293366148379909 59153.137627299875 59137.11832180014 16.91923797791882 16.91923797791882 17.10625934854448 0.6912391896911529 2.8548229874328084 4.3965130492134685 251.934521857461 40.9771675375897 0.0016293505934543706 15.880409625052213 16.629778953949213 16.13370061025202 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.8548229874328084 4.3965130492134685 251.934521857461 40.9771675375897 0.0016293505934543706 15.880409625052213 16.629778953949213 16.13370061025202 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.01930549973622 4.3965130492134685 2.8548229874328084 0.4960783436971923 1.540030001358165 -0.28945902396960577 -0.9725587382924594 False 0.03901 Inputed -19.103605115195688 -19.29062648582135 """""" """""" """"""
-0.12422213656392118 0.4325671156824574 -6.819430603162684 19.256799215668913 5705.6419866410015 102.55277528762335 43 31 31 40.98706019995734 47 True True 2020bli 174.87380416666667 23.93368611111111 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 174.87380416666667 23.93368611111111 TNS 2020bli ZTF20aahzyep 2020bli SNIa 0.1 -0.01632925912460692 0.6268416008509448 0.12117970099442843 0.27343303580644474 0.6268416008509448 1.054294035917188 15.000488465999354 15.000488465999354 25.986571733957987 25.986571733957987 58886.51008100016 58871.43628469994 18.943426413905915 18.959460217690758 18.943426413905915 0.3792322187315777 0.8372325714725506 0.7271650013733048 174.87402246 23.93365464 0.010198501868765475 21.913808093935252 22.973419506049158 22.214252122205497 0.2 """""" """""" """""" """""" 0 False True all False False 0 0.8372325714725506 0.7271650013733048 174.87402246 23.93365464 0.010198501868765475 21.913808093935252 22.973419506049158 22.214252122205497 0.2 False False 0.3 0.7 1.5 0.02 8 3 15.07379630021751 0.7271650013733048 0.8372325714725506 0.7591673838436606 0.8685340563068926 4.0139592883584 3.270825708299583 False 0.1 Inputed -19.340315684565013 -19.32428188078017 """""" """""" """"""
-0.0988676679222857 0.4162009613198733 -4.2546988839851405 18.213788167128055 5867.30228689336 113.36270802521734 13 13 13 30.956747699994594 38 True False 2020zu 83.10346666666665 -27.410597222222222 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 83.10346666666665 -27.410597222222222 TNS 2020zu ZTF20aafxftu 2020zu SNIa 0.07 -0.09019281950519087 0.4477625195927821 0.026280657866667667 0.15421746114441603 0.4477625195927821 0.7975867877738523 4.611567244186155 4.611567244186155 26.34518045580844 26.34518045580844 58864.18892360013 58864.18892360013 17.92496897014592 17.92496897014592 18.02273553412453 3.1066212798489516 1.3040175738225588 5.291521410518417 83.10489306 -27.41134363 0.01684178904803868 19.49104931668043 20.035745861530305 19.619950129902364 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.3040175738225588 5.291521410518417 83.10489306 -27.41134363 0.01684178904803868 19.49104931668043 20.035745861530305 19.619950129902364 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 0.0 5.291521410518417 1.3040175738225588 0.4157957316279415 4.057860504906392 2.1107768913843863 1.5972145957778352 False 0.07 Inputed -19.472430417466267 -19.570196981444877 """""" """""" """"""
-0.16524848835777256 0.27633317215718 -7.09718698527295 17.97493836318395 5797.334854961395 183.60991171556242 61 30 30 47.89218749990687 51 True True 2020umw 65.71059999999999 29.872588888888888 SNIa 0.056 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 65.71059999999999 29.872588888888888 TNS 2020umw ZTF20acfkkyf 2020umw SNIa 0.056 -0.07356658892459933 0.23941493810108838 -0.001957525044680608 0.07395078809730649 0.23941493810108838 0.4243922837538143 14.63411095897976 14.63411095897976 33.25807654092711 33.25807654092711 59130.37947920011 59116.43129630014 17.493485085497323 17.493485085497323 17.60872104975602 0.903956836941273 3.1970154136955213 15.549593143291753 65.70603389563726 29.87086294360605 0.012947965038887066 16.385827621908188 17.107713885746 16.60265275665283 1.0 """""" """""" """""" """""" 3 False True all False False 0 1.11276912864226 4.239181835804429 65.70944337 29.87320602 0.04848214765499537 21.45340620222092 23.64 22.65959880619049 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.948182899970561 15.549593143291753 3.1970154136955213 0.5050611290931712 4.863784227213824 -0.38577119975132135 -1.0060682931031906 False 0.056 Inputed -19.394956515034583 -19.51019247929328 """""" """""" """"""
-0.2380370810863825 0.19662098276186596 -7.80396938971077 17.39819331703625 4768.274790948315 125.90507231867883 86 43 43 65.05434030015022 49 True False 2020unl 98.95041666666665 55.71108055555556 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 98.95041666666665 55.71108055555556 TNS 2020unl ZTF20acgbkji 2020unl SNIa 0.04 0.24084492462324292 0.8417839968611887 0.37382204540793396 0.5178294556802463 0.8417839968611887 1.2189926306596917 12.068071069047605 12.068071069047605 52.98626923110261 52.98626923110261 59135.408194399904 59122.36902779993 16.975358315574677 17.03527984087824 16.975358315574677 5.008883366068072 3.5028512945936536 2.902484683658437 98.94934312 55.71054741 0.001361876134408413 15.510039529085159 16.25133679497242 15.724269455599785 0.99 """""" """""" """""" """""" 0 False True all False False 0 3.5028512945936536 2.902484683658437 98.94934312 55.71054741 0.001361876134408413 15.510039529085159 16.25133679497242 15.724269455599785 0.99 False False 0.3 0.7 1.5 0.02 8 3 13.039166599977762 2.902484683658437 3.5028512945936536 0.5270673393726355 0.8286063094194633 -0.7839430459058185 -1.2510888599748924 False 0.04 Inputed -19.28944657190674 -19.22952504660318 """""" """""" """"""
-0.1008676797961767 0.3540689352384119 3.4644460356495026 18.028955161488046 5444.146370493399 135.6899237929633 20 10 10 45.97461799997836 44 True True 2019xug 346.8015833333333 25.607330555555556 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 346.8015833333333 25.607330555555556 TNS 2019xug ZTF19adaylqy 2019xug SNIa 0.06 -0.07526096558671469 0.36564116956269643 0.022515340138738793 0.12827525885371216 0.36564116956269643 0.6408898791834439 16.75679717293728 16.75679717293728 29.217820827041084 29.217820827041084 58838.12114580022 58835.12211810006 17.703077443331622 17.703077443331622 17.960230372442528 4.845063123389283 1.2687320505978958 2.223210004215879 346.801714219819 25.60672438145685 0.007787579875021544 19.9408595505476 20.347861708927155 20.205518919696807 0.9375000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.2687320505978958 2.223210004215879 346.801714219819 25.60672438145685 0.007787579875021544 19.9408595505476 20.347861708927155 20.205518919696807 0.9375000000000001 False False 0.3 0.7 1.5 0.02 8 3 2.999027700163424 2.223210004215879 1.2687320505978958 0.14234278923034793 1.7523085376208327 2.6447842655955327 2.2452885472542796 False 0.06 Inputed -19.195270608755273 -19.452423537866178 """""" """""" """"""
-0.16084361572845357 0.23696206630710678 -7.327370691793176 17.478299957858205 5979.315012849423 118.08099526347027 90 58 58 74.92196760000661 36 True True 2021hdv 212.22962499999997 54.71516944444445 SNIa 0.04052 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 212.22962499999997 54.71516944444445 TNS 2021hdv ZTF21aaquiwu 2021hdv SNIa 0.04052 -0.0831106361923446 0.4324119582436019 0.029170843828520532 0.152034810985743 0.4324119582436019 0.7643133657878991 16.576249112855326 16.576249112855326 58.34571848715129 58.34571848715129 59315.30089120008 59300.34916670015 16.8162277526243 16.8162277526243 17.068542064516244 10.963065953672109 2.1550313106691723 11.016789032731987 212.23158641768998 54.71801221611575 0.002455732193721305 15.116161216920615 16.07783863131225 15.429594668895007 0.9850000000000001 """""" """""" """""" """""" 2 False True all False False 0 2.5274692045724048 6.614342585202948 212.227144723891 54.7163197201057 0.030863888975033227 19.391136062151194 21.59546104134083 21.439491003158093 0.39999999999999997 False False 0.3 0.7 1.5 0.02 8 3 14.951724499929696 11.016789032731987 2.1550313106691723 0.6482439624172436 5.112124811453944 -0.7383891213120499 -1.638947395621237 False 0.04052 Inputed -19.224582785129517 -19.47689709702146 """""" """""" """"""
-0.34824320230020145 0.5987701792909985 -2.7290587594875446 17.746158929612438 6644.750195751804 123.47092566404129 46 22 22 10.0996643002145 122 True False 2018epr 297.20459333333 46.510023611111 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 297.20459333333 46.510023611111 TNS 2018epr ZTF18aauebur 2018epr CV 0.0 -0.25324644848366873 0.16592012042721294 -0.16192864155301123 -0.06201966494792188 0.16592012042721294 0.43551532349758304 0.7710588081135441 0.7710588081135441 9.328605492100955 9.328605492100955 58708.2360417 58706.20868059993 17.25117016708503 17.25117016708503 17.610839995591732 2.160985648397737 0.7 0.17485921233606186 297.20464677 46.51005534 0.004738757098956881 21.57968649020195 21.667495674228668 21.631511299228666 0.0 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.17485921233606186 297.20464677 46.51005534 0.004738757098956881 21.57968649020195 21.667495674228668 21.631511299228666 0.0 False False 0.3 0.7 1.5 0.02 8 3 2.027361100073904 0.17485921233606186 0.7 0.035984375000001734 0.24979887476580268 4.41632550714364 4.020671303636934 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.12745415027735268 0.44143976780382344 -3.8375419295068185 18.33573702232978 4963.893175777617 217.46992362789334 21 11 11 22.008449099957943 26 True False 2020bbb 48.23654166666667 -11.628763888888889 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 48.23654166666667 -11.628763888888889 TNS 2020bbb ZTF20aahtral 2020bbb SNIa 0.09 0.11068871588659235 0.4089587157398604 0.18006859800830455 0.2528255642390924 0.4089587157398604 0.5801116431980446 15.586898051231131 15.586898051231131 6.421551048726812 6.421551048726812 58885.148564800154 58872.139872699976 18.07226790339439 18.24542812818958 18.07226790339439 0.5620546867108447 2.317320820829559 5.069053015356794 48.23563422 -11.62985598 0.0006481106401041714 14.79289671444893 15.768510849571229 15.11382021894455 0.95 """""" """""" """""" """""" 0 False True all False False 0 2.317320820829559 5.069053015356794 48.23563422 -11.62985598 0.0006481106401041714 14.79289671444893 15.768510849571229 15.11382021894455 0.95 False False 0.3 0.7 1.5 0.02 8 3 13.00869210017845 5.069053015356794 2.317320820829559 0.6546906306266784 2.1874627672581672 -2.4769172786183518 -2.9584476844498404 False 0.09 Inputed -19.978116741784845 -19.804956516989655 """""" """""" """"""
-0.02369352021014256 0.45161361731775707 -32.23336707450221 19.055865785717025 5392.776669134142 296.66227754194693 114 31 31 70.90313659980893 36 True True 2021qep 2.934566666666666 12.079016666666666 SNIIn 0.086 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 2.934566666666666 12.079016666666666 TNS 2021qep ZTF21abgkfzh 2021qep SNIIn 0.086 0.12272521202639197 0.33762297100983574 0.17368870814888027 0.22646113080023866 0.33762297100983574 0.45660404362188345 1.337142029635082 1.337142029635082 69.56599457017384 69.56599457017384 59382.455844900105 59382.43578700023 18.798077922164094 18.885990435067043 18.798077922164094 1.1169640385340944 1.6497994132082232 3.3081267667490146 2.934724533218795 12.07992253148195 0.005838237582458716 18.70320498778343 19.33476200370312 18.88231958928108 0.985 """""" """""" """""" """""" 0 False True all False False 0 1.6497994132082232 3.3081267667490146 2.934724533218795 12.07992253148195 0.005838237582458716 18.70320498778343 19.33476200370312 18.88231958928108 0.985 False False 0.3 0.7 1.5 0.02 8 3 0.02005789987742901 3.3081267667490146 1.6497994132082232 0.4524424144220376 2.0051690770794885 0.4487715686360758 0.08424166711698788 False 0.086 Inputed -19.15172551748647 -19.06381300458352 """""" """""" """"""
-0.11691599802413757 0.35157356847227783 -3.967509957844861 17.305879104131073 4256.917848038604 168.9988296553343 12 5 5 26.015856499783695 65 True True 2019aur 45.293426666666 41.396043944444 SNIIb 0.0124 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 45.293426666666 41.396043944444 TNS 2019aur ZTF19aakkths 2019aur SNIIb 0.0124 0.3660130901300178 0.8284500264183698 0.4717394566763353 0.5838507267769586 0.8284500264183698 1.1024418611564784 8.94998162660829 8.94998162660829 17.065874873175403 17.065874873175403 58538.117986099795 58534.14141200017 17.13948703175858 17.44956186889718 17.13948703175858 14.372531114746518 5.3475752443044176 3.725352577554715 45.2920763509867 41.3962555848432 0.0017380530029994512 14.775496972675324 15.088152640385628 14.793574734864235 1.0 """""" """""" """""" """""" 0 False True all False False 0 5.3475752443044176 3.725352577554715 45.2920763509867 41.3962555848432 0.0017380530029994512 14.775496972675324 15.088152640385628 14.793574734864235 1.0 False False 0.3 0.7 1.5 0.02 8 3 3.976574099622667 3.725352577554715 5.3475752443044176 0.2945779055213933 0.6966433210121736 -2.361409228511553 -2.3459122968943458 False 0.0124 Inputed -16.567136607594257 -16.257061770455657 """""" """""" """"""
-0.10728830364399067 0.41187503130020464 -2.5784706744518537 18.725380284926562 5668.128352021989 249.4106261755696 21 11 11 36.98928239988163 39 True True 2019mce 225.65029208333 5.156381 SNIIn 0.072 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 225.65029208333 5.156381 TNS 2019mce ZTF19ablzora 2019mce SNIIn 0.072 -0.08091632466573273 0.1410612464226375 -0.028935443518552262 0.025338757745288376 0.1410612464226375 0.2668562079419807 17.671778730541497 17.671778730541497 19.317503669340134 19.317503669340134 58701.15745369997 58689.17497690022 18.148684393408743 18.496418530427118 18.148684393408743 1.7448327799664216 1.3794986304114494 5.927942345176172 225.6486626950755 5.156101722573515 0.012780000147175397 18.85435896651745 19.525616668133736 19.18328004665494 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.3794986304114494 5.927942345176172 225.6486626950755 5.156101722573515 0.012780000147175397 18.85435896651745 19.525616668133736 19.18328004665494 0.99 False False 0.3 0.7 1.5 0.02 8 3 11.982476799748838 5.927942345176172 1.3794986304114494 0.34233662147879684 4.297171606040742 1.0291981377066186 1.0345956532461962 False 0.072 Inputed -19.408625246039517 -19.060891109021142 """""" """""" """"""
-0.021373954896966713 0.485916892288845 -5.921625912248298 17.837538264914944 5657.742192504318 241.94758484136977 169 32 32 73.91682869987562 143 True False 2019cmv 284.470799999999 45.59000833333 SLSN-II 0.097 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 284.470799999999 45.59000833333 TNS 2019cmv ZTF19aalbrgu 2019cmv SLSN-II 0.097 -0.06048124954013545 0.1728790964859641 -0.005927717432243185 0.05109597844289837 0.1728790964859641 0.3055389282148653 27.844594551131177 27.844594551131177 46.07223414874444 46.07223414874444 58567.51134259999 58567.51134259999 17.707813605686887 17.707813605686887 17.71645742741666 0.21846552102279682 2.1123099880228318 10.300085514531819 284.47202046 45.59273903 0.007082387035384663 16.673009963071348 17.79748100488186 17.056649352812766 0.99 """""" """""" """""" """""" 2 False True all False False 0 0.725777253110681 4.339205389107728 284.46917323 45.58961225 0.09823833804817983 22.537071613240244 24.38832738711834 24.03976378865242 0.275 False False 0.3 0.7 1.5 0.02 8 3 0.0 10.300085514531819 2.1123099880228318 0.7408316520690938 4.876218724020201 0.08966739919497257 -0.6598080746038946 False 0.097 Inputed -20.49978459749787 -20.508428419227645 """""" """""" """"""
-0.13242609577929312 0.32035062258398794 -10.765400279419648 18.474259954359695 6291.612001483663 94.40606692245868 39 25 25 44.90526620019227 92 True False 2020ti 75.85262916666665 5.403352777777778 SNIa 0.061 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 75.85262916666665 5.403352777777778 TNS 2020ti ZTF20aaetvkh 2020ti SNIa 0.061 -0.08175786872846658 0.5941004457859727 0.06047645924706302 0.21955822920715917 0.5941004457859727 1.0549236492986545 5.7623116612828085 5.7623116612828085 39.142954538909464 39.142954538909464 58867.19949069992 58859.26781249978 18.000930597104237 18.000930597104237 18.176620140239205 1.4962626912455121 1.0047238928455045 4.584225081252673 75.85245086 5.40461374 0.0018008082661752356 16.971450991797447 17.25677440955639 17.29476070420742 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.0047238928455045 4.584225081252673 75.85245086 5.40461374 0.0018008082661752356 16.971450991797447 17.25677440955639 17.29476070420742 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 7.931678200140595 4.584225081252673 1.0047238928455045 -0.03798629465103076 4.562671509950431 -0.7441561875478477 -0.8818594360317853 False 0.061 Inputed -19.015272455537605 -19.190961998672574 """""" """""" """"""
-0.25919895802525283 0.1832306418904884 -8.35390538352067 17.646259563989037 4768.804122440644 331.08592093526994 66 34 34 69.00416659982875 577 True True 2020bcq 201.62355208333 36.008654305555 SNIb 0.018 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 201.62355208333 36.008654305555 TNS 2020bcq ZTF20aajcdad 2020bcq SNIb 0.018 0.18269282316362023 0.38172814962244317 0.23017720684220322 0.2791544933105605 0.38172814962244317 0.4907035493144001 10.241628602373336 10.241628602373336 58.76253799745542 58.76253799745542 58887.523321799934 58875.474919000175 17.045710798703922 17.109775008798067 17.045710798703922 12.40914304670828 0.6211231895796053 14.781551081997424 201.618892588329 36.010282977569545 0.004345042174307423 15.272795205653907 14.556780401765703 13.692148123798965 0.95 """""" """""" """""" """""" 12 False True all False False 0 0.7 2.601865413762629 201.62441143163 36.00845652424895 0.014466100457179665 21.10937002004981 18.991079704322217 18.291475619522334 0.45000000000000007 False False 0.3 0.7 1.5 0.02 8 3 12.04840279975906 14.781551081997424 0.6211231895796053 0.8646322779667379 23.7980988795508 -2.552994607032364 -3.353562674904957 False 0.018 Inputed -17.473291092561283 -17.409226882467138 """""" """""" """"""
-0.1079797625253417 0.3893453713247109 -5.828194892779482 18.427279352515114 6304.477135924199 71.45660609167706 37 23 23 44.023669000249356 72 True True 2021mth 245.61162083333332 7.6167750000000005 SNIa 0.07208 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 245.61162083333332 7.6167750000000005 TNS 2021mth ZTF21abbzhvg 2021mth SNIa 0.07208 -0.12468947289520926 0.8033581539583352 0.059776157681337594 0.2736463643933149 0.8033581539583352 1.496645469327973 12.869967395976492 12.869967395976492 31.153701604272865 31.153701604272865 59363.27634260012 59353.3139698999 17.988933577602015 17.988933577602015 18.173588081123114 1.5534087680557598 1.827217376107243 0.3208078341375662 245.611533917391 7.61675220709687 0.0003984614200270853 15.803267114491462 16.82567597175598 16.149572237768172 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.827217376107243 0.3208078341375662 245.611533917391 7.61675220709687 0.0003984614200270853 15.803267114491462 16.82567597175598 16.149572237768172 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.962372700218111 0.3208078341375662 1.827217376107243 0.6761037339878087 0.17557179475877388 -1.1632576058460344 -2.024015843354942 False 0.07208 Inputed -19.386171720452403 -19.5708262239735 """""" """""" """"""
-0.12549178231384947 0.4670726292424069 -4.259514459189716 18.626031442249825 6042.272091375525 189.739044512307 43 21 21 37.99282409995794 175 True False 2020yvg 307.72892499999995 19.337994444444444 SNIa 0.096 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 307.72892499999995 19.337994444444444 TNS 2020yvg ZTF20acovdho 2020yvg SNIa 0.096 -0.1448061627833006 0.1389979014979268 -0.07978190742373314 -0.010916301711134224 0.1389979014979268 0.3063013363053102 12.820197640841005 12.820197640841005 25.172626459116938 25.172626459116938 59167.13218750013 59156.118773099966 18.26920009866657 18.26920009866657 18.473617555315347 0.4166866725526733 2.9334231416066356 7.491765309448147 307.73009161 19.33976052 0.003413774086620802 16.123289504003523 16.884714783859252 16.406441533732416 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.9334231416066356 7.491765309448147 307.73009161 19.33976052 0.003413774086620802 16.123289504003523 16.884714783859252 16.406441533732416 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.013414400164038 7.491765309448147 2.9334231416066356 0.4782732501268363 2.5539327085777703 -1.3844853148073177 -2.067176021582931 False 0.096 Inputed -19.719666723226254 -19.92408417987503 """""" """""" """"""
-0.15288514669705927 0.39676151053454245 -5.340115516009864 17.397314043166887 4850.178244365903 137.7908017097607 59 18 18 30.003136499784887 65 True True 2020acwj 347.91141666666664 7.780369444444444 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 347.91141666666664 7.780369444444444 TNS 2020acwj ZTF20acxmxth 2020acwj SNIa 0.04 0.1774449391457722 0.6976701984510498 0.2936603266405271 0.4187578012471711 0.6976701984510498 1.0186994206312043 11.698640523261364 11.698640523261364 18.304495976523523 18.304495976523523 59210.099687499925 59199.107430600096 17.23752124377236 17.248381180061344 17.23752124377236 1.9801054653494277 1.0886532128650994 0.030400782554668066 347.911413147507 7.7803617532289895 0.0005392197106279806 17.574360193548202 18.569049007425306 17.873751776452067 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.0886532128650994 0.030400782554668066 347.911413147507 7.7803617532289895 0.0005392197106279806 17.574360193548202 18.569049007425306 17.873751776452067 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.992256899829954 0.030400782554668066 1.0886532128650994 0.6952972309732388 0.027925130055566356 1.3206678273639625 0.6362305326797077 False 0.04 Inputed -19.02728364370906 -19.016423707420074 """""" """""" """"""
-0.08867040379294781 0.39677825291419405 -13.373644308165895 18.748545990024596 5663.559568233227 159.0293529464675 41 28 28 58.910185100045055 35 True False 2021cxd 202.73737916666664 82.37358888888888 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 202.73737916666664 82.37358888888888 TNS 2021cxd ZTF21aaksblr 2021cxd SNIa 0.08 0.017582759910418133 0.4128365163165455 0.1069647069381432 0.2024315418369973 0.4128365163165455 0.6513878948589387 3.9893653369121544 3.9893653369121544 54.9208197631329 54.9208197631329 59264.3277083002 59257.3895717999 18.472753177186625 18.472753177186625 18.531607968199168 1.986353532916921 1.3993599423512826 2.5274525094081937 202.73216322 82.37370608 0.01039150669725375 20.029088077878953 20.619828508138657 20.23783037917614 0.9875 """""" """""" """""" """""" 0 False True all False False 0 1.3993599423512826 2.5274525094081937 202.73216322 82.37370608 0.01039150669725375 20.029088077878953 20.619828508138657 20.23783037917614 0.9875 False False 0.3 0.7 1.5 0.02 8 3 6.9381365003064275 2.5274525094081937 1.3993599423512826 0.3819981289625183 1.8061489634764212 2.147075330952031 1.7062224109769701 False 0.08 Inputed -19.25832605387221 -19.317180844884753 """""" """""" """"""
-0.1726451223625148 0.3054523953249636 -3.747198246075822 18.397221247084747 4760.84966089057 210.94380126540713 19 12 12 31.998402699828148 32 True False 2020um 163.74401249999997 -8.39035 SNIa 0.067 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 163.74401249999997 -8.39035 TNS 2020um ZTF20aadxcsc 2020um SNIa 0.067 0.17374478117993775 0.4955491200522637 0.2484921195716936 0.32694963354659023 0.4955491200522637 0.6807110504856446 10.952936228079643 10.952936228079643 21.045466471748504 21.045466471748504 58861.31833329983 58853.48755790014 17.903977308616096 18.235744369366223 17.903977308616096 2.3550776538085723 2.3103329957186594 0.42192818303289453 163.74413097 -8.39035025 0.0003437164329843645 14.990422312307357 16.035284863758086 15.355054516267776 0.95 """""" """""" """""" """""" 0 False True all False False 0 2.3103329957186594 0.42192818303289453 163.74413097 -8.39035025 0.0003437164329843645 14.990422312307357 16.035284863758086 15.355054516267776 0.95 False False 0.3 0.7 1.5 0.02 8 3 7.830775399692357 0.42192818303289453 2.3103329957186594 0.6802303474903102 0.18262656673941854 -2.200459505608137 -2.5489227923483195 False 0.067 Inputed -19.49460614056977 -19.16283907981964 """""" """""" """"""
-0.21808911093936736 0.20461484453647358 -7.122738267313061 18.341524159983727 5211.52599079201 75.91245919337396 58 24 24 51.950092600192875 59 True True 2020nbo 239.55895833333332 18.10278888888889 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 239.55895833333332 18.10278888888889 TNS 2020nbo ZTF20abfsemq 2020nbo SNIa 0.05 0.15178102892525658 1.2019914783720758 0.36558842179206863 0.6096464691340344 1.2019914783720758 1.9605044831048595 12.131230850352338 12.131230850352338 39.818861749840536 39.818861749840536 59029.23493060004 59017.25608799979 17.852288267031554 17.852288267031554 17.924507961150155 4.414241147568357 1.0045932142412237 7.369573908778014 239.559656359194 18.1047254945113 0.16681976243547247 21.93585858013749 22.650192821278573 21.91889708652854 0.68 """""" """""" """""" """""" 0 False True all False False 0 1.0045932142412237 7.369573908778014 239.559656359194 18.1047254945113 0.16681976243547247 21.93585858013749 22.650192821278573 21.91889708652854 0.68 False False 0.3 0.7 1.5 0.02 8 3 11.978842600248754 0.0 0.0 0.0 0.0 5.787711732968447 5.345492038849844 True 0.05 Inputed -18.83003067002512 -18.902250364143722 """""" """""" """"""
-0.017890246771281457 0.6746575557799288 -24.13043639994308 17.864841364080803 6442.2789743104895 114.67786452386494 81 57 57 73.85988430026919 98 True True 2021skn 246.20420833333327 39.734655555555555 SNII 0.02974 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 246.20420833333327 39.734655555555555 TNS 2021skn ZTF21abjcjmc 2021skn SNII 0.02974 0.014142748540987071 0.5898371780067393 0.13937756908802257 0.2765137042617418 0.5898371780067393 0.9614805576662988 1.8701897750967333 1.8701897750967333 71.98969452517245 71.98969452517245 59403.286608799826 59399.28400459979 17.667738646807194 17.667738646807194 17.718216439401022 4.459673356268155 2.0006886728353375 16.67180856481544 246.198187450653 39.73474804484255 0.006309298871819413 15.383775614001154 16.13717970124364 14.914210621420146 0.9949999999999999 """""" """""" """""" """""" 17 True True all False False 0 0.7 5.2858216817388906 246.206079843749 39.734364856289 0.3902300539252932 24.127965256899 24.09438130588174 23.572773457856773 0.5 False False 0.3 0.7 1.5 0.02 8 3 4.002604200039059 16.67180856481544 2.0006886728353375 1.2229690798234927 8.333034915016775 -1.5305589455635555 -2.804005817980876 False 0.02974 Inputed -17.897539646130333 -17.94801743872416 """""" """""" """"""
-0.022130479698211643 0.5417967513203524 -9.925728983225362 14.949471294099185 3738.4014195120767 308.50902111980326 60 38 38 69.8235762999393 36 True False 2021qqu 54.46637916666666 -14.976025 SNII 0.002 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 54.46637916666666 -14.976025 TNS 2021qqu ZTF21abtcgoh 2021qqu SNII 0.002 0.623717632505592 0.8985097405838562 0.6892244597828068 0.7568221302771008 0.8985097405838562 1.0492380208481205 42.729324346289324 42.729324346289324 27.09425195364998 27.09425195364998 59464.405150500126 59439.44332179986 14.839068759217456 15.409330824475784 14.839068759217456 2.4724594330504495 3.525097233406267 2.45649715945947 54.46667102 -14.97664639 0.0022905396165135983 16.235913385248185 16.927070365095137 16.46620300951004 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.525097233406267 2.45649715945947 54.46667102 -14.97664639 0.0022905396165135983 16.235913385248185 16.927070365095137 16.46620300951004 1.0 False False 0.3 0.7 1.5 0.02 8 3 24.96182870026678 2.45649715945947 3.525097233406267 0.4608673555850977 0.6968594046654937 1.5177395406193526 1.627134250292583 False 0.002 Inputed -14.899679850640716 -14.329417785382388 """""" """""" """"""
-0.18222692714922376 0.23608562514954334 -9.968103703964445 17.632544317231435 6090.331919770413 142.5441778454966 70 30 30 57.02451380016282 39 True True 2020adfe 4.979558333333332 23.952502777777777 SNIa 0.048 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 4.979558333333332 23.952502777777777 TNS 2020adfe ZTF20acxncha 2020adfe SNIa 0.048 -0.0963540427295051 0.31292621398901943 -0.0051179871792683684 0.0932386792383042 0.31292621398901943 0.5661322641541169 14.959319426097638 14.959319426097638 42.065194374065186 42.065194374065186 59216.135578699876 59199.12993060006 17.021671886544677 17.021671886544677 17.2260011953586 5.456718932872429 0.6406089854596907 4.490920560332568 4.97999547 23.95368456 0.12868970580200978 22.8607284247756 24.706278373861313 22.27698161666393 0.7 """""" """""" """""" """""" 0 False True all False False 0 0.6406089854596907 4.490920560332568 4.97999547 23.95368456 0.12868970580200978 22.8607284247756 24.706278373861313 22.27698161666393 0.7 False False 0.3 0.7 1.5 0.02 8 3 17.005648099817336 0.0 0.0 0.0 0.0 6.618328113455323 6.043998804641401 True 0.048 Inputed -19.438867149660307 -19.64319645847423 """""" """""" """"""
-0.11785627323339021 0.3095462529862501 -29.69580785369777 16.8506192162619 5996.648668695413 218.7016313547486 21 21 21 58.02583329984918 56 True False 2019muh 74.961864999999 21.360229388888 SNIa 0.037 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 74.961864999999 21.360229388888 TNS 2019muh ZTF19abmqasg 2019muh SNIa 0.037 0.01009746365599895 0.28564803298654695 0.07412870629210033 0.1413214860354728 0.28564803298654695 0.44402772739385554 -19.74599592064559 -19.74599592064559 77.77182922049477 77.77182922049477 58698.47106479993 58698.47106479993 16.76249003473153 16.76249003473153 16.89908732228424 3.629202185152237 0.9196766389935482 0.6148706463861479 74.96171341 21.36013326 0.007143706283104234 21.284008534431457 21.401624124145506 20.661332634544372 0.75 """""" """""" """""" """""" 0 False True all False False 0 0.9196766389935482 0.6148706463861479 74.96171341 21.36013326 0.007143706283104234 21.284008534431457 21.401624124145506 20.661332634544372 0.75 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.6148706463861479 0.9196766389935482 0.7402914896011339 0.6685726485985705 4.639134089413975 3.7622453122601307 False 0.037 Inputed -19.194845876966873 -19.331443164519584 """""" """""" """"""
-0.19077377085207872 0.22738680387520602 -6.734504399976343 17.074232109755226 5740.518614377166 108.68053113349256 52 30 30 71.89776619989425 54 True True 2019oml 45.084495 18.743612166666 SNIa 0.033 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 45.084495 18.743612166666 TNS 2019oml ZTF19abqmpsr 2019oml SNIa 0.033 -0.030467638779242634 0.5628841880428759 0.0974556686748862 0.23834502849019046 0.5628841880428759 0.9516693815024126 13.983229888326512 13.983229888326512 57.91453631156774 57.91453631156774 58725.437372699846 58712.483298600186 16.54322413892295 16.54322413892295 16.67403893358651 5.694173918214846 5.25409658994866 7.402401056830544 45.083186304159355 18.74197137558215 0.0012823172570607388 14.041810189347267 14.73892882349968 14.272025637712478 1.0 """""" """""" """""" """""" 3 False True all False False 0 0.7 1.8283351806415409 45.0846003330752 18.7441101460152 0.010444225264397922 21.334023710041045 21.32290878961563 21.196925022411346 0.0875 False False 0.3 0.7 1.5 0.02 8 3 12.95407409965992 7.402401056830544 5.25409658994866 0.4669031857872028 1.4088817992024916 -1.8042953154232713 -2.4020132958740312 False 0.033 Inputed -19.16932988032697 -19.300144674990527 """""" """""" """"""
-0.11194672214668616 0.14479975541292261 -5.8237692577747655 18.49876194669099 5275.809932224722 119.76044659508557 144 124 124 73.97190969996154 53 True True 2020ifv 310.65088749999995 76.78176666666667 SNII 0.042 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 310.65088749999995 76.78176666666667 TNS 2020ifv ZTF20aawgrcu 2020ifv SNII 0.042 0.06724654805112706 0.6356504989102092 0.19179050630482664 0.3275371351512213 0.6356504989102092 0.9982121714922556 14.473125675863118 14.473125675863118 59.49878402409843 59.49878402409843 58967.430995400064 58964.3959144 17.876392664820777 17.876392664820777 17.959343890631473 2.2736218177829843 2.4640464202960155 1.2714045350893262 310.6494001228105 76.78186183602595 0.0017201230082911634 16.867182476739885 17.362075544128416 17.01612847456932 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.4640464202960155 1.2714045350893262 310.6494001228105 76.78186183602595 0.0017201230082911634 16.867182476739885 17.362075544128416 17.01612847456932 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 3.0350810000672936 1.2714045350893262 2.4640464202960155 0.34594706955909516 0.5159823794783003 -0.5143171206923611 -0.9432154160621522 False 0.042 Inputed -18.412454552516717 -18.495405778327413 """""" """""" """"""
-0.011900310639731914 0.32386135191551746 -16.803944180487683 17.74276908594534 3725.233543291023 284.92769691765534 71 44 44 74.9517244999297 80 True True 2019hkj 22.793760416666 43.622614527777 SNIIP 0.018 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 22.793760416666 43.622614527777 TNS 2019hkj ZTF19aavjzrz 2019hkj SNIIP 0.018 0.6849536282301436 0.9929015373017194 0.7580938581615868 0.8337504542456102 0.9929015373017194 1.1630099273373098 125.9125557366556 125.9125557366556 -50.96083123672591 -50.96083123672591 58691.432118100114 58643.45598379988 17.61034156075072 18.111074574246196 17.61034156075072 0.32729020558688315 5.96577620315137 6.635808242148745 22.79142821 43.6218747 0.006526523344911106 16.02801938290596 16.557970406246184 23.27 1.0 """""" """""" """""" """""" 0 False True all False False 0 5.96577620315137 6.635808242148745 22.79142821 43.6218747 0.006526523344911106 16.02801938290596 16.557970406246184 23.27 1.0 False False 0.3 0.7 1.5 0.02 8 3 47.976134300231934 6.635808242148745 5.96577620315137 -6.712029593753815 1.1123126339609315 -1.5531041680000115 5.659658439249281 False 0.018 Inputed -16.908660330514486 -16.40792731701901 """""" """""" """"""
-0.049975844205004616 0.3954236088630838 -14.06705423452962 19.35440696857058 4983.957708738405 225.7283172844606 35 21 21 50.89248839998618 41 True False 2021vws 328.99864583333334 -16.298294444444448 SNII 0.081 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 328.99864583333334 -16.298294444444448 TNS 2021vws ZTF21absmzcw 2021vws SNII 0.081 0.17183268131464757 0.4702593472593328 0.2414830472735261 0.31436269360418834 0.4702593472593328 0.6404664525788917 12.408759198914206 12.408759198914206 38.483729201071974 38.483729201071974 59444.25084490003 59436.33995370008 18.919750894971134 19.15780995878831 18.919750894971134 1.4240993752656084 1.793619536309598 1.825251311199114 328.99860619 -16.29778886 0.002230297778377577 17.827021205163003 18.394965186333657 18.03237196071148 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.793619536309598 1.825251311199114 328.99860619 -16.29778886 0.002230297778377577 17.827021205163003 18.394965186333657 18.03237196071148 1.0 False False 0.3 0.7 1.5 0.02 8 3 7.910891199950129 1.825251311199114 1.793619536309598 0.36259322562217733 1.0176357216506455 -0.7628447724546525 -0.8873789342596545 False 0.081 Inputed -18.897632463678185 -18.65957339986101 """""" """""" """"""
-0.1622040364298032 0.26108693329281896 -1.422576755754483 18.07516989647588 4614.816109789175 193.80076420590254 25 10 10 38.99873839970678 61 True True 2019hib 197.98927416666 44.815059888888 SNIa 0.0551 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 197.98927416666 44.815059888888 TNS 2019hib ZTF19aaxeetj 2019hib SNIa 0.0551 0.2059837856073372 0.5667440204428864 0.28927049135203475 0.37703748603706444 0.5667440204428864 0.7766566758302247 15.898318949868088 15.898318949868088 23.100419449838693 23.100419449838693 58647.240659699775 58638.198854200076 17.910721298637547 18.498263024269168 17.910721298637547 3.7041556700906675 3.0614148979218805 24.32178973736355 197.9932633459805 44.8089251309626 0.007023406185821868 14.52418154361844 15.47976897896886 14.785926599389315 0.9949999999999999 """""" """""" """""" """""" 15 True True all False False 0 3.30987964187319 1.6469321142106372 197.989282629485 44.8155173306389 0.0020627695081947284 16.33549130916536 16.94126105438471 16.515615740629435 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.041805499698967 24.32178973736355 3.0614148979218805 0.6938423795795448 7.944623825366966 -3.018494045300308 -3.1247946992482323 False 0.0551 Inputed -19.057319708691978 -18.469777983060357 """""" """""" """"""
-0.10730700393558221 0.3913418959819941 -5.959524273251464 18.43346431879612 5041.677256722321 92.12106153450641 18 13 13 42.01798619981855 34 True False 2020cw 73.085832916666 -18.819239 SNII 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 73.085832916666 -18.819239 TNS 2020cw ZTF20aacewxb 2020cw SNII 0.03 0.15785355554709923 0.9857200117129175 0.33264889838934053 0.5276795221673645 0.9857200117129175 1.5486052595422635 11.87556813621716 11.87556813621716 30.14241806360139 30.14241806360139 58861.220127299894 58852.12792820018 18.29503122406349 18.398269588706388 18.29503122406349 1.4598916084684905 2.4276016121947928 4.557809070799654 73.08597475 -18.81798008 0.010575729282743862 18.55556428179741 19.12471250817776 18.74816352202892 0.96 """""" """""" """""" """""" 0 False True all False False 0 2.4276016121947928 4.557809070799654 73.08597475 -18.81798008 0.010575729282743862 18.55556428179741 19.12471250817776 18.74816352202892 0.96 False False 0.3 0.7 1.5 0.02 8 3 9.092199099715799 4.557809070799654 2.4276016121947928 0.3765489861488369 1.8774946630056577 0.7264429194713706 0.453132297965432 False 0.03 Inputed -17.33976622956184 -17.23652786491894 """""" """""" """"""
-0.08601374023085151 0.3518260596130484 -33.553502106100694 16.87150767453077 4634.152342345817 330.66416216132444 93 74 74 74.97276620008051 78 True False 2020nac 10.852679166666665 50.67446111111111 SNIb 0.017409 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 10.852679166666665 50.67446111111111 TNS 2020nac ZTF20abgbxvb 2020nac SNIb 0.017409 0.3540672130669691 0.5755078036774854 0.40695572804037283 0.46146627717972066 0.5755078036774854 0.6965117954446143 -15.331899996813728 -15.331899996813728 90.30466619689425 90.30466619689425 59024.4689468001 59018.39212960005 16.811267697580128 17.012064865859283 16.811267697580128 11.413348549890346 1.5671775546734104 0.22536145208197703 10.85275997 50.67449712 0.0012282236913665479 17.692691802597047 18.885588496398924 18.703946325492858 0.5 """""" """""" """""" """""" 0 False True all False False 0 1.5671775546734104 0.22536145208197703 10.85275997 50.67449712 0.0012282236913665479 17.692691802597047 18.885588496398924 18.703946325492858 0.5 False False 0.3 0.7 1.5 0.02 8 3 6.076817200053483 0.22536145208197703 1.5671775546734104 0.18164217090606627 0.1438008420998225 1.8735236305396405 1.89267862791273 False 0.017409 Inputed -17.634913102984594 -17.43411593470544 """""" """""" """"""
-0.005361997033257427 0.3958051613589243 -11.448648226443737 18.561754817999603 4772.88283447418 295.32701200083096 29 20 20 74.95587970037013 152 True True 2019ui 252.01449999999 26.2118 SNII 0.03432 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 252.01449999999 26.2118 TNS 2019ui ZTF18adbikdz 2019ui SNII 0.03432 0.2024467775319252 0.43018086325427873 0.25648019384930976 0.3124135326552917 0.43018086325427873 0.5561655674236903 161.40359317342973 161.40359317342973 -86.4477134730596 -86.4477134730596 58481.55047449982 58481.55047449982 18.44244771405979 18.704583277347872 18.44244771405979 0.2703960744608689 5.713802571182247 12.782357715945912 252.011058820594 26.2135537918802 0.001654689346824778 13.61921130804777 14.888148094143867 14.398049023160935 1.0 """""" """""" """""" """""" 21 False True all False False 0 4.34669079165321 2.871589572506151 252.0150227835095 26.212445201422398 0.0241606486099869 18.814048441472053 20.401773928442 19.04574422255039 0.7999999999999999 False False 0.3 0.7 1.5 0.02 8 3 0.0 12.782357715945912 5.713802571182247 0.49009907098293226 2.2371017473397066 -3.816435183204005 -4.044398690898854 False 0.03432 Inputed -17.486791523846946 -17.224655960558863 """""" """""" """"""
-0.09278831326720585 0.4780635555429717 -6.834018456544506 18.645055286531502 5986.099176579217 118.48395333274141 84 40 40 45.95774299977347 53 True True 2020uwn 5.405333333333332 -19.507841666666668 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 5.405333333333332 -19.507841666666668 TNS 2020uwn ZTF20acgmqgv 2020uwn SNIa 0.08 -0.09006434317176115 0.42045643147257294 0.0211556576569798 0.1428389016076821 0.42045643147257294 0.7489848373369625 5.167124832800221 5.167124832800221 40.79061816697325 40.79061816697325 59130.359849500004 59126.31241900008 18.313774914040387 18.313774914040387 18.437220239670207 1.025222232100294 3.087737799846899 4.03303188220142 5.405648021518865 -19.50892197082495 0.0028203871115518586 16.542084873921873 17.335057259845733 16.84771362681031 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.087737799846899 4.03303188220142 5.405648021518865 -19.50892197082495 0.0028203871115518586 16.542084873921873 17.335057259845733 16.84771362681031 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 4.047430499922484 4.03303188220142 3.087737799846899 0.4873436330354224 1.306144544527515 -0.9787176541946536 -1.5895066128598963 False 0.08 Inputed -19.35271378240117 -19.47615910803099 """""" """""" """"""
-0.17385828327087338 0.18102558265145363 -10.534636148451924 18.68739216621678 5847.995337967787 96.44424632217365 44 29 29 60.85244209971279 60 True True 2021tnd 327.2382458333333 -9.071102777777778 SNIa 0.085 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 327.2382458333333 -9.071102777777778 TNS 2021tnd ZTF21abmgxyu 2021tnd SNIa 0.085 0.008117230810842813 0.7138987769825036 0.15764771083122042 0.32416401933606664 0.7138987769825036 1.190262237622985 16.253404571688975 16.253404571688975 44.599037528023814 44.599037528023814 59426.358298600186 59409.40077550011 18.105094838095923 18.105094838095923 18.138981707161605 1.5712334274701012 1.0744290362596531 0.666683211383313 327.238401185272 -9.070999042922345 0.00722811146129354 20.908641919023992 21.680219144713877 21.10273888432264 0.85 """""" """""" """""" """""" 0 False True all False False 0 1.0744290362596531 0.666683211383313 327.238401185272 -9.070999042922345 0.00722811146129354 20.908641919023992 21.680219144713877 21.10273888432264 0.85 False False 0.3 0.7 1.5 0.02 8 3 16.957523100078106 0.666683211383313 1.0744290362596531 0.577480260391237 0.6204999947732223 3.5751243066179548 2.9637571771610354 False 0.085 Inputed -19.78495590880134 -19.818842777867022 """""" """""" """"""
-0.2131340251545974 0.15614664154291524 -4.567848937635118 18.224021237716304 5664.123129456875 152.4387493064857 20 13 13 74.91938659967855 52 True True 2019abl 236.78392458333 33.214128194444 SNIa 0.053468 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 236.78392458333 33.214128194444 TNS 2019abl ZTF19aadyioa 2019abl SNIa 0.053468 -0.05483656179872298 0.3372597684696288 0.03330738522720367 0.1278151972735344 0.3372597684696288 0.5763340516247553 10.189697016199151 10.189697016199151 64.7296895834794 64.7296895834794 58511.51461810013 58505.4697106001 17.634436096604258 17.634436096604258 18.000000824943367 6.438452243388855 3.0815232728815514 4.354247144121847 236.7824994098755 33.2143312860556 0.006373209377284916 17.557236908782123 18.08797368904233 17.802548842099903 0.975 """""" """""" """""" """""" 0 False True all False False 0 3.0815232728815514 4.354247144121847 236.7824994098755 33.2143312860556 0.006373209377284916 17.557236908782123 18.08797368904233 17.802548842099903 0.975 False False 0.3 0.7 1.5 0.02 8 3 6.044907500036061 4.354247144121847 3.0815232728815514 0.2854248469424263 1.4130177702828652 0.4535375924380709 -0.19745198284346444 False 0.053468 Inputed -18.901925265500985 -19.267489993840094 """""" """""" """"""
-0.0035198386566257615 0.4290250002536649 -17.280924932989393 18.27597114552232 4701.672945984656 234.45650544842357 71 47 47 73.85460649989545 42 True True 2021dhx 166.29324999999997 -15.3528 SNII 0.025114 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 166.29324999999997 -15.3528 TNS 2021dhx ZTF21aaluqkp 2021dhx SNII 0.025114 0.28285444560803086 0.5899450922719645 0.3547907943723878 0.4298805168994946 0.5899450922719645 0.763942240077558 233.0370807790388 233.0370807790388 -159.18247427914335 -159.18247427914335 59274.23268519994 59264.33481479995 18.006946171134935 18.006946171134935 18.23162051083694 1.3178236630707467 4.361377636556687 16.620579995343167 166.28880198159152 -15.35109208425435 0.00408855451318324 14.57299723617792 15.301975668506623 14.834175806627274 1.0 """""" """""" """""" """""" 5 False True all False False 0 1.0091221616688735 3.467611534465512 166.293489853057 -15.351864956556 0.008367693884919203 19.579535516619682 19.987629659786226 19.75910692668915 0.97 False False 0.3 0.7 1.5 0.02 8 3 9.897870399989188 16.620579995343167 4.361377636556687 0.4677998618793495 3.8108555095139924 -2.7049705026283117 -3.3974447042096667 False 0.025114 Inputed -17.014505745188426 -17.23918008489043 """""" """""" """"""
-0.2445961989280643 0.11987055645430666 -10.76761800526645 16.480896115360068 4470.0821882283835 245.73254365586484 44 26 26 74.83868059981614 49 True False 2020esm 211.82608333333332 -5.1271305555555555 SNIIP 0.036 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 211.82608333333332 -5.1271305555555555 TNS 2020esm ZTF20aatvdwr 2020esm SNIIP 0.036 0.3172510492272469 0.6151325369921778 0.38725960165843887 0.4601802041928451 0.6151325369921778 0.7828955353119476 4.959072583592084 4.959072583592084 69.87960801622405 69.87960801622405 58944.439953700174 58937.386099500116 16.038641299349965 16.038641299349965 16.239465023892215 20.364399919466138 6.312227676615322 16.268522350369796 211.82292549 -5.12388567 0.010539399496518054 15.579653876423835 15.98118736191988 15.792407891190052 1.0 """""" """""" """""" """""" 4 False True all False False 0 0.7342886656332432 8.510724100939825 211.8247424 -5.12517987 0.0765199866603059 20.520759391885996 18.11131411356926 18.47158114191294 1.0 False False 0.3 0.7 1.5 0.02 8 3 7.053854200057685 16.268522350369796 6.312227676615322 0.18877947072982693 2.5773028451808218 -0.0574539374300862 -0.4470571327021631 False 0.036 Inputed -19.794442661646354 -19.995266386188604 """""" """""" """"""
-0.11244010368471771 0.06796600668921732 -11.145067485055371 18.272019490585564 4753.741601805728 93.88311704335018 40 28 28 61.994456000160426 54 True True 2020iez 147.11827083333333 50.92248055555555 SNII 0.032668 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 147.11827083333333 50.92248055555555 TNS 2020iez ZTF20aavvaup 2020iez SNII 0.032668 0.3399337600692114 1.242861376229179 0.5319226026873096 0.7451349960283515 1.242861376229179 1.8504976428248519 27.824864791922636 27.824864791922636 34.16959120823779 34.16959120823779 58980.24012729991 58965.18290509982 17.7483314965099 17.99004926339435 17.7483314965099 2.956312921224288 1.0196976757440779 0.6832883953926522 147.1185312417835 50.92257583641915 0.0028671727916405043 19.807423622251452 19.145139393532276 19.45758941370666 0.9277777777777777 """""" """""" """""" """""" 0 False True all False False 0 1.0196976757440779 0.6832883953926522 147.1185312417835 50.92257583641915 0.0028671727916405043 19.807423622251452 19.145139393532276 19.45758941370666 0.9277777777777777 False False 0.3 0.7 1.5 0.02 8 3 15.057222200091928 0.6832883953926522 1.0196976757440779 -0.31245002017438495 0.6700891956962182 1.1550901301379248 1.7092579171967621 False 0.032668 Inputed -18.07290299310174 -17.831185226217286 """""" """""" """"""
-0.100609383402437 0.49948884243332176 -2.8563055926571614 18.41058377818826 3878.8976527092445 141.93899213823343 23 13 13 38.91011579986662 48 True True 2020oc 147.01214958333 3.5382721666666 SNIc 0.02 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 147.01214958333 3.5382721666666 TNS 2020oc ZTF20aaekkuv 2020oc SNIc 0.02 0.5286526569745718 1.1429430794613502 0.6669577340385757 0.8150582143995244 1.1429430794613502 1.5173161176783623 15.024136241780393 15.024136241780393 23.885979558086223 23.885979558086223 58866.34158559982 58855.36079860013 18.269276945420852 18.803445094542578 18.269276945420852 1.1169476151609963 1.9900500050778887 2.4943758072456417 147.011811150304 3.5376671997607554 0.004115088972332703 18.227840712497233 18.663391364984513 18.354152355499266 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.9900500050778887 2.4943758072456417 147.011811150304 3.5376671997607554 0.004115088972332703 18.227840712497233 18.663391364984513 18.354152355499266 0.99 False False 0.3 0.7 1.5 0.02 8 3 10.980786999687552 2.4943758072456417 1.9900500050778887 0.3092390094852462 1.2534236832646897 -0.1400537295580655 0.08487541007841415 False 0.02 Inputed -16.47961782306524 -15.945449673943513 """""" """""" """"""
-0.21491200753983997 0.17167018580734966 -12.046506831441704 17.463311921913895 6122.644100196604 107.74808350404746 39 23 23 69.88564810017124 44 True True 2018kdx 182.01395791666 39.245111 SNIa 0.032 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 182.01395791666 39.245111 TNS 2018kdx ZTF18acusrws 2018kdx SNIa 0.032 -0.04964413243664012 0.5409639789215319 0.07744885590999218 0.2175934698640063 0.5409639789215319 0.9291185028093949 12.15701729768226 12.15701729768226 57.72863080248898 57.72863080248898 58480.5161342998 58464.51215279987 16.792214202626916 16.792214202626916 16.979703118342517 10.106687712060342 5.89201886116902 17.246740629857847 182.008191017047 39.243377693433146 0.009488907341277053 15.40322996174097 15.946385388178825 15.606488768286706 0.9949999999999999 """""" """""" """""" """""" 6 False True all False False 0 0.7 9.717511532995807 182.0124096945275 39.24269261619055 0.1628783726046109 21.2407423237288 20.528258815631865 21.05558601307869 0.008333333333333333 False False 0.3 0.7 1.5 0.02 8 3 16.003981499932706 17.246740629857847 5.89201886116902 0.3398966198921194 2.9271360184403696 -0.8458288144480903 -1.373214350055811 False 0.032 Inputed -18.796311231644996 -18.983800147360597 """""" """""" """"""
-0.28242380727605776 0.32700112653124297 -18.0819408334909 14.379111491812678 6373.502025072499 361.5749721162349 8 6 6 23.026377300266176 37 True False 2019zf 230.53778166666 -3.783202361111 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 230.53778166666 -3.783202361111 TNS 2019zf ZTF19aadttiw 2019zf CV 0.0 -0.1752964348051389 -0.038288159155726476 -0.14259019729116496 -0.10886882432325962 -0.038288159155726476 0.03663308701410273 -14.124088718181977 -14.124088718181977 37.15046601844816 37.15046601844816 58503.516979199834 58503.516979199834 14.834715679963741 15.107387152487489 14.834715679963741 122.76077510389496 0.8135946575793537 26.263643422603412 230.5418113 -3.78928977 0.3605170295112393 19.859412229251863 22.478595765447615 21.359045282793044 0.5700000000000001 """""" """""" """""" """""" 7 False True all False False 0 0.4770197126422456 4.170184609446576 230.53718636 -3.78419685 0.0019385850202696675 17.481878318953513 18.761533594083787 17.852894813919068 0.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.0 0.0 0.0 0.0 8.532612847512512 8.435284320036258 True 0.0 Inputed """""" """""" """""" """""" """"""
-0.16998675468931596 0.2442125647136132 -8.209535861748204 18.384560758770693 5541.748312256565 67.35346575383474 44 28 28 37.93730330001563 83 True True 2021sdv 339.9191958333333 -1.4100444444444444 SNIa 0.05747 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 339.9191958333333 -1.4100444444444444 TNS 2021sdv ZTF21abjrwhq 2021sdv SNIa 0.05747 0.10205644489479937 1.2886801837679727 0.3369771273875841 0.6098465451553423 1.2886801837679727 2.184696069521358 12.119635306992887 12.119635306992887 25.81766799302274 25.81766799302274 59412.4358333 59400.399756900035 18.036373159583686 18.052125037101174 18.036373159583686 1.607007049285057 3.1282426440592657 13.740152334846794 339.916758960634 -1.40710633157433 0.002406783232155152 14.447660956165791 15.815464620687962 14.845750988640784 0.85 """""" """""" """""" """""" 6 True True all False False 0 2.206421174196589 0.24417122938992075 339.91922692851 -1.4101047267175248 0.001444855230110953 17.008950257625578 18.301855347285272 17.05104227014065 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.036076399963349 13.740152334846794 3.1282426440592657 0.9697136320471778 4.392291103421989 -2.236660416413212 -3.190622170942902 False 0.05747 Inputed -19.02431027447567 -19.008558396958183 """""" """""" """"""
-0.17253038442921126 0.245310784433804 -5.879266595113453 18.86476751223308 5719.03979797013 127.9853296283953 39 30 30 45.73148139985278 104 True True 2019xcj 112.97749999999998 35.61943611111111 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 112.97749999999998 35.61943611111111 TNS 2019xcj ZTF19adafqoe 2019xcj SNIa 0.09 -0.04660877947151221 0.43633056187533015 0.05980783039031934 0.17538610695795143 0.43633056187533015 0.7411960630120191 12.099213347459449 12.099213347459449 33.632268052393336 33.632268052393336 58846.24644679995 58836.4127894002 18.400067281619382 18.400067281619382 18.53634491917392 1.2581943512835672 1.7141092602847032 1.7781593807465104 112.9777674 35.61899258 0.002871218479919224 18.26866836718321 18.71070532193184 18.72465371313095 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.7141092602847032 1.7781593807465104 112.9777674 35.61899258 0.002871218479919224 18.26866836718321 18.71070532193184 18.72465371313095 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.833657399751246 1.7781593807465104 1.7141092602847032 -0.013948391199111398 1.0373664164507044 0.31063804031245823 0.18830879395703093 False 0.09 Inputed -19.514039726005315 -19.650317363559854 """""" """""" """"""
-0.06273055808125337 0.3967268501223365 -27.380743734605485 18.778648997504913 7307.259821149792 90.37011387906988 35 21 21 46.92206020001322 28 True True 2020ikq 204.02089999999995 28.98336388888889 SNIIb 0.037 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 204.02089999999995 28.98336388888889 TNS 2020ikq ZTF20aaxhzhc 2020ikq SNIIb 0.037 -0.030864974691780844 0.7115357590070701 0.1244780165058188 0.2988432527918583 0.7115357590070701 1.2228425453181373 -9.644556430685281 -9.644556430685281 56.566616630698505 56.566616630698505 58971.295578700025 58968.29714119993 18.327347012000644 18.327347012000644 18.53507098408839 3.30212060989609 3.2470393437998513 3.2113436836078075 204.0208966605395 28.98425592401785 0.006446286509795729 17.67954915232003 18.46057679494679 17.8417451815933 0.9099999999999999 """""" """""" """""" """""" 2 False True all False False 0 0.7 1.3385432745877108 204.0204799875465 28.983306810665248 0.012576337270406412 22.035307226514817 21.48846756434083 21.715390973759295 0.049999999999999996 False False 0.3 0.7 1.5 0.02 8 3 2.9984375000931323 3.2113436836078075 3.2470393437998513 0.618831613353489 0.9890067053667817 0.1332297829461453 -0.6933258024950888 False 0.037 Inputed -17.558862215162726 -17.76658618725047 """""" """""" """"""
-0.2166553499905965 0.17995719166472357 -6.582121393579109 18.35858679512432 5294.270873554597 99.06064508296862 42 31 31 54.83789349999279 43 True True 2021dfs 183.23232916666663 62.82726944444445 SNIa 0.051344 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 183.23232916666663 62.82726944444445 TNS 2021dfs ZTF21aalimtr 2021dfs SNIa 0.051344 0.08784576225124141 0.8110070004705747 0.24208319679661372 0.41309996201615107 0.8110070004705747 1.2940623294293054 11.365765427506695 11.365765427506695 43.47212807248609 43.47212807248609 59272.397060200106 59262.3651389 17.818771807545946 17.818771807545946 17.8835144275137 2.475403872164114 1.6199462048353597 0.40819053108065945 183.232571386397 62.8272445321076 0.00048776692795227117 16.37574958247125 17.344505306082965 16.720832101572753 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.6199462048353597 0.40819053108065945 183.232571386397 62.8272445321076 0.00048776692795227117 16.37574958247125 17.344505306082965 16.720832101572753 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 10.03192130010575 0.40819053108065945 1.6199462048353597 0.6236732045102116 0.25197783103059596 -0.47426650146298144 -1.1626823259409456 False 0.051344 Inputed -18.9293095884588 -18.994052208426552 """""" """""" """"""
-0.1639119225971524 0.21061666723012312 -7.814768238392071 18.4695313686944 5492.245758838528 97.1225481042535 46 34 34 60.82277779979631 45 True True 2019obt 5.1442204166666 5.7550457777777 SNIa 0.056 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 5.1442204166666 5.7550457777777 TNS 2019obt ZTF19abqviuy 2019obt SNIa 0.056 0.055352100164874685 0.7794623408113779 0.20916223341594176 0.3801542096673636 0.7794623408113779 1.266330410750168 11.760464608254907 11.760464608254907 49.062313191541406 49.062313191541406 58726.451180600096 58716.37931710016 18.01386110747348 18.01386110747348 18.112922696509198 2.231220644482577 1.729125619033556 5.325582789992491 5.145436330260575 5.7541944077083205 0.0014078878406119655 16.02096613315046 17.256022651450635 16.447886593270304 0.97 """""" """""" """""" """""" 1 False True all False False 0 1.0351910454677793 4.658825336242905 5.1446290081908845 5.756274384221955 0.00836581216266985 18.948744208108188 21.021749911117553 19.936331303139927 0.9333333333333333 False False 0.3 0.7 1.5 0.02 8 3 10.071863499935716 5.325582789992491 1.729125619033556 0.808136058180331 3.079928220003512 -0.7578384560228457 -1.6650361032388936 False 0.056 Inputed -18.890754868281405 -18.989816457317122 """""" """""" """"""
-0.17322608000711265 0.19707997451502357 -8.442199705413824 17.099948886722515 5718.869635555493 109.75166153709966 174 164 164 70.8712846999988 49 True True 2019xau 163.48250416666664 79.15370555555556 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 163.48250416666664 79.15370555555556 TNS 2019xau ZTF19acytcoi 2019xau SNIa 0.04 -0.005430245514219223 0.5923207569047335 0.12372316405422268 0.26576647483798155 0.5923207569047335 0.982622497624952 14.016172972394115 14.016172972394115 56.85511172760468 56.85511172760468 58846.51442130003 58833.43192130001 16.466776163123285 16.466776163123285 16.65495954881341 7.508934547989593 1.9743300507489852 0.19985994386076844 163.48270185809503 79.15366434620151 0.00031914275930244873 15.314010267755986 16.34631878314972 15.629104213910104 0.93 """""" """""" """""" """""" 0 False True all False False 0 1.9743300507489852 0.19985994386076844 163.48270185809503 79.15366434620151 0.00031914275930244873 15.314010267755986 16.34631878314972 15.629104213910104 0.93 False False 0.3 0.7 1.5 0.02 8 3 13.082500000018626 0.19985994386076844 1.9743300507489852 0.7172145692396157 0.10122924674369882 -0.12045737997356554 -1.025855334903305 False 0.04 Inputed -19.60984533866801 -19.798028724358133 """""" """""" """"""
-0.1889148705471031 0.24013973583533094 -8.309122869758127 18.65853574103339 4867.944016172821 151.95454380022284 58 26 26 47.831458299886435 35 True True 2020uye 24.33045 4.801947222222222 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 24.33045 4.801947222222222 TNS 2020uye ZTF20acfvsze 2020uye SNIa 0.06 0.19649066854086072 0.6674073170436969 0.302832835957485 0.41650894842750574 0.6674073170436969 0.9525259288397478 13.11565523431522 13.11565523431522 34.715803065571215 34.715803065571215 59134.3303704001 59120.45679400023 18.261519817249706 18.3570425447379 18.261519817249706 1.9063992337005926 3.1596427627843533 2.8558954470971956 24.33123837723315 4.80205744318886 0.0020099507509828696 16.258035321860312 16.97308105576277 16.548167362331153 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.1596427627843533 2.8558954470971956 24.33123837723315 4.80205744318886 0.0020099507509828696 16.258035321860312 16.97308105576277 16.548167362331153 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 13.873576399870217 2.8558954470971956 3.1596427627843533 0.4249136934316162 0.903866563883479 -1.3839614889751317 -1.713352454918553 False 0.06 Inputed -18.893981163948094 -18.7984584364599 """""" """""" """"""
-0.11190554078366109 0.4641894620219805 -1.4280304254940972 18.810195358852944 5813.175362171017 83.0239712393417 73 42 42 30.103402799926698 36 True True 2020bzd 248.50609583333326 62.82371388888889 SNIa 0.11 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 248.50609583333326 62.82371388888889 TNS 2020bzd ZTF20aamdyal 2020bzd SNIa 0.11 -0.10403069371230345 0.6747655246535444 0.05591056615681822 0.23758353243789543 0.6747655246535444 1.2272084810143582 15.555201453957665 15.555201453957665 14.548201345969034 14.548201345969034 58894.549618099816 58884.42451390019 18.575764325953156 18.575764325953156 18.68945255224165 0.5006279098997642 0.850287039716688 3.4866102162738803 248.508215706342 62.8237377555541 0.011523064886897028 20.09142924043417 21.40107571206331 20.448964947993158 0.9649999999999999 """""" """""" """""" """""" 0 False True all False False 0 0.850287039716688 3.4866102162738803 248.508215706342 62.8237377555541 0.011523064886897028 20.09142924043417 21.40107571206331 20.448964947993158 0.9649999999999999 False False 0.3 0.7 1.5 0.02 8 3 10.125104199629277 3.4866102162738803 0.850287039716688 0.9521107640701523 4.100509655463647 2.8253113861101546 1.759512395751507 False 0.11 Inputed -19.805707230188037 -19.919395456476533 """""" """""" """"""
-0.10924926234714152 0.474798465110223 -4.271813839971 19.153941616448687 4902.683368973266 107.64841335805949 46 25 25 38.97221060004085 36 True True 2021ouy 205.01787499999998 47.439988888888884 SNIa 0.13 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 205.01787499999998 47.439988888888884 TNS 2021ouy ZTF21abedvkp 2021ouy SNIa 0.13 0.1623457698536619 0.8501196803757445 0.311167623164895 0.4746619850511138 0.8501196803757445 1.298691992308882 14.520383682716076 14.520383682716076 24.451826917324777 24.451826917324777 59382.20230320003 59370.228136599995 18.920519977218426 19.06419861483043 18.920519977218426 0.7103904366417995 1.1841844650362066 3.1761103170206395 205.0165813199605 47.4401018207505 0.007417182084785923 19.453399577280283 19.743619232332705 19.497760038110613 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.1841844650362066 3.1761103170206395 205.0165813199605 47.4401018207505 0.007417182084785923 19.453399577280283 19.743619232332705 19.497760038110613 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 11.97416660003364 3.1761103170206395 1.1841844650362066 0.24585919422209201 2.6821077381077867 0.6794206175022737 0.577240060892187 False 0.13 Inputed -19.94596327860397 -19.802284640991964 """""" """""" """"""
-0.1608450046047229 0.17583885630452556 -6.8012365774880035 18.94323295424576 6104.585130261283 68.94300952690199 46 36 36 50.9476272999309 30 True True 2020lwl 209.5620458333333 23.611441666666668 SNIa 0.068 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 209.5620458333333 23.611441666666668 TNS 2020lwl ZTF20abefbnz 2020lwl SNIa 0.068 -0.06285364374447511 0.9593008956626825 0.13925671152089691 0.37431227321826555 0.9593008956626825 1.7302028148463258 15.943740944256703 15.943740944256703 35.0038863556742 35.0038863556742 59012.198356499895 59000.25997690018 18.3418073526417 18.3418073526417 18.46013242590918 1.1539403305212346 0.7384023663090177 0.13963300637764717 209.5620051680125 23.61145243932735 0.0009312942713146644 19.304113845888377 20.031356064352988 19.53250752293706 0.9 """""" """""" """""" """""" 0 False True all False False 0 0.7384023663090177 0.13963300637764717 209.5620051680125 23.61145243932735 0.0009312942713146644 19.304113845888377 20.031356064352988 19.53250752293706 0.9 False False 0.3 0.7 1.5 0.02 8 3 11.938379599712789 0.13963300637764717 0.7384023663090177 0.4988485414159278 0.18910151531016553 1.6895487117112893 1.07237509702788 False 0.068 Inputed -18.97111157605987 -19.08943664932735 """""" """""" """"""
-0.012217392258486708 0.4488308779796189 -21.465930251574726 18.561536978019955 4193.044441044482 247.701836927575 79 40 40 74.91969909984618 40 True False 2019ssl 350.07197124999 35.493166083333 SNII 0.027 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 350.07197124999 35.493166083333 TNS 2019ssl ZTF19acewuwn 2019ssl SNII 0.027 0.5072720601498162 0.8352370072383657 0.5844929266772496 0.6648264518720097 0.8352370072383657 1.01935673672385 104.99327192377456 104.99327192377456 -30.07357282392838 -30.07357282392838 58835.090462999884 58774.20246529998 18.3980784791004 18.677083306512564 18.3980784791004 0.9592954880590844 4.029299268355843 12.15428598008646 350.07611593 35.49327186 0.008069698526123159 16.134829727864265 23.64 16.071276633358 1.0 """""" """""" """""" """""" 5 False True all False False 0 0.7 5.9776454737295275 350.07395501 35.49278085 0.05455368992446241 20.958413623094557 20.65572975177765 20.63512336678505 0.5 False False 0.3 0.7 1.5 0.02 8 3 60.88799769990146 12.15428598008646 4.029299268355843 7.568723366642001 3.016476357450118 4.962916693487436 -2.3268018457423985 False 0.027 Inputed -17.006311650087795 -16.72730682267563 """""" """""" """"""
-0.1633027804328518 0.32914345349893337 -8.63477193804703 18.346334039319697 5577.206453587135 198.24399059930224 36 22 22 39.81043990002945 99 True False 2021caf 122.12954999999997 -17.249825 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 122.12954999999997 -17.249825 TNS 2021caf ZTF21aahargb 2021caf SNIa 0.07 -0.01656078485386203 0.28426107181346794 0.05278747402623907 0.1259391229145983 0.28426107181346794 0.4596768421816435 10.029784594201978 10.029784594201978 29.780655305827473 29.780655305827473 59263.25230319984 59251.39266199991 17.894947972531387 17.894947972531387 18.162627898610594 0.8048435191224892 2.3110211404396535 0.17087230103018478 122.12950044 -17.24982144 0.001070144836186282 16.493920674848557 17.49947842731476 16.836085112953185 0.99 """""" """""" """""" """""" 0 False True all False False 0 2.3110211404396535 0.17087230103018478 122.12950044 -17.24982144 0.001070144836186282 16.493920674848557 17.49947842731476 16.836085112953185 0.99 False False 0.3 0.7 1.5 0.02 8 3 11.859641199931502 0.17087230103018478 2.3110211404396535 0.6633933143615742 0.07393800863183696 -0.3954695452166277 -1.3265427856574092 False 0.07 Inputed -19.3325380529802 -19.60021797905941 """""" """""" """"""
-0.12332000629750609 0.36642680671774064 -6.039250466241329 18.770481506509203 6036.327682068545 151.8864579346374 46 26 26 39.00145829981193 77 True True 2021owq 313.9852916666667 10.436980555555555 SNIa 0.089 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 313.9852916666667 10.436980555555555 TNS 2021owq ZTF21abcrhbt 2021owq SNIa 0.089 -0.12265774068247737 0.24942383627231735 -0.03918500028904148 0.050434246907492764 0.24942383627231735 0.4770727374239421 11.089154961166368 11.089154961166368 27.91230333864556 27.91230333864556 59371.408321800176 59362.4209838002 18.333027903648432 18.333027903648432 18.48310538900219 0.8031497445185173 1.9486877177151536 3.235826893238807 313.98565784575396 10.43780410173715 0.00391168903836836 17.962231360402107 19.05067635912895 18.291885622081757 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.9486877177151536 3.235826893238807 313.98565784575396 10.43780410173715 0.00391168903836836 17.962231360402107 19.05067635912895 18.291885622081757 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.987337999977171 3.235826893238807 1.9486877177151536 0.7587907370471925 1.6605158763112802 0.7176484554805178 -0.1912197669204332 False 0.089 Inputed -19.542553289404793 -19.692630774758552 """""" """""" """"""
-0.004515359668094193 0.24137941381217173 -3.086180611599218 18.227872008300242 4417.4327046353455 298.5701327181042 74 38 38 72.86469910014421 51 True True 2019amt 169.46775 30.156539 SNII 0.02981 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 169.46775 30.156539 TNS 2019amt ZTF19aailepg 2019amt SNII 0.02981 0.2811882382746802 0.5176437101081781 0.3373574803708266 0.3954560365463884 0.5176437101081781 0.6481724834700273 335.577636744216 335.577636744216 -262.7129376440718 -262.7129376440718 58538.339513900224 58514.464629599825 17.995660318814235 18.193083904644464 17.995660318814235 2.34767256554524 1.59623799460158 2.690238982666424 169.467885227296 30.1572770846039 0.0010403819040646356 16.726420894914867 17.120826005949972 16.879790370557906 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.59623799460158 2.690238982666424 169.467885227296 30.1572770846039 0.0010403819040646356 16.726420894914867 17.120826005949972 16.879790370557906 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 23.87488430039957 2.690238982666424 1.59623799460158 0.24103563539206618 1.6853620774375229 -1.0722578986944917 -1.1158699482563286 False 0.02981 Inputed -17.625238504310968 -17.42781491848074 """""" """""" """"""
-0.15064187211262356 0.2778794911503305 -6.12028451365046 19.109581726261585 5631.380308461786 91.35431278348135 39 18 18 40.036793999839574 35 True True 2020ksb 184.22370833333332 54.166275 SNIa 0.093 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 184.22370833333332 54.166275 TNS 2020ksb ZTF20abatdly 2020ksb SNIa 0.093 0.0020040249400317123 0.7529132242424019 0.15960630558987177 0.3361596264628304 0.7529132242424019 1.267688504673579 11.434682452319056 11.434682452319056 28.60211154752052 28.60211154752052 59000.238495400175 58991.18427080009 18.669329633959805 18.669329633959805 18.789306228691864 1.4688949366839175 1.9095131057206858 4.571097565667388 184.2217683385685 54.1668427798068 0.005129988471421876 17.893424789992572 19.07279941228807 18.315456881206632 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.9095131057206858 4.571097565667388 184.2217683385685 54.1668427798068 0.005129988471421876 17.893424789992572 19.07279941228807 18.315456881206632 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.054224600084126 4.571097565667388 1.9095131057206858 0.7573425310814379 2.393855036644103 0.40346977832826525 -0.4738493474852312 False 0.093 Inputed -19.333663899216738 -19.453640493948797 """""" """""" """"""
-0.12254470078481236 0.29713557706428956 -6.935586931393954 18.188779719217397 5135.239209974741 158.02972349149798 25 13 13 57.934768500272185 59 True True 2019ano 132.33606083333 11.199085805555 SNIa 0.068 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 132.33606083333 11.199085805555 TNS 2019ano ZTF19aafmhcl 2019ano SNIa 0.068 0.0994007032431874 0.5216609964958039 0.19497735458763543 0.29699705516521746 0.5216609964958039 0.7761697461348689 19.900823296452856 19.900823296452856 38.03394520381933 38.03394520381933 58526.20993060013 58509.2765740999 17.844257213706722 18.07824787183031 17.844257213706722 2.2088592386281247 1.8867454123905283 4.854997582215581 132.335281132685 11.1979750641081 0.00708497475782055 18.23591435095191 18.76288689838648 18.45180146576643 0.9899999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.8867454123905283 4.854997582215581 132.335281132685 11.1979750641081 0.00708497475782055 18.23591435095191 18.76288689838648 18.45180146576643 0.9899999999999999 False False 0.3 0.7 1.5 0.02 8 3 16.93335650023073 4.854997582215581 1.8867454123905283 0.3110854326200503 2.5732128724586336 0.6846390265561695 0.6075442520597072 False 0.068 Inputed -19.586986788262326 -19.352996130138738 """""" """""" """"""
-0.15449859628714502 0.2993171673045514 -6.639208159990676 18.793438518478357 5777.564917910766 132.71324421040373 16 13 13 47.04899310041219 76 True True 2018lbi 213.17445791666 18.726011 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 213.17445791666 18.726011 TNS 2018lbi ZTF18adbadqp 2018lbi SNIa 0.08 -0.05453648492137475 0.40550795002710416 0.04726910598677847 0.15753666809034428 0.40550795002710416 0.6937825442710732 13.181290499255613 13.181290499255613 33.86770260115658 33.86770260115658 58487.505590300076 58475.49261569977 18.32710848932106 18.32710848932106 18.813739565768998 1.4407176724503572 0.9416949313202255 0.7633631413458444 213.174681798809 18.7260085244451 0.006294730173313723 20.993908649266363 21.41995151924491 21.071829723005294 0.8550000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.9416949313202255 0.7633631413458444 213.174681798809 18.7260085244451 0.006294730173313723 20.993908649266363 21.41995151924491 21.071829723005294 0.8550000000000001 False False 0.3 0.7 1.5 0.02 8 3 12.012974600307643 0.7633631413458444 0.9416949313202255 0.34812179623961725 0.8106267921349372 3.092843029923852 2.258090157236296 False 0.08 Inputed -18.97619445630238 -19.46282553275032 """""" """""" """"""
-0.19205412025079321 0.20253119519052437 -3.6064754472103164 18.085541914581384 5163.446444446741 168.64845856831155 44 27 27 65.91443290002644 56 True False 2019vmn 39.0056125 10.451313888888889 SNIa 0.056436 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 39.0056125 10.451313888888889 TNS 2019vmn ZTF19aculypc 2019vmn SNIa 0.056436 0.05911282750087565 0.4404647120165386 0.14591107540317694 0.23822959105304164 0.4404647120165386 0.6680237542794814 12.757831470749117 12.757831470749117 53.15660142927732 53.15660142927732 58819.25540510006 58811.20574070001 17.564045907545008 17.71517445134938 17.564045907545008 2.99459424445624 8.657938549581958 44.680652592636854 38.9995182 10.44044556 0.009450078821657604 13.21231999745369 14.559642481184007 13.657057151508331 1.0 """""" """""" """""" """""" 38 False True all False False 0 0.7 4.266254932317681 39.00583766 10.45247809 0.25898973184454177 23.987318262529374 23.64 23.445719338178634 0.75 False False 0.3 0.7 1.5 0.02 8 3 8.04966440005228 44.680652592636854 8.657938549581958 0.9025853296756754 5.160657162991094 -3.1555319701653737 -3.906988756036677 False 0.056436 Inputed -19.45669241853158 -19.30556387472721 """""" """""" """"""
-0.1823338768278985 0.39122673895642107 -11.716270790873574 18.8310390913529 4866.499592004582 184.6381984034085 26 11 11 22.999849500134587 45 True True 2020adij 184.01394166666665 45.34377777777778 SNIa 0.071378 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 184.01394166666665 45.34377777777778 TNS 2020adij ZTF20acyybwo 2020adij SNIa 0.071378 0.21072544145767225 0.5925388463357351 0.2985301234870583 0.39129196019088397 0.5925388463357351 0.8162808007099471 8.42562368293149 8.42562368293149 14.574225817203097 14.574225817203097 59215.46921300003 59200.47429399984 18.730969914160923 18.90087072220082 18.730969914160923 0.9322732184234891 2.759233863243021 3.870606249686232 184.015141878836 45.34444439893995 0.0006869764279275881 14.919028859413267 16.098635187810657 15.315694532363414 0.97 """""" """""" """""" """""" 0 False True all False False 0 2.759233863243021 3.870606249686232 184.015141878836 45.34444439893995 0.0006869764279275881 14.919028859413267 16.098635187810657 15.315694532363414 0.97 False False 0.3 0.7 1.5 0.02 8 3 14.994919000193477 3.870606249686232 2.759233863243021 0.7829406554472431 1.4027829613315115 -2.8022355343901637 -3.4152753817975086 False 0.071378 Inputed -18.807197535197222 -18.637296727157324 """""" """""" """"""
-0.046914514145668704 0.43555563680539 -13.571623933068533 19.085777477224205 5875.5536864415635 222.2768251910029 22 18 18 52.00599530013278 53 True True 2019ctt 150.17618708333 12.039816611111 SNIIn 0.046 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 150.17618708333 12.039816611111 TNS 2019ctt ZTF19aanfqug 2019ctt SNIIn 0.046 -0.06201991634474524 0.19368600596493124 -0.002597202013536304 0.059757909842780066 0.19368600596493124 0.3406351780739243 39.11876454649638 39.11876454649638 12.887230753636402 12.887230753636402 58591.18579859985 58556.21130790003 18.801282802065018 18.801282802065018 18.900088039336804 0.9803647892545514 0.7151580545061311 0.42557199204572044 150.17611330639699 12.03991025110675 0.014757148400649456 22.933644784870147 22.150710014240744 22.488180866206882 0.5833333333333334 """""" """""" """""" """""" 0 False True all False False 0 0.7151580545061311 0.42557199204572044 150.17611330639699 12.03991025110675 0.014757148400649456 22.933644784870147 22.150710014240744 22.488180866206882 0.5833333333333334 False False 0.3 0.7 1.5 0.02 8 3 34.974490699823946 0.42557199204572044 0.7151580545061311 -0.33747085196613824 0.595074039038278 3.3494272121757263 3.588092826870078 False 0.046 Inputed -17.67133170373233 -17.770136941004118 """""" """""" """"""
-0.12381081005421456 0.2391419091221408 -4.332540088098332 18.346335210678987 4892.701743608692 229.8917874000432 22 9 9 10.94011570001021 36 True False 2021ccy 67.4393625 -5.996752777777778 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 67.4393625 -5.996752777777778 TNS 2021ccy ZTF19aakppnj 2021ccy SNIa 0.07 0.13392282628313978 0.4191311832610438 0.20054193518915397 0.2702135926441045 0.4191311832610438 0.5815478354771351 18.16309439588352 18.16309439588352 -7.222978695873307 -7.222978695873307 59263.148842600174 59252.208726900164 18.233441150301694 18.233441150301694 18.309934684991997 3.2089881504621482 1.7167791990283314 0.9335664398828916 67.43962196 -5.99677855 0.0005598064634207978 16.33113854033947 17.307114483523367 16.68039124355316 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.7167791990283314 0.9335664398828916 67.43962196 -5.99677855 0.0005598064634207978 16.33113854033947 17.307114483523367 16.68039124355316 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 10.94011570001021 0.9335664398828916 1.7167791990283314 0.6267232399702074 0.5437894636720172 -0.9263266667783263 -1.6295434414388374 False 0.07 Inputed -19.185231266598798 -19.261724801289102 """""" """""" """"""
-0.15814310847184293 0.42585658540576665 -3.8352121353697277 15.497929271920466 5465.239663309394 179.7974648382559 31 7 7 14.047291700262576 109 True True 2020acol 335.99279583333333 -4.072202777777777 SNIa 0.0163 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 335.99279583333333 -4.072202777777777 TNS 2020acol ZTF20acxkxxr 2020acol SNIa 0.0163 -0.019161282476973795 0.31553908884867 0.05735565109671015 0.13850811050000544 0.31553908884867 0.5136546436032958 15.610055180899556 15.610055180899556 -1.56276348063698 -1.56276348063698 59211.141851900145 59197.09456019988 15.327872902032732 15.705117049136428 15.327872902032732 1.5021718333098275 5.228344411640046 11.180346231159334 335.995689823812 -4.07334826414499 0.0007469525855132719 12.870254584066867 13.706952239935397 13.162752622160912 0.96 """""" """""" """""" """""" 1 False True all False False 0 0.8674698764838606 5.976439316893965 335.99364741 -4.07362913 0.02819679658871521 20.036218949222565 18.385465592813492 18.157715114784242 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.047291700262576 11.180346231159334 5.228344411640046 0.5441996177744848 2.1384104318506902 -1.9981648092010307 -2.16512027987182 False 0.0163 Inputed -18.97476060528991 -18.597516458186213 """""" """""" """"""
-0.1670045395050466 0.4744761345582419 -8.688441838951173 18.120324886842802 5429.00468904616 174.84642605670513 23 13 13 32.87462959997356 45 True False 2020uyr 338.39187499999997 -20.766980555555556 SNIa 0.067767 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 338.39187499999997 -20.766980555555556 TNS 2020uyr ZTF20achatyv 2020uyr SNIa 0.067767 0.028478449552835627 0.38656081210712046 0.1102073129661747 0.19697836025308746 0.38656081210712046 0.5991587961658347 11.73209129036138 11.73209129036138 21.142538309612178 21.142538309612178 59128.29173609987 59112.335416700225 18.055679560097346 18.055679560097346 18.290652328749307 0.6539175772857986 2.3421279965097295 3.9901899261240645 338.39205055 -20.76807672 0.0009667826284125436 15.608768527805806 16.346550681638718 15.960425120186805 0.99 """""" """""" """""" """""" 0 False True all False False 0 2.3421279965097295 3.9901899261240645 338.39205055 -20.76807672 0.0009667826284125436 15.608768527805806 16.346550681638718 15.960425120186805 0.99 False False 0.3 0.7 1.5 0.02 8 3 15.95631939964369 3.9901899261240645 2.3421279965097295 0.38612556145191235 1.7036600613076225 -1.7091288784586283 -2.3302272085625013 False 0.067767 Inputed -19.13302434987445 -19.36799711852641 """""" """""" """"""
-0.31663713894028633 0.6260842913778815 -0.8611690738539951 16.512711289888667 6843.280986236132 205.08392461005013 17 10 10 10.03259259974584 94 True False 2016hvm 88.400607499999 12.547134999999 Varstar 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 88.400607499999 12.547134999999 TNS 2016hvm ZTF18aaaeetk 2016hvm Varstar 0.0 -0.3028750092469643 -0.08028874083764492 -0.2517198091158619 -0.19765275086324863 -0.08028874083764492 0.050225478906025245 0.890923034299617 0.890923034299617 9.141669565446223 9.141669565446223 58853.446955999825 58853.173750000075 16.175667167870586 16.175667167870586 16.528835615409548 3.622778364352024 4.5203215363515135 6.892920814667664 88.40249808 12.54764537 0.0015601148815118648 14.623210955810547 15.782323474311827 14.965750776958465 0.9099999999999999 """""" """""" """""" """""" 0 False True all False False 0 4.5203215363515135 6.892920814667664 88.40249808 12.54764537 0.0015601148815118648 14.623210955810547 15.782323474311827 14.965750776958465 0.9099999999999999 False False 0.3 0.7 1.5 0.02 8 3 0.27320599975064397 6.892920814667664 4.5203215363515135 0.8165726973533616 1.5248740071333833 -0.39334369355875864 -1.5630848384510827 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.04705260466826541 0.4313414596433981 -32.51474581129428 18.75721759771569 6015.171187015869 255.24240603072707 33 21 21 74.79901620000601 46 True True 2019lsh 343.24383624999 0.4473798333333 SNII 0.052117 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 343.24383624999 0.4473798333333 TNS 2019lsh ZTF19abguqsi 2019lsh SNII 0.052117 -0.005493500947373775 0.22456192573781664 0.04851623854278131 0.10481489330231852 0.22456192573781664 0.35433215307482513 -6.664580483972511 -6.664580483972511 81.46359668397852 81.46359668397852 58690.45427080011 58682.474641200155 18.426964770310796 18.426964770310796 18.570056144171474 3.6586626184263893 3.6898890360766576 15.466606045040024 343.24737229558355 0.44982015405265396 0.0038666523653162477 14.739048175618649 15.85403279083252 15.133617343001365 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 10.508814361515741 343.2464262540645 0.44603316351052746 0.13987830367315224 20.820883927793503 21.946927703905107 21.419309224529265 0.06999999999999999 False False 0.3 0.7 1.5 0.02 8 3 7.979629599954933 15.466606045040024 3.6898890360766576 0.7204154478311544 4.191618201474475 -2.572931979478277 -3.436438801170109 False 0.052117 Inputed -18.275610448655097 -18.418701822515775 """""" """""" """"""
-0.1657711395092793 0.2361928290376765 -5.231364055472751 18.784885574978816 5694.022807489919 100.97050337231333 58 39 39 59.89104159967974 38 True True 2021kax 194.96069999999997 22.723291666666665 SNIa 0.072 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 194.96069999999997 22.723291666666665 TNS 2021kax ZTF21aavozbk 2021kax SNIa 0.072 -0.03314094911601018 0.6138629373101026 0.1047750823213569 0.25777175463001356 0.6138629373101026 1.0459508017263595 15.459873675392814 15.459873675392814 44.431167924286925 44.431167924286925 59329.319004599936 59317.33318290021 18.266098595388506 18.266098595388506 18.271204432047952 1.0155714621759364 2.807487669391203 1.448858542286276 194.960728277522 22.7236932813044 0.00396144958260114 17.62304730079174 18.181887086598874 17.900034221220018 0.985 """""" """""" """""" """""" 0 False True all False False 0 2.807487669391203 1.448858542286276 194.960728277522 22.7236932813044 0.00396144958260114 17.62304730079174 18.181887086598874 17.900034221220018 0.985 False False 0.3 0.7 1.5 0.02 8 3 11.985821699723601 1.448858542286276 2.807487669391203 0.28185286537885545 0.5160694232364902 -0.08421150878963246 -0.371170210827934 False 0.072 Inputed -19.286105207400308 -19.291211044059754 """""" """""" """"""
-0.1665256247144536 0.20624907749129717 -8.1044289249313 18.972502841708383 5993.191559311104 92.16732549418995 37 21 21 55.86937499977648 116 True False 2020jxr 295.1953958333333 48.60556666666667 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 295.1953958333333 48.60556666666667 TNS 2020jxr ZTF20aazpapu 2020jxr SNIa 0.09 -0.052896868424980426 0.6594059939908163 0.09654641697101951 0.26401176267954796 0.6594059939908163 1.147704452399715 12.402654940069166 12.402654940069166 43.46672005970731 43.46672005970731 58994.42009259993 58983.393055600114 18.399238309915365 18.399238309915365 18.550501206222133 1.6875588704372753 2.248886429050815 5.058350313227772 295.19375948 48.60467028 0.006423735507861461 17.853759539031984 18.585581566238403 18.222288580417633 1.0 """""" """""" """""" """""" 1 False True all False False 0 1.0505492859993593 4.341147805603748 295.19630527 48.6066119 0.03145742956212416 20.853369949865343 24.14435069746971 21.369800047540664 0.95 False False 0.3 0.7 1.5 0.02 8 3 11.027036999817938 5.058350313227772 2.248886429050815 0.3632929858207703 2.2492689038826845 0.18634325632303828 -0.3282126258045004 False 0.09 Inputed -19.499883438957102 -19.65114633526387 """""" """""" """"""
-0.17291606955451772 0.22592871661677225 -12.33625058334764 18.710618503317786 4881.710973677846 185.78732889687723 59 37 37 73.91237269993871 64 True True 2021eno 224.8264583333333 59.9003 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 224.8264583333333 59.9003 TNS 2021eno ZTF21aanuyro 2021eno SNIa 0.07 0.21044749228297022 0.5895710073762999 0.29767835789759545 0.38980332061714407 0.5895710073762999 0.8115297568020345 12.182286666077133 12.182286666077133 61.73008603386158 61.73008603386158 59291.30914349994 59275.3932523001 18.243570728229415 18.243570728229415 18.375432973073877 2.4545824532015024 1.1174258565677457 0.38438436363324757 224.8263672827945 59.900396516924005 0.001746516957494837 19.015071329807938 19.56016310649514 19.27877621751845 0.9549999999999998 """""" """""" """""" """""" 0 False True all False False 0 1.1174258565677457 0.38438436363324757 224.8263672827945 59.900396516924005 0.001746516957494837 19.015071329807938 19.56016310649514 19.27877621751845 0.9549999999999998 False False 0.3 0.7 1.5 0.02 8 3 15.91589119983837 0.38438436363324757 1.1174258565677457 0.28138688897669084 0.34399093360333716 1.3165923782657245 0.9033432444445708 False 0.07 Inputed -19.119732978516918 -19.25159522336138 """""" """""" """"""
-0.24443918908571183 0.12857236849091064 -14.109712540103754 18.641481091242184 4400.350134616045 221.22955646055874 22 10 10 60.93701390037313 51 True True 2020cqc 137.1173208333333 1.879125 SNIa 0.03909 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 137.1173208333333 1.879125 TNS 2020cqc ZTF20aanrdek 2020cqc SNIa 0.03909 0.3784822013102236 0.7243567441398326 0.4592579137196644 0.543739656885478 0.7243567441398326 0.9214659184037259 12.234592378861674 12.234592378861674 48.702421521511454 48.702421521511454 58912.207013899926 58894.25442129979 18.102365181754895 18.378225191200322 18.102365181754895 2.8460892151365766 1.5471611125577696 0.9183940523499684 137.117574652361 1.8791519445802152 0.002608799819881158 18.614520284980536 19.100788096603154 18.82031004068613 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.5471611125577696 0.9183940523499684 137.117574652361 1.8791519445802152 0.002608799819881158 18.614520284980536 19.100788096603154 18.82031004068613 1.0 False False 0.3 0.7 1.5 0.02 8 3 17.952592600136995 0.9183940523499684 1.5471611125577696 0.2804780559170226 0.5935994932238684 0.7225629054028317 0.7179448589312365 False 0.03909 Inputed -18.111989967862332 -17.836129958416905 """""" """""" """"""
-0.13825951385348564 0.25582933260470486 -2.2453622477431923 17.564534509250215 5762.546365516082 315.3021800032089 13 10 10 71.96921300003305 90 True False 2019gaf 309.23016333333 2.8068386944444 SNIIb 0.006 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 309.23016333333 2.8068386944444 TNS 2019gaf ZTF19aawethv 2019gaf SNIIb 0.006 -0.10568471765525445 0.06312514911967071 -0.06562306203527868 -0.024158064946025348 0.06312514911967071 0.1564569373011011 10.65273616856079 10.65273616856079 61.316476831472265 61.316476831472265 58637.45993060013 58634.421875 17.19484989667588 17.19484989667588 17.25413164267138 10.91026962536529 10.969320334032728 55.50315624716371 309.24557024 2.80778594 0.0030071022688477056 11.123331848621369 13.207364322566987 12.109268164825439 0.5 """""" """""" """""" """""" 70 False True all False False 0 2.032849215752886 2.959233508129154 309.23016582 2.8076607 0.006085809227299732 18.564624950742722 22.07468505449295 20.209485565662384 0.7625 False False 0.3 0.7 1.5 0.02 8 3 3.038055600132793 55.50315624716371 10.969320334032728 1.0980961577415478 5.0598537153631185 -3.9874855741088933 -5.14486347784594 False 0.006 Inputed -14.87251661650989 -14.931798362505388 """""" """""" """"""
-0.12210185054033121 0.38970366552823965 -14.125614362197886 19.08568449738854 5347.375308478569 168.6740829598711 70 30 30 41.97370370011777 36 True False 2021lea 215.39637916666663 75.34926388888888 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 215.39637916666663 75.34926388888888 TNS 2021lea ZTF21aayrbnn 2021lea SNIa 0.09 0.09849180702673266 0.49056376086807063 0.18779195735344345 0.2827275554551747 0.49056376086807063 0.7242578292046638 13.636153014573845 13.636153014573845 28.337550685543924 28.337550685543924 59358.433576399926 59338.38969910005 18.785912500157863 18.785912500157863 18.893937294502955 0.8569100401878381 0.864995264753262 1.0638286990539558 215.39522592 75.34921652 0.0022157051205240474 19.61876240069866 20.151405694317816 19.769715110981466 1.0 """""" """""" """""" """""" 0 False True all False False 0 0.864995264753262 1.0638286990539558 215.39522592 75.34921652 0.0022157051205240474 19.61876240069866 20.151405694317816 19.769715110981466 1.0 False False 0.3 0.7 1.5 0.02 8 3 20.04387729987502 1.0638286990539558 0.864995264753262 0.38169058333635064 1.2298665003182538 1.3654931941599528 0.8757778164785108 False 0.09 Inputed -19.15644735067628 -19.264472145021372 """""" """""" """"""
-0.155881699928716 0.23759246606944365 -7.149667324559973 18.778150966928163 5359.418444425493 86.66924901962346 39 25 25 47.95417819963768 47 True True 2019iln 239.11333291666 19.1685 SNIa 0.07028 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 239.11333291666 19.1685 TNS 2019iln ZTF19abauzma 2019iln SNIa 0.07028 0.09338926003897541 0.9486051806156937 0.2717218674457129 0.47228675150604715 0.9486051806156937 1.541896607123057 17.041257321933756 17.041257321933756 30.912920877703925 30.912920877703925 58672.18349540001 58657.21237270022 18.377474474657046 18.377474474657046 18.41563246614917 2.137981058720645 1.3130485350603034 6.3338328694122525 239.11519008957652 19.168635078292752 0.0018521757084284385 16.180117764992712 16.40252216402054 15.809728494292498 1.0 """""" """""" """""" """""" 1 False True all False False 0 4.086338400256936 4.457545003192634 239.11404385 19.1695403 0.0023744978329804933 15.702536911273002 23.03387614197731 21.214706840872765 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.971122699789703 6.3338328694122525 1.3130485350603034 0.5927936697280405 4.823761422590037 -1.9749523106365068 -2.605903971856671 False 0.07028 Inputed -19.088338341278174 -19.126496332770298 """""" """""" """"""
-0.01905044903859087 0.3894602513152055 -23.229278484721355 19.889893821972805 6013.338499673302 178.19504677005145 24 18 18 73.8971295999363 51 True True 2019kwq 256.995167 58.701083 SLSN-I 0.5 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 256.995167 58.701083 TNS 2019kwq ZTF19aalbrph 2019kwq SLSN-I 0.5 -0.0010637068847607623 0.34176529175437054 0.0772754015303363 0.16038500181446835 0.34176529175437054 0.5448674559260489 71.09105665012741 71.09105665012741 2.806072949808893 2.806072949808893 58557.37259260006 58512.5520601999 19.391955798365355 19.6566337000644 19.391955798365355 0.5722585097544569 0.7 7.170102945378858 256.99221522 58.702354 0.27791240504703607 22.81507775220871 24.107099099743365 23.223013664793967 0.25 """""" """""" """""" """""" 0 False True all False False 0 0.7 7.170102945378858 256.99221522 58.702354 0.27791240504703607 22.81507775220871 24.107099099743365 23.223013664793967 0.25 False False 0.3 0.7 1.5 0.02 8 3 44.82053240016103 0.0 0.0 0.0 0.0 3.9833662999356 3.878044201634644 True 0.5 Inputed -22.494451387162893 -22.22977348546385 """""" """""" """"""
-0.18234032630404773 0.35136287087506995 -6.65470957450399 19.727283469042185 5805.4050918517405 162.19345368969016 21 11 11 27.000243099872023 41 True True 2019pbg 16.808242083333 5.9068644444444 SNIa 0.134 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 16.808242083333 5.9068644444444 TNS 2019pbg ZTF19abrcpnj 2019pbg SNIa 0.134 -0.07230892139910594 0.28793118428939835 0.009159358927366412 0.09617271347970302 0.28793118428939835 0.5052769282767642 10.084264944290638 10.084264944290638 16.915978155581385 16.915978155581385 58717.404942099936 58706.40214119991 19.383063559139444 19.383063559139444 19.589799428263447 0.38171865895961155 1.0535723876718095 0.4313177924652922 16.8082903293282 5.90697422391338 0.004457565458202972 20.389190210270883 21.493818488742114 20.576314210397005 0.885 """""" """""" """""" """""" 0 False True all False False 0 1.0535723876718095 0.4313177924652922 16.8082903293282 5.90697422391338 0.004457565458202972 20.389190210270883 21.493818488742114 20.576314210397005 0.885 False False 0.3 0.7 1.5 0.02 8 3 11.00280090002343 0.4313177924652922 1.0535723876718095 0.9175042783451097 0.40938600661167746 2.1107549296026704 0.9865147821335576 False 0.134 Inputed -19.34415212210625 -19.550887991230255 """""" """""" """"""
-0.02664241320205711 0.33665381456224175 -11.497303066800558 19.129785590520314 4188.249986304272 178.65614988444568 32 19 19 46.015462999697775 43 True True 2019gcn 177.18310958333 21.015483694444 SNII 0.026 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 177.18310958333 21.015483694444 TNS 2019gcn ZTF19aavnuur 2019gcn SNII 0.026 0.46800494692769945 0.9275258395444581 0.5736760958873148 0.6853053246543084 0.9275258395444581 1.1969995572164223 42.40469380686292 42.40469380686292 3.610769192834855 3.610769192834855 58646.2250926001 58633.18651620019 18.917541633971485 19.223537617773818 18.917541633971485 1.1283769960627246 4.533298215622628 3.467004651938189 177.18231611020548 21.01486818776765 0.002089297823274494 15.423866406779885 16.135028538674117 15.663943721103667 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.533298215622628 3.467004651938189 177.18231611020548 21.01486818776765 0.002089297823274494 15.423866406779885 16.135028538674117 15.663943721103667 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.03857639990747 3.467004651938189 4.533298215622628 0.47108481757044984 0.764786362386268 -3.088509079099701 -3.253597912867818 False 0.026 Inputed -16.40435379223585 -16.098357808433516 """""" """""" """"""
-0.15370948934326834 0.24291463161568264 -12.949776057946835 18.122450317801828 4287.574904478739 245.465945984042 17 14 14 60.93480330007151 42 True False 2021bja 208.70127083333333 -15.637372222222222 SNIa 0.034 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 208.70127083333333 -15.637372222222222 TNS 2021bja ZTF21aaheulr 2021bja SNIa 0.034 0.40477805593316063 0.7182878537846911 0.47850468406866753 0.5552660798935065 0.7182878537846911 0.894673488212284 15.235767433636102 15.235767433636102 45.69903586643541 45.69903586643541 59250.42126160022 59231.441689800005 17.748397493207097 18.21417352225197 17.748397493207097 2.055877683706828 3.620313698875102 8.909266007125469 208.70226738 -15.63509107 0.001456395324409332 14.506831651115418 15.531246012306214 14.852301698446274 0.99 """""" """""" """""" """""" 2 False True all False False 0 0.4008435923353081 6.732293816233825 208.69936976 -15.63699051 0.014699949034671977 18.944442707777025 19.944066218280792 18.985616420793534 1.0 False False 0.3 0.7 1.5 0.02 8 3 18.979571800213307 8.909266007125469 3.620313698875102 0.6789443138599403 2.460909950950864 -2.6829275099457544 -2.8960957947608232 False 0.034 Inputed -18.160329544076934 -17.694553515032062 """""" """""" """"""
-0.16638136895390415 0.2631814213424424 -8.613736280747165 16.204307702937086 5067.851907180635 258.64536242228405 203 106 106 74.91923609981313 74 True True 2021biz 184.1448125 33.52653055555555 SNIa 0.021515 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 184.1448125 33.52653055555555 TNS 2021biz ZTF21aagqcnl 2021biz SNIa 0.021515 0.10324109753901034 0.3489392929623527 0.16104688478908002 0.2212174933780915 0.3489392929623527 0.4870010049709066 9.366909947376596 9.366909947376596 65.55232615243654 65.55232615243654 59258.3817592999 59248.424317100085 15.663463445901218 15.663463445901218 15.779424546152875 23.788635366873745 4.315464977852821 20.818271965905947 184.1403883328675 33.52207651591855 0.0009792455456583138 12.208822784870566 13.306142953585386 12.564311155439018 0.325 """""" """""" """""" """""" 5 False True all False False 0 0.7 6.235662329883759 184.146829566761 33.5261147978833 0.2326611174519423 22.895208523867726 23.440240489885806 23.081176683990954 0.1 False False 0.3 0.7 1.5 0.02 8 3 9.95744219981134 20.818271965905947 4.315464977852821 0.741831798146368 4.8241086586836746 -2.357320492315832 -3.2151133907138565 False 0.021515 Inputed -19.128860752601405 -19.24482185285306 """""" """""" """"""
-0.14355430688405466 0.3072445277820283 -7.94606627710933 16.288816297537473 5061.63690453821 209.07595927406535 43 15 15 15.97809029975906 63 True False 2021gtc 63.197333333333326 36.89735 SNIa 0.020141 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 63.197333333333326 36.89735 TNS 2021gtc ZTF21aapdphm 2021gtc SNIa 0.020141 0.11195564315568163 0.42367293239764336 0.18425529567823418 0.2602162452932646 0.42367293239764336 0.603483953448972 16.252685364134074 16.252685364134074 -0.2745950643750126 -0.2745950643750126 59306.16412039986 59290.1860301001 16.042178106060724 16.042178106060724 16.090439148898493 0.5470298090758258 2.204882118013868 3.3213567223434914 63.19648847 36.89672176 0.00225766625642998 17.011369235134126 17.934705025863646 17.16805814857483 0.2125 """""" """""" """""" """""" 0 False True all False False 0 2.204882118013868 3.3213567223434914 63.19648847 36.89672176 0.00225766625642998 17.011369235134126 17.934705025863646 17.16805814857483 0.2125 False False 0.3 0.7 1.5 0.02 8 3 15.97809029975906 3.3213567223434914 2.204882118013868 0.7666468772888173 1.5063647599152967 1.892526919802922 1.0776189996763357 False 0.020141 Inputed -18.673788516583762 -18.72204955942153 """""" """""" """"""
-0.1500376134675195 0.3008494453314044 -7.573543583630965 18.725381180353462 5366.224324026437 125.07553763614276 28 13 13 39.97481490019709 56 True True 2019lpd 243.57099625 30.999505444444 SNIa 0.0617 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 243.57099625 30.999505444444 TNS 2019lpd ZTF19abgppki 2019lpd SNIa 0.0617 0.06003088958619074 0.5974686461740326 0.17843100495281305 0.307034078161589 0.5974686461740326 0.9370646539441445 10.45535992693191 10.45535992693191 29.519454973265177 29.519454973265177 58694.20687500015 58684.183599499986 18.350302594094522 18.40823358989074 18.350302594094522 3.293136233662569 3.0987941005864332 1.2196549334136897 243.57138825590948 30.99946215869145 0.0007493869707574374 15.204549310074448 16.26868633067012 15.634614193975926 0.9850000000000001 """""" """""" """""" """""" 0 False True all False False 0 3.0987941005864332 1.2196549334136897 243.57138825590948 30.99946215869145 0.0007493869707574374 15.204549310074448 16.26868633067012 15.634614193975926 0.9850000000000001 False False 0.3 0.7 1.5 0.02 8 3 10.023275500163436 1.2196549334136897 3.0987941005864332 0.6340721366941953 0.39359018180100297 -2.1395472592206204 -2.715688400118596 False 0.0617 Inputed -18.866714987802588 -18.80878399200637 """""" """""" """"""
-0.22434084887735042 0.6918143373835641 -3.8906351154416132 14.832082449660465 7313.502584893238 339.4098069653243 40 17 17 18.064687499776483 193 True True 2021rmy 299.64089166666656 8.993527777777777 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 299.64089166666656 8.993527777777777 TNS 2021rmy ZTF21abixkyz 2021rmy CV 0.0 -0.361235073922769 -0.24098204078637764 -0.33268635634622257 -0.3031456603029703 -0.24098204078637764 -0.17452951532118277 0.810149038656347 0.810149038656347 17.254538461120134 17.254538461120134 59400.35826390004 59397.29979170021 14.477388741308669 14.477388741308669 14.806272348456874 54.610482687646574 0.7 0.3779657304218263 299.64095226 8.99361404 0.007921998511667971 22.185849974393843 21.404998633766173 21.37557645511627 0.5 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.3779657304218263 299.64095226 8.99361404 0.007921998511667971 22.185849974393843 21.404998633766173 21.37557645511627 0.5 False False 0.3 0.7 1.5 0.02 8 3 3.058472199831158 0.3779657304218263 0.7 0.029422178649902264 0.5399510434597519 6.927609892457504 6.569304106659397 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.13548153810608515 0.266716613490666 -10.38517110417376 18.29627828123752 6002.788972407567 73.38637682481998 137 85 85 57.94968750001863 61 True False 2020tqn 47.24174999999999 15.17326111111111 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 47.24174999999999 15.17326111111111 TNS 2020tqn ZTF20acauthg 2020tqn SNIa 0.08 0.01654750965582963 1.0167278830113098 0.21779600112379427 0.4492760703642169 1.0167278830113098 1.751447103093824 17.364477744552204 17.364477744552204 40.58520975546642 40.58520975546642 59125.394571799785 59107.3995254999 17.70941985278054 17.70941985278054 17.84229147169929 1.0071456742143734 3.4476901178037718 4.262073732062348 47.2405794 15.17290726 0.003884543300963772 16.715524110794068 17.330099734783172 16.733222669029235 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.4476901178037718 4.262073732062348 47.2405794 15.17290726 0.003884543300963772 16.715524110794068 17.330099734783172 16.733222669029235 1.0 False False 0.3 0.7 1.5 0.02 8 3 17.995046299882233 4.262073732062348 3.4476901178037718 0.5968770657539366 1.2362113723774426 -0.37932011799737 -1.1090688026700555 False 0.08 Inputed -19.947642550372088 -20.080514169290836 """""" """""" """"""
-0.1713021426245625 0.24952732988488183 -7.167924044114071 18.009726879906797 5976.922270865393 100.33787718218679 15 15 15 46.979699099902064 54 True False 2019pbp 77.673832916666 -18.607289 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 77.673832916666 -18.607289 TNS 2019pbp ZTF19abucvgu 2019pbp SNIa 0.05 -0.07065675733021948 0.5623389966425307 0.06396648688367179 0.21353175334545682 0.5623389966425307 0.9865309645978257 13.955288184941992 13.955288184941992 33.02441091496007 33.02441091496007 58736.50026619993 58723.48078700015 17.477675953453108 17.477675953453108 17.641163099706723 3.040171144563525 2.374439282859748 6.34681254026929 77.67517145 -18.60851331 0.0013347737887865474 15.366919913578034 16.038164281225203 15.647555569195747 0.99 """""" """""" """""" """""" 0 False True all False False 0 2.374439282859748 6.34681254026929 77.67517145 -18.60851331 0.0013347737887865474 15.366919913578034 16.038164281225203 15.647555569195747 0.99 False False 0.3 0.7 1.5 0.02 8 3 13.019479199778289 6.34681254026929 2.374439282859748 0.39060871202945613 2.6729731882742693 -1.4395116722279049 -1.9936075305109764 False 0.05 Inputed -19.113375531468552 -19.276862677722168 """""" """""" """"""
-0.16654906855262558 0.45307381794366774 -3.2894223784251784 18.933175574422204 5404.622756413244 126.42395165039005 26 15 15 14.052337900269777 54 True True 2021fl 153.61427916666662 12.159172222222223 SNIa 0.0767 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 153.61427916666662 12.159172222222223 TNS 2021fl ZTF21aaavhbu 2021fl SNIa 0.0767 0.0021722662045178254 0.5108882590630373 0.11423898783910857 0.23597153336043775 0.5108882590630373 0.8322560250025113 3.53851945625584 3.53851945625584 10.513818444013936 10.513818444013936 59220.44498840021 59218.37060189992 18.354514622049564 18.354514622049564 18.80904860284563 1.3540544064563858 2.381565358168075 7.362770853314133 153.6163522453325 12.15889671593845 0.00182288467076952 15.5115791483593 16.778828864121436 15.922883007031679 0.975 """""" """""" """""" """""" 0 False True all False False 0 2.381565358168075 7.362770853314133 153.6163522453325 12.15889671593845 0.00182288467076952 15.5115791483593 16.778828864121436 15.922883007031679 0.975 False False 0.3 0.7 1.5 0.02 8 3 2.074386500287801 7.362770853314133 2.381565358168075 0.8559458570897576 3.0915678329221477 -1.5756857579281274 -2.8861655958139494 False 0.0767 Inputed -18.88783896993605 -19.342372950732113 """""" """""" """"""
-0.01933534073882115 0.31100588028798615 9.498452936527187 18.08098855950097 4992.972649289656 93.3156058527783 83 43 43 69.93822910031304 46 True True 2019rwd 2.6912412499999 21.139091805555 SNII 0.017 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 2.6912412499999 21.139091805555 TNS 2019rwd ZTF19acctwpz 2019rwd SNII 0.017 -0.06211907595939792 0.6343234561322006 0.08426157903473808 0.2481088194843366 0.6343234561322006 1.1102761219933406 70.93154493236456 70.93154493236456 -0.9933158320515219 -0.9933158320515219 58762.1759722 58761.1474768999 17.827919787430368 17.827919787430368 17.937117305179747 2.8939755739343354 1.2437564312882945 3.1906573933646167 2.6917957142988502 21.1383720362101 0.008499900925796 19.578333059911728 20.100444886517526 19.74652781909466 0.8944444444444445 """""" """""" """""" """""" 0 False True all False False 0 1.2437564312882945 3.1906573933646167 2.6917957142988502 21.1383720362101 0.008499900925796 19.578333059911728 20.100444886517526 19.74652781909466 0.8944444444444445 False False 0.3 0.7 1.5 0.02 8 3 1.0284953000955284 3.1906573933646167 1.2437564312882945 0.35391706742286644 2.565339413006857 2.272525099087158 1.8094105139149121 False 0.017 Inputed -16.45721191976494 -16.56640943751432 """""" """""" """"""
-0.16077551438235688 0.23711405884301884 -8.673606123530552 17.351571804945678 5609.2435133553045 124.02686720177485 64 50 50 72.95645840000361 49 True False 2020vdz 129.316875 -5.923788888888889 SNIa 0.040822 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 129.316875 -5.923788888888889 TNS 2020vdz ZTF20achvmoj 2020vdz SNIa 0.040822 0.011377100040878219 0.5352162090905388 0.12652148026329968 0.25177318089167144 0.5352162090905388 0.8674126044737811 15.255511760612258 15.255511760612258 57.700946639391354 57.700946639391354 59145.479062499944 59130.501643499825 16.854885200252017 16.854885200252017 16.970401181597232 5.824124407877704 4.632435696592648 7.768141550642525 129.31793895 -5.9219084 0.0018940017308329837 14.716600700068474 23.64 15.076634763240815 1.0 """""" """""" """""" """""" 1 False True all False False 0 1.0080183876749043 6.575271358316168 129.31857385 -5.92448216 0.024448928130317737 19.582894612944127 18.962431390690803 15.476326694262028 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.97741900011897 7.768141550642525 4.632435696592648 8.563365236759186 1.676902186976135 6.7851147997479835 -1.8937664183564173 False 0.040822 Inputed -19.339006111479268 -19.454522092824483 """""" """""" """"""
-0.0065668721151665044 0.08734780583916513 -5.06773933461505 18.511010099338932 4123.005829024589 231.6013490455948 184 104 104 73.04834489990026 41 True True 2021ech 181.58507916666665 37.01311388888889 SNII 0.020738 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 181.58507916666665 37.01311388888889 TNS 2021ech ZTF21aantsla 2021ech SNII 0.020738 0.4194933623849231 0.7561154793666987 0.498373803640245 0.5806916944303637 0.7561154793666987 0.946768423624615 388.21978866737356 388.21978866737356 -315.1714437674733 -315.1714437674733 59297.268194399774 59275.21636570012 18.39273634126508 18.47299913227434 18.39273634126508 1.186628812446859 6.900072474285689 6.787880012958572 181.587148890912 37.0140215827157 0.0022038880829330365 14.28297480885744 15.147362588293554 14.532752305982113 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 3.4373993993258174 181.585350243067 37.0140438645126 0.020093748020602598 20.945232878836393 23.348008323688507 21.332555307296513 0.4 False False 0.3 0.7 1.5 0.02 8 3 22.051828699652106 6.787880012958572 6.900072474285689 0.6146102823114408 0.9837403937791638 -3.325636543980785 -3.8599840352829684 False 0.020738 Inputed -16.435249333564425 -16.354986542555167 """""" """""" """"""
-0.134398005547477 0.27453210974367814 -12.775275374193452 18.907243691944856 5240.5462955037 109.19077097113968 53 31 31 42.935301000252366 62 True True 2021udp 243.13823333333332 39.79080277777778 SNIa 0.075855 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 243.13823333333332 39.79080277777778 TNS 2021udp ZTF21abowsub 2021udp SNIa 0.075855 0.17873192933158322 0.862128077725945 0.3269612935038495 0.4895541224027262 0.862128077725945 1.3060713787695164 9.82754217245863 9.82754217245863 33.10775882779374 33.10775882779374 59436.20337959984 59423.21891199984 18.600165477264238 18.616791669308085 18.600165477264238 1.108863237376091 2.3569595847508578 4.29056177528296 243.139162881377 39.789848692633896 0.0017137445799331186 16.269854295081792 17.51367985430479 16.699554815412164 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.3569595847508578 4.29056177528296 243.139162881377 39.789848692633896 0.0017137445799331186 16.269854295081792 17.51367985430479 16.699554815412164 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.98446760000661 4.29056177528296 2.3569595847508578 0.8141250388926267 1.820379866944767 -1.1031118150032952 -1.900610661852074 False 0.075855 Inputed -19.072261353015378 -19.05563516097153 """""" """""" """"""
-0.23937043536481437 0.09834305414411418 -4.30311272432558 17.691559090650692 4865.716484080303 114.05697294012819 36 26 26 59.92269679997116 38 True True 2019evz 218.12853416666 8.5407517222222 SNIa 0.038 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 218.12853416666 8.5407517222222 TNS 2019evz ZTF19aaujiwc 2019evz SNIa 0.038 0.170941040883001 0.8166625547544015 0.3118291860619138 0.46579063315694924 0.8166625547544015 1.2318560051061418 9.41022742409852 9.41022742409852 50.51246937587264 50.51246937587264 58616.296724500135 58612.27252310002 17.166711278605266 17.339646890744465 17.166711278605266 4.765211478243195 3.3973758233868327 1.841911093280834 218.128112912449 8.541048768498836 0.0007107328155212533 14.849387674931883 15.894447890213728 15.211097554737329 0.99 """""" """""" """""" """""" 0 False True all False False 0 3.3973758233868327 1.841911093280834 218.128112912449 8.541048768498836 0.0007107328155212533 14.849387674931883 15.894447890213728 15.211097554737329 0.99 False False 0.3 0.7 1.5 0.02 8 3 4.024201400112361 1.841911093280834 3.3973758233868327 0.6833503354763995 0.5421570026493681 -1.445199000530737 -1.9556137238679376 False 0.038 Inputed -18.98565937228833 -18.81272376014913 """""" """""" """"""
-0.14187863664005326 0.24670409583466232 -6.586976306189622 18.356331357265866 6008.152556695815 113.12799195785423 72 40 40 68.83335649967194 43 True False 2020vdm 75.04941666666666 6.054769444444444 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 75.04941666666666 6.054769444444444 TNS 2020vdm ZTF20acgnzhj 2020vdm SNIa 0.06 -0.09399705561650507 0.4435972843683871 0.022349260664292103 0.15018103549664374 0.4435972843683871 0.7934265188749237 14.248268372606983 14.248268372606983 54.58508812706496 54.58508812706496 59136.44135419978 59125.47063660016 17.795217228251538 17.795217228251538 17.91783812755042 5.145715111578575 0.6858716977482312 56.27956200387599 75.06310649 6.04708384 0.3951884001052207 18.01226889977455 18.83437715845108 18.37079390015602 0.25 """""" """""" """""" """""" 33 False True all False False 0 0.8069332477441278 4.946230833408959 75.05053577 6.05557523 0.02227852408013309 20.193530094099046 22.4759893679142 20.835281025886534 0.0 False False 0.3 0.7 1.5 0.02 8 3 10.970717599615455 0.0 0.0 0.0 0.0 5.844782771748463 5.352161872449578 True 0.06 Inputed -19.23766285364738 -19.360283752946263 """""" """""" """"""
-0.13573771802127454 0.41192839983833096 -6.432123721121199 18.2915716006953 5983.346213745614 186.86322359285188 35 18 18 36.73939809994772 95 True False 2019pow 16.159423333333 71.966025388888 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 16.159423333333 71.966025388888 TNS 2019pow ZTF19abxiqqm 2019pow SNIa 0.08 -0.11839951886395994 0.17707806696994055 -0.050753025139531616 0.020925825957018418 0.17707806696994055 0.3515066658189028 14.06661149358645 14.06661149358645 22.67278660636127 22.67278660636127 58741.35496529983 58727.39019680023 18.010962005429885 18.04767763767666 18.010962005429885 0.6183347966785943 1.8604769330711555 4.833794124622863 16.15882727 71.96735537 0.004317603810454984 17.603302153873443 18.26819568748474 17.82069446105957 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.8604769330711555 4.833794124622863 16.15882727 71.96735537 0.004317603810454984 17.603302153873443 18.26819568748474 17.82069446105957 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.964768499601632 4.833794124622863 1.8604769330711555 0.447501226425171 2.5981478397818925 0.22051804980808143 -0.19026754437031457 False 0.08 Inputed -19.778972016641493 -19.742256384394718 """""" """""" """"""
-0.16018058365899104 0.2596577153359162 -7.499824223217571 18.791015802180226 5798.140926408922 139.3941684721427 98 70 70 60.02368050022051 113 True False 2019kza 294.97054208333 47.936730999999 SNIa 0.087 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 294.97054208333 47.936730999999 TNS 2019kza ZTF18abdcudb 2019kza SNIa 0.087 -0.05424947417368742 0.3804525117354558 0.042510561372928635 0.14692056865920478 0.3804525117354558 0.650114149837691 13.032678700616135 13.032678700616135 46.991001799604376 46.991001799604376 58677.35069439979 58665.23613430001 18.230196514992507 18.230196514992507 18.38262029608794 1.6249505140059608 0.846345533497743 0.43092411159806593 294.97038188 47.936784 0.002378777931012932 20.10916040997505 20.560081081771852 19.348139175486565 1.0 """""" """""" """""" """""" 0 False True all False False 0 0.846345533497743 0.43092411159806593 294.97038188 47.936784 0.002378777931012932 20.10916040997505 20.560081081771852 19.348139175486565 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.114560099784285 0.43092411159806593 0.846345533497743 1.2119419062852863 0.5091586054896042 2.329884566779345 0.9655188793986262 False 0.087 Inputed -19.592754157212788 -19.74517793830822 """""" """""" """"""
-0.2589943297226587 0.6731860878445755 -6.22088819762606 16.660963475151757 7241.252665513205 195.36159132064705 38 18 18 10.003773100208491 281 True False 2018che 281.86306958333 14.533792805555 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 281.86306958333 14.533792805555 TNS 2018che ZTF18aaydbyc 2018che CV 0.0 -0.331852880764842 -0.10437376013396005 -0.2798291363064287 -0.22466934526590876 -0.10437376013396005 0.03019224030770218 -4.629778141881259 -4.629778141881259 14.63355124208975 14.63355124208975 58274.397754599806 58274.33460649988 16.584175749234973 16.584175749234973 17.082988836777044 13.571881165601274 1.866147414863477 51.06767658294183 281.84975177 14.52787431 0.006964626353163861 12.634510739803314 23.64 16.576140018177032 0.85 """""" """""" """""" """""" 202 False True all False False 0 0.8162199571546596 5.401584551998516 281.86227789 14.53250284 0.006147166039212726 18.274524134254456 18.9105224275589 18.383923967933654 0.0 False False 0.3 0.7 1.5 0.02 8 3 0.06314809992909431 51.06767658294183 1.866147414863477 7.063859981822969 27.365296104797714 7.055824250765028 -0.5068488186000124 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.11455182219719533 0.5036747720527497 -3.421270292140109 18.19696272553381 5867.3606860182135 75.99562069234526 47 23 23 37.066296299919486 53 True True 2021rce 212.64859999999996 43.17570555555555 SNIa 0.073 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 212.64859999999996 43.17570555555555 TNS 2021rce ZTF21abiawpf 2021rce SNIa 0.073 -0.08074492434593239 0.8074230146499524 0.09858198572146293 0.30445145275765384 0.8074230146499524 1.4551468585349951 17.586934342794223 17.586934342794223 19.479361957125263 19.479361957125263 59405.220671299845 59390.19949069992 17.926203216582785 17.926203216582785 18.08050952876326 0.4785991817591138 2.4303543209365435 4.236365310072597 212.65021353813 43.1757193929715 0.0059653335024295595 17.883935715145917 18.35063999101311 18.123571748019756 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.4303543209365435 4.236365310072597 212.65021353813 43.1757193929715 0.0059653335024295595 17.883935715145917 18.35063999101311 18.123571748019756 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 15.021180599927902 4.236365310072597 2.4303543209365435 0.22706824299335437 1.7431060457226264 0.4244367744303261 0.043062219256498224 False 0.073 Inputed -19.50723579773216 -19.661542109912634 """""" """""" """"""
-0.3276386098423173 0.39896359941636217 -4.65164447173327 18.234362107778068 6615.737016620451 189.57669739015503 12 9 9 20.009294000454247 42 True True 2019uqu 196.0739583333333 57.290949999999995 SNIbn 0.052 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 196.0739583333333 57.290949999999995 TNS 2019uqu ZTF19acrwyyb 2019uqu SNIbn 0.052 -0.2458848442186259 0.012149932292679466 -0.1869053554226241 -0.12434606271153825 0.012149932292679466 0.1649130276079518 6.159301851161212 6.159301851161212 13.849992149293035 13.849992149293035 58800.55377310002 58792.547395799775 17.823695402871177 17.823695402871177 18.088750375258723 0.8113794366279913 2.1113232868787484 0.6313322023564519 196.074020806261 57.29077790990265 0.0028601186336199014 17.999439506699144 18.432707303245067 18.20331791040003 0.9899999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.1113232868787484 0.6313322023564519 196.074020806261 57.29077790990265 0.0028601186336199014 17.999439506699144 18.432707303245067 18.20331791040003 0.9899999999999999 False False 0.3 0.7 1.5 0.02 8 3 8.00637730024755 0.6313322023564519 2.1113232868787484 0.2293893928450359 0.29902204284867 0.6090119003738899 0.11456753514130824 False 0.052 Inputed -18.751976301576153 -19.0170312739637 """""" """""" """"""
-0.11949372949082356 0.36170408870521853 -5.212547684749218 17.69793029670422 5513.8456526912705 152.24184190102815 103 88 88 72.98656250024214 66 True True 2019wiq 137.19837499999997 55.50341944444445 SNIa 0.04788 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 137.19837499999997 55.50341944444445 TNS 2019wiq ZTF19acxndsk 2019wiq SNIa 0.04788 -0.013736938984138192 0.3918478019504086 0.07751169916331335 0.17529706509087362 0.3918478019504086 0.6388337443758587 15.462034411885755 15.462034411885755 57.52452808835639 57.52452808835639 58839.487997699995 58827.32372689992 16.87480020604311 16.87480020604311 17.358457886309306 6.807535250958625 3.798019882120386 17.981517849203584 137.1906607441935 55.5058404973819 0.0035820124422472066 14.295518748180271 15.308558589277268 14.62407138669014 0.985 """""" """""" """""" """""" 7 False True all False False 0 0.7 4.234418960709127 137.198830249771 55.5045670657733 0.10039799710363106 22.634653426942826 23.497219833478926 22.978547577090264 0.0 False False 0.3 0.7 1.5 0.02 8 3 12.1642708000727 17.981517849203584 3.798019882120386 0.6844872025871283 4.734445423483336 -1.56624161676584 -2.7343864996191662 False 0.04788 Inputed -19.30091323073777 -19.784570911003968 """""" """""" """"""
-0.1737852751631398 0.22816095214913468 -9.426313067625406 18.02091886857236 5697.628737870365 254.43567056803636 21 9 9 51.95994220022112 53 True False 2019urn 14.45538333333333 -17.64081111111111 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 14.45538333333333 -17.64081111111111 TNS 2019urn ZTF19acryaon 2019urn SNIa 0.06 -0.05329914702754479 0.16893796418630558 -0.0011695377694458386 0.05319986123571496 0.16893796418630558 0.2944916845425922 11.034983965140258 11.034983965140258 40.924958235080865 40.924958235080865 58812.14730319986 58800.18905089982 17.528363714184902 17.528363714184902 17.70251627570111 1.8473336509429052 1.8687455833204398 0.22434806546798794 14.45531796 -17.64081268 0.0002475620655866262 15.123015890574456 16.040349450170993 15.43671320707202 0.9099999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.8687455833204398 0.22434806546798794 14.45531796 -17.64081268 0.0002475620655866262 15.123015890574456 16.040349450170993 15.43671320707202 0.9099999999999999 False False 0.3 0.7 1.5 0.02 8 3 11.958252300042659 0.22434806546798794 1.8687455833204398 0.6036362430989737 0.1200527602421727 -1.4880142640139091 -2.2658030686290918 False 0.06 Inputed -19.45298470549669 -19.6271372670129 """""" """""" """"""
-0.03826104215175971 0.8833063831557065 2.297185852659071 17.25155207277034 3330.216146512436 306.4131570454674 79 29 29 72.92791660036892 37 True True 2019upq 217.28383291666 27.450188999999 SNII 0.01434 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 217.28383291666 27.450188999999 TNS 2019upq ZTF19acbwejj 2019upq SNII 0.01434 0.7805095674465505 1.0781918773050556 0.8514913568697544 0.9247253727290285 1.0781918773050556 1.2414120660368333 25.48729078286049 25.48729078286049 47.440625817508426 47.440625817508426 58850.51740740007 58830.57037039986 17.194896154419897 18.016566656445544 17.194896154419897 12.776432498557574 3.7306385615438535 21.50319032844988 217.283285202758 27.444235700998448 0.026088727395955802 16.519339544359447 16.807461660597923 16.521786842705012 0.985 """""" """""" """""" """""" 7 False True all False False 0 0.8003251154143742 11.693289528613256 217.28489419944748 27.447080401517248 0.11586906361120486 20.272965800493957 20.33018646154821 19.76553706551075 0.8928571428571429 False False 0.3 0.7 1.5 0.02 8 3 19.947037000209093 0.0 0.0 0.0 0.0 5.623433343554456 6.075103845580102 True 0.01434 Inputed -16.828451961380946 -16.0067814593553 """""" """""" """"""
-0.14728730628103992 0.3075144529370327 -7.132181420294963 17.239042253732848 6140.210902527086 188.15646373437193 20 8 8 10.024490799754858 47 True True 2019bsp 141.36174999999 58.3142 SNIa 0.042 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 141.36174999999 58.3142 TNS 2019bsp ZTF19aamnwqa 2019bsp SNIa 0.042 -0.14555213289226288 0.14072747805517238 -0.08000970033266341 -0.010561582211778386 0.14072747805517238 0.30971529606082626 10.898655759159102 10.898655759159102 -0.8741649594042427 -0.8741649594042427 58567.19966439996 58557.175173600204 16.835346439953398 16.835346439953398 17.24667320318587 2.0497650522259994 1.2094595254769054 3.0743071043462824 141.3633520033335 58.31405440443375 0.015505779114279306 20.462724254319667 20.78736938621521 20.143578139371872 0.9 """""" """""" """""" """""" 0 False True all False False 0 1.2094595254769054 3.0743071043462824 141.3633520033335 58.31405440443375 0.015505779114279306 20.462724254319667 20.78736938621521 20.143578139371872 0.9 False False 0.3 0.7 1.5 0.02 8 3 10.024490799754858 3.0743071043462824 1.2094595254769054 0.6437912468433389 2.541885064846667 3.9520229462618133 2.896904936186001 False 0.042 Inputed -19.12512523996232 -19.536452003194793 """""" """""" """"""
-0.0864549250735493 0.6818246621070331 -0.25204042263868986 16.7224282505831 5579.94604330738 137.4642897965209 47 39 39 63.819675899576396 40 True True 2020fcu 216.0371708333333 12.258713888888888 SNII 0.0263 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 216.0371708333333 12.258713888888888 TNS 2020fcu ZTF20aattoch 2020fcu SNII 0.0263 -0.07177936244013594 0.36377345913756187 0.02496851183114046 0.12950596419752003 0.36377345913756187 0.6349203458701602 11.149689181199182 11.149689181199182 52.66998671837722 52.66998671837722 58943.40932870004 58936.43745370023 16.664683522690627 16.664683522690627 16.719061302975096 3.4061058125134687 3.987693194556733 2.9827789782829814 216.0380148079745 12.25863443350545 0.000933986978898238 14.708372572107912 15.48191082445383 14.990931900280714 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.9265709388326062 0.7221437584254006 216.037035282894 12.2585632470625 0.0025118878964282 19.839123517520427 20.085150235459803 19.936508610477446 0.16999999999999998 False False 0.3 0.7 1.5 0.02 8 3 6.9718749998137355 2.9827789782829814 3.987693194556733 0.49097892417311684 0.7479961052055167 -1.1827726982367963 -1.7281294026943819 False 0.0263 Inputed -18.627909052680312 -18.68228683296478 """""" """""" """"""
-0.12840178833163868 0.4095007160925106 -0.8199448987819749 18.64063873978028 5460.094702684734 97.27875682266311 19 17 17 34.026678299997 46 True True 2019neg 84.655788749999 62.267113388888 SNIa 0.075 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 84.655788749999 62.267113388888 TNS 2019neg ZTF19abocled 2019neg SNIa 0.075 -0.03502891649531392 0.6409712440793314 0.10819295555026542 0.2676914602460272 0.6409712440793314 1.0970231139255624 13.11593987857713 13.11593987857713 20.91073842141987 20.91073842141987 58708.45144680003 58701.468865700066 18.381311335487446 18.381311335487446 18.436834662846955 0.6672507549836574 0.9142356414513076 0.15789471973409658 84.65576622881369 62.26707079977115 0.0047537761071853035 20.89166676155567 21.373691333341597 21.036033829364776 0.7312500000000001 """""" """""" """""" """""" 0 False True all False False 0 0.9142356414513076 0.15789471973409658 84.65576622881369 62.26707079977115 0.0047537761071853035 20.89166676155567 21.373691333341597 21.036033829364776 0.7312500000000001 False False 0.3 0.7 1.5 0.02 8 3 6.982581099960953 0.15789471973409658 0.9142356414513076 0.33765750397682126 0.1727068083710299 2.992379997854151 2.5991991665178205 False 0.075 Inputed -19.21056676050651 -19.26609008786602 """""" """""" """"""
-0.13795094812901681 0.38335719589511685 -6.430547703283993 19.065509629027606 5626.543309831176 182.6497683294686 20 13 13 35.027719900012016 48 True True 2019ica 356.89246916666 16.350695611111 SNIa 0.088 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 356.89246916666 16.350695611111 TNS 2019ica ZTF19abaejrh 2019ica SNIa 0.088 -0.0393068151609377 0.28437709560068924 0.03476650189727337 0.11327598728221844 0.28437709560068924 0.4756184590626553 10.599766778677377 10.599766778677377 24.42795312133464 24.42795312133464 58663.460462999996 58653.380358799826 18.737763441724805 18.737763441724805 18.887539956637333 1.0743011791846855 1.6920307785522808 0.4892354265660261 356.8925999723115 16.350643511793102 0.0008824943748249048 17.03522249897361 17.622512574384213 17.32093541289091 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.6920307785522808 0.4892354265660261 356.8925999723115 16.350643511793102 0.0008824943748249048 17.03522249897361 17.622512574384213 17.32093541289091 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.080104200169444 0.4892354265660261 1.6920307785522808 0.30157716149330227 0.2891409735375033 -1.1152508673405919 -1.566604543746422 False 0.088 Inputed -19.11311741413689 -19.26289392904942 """""" """""" """"""
-0.15768516679379696 0.37455918552476775 -4.5860331920523665 18.182481234668494 5331.561748819597 181.7031058149505 28 10 10 36.91909720003605 56 True False 2020abks 149.041125 -9.39715 SNIa 0.0559 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 149.041125 -9.39715 TNS 2020abks ZTF20acuspji 2020abks SNIa 0.0559 0.01971803689887608 0.3604771914510003 0.09774821276817391 0.18041671985772467 0.3604771914510003 0.561603719833144 10.644447650742382 10.644447650742382 26.274649549293667 26.274649549293667 59194.52369209984 59185.52084490005 17.897012170383526 17.897012170383526 17.925276100761096 1.509821299890288 4.054194627704229 4.611147801041434 149.04239871 -9.3973981 0.0005896999348978804 13.862958899593353 15.072122630429268 14.273473105049133 0.95 """""" """""" """""" """""" 0 False True all False False 0 4.054194627704229 4.611147801041434 149.04239871 -9.3973981 0.0005896999348978804 13.862958899593353 15.072122630429268 14.273473105049133 0.95 False False 0.3 0.7 1.5 0.02 8 3 9.002847199793905 4.611147801041434 4.054194627704229 0.7986495253801351 1.1373770192312131 -2.824889539954258 -3.6518029957119627 False 0.0559 Inputed -19.07446992814884 -19.10273385852641 """""" """""" """"""
-0.16912793410719928 0.21580457657929325 -8.112748423139857 18.452894481451384 5562.007922088202 108.6295421312318 53 33 33 58.86229160008952 29 True False 2020zpe 74.01575 -25.15111111111111 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 74.01575 -25.15111111111111 TNS 2020zpe ZTF20acqelhh 2020zpe SNIa 0.06 0.029570540425417846 0.6506134114959643 0.16368867086963945 0.3112350688249492 0.6506134114959643 1.0565855588057147 14.97466153413442 14.97466153413442 43.8876300659551 43.8876300659551 59179.41914349981 59165.39813659992 17.817968433264937 17.817968433264937 17.960980312879887 1.287419877477897 2.1296855253138887 4.35104003180007 74.01447727 -25.15147652 0.0009746226499327548 15.647154484808445 16.624491404128076 16.006684472179412 0.96 """""" """""" """""" """""" 0 False True all False False 0 2.1296855253138887 4.35104003180007 74.01447727 -25.15147652 0.0009746226499327548 15.647154484808445 16.624491404128076 16.006684472179412 0.96 False False 0.3 0.7 1.5 0.02 8 3 14.021006899885833 4.35104003180007 2.1296855253138887 0.6178069319486639 2.043043435325402 -1.1934770291368615 -1.9542958407004747 False 0.06 Inputed -19.194520668317914 -19.337532547932863 """""" """""" """"""
-0.15718168001217064 0.25161240205910934 -3.1255901015136254 18.383471229738355 5626.829960783329 248.9234943734053 31 22 22 73.73215280007571 61 True True 2019ueg 119.74812499999 12.53445 SNIa 0.065202 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 119.74812499999 12.53445 TNS 2019ueg ZTF19acokzjy 2019ueg SNIa 0.065202 -0.0687638220886555 0.15595013606932184 -0.01613932738424495 0.03880494455842509 0.15595013606932184 0.2832839413213435 15.683781791716518 15.683781791716518 58.04837100835919 58.04837100835919 58800.547615699936 58790.51703700004 17.94058680382687 17.94058680382687 18.00131488414084 0.6684823166012026 2.4917786355427474 9.205596812519577 119.7494721325725 12.532256940888999 0.001713112175522724 14.963669878487586 16.059067500056027 15.359278332899809 0.97 """""" """""" """""" """""" 2 False True all False False 0 0.7711023076405512 6.044496060544439 119.7484606469805 12.532803252505449 0.036649773509667694 20.380679362621308 20.115569665660857 21.886881455879212 0.9833333333333334 False False 0.3 0.7 1.5 0.02 8 3 10.03057869989425 9.205596812519577 2.4917786355427474 0.6997891671562186 3.6943878887196804 -1.881519303770844 -2.6420365512410307 False 0.065202 Inputed -19.337315008176574 -19.398043088490542 """""" """""" """"""
-0.23151474387891563 0.12077856965226334 -4.7103031798831125 17.720185169249888 5206.9556187693615 137.03514654965156 42 25 25 73.7947685001418 69 True True 2019bff 213.63234333333 17.233038166666 SNIa 0.043 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 213.63234333333 17.233038166666 TNS 2019bff ZTF19aakozyp 2019bff SNIa 0.043 0.065650834059511 0.5509672577871143 0.17376597266380145 0.2903607847320657 0.5509672577871143 0.8517565654369186 13.296478359564604 13.296478359564604 60.4982901405772 60.4982901405772 58547.356955999974 58538.480463000014 17.247195112739384 17.247195112739384 17.322019223062764 4.947349716629322 4.257116283229768 3.791923363100231 213.6334434247275 17.2331122215469 0.0035736681478001353 16.238173125591874 16.845436664059164 16.444234680124524 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 4.257116283229768 3.791923363100231 213.6334434247275 17.2331122215469 0.0035736681478001353 16.238173125591874 16.845436664059164 16.444234680124524 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 8.876492999959737 3.791923363100231 4.257116283229768 0.4012019839346408 0.8907258131608735 -0.40175844868021926 -0.8777845429382403 False 0.043 Inputed -19.101396631473442 -19.176220741796822 """""" """""" """"""
-0.12527397066670914 0.3242171672576978 -13.064724403932292 18.92402818697224 4890.590200047464 196.59394263572068 17 10 10 32.97953699994832 33 True True 2018jtb 180.35925916666 61.175320305555 SNIa 0.10805 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 180.35925916666 61.175320305555 TNS 2018jtb ZTF18acurfxn 2018jtb SNIa 0.10805 0.20767284850278145 0.5631538856478109 0.28983540967443133 0.37635297256649736 0.5631538856478109 0.7695619470154291 1.944254520892585 1.944254520892585 31.035282479055738 31.035282479055738 58467.48640049994 58461.46844909992 18.7847161734616 18.7847161734616 18.904308465770935 3.9326202917352746 2.7030735785453692 8.159454297091104 180.3545594232765 61.1753735116222 0.004502788902365773 16.41412512366891 17.36857933572769 16.755508326185346 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 5.294772509618058 180.356335154396 61.1749011123342 0.41547089494635636 24.231724998432398 25.23239318649769 25.626902368718387 0.85 False False 0.3 0.7 1.5 0.02 8 3 6.0179514000192285 8.159454297091104 2.7030735785453692 0.6130710095423453 3.018583867584555 -1.4161368377339087 -2.148800139585589 False 0.10805 Inputed -19.551152145341998 -19.670744437651333 """""" """""" """"""
-0.20220514437140313 0.2013251985487223 -7.258783437047023 16.922159328074464 6007.589501727669 164.00459540431683 50 41 41 73.88724539987743 35 True False 2021wjn 56.17314583333332 -10.194722222222222 SNIa 0.02 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 56.17314583333332 -10.194722222222222 TNS 2021wjn ZTF21abuxuxj 2021wjn SNIa 0.02 -0.11126442907087863 0.23304064712490202 -0.03338367714522761 0.049787098202831004 0.23304064712490202 0.44068069794171194 10.665776471254325 10.665776471254325 63.2214689286231 63.2214689286231 59459.44153939979 59449.44375000009 16.304827457254483 16.304827457254483 16.44792772019895 7.470989977142824 4.133521411813395 3.360194578551802 56.17303011 -10.19379581 0.0027394530228865843 16.002229374694824 16.67468627576828 16.238609587574004 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.133521411813395 3.360194578551802 56.17303011 -10.19379581 0.0027394530228865843 16.002229374694824 16.67468627576828 16.238609587574004 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.997789399698377 3.360194578551802 4.133521411813395 0.4360766881942766 0.812913311383494 0.36985881851379787 -0.20931813262494714 False 0.02 Inputed -18.30096704828714 -18.44406731123161 """""" """""" """"""
-0.016455330539724835 0.6455507713096061 -26.362407505598007 15.815670829369902 4083.051483702843 198.6779887205034 76 47 47 67.83407410001382 68 True False 2020tjd 86.52074999999998 -23.566 SNIIb 0.01 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 86.52074999999998 -23.566 TNS 2020tjd ZTF20acjpvyd 2020tjd SNIIb 0.01 0.6483916061078556 1.0956274949383875 0.7522390794342542 0.8612510076263149 1.0956274949383875 1.3533482587240044 0.25721048257549484 0.25721048257549484 67.57686361743833 67.57686361743833 59137.48283560015 59137.45954860002 15.900596093749323 16.528967194400003 15.900596093749323 1.4052312835032805 1.8705110437374892 1.5519377229292923 86.52111832 -23.56626808 0.0063588341944722515 19.192116383850575 19.39818734483719 19.38176648133993 0.97 """""" """""" """""" """""" 0 False True all False False 0 1.8705110437374892 1.5519377229292923 86.52111832 -23.56626808 0.0063588341944722515 19.192116383850575 19.39818734483719 19.38176648133993 0.97 False False 0.3 0.7 1.5 0.02 8 3 0.023287000134587288 1.5519377229292923 1.8705110437374892 0.016420863497259575 0.8296864795988309 2.8692201504371866 3.4811703875906073 False 0.01 Inputed -17.337567045311502 -16.70919594466082 """""" """""" """"""
-0.16986837485276826 0.2215314762710373 -8.767820612014521 15.279657714073608 4341.924554337162 259.63380410775886 67 41 41 64.9366897996515 45 True True 2020zgl 352.00479166666656 -2.1649 SNIb 0.0065 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 352.00479166666656 -2.1649 TNS 2020zgl ZTF20acpjqxp 2020zgl SNIb 0.0065 0.349650584897816 0.6356885763450499 0.4171155372247686 0.48722311440929467 0.6356885763450499 0.7957226427240123 17.039332237983594 17.039332237983594 47.89735756166791 47.89735756166791 59181.10739579983 59164.17293980019 14.806740688818705 14.94684097713413 14.806740688818705 34.023312691503094 3.9188705885874087 1.3964708146251665 352.00465221080947 -2.16453798775974 0.0007220719851521729 14.546553588587045 15.282030603601932 14.78481023888111 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.9188705885874087 1.3964708146251665 352.00465221080947 -2.16453798775974 0.0007220719851521729 14.546553588587045 15.282030603601932 14.78481023888111 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 16.934455999638885 1.3964708146251665 3.9188705885874087 0.4972203647208211 0.35634522321099066 0.3351896264678018 -0.021930449937594076 False 0.0065 Inputed -17.494003206013122 -17.3539029176977 """""" """""" """"""
-0.20755062734090463 0.41107504134260064 -2.6730282616782226 18.39349469635196 5918.659018159647 175.64007546878005 30 15 15 18.88243049988523 90 True True 2021bpo 121.13485833333333 -9.619197222222223 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 121.13485833333333 -9.619197222222223 TNS 2021bpo ZTF21aagmzio 2021bpo SNIa 0.07 -0.1285807640698451 0.18534356199370805 -0.057129099725035104 0.018868999544590537 0.18534356199370805 0.37259112011614803 3.514482342543844 3.514482342543844 15.367948157341388 15.367948157341388 59250.25383100007 59248.3495139 18.013491701977536 18.013491701977536 18.257480526893367 0.4552015308336874 3.7103901879208454 1.5146837352079727 121.134866954839 -9.618776562614421 0.001445145431498096 15.591451952462197 16.88369086417198 16.01099086700678 0.975 """""" """""" """""" """""" 0 False True all False False 0 3.7103901879208454 1.5146837352079727 121.134866954839 -9.618776562614421 0.001445145431498096 15.591451952462197 16.88369086417198 16.01099086700678 0.975 False False 0.3 0.7 1.5 0.02 8 3 1.9043171000666916 1.5146837352079727 3.7103901879208454 0.8726999971652027 0.40822761448082123 -1.1298008378055542 -2.2464896598865884 False 0.07 Inputed -19.23768542469743 -19.48167424961326 """""" """""" """"""
-0.10569203082970183 0.4650652069171217 -4.7796010077925 17.61671620571486 4488.5600600614 81.08688818648551 18 10 10 23.003229099791497 133 True True 2020aqa 17.31984583333333 2.200913888888889 SNIa 0.043 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 17.31984583333333 2.200913888888889 TNS 2020aqa ZTF20aahidph 2020aqa SNIa 0.043 0.3358937324082625 1.4153562027173834 0.5595467034270563 0.8119797292812834 1.4153562027173834 2.17423193680947 14.465124656922217 14.465124656922217 8.53810444286928 8.53810444286928 58884.12907409994 58872.1278241002 17.416970691928935 17.75245383186515 17.416970691928935 7.027340964914305 4.439959080786558 23.476094584931733 17.3253169377568 2.204468669765395 0.0033220910246132274 13.534505849152804 14.671536269618272 14.020865341320038 0.985 """""" """""" """""" """""" 28 False True all False False 0 0.7 3.5735639097029672 17.3188891317894 2.20118117043209 0.14205889467232957 23.517216309735776 24.27025339144945 22.48590038678646 0.5 False False 0.3 0.7 1.5 0.02 8 3 12.00124999973923 23.476094584931733 4.439959080786558 0.6506709282982346 5.287457419714067 -3.080917562246878 -3.396105350608897 False 0.043 Inputed -19.00644516260727 -18.670962022671056 """""" """""" """"""
-0.10735255180028073 0.2985785179610733 -15.57000437129842 18.548735760114617 4454.990410850017 200.6014028254256 30 19 19 43.92825229978189 133 True False 2020soy 274.0625458333333 14.285561111111111 SNIa 0.0459 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 274.0625458333333 14.285561111111111 TNS 2020soy ZTF20abyleyk 2020soy SNIa 0.0459 0.38109974549650616 0.7666921357170118 0.4705230385282526 0.5644753553619246 0.7666921357170118 0.9892927050738223 12.666080743858062 12.666080743858062 31.26217155592383 31.26217155592383 59114.170648099855 59097.193935200106 18.2902684230531 18.623637573227615 18.2902684230531 1.5214130584283734 2.755942983681169 0.3733785603850076 274.06247622 14.28563989 0.002237578944079055 16.997744496393203 17.68284577035904 17.26285478887558 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.755942983681169 0.3733785603850076 274.06247622 14.28563989 0.002237578944079055 16.997744496393203 17.68284577035904 17.26285478887558 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.976712899748236 0.3733785603850076 2.755942983681169 0.4199909814834619 0.13548123549576424 -0.9407918028685742 -1.0274136341775204 False 0.0459 Inputed -18.27637387580593 -17.943004725631415 """""" """""" """"""
-0.2345067574302809 0.17086774951450837 -6.6817305501025075 18.764001061526336 4886.033945482363 142.57036683890962 37 23 23 54.926539400126785 40 True True 2019lky 7.4486641666666 17.557472305555 SNIa 0.058 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 7.4486641666666 17.557472305555 TNS 2019lky ZTF19abgjlef 2019lky SNIa 0.058 0.1785952129898547 0.6792286288743767 0.2908591249318455 0.4114087138359359 0.6792286288743767 0.9861065053282339 10.822196755896034 10.822196755896034 44.104342644230755 44.104342644230755 58688.443101900164 58678.473564799875 18.264077360336614 18.264077360336614 18.268843114766668 2.07139360174277 0.9104732107557985 0.3070911381077539 7.44859682551873 17.557416141006 0.0009161413208033098 18.705962581772802 19.674045743989943 19.024304167523383 0.99 """""" """""" """""" """""" 0 False True all False False 0 0.9104732107557985 0.3070911381077539 7.44859682551873 17.557416141006 0.0009161413208033098 18.705962581772802 19.674045743989943 19.024304167523383 0.99 False False 0.3 0.7 1.5 0.02 8 3 9.969537100289017 0.3070911381077539 0.9104732107557985 0.6497415764665604 0.33728739569704924 1.4099683836533288 0.7554610527567149 False 0.058 Inputed -18.812040444201003 -18.816806198631056 """""" """""" """"""
-0.06597246151272526 0.351456294060312 -25.201255710799757 18.70681746598259 5836.779123221559 202.32685753928348 26 12 12 26.896597200073302 69 True False 2020chv 116.61575791666 1.9596529999999 SNII 0.034424 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 116.61575791666 1.9596529999999 TNS 2020chv ZTF20aamlmec 2020chv SNII 0.034424 0.03186794144075478 0.3370285200876211 0.10238684210272808 0.17665573820971758 0.3370285200876211 0.5142121476345736 -5.3152906749596145 -5.3152906749596145 32.211887875032915 32.211887875032915 58892.28971059993 58888.253842600156 18.492023164944577 18.496616644337706 18.492023164944577 1.2329978183142667 7.0285843897356965 7.392344006938545 116.61771099 1.9590154 0.002758809031048637 14.494147565340995 15.18104730362892 14.6911040920496 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 6.405554957957412 116.61665882 1.9581183 0.22993147698733296 22.81 15.462536134195327 23.27 1.0 False False 0.3 0.7 1.5 0.02 8 3 4.0358679997734725 7.392344006938545 7.0285843897356965 0.4899432115793214 1.0517543216432133 -3.3155693407087856 -3.8009190728949775 False 0.034424 Inputed -17.443841690183902 -17.439248210790772 """""" """""" """"""
-0.18123734174236997 0.19953040954458207 -8.599598509066755 17.696422931668593 6100.4558431439345 108.0364867043995 181 146 146 74.98556709988043 77 True False 2020mga 278.8754208333333 36.59231944444445 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 278.8754208333333 36.59231944444445 TNS 2020mga ZTF20abeljuj 2020mga SNIa 0.04 -0.08628693815732191 0.48536322164630974 0.03662808587738908 0.17223830790110384 0.48536322164630974 0.8614585619191573 15.351161082378878 15.351161082378878 59.63440601750155 59.63440601750155 59026.363263899926 59011.30575230019 17.034762021636805 17.034762021636805 17.203384028556222 3.6316165097631092 2.9848387177013733 8.823409768532276 278.87438038 36.59001526 0.008109329778501095 16.96780459768772 17.60432224495411 17.172364966249464 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 8.651856345272599 278.87670939 36.59448866 0.373016945406636 22.81 26.380865249705316 25.05749646730423 0.45 False False 0.3 0.7 1.5 0.02 8 3 15.057511599734426 8.823409768532276 2.9848387177013733 0.43195727870464395 2.956075889864894 0.5695602233173034 -0.03101906230675766 False 0.04 Inputed -19.061420858925196 -19.230042865844613 """""" """""" """"""
-0.1374973139446895 0.41745163026246423 -7.720459064139941 17.331867735302147 5866.641823257241 213.7526700509397 25 10 10 12.978414400015026 34 True True 2020arm 1.638 3.2686694444444444 SNIa 0.044 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 1.638 3.2686694444444444 TNS 2020arm ZTF20aahirkk 2020arm SNIa 0.044 -0.0918281383724846 0.1685698525588144 -0.03152194681682019 0.03190176884859497 0.1685698525588144 0.3191445030794924 11.579758320104311 11.579758320104311 1.3986560799107153 1.3986560799107153 58885.0999305998 58872.153194400016 17.040593070539646 17.040593070539646 17.21101249725674 0.5946783809745133 1.3250121838780995 1.499382784631347 1.6384146012862248 3.26871562763494 0.00112029795269597 17.654668198045492 18.296762802489994 17.8702464051044 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.3250121838780995 1.499382784631347 1.6384146012862248 3.26871562763494 0.00112029795269597 17.654668198045492 18.296762802489994 17.8702464051044 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 12.946736199781299 1.499382784631347 1.3250121838780995 0.4265163973855941 1.1315992432936672 1.2561697319503473 0.6592339078476606 False 0.044 Inputed -19.262844754209624 -19.433264180926717 """""" """""" """"""
-0.19189185315359397 0.26209865860012305 -6.3980927575949185 17.60635561565103 4377.163396969601 208.06876223657497 18 15 15 62.996284699998796 24 True True 2019ugo 181.6247083333333 16.104780555555557 SNIa 0.065 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 181.6247083333333 16.104780555555557 TNS 2019ugo ZTF19acmywjc 2019ugo SNIa 0.065 0.3306816585781185 0.6905881494110027 0.4143357606091307 0.5020998804288794 0.6905881494110027 0.89748261851717 10.589824151397599 10.589824151397599 52.406460548601196 52.406460548601196 58802.55539349979 58792.54554399988 17.55553648968588 17.55553648968588 18.700136316767267 1.5197934074948722 2.042873429365963 15.296328372234354 181.622875885859 16.10864764866125 0.006256049803361585 15.582236112514138 16.577811294606924 15.923872928681373 0.9800000000000001 """""" """""" """""" """""" 1 False True all False False 0 0.7 11.19589472907193 181.621492268225 16.1051337382945 0.709263303344516 23.42578604530811 24.583612370343207 23.27637638255119 0.5 False False 0.3 0.7 1.5 0.02 8 3 10.00984949991107 15.296328372234354 2.042873429365963 0.6539383659255513 7.48765349451033 -0.9777251950789569 -2.7762633880858942 False 0.065 Inputed -18.631656192194136 -19.77625601927552 """""" """""" """"""
-0.1832352045093286 0.14790226720761618 -6.510283132175395 18.51921317859939 5428.323746141643 69.14837843320245 83 53 53 43.886527800001204 42 True True 2021gma 241.36574583333328 57.957886111111115 SNIa 0.065 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 241.36574583333328 57.957886111111115 TNS 2021gma ZTF19abvzwlq 2021gma SNIa 0.065 0.09176207804547332 1.230362821532573 0.3184716289492471 0.5808826633397892 1.230362821532573 2.0821020573855336 13.80540528273532 13.80540528273532 30.081122517265882 30.081122517265882 59302.34376160009 59292.45840279991 18.00581950354704 18.00581950354704 18.023515798174063 1.4614140716907107 1.502634275736605 0.03179487582904772 241.365738483837 57.9578781865471 0.00017489523767244552 15.244183452117444 16.431059683085678 15.638619271137713 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.502634275736605 0.03179487582904772 241.365738483837 57.9578781865471 0.00017489523767244552 15.244183452117444 16.431059683085678 15.638619271137713 0.975 False False 0.3 0.7 1.5 0.02 8 3 9.885358800180256 0.03179487582904772 1.502634275736605 0.7924404119479647 0.021159424047785404 -1.574759820461363 -2.38489652703635 False 0.065 Inputed -19.30827671078734 -19.32597300541436 """""" """""" """"""
-0.07955094761624339 0.43662466641834125 -9.279805111727425 18.72998743647211 5714.811088864255 112.97618761719934 22 13 13 45.95253469981253 59 True True 2019bgu 149.31393065 32.00156117 SLSN-I 0.148 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 149.31393065 32.00156117 TNS 2019bgu ZTF19aaknqmp 2019bgu SLSN-I 0.148 0.0025986710003422786 0.583577643885203 0.1286789196057434 0.26695469774900715 0.583577643885203 0.9601432441921496 19.05961430771598 19.05961430771598 26.892920392096553 26.892920392096553 58556.20342590008 58538.28099540016 18.63672825472183 18.73799707440515 18.63672825472183 0.685380521940765 1.149448390272343 1.1621695451827687 149.313946789827 32.00188370459125 0.00487720277351722 20.03313310689479 20.503372722559572 20.215017920259235 0.9650000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.149448390272343 1.1621695451827687 149.313946789827 32.00188370459125 0.00487720277351722 20.03313310689479 20.503372722559572 20.215017920259235 0.9650000000000001 False False 0.3 0.7 1.5 0.02 8 3 17.922430499922484 1.1621695451827687 1.149448390272343 0.2883548023003364 1.0110671823268305 1.7653756481544214 1.5782896655374046 False 0.148 Inputed -20.518685950241117 -20.417417130557798 """""" """""" """"""
-0.16067006042402684 0.25211839333615843 -4.549866092761361 17.953208826290695 4802.442800145171 100.58290428408371 75 14 14 67.96034719981253 37 True True 2020dbd 142.98867791666 33.209666416666 SNII 0.042335 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 142.98867791666 33.209666416666 TNS 2020dbd ZTF20aapjiwl 2020dbd SNII 0.042335 0.20290909182508798 0.9685498739006597 0.3670533518558301 0.5484326736282981 0.9685498739006597 1.4760478594308353 16.03492021396236 16.03492021396236 51.92542698585017 51.92542698585017 58912.217523099855 58900.20842589997 17.61595988635739 17.692896255438566 17.61595988635739 7.910403217083534 2.892933406785612 9.418975318299257 142.99107542111352 33.21134623761875 0.013013719876721952 17.496287796748874 17.838594826397895 17.596535516783 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.892933406785612 9.418975318299257 142.99107542111352 33.21134623761875 0.013013719876721952 17.496287796748874 17.838594826397895 17.596535516783 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 12.009097199887037 9.418975318299257 2.892933406785612 0.24205930961489486 3.2558562517223106 0.14569857095932903 -0.01942436957439142 False 0.042335 Inputed -18.77326480066461 -18.696328431583435 """""" """""" """"""
-0.009739199112044215 0.367964648117841 -14.605231204410845 19.225593340998376 4644.592209926812 182.5100594800157 57 33 33 64.9096991000697 41 True False 2020zjk 80.50011666666664 -7.189094444444445 SNIIP 0.0368 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 80.50011666666664 -7.189094444444445 TNS 2020zjk ZTF20acptgfl 2020zjk SNIIP 0.0368 0.3137308570908388 0.7255769354747628 0.4084659555739627 0.5085294657100441 0.7255769354747628 0.9668736925768968 104.04448524289722 104.04448524289722 -39.13478614282752 -39.13478614282752 59181.33560189977 59165.33995370008 19.0148745981709 19.276286730953046 19.0148745981709 0.5800547392614355 5.391554709726495 12.443139661259563 80.5004065 -7.19253889 0.0037089816727055025 14.78939417219162 15.494338079452515 14.943416893959045 1.0 """""" """""" """""" """""" 2 False True all False False 0 1.1162145339342893 2.233119896728858 80.49964564 -7.18868653 0.006407748722641604 19.857456535243987 20.4690359834671 20.282434808540344 0.95 False False 0.3 0.7 1.5 0.02 8 3 15.995648199692369 12.443139661259563 5.391554709726495 0.5509211854934701 2.3078945371382096 -3.7819486515005316 -4.071457704211854 False 0.0368 Inputed -17.067183299417476 -16.805771166635328 """""" """""" """"""
-0.2708451300524974 0.4872765626600156 -8.001882282957858 17.55210609310415 6184.1432337874285 211.54197338403253 36 13 13 9.85193290002644 152 True False 2019kct 297.71460208333 -6.297679305555 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 297.71460208333 -6.297679305555 TNS 2019kct ZTF19abcptta 2019kct CV 0.0 -0.15415009869266072 0.09526360632415276 -0.09650099908811782 -0.03579430717726595 0.09526360632415276 0.23999511252966954 -5.3475114014261855 -5.3475114014261855 15.199444301452626 15.199444301452626 58665.4834838002 58665.4834838002 17.48848269515972 17.48848269515972 17.946711944832742 1.9712702678747798 0.7 6.4769206979457525 297.71280002 -6.29784832 0.32966688580155157 23.3425763048172 23.618995403957367 25.368197724819183 0.5 """""" """""" """""" """""" 3 False True all False False 0 0.7167126252324856 4.262120485858427 297.71348131 -6.29727849 0.018887971366603695 20.357908789348603 22.401255008602142 20.947341295814514 0.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.0 0.0 0.0 0.0 6.151517304840279 5.323288055167257 True 0.0 Inputed """""" """""" """""" """""" """"""
-0.19915745474925092 0.2086232402267527 -8.135719145555688 16.551841241996552 5856.668245294635 166.8746529395796 87 72 72 74.866087900009 77 True False 2020tfg 81.70219583333332 50.71783888888889 SNIa 0.023 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 81.70219583333332 50.71783888888889 TNS 2020tfg ZTF20abzcsbt 2020tfg SNIa 0.023 -0.0736721730590233 0.27476372094761814 0.005345421366886427 0.08958987548284725 0.27476372094761814 0.4839609057942944 12.65860492826053 12.65860492826053 62.207482971748476 62.207482971748476 59117.42961810017 59104.50457180012 15.892695489588327 15.892695489588327 16.075373660224493 3.099169026002488 2.4875870627236685 1.8917090464683928 81.70287018 50.71753257 0.0023266188322212944 17.14712126016617 23.64 17.364878164672852 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 1.413395952448359 81.70260491 50.71754383 0.023765629747987904 22.81 17.73598605594635 23.27 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.925046300049871 1.8917090464683928 2.4875870627236685 6.275121835327148 0.7604594326829925 7.747304510411674 1.2895045044483595 False 0.023 Inputed -18.978658309020357 -19.161336479656523 """""" """""" """"""
-0.059557204441247624 0.5570157508360454 -3.7965770842129807 19.302172333569608 6316.853577319295 232.21333706766012 69 41 41 68.89694450004026 52 True True 2021kty 214.70319166666664 15.014119444444445 SLSN-I 0.159 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 214.70319166666664 15.014119444444445 TNS 2021kty ZTF21aavdqgf 2021kty SLSN-I 0.159 -0.20370217500888899 0.011194166034556474 -0.15372927630276934 -0.10131385977173935 0.011194166034556474 0.134536868359163 35.00735512844861 35.00735512844861 33.889589371591654 33.889589371591654 59338.31616900023 59309.33744210005 18.723623743176073 18.723623743176073 18.989224810364266 2.6796829701989053 1.1225862558569955 0.376557094262449 214.7030978708695 15.01406715914105 0.0020702056187730244 19.228775476324557 19.676488101900816 19.520835073162914 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.1225862558569955 0.376557094262449 214.7030978708695 15.01406715914105 0.0020702056187730244 19.228775476324557 19.676488101900816 19.520835073162914 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 28.978726900182664 0.376557094262449 1.1225862558569955 0.15565302873790188 0.3354371143400299 0.9528643587247423 0.5316102627986474 False 0.159 Inputed -20.326182485200103 -20.591783552388296 """""" """""" """"""
-0.1544487322276877 0.32692542036317784 -27.536905364490227 15.268201565643391 6035.709383651612 188.96375750288874 38 24 24 61.96655090013519 21 True True 2019bka 176.10757999999 19.7132325 SNIa 0.024 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 176.10757999999 19.7132325 TNS 2019bka ZTF19aamgypy 2019bka SNIa 0.024 0.014822244628005521 0.33981952310892893 0.08948779520187244 0.1684233216883939 0.33981952310892893 0.5305140093633227 -20.298107154525017 -20.298107154525017 82.2646580546602 82.2646580546602 58556.33612270001 58556.33612270001 15.6231571550926 15.6231571550926 15.801452503143805 14.786855363221871 1.4083532111223405 6.554473030496491 176.1094015680865 19.7138443300286 0.017102900092630935 19.011258774374724 20.33368919077158 19.51031180562019 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.4083532111223405 6.554473030496491 176.1094015680865 19.7138443300286 0.017102900092630935 19.011258774374724 20.33368919077158 19.51031180562019 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 0.0 6.554473030496491 1.4083532111223405 0.8233773851513888 4.6539980018742035 4.71053203567898 3.7088593024763856 False 0.024 Inputed -19.345543134771255 -19.523838482822462 """""" """""" """"""
-0.11248637933726141 0.4286526810151868 -7.835849970918403 18.6236029117387 5121.118307772879 70.1761841965759 19 15 15 31.006365700159222 53 True True 2019gtp 190.28729374999 -5.193929222222 SNIa 0.074 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 190.28729374999 -5.193929222222 TNS 2019gtp ZTF19aawudku 2019gtp SNIa 0.074 0.2063271938566018 1.4087062115077345 0.4473972008177789 0.7251533748377916 1.4087062115077345 2.2996926871792027 13.741869258400854 13.741869258400854 17.264496441758368 17.264496441758368 58651.231955999974 58637.185000000056 18.439173401877394 18.569129493605182 18.439173401877394 0.8565496036618906 1.2641881519472307 9.072168615531377 190.28656436456652 -5.196342310457595 0.003287430090470167 16.100734937075973 17.39751814195275 16.47949925245881 0.9400000000000001 """""" """""" """""" """""" 2 False True all False False 0 0.6644013202906583 5.809087931033379 190.286640313226 -5.19245262538834 0.09442673618175224 21.786876806155444 22.59686475458622 21.692068059282303 0.025 False False 0.3 0.7 1.5 0.02 8 3 14.046955999918282 9.072168615531377 1.2641881519472307 0.9180188894939398 7.176280367410107 -1.1716113516524302 -1.959674149418582 False 0.074 Inputed -19.178598871581972 -19.048642779854184 """""" """""" """"""
-0.11516096980733233 0.45213025770585 -3.141028973374488 19.310084935758738 6025.530210447582 150.21889340240054 131 75 75 40.98802080005407 44 True False 2020oqy 309.44095416666664 69.91903333333333 SNIa 0.135 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 309.44095416666664 69.91903333333333 TNS 2020oqy ZTF20abgjbpj 2020oqy SNIa 0.135 -0.14332521676412924 0.22673602200402954 -0.06045052834793907 0.028627085546581554 0.22673602200402954 0.4538289505441142 12.709879486937876 12.709879486937876 28.278141313116198 28.278141313116198 59025.32728009997 59016.36920139985 18.902851198406232 18.902851198406232 18.97989703208632 0.41373733034229954 0.7 10.673569341541908 309.44829987 69.92059213 0.3115923130566679 21.974837425136567 24.38334104232788 23.911565120506285 0.5 """""" """""" """""" """""" 2 False True all False False 0 0.7880489147777936 3.523122382058555 309.44380421 69.91902014 0.00888385045733675 19.760708320808412 22.171704579544066 21.348176967620848 0.0 False False 0.3 0.7 1.5 0.02 8 3 8.958078700117767 0.0 0.0 0.0 0.0 4.737148801593769 4.290102967913679 True 0.135 Inputed -19.970611920807002 -20.04765775448709 """""" """""" """"""
-0.07468636320538662 0.34133026255035226 -13.005899875395162 18.990009923700704 3388.970872561937 241.72113432548974 14 14 14 30.020439899992198 36 True True 2020zkx 169.63266666666664 6.741344444444445 SNIIP 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 169.63266666666664 6.741344444444445 TNS 2020zkx ZTF20acnvtxy 2020zkx SNIIP 0.03 0.8763172776834267 1.2763822482870282 0.9705393720258115 1.0685373690441793 1.2763822482870282 1.5009450624999872 1.3863494241162009 1.3863494241162009 28.634090475875997 28.634090475875997 59165.48444439983 59165.48444439983 18.752325704056794 19.804047076268645 18.752325704056794 0.7129412923226397 4.701788954979771 6.5370520449833025 169.63443515283 6.74088308356609 0.00794063213564944 16.749582912009956 17.265987061696052 16.986638882389066 0.9550000000000001 """""" """""" """""" """""" 0 False True all False False 0 4.701788954979771 6.5370520449833025 169.63443515283 6.74088308356609 0.00794063213564944 16.749582912009956 17.265987061696052 16.986638882389066 0.9550000000000001 False False 0.3 0.7 1.5 0.02 8 3 0.0 6.5370520449833025 4.701788954979771 0.27934817930698586 1.3903329365857144 -2.5380600145725936 -1.7656868216677282 False 0.03 Inputed -16.882471749568534 -15.830750377356685 """""" """""" """"""
-0.13441352780954474 0.31052609071559834 -9.289177078483503 18.620251745852208 4818.250916726864 231.1622137047941 32 12 12 46.89802090032026 89 True True 2020qxr 271.35202083333326 24.48428888888889 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 271.35202083333326 24.48428888888889 TNS 2020qxr ZTF20abqnctf 2020qxr SNIa 0.08 0.18988785782853768 0.48412471716568106 0.25868500989689025 0.33058654251599506 0.48412471716568106 0.6513878700981373 12.362589576026947 12.362589576026947 34.53543132429331 34.53543132429331 59081.204699099995 59068.25359949982 18.29864177295648 18.73406807524881 18.29864177295648 1.2708721020904201 3.4502956999662566 4.624058176689856 271.3526039864695 24.485458583425952 0.004434835603509213 16.825977305328845 18.046694825797083 17.273523772726058 1.0 """""" """""" """""" """""" 2 False True all False False 0 0.7 3.020037447291415 271.352403741012 24.4850519866216 0.01850637677715372 21.122384232444762 22.54004956295967 21.4387857366848 0.02 False False 0.3 0.7 1.5 0.02 8 3 12.951099600177258 4.624058176689856 3.4502956999662566 0.7731710530710245 1.340191849856544 -0.6873732494517277 -1.025118000230421 False 0.08 Inputed -19.4912922491149 -19.055865946822568 """""" """""" """"""
-0.16730731203743068 0.1931220723399245 -10.96329677463704 17.195375934310924 5315.912067849995 101.72042234574306 42 27 27 61.04620369989425 40 True True 2019wps 353.32212499999997 30.839580555555553 SNIa 0.03178 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 353.32212499999997 30.839580555555553 TNS 2019wps ZTF19acykjcw 2019wps SNIa 0.03178 0.14289315823025817 0.8696943028944801 0.29876749045299533 0.47098212494370273 0.8696943028944801 1.3508959534894416 13.890079457566614 13.890079457566614 47.156124242327635 47.156124242327635 58846.11344909994 58831.08888889989 16.711336778860293 16.80856846325418 16.711336778860293 6.358842420192505 3.3676706536526457 4.690565766524618 353.32119556741895 30.8406105148602 0.0009035804176434903 14.761516994285584 15.530921254153252 14.991815732569695 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.3676706536526457 4.690565766524618 353.32119556741895 30.8406105148602 0.0009035804176434903 14.761516994285584 15.530921254153252 14.991815732569695 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.024560200050473 4.690565766524618 3.3676706536526457 0.5391055215835578 1.3928219974352696 -1.2776472091009268 -1.7195210462905983 False 0.03178 Inputed -19.049579342323998 -18.952347657930112 """""" """""" """"""
-0.0010646230949331223 0.43405424934532694 -8.000692136833539 17.393259222607323 5312.400436998541 158.3841925108277 51 39 39 60.88785880012438 109 True False 2020tdm 272.0803374999999 16.60401388888889 SNII 0.02723 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 272.0803374999999 16.60401388888889 TNS 2020tdm ZTF20abzoaas 2020tdm SNII 0.02723 0.06009259925867383 0.4697496737217435 0.1527706781370739 0.2517296260855666 0.4697496737217435 0.7168447997914917 778.8038660325371 778.8038660325371 -717.9160072324128 -717.9160072324128 59111.13290510001 59108.25437500002 17.342069656167176 17.342069656167176 17.403237983141103 2.9066309216278694 3.884280027740207 0.09298633603762717 272.0803622 16.60400355 0.0010392774181201547 15.09028408689499 15.62716444387436 15.188599380683899 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.884280027740207 0.09298633603762717 272.0803622 16.60400355 0.0010392774181201547 15.09028408689499 15.62716444387436 15.188599380683899 1.0 False False 0.3 0.7 1.5 0.02 8 3 2.8785300999879837 0.09298633603762717 3.884280027740207 0.4385650631904614 0.023939143257836814 -1.7149052122928161 -2.214638602457205 False 0.02723 Inputed -18.019696146210592 -18.08086447318452 """""" """""" """"""
-0.5336703650190749 0.5048792584447472 -8.13074188423202 16.81302683796673 8430.646484614092 217.35460755806028 19 6 6 10.021354099735618 52 True False 2019rll 32.47364999999999 36.09281666666667 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 32.47364999999999 36.09281666666667 TNS 2019rll ZTF19acblrbx 2019rll CV 0.0 -0.4646687920304551 -0.2940242303754559 -0.42541255571942216 -0.3839521983595766 -0.2940242303754559 -0.19408205956564473 -6.850108715744085 -6.850108715744085 16.871462815479703 16.871462815479703 58756.40336810006 58756.40336810006 17.32596375245297 17.32596375245297 18.88392641298607 27.902747257169285 0.9629270174160524 2.356795545309326 32.47433054 36.09317188 0.03126047771554041 22.05661586060524 22.29088327770233 23.534878732681275 0.775 """""" """""" """""" """""" 0 False True all False False 0 0.9629270174160524 2.356795545309326 32.47433054 36.09317188 0.03126047771554041 22.05661586060524 22.29088327770233 23.534878732681275 0.775 False False 0.3 0.7 1.5 0.02 8 3 0.0 2.356795545309326 0.9629270174160524 -1.2439954549789434 2.4475328894952213 4.9649195252493605 4.650952319695204 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.128379386416387 0.3087903699900706 -8.77572966812792 18.642088089583545 5923.200109933801 95.55532975503507 18 9 9 41.97802080027759 35 True True 2019bik 177.47562666666 8.5658921111111 SNIa 0.0777 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 177.47562666666 8.5658921111111 TNS 2019bik ZTF19aaknvlv 2019bik SNIa 0.0777 -0.0323900837158142 0.6599467463234525 0.11387066060957096 0.27705085716751654 0.6599467463234525 1.1292757296084233 8.371579406867303 8.371579406867303 33.606441393410286 33.606441393410286 58546.2906944002 58538.29666669993 18.099791134078238 18.099791134078238 18.44657795285644 4.738912317633336 1.5572449724477335 1.353584171078756 177.47600690114598 8.565890727129105 0.00027132238108451556 15.500638523721694 16.371304022306205 15.846531495122909 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.5572449724477335 1.353584171078756 177.47600690114598 8.565890727129105 0.00027132238108451556 15.500638523721694 16.371304022306205 15.846531495122909 0.975 False False 0.3 0.7 1.5 0.02 8 3 7.994027700275183 1.353584171078756 1.5572449724477335 0.5247725271832966 0.8692172362265802 -1.7284871117720328 -2.600046457733532 False 0.0777 Inputed -19.278916050804412 -19.625702869582614 """""" """""" """"""
-0.15894529573580002 0.2886814750992141 -3.6447821336920567 18.258730602057945 5791.460197151479 67.82709622693858 19 14 14 46.95681709982455 70 True True 2019bjp 231.69454999999 18.751337111111 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 231.69454999999 18.751337111111 TNS 2019bjp ZTF19aaktpns 2019bjp SNIa 0.09 -0.05283931023061683 0.9995991859234152 0.15455757516948765 0.39625978072236734 0.9995991859234152 1.7977555454446552 12.18874654211655 12.18874654211655 34.768070557708 34.768070557708 58547.41657410003 58539.39976850012 17.837666809118222 17.837666809118222 18.084374910310775 1.5978169205361579 3.4664233451322617 38.589061049901005 231.68850480563452 18.7422744862582 0.016623004545844533 14.488483177306652 15.753946778998374 14.905015705711842 0.9800000000000001 """""" """""" """""" """""" 28 True True all False False 0 1.1306240161432577 0.7131472856061122 231.6943602582955 18.75125368070345 0.0004058320491512335 16.976173237469197 18.100486924977304 17.349406414260862 0.9850000000000001 False False 0.3 0.7 1.5 0.02 8 3 8.016805599909276 38.589061049901005 3.4664233451322617 0.8489310732865327 11.132241278056773 -2.0837200301198475 -3.179359204598933 False 0.09 Inputed -19.96600973486846 -20.212717836061014 """""" """""" """"""
-0.14505309730440963 0.2596968905565258 -4.893857857137515 18.54040253504953 5750.783374973617 177.45900368568647 93 77 77 58.86556709976867 38 True False 2019uiq 46.371599999999994 23.522716666666664 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 46.371599999999994 23.522716666666664 TNS 2019uiq ZTF19acoaoty 2019uiq SNIa 0.08 -0.07740753210818596 0.24671888758761185 -0.003481227143950605 0.07504349690727707 0.24671888758761185 0.4393571664717477 16.286941711858688 16.286941711858688 42.57862538790998 42.57862538790998 58802.18987269979 58790.30387730012 18.008822298080418 18.008822298080418 18.153136702477628 0.791352403442649 1.509594486078946 1.0505687929096936 46.37141835 23.52247704 0.001026301385637307 17.411093516874313 17.609287041950225 17.540723589992524 0.9400000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.509594486078946 1.0505687929096936 46.37141835 23.52247704 0.001026301385637307 17.411093516874313 17.609287041950225 17.540723589992524 0.9400000000000001 False False 0.3 0.7 1.5 0.02 8 3 11.885995399672538 1.0505687929096936 1.509594486078946 0.06856345195770075 0.6959278154482825 -0.3995352561301928 -0.612413112485104 False 0.08 Inputed -19.63679731959375 -19.78111172399096 """""" """""" """"""
-0.13492786955933983 0.1911806613014579 -10.555333918589382 18.283974019228882 5328.394979354744 92.541988444977 44 31 31 57.96951390011236 44 True True 2020hvy 212.28499166666663 65.8019361111111 SNIa 0.0678 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 212.28499166666663 65.8019361111111 TNS 2020hvy ZTF20aavfwdo 2020hvy SNIa 0.0678 0.14883470604616988 0.9672828995602387 0.32173539106467786 0.5145887850549187 0.9672828995602387 1.5232040200739405 12.708640451612466 12.708640451612466 45.26087344849989 45.26087344849989 58973.2900231001 58962.28842590004 17.830080599062555 17.90164580377515 17.830080599062555 4.5761917314145 1.8242738865963473 1.8505740309716758 212.285287347014 65.80243566816759 0.0005000776566538301 15.815334929420054 16.76797537473381 16.19214036194861 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.8242738865963473 1.8505740309716758 212.285287347014 65.80243566816759 0.0005000776566538301 15.815334929420054 16.76797537473381 16.19214036194861 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 11.001597200054675 1.8505740309716758 1.8242738865963473 0.5758350127851983 1.014416774020922 -1.1336704290413415 -1.6379402371139449 False 0.0678 Inputed -19.59466940676472 -19.523104202052124 """""" """""" """"""
-0.12772339367235508 0.21989285794327118 -13.191009869891019 17.634487610134254 4150.627849149825 179.75979911431173 80 60 60 74.98427079990506 53 True True 2021kww 201.99641666666665 24.381919444444446 SNIIb 0.023 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 201.99641666666665 24.381919444444446 TNS 2021kww ZTF21aayfnjz 2021kww SNIIb 0.023 0.5014466854207136 0.9658793896740221 0.6083322338784356 0.7211851213992375 0.9658793896740221 1.237858282899058 23.642706910469172 23.642706910469172 51.34156388943589 51.34156388943589 59359.21388889989 59334.23872689996 17.103325988941357 17.496197892096355 17.103325988941357 4.484655856856398 1.7097095682527952 1.626038755555532 201.99691050133248 24.381878213037602 0.002649037457963521 18.214553715333345 18.39860390345931 18.24786515965134 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.7097095682527952 1.626038755555532 201.99691050133248 24.381878213037602 0.002649037457963521 18.214553715333345 18.39860390345931 18.24786515965134 1.0 False False 0.3 0.7 1.5 0.02 8 3 24.975161999929696 1.626038755555532 1.7097095682527952 0.15073874380797037 0.9510613882901943 0.902406011362956 1.144539170709983 False 0.023 Inputed -17.950705980303493 -17.557834077148495 """""" """""" """"""
-0.10565641532094276 0.4337088797139768 -3.431307524612608 18.937038531760294 5549.764976153295 83.59447977613411 16 13 13 23.98023149976507 49 True True 2019gte 196.66426791666 -1.548449805555 TDE 0.086 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 196.66426791666 -1.548449805555 TNS 2019gte ZTF19aavxfib 2019gte TDE 0.086 -0.013314157215596367 0.8157408084655984 0.1577974040086687 0.35152330815222044 0.8157408084655984 1.3998648389328388 13.499238855872917 13.499238855872917 10.48099264389215 10.48099264389215 58643.23428239999 58634.21032410022 18.689236177821893 18.79291558417341 18.689236177821893 1.6355466363533642 1.505738704968467 0.46486504288272057 196.664146365802 -1.54840609603854 0.00025744530195304094 15.716770460895896 16.964900132334233 16.097819073963166 0.9649999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.505738704968467 0.46486504288272057 196.664146365802 -1.54840609603854 0.00025744530195304094 15.716770460895896 16.964900132334233 16.097819073963166 0.9649999999999999 False False 0.3 0.7 1.5 0.02 8 3 9.023958299774677 0.46486504288272057 1.505738704968467 0.8670810583710669 0.3087288925686849 -1.8280154518391782 -2.5914171038587277 False 0.086 Inputed -19.26056726182867 -19.15688785547715 """""" """""" """"""
-0.1530004685405948 0.48259291830135265 0.780156928065285 15.649595956567651 5496.784989498273 414.7667352744985 29 12 12 28.993101799860597 76 True True 2021pc 18.520083333333332 -1.740138888888889 SNIa 0.016348 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 18.520083333333332 -1.740138888888889 TNS 2021pc ZTF21aabpszb 2021pc SNIa 0.016348 -0.05724275912927013 0.07425709792581259 -0.025629986179138697 0.006813642951669863 0.07425709792581259 0.1452168720792244 15.493156593817691 15.493156593817691 13.499945206042906 13.499945206042906 59231.11086810008 59221.159826400224 15.63684692460696 15.63684692460696 16.01475751843555 4.296856105052537 6.3824451120585035 13.22425341383826 18.517147735322048 -1.7423488924996802 0.0022592920054868015 13.846526005915404 14.643474375593662 14.155346751128436 0.9949999999999999 """""" """""" """""" """""" 11 False True all False False 0 0.7 1.1277003531001621 18.5198739914466 -1.7399057751738152 0.015174455163086464 22.48053592215061 21.70357069258213 18.583410944029094 0.5 False False 0.3 0.7 1.5 0.02 8 3 9.951041699852794 13.22425341383826 6.3824451120585035 0.4881276244652266 2.0719729165948277 -0.9933725490132979 -1.859410767307116 False 0.016348 Inputed -18.294287816762257 -18.67219841059085 """""" """""" """"""
-0.15073243447772108 0.17488831334627022 -4.963502735817303 17.74252157919557 5943.940436639717 89.795138352398 86 53 53 71.89184030005708 62 True True 2020sag 328.1597708333333 7.230802777777778 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 328.1597708333333 7.230802777777778 TNS 2020sag ZTF20abwcnhm 2020sag SNIa 0.04 -0.08417894423912742 0.6333819915832919 0.06549482962374498 0.23384244377711383 0.6333819915832919 1.1298206345307804 20.641854880822255 20.641854880822255 51.24998541923483 51.24998541923483 59099.37379630003 59085.33600689983 17.129008449799887 17.129008449799887 17.2626988886021 3.8726319521591104 0.9610001722055918 1.035324147447229 328.160040912584 7.23090728057904 0.0038820582077638832 20.16767817988753 20.595765108726027 20.388716806707382 0.9833333333333333 """""" """""" """""" """""" 0 False True all False False 0 0.9610001722055918 1.035324147447229 328.160040912584 7.23090728057904 0.0038820582077638832 20.16767817988753 20.595765108726027 20.388716806707382 0.9833333333333333 False False 0.3 0.7 1.5 0.02 8 3 14.03778940020129 1.035324147447229 0.9610001722055918 0.2070483020186451 1.0773402309294662 3.4667566589261405 3.1260179181052834 False 0.04 Inputed -19.00210599887932 -19.13579643768153 """""" """""" """"""
-0.06013856009813347 0.42100793748538723 -12.927764246153984 18.0714172961127 4535.655044101173 121.89117428458545 31 25 25 31.94962969981134 37 True True 2020hvn 169.9081125 30.112066666666667 SNII 0.02344 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 169.9081125 30.112066666666667 TNS 2020hvn ZTF18aawpwlf 2020hvn SNII 0.02344 0.39956480237239234 1.0836371925669468 0.550693460447981 0.7145060562334251 1.0836371925669468 1.514605557761854 9.41850836394983 9.41850836394983 22.53112133586151 22.53112133586151 58970.205196800176 58962.24409720022 17.9250753827193 18.187541763629458 17.9250753827193 0.7350084248043198 2.1699812022649287 1.1474274448144193 169.9083501906215 30.111823126539 0.0006167963955315825 15.847091945844888 16.65313866345525 16.12397929896712 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.1699812022649287 1.1474274448144193 169.9083501906215 30.111823126539 0.0006167963955315825 15.847091945844888 16.65313866345525 16.12397929896712 1.0 False False 0.3 0.7 1.5 0.02 8 3 7.961099599953741 1.1474274448144193 2.1699812022649287 0.5291593644881267 0.5287729882714127 -1.5344031001742096 -1.801096083752178 False 0.02344 Inputed -17.170346130359885 -16.907879749449727 """""" """""" """"""
-0.11380263952376757 0.5242150627430104 -4.21309998946737 18.485884944816203 5723.771882747908 211.33944521118008 27 14 14 25.00010420009494 40 True True 2019kcv 216.43574291666 -3.233026305555 SNIa 0.073011 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 216.43574291666 -3.233026305555 TNS 2019kcv ZTF19abddqhy 2019kcv SNIa 0.073011 -0.08113456644299077 0.184923203826326 -0.01955952591151089 0.04522733967886694 0.184923203826326 0.33896128167362605 17.44032212664245 17.44032212664245 7.5597820734524905 7.5597820734524905 58677.17054399988 58661.19232639996 18.27810555951742 18.27810555951742 18.37221296413818 0.49288200043663005 1.135086255619243 9.531710913645629 216.4366042191195 -3.230522145477795 0.00151877591037064 14.979089928097725 16.144632108345032 15.28283404504776 0.34500000000000003 """""" """""" """""" """""" 0 False True all False False 0 1.135086255619243 9.531710913645629 216.4366042191195 -3.230522145477795 0.00151877591037064 14.979089928097725 16.144632108345032 15.28283404504776 0.34500000000000003 False False 0.3 0.7 1.5 0.02 8 3 15.978217599913478 9.531710913645629 1.135086255619243 0.8617980632972717 8.397345018018592 -2.1334734511723887 -3.089378919090418 False 0.073011 Inputed -19.215864861646523 -19.30997226626728 """""" """""" """"""
-0.15162958494547452 0.27708502506415306 -17.70865526011274 18.207064832039777 4917.201455760596 162.55833918411366 10 10 10 30.013645799830556 52 True True 2021ngi 352.8869291666666 -9.063333333333334 SNIa 0.091 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 352.8869291666666 -9.063333333333334 TNS 2021ngi ZTF21abgdngg 2021ngi SNIa 0.091 0.2671033871115398 0.7230236516100419 0.3708465760489261 0.4811970408212467 0.7230236516100419 0.9953939221448103 -9.244404232414873 -9.244404232414873 39.25805003224543 39.25805003224543 59378.4267477002 59378.4267477002 18.295002141522342 18.295002141522342 18.544126035339037 3.8643981948151516 0.7985118417770849 3.595349642066516 352.8878754396045 -9.063685762353856 0.013657802425711574 20.27956334979415 20.515789341521263 20.757027644058468 0.9428571428571428 """""" """""" """""" """""" 1 False True all False False 0 0.9338435906911086 2.974812826338253 352.8876370896045 -9.063773917353855 0.014363040903571989 20.644628242030144 20.680333353447914 20.61994796580553 0.9571428571428572 False False 0.3 0.7 1.5 0.02 8 3 0.0 3.595349642066516 0.7985118417770849 -0.24123830253720513 4.502562709733997 2.22078719999892 2.212901608719431 False 0.091 Inputed -19.530715296983576 -19.77983919080027 """""" """""" """"""
-0.14968500115121022 0.24148555109295355 -7.133876524649686 18.29979050825086 5885.642548712203 101.03266555260853 126 62 62 73.8021065001376 56 True False 2020thn 1.7338208333333331 45.09163055555556 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 1.7338208333333331 45.09163055555556 TNS 2020thn ZTF20abzjvse 2020thn SNIa 0.08 -0.05187540852341144 0.5852750726328715 0.08386895618452073 0.23450946801538208 0.5852750726328715 1.011081482405924 17.325372021859664 17.325372021859664 56.47673447827793 56.47673447827793 59121.284594899975 59106.31825229991 17.709568212666426 17.709568212666426 17.833463501334176 3.8599816527814217 3.867808980758595 11.248165769072171 1.73185706 45.0888305 0.0048559715385732005 15.63805276966095 16.15415560836792 15.946669452619552 1.0 """""" """""" """""" """""" 2 False True all False False 0 0.898934223873333 6.030836985431173 1.7318599 45.09257393 0.0044617879322090825 17.564629375505447 18.07841258497238 17.64925304236412 0.0 False False 0.3 0.7 1.5 0.02 8 3 14.96634260006249 11.248165769072171 3.867808980758595 0.20748615574836649 2.90814924548473 -1.5554126042985068 -1.8867940487146235 False 0.08 Inputed -19.956470520737202 -20.080365809404952 """""" """""" """"""
-0.18143321544084062 0.23233112226302685 -6.814389510619057 18.103918853457966 6725.898597494272 102.35080586864558 25 21 21 62.96188660012558 34 True True 2020hya 171.8630833333333 7.069169444444444 SNIa 0.064 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 171.8630833333333 7.069169444444444 TNS 2020hya ZTF20aavpnqt 2020hya SNIa 0.064 -0.21777938473297453 0.3257231300573551 -0.10248414770527603 0.025824595439996045 0.3257231300573551 0.6910795831226721 13.209981345087867 13.209981345087867 49.75190525503771 49.75190525503771 58974.18883100012 58962.20924769994 17.378642427909377 17.378642427909377 17.742453870236428 3.6755431507571132 1.2040876697740257 2.4669193107469747 171.86239414547248 7.0692117399341 0.007913475522309588 19.905066482732295 20.665656261868477 20.12980475135565 0.95625 """""" """""" """""" """""" 0 False True all False False 0 1.2040876697740257 2.4669193107469747 171.86239414547248 7.0692117399341 0.007913475522309588 19.905066482732295 20.665656261868477 20.12980475135565 0.95625 False False 0.3 0.7 1.5 0.02 8 3 11.979583300184458 2.4669193107469747 1.2040876697740257 0.5358515105128276 2.0487871212981923 3.287013833959101 2.3873508811192217 False 0.064 Inputed -19.55517801344014 -19.918989455767193 """""" """""" """"""
-0.20170070138178048 0.22917016726893022 -9.237941553018137 17.167269373680128 4685.6377675257745 258.8487529342812 94 77 77 74.97513889987022 36 True False 2020qts 44.035833333333336 16.178 SNIa 0.028 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 44.035833333333336 16.178 TNS 2020qts ZTF20abqfgee 2020qts SNIa 0.028 0.2267427773446613 0.4932308288819698 0.28952130648176677 0.354811425566222 0.4932308288819698 0.642636890999114 12.07863205708328 12.07863205708328 62.896506842786934 62.896506842786934 59079.446955999825 59065.434722200036 16.481971749194148 16.865833309007346 16.481971749194148 5.492170894292343 4.009854272062588 3.398956997023731 44.03633048 16.17718547 0.001738646692325041 15.466989839601517 16.28344546689987 15.706896506357193 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.009854272062588 3.398956997023731 44.03633048 16.17718547 0.001738646692325041 15.466989839601517 16.28344546689987 15.706896506357193 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.0122337997891 3.398956997023731 4.009854272062588 0.5765489605426772 0.8476510033556347 -0.582387842107476 -0.7750752428369552 False 0.028 Inputed -19.00193100379811 -18.61806944398491 """""" """""" """"""
-0.03237127307277844 0.5831117898224429 -28.701645984303624 18.59083778358282 6164.429127673825 173.49230863809157 65 44 44 36.98887740029022 44 True False 2019pzt 233.86312499999 72.655339 SNII 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 233.86312499999 72.655339 TNS 2019pzt ZTF19abwamby 2019pzt SNII 0.05 0.01291252714156954 0.3699473843407972 0.09432117621005531 0.1808084272915096 0.3699473843407972 0.5822923374285338 -11.010599953330733 -11.010599953330733 47.999477353620954 47.999477353620954 58739.178657399956 58738.149803199805 18.295115640684642 18.295115640684642 18.473121948648636 0.8028884196245957 0.9898179801886535 0.6018204733535736 233.86356007 72.65544447 0.008325967361143216 21.315965585386753 21.596842970073222 21.012000487732887 0.9249999999999999 """""" """""" """""" """""" 0 False True all False False 0 0.9898179801886535 0.6018204733535736 233.86356007 72.65544447 0.008325967361143216 21.315965585386753 21.596842970073222 21.012000487732887 0.9249999999999999 False False 0.3 0.7 1.5 0.02 8 3 1.0288542001508176 0.6018204733535736 0.9898179801886535 0.5848424823403349 0.6080112560077663 3.30172732938858 2.5388785390842514 False 0.05 Inputed -18.28141668252664 -18.459422990490634 """""" """""" """"""
-0.10392941600006214 0.25720913552207547 -20.99345215870915 18.1881050439096 5480.306545156342 123.35977072237195 16 14 14 32.959571700077504 50 True False 2020aro 89.76444999999998 -21.018816666666666 SNIa 0.056 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 89.76444999999998 -21.018816666666666 TNS 2020aro ZTF20aahapsq 2020aro SNIa 0.056 0.19182688604479736 0.7886792330441068 0.3234504855616791 0.4663085125508104 0.7886792330441068 1.1654542458713522 -0.8648962445707511 -0.8648962445707511 33.824467944648255 33.824467944648255 58879.2725463002 58872.20925930003 17.857649546111666 17.923458495633426 17.857649546111666 4.3015253585203705 1.3021411231885476 0.6120979455794229 89.76462341 -21.01876464 0.00012651312905687107 15.124287420272827 16.094172012615203 15.4808304926157 0.49000000000000005 """""" """""" """""" """""" 0 False True all False False 0 1.3021411231885476 0.6120979455794229 89.76462341 -21.01876464 0.00012651312905687107 15.124287420272827 16.094172012615203 15.4808304926157 0.49000000000000005 False False 0.3 0.7 1.5 0.02 8 3 7.06328700017184 0.6120979455794229 1.3021411231885476 0.6133415199995031 0.4700703592561313 -1.8292864830182225 -2.376819053495966 False 0.056 Inputed -19.146028018678937 -19.080219069157177 """""" """""" """"""
-0.1421966340788856 0.45827756434333206 -6.813451399948514 18.68792057582752 5342.053362026254 115.68497011976274 53 23 23 38.00190969975665 32 True False 2018dyh 224.80145791666 71.375818999999 SNII 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 224.80145791666 71.375818999999 TNS 2018dyh ZTF18abesqnb 2018dyh SNII 0.07 0.06409624892341981 0.6548614930136658 0.1929305693661334 0.33377778804656444 0.6548614930136658 1.0347463078689785 12.689379019154076 12.689379019154076 25.312530680602578 25.312530680602578 58320.196886599995 58306.18138890015 18.504323716649147 18.504323716649147 18.53170313891892 0.6973275710152249 2.439477692786189 9.448222863948718 224.80952633 71.37532064 0.008688380456998268 17.063796152341364 17.742797534275056 17.31014611804485 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.439477692786189 9.448222863948718 224.80952633 71.37532064 0.008688380456998268 17.063796152341364 17.742797534275056 17.31014611804485 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.015497699845582 9.448222863948718 2.439477692786189 0.432651416230204 3.8730515519318667 -0.7615261823740909 -1.2215570208740694 False 0.07 Inputed -18.963462812671875 -18.99084223494165 """""" """""" """"""
-0.14308923926036138 0.26111254464449307 -4.329096949257418 18.877508733416466 5701.075187879953 173.5319369929607 16 5 5 9.000648200046271 39 True False 2020chc 53.455454166666655 -19.56241111111111 SNIa 0.07669 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 53.455454166666655 -19.56241111111111 TNS 2020chc ZTF20aamizsz 2020chc SNIa 0.07669 -0.06968373263144301 0.2648162690691791 0.006463266747694263 0.08744683794190422 0.2648162690691791 0.46429678187693213 11.056185598602081 11.056185598602081 -2.055537398555809 -2.055537398555809 58891.14812499983 58885.14722219994 18.562081099975508 18.562081099975508 18.61917853439204 3.0603995203325987 5.062789926747565 9.923692120529143 53.45295118 -19.56098418 0.0019375350740558073 14.327391354322433 15.3536585449934 14.661468855392933 0.99 """""" """""" """""" """""" 2 False True all False False 0 0.7 5.058010632654752 53.45664761 -19.56325338 0.048954953911400145 21.224883609104158 21.501711076664925 21.31162685409784 0.5 False False 0.3 0.7 1.5 0.02 8 3 6.000902799889445 9.923692120529143 5.062789926747565 0.6921896896004682 1.960123225358536 -3.208422554982107 -3.957709678999109 False 0.07669 Inputed -19.077421119815323 -19.134518554231857 """""" """""" """"""
-0.16135073063482114 0.19902563867027917 -8.095966164353325 17.47607226507464 5877.394265486168 100.2809291917554 65 41 41 73.79553240025416 65 True False 2019uee 111.24771666666666 55.3946 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 111.24771666666666 55.3946 TNS 2019uee ZTF19acojuzv 2019uee SNIa 0.04 -0.036798406052696464 0.6137632838498632 0.10170790628723125 0.2554784113987729 0.6137632838498632 1.0490932015328056 18.918073721443665 18.918073721443665 54.8774586788105 54.8774586788105 58805.51958330022 58788.510590299964 16.893305321693937 16.893305321693937 17.052428043526675 2.8108405698712207 2.4433860175062234 5.10414868636727 111.24686239 55.39593223 0.008137073018851582 18.052831400632858 18.858757962989806 18.35529097406864 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7824179211963508 4.837149096593071 111.249339 55.39557802 0.051713090012430296 21.382587477087974 22.667827230358125 22.18483446073532 0.9 False False 0.3 0.7 1.5 0.02 8 3 17.00899300025776 5.10414868636727 2.4433860175062234 0.5034669889211649 2.0889653332700506 1.9654526412958688 1.3028629305419663 False 0.04 Inputed -19.212376843954743 -19.37149956578748 """""" """""" """"""
-0.007552103003503745 0.4411985664867848 -29.663901329610482 19.20380948314859 4577.755746396881 202.95098845538533 48 29 29 59.94543979968876 47 True True 2021pnu 219.78745416666666 12.226302777777779 SNII 0.048254 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 219.78745416666666 12.226302777777779 TNS 2021pnu ZTF21abfkqnc 2021pnu SNII 0.048254 0.45498213079176253 0.8513687349657246 0.5470458603655182 0.6436768261881127 0.8513687349657246 1.079606851272068 84.64304578609416 84.64304578609416 -24.697605986405406 -24.697605986405406 59382.20805560006 59376.249768500216 18.96465441841686 19.21849837936415 18.96465441841686 1.5313377931504581 3.456588783693992 10.245750586245656 219.784907664436 12.2276834071645 0.002773034818616127 15.160930794435144 16.259197569202186 15.584584096076489 0.9949999999999999 """""" """""" """""" """""" 3 False True all False False 0 0.7 3.238547701444629 219.788309360965 12.226635520201 0.02690540967648747 21.467339771201612 22.17048002207756 21.46047416220188 0.7374999999999999 False False 0.3 0.7 1.5 0.02 8 3 5.958287099841982 10.245750586245656 3.456588783693992 0.6746134731256976 2.964121921178085 -2.959300810161963 -3.380070322340371 False 0.048254 Inputed -17.711804981953343 -17.457961021006053 """""" """""" """"""
-0.09098202431080368 0.3230554919088393 -31.430676845105637 18.27589802618239 5298.981193696707 268.9890198577433 22 22 22 71.01152769988403 58 True True 2020jar 338.9770416666666 18.41693888888889 SNIa 0.086 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 338.9770416666666 18.41693888888889 TNS 2020jar ZTF20aazewhe 2020jar SNIa 0.086 0.16147963259562204 0.40655789089901617 0.21930880183624168 0.2793879862959834 0.40655789089901617 0.5435332225027878 -19.011397569890022 -19.011397569890022 90.02292526977405 90.02292526977405 58979.43983800011 58979.43983800011 18.22395074873742 18.22395074873742 18.354467085556482 2.4092169586157413 1.6645957936695177 0.7260725859791799 338.97705700547147 18.41714004997365 0.0011210724932807503 17.35938992227316 18.12107767779827 17.640729693422315 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.6645957936695177 0.7260725859791799 338.97705700547147 18.41714004997365 0.0011210724932807503 17.35938992227316 18.12107767779827 17.640729693422315 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.7260725859791799 1.6645957936695177 0.4803479843759533 0.4361855224796582 -0.10287307093915032 -0.713737392134167 False 0.086 Inputed -19.59533635409408 -19.725852690913143 """""" """""" """"""
-0.13464384835542717 0.1941995506349472 -6.173455480739485 18.990464122168433 5440.246412635026 103.64036486428577 57 38 38 55.956053299829364 59 True True 2021kxx 261.60625 29.12618888888889 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 261.60625 29.12618888888889 TNS 2021kxx ZTF21aaxzbrn 2021kxx SNIa 0.07 0.03934379889342665 0.7010879062078459 0.18128963221639438 0.33811829447360964 0.7010879062078459 1.138678971749389 17.019479840656565 17.019479840656565 38.9365734591728 38.9365734591728 59345.40265050018 59334.38159719994 18.542182455972792 18.542182455972792 18.601084279727285 1.6149133880042288 0.8972742120466233 0.43293487225474997 261.60623214927205 29.12606964445625 0.000686707245336704 18.327338713502883 18.946204478793142 18.700058450752497 0.695 """""" """""" """""" """""" 0 False True all False False 0 0.8972742120466233 0.43293487225474997 261.60623214927205 29.12606964445625 0.000686707245336704 18.327338713502883 18.946204478793142 18.700058450752497 0.695 False False 0.3 0.7 1.5 0.02 8 3 11.021053300239146 0.43293487225474997 0.8972742120466233 0.2461460280406449 0.4825000723772659 0.4040220228203495 0.09897417102521189 False 0.07 Inputed -18.89408167186351 -18.952983495618003 """""" """""" """"""
-0.1169502991545377 0.343916043267916 -10.978349149920145 19.55816610982543 5382.762729026836 139.9771544171952 29 14 14 32.97539350017905 51 True True 2019nrl 15.100367916666 13.540635861111 SNIa 0.118 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 15.100367916666 13.540635861111 TNS 2019nrl ZTF19aboqpry 2019nrl SNIa 0.118 0.08120768647978593 0.5600322218495322 0.1881693081023883 0.30331600961780225 0.5600322218495322 0.8553999395551521 12.166067352312403 12.166067352312403 20.80932614786665 20.80932614786665 58717.47593750013 58703.4581133998 19.27719729314372 19.40916947939494 19.27719729314372 0.3481193121126377 0.5743000710708708 0.17600095717823985 15.100319365991052 13.54062312536245 0.0006487455224511995 19.470842670040128 20.363199564437863 19.821222974338532 0.835 """""" """""" """""" """""" 0 False True all False False 0 0.5743000710708708 0.17600095717823985 15.100319365991052 13.54062312536245 0.0006487455224511995 19.470842670040128 20.363199564437863 19.821222974338532 0.835 False False 0.3 0.7 1.5 0.02 8 3 14.017824100330472 0.17600095717823985 0.5743000710708708 0.5419765900993312 0.30646166706902717 0.9540300850429233 0.5440256811948139 False 0.118 Inputed -19.373890667447945 -19.241918481196723 """""" """""" """"""
-0.27405490531616095 0.18865245061220512 -8.826399606233611 17.570885204533475 3842.584301939908 279.13467303866776 38 37 37 63.838773199822754 52 True True 2021gno 183.04287499999998 13.249180555555554 SNIb 0.006211 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 183.04287499999998 13.249180555555554 TNS 2021gno ZTF21aaqhhfu 2021gno SNIb 0.006211 0.5686969243762441 0.8662826067581548 0.6392633896522426 0.7123347828756366 0.8662826067581548 1.0311474425386322 6.118158961062526 6.118158961062526 57.72061423876023 57.72061423876023 59307.25349539984 59298.39475690015 17.009138766473672 17.447826713198893 17.009138766473672 8.287519525273018 9.563519683149593 23.97705210545248 183.049146631988 13.246517519887 0.0034190346843844255 13.04471489851594 15.317131448750496 13.396936579073667 1.0 """""" """""" """""" """""" 14 True True all False False 0 3.4284368036437374 4.9752844551359265 183.04415811 13.24858887 0.0022935192027805362 15.904959585046768 23.64 19.887926215720178 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.858738499693573 23.97705210545248 9.563519683149593 1.9201948696768287 2.5071367968948457 -2.1306952644483967 -3.6122021874000048 False 0.006211 Inputed -15.192681243422639 -14.753993296697418 """""" """""" """"""
-0.17562424852506747 0.21576197568663316 -8.685996442802367 18.27533237257519 4910.237332935547 120.56436609938103 23 15 15 45.904097200371325 39 True True 2019wis 123.61071666666665 9.645547222222222 SNIa 0.0527 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 123.61071666666665 9.645547222222222 TNS 2019wis ZTF19aafwrhf 2019wis SNIa 0.0527 0.21016079571438695 0.8303667200845695 0.34658363042822415 0.4948912766635729 0.8303667200845695 1.223685690953836 11.152334765231656 11.152334765231656 34.75176243513967 34.75176243513967 58838.4358333 58827.32966439985 17.86674676574917 17.953364550740027 17.86674676574917 3.350095056113888 0.9796409144942111 0.0875849727499848 123.6107397428745 9.645555844650405 0.00019062562566352081 16.48103521102548 17.706233525413275 16.883690975632668 0.595 """""" """""" """""" """""" 0 False True all False False 0 0.9796409144942111 0.0875849727499848 123.6107397428745 9.645555844650405 0.00019062562566352081 16.48103521102548 17.706233525413275 16.883690975632668 0.595 False False 0.3 0.7 1.5 0.02 8 3 11.106168900150806 0.0875849727499848 0.9796409144942111 0.8225425497806071 0.08940518046370587 -0.2471310253267518 -0.9830557901165022 False 0.0527 Inputed -19.003372539467097 -18.91675475447624 """""" """""" """"""
-0.1304716449262157 0.24264022770743737 -7.902421959077196 18.992446746543823 6008.130477330826 78.6124675158857 111 71 71 57.95668980013579 74 True False 2021kmn 285.66195833333336 54.485619444444445 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 285.66195833333336 54.485619444444445 TNS 2021kmn ZTF21aaxlbad 2021kmn SNIa 0.09 -0.03970287987881704 0.8385682863325634 0.1391952714603839 0.34342646701034596 0.8385682863325634 1.4705008240435404 18.991323426474676 18.991323426474676 38.96536637366112 38.96536637366112 59340.451527799945 59324.41206019977 18.440978347351525 18.440978347351525 18.630373386130156 0.7450210046343086 1.0061959026329177 0.10955149543484528 285.66193517 54.48559215 0.005910465659120567 20.932660119068622 21.04440710299015 21.112083548665048 0.7375 """""" """""" """""" """""" 0 False True all False False 0 1.0061959026329177 0.10955149543484528 285.66193517 54.48559215 0.005910465659120567 20.932660119068622 21.04440710299015 21.112083548665048 0.7375 False False 0.3 0.7 1.5 0.02 8 3 16.039467600174248 0.10955149543484528 1.0061959026329177 -0.06767644567489839 0.10887690473413911 2.6034287556386246 2.481710162534892 False 0.09 Inputed -19.42001125904908 -19.60940629782771 """""" """""" """"""
-0.11336645505039582 0.3215332135656066 -10.555143814953553 18.73700073416594 5519.778345988745 96.60269954413468 16 16 16 32.035231499932706 31 True True 2019kzc 34.632606249999 2.9058573055555 SNIa 0.078 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 34.632606249999 2.9058573055555 TNS 2019kzc ZTF19abfqhis 2019kzc SNIa 0.078 0.08944873757192084 0.8358405089475625 0.24800549360014656 0.4242564575754173 0.8358405089475625 1.3377929041476904 -0.5464121138489553 -0.5464121138489553 32.581643613781665 32.581643613781665 58674.44700230006 58674.44700230006 18.481471478432887 18.481471478432887 18.61618532586512 3.0934006002672754 3.0077307116513854 8.340071122035155 34.6343587178972 2.9043394844434953 0.008151833365156791 17.067761845841407 17.640865970983505 17.288120597553252 0.9899999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.0077307116513854 8.340071122035155 34.6343587178972 2.9043394844434953 0.008151833365156791 17.067761845841407 17.640865970983505 17.288120597553252 0.9899999999999999 False False 0.3 0.7 1.5 0.02 8 3 0.0 8.340071122035155 3.0077307116513854 0.3527453734302526 2.772878266570635 -0.8406055074493821 -1.328064728311869 False 0.078 Inputed -19.11781980844605 -19.252533655878285 """""" """""" """"""
-0.018545817787468506 0.5154918826427017 -15.694452726595326 16.596579816434822 3763.6002869063605 283.6888964554201 91 39 39 74.01184029970318 371 True True 2019etp 359.34649999999 30.990631 SNII 0.015621 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 359.34649999999 30.990631 TNS 2019etp ZTF19aauoiow 2019etp SNII 0.015621 0.6566670212874364 0.9619540518078651 0.7291504204510559 0.8041446124205791 0.9619540518078651 1.130698395750482 20.03509718129519 20.03509718129519 53.976743118407995 53.976743118407995 58636.42393520009 58636.42393520009 16.483278885306795 17.21833422460771 16.483278885306795 1.1182413352656726 7.418873149964182 11.141124183643376 359.3496887813875 30.992081907058598 0.00152501234346758 13.30384375946641 14.288393766360283 13.639941868433953 1.0 """""" """""" """""" """""" 13 False True all False False 0 0.8926755101173338 1.8662709768533758 359.34681312802 30.9910745013335 0.004606616906892791 19.950937103898525 20.481966134438515 20.172845505638122 0.61 False False 0.3 0.7 1.5 0.02 8 3 0.0 11.141124183643376 7.418873149964182 0.6484518979263303 1.501727278312767 -2.929940458247426 -2.8433370168728427 False 0.015621 Inputed -17.726582665373254 -16.99152732607234 """""" """""" """"""
-0.07848916104431759 0.4014811733082545 -6.542114260144544 18.604894756768523 6470.349759324934 74.23388061406114 43 31 31 49.917083400301635 126 True True 2021lhs 302.4925833333333 1.219363888888889 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 302.4925833333333 1.219363888888889 TNS 2021lhs ZTF21aaxzdxd 2021lhs SNIa 0.08 -0.1481216377019443 0.7177588304916789 0.02525481447615263 0.2253581178673052 0.7177588304916789 1.3568748759964997 10.067018646382357 10.067018646382357 39.85006475391928 39.85006475391928 59340.44023150019 59335.4581133998 18.219182673624395 18.219182673624395 18.325395145213655 1.2014330908077424 3.0589288182476517 51.290494504082204 302.480494969221 1.211819057929725 0.10946462668539236 16.307805095715523 17.61638518857956 16.76535755881786 0.9800000000000001 """""" """""" """""" """""" 91 False True all False False 0 0.8059745957962092 4.0301688250529075 302.4918441382175 1.22020478070998 0.048094322460396466 21.700718101942538 25.090637478113173 22.927586269054412 0.03333333333333333 False False 0.3 0.7 1.5 0.02 8 3 4.9821181003935635 0.0 0.0 0.0 0.0 5.420817326375605 4.944604854786345 True 0.08 Inputed -19.464538876857723 -19.570751348446983 """""" """""" """"""
-0.20162669677997963 0.15579843605037266 -9.135696957733607 18.16933032713532 5233.88892437996 119.50769050907681 45 38 38 66.01912039984018 48 True True 2019kyx 19.990749999999 2.244439 SNIa 0.04529 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 19.990749999999 2.244439 TNS 2019kyx ZTF19abfibel 2019kyx SNIa 0.04529 0.11930793453958799 0.7099928288670867 0.2488518555417727 0.38995989071399606 0.7099928288670867 1.0863055423858192 15.06881871235227 15.06881871235227 50.95030168748791 50.95030168748791 58685.440497700125 58670.45694439998 17.61965328168845 17.65378672145603 17.61965328168845 3.00871002885135 2.599580972144171 3.7218756046967902 19.991423453570803 2.2436541366774447 0.0035825644547785584 17.233343301766517 17.576249421837332 17.40213683138132 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.599580972144171 3.7218756046967902 19.991423453570803 2.2436541366774447 0.0035825644547785584 17.233343301766517 17.576249421837332 17.40213683138132 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 14.983553300146013 3.7218756046967902 2.599580972144171 0.17411259045601213 1.4317213599339953 -0.07753729961869738 -0.21751645030713007 False 0.04529 Inputed -18.917621462089706 -18.883488022322126 """""" """""" """"""
-0.002088361752651384 0.5311390011184078 -12.381010102055829 19.469609039878243 5896.020443549679 307.8318569776645 257 42 42 73.93282409990206 64 True True 2020vdo 118.66624999999999 10.31945 AGN 0.174 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 118.66624999999999 10.31945 TNS 2020vdo ZTF20acgcnjt 2020vdo AGN 0.174 -0.09295077335001878 0.08215348450713833 -0.05144113158669228 -0.008446322663740347 0.08215348450713833 0.17916450680022677 292.5763809694901 292.5763809694901 -218.64355686958805 -218.64355686958805 59124.50834489986 59122.530798600055 19.15491250258593 19.15491250258593 19.287087671362304 0.4804604387843461 2.0879513452844067 0.0824647524737685 118.666264483099 10.31946793588485 0.0020245825125509986 17.602076274201274 18.867390172952412 18.141603625853655 0.885 """""" """""" """""" """""" 0 False True all False False 0 2.0879513452844067 0.0824647524737685 118.666264483099 10.31946793588485 0.0020245825125509986 17.602076274201274 18.867390172952412 18.141603625853655 0.885 False False 0.3 0.7 1.5 0.02 8 3 1.9775462998077273 0.0824647524737685 2.0879513452844067 0.7257865470987568 0.039495533581284534 -0.28752232963351787 -1.145484045508649 False 0.174 Inputed -20.2297649583039 -20.361940127080274 """""" """""" """"""
-0.1277700174828822 0.28802287684749905 -9.624543985312233 18.223852885806885 5675.156815863256 85.01650454513913 37 31 31 46.915057899896055 47 True False 2020abkq 142.5938833333333 -21.45359722222222 SNIa 0.062 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 142.5938833333333 -21.45359722222222 TNS 2020abkq ZTF20acusqsp 2020abkq SNIa 0.062 0.055329495684372176 0.9085293605956579 0.23240464648307935 0.4321596899407041 0.9085293605956579 1.5047712229495254 15.137182673465706 15.137182673465706 31.77787522643035 31.77787522643035 59200.50278940005 59185.4829051001 17.6137545738648 17.845026733124584 17.6137545738648 1.6329641969776734 1.4937055810588014 1.7932816157287454 142.59401223 -21.45311375 0.003961996157843872 18.963998638486864 19.32690942978859 19.05229649055004 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.4937055810588014 1.7932816157287454 142.59401223 -21.45311375 0.003961996157843872 18.963998638486864 19.32690942978859 19.05229649055004 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.019884299952537 1.7932816157287454 1.4937055810588014 0.2746129392385477 1.2005589578487026 1.4818826966640053 1.4385419166852422 False 0.062 Inputed -19.613944737292208 -19.382672578032423 """""" """""" """"""
-0.0028983749890143223 0.6694542161105311 -24.154313893797944 17.689394039777905 4953.739651337447 143.55345969636596 77 53 53 74.90245370008051 59 True True 2021bgd 199.13942083333333 31.547619444444447 SNII 0.025 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 199.13942083333333 31.547619444444447 TNS 2021bgd ZTF21aagsysd 2021bgd SNII 0.025 0.35423521301093075 0.9066116638177846 0.4785125911548853 0.6116649314981615 0.9066116638177846 1.2434758657333802 116.26184520196593 116.26184520196593 -41.35939150188541 -41.35939150188541 59250.40248840023 59248.4406365999 17.677116344407136 18.015820828273164 17.677116344407136 2.653911108699164 0.9339674386277468 5.5354666492769065 199.1376659838355 31.54726195569865 0.0033818880093909875 17.394941875870227 16.231111284259555 17.509957257515488 0.7312500000000001 """""" """""" """""" """""" 3 False True all False False 0 0.7032332386922523 1.4983115881080344 199.139874899474 31.5477726908756 0.0049335599569948485 20.64298122127056 20.92218299996376 20.61812590721786 0.24000000000000005 False False 0.3 0.7 1.5 0.02 8 3 1.961851800326258 5.5354666492769065 0.9339674386277468 -1.2788459732559332 5.926830444335424 -1.7847095440136087 -0.1671590868916475 False 0.025 Inputed -17.559068426500605 -17.220363942634577 """""" """""" """"""
-0.12636160871393215 0.3143426791759959 -5.047939118677825 18.59954556254762 3516.219114630262 276.409833556511 79 44 44 41.98447920009494 20 True False 2021liw 186.84114166666663 80.16883333333334 SNIa 0.0335 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 186.84114166666663 80.16883333333334 TNS 2021liw ZTF21aazazvw 2021liw SNIa 0.0335 0.7201329002514321 1.0434671479228967 0.796816736334705 0.8762133445451461 1.0434671479228967 1.2225678954891563 13.301062228684827 13.301062228684827 28.68341697141011 28.68341697141011 59348.414791699965 59339.22420139983 18.149992125955038 18.927805682434915 18.149992125955038 1.5571876927022863 2.97961739705281 2.2548657438590407 186.84391861 80.16842408 0.0007822910605594924 15.238258155965806 16.376503192567824 15.654084595870973 0.95 """""" """""" """""" """""" 0 False True all False False 0 2.97961739705281 2.2548657438590407 186.84391861 80.16842408 0.0007822910605594924 15.238258155965806 16.376503192567824 15.654084595870973 0.95 False False 0.3 0.7 1.5 0.02 8 3 9.19059030013159 2.2548657438590407 2.97961739705281 0.7224185966968513 0.7567635180575085 -2.5513024898670906 -2.4959075300840645 False 0.0335 Inputed -17.726297857189945 -16.948484300710067 """""" """""" """"""
-0.10974235482224076 0.2860859537797654 -9.2161764713779 19.261330972247073 3581.8275330626057 259.9296281995894 38 27 27 48.967800999991596 90 True True 2020afj 203.1054333333333 38.36107222222223 SNIa 0.052441 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 203.1054333333333 38.36107222222223 TNS 2020afj ZTF20aagnbpw 2020afj SNIa 0.052441 0.717441585492157 1.0623901545685506 0.7989763423076042 0.8835812592117449 1.0623901545685506 1.2546826419517458 17.17959931975581 17.17959931975581 31.788201680235787 31.788201680235787 58881.53305559978 58866.540925899986 18.844916436184924 19.64341559870756 18.844916436184924 1.5684697344285219 4.682131404685044 4.560015661984992 203.106397627322 38.36005598725155 0.0014710351410169853 14.776242727782726 15.50131299352169 15.046212643204331 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 3.5105855336841865 203.106623876477 38.3607903118825 0.24270191354038184 24.34171421818733 24.053270980428458 24.775258834569453 0.1 False False 0.3 0.7 1.5 0.02 8 3 14.992129699792713 4.560015661984992 4.682131404685044 0.45510035031735896 0.9739187707167167 -4.142102605185869 -3.798703792980593 False 0.052441 Inputed -18.014372868793746 -17.21587370627111 """""" """""" """"""
-0.2031659753124353 0.18211395862522817 -9.836942493563743 16.236533894889313 5060.5806503723325 195.75429395039436 90 56 56 74.91693289997056 232 True False 2021koq 274.00424999999996 6.751769444444444 SNIa 0.020538 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 274.00424999999996 6.751769444444444 TNS 2021koq ZTF21aaxuywf 2021koq SNIa 0.020538 0.13043694012288753 0.469909422687266 0.2087941212356057 0.29137844583218353 0.469909422687266 0.6674689966954226 10.566548940546813 10.566548940546813 64.35038395942375 64.35038395942375 59346.4204051001 59334.39982639998 15.723895674944341 15.724113866432468 15.723895674944341 8.45557066820974 3.9063771402076743 10.351107846485124 274.00637995 6.74982178 0.0033982221982240546 15.302376844167709 17.577886652374268 16.248130647277833 0.8099999999999999 """""" """""" """""" """""" 7 False True all False False 0 2.073449421222843 5.403363027642017 274.00394179 6.75323884 0.007750671213631377 18.08531562342644 22.527941220092774 22.172711951065065 0.975 False False 0.3 0.7 1.5 0.02 8 3 12.020578700117767 10.351107846485124 3.9063771402076743 1.329756005096435 2.649797363378701 1.8537727859417998 0.5242349723334918 False 0.020538 Inputed -19.082936297689148 -19.08271810620102 """""" """""" """"""
-0.09184061673281863 0.3936162741868579 -15.964949716037815 18.00797428815406 6768.008184254333 103.83800145977466 43 34 34 71.06357639981434 27 True False 2019bsr 250.37465749999 72.944720111111 SNIa 0.062 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 250.37465749999 72.944720111111 TNS 2019bsr ZTF19aamhjlk 2019bsr SNIa 0.062 -0.12317606544910475 0.4582727989003992 0.0009251825970757466 0.13849379712567966 0.4582727989003992 0.8454538216085048 -2.6467683547007006 -2.6467683547007006 73.71034475451503 73.71034475451503 58560.4950116002 58557.32896990003 17.627937602193406 17.627937602193406 17.831971246770923 3.0385496193708113 3.3028648908645426 2.1113931627893283 250.37428462 72.9441439 0.002308087996089392 16.440139648711682 16.999631683397293 16.661868146657945 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.3028648908645426 2.1113931627893283 250.37428462 72.9441439 0.002308087996089392 16.440139648711682 16.999631683397293 16.661868146657945 1.0 False False 0.3 0.7 1.5 0.02 8 3 3.166041700169444 2.1113931627893283 3.3028648908645426 0.3377635367393488 0.639261136181886 -0.6283059187961122 -1.1701031001129785 False 0.062 Inputed -19.395728064386084 -19.5997617089636 """""" """""" """"""
-0.2143234834298282 0.2393863795438952 -9.319511400935413 16.406187558751327 3864.1447492972457 220.01995769092088 52 44 44 54.86414350010455 64 True True 2020fcw 217.13336249999998 27.408299999999997 SNIa 0.014397 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 217.13336249999998 27.408299999999997 TNS 2020fcw ZTF20aattotq 2020fcw SNIa 0.014397 0.5786736262632886 0.9653648459699156 0.6690761370636942 0.7635578662519045 0.9653648459699156 1.1853766126726732 2.316992471564139 2.316992471564139 52.547151028540405 52.547151028540405 58941.402407399844 58936.436550899874 16.00849451890747 16.43369096697098 16.00849451890747 10.266215705534638 6.357334899624239 4.29406709394856 217.1322825350945 27.4090096419444 0.00025864844041156854 11.820689818957447 13.666972673817874 12.229854541121721 0.89 """""" """""" """""" """""" 0 False True all False False 0 6.357334899624239 4.29406709394856 217.1322825350945 27.4090096419444 0.00025864844041156854 11.820689818957447 13.666972673817874 12.229854541121721 0.89 False False 0.3 0.7 1.5 0.02 8 3 4.965856499969959 4.29406709394856 6.357334899624239 1.4371181326961526 0.6754508236151548 -2.7667182931531045 -3.7786399777857476 False 0.014397 Inputed -18.02349972746621 -17.5983032794027 """""" """""" """"""
-0.18583755344859176 0.1309924586232345 -8.57539806335927 17.947757337545156 5591.07358130142 89.8809098167753 52 29 29 65.96214119996876 126 True False 2021rax 283.24971666666664 28.959611111111112 SNIa 0.048 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 283.24971666666664 28.959611111111112 TNS 2021rax ZTF21abidtrd 2021rax SNIa 0.048 0.051271800164393255 0.8452456482989597 0.21770249101204087 0.404280143926691 0.8452456482989597 1.391005084738648 15.393097744198819 15.393097744198819 50.569043455769936 50.569043455769936 59405.31749999989 59392.286597200204 17.324610217682928 17.324610217682928 17.38486660885009 3.3756660793423943 3.3604563174184583 0.3195217999434688 283.24962652 28.95965181 0.0006545064994989414 14.859996676015854 15.801327994918822 15.230414965057372 0.95 """""" """""" """""" """""" 0 False True all False False 0 3.3604563174184583 0.3195217999434688 283.24962652 28.95965181 0.0006545064994989414 14.859996676015854 15.801327994918822 15.230414965057372 0.95 False False 0.3 0.7 1.5 0.02 8 3 13.030902799684554 0.3195217999434688 3.3604563174184583 0.5709130298614493 0.09508286070771757 -1.5232822227641059 -2.154451643792717 False 0.048 Inputed -19.280001736168817 -19.34025812733598 """""" """""" """"""
-0.11918480000790113 0.3231869477502428 -23.676858653011735 17.202480666138413 5704.18460843736 165.04508068596692 16 11 11 63.98275459976867 46 True False 2019wkl 85.10438333333333 -18.09762222222222 SNIa 0.041379 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 85.10438333333333 -18.09762222222222 TNS 2019wkl ZTF19acyfoha 2019wkl SNIa 0.041379 0.09138110866160787 0.49118088987436437 0.18224419354345045 0.27897721328239555 0.49118088987436437 0.7304000485843112 -14.199774851118201 -14.199774851118201 78.18252945088688 78.18252945088688 58830.22799770022 58830.22799770022 17.245813178839164 17.245813178839164 17.284540944077026 7.030135948789695 3.579627074819844 5.3176062618978674 85.10307394 -18.09841771 0.0005156315248121546 13.804515424442291 14.910426338791847 14.168743931627274 0.97 """""" """""" """""" """""" 1 False True all False False 0 3.950349283610272 5.058641832369329 85.10522844 -18.09877515 0.0009262104808166471 14.442285488009453 20.17807142801285 19.592203787899017 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 5.3176062618978674 3.579627074819844 0.7416824071645731 1.4855196227851453 -2.335386840047317 -3.115797012449752 False 0.041379 Inputed -19.05458644519246 -19.09331421043032 """""" """""" """"""
-0.05907709962259613 0.46024885090337386 1.130395411704276 18.16158230913128 3347.1996221161526 279.4080438594544 36 32 32 70.87671300023794 48 True False 2021knb 349.73175 -20.699638888888888 SNII 0.025945 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 349.73175 -20.699638888888888 TNS 2021knb ZTF21abgyxmv 2021knb SNII 0.025945 0.777010582631938 1.1049562705970146 0.8548490224083523 0.9353994321244627 1.1049562705970146 1.2863494276514373 14.28515224800993 14.28515224800993 56.59156075222801 56.59156075222801 59382.45725690015 59382.437673599925 17.9982951094304 18.683714718829304 17.9982951094304 1.253036072260959 1.7143182113562496 8.241750973107841 349.72964918 -20.7008133 0.0015958223327950938 15.28954784860611 19.67352711558342 19.582037492740156 1.0 """""" """""" """""" """""" 1 False True all False False 0 6.693129991960955 4.151408115461888 349.7319751 -20.70077267 0.0018542684797544506 14.299866780531406 15.170461798036099 14.724462929022312 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.019583300221711397 8.241750973107841 1.7143182113562496 0.09148962284326245 4.8075969318365575 0.9898123967541146 1.5837423833097546 False 0.025945 Inputed -17.31897206910637 -16.633552459707467 """""" """""" """"""
-0.11019255591330046 0.631109013480288 -2.1264315904166415 17.306372595666502 5611.092422043924 70.47706080823022 47 21 21 26.04853010037914 51 True True 2021rcp 208.88139999999999 59.058144444444444 SNIa 0.03921 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 208.88139999999999 59.058144444444444 TNS 2021rcp ZTF21abidikc 2021rcp SNIa 0.03921 -0.0423048582572747 0.966682180031043 0.15840645873669246 0.3909514543173671 0.966682180031043 1.7207386943831828 17.008471847368494 17.008471847368494 9.040058253010644 9.040058253010644 59408.19724539993 59393.2393633998 17.147778403029236 17.147778403029236 17.27172654056513 1.1339014894439896 5.203309317724181 17.50755734794603 208.889880241719 59.0559909166272 0.008516171971084674 15.326752840593755 15.974745966638922 15.493232960111499 1.0 """""" """""" """""" """""" 7 False True all False False 0 0.7 6.95728077910708 208.88449011 59.05924469 0.2827545575183914 22.91830477039516 24.265561975240708 25.911659808397292 0.5 False False 0.3 0.7 1.5 0.02 8 3 14.957882000133395 17.50755734794603 5.203309317724181 0.48151300652742357 3.364696634180393 -1.1730324363903133 -1.778493580453631 False 0.03921 Inputed -18.94934758066859 -19.073295718204484 """""" """""" """"""
-0.15997933430240335 0.185736848650803 -10.726952579053028 18.49700208518105 4432.973116837372 111.55895697489888 91 41 41 55.79717589961365 93 True True 2020sya 19.823812499999995 21.762675 SNIc 0.031428 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 19.823812499999995 21.762675 TNS 2020sya ZTF20abywsut 2020sya SNIc 0.031428 0.4226889285505635 1.191241133740288 0.5905867670653215 0.7738739330576792 1.191241133740288 1.6851134655442124 12.708274242287155 12.708274242287155 43.088901657326495 43.088901657326495 59115.3306481 59102.418182900175 18.014286359637406 18.359526635046556 18.014286359637406 2.09563683521433 6.45594651642358 7.494438315762152 19.821573651889153 21.7627771815553 0.0016985801743957252 14.018050971944332 14.90927044517517 14.265718825750351 1.0 """""" """""" """""" """""" 5 False True all False False 0 0.648612914232421 2.7452848524275746 19.8243107 21.76206883 0.003471805703558317 19.152085637950897 19.495219947052004 19.287235992240905 0.0375 False False 0.3 0.7 1.5 0.02 8 3 12.912465199828148 7.494438315762152 6.45594651642358 0.6435516194248194 1.160858178842824 -3.4502561898713857 -3.748567533887055 False 0.031428 Inputed -17.72225540398435 -17.3770151285752 """""" """""" """"""
-0.184392001458902 0.16799311974580305 -7.969485000351014 18.048655309899985 4502.479844000569 194.4341658458017 49 36 36 68.80879629962146 47 True False 2019ply 44.945791249999 15.296861861111 SNII 0.021705 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 44.945791249999 15.296861861111 TNS 2019ply ZTF19abxjrge 2019ply SNII 0.021705 0.30039650394388673 0.6813473830899781 0.3884622729037943 0.48118210586781984 0.6813473830899781 0.9025176242145889 15.566462431375964 15.566462431375964 53.242333868245495 53.242333868245495 58749.30268519977 58735.44086810015 17.54084066061632 17.658060047792723 17.54084066061632 2.5771214813187773 2.5389351816848884 8.851177083921447 44.94534965 15.29444038 0.003660640607609955 16.031409105157852 20.159665054225922 21.52208174648285 0.5 """""" """""" """""" """""" 1 False True all False False 0 2.465138321163336 2.6205292449523814 44.94507333 15.2966375 0.004786360961786529 17.972190707302094 22.923381230449678 24.351459520721434 0.95 False False 0.3 0.7 1.5 0.02 8 3 13.861817099619657 8.851177083921447 2.5389351816848884 -1.3624166922569287 3.486176861769125 2.5016050064331985 3.9812410858665324 False 0.021705 Inputed -17.386641181818007 -17.2694217946416 """""" """""" """"""
-0.13646680783639376 0.3029532268822482 -7.044122992902384 16.12113602092316 5913.154355632101 130.87029965302187 172 100 100 73.80155100021511 122 True False 2020oij 328.1238333333333 42.90688055555555 SNIa 0.021 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 328.1238333333333 42.90688055555555 TNS 2020oij ZTF20abkdpsy 2020oij SNIa 0.021 -0.0794357100451002 0.3788271449635694 0.021733122293714047 0.13148075220197342 0.3788271449635694 0.6671399809241088 15.605731541516995 15.605731541516995 58.19581945869812 58.19581945869812 59053.38621529983 59039.48703699978 15.562916052069408 15.562916052069408 15.795575396594286 13.001244336098125 1.413060373949728 4.483713746495287 328.12395033 42.90812308 0.009695920326285967 19.041578918266296 19.555550095939637 19.3210188126564 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.413060373949728 4.483713746495287 328.12395033 42.90812308 0.009695920326285967 19.041578918266296 19.555550095939637 19.3210188126564 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.899178300052881 4.483713746495287 1.413060373949728 0.23453128328323558 3.173051788270444 3.992634043870229 3.5254434160621155 False 0.021 Inputed -19.059816549275688 -19.292475893800567 """""" """""" """"""
-0.09429351931782065 0.39408215819051584 -8.711926280767667 18.28767424404951 6144.95705680599 92.0531737645169 42 35 35 45.86209490010515 44 True True 2020hms 250.19966666666664 32.23828888888889 SNIa 0.05728 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 250.19966666666664 32.23828888888889 TNS 2020hms ZTF20aaurknv 2020hms SNIa 0.05728 -0.07643118202849308 0.6237668219419206 0.07031150741787329 0.23486921709398345 0.6237668219419206 1.1045043805374348 2.1416084318350084 2.1416084318350084 43.72048646827014 43.72048646827014 58956.39291669987 58955.41488429997 18.015651228976715 18.015651228976715 18.101874664840622 4.365335688424125 2.8574070100165394 8.558225268985993 250.1975090516895 32.2398123550812 0.001686690300076621 14.98810954761684 15.911639690065382 15.347512322113513 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 4.748493496495382 250.199545110599 32.2396039015929 0.033643883527269325 20.874499503557683 18.458930466303826 20.452387198281286 0.875 False False 0.3 0.7 1.5 0.02 8 3 0.9780323999002576 8.558225268985993 2.8574070100165394 0.564127367951869 2.995101936470876 -2.104011538911333 -2.7543623427271093 False 0.05728 Inputed -18.95152233441231 -19.037745770276217 """""" """""" """"""
-0.13434556134688894 0.31181718429379085 -12.453752300265291 18.329213135901387 4441.182318686631 115.32835152960186 29 16 16 36.954988500103354 58 True False 2019ner 264.86202291666 31.243414472222 SNIa 0.053 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 264.86202291666 31.243414472222 TNS 2019ner ZTF19abpbqor 2019ner SNIa 0.053 0.44065372831839156 1.186843337643218 0.6044309906118528 0.7826873997177017 1.186843337643218 1.662474594701827 15.279610684568452 15.279610684568452 21.6753778155349 21.6753778155349 58725.245810199995 58706.18663189979 18.18266795209639 18.375815661917706 18.18266795209639 0.809346448980393 2.597621326894776 6.13774942522756 264.86148235 31.24177338 0.00176442755373174 15.696710371494293 16.438948366928102 15.906723264598845 1.0 """""" """""" """""" """""" 1 False True all False False 0 1.1185367344149917 2.2027626598664463 264.86257871 31.24379995 0.004456714435400411 19.393437292814255 21.912647658109666 21.108556815242768 1.0 False False 0.3 0.7 1.5 0.02 8 3 19.059178300201893 6.13774942522756 2.597621326894776 0.5322251023292566 2.3628345523959378 -1.9368672949896037 -2.275944687497546 False 0.053 Inputed -18.699930122038158 -18.506782412216843 """""" """""" """"""
-0.0022290513433488204 0.7467514568579925 -15.173589194951614 16.95108399594814 4784.806025998688 207.39216155432263 120 65 65 73.87021990027279 63 True True 2020dvt 234.4521625 38.146481388888 SNII 0.014 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 234.4521625 38.146481388888 TNS 2020dvt ZTF20aascvvo 2020dvt SNII 0.014 0.25330440165832613 0.5981671199579139 0.33338007469095743 0.41744748675564836 0.5981671199579139 0.7967539035995017 121.71348900805064 121.71348900805064 -47.84326910777786 -47.84326910777786 58917.393391199876 58911.51400459977 16.76644568384506 16.76644568384506 16.946121257027773 3.970449603460907 2.064741235067165 4.156655946167918 234.453445458696 38.147042784509296 0.009135180362870421 18.69881548886955 19.09521271527469 18.836672612678406 0.9550000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.064741235067165 4.156655946167918 234.453445458696 38.147042784509296 0.009135180362870421 18.69881548886955 19.09521271527469 18.836672612678406 0.9550000000000001 False False 0.3 0.7 1.5 0.02 8 3 5.879386600106955 4.156655946167918 2.064741235067165 0.25854010259628524 2.0131607174652584 2.3287670314296314 1.8905513556506328 False 0.014 Inputed -17.024931122391216 -17.20460669557393 """""" """""" """"""
-0.03423468384202682 0.4236977350903051 -12.669997299620583 17.31726291228638 6095.679744653642 169.66019034525146 126 53 53 73.89061339991167 28 True False 2020svn 59.544624999999996 -8.816919444444444 SNII 0.02891 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 59.544624999999996 -8.816919444444444 TNS 2020svn ZTF20abyylgi 2020svn SNII 0.02891 -0.09149873368135886 0.24545801826603864 -0.014992306019998125 0.06651141772521996 0.24545801826603864 0.44732663828278163 20.4357296175359 20.4357296175359 53.454883782375774 53.454883782375774 59116.502453700174 59108.48049770016 16.938048280374186 16.938048280374186 17.11229289965583 1.911528452177422 4.256253068502974 15.901799426763366 59.54343721 -8.82117781 0.003642732383502434 14.525682244968415 15.404665251469613 14.770009358215333 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.256253068502974 15.901799426763366 59.54343721 -8.82117781 0.003642732383502434 14.525682244968415 15.404665251469613 14.770009358215333 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.021956000011414 15.901799426763366 4.256253068502974 0.6346558932542798 3.736102898683233 -1.5333830289045736 -2.342283541440498 False 0.02891 Inputed -18.441551569710303 -18.615796188991947 """""" """""" """"""
-0.13449832267157408 0.2596945413404821 -9.213212257007804 17.358881034940318 5271.026748423023 129.21334962494018 64 49 49 67.86825230019167 62 True True 2021uib 317.3221749999999 -6.814016666666666 SNIa 0.0576 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 317.3221749999999 -6.814016666666666 TNS 2021uib ZTF21abothvq 2021uib SNIa 0.0576 0.10132443626994103 0.6339431117287333 0.21924449198333917 0.3469171705673233 0.6339431117287333 0.9676989540239056 13.909750723568228 13.909750723568228 53.95850157662344 53.95850157662344 59435.37936339993 59422.28068289999 16.972932325828104 16.972932325828104 17.13132450462182 6.342510243122299 1.6659789776762384 4.175044146014242 317.321124576248 -6.814523744254711 0.009091156468302164 18.935860735623837 19.231200191435814 19.141069408626556 0.985 """""" """""" """""" """""" 0 False True all False False 0 1.6659789776762384 4.175044146014242 317.321124576248 -6.814523744254711 0.009091156468302164 18.935860735623837 19.231200191435814 19.141069408626556 0.985 False False 0.3 0.7 1.5 0.02 8 3 13.09868049994111 4.175044146014242 1.6659789776762384 0.09013078280925768 2.5060605217466367 2.25826786560771 2.0097449040047373 False 0.0576 Inputed -19.934330673856163 -20.092722852649878 """""" """""" """"""
-0.10935115016628032 0.31404335880001655 -9.515909320868671 17.711555322597036 3275.576418313488 153.32402028660084 31 23 23 46.015462999697775 34 True True 2019gcl 179.22924958333 22.142086194444 SNIc-BL 0.027 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 179.22924958333 22.142086194444 TNS 2019gcl ZTF19aavkvpw 2019gcl SNIc-BL 0.027 0.972679746493764 1.659914472175405 1.1290796330524628 1.2953847356985477 1.659914472175405 2.070987047862296 14.114455235772505 14.114455235772505 31.90100776392527 31.90100776392527 58646.2250926001 58633.18651620019 17.366862560012134 18.282508575704302 17.366862560012134 1.116940438912393 1.2764220479145207 1.6875244132085143 179.2293539190195 22.1425448810907 0.002045943915986559 18.434611719474795 18.614001689400673 18.446808257337807 0.9400000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.2764220479145207 1.6875244132085143 179.2293539190195 22.1425448810907 0.002045943915986559 18.434611719474795 18.614001689400673 18.446808257337807 0.9400000000000001 False False 0.3 0.7 1.5 0.02 8 3 13.03857639990747 1.6875244132085143 1.2764220479145207 0.16719343206286652 1.3220740083310785 0.33149311369637147 1.0799456973256731 False 0.027 Inputed -18.03752756917606 -17.12188155348389 """""" """""" """"""
-0.17991384749382916 0.11900892499705837 -9.314809393713048 19.033180533757047 5610.90220602035 84.79345547214038 83 68 68 63.81648150039837 56 True True 2019gbh 268.06525916666 47.267797 SNIa 0.098 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 268.06525916666 47.267797 TNS 2019gbh ZTF19aavidqf 2019gbh SNIa 0.098 0.06674013500717635 0.9296048874946123 0.24579866832520736 0.447802760580867 0.9296048874946123 1.5328165405038234 16.347488101513143 16.347488101513143 47.468993398885225 47.468993398885225 58641.21668979991 58627.3853703998 18.412261818178845 18.412261818178845 18.463103967951064 1.4872201141544108 1.3234372784534936 4.6633111082861705 268.0643005172145 47.26667682504165 0.0010326085884152514 16.057774178491833 17.118265920538903 16.408321731723547 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.3234372784534936 4.6633111082861705 268.0643005172145 47.26667682504165 0.0010326085884152514 16.057774178491833 17.118265920538903 16.408321731723547 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 13.83131940010935 4.6633111082861705 1.3234372784534936 0.7099441888153564 3.523635901911042 -1.2939958976399417 -2.054782236227517 False 0.098 Inputed -19.775863840192162 -19.82670598996438 """""" """""" """"""
-0.045602828081376834 0.41359253925270534 -19.839149951454406 17.904477291363733 5154.90872847463 332.35414654317833 98 42 42 73.87398150004447 44 True True 2020abdi 183.2088333333333 39.80813055555555 SNII 0.053 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 183.2088333333333 39.80813055555555 TNS 2020abdi ZTF20acuhgar 2020abdi SNII 0.053 0.11701801197354555 0.3066427927373283 0.16224109973575906 0.20889721569906428 0.3066427927373283 0.4105311379433161 46.486511459359065 46.486511459359065 27.387470040685397 27.387470040685397 59223.47320599994 59176.5076156999 17.678620998400785 17.726345898168127 17.678620998400785 0.6627692255171398 4.654554368739446 9.699193631596854 183.21192994865902 39.8068656273056 0.00380073768426048 15.355256824817658 16.067369707961085 15.619188073096275 1.0 """""" """""" """""" """""" 5 False True all False False 0 0.7 1.7729247911828638 183.209456779539 39.808245295103 0.062176294358089246 23.767337969686984 23.007673812191488 24.500855222659112 0.225 False False 0.3 0.7 1.5 0.02 8 3 46.96559030003846 9.699193631596854 4.654554368739446 0.44818163486480955 2.083807140966667 -1.6589761902070421 -2.0594329253045096 False 0.053 Inputed -19.203977075733764 -19.156252175966422 """""" """""" """"""
-0.008533152607391828 0.1939626758163287 -0.07944475245692573 18.57822125655248 3904.5649309347878 327.7511811736397 95 50 50 71.9473610999994 77 True True 2021enz 181.77175 42.98841111111111 SNII 0.024 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 181.77175 42.98841111111111 TNS 2021enz ZTF21aanzcuj 2021enz SNII 0.024 0.4791004296593222 0.7185996663975089 0.5363177151173915 0.5952784274733958 0.7185996663975089 0.8494162996183974 243.0572589893874 243.0572589893874 -171.109897889388 -171.109897889388 59329.2471758998 59278.31253470015 18.404072774807325 18.726784897359202 18.404072774807325 0.9026118827686158 0.7 1.5250517630618199 181.771383707463 42.9887392378173 0.017047310191432685 22.263435746239423 22.35425095533967 22.23411775550723 0.3833333333333333 """""" """""" """""" """""" 0 False True all False False 0 0.7 1.5250517630618199 181.771383707463 42.9887392378173 0.017047310191432685 22.263435746239423 22.35425095533967 22.23411775550723 0.3833333333333333 False False 0.3 0.7 1.5 0.02 8 3 50.934641199652106 1.5250517630618199 0.7 0.12013319983243775 2.1786453758026 3.6274660579804667 3.830044980699906 False 0.024 Inputed -16.742922863107736 -16.42021074055586 """""" """""" """"""
-0.004611734324947247 0.4531246499684942 -9.438755032940477 18.185604665306155 4440.451092380677 155.47780538010966 32 19 19 62.81284729996696 158 True False 2019lsj 294.24637833333 -11.95378386111 SNIIP 0.023 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 294.24637833333 -11.95378386111 TNS 2019lsj ZTF19abiahko 2019lsj SNIIP 0.023 0.35739875693597867 0.8628347491618058 0.4720463310421543 0.5942388795610718 0.8628347491618058 1.1666010161465508 172.29387277234076 172.29387277234076 -109.4810254723738 -109.4810254723738 58698.400358799845 58688.31422450021 18.120970816326434 18.265129667227544 18.120970816326434 0.8936714980970107 3.724455351635481 6.3300414499489515 294.2478573 -11.95278473 0.0024512825950159245 15.615907253599168 16.38958038549423 15.878959415626525 1.0 """""" """""" """""" """""" 2 False True all False False 0 0.9004887945996874 2.768672000143192 294.24675236 -11.95446031 0.006906289941306154 19.83800318760872 21.920706075763704 21.261995513343813 0.6166666666666667 False False 0.3 0.7 1.5 0.02 8 3 10.086134299635887 6.3300414499489515 3.724455351635481 0.5106209698677056 1.6995884907492063 -1.8755492817333135 -2.2420114006999086 False 0.023 Inputed -16.933061152918416 -16.788902302017306 """""" """""" """"""
-0.11963654961565848 0.3084320005967026 -6.3135845670105075 18.72495973002828 5267.4024633294175 227.98865465864964 15 14 14 46.78925919998437 74 True False 2020akz 123.99973333333332 -18.281058333333334 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 123.99973333333332 -18.281058333333334 TNS 2020akz ZTF20aafzcab 2020akz SNIa 0.08 0.039921774400951904 0.30916590464584104 0.10270026079403749 0.16843249936717797 0.30916590464584104 0.4629710856518692 15.456746975199259 15.456746975199259 31.332512224785113 31.332512224785113 58864.39898149995 58852.460543999914 18.35441880305526 18.35441880305526 18.4566982939835 0.6480793169515858 3.5982612222442225 4.754277572875411 123.99859595 -18.28029826 0.002330219627586394 15.878637889528274 17.003472164011 16.275920330190658 0.99 """""" """""" """""" """""" 0 False True all False False 0 3.5982612222442225 4.754277572875411 123.99859595 -18.28029826 0.002330219627586394 15.878637889528274 17.003472164011 16.275920330190658 0.99 False False 0.3 0.7 1.5 0.02 8 3 11.938437500037253 4.754277572875411 3.5982612222442225 0.7275518338203426 1.3212708247763583 -1.3509466390442597 -2.180777963792842 False 0.08 Inputed -19.333235728087878 -19.435515219016118 """""" """""" """"""
-0.21582363871386975 0.20051589943329834 -8.673602747331454 16.839359818143574 5843.375038715555 119.6566789441682 53 34 34 71.9644097997807 27 True True 2020abfa 46.835874999999994 4.3905111111111115 SNIa 0.028023 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 46.835874999999994 4.3905111111111115 TNS 2020abfa ZTF20actskcf 2020abfa SNIa 0.028023 -0.040006547529447545 0.48534059450570766 0.07476775872827801 0.20010919238571034 0.48534059450570766 0.8218856489671609 11.776222714694704 11.776222714694704 60.18818708508599 60.18818708508599 59192.21348380018 59179.20891200006 16.24637583265188 16.24637583265188 16.378463353159916 7.652685839004679 2.4681916713618057 3.279493801151195 46.8349909247483 4.390741021841276 0.0003363074762682272 14.317570321311951 15.458217773866654 14.706690543422699 0.7450000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.4681916713618057 3.279493801151195 46.8349909247483 4.390741021841276 0.0003363074762682272 14.317570321311951 15.458217773866654 14.706690543422699 0.7450000000000001 False False 0.3 0.7 1.5 0.02 8 3 13.004571800120175 3.279493801151195 2.4681916713618057 0.7515272304439549 1.3287030497683188 -0.7881580587852248 -1.6717728097372166 False 0.028023 Inputed -19.10723481106405 -19.239322331572087 """""" """""" """"""
-0.1765535477764187 0.2629674307249188 -3.9028550754891627 17.12308163746801 5555.215586162153 224.04176900045297 48 29 29 70.95136569999158 33 True True 2018jny 141.15728083333 25.395100305555 SNIa 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 141.15728083333 25.395100305555 TNS 2018jny ZTF18acsovsw 2018jny SNIa 0.03 -0.045894528237823806 0.21094735229931416 0.013841955568093312 0.07649218191821561 0.21094735229931416 0.3583276502114465 15.652789782178543 15.652789782178543 55.29857591781304 55.29857591781304 58467.452650499996 58455.46255790023 16.607263229431037 16.607263229431037 16.710379827949726 6.754060779745935 4.249123286161597 11.731466560202554 141.1589850924325 25.3979724373683 0.015082680801223658 16.98015280172348 17.54031901075721 17.126005383650064 0.945 """""" """""" """""" """""" 1 False True all False False 0 0.7 6.264602575532206 141.158559571511 25.3964017527437 0.07777174017089172 21.32397347026229 21.101510107049943 21.372490870444775 0.53 False False 0.3 0.7 1.5 0.02 8 3 11.990092599764466 11.731466560202554 4.249123286161597 0.4143136271071448 2.7609146099406443 0.9330557813261713 0.41562555570033766 False 0.03 Inputed -18.924417625675602 -19.02753422419429 """""" """""" """"""
-0.05185576560007271 0.3323802043987026 -8.67995018015733 19.829632050914395 5648.008151496323 162.98391905852475 27 22 22 68.91619209991768 23 True True 2019kws 213.768583 50.651889 SLSN-I 0.1977 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 213.768583 50.651889 TNS 2019kws ZTF19aamhhiz 2019kws SLSN-I 0.1977 -0.020454781293761215 0.35295965539815555 0.0641286997623034 0.1543744471754671 0.35295965539815555 0.5776445218470556 32.58127456882734 32.58127456882734 36.33491753109034 36.33491753109034 58567.410439800005 58547.39035880007 19.422687075246067 19.422687075246067 19.549688058567757 0.5676310101128929 0.9884108732516484 9.369635966198624 213.76598726 50.64987276 0.2416129954307421 21.887915210878848 24.222964873212575 23.018278094518184 0.875 """""" """""" """""" """""" 0 False True all False False 0 0.9884108732516484 9.369635966198624 213.76598726 50.64987276 0.2416129954307421 21.887915210878848 24.222964873212575 23.018278094518184 0.875 False False 0.3 0.7 1.5 0.02 8 3 20.02008099993691 0.0 0.0 0.0 0.0 4.217312924753934 3.720311941432243 True 0.1977 Inputed -20.252976160143817 -20.379977143465506 """""" """""" """"""
-0.13449503016175207 0.33533484000282787 -5.310782623587282 19.61738727550246 5782.614569896239 198.94116771950885 17 9 9 23.05968749988824 43 True True 2020crz 223.48516249999997 4.7720666666666665 SNIa 0.13 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 223.48516249999997 4.7720666666666665 TNS 2020crz ZTF20aaodnmm 2020crz SNIa 0.13 -0.08552433849881069 0.19788749964281038 -0.020252158947759114 0.04864320319743243 0.19788749964281038 0.3634217952961265 6.858730788985766 6.858730788985766 16.200956710902474 16.200956710902474 58895.5067592999 58891.46115740016 19.353509533937935 19.366758362128376 19.353509533937935 2.0943423222223467 1.283722901087704 3.031155813405623 223.485307783302 4.772896113590495 0.0014350446283657448 17.28078387050152 18.559364865391252 17.745822333344222 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.283722901087704 3.031155813405623 223.485307783302 4.772896113590495 0.0014350446283657448 17.28078387050152 18.559364865391252 17.745822333344222 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 4.04560189973563 3.031155813405623 1.283722901087704 0.8135425320470304 2.3612228237396957 -0.8073934967371237 -1.6076872005937126 False 0.13 Inputed -19.51297372188446 -19.49972489369402 """""" """""" """"""
-0.11164666771366082 0.29028307294553146 -18.425376496016735 18.1090789384312 4203.7274345564465 174.14416026990511 70 39 39 69.7720948997885 52 True True 2020dwg 239.60333333333332 32.968919444444445 SNIa 0.048 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 239.60333333333332 32.968919444444445 TNS 2020dwg ZTF20aascwar 2020dwg SNIa 0.048 0.5386543512370565 1.0290133590638106 0.6512380749036595 0.7702887504660509 1.0290133590638106 1.3174529930634158 17.580430584232843 17.580430584232843 52.191664315555656 52.191664315555656 58936.443518499844 58911.5164005002 18.044917096746307 18.384011009059996 18.044917096746307 2.5310331662074597 1.9511391096918689 7.265710736514897 239.60573584987748 32.96881659317075 0.0006851538393598533 14.384517340899706 15.321504782810212 14.696068131022454 0.44000000000000006 """""" """""" """""" """""" 1 False True all False False 0 0.7 4.494809704879518 239.602237235383 32.9680749054707 0.08045990988095197 22.186702857682704 23.166185707316398 22.538211718797683 0.15 False False 0.3 0.7 1.5 0.02 8 3 24.927117999643087 7.265710736514897 1.9511391096918689 0.6254366517877585 3.7238301976645456 -3.062506226249784 -3.348848965723853 False 0.048 Inputed -18.6199512482726 -18.28085733595891 """""" """""" """"""
-0.026252630846020183 0.6435176364738803 -15.177275307619045 17.285088218889406 5794.523758312141 382.78773784077146 200 51 51 73.93211810011417 74 True True 2020qlb 286.956567 62.963764 SLSN-I 0.1585 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 286.956567 62.963764 TNS 2020qlb ZTF20abobpcb 2020qlb SLSN-I 0.1585 -0.07167498645302928 0.06972702051069746 -0.03779728711196739 -0.0029511612788937214 0.06972702051069746 0.1465235698227083 75.46349498782133 75.46349498782133 -1.5313768877071716 -1.5313768877071716 59127.181898099836 59053.332048600074 17.082345052611586 17.082345052611586 17.243999638552904 0.3995575583412698 0.71114948284746 0.3123200023234964 286.9564267279135 62.963705169528296 0.006975859888876501 22.006857324852945 21.6782503802228 21.911624335711004 0.31 """""" """""" """""" """""" 0 False True all False False 0 0.71114948284746 0.3123200023234964 286.9564267279135 62.963705169528296 0.006975859888876501 22.006857324852945 21.6782503802228 21.911624335711004 0.31 False False 0.3 0.7 1.5 0.02 8 3 73.84984949976206 0.3123200023234964 0.71114948284746 -0.2333739554882044 0.4391763052023316 4.595905327611213 4.6676246971581 False 0.1585 Inputed -22.06437491445104 -22.226029500392357 """""" """""" """"""
-0.14212237840666353 0.27891833874386984 -23.49500424718692 18.85968264692729 5942.680176360453 240.4291705505739 15 8 8 24.985972200054675 52 True True 2019wgx 141.41639166666664 13.137236111111111 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 141.41639166666664 13.137236111111111 TNS 2019wgx ZTF19acxozhr 2019wgx SNIa 0.1 -0.02895259339366163 0.2120656608881646 0.027393683088444476 0.0862894893380286 0.2120656608881646 0.3490706161371513 -14.510942433751433 -14.510942433751433 39.49691463380611 39.49691463380611 58827.45138890017 58827.45138890017 18.785479867428975 18.80389088596475 18.785479867428975 1.2257249039326985 2.865000383272495 8.193345867708583 141.41680609614548 13.134996250899949 0.004003566225647903 16.20319613031745 17.273010043520927 16.549457944562434 0.99 """""" """""" """""" """""" 2 False True all False False 0 0.7 2.2558689892566144 141.415759195297 13.1373514797864 0.021062424242114575 21.88963120280981 21.740304840078355 21.93221674068451 0.45 False False 0.3 0.7 1.5 0.02 8 3 0.0 8.193345867708583 2.865000383272495 0.7235520989584927 2.8598062030099562 -1.5308808424438247 -2.2360219228665414 False 0.1 Inputed -19.498262231041952 -19.479851212506176 """""" """""" """"""
-0.11508150562156678 0.20600789574122375 -13.61047793300586 18.313366095464048 4483.388832391698 99.46261217620554 26 15 15 43.90363429998979 107 True False 2020ikd 267.0491666666667 9.302555555555557 SNIa 0.037 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 267.0491666666667 9.302555555555557 TNS 2020ikd ZTF20aawxsit 2020ikd SNIa 0.037 0.47608257443815916 1.3824162915403164 0.6709753926612159 0.8858543621191792 1.3824162915403164 1.98119425145277 17.100292941896726 17.100292941896726 26.803341358093064 26.803341358093064 58984.39783560019 58967.415080999956 17.91743039761808 18.268977467959974 17.91743039761808 3.4302875468325316 3.5753831230547055 3.060894198892203 267.05000437 9.30235678 0.0006253475876016878 14.418374297809601 15.107609570503234 14.674707461357118 0.93 """""" """""" """""" """""" 0 False True all False False 0 3.5753831230547055 3.060894198892203 267.05000437 9.30235678 0.0006253475876016878 14.418374297809601 15.107609570503234 14.674707461357118 0.93 False False 0.3 0.7 1.5 0.02 8 3 16.98275460023433 3.060894198892203 3.5753831230547055 0.4329021091461165 0.8561024353320386 -3.1613678974567403 -3.2427229362609626 False 0.037 Inputed -18.176502801633035 -17.82495573129114 """""" """""" """"""
-0.10551362518506213 0.42034128257534653 -9.802695243073563 18.410296374421748 5548.961886678047 65.75692325787375 21 13 13 23.99469910003245 50 True True 2018kgv 13.615130416666 24.628870805555 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 13.615130416666 24.628870805555 TNS 2018kgv ZTF18acxijqw 2018kgv SNIa 0.08 0.14046926722694053 1.3963848358722473 0.3880196577376829 0.6763003907146619 1.3963848358722473 2.351999687499273 10.52599819702013 10.52599819702013 13.46870090301232 13.46870090301232 58481.30232639983 58469.187627300154 18.165455495238106 18.208731437494166 18.165455495238106 0.8749332386455086 1.4702022518894367 1.3850883666493359 13.6150156025946 24.629241125983 0.0008266389713860178 17.082510208053588 18.10267222368002 17.45364594948292 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.4702022518894367 1.3850883666493359 13.6150156025946 24.629241125983 0.0008266389713860178 17.082510208053588 18.10267222368002 17.45364594948292 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.114699099678546 1.3850883666493359 1.4702022518894367 0.6490262741971016 0.9421073630306875 -0.10605921381414518 -0.7118095457551874 False 0.08 Inputed -19.624478526833272 -19.581202584577213 """""" """""" """"""
-0.022708320323817376 0.36334796711951933 -16.766498010637143 19.113332741763642 4114.140334899335 167.07810264709195 14 6 6 21.94394680019468 33 True True 2020nny 344.6426166666666 15.170852777777776 SNII 0.030654 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 344.6426166666666 15.170852777777776 TNS 2020nny ZTF20abisitz 2020nny SNII 0.030654 0.5695601573395166 1.091127773240423 0.6889052809294611 0.8153795367420216 1.091127773240423 1.3998447271327628 27.816029553083744 27.816029553083744 -5.872082752889064 -5.872082752889064 59026.47439809982 59026.47439809982 18.97845731104537 19.643269980031082 18.97845731104537 0.950139660493026 3.4671971392624044 7.070924386693744 344.642903750162 15.1727972819206 0.0006136443725066609 13.757674342260362 14.589102809038163 14.045192787961959 0.8800000000000001 """""" """""" """""" """""" 0 False True all False False 0 3.4671971392624044 7.070924386693744 344.642903750162 15.1727972819206 0.0006136443725066609 13.757674342260362 14.589102809038163 14.045192787961959 0.8800000000000001 False False 0.3 0.7 1.5 0.02 8 3 0.0 7.070924386693744 3.4671971392624044 0.5439100210762042 2.039377659442226 -5.054167170992919 -4.9332645230834125 False 0.030654 Inputed -16.703521179106158 -16.038708510120447 """""" """""" """"""
-0.18598447085791942 0.30804629079616774 -8.723660421045114 18.67770221191119 4257.449934473915 122.56258714985542 22 8 8 16.95178240025416 37 True True 2021cad 163.9394333333333 24.027655555555555 SNIa 0.041546 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 163.9394333333333 24.027655555555555 TNS 2021cad ZTF21aahfbkh 2021cad SNIa 0.041546 0.45052564165316156 1.1491320467363337 0.6050700729424037 0.772437391183459 1.1491320467363337 1.5883284723930657 1.6082821566469434 1.6082821566469434 15.343500243607217 15.343500243607217 59255.40241899993 59251.40167819988 18.345329241162204 18.70745083327753 18.345329241162204 13.316481366010617 2.0668993769247255 3.506164653244061 163.93894032626798 24.028519147568048 0.0004941232306728827 15.058935270922781 16.181303904316422 15.420980442752839 0.9349999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.0668993769247255 3.506164653244061 163.93894032626798 24.028519147568048 0.0004941232306728827 15.058935270922781 16.181303904316422 15.420980442752839 0.9349999999999999 False False 0.3 0.7 1.5 0.02 8 3 4.000740800052881 3.506164653244061 2.0668993769247255 0.7603234615635834 1.6963402729651857 -2.526146928961108 -2.9243487984093655 False 0.041546 Inputed -18.00263160657024 -17.640510014454915 """""" """""" """"""
-0.11637663775358872 0.340257768688357 -5.483157676214426 18.509210913342997 6100.835120692572 61.4468702948496 32 12 12 38.01165510015562 74 True True 2019fjt 159.13612291666 45.279602972222 SNIa 0.05362 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 159.13612291666 45.279602972222 TNS 2019fjt ZTF19aauoulb 2019fjt SNIa 0.05362 -0.07413684111461549 1.1068856856555769 0.15268330341706005 0.4212715780337639 1.1068856856555769 2.0389151724795447 9.774933012337872 9.774933012337872 28.23672208781775 28.23672208781775 58622.161064799875 58616.16644679988 17.892732798518995 17.892732798518995 18.41042132444873 9.894967641653192 3.72071863750946 8.621245501501326 159.13273143807652 45.2794028048858 0.001179911616303042 14.25073548017323 15.31516269626975 14.556848539173604 0.97 """""" """""" """""" """""" 1 False True all False False 0 0.7 6.659866640007704 159.136073786205 45.2777533323175 0.17871885516424713 22.33967365307212 23.582850286622048 23.694681943768263 0.5 False False 0.3 0.7 1.5 0.02 8 3 5.99461799999699 8.621245501501326 3.72071863750946 0.7583141570961462 2.317091492645661 -2.577570102249245 -3.8535727852751265 False 0.05362 Inputed -18.497746248746214 -19.01543477467595 """""" """""" """"""
-0.1716431989528382 0.15670903318686186 -9.427610622198813 18.58919328186931 6028.968301264318 84.04360516917504 104 89 89 65.84516200004146 49 True True 2020nr 155.72073333333333 54.06041666666666 SNIa 0.0629 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 155.72073333333333 54.06041666666666 TNS 2020nr ZTF20aacbtgq 2020nr SNIa 0.0629 -0.02890164099566661 0.7849609424002999 0.13914831378682635 0.3293605001464819 0.7849609424002999 1.3578417308997466 19.258068459012378 19.258068459012378 46.58709354102908 46.58709354102908 58867.40631939983 58849.51841440005 17.945099838069414 17.945099838069414 18.04257375743486 2.397466671151587 4.2625607747039265 5.5038029591648545 155.7194293042965 54.061740128742954 0.00942398413278045 17.294424194315376 17.93533158190131 17.56946531149447 0.9349999999999998 """""" """""" """""" """""" 1 False True all False False 0 0.7 2.12150130489369 155.721689501107 54.0602368648341 0.040784645284988374 22.887281447235942 22.31279842377186 22.98098731101036 0.175 False False 0.3 0.7 1.5 0.02 8 3 17.887904999777675 5.5038029591648545 4.2625607747039265 0.3658662704068405 1.2911963606072323 -0.009768256168104728 -0.47310844594039025 False 0.0629 Inputed -19.21686696664468 -19.314340886010125 """""" """""" """"""
-0.18892822761700587 0.31689555499971944 -7.205560061357184 19.128458976636836 5677.153717207559 197.58068986215565 28 13 13 25.80053239967674 33 True True 2019drp 215.51088416666 30.067005555555 SNIa 0.08523 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 215.51088416666 30.067005555555 TNS 2019drp ZTF19aarfnto 2019drp SNIa 0.08523 -0.04936997403332555 0.24481985005587248 0.01839172942882783 0.08990965180622723 0.24481985005587248 0.41662333358176085 6.692037049482148 6.692037049482148 19.10849535019459 19.10849535019459 58600.23815969983 58592.42320600012 18.745629460524007 18.745629460524007 18.892299091467926 0.447537195885785 2.575830733458717 1.4254150086230215 215.5106318962885 30.066675238453 0.0009546725240158205 15.96275661527574 17.14348873257041 16.36791324661732 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.575830733458717 1.4254150086230215 215.5106318962885 30.066675238453 0.0009546725240158205 15.96275661527574 17.14348873257041 16.36791324661732 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 7.814953699707985 1.4254150086230215 2.575830733458717 0.775575485953091 0.5533806977716406 -1.6021407279535964 -2.524385844850606 False 0.08523 Inputed -19.037614128656273 -19.18428375960019 """""" """""" """"""
-0.09941084443295829 0.31332452691190626 -28.5145331882482 17.774908700674345 4492.549629710699 253.6320583158148 35 35 35 50.975567100103945 46 True False 2021oul 359.18637499999994 79.27286944444444 SNII 0.034 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 359.18637499999994 79.27286944444444 TNS 2021oul ZTF21abezono 2021oul SNII 0.034 0.42792649152728046 0.7344203542280816 0.5001571449528157 0.5752560943147209 0.7344203542280816 0.9061784347385853 -16.840597562803367 -16.840597562803367 67.81616466290731 67.81616466290731 59373.41228009993 59373.41228009993 17.790290356565333 18.16449546463735 17.790290356565333 1.3179528971497712 2.9737420438023 0.944550372594712 359.18565155 79.27309463 0.0025293064310664137 16.93226187620163 18.034440771198273 17.3781793258667 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 0.4327727191769216 359.18620917 79.27275326 0.012965244181220248 22.81 23.64 23.27 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.944550372594712 2.9737420438023 0.6562614453315732 0.31763023109663757 -0.13005469343907805 -0.4121110306986324 False 0.034 Inputed -18.1184366807187 -17.74423157264668 """""" """""" """"""
-0.009117323358500951 0.6745314464210493 -16.735764017708064 18.57579812706381 6103.269361773269 130.8710961188128 105 55 55 70.9205323997885 133 True False 2019oba 299.26444624999 50.188964694444 SNII 0.031 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 299.26444624999 50.188964694444 TNS 2019oba ZTF19abpyqog 2019oba SNII 0.031 -0.024314841030687262 0.4545180187534221 0.08155152694593326 0.1962834640339821 0.4545180187534221 0.755082694924905 30.58182763902626 30.58182763902626 40.33870476076224 40.33870476076224 58718.309201399796 58714.177199100144 18.38951245800965 18.38951245800965 18.478980437119887 0.5096802625654312 3.6818712178099857 13.918716335686863 299.25973957 50.18654255 0.008320786659925528 15.973284125423433 21.13255309305191 16.168135083198546 0.5 """""" """""" """""" """""" 6 False True all False False 0 0.9885885384775176 6.870109086747129 299.26670059 50.18771629 0.021966264907357536 19.33837697725296 20.007356475925445 19.405816299247743 0.01 False False 0.3 0.7 1.5 0.02 8 3 4.132002299651504 13.918716335686863 3.6818712178099857 4.964418009853365 3.780337636025699 2.7430406350422594 -2.3108453539213407 False 0.031 Inputed -17.22755651313573 -17.317024492245967 """""" """""" """"""
-0.13010533450625356 0.5282753022212558 -11.110923666600744 17.769810531151 5611.694932860576 142.7254190228051 33 12 12 26.030625000130385 58 True False 2019vlh 323.40341666666666 14.5755 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 323.40341666666666 14.5755 TNS 2019vlh ZTF19acudiph 2019vlh SNIa 0.06 0.02164778185495919 0.4701774783944792 0.12193372036471217 0.22983355400374705 0.4701774783944792 0.746340691322608 11.797164095654747 11.797164095654747 14.233460904475638 14.233460904475638 58829.09149309993 58811.0881829001 17.756769458426856 17.756769458426856 17.81001031008519 1.2190251030511852 2.4718696376204115 3.6405441832399528 323.40238824 14.57567881 0.0023376398688126354 16.777551091456413 17.242609718704223 16.948752942180633 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.4718696376204115 3.6405441832399528 323.40238824 14.57567881 0.0023376398688126354 16.777551091456413 17.242609718704223 16.948752942180633 1.0 False False 0.3 0.7 1.5 0.02 8 3 18.003310199826956 3.6405441832399528 2.4718696376204115 0.2938567765235902 1.472789716671542 -0.5141597397226327 -0.8612573679045568 False 0.06 Inputed -19.34549067111261 -19.398731522770944 """""" """""" """"""
-0.11842779090387853 0.25387742224953813 -5.963044682987459 18.56802755491612 5559.2068366159265 46.33527439740759 57 26 26 37.889039299916476 75 True True 2021vym 323.61696666666666 10.344444444444445 SNIa 0.076079 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 323.61696666666666 10.344444444444445 TNS 2021vym ZTF21abrlslx 2021vym SNIa 0.076079 0.10742554154024475 2.1032612526536987 0.4624768929950811 0.9023529280764357 2.1032612526536987 3.879178459496714 18.55005072484218 18.55005072484218 19.338988575074296 19.338988575074296 59448.31800930016 59435.38077550009 18.235032158807293 18.235032158807293 18.43309474209609 1.2034890451344427 1.354852189722722 10.818414015764965 323.61920883779 10.34648540410625 0.011634967996795642 17.324640024797915 18.53134101639509 17.717587501928804 1.0 """""" """""" """""" """""" 5 False True all False False 0 0.7 3.027122594081883 323.617815334032 10.3445446691201 0.1837713997741196 24.2574713578105 22.083644386339188 24.65537842080593 0.575 False False 0.3 0.7 1.5 0.02 8 3 12.937233800068498 10.818414015764965 1.354852189722722 0.8137535144662849 7.984940422157058 0.2963088575877961 -0.715507240167284 False 0.076079 Inputed -19.245842443832363 -19.443905027121158 """""" """""" """"""
-0.19144937856260316 0.2868583033879785 -5.409157309706858 17.580679779278764 3792.490501617124 248.1337318613286 35 16 16 36.93296299967915 42 True False 2020acmf 40.86169583333333 16.66290833333333 SNIa 0.025 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 40.86169583333333 16.66290833333333 TNS 2020acmf ZTF20acxdawc 2020acmf SNIa 0.025 0.5750961642347008 0.9139075744012182 0.6549103216184022 0.7379139720244581 0.9139075744012182 1.1039556243263817 12.085498999119242 12.085498999119242 24.847464000559906 24.847464000559906 59204.17019680003 59193.19824070018 17.170640121935964 17.671711728604222 17.170640121935964 1.7916262733667172 2.5125540477816597 0.8003562424765491 40.86192782 16.66290252 0.0001887242248651555 13.958418395638466 15.070374057531357 14.241297074508667 0.77 """""" """""" """""" """""" 0 False True all False False 0 2.5125540477816597 0.8003562424765491 40.86192782 16.66290252 0.0001887242248651555 13.958418395638466 15.070374057531357 14.241297074508667 0.77 False False 0.3 0.7 1.5 0.02 8 3 10.971956099849194 0.8003562424765491 2.5125540477816597 0.8290769830226896 0.31854289589638307 -2.6013376710728657 -2.929343047427297 False 0.025 Inputed -18.065544648971777 -17.56447304230352 """""" """""" """"""
-0.1503864004077065 0.3203223768023268 -6.266621519842175 17.36522334029892 4549.82517798168 194.9539022993523 13 5 5 22.00018520001322 98 True True 2019dpx 111.22470791666 -0.030031 SNIa 0.033 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 111.22470791666 -0.030031 TNS 2019dpx ZTF19aaqgnhf 2019dpx SNIa 0.033 0.26850572186713606 0.6411314729908995 0.35463525092589165 0.4453254187078528 0.6411314729908995 0.857505782680704 12.279296651937862 12.279296651937862 9.720888548075358 9.720888548075358 58598.1458101999 58587.16990739992 17.085198679458735 17.351443369794865 17.085198679458735 1.0342146494535283 4.340139386449288 4.158199730994713 111.225604285331 -0.02930252447888895 0.000987819620621888 14.459646846015453 15.523025530004501 14.892093606648444 0.99 """""" """""" """""" """""" 1 False True all False False 0 0.7 3.50807462960632 111.2237411760315 -0.0299085451512159 0.061219449185763164 22.393317603101732 17.14864821768284 18.437112363080978 0.9625 False False 0.3 0.7 1.5 0.02 8 3 10.975902799982578 4.158199730994713 4.340139386449288 0.6309319233560569 0.9580797667414499 -1.8284178397903634 -2.1931050728102903 False 0.033 Inputed -18.758170134454744 -18.491925444118614 """""" """""" """"""
-0.13495009817790646 0.42239326035128194 -4.521462222309275 16.467640363105893 6497.236884576923 95.04497110043044 59 34 34 43.0471643996425 34 True True 2021mnd 185.4441833333333 41.73952777777778 SNIa 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 185.4441833333333 41.73952777777778 TNS 2021mnd ZTF21abbvkpr 2021mnd SNIa 0.03 -0.20022259019397026 0.40480221151619133 -0.07337144273847684 0.06885355470647525 0.40480221151619133 0.8194040788897823 17.866301651004463 17.866301651004463 25.180862748638035 25.180862748638035 59366.261458300054 59350.25989580015 16.0086652538121 16.0086652538121 16.274735334308385 4.797763737518792 2.499537496002493 1.8996127476542133 185.4448651577045 41.7396677654428 0.0039548752119848984 17.833992907114627 18.116808683379887 17.90115788858533 0.985 """""" """""" """""" """""" 0 False True all False False 0 2.499537496002493 1.8996127476542133 185.4448651577045 41.7396677654428 0.0039548752119848984 17.833992907114627 18.116808683379887 17.90115788858533 0.985 False False 0.3 0.7 1.5 0.02 8 3 16.001562499906868 1.8996127476542133 2.499537496002493 0.21565079479455562 0.7599856976309664 2.108143429567786 1.626422554276946 False 0.03 Inputed -19.360062119316943 -19.626132199813227 """""" """""" """"""
-0.11758519399847987 0.4442688995793538 -7.8236709475507595 18.880019660910136 5689.671441101904 150.32763671354593 25 19 19 40.94503469998017 42 True True 2021ccl 196.60904999999997 0.27794166666666664 SNIa 0.090356 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 196.60904999999997 0.27794166666666664 TNS 2021ccl ZTF21aahptim 2021ccl SNIa 0.090356 -0.031822912283455906 0.3739157422595909 0.05930108886082408 0.15706360243218143 0.3739157422595909 0.6217387092218267 14.078120365066372 14.078120365066372 26.866914334913798 26.866914334913798 59264.41390050016 59249.41200229991 18.607093183210754 18.607093183210754 18.68792906240578 0.8722480627667694 2.3447367258462926 4.777916498950202 196.60843960276048 0.2767631586271825 0.003296356288066904 17.00261287044525 17.871539884262084 17.32827278039813 0.99 """""" """""" """""" """""" 0 False True all False False 0 2.3447367258462926 4.777916498950202 196.60843960276048 0.2767631586271825 0.003296356288066904 17.00261287044525 17.871539884262084 17.32827278039813 0.99 False False 0.3 0.7 1.5 0.02 8 3 15.001898200251162 4.777916498950202 2.3447367258462926 0.543267103863954 2.037719820004822 -0.7355532989486697 -1.3596562820076485 False 0.090356 Inputed -19.37119272355556 -19.452028602750584 """""" """""" """"""
-0.23020179407236213 0.41346528703557295 -2.7988561825840526 18.153498140921585 5216.339353179172 74.88949031771432 68 18 18 20.039294000249356 66 True False 2021tcv 32.89166249999999 43.97979166666667 SNII 0.017 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 32.89166249999999 43.97979166666667 TNS 2021tcv ZTF21ablwehd 2021tcv SNII 0.017 0.06736214916552186 1.0774382811251897 0.27186601962520385 0.5061551434171037 1.0774382811251897 1.8126474376085682 1.0376982662170406 1.0376982662170406 19.001595734032314 19.001595734032314 59409.4274420999 59409.4274420999 17.942238003633964 17.942238003633964 18.048261325638084 0.8459683083509422 0.9359182017250799 5.946652889320023 32.89361903 43.97892771 0.003353575910354123 17.212855267739297 17.791572088956833 17.64640233306885 0.16999999999999998 """""" """""" """""" """""" 1 False True all False False 0 0.7 4.35553746391236 32.89039875 43.97899366 0.06317000873216694 21.931513216662406 21.688695020151137 22.033546006679536 0.9 False False 0.3 0.7 1.5 0.02 8 3 0.0 5.946652889320023 0.9359182017250799 0.1451697558879843 6.3538169023309745 -0.15066591467713053 -0.40185899256923463 False 0.017 Inputed -16.346067899306604 -16.452091221310724 """""" """""" """"""
-0.1802392108976399 0.19773343365275156 -7.8026609650292205 17.708049797895875 5310.624432270595 174.04159567685696 12 10 10 45.932442100252956 31 True False 2020ijw 193.09001249999997 -22.962766666666667 SNIa 0.042 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 193.09001249999997 -22.962766666666667 TNS 2020ijw ZTF20aaxagnm 2020ijw SNIa 0.042 0.052521447197204196 0.4188748675113416 0.13613878243379318 0.22491375113756362 0.4188748675113416 0.6363940421974235 13.233200893163305 13.233200893163305 32.69924120708965 32.69924120708965 58979.29454859998 58967.251377299894 17.229261499037904 17.61877283897137 17.229261499037904 2.532403674791864 3.57310359615498 0.18076905088351283 193.09000878 -22.96271657 0.00039733530478403 14.04361876397133 15.002805465888978 14.37853355474472 0.96 """""" """""" """""" """""" 0 False True all False False 0 3.57310359615498 0.18076905088351283 193.09000878 -22.96271657 0.00039733530478403 14.04361876397133 15.002805465888978 14.37853355474472 0.96 False False 0.3 0.7 1.5 0.02 8 3 12.043171300087124 0.18076905088351283 3.57310359615498 0.6242719111442572 0.05059160643370054 -2.615967373082393 -2.850727944293183 False 0.042 Inputed -19.142536944110287 -18.75302560417682 """""" """""" """"""
-0.16003411418509128 0.2940547600317699 -8.752713076665732 18.29157137934726 6355.540790809748 127.26097729766416 52 38 38 66.88793980004266 38 True False 2020uwl 22.360866666666666 -15.412594444444444 SNII 0.093 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 22.360866666666666 -15.412594444444444 TNS 2020uwl ZTF20acgnenc 2020uwl SNII 0.093 -0.14984963768129944 0.2960741806659506 -0.051959038624634246 0.054619911895148476 0.2960741806659506 0.579268118166592 6.826688640741333 6.826688640741333 60.06125115930133 60.06125115930133 59134.290312500205 59126.35921300016 17.70891810873689 17.70891810873689 17.98578556885007 1.3311768229332457 2.7697178728557095 2.1206761883331824 22.36062044 -15.41205531 0.003508271088571324 17.40335666962266 17.97687388703823 17.54608527550697 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.7697178728557095 2.1206761883331824 22.36062044 -15.41205531 0.003508271088571324 17.40335666962266 17.97687388703823 17.54608527550697 1.0 False False 0.3 0.7 1.5 0.02 8 3 7.931099500041455 2.1206761883331824 2.7697178728557095 0.43078861153125914 0.7656650553172282 0.2679557783013422 -0.43970029334309757 False 0.093 Inputed -20.137184559058532 -20.414052019171713 """""" """""" """"""
-0.04364913697770027 0.32362047899553703 -28.65095668192553 19.045739283383394 5230.145371336925 225.70478685733934 82 25 25 69.86475700000301 50 True True 2018khn 134.07501791666 52.549421527777 SNIIn 0.091 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 134.07501791666 52.549421527777 TNS 2018khn ZTF18acvgjqv 2018khn SNIIn 0.091 0.1972577114812104 0.5007025505096507 0.2680988439698666 0.3422107208278895 0.5007025505096507 0.6736913632198309 47.13286565829032 47.13286565829032 22.73189134171269 22.73189134171269 58514.41256939992 58464.47539350018 18.66196927447502 18.943582529056002 18.66196927447502 1.0591996188504151 0.7836146868488111 0.14020000743913824 134.07500788244351 52.5493830642792 0.007785551863810358 21.947995462280513 22.263208806027173 22.25058949697018 0.21428571428571427 """""" """""" """""" """""" 0 False True all False False 0 0.7836146868488111 0.14020000743913824 134.07500788244351 52.5493830642792 0.007785551863810358 21.947995462280513 22.263208806027173 22.25058949697018 0.21428571428571427 False False 0.3 0.7 1.5 0.02 8 3 49.937175899744034 0.14020000743913824 0.7836146868488111 0.012619309056994155 0.17891447134934588 3.319626276971171 3.588620222495159 False 0.091 Inputed -19.412872057847594 -19.13125880326661 """""" """""" """"""
-0.15979140578137063 0.2142760555253142 -8.844775869342879 18.334296340075056 6050.73017591216 91.9720891421853 58 40 40 71.83179390011355 50 True True 2018kku 176.08337499999 34.514711 SNIa 0.0713 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 176.08337499999 34.514711 TNS 2018kku ZTF18acybdar 2018kku SNIa 0.0713 -0.05460825314597173 0.6586021276129621 0.09496059899378295 0.26261295414519026 0.6586021276129621 1.1478622997537613 15.831862882213262 15.831862882213262 55.999931017900295 55.999931017900295 58486.54423609981 58471.5082291998 17.757464349842234 17.757464349842234 17.93583539644296 2.456955470440331 1.302218184578336 0.11415076245262465 176.083413148763 34.514715164698046 0.002661816440735154 19.203259151037336 19.926151336951257 19.415658103728294 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.302218184578336 0.11415076245262465 176.083413148763 34.514715164698046 0.002661816440735154 19.203259151037336 19.926151336951257 19.415658103728294 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 15.036006900016218 0.11415076245262465 1.302218184578336 0.510493233222963 0.08765870712332831 2.168686987109023 1.479822707285333 False 0.0713 Inputed -19.599919975100942 -19.77829102170167 """""" """""" """"""
-0.17255978070200392 0.2405430765021242 -5.615275695235921 17.67485969012685 5431.652980526454 156.62913733702482 31 19 19 74.79173609986901 58 True True 2018kij 120.11002499999 42.821454138888 SNIa 0.04205 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 120.11002499999 42.821454138888 TNS 2018kij ZTF18acxyarg 2018kij SNIa 0.04205 0.008766721133032007 0.4082445932730536 0.09894916709976087 0.19537807727403234 0.4082445932730536 0.6500698607949715 12.794351764124665 12.794351764124665 61.99738433574435 61.99738433574435 58482.55539349979 58472.40293980017 17.20880087803548 17.20880087803548 17.26935322534397 4.385659044362028 3.225157533677568 1.013159504333524 120.11036812285249 42.82132818004915 0.0032287060271144474 17.041102541456222 17.756995871129035 17.269583300259114 0.9899999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.225157533677568 1.013159504333524 120.11036812285249 42.82132818004915 0.0032287060271144474 17.041102541456222 17.756995871129035 17.269583300259114 0.9899999999999999 False False 0.3 0.7 1.5 0.02 8 3 10.152453699614853 1.013159504333524 3.225157533677568 0.48741257086992107 0.3141426407094735 0.5481949930935563 0.00023007491514448475 False 0.04205 Inputed -19.10505487650804 -19.16560722381653 """""" """""" """"""
-0.13161766064681707 0.14665355148794146 -14.263912909323517 18.13508487958459 4112.79978501649 147.54305749265487 84 40 40 73.83047449961305 47 True False 2020uvh 70.1861625 67.73208333333334 SNIc 0.016111 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 70.1861625 67.73208333333334 TNS 2020uvh ZTF20acfqngt 2020uvh SNIc 0.016111 0.5630859706265774 1.1611402328402782 0.6983178247034054 0.8427253907779608 1.1611402328402782 1.52283193327127 21.188256016684143 21.188256016684143 52.642218482928904 52.642218482928904 59141.3379861 59120.47111110017 17.595394045301404 18.080145713823146 17.595394045301404 1.50253147569481 1.6800541948422325 15.539277480105358 70.19616484 67.73414901 0.01045046228098534 16.249354695606232 20.527583033561708 16.60383741340637 1.0 """""" """""" """""" """""" 3 False True all False False 0 0.6828266847568308 6.626366951907648 70.18177729 67.73129175 0.043734711319740605 20.404436850452424 22.398933531570435 20.96084254245758 0.0 False False 0.3 0.7 1.5 0.02 8 3 20.866874999832362 15.539277480105358 1.6800541948422325 3.923745620155337 9.24927155791221 2.4474373197385617 -0.9915566318950333 False 0.016111 Inputed -16.681808747995085 -16.197057079473343 """""" """""" """"""
-0.2152243062150913 0.13152652793309583 -9.15175937897237 17.29856609139702 5469.745008968331 113.09024439230143 123 78 78 74.82572920015082 40 True True 2020rpn 23.581249999999997 2.465352777777778 SNIa 0.035 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 23.581249999999997 2.465352777777778 TNS 2020rpn ZTF20absvtnc 2020rpn SNIa 0.035 0.06182823177035246 0.667703253150016 0.19353721321997952 0.33782060754451493 0.667703253150016 1.059430514593224 17.189920480483615 17.189920480483615 57.6358087196672 57.6358087196672 59092.366666700225 59075.45025460003 16.596444972186845 16.596444972186845 16.643374098024104 8.877080650111568 1.2339488566086367 0.8640171366552384 23.581302096578 2.465587070871555 0.0037728308642555053 19.65514915520847 20.038864393235443 19.85545812296629 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.2339488566086367 0.8640171366552384 23.581302096578 2.465587070871555 0.0037728308642555053 19.65514915520847 20.038864393235443 19.85545812296629 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.916412100195885 0.8640171366552384 1.2339488566086367 0.18340627026915257 0.7002049817768686 3.442419421048598 3.212084024942186 False 0.035 Inputed -19.328830597336264 -19.375759723173523 """""" """""" """"""
-0.2070704333604962 0.19701149160286746 -7.693344989894494 17.829425728341903 5657.534558731208 190.92905801283933 35 25 25 53.06590269971639 66 True False 2019onb 85.63775 54.1257 SNIa 0.049 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 85.63775 54.1257 TNS 2019onb ZTF19abqgzea 2019onb SNIa 0.049 -0.03983955859525068 0.2681011356257379 0.03090030932791521 0.10569115287731279 0.2681011356257379 0.44880234285866294 12.191906273559526 12.191906273559526 40.873996426156864 40.873996426156864 58722.46648149984 58710.42635420011 17.21873172518482 17.21873172518482 17.34403301759876 2.444095535663892 1.442116041097067 2.471967545956158 85.63675739 54.1260649 0.004215025011901408 18.818327219581604 19.199926114273072 19.798183794879915 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.442116041097067 2.471967545956158 85.63675739 54.1260649 0.004215025011901408 18.818327219581604 19.199926114273072 19.798183794879915 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.04012729972601 2.471967545956158 1.442116041097067 -0.5982576806068423 1.7141252683630421 1.9811943890882517 2.4541507772811535 False 0.049 Inputed -19.366123405379557 -19.491424697793498 """""" """""" """"""
-0.014033721915111652 0.3121295349879115 -18.77221915299063 18.574494183900192 3726.3346656477875 312.8164821199424 39 20 20 74.96456010034308 363 True True 2020ifc 332.53101666666663 41.022952777777775 SNII 0.015621 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 332.53101666666663 41.022952777777775 TNS 2020ifc ZTF20aauodrj 2020ifc SNII 0.015621 0.6864674315680901 0.9654502650826551 0.7530333155131785 0.8216828811427668 0.9654502650826551 1.1182214574805087 93.11574559630583 93.11574559630583 -18.15118549596275 -18.15118549596275 58970.42670139996 58941.50582179986 18.379451447307613 19.205520532889487 18.379451447307613 0.5746646944942152 13.530835547834242 28.251983325053452 332.53820582118647 41.017281178734805 0.0014598558655094518 11.282942897605896 12.757359164123535 11.784306308345794 0.9949999999999999 """""" """""" """""" """""" 117 True True all False False 0 0.7 1.336754766888626 332.53057395 41.02311501 0.022514301535002 22.81 13.734268591976166 20.940078363704682 0.5 False False 0.3 0.7 1.5 0.02 8 3 28.920879600103945 28.251983325053452 13.530835547834242 0.9730528557777411 2.087970341903645 -6.448161368765952 -6.5951451389618185 False 0.015621 Inputed -15.830410103372438 -15.004341017790564 """""" """""" """"""
-0.011957593715084786 0.2803458716672989 -20.930876153767674 18.744711567762305 4207.8273671133265 319.2212512769164 66 33 33 74.7849305998534 58 True False 2020pjb 33.7079 -24.857225 SNII 0.03784 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 33.7079 -24.857225 TNS 2020pjb ZTF20abxyaje 2020pjb SNII 0.03784 0.461682237875376 0.705707407528628 0.5199047605381466 0.5799527867282421 0.705707407528628 0.8393246190174324 121.37296530304849 121.37296530304849 -46.58803470319509 -46.58803470319509 59128.405520800035 59092.45511570014 18.48882022369309 18.945343509288488 18.48882022369309 0.39642356893620956 2.0681490186744313 13.028194291577478 33.70580249 -24.85414693 0.0036356941379829255 15.252973908925057 20.546922424209118 15.546254281109572 1.0 """""" """""" """""" """""" 7 False True all False False 0 0.7 2.3893074181930776 33.70861601 -24.85708931 0.027733097199778345 22.145285524380206 22.93834378874898 22.049969927328824 0.9 False False 0.3 0.7 1.5 0.02 8 3 35.95040509989485 13.028194291577478 2.0681490186744313 5.000668143099546 6.299446594002122 1.6015789149206299 -2.942565942583517 False 0.03784 Inputed -17.65430367635613 -17.19778039076073 """""" """""" """"""
-0.14406309673073203 0.2813717062157161 -5.827979186059546 19.71507076417275 6343.782757926904 203.5255890880331 18 7 7 12.041828699875623 59 True False 2019mtn 331.017955 -10.95853788888 SNIa 0.128 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 331.017955 -10.95853788888 TNS 2019mtn ZTF19ablnnqe 2019mtn SNIa 0.128 -0.1945633584941362 0.05615820551658146 -0.13683859089452 -0.07589724605448822 0.05615820551658146 0.20267823991147793 14.967113204115348 14.967113204115348 -2.925284504239725 -2.925284504239725 58705.393321800046 58693.40047449991 19.30293615497178 19.30293615497178 19.398441274306244 1.6160808022652084 1.6616442148112558 3.803491951291619 331.01698927 -10.95807172 0.0025203882066678895 17.390518298721314 18.387392299604414 17.709859483647346 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.6616442148112558 3.803491951291619 331.01698927 -10.95807172 0.0025203882066678895 17.390518298721314 18.387392299604414 17.709859483647346 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.9928473001346 3.803491951291619 1.6616442148112558 0.6775328159570684 2.288992985013734 -0.915543855367364 -1.6885817906588976 False 0.128 Inputed -19.433537992518815 -19.52904311185328 """""" """""" """"""
-0.1257892539523187 0.3135666411841781 -35.16370394340557 16.84326815044647 6334.8509949802465 261.02205238884187 23 23 23 67.79084489960223 36 True False 2021aut 201.8141708333333 -26.77611111111111 SNIa 0.047 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 201.8141708333333 -26.77611111111111 TNS 2021aut ZTF21aagyxhz 2021aut SNIa 0.047 -0.06409062256744136 0.15017110958793722 -0.013758639517433835 0.038685994429982884 0.15017110958793722 0.2708949641367333 -25.943970671288966 -25.943970671288966 93.7348155708912 93.7348155708912 59249.52375000017 59249.52375000017 17.04329950633014 17.04329950633014 17.34827676141566 5.452980070970889 2.5233341207687943 4.751266564911405 201.81564044 -26.77625412 0.0030687755779487125 16.816904338872433 17.398353590083122 16.979215892219543 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.5233341207687943 4.751266564911405 201.81564044 -26.77625412 0.0030687755779487125 16.816904338872433 17.398353590083122 16.979215892219543 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 4.751266564911405 2.5233341207687943 0.41913769786357946 1.8829320008813648 0.3550540837529823 -0.3690608691961188 False 0.047 Inputed -19.270359541179054 -19.575336796264576 """""" """""" """"""
-0.1411105807187878 0.24336416643351816 -6.892907601843195 19.14187165493544 6085.741139102125 69.11484227553922 44 26 26 42.96953700017184 34 True True 2020acae 121.70767083333331 23.951030555555555 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 121.70767083333331 23.951030555555555 TNS 2020acae ZTF20acwcqnv 2020acae SNIa 0.09 -0.057466590343523194 0.9656214543714441 0.1449967765662521 0.38033785025568534 0.9656214543714441 1.736298415587246 13.121189583719548 13.121189583719548 29.84834741645229 29.84834741645229 59199.35856480012 59189.35928239999 18.55947516305093 18.55947516305093 18.791598539414974 0.8072240455340804 1.529232053276379 2.4279236825717887 121.706941378322 23.95113269913915 0.0074717635477963285 19.501177573933603 20.2427740250802 19.703740761196613 0.9650000000000002 """""" """""" """""" """""" 0 False True all False False 0 1.529232053276379 2.4279236825717887 121.706941378322 23.95113269913915 0.0074717635477963285 19.501177573933603 20.2427740250802 19.703740761196613 0.9650000000000002 False False 0.3 0.7 1.5 0.02 8 3 9.999282400123775 2.4279236825717887 1.529232053276379 0.5390332638835886 1.5876751192665386 1.6832988620292717 0.9121422217816395 False 0.09 Inputed -19.258786105764262 -19.490909482128306 """""" """""" """"""
-0.011533447833738865 0.3745934924896166 -12.789501752344531 18.6764272770479 4168.023187506547 234.94725517273864 24 19 19 74.9851156999357 71 True True 2019tx 253.54266708333 27.170819 SNIIP 0.034337 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 253.54266708333 27.170819 TNS 2019tx ZTF19aafndot 2019tx SNIIP 0.034337 0.4587049065274762 0.7972273276598436 0.5381261230440266 0.6209427856659708 0.7972273276598436 0.9885389762188126 87.3690772062722 87.3690772062722 -12.38396150633649 -12.38396150633649 58526.52725689998 58511.5048727002 18.604988768909134 18.739997638837124 18.604988768909134 0.4936345289811767 5.160058473509243 8.097565807845644 253.54267175306148 27.17306831999905 0.0016760677094787013 14.340959912190439 15.27786708925247 14.68265509923935 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 3.212027200939099 253.543116043365 27.1716168353706 0.19189135832630944 24.190856724905967 22.990658656558992 24.574179457206725 0.175 False False 0.3 0.7 1.5 0.02 8 3 15.02238419977948 8.097565807845644 5.160058473509243 0.5952119900131212 1.56927791601917 -3.4621305495846535 -3.9223336696697846 False 0.034337 Inputed -17.325334863677888 -17.190325993749898 """""" """""" """"""
-0.023591664860628088 0.35346855869547494 -14.602611150552537 18.540595936262605 3665.852263755062 255.28030579144627 20 20 20 61.02754629962146 85 True True 2019qfz 128.85583458333 23.527669083333 SNII 0.022 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 128.85583458333 23.527669083333 TNS 2019qfz ZTF19abymukc 2019qfz SNII 0.022 0.7144442588481859 1.0656714432728656 0.7973768213665764 0.8834905199944494 1.0656714432728656 1.2618472602551662 40.4702945661727 40.4702945661727 20.557251733448762 20.557251733448762 58748.496354199946 58737.50515050022 18.32823585941376 19.107750596729154 18.32823585941376 0.6367942626129407 5.9617357179061035 12.8932200282441 128.8530691295635 23.5251397307703 0.001140507281647496 13.066076297441722 13.964110351724624 13.35999018906474 0.99 """""" """""" """""" """""" 5 False True all False False 0 0.7 4.849830231501981 128.854413850101 23.5280126758652 0.37876403144951776 24.28791862719059 21.68765458017826 23.501747673006058 0.0 False False 0.3 0.7 1.5 0.02 8 3 10.991203699726611 12.8932200282441 5.9617357179061035 0.6041201626598838 2.162662123636116 -5.14364024500453 -4.9682456703490185 False 0.022 Inputed -16.628722349013966 -15.849207611698573 """""" """""" """"""
-0.04162998287387991 0.37976436700193783 -34.410380434558114 17.69659587125973 5021.918364749947 257.08008371806864 40 24 24 60.06211799988523 39 True True 2020esx 124.68762499999998 52.82931111111112 SNII 0.0338 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 124.68762499999998 52.82931111111112 TNS 2020esx ZTF20aatwisu 2020esx SNII 0.0338 0.27339364513316156 0.5497378516483629 0.33849445657738997 0.40619896228679053 0.5497378516483629 0.704677513151239 -11.153001050922771 -11.153001050922771 71.215119050808 71.215119050808 58939.15299770003 58939.15299770003 17.588430667355034 17.646195854628676 17.588430667355034 5.643122913289498 2.3377184505375657 2.1962653948919275 124.686861211514 52.829710151385854 0.0019750257022629336 17.01012825811982 17.4620983526206 17.187234633176327 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.3377184505375657 2.1962653948919275 124.686861211514 52.829710151385854 0.0019750257022629336 17.01012825811982 17.4620983526206 17.187234633176327 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 2.1962653948919275 2.3377184505375657 0.2748637194442729 0.9394909786449644 -0.1840975020080755 -0.40119603417870664 False 0.0338 Inputed -18.30737872395957 -18.249613536685928 """""" """""" """"""
-0.19413150171670274 0.14214893887279767 -13.285590146313917 18.787772807289546 6037.3751346432555 100.27900565029526 131 90 90 69.85956020001322 68 True False 2021sis 265.3429166666666 38.42743888888889 SNIa 0.097 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 265.3429166666666 38.42743888888889 TNS 2021sis ZTF21abjtqyq 2021sis SNIa 0.097 -0.003583222069167391 0.6636670079822942 0.13862775822789075 0.29639876428513645 0.6636670079822942 1.109510811215415 15.808772605565512 15.808772605565512 54.05078759444771 54.05078759444771 59419.34672449995 59400.301631900016 18.042691884879297 18.042691884879297 18.20840035085864 1.602940136842361 1.670498027053061 3.1283034058522783 265.34181125 38.42751097 0.0078005829847693775 19.140159178829194 19.611169849205016 19.278719987273217 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.670498027053061 3.1283034058522783 265.34181125 38.42751097 0.0078005829847693775 19.140159178829194 19.611169849205016 19.278719987273217 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 19.045092599932104 3.1283034058522783 1.670498027053061 0.33244986193179926 1.8726771029900249 1.5684779643257194 1.0703196364145775 False 0.097 Inputed -20.007841674055893 -20.173550140035236 """""" """""" """"""
-0.18647964197587963 0.1936478592117371 -6.437262636314829 17.549766153291305 5062.058002434048 151.92242690054246 36 35 35 68.00430559972301 21 True False 2018igt 196.12079208333 79.050569 SNIa 0.032 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 196.12079208333 79.050569 TNS 2018igt ZTF18accndxn 2018igt SNIa 0.032 0.11828438032720712 0.5656330552333735 0.21917068427746855 0.32711110676326527 0.5656330552333735 0.8370354928338699 13.412692508385753 13.412692508385753 54.59161309133726 54.59161309133726 58437.55733799981 58426.511099500116 17.081694023690954 17.153686949509687 17.081694023690954 4.067261383861507 1.4507590933449135 2.0541781035245794 196.12363803 79.05075171 0.000740274447902145 16.701331244122983 17.639866389226913 17.011949365782737 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.4507590933449135 2.0541781035245794 196.12363803 79.05075171 0.000740274447902145 16.701331244122983 17.639866389226913 17.011949365782737 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 11.046238499693573 2.0541781035245794 1.4507590933449135 0.6279170234441764 1.4159332951609527 0.4861794397172261 -0.06974465790821682 False 0.032 Inputed -18.69432032629656 -18.622327400477825 """""" """""" """"""
-0.15933462564236853 0.33149620821247566 -5.874241886476202 17.012351502301456 6235.579577685561 117.72737265899141 41 22 22 62.947465300094336 62 True False 2019aup 78.329544166666 8.1934446111111 SNIa 0.033 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 78.329544166666 8.1934446111111 TNS 2019aup ZTF19aajxhwa 2019aup SNIa 0.033 -0.14964113043259886 0.3392734462698783 -0.04343000086580062 0.07298666551699995 0.3392734462698783 0.6553147992323431 17.035525007606818 17.035525007606818 45.911940292487515 45.911940292487515 58538.17070600018 58522.190624999814 16.484414924574548 16.484414924574548 16.73446024721841 3.8354382537858687 1.1835687211510884 1.1863314828072447 78.32982888 8.19361543 0.00411416978515966 19.736345855760575 20.039951762104035 19.742571466636658 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.1835687211510884 1.1863314828072447 78.32982888 8.19361543 0.00411416978515966 19.736345855760575 20.039951762104035 19.742571466636658 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 15.980081000365317 1.1863314828072447 1.1835687211510884 0.2973802954673772 1.0023342638300456 3.5555368375294876 3.0081112194182467 False 0.033 Inputed -19.108908566695067 -19.35895388933893 """""" """""" """"""
-0.18670005468889994 0.12781911353716394 -11.906528585871062 19.265717346535254 5394.817124518106 90.96237171762525 36 27 27 56.915451399981976 44 True True 2019zab 179.63784583333333 30.65673333333333 SNIa 0.0811 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 179.63784583333333 30.65673333333333 TNS 2019zab ZTF19adcdzjm 2019zab SNIa 0.0811 0.15557661167019887 0.9951657319013307 0.3324544376851932 0.5300848664576989 0.9951657319013307 1.5681393976651066 13.020268829442314 13.020268829442314 43.89518257053966 43.89518257053966 58860.373634300195 58846.46525460016 18.606022844739215 18.6606855783304 18.606022844739215 1.6986772605807487 2.3190852214369526 5.798034885864601 179.636142294761 30.6560652254673 0.0023412965987669176 16.279267912948132 17.08450589919925 16.600380153076053 0.99 """""" """""" """""" """""" 1 False True all False False 0 0.7 3.9082303748848872 179.636583869004 30.6567414680622 0.024633044332499576 20.92154488005519 20.410473646302222 20.688087261574267 0.9166666666666666 False False 0.3 0.7 1.5 0.02 8 3 13.908379700034857 5.798034885864601 2.3190852214369526 0.4841257461231976 2.5001387755263345 -1.576179679131151 -2.0056426916631622 False 0.0811 Inputed -19.2140870422006 -19.159424308609413 """""" """""" """"""
-0.18029205373656254 0.2715319838452286 -2.515838678002747 19.723545177118297 5081.0234004931335 209.41612689936102 61 31 31 27.736643500160426 57 True False 2020uo 109.71174166666665 53.57186666666667 SNIa 0.106 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 109.71174166666665 53.57186666666667 TNS 2020uo ZTF20aadvbni 2020uo SNIa 0.106 0.06868116874733943 0.3704884882354733 0.13864880513477829 0.21218321253215677 0.3704884882354733 0.5447210773441356 11.49993091395061 11.49993091395061 16.236712586209816 16.236712586209816 58859.253020800184 58852.46815969981 19.351293707678288 19.425866327997767 19.351293707678288 0.23900287961182143 1.0420636396502123 1.693110685281872 109.71159892 53.57140406 0.011468109627889578 21.0534118473053 21.693472954654695 21.45569748017788 0.925 """""" """""" """""" """""" 0 False True all False False 0 1.0420636396502123 1.693110685281872 109.71159892 53.57140406 0.011468109627889578 21.0534118473053 21.693472954654695 21.45569748017788 0.925 False False 0.3 0.7 1.5 0.02 8 3 6.784861100371927 1.693110685281872 1.0420636396502123 0.23777547447681613 1.6247670687849693 2.267606626656928 2.104403772499591 False 0.106 Inputed -19.061664017826956 -18.987091397507477 """""" """""" """"""
-0.2161104023764993 0.20112936536310047 -13.775673157336724 18.060433751867773 5633.252042706934 205.2457604155791 53 32 32 63.852835699915886 52 True False 2020acts 89.46974166666665 -21.552333333333333 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 89.46974166666665 -21.552333333333333 TNS 2020acts ZTF20acxpurh 2020acts SNIa 0.06 0.0017196950684592593 0.29533219086250995 0.0696133912522221 0.14108805496647392 0.29533219086250995 0.4656049993829612 10.564315948150108 10.564315948150108 53.288519751765776 53.288519751765776 59215.25401620008 59198.335266199894 17.60532741217486 17.60532741217486 17.670789059570627 2.2838359200263216 3.6319866979706874 1.4817947305911672 89.4694264 -21.55204447 0.003898384939563848 16.955325920522213 17.873026822566985 17.60833655102253 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.6319866979706874 1.4817947305911672 89.4694264 -21.55204447 0.003898384939563848 16.955325920522213 17.873026822566985 17.60833655102253 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.918750000186265 1.4817947305911672 3.6319866979706874 0.2646902715444561 0.4079846248938895 0.26769941039212597 -0.06245250854809825 False 0.06 Inputed -19.484711921627174 -19.55017356902294 """""" """""" """"""
-0.12451018859665619 0.2736334428853427 -31.7343827839591 17.618567176411204 5615.607061161019 186.30125509496304 60 60 60 70.94064809987321 63 True False 2020nus 43.99291666666666 38.110819444444445 SNIa 0.055 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 43.99291666666666 38.110819444444445 TNS 2020nus ZTF20abhjghg 2020nus SNIa 0.055 0.1545632718437311 0.5190500121269714 0.23838318758750177 0.3269370684445505 0.5190500121269714 0.7326079623710733 -21.30290717513816 -21.30290717513816 92.24355527501137 92.24355527501137 59046.47421299992 59046.451249999925 17.643721747916317 17.643721747916317 17.820743701844403 3.980338600345978 3.4478120881629617 3.0002372975207012 43.99394225 38.11102775 0.007446877019252396 17.771925220251084 21.423217520952225 19.159922175693513 0.9 """""" """""" """""" """""" 0 False True all False False 0 3.4478120881629617 3.0002372975207012 43.99394225 38.11102775 0.007446877019252396 17.771925220251084 21.423217520952225 19.159922175693513 0.9 False False 0.3 0.7 1.5 0.02 8 3 0.022962999995797873 3.0002372975207012 3.4478120881629617 2.2632953452587117 0.8701858514334713 3.779495773035908 1.3391784738491097 False 0.055 Inputed -19.143302204840516 -19.320324158768603 """""" """""" """"""
-0.1011091375934865 0.40040051193684234 -6.4567601449477 19.435906963620443 5560.671456996103 194.144507274391 78 43 43 45.8841551002115 49 True True 2020rfc 341.61019583333325 10.671702777777778 SNIa 0.116 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 341.61019583333325 10.671702777777778 TNS 2020rfc ZTF20abqsrfe 2020rfc SNIa 0.116 -0.026329783683383567 0.2791992444863354 0.04397129198190797 0.11821887011196353 0.2791992444863354 0.457961505922281 13.6329569607622 13.6329569607622 32.2511981394493 32.2511981394493 59078.40998840006 59067.37276619999 19.10027363799081 19.10027363799081 19.146248123208522 0.30145231775050424 0.7674471512947247 0.57970676645147 341.6103590432235 10.67168840641235 0.004801212241521746 21.19971711054325 21.888788186650277 21.44939776601553 0.31666666666666665 """""" """""" """""" """""" 0 False True all False False 0 0.7674471512947247 0.57970676645147 341.6103590432235 10.67168840641235 0.004801212241521746 21.19971711054325 21.888788186650277 21.44939776601553 0.31666666666666665 False False 0.3 0.7 1.5 0.02 8 3 11.037222200073302 0.57970676645147 0.7674471512947247 0.43939042063474787 0.7553702759512149 2.7885145486594674 2.303149642807007 False 0.116 Inputed -19.466856104769548 -19.51283058998726 """""" """""" """"""
-0.1512401964664625 0.33739070995208853 -4.664518625830011 18.690087952277487 5796.959471105505 100.13438561331537 18 11 11 32.91693289997056 41 True True 2019cnx 195.12206374999 0.5980260833333 SNIa 0.079119 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 195.12206374999 0.5980260833333 TNS 2019cnx ZTF19aanwwlo 2019cnx SNIa 0.079119 -0.06331848000931117 0.5749714683494247 0.07242110540932956 0.22323242056893733 0.5749714683494247 1.0027906888802711 9.523628698338666 9.523628698338666 23.393304201631896 23.393304201631896 58580.296180599835 58573.292060200125 18.245947940354085 18.245947940354085 18.45822401511787 2.29805150147363 2.866084386513117 3.8779692305852715 195.1226912517935 0.5989016824120075 0.0009679136809126465 15.300981026499272 16.41731934067607 15.687048626892565 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.866084386513117 3.8779692305852715 195.1226912517935 0.5989016824120075 0.0009679136809126465 15.300981026499272 16.41731934067607 15.687048626892565 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 7.004120399709791 3.8779692305852715 2.866084386513117 0.7302707137835043 1.3530547979793488 -1.8286285996780158 -2.7711753882253056 False 0.079119 Inputed -19.307245272520486 -19.51952134728427 """""" """""" """"""
-0.27136178535375594 0.18532817279603273 -9.298571454910876 18.398505831956847 4825.248882173466 81.39542526923844 39 39 39 53.0190972997807 45 True True 2018bti 217.12899958333 37.067854416666 SNII 0.0248 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 217.12899958333 37.067854416666 TNS 2018bti ZTF18aasxvsg 2018bti SNII 0.0248 0.3071121298576607 1.3640033250449193 0.5261168224151298 0.7732961589225695 1.3640033250449193 2.1066624601286605 7.970141339709777 7.970141339709777 45.04895596007092 45.04895596007092 58266.27334489999 58255.21636570012 17.954259814734755 18.03753845384549 17.954259814734755 12.397753054789332 3.6703542110330245 0.43305397860568035 217.128848831016 37.06785341765885 0.002361297586379152 16.31593625567198 16.935860519975424 16.525585630550086 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.6703542110330245 0.43305397860568035 217.128848831016 37.06785341765885 0.002361297586379152 16.31593625567198 16.935860519975424 16.525585630550086 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 11.05697919987142 0.43305397860568035 3.6703542110330245 0.4102748894253381 0.11798697174891927 -1.1016779338700644 -1.4286741841846684 False 0.0248 Inputed -17.26437436454048 -17.181095725429746 """""" """""" """"""
-0.1984716440442767 0.16124048355116766 -7.5922843722695275 18.99512887494734 5835.384975902229 90.68558246515978 68 49 49 55.918518600054085 57 True True 2020isu 253.47286666666662 14.534966666666666 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 253.47286666666662 14.534966666666666 TNS 2020isu ZTF20aaxccrm 2020isu SNIa 0.09 -0.02334967351932349 0.720109887345707 0.1323523589082356 0.30702130707770436 0.720109887345707 1.2314468714528353 13.654376597209048 13.654376597209048 42.264142002845034 42.264142002845034 58979.43101850012 58967.378911999986 18.28733614473001 18.28733614473001 18.49352809130157 1.1164074795984495 1.7046382898503618 2.3600199762428735 253.4722434828445 14.5347100285593 0.005450484442800718 18.92682715294123 19.26040503160477 19.12222329407215 0.9722222222222222 """""" """""" """""" """""" 0 False True all False False 0 1.7046382898503618 2.3600199762428735 253.4722434828445 14.5347100285593 0.005450484442800718 18.92682715294123 19.26040503160477 19.12222329407215 0.9722222222222222 False False 0.3 0.7 1.5 0.02 8 3 12.052106500137597 2.3600199762428735 1.7046382898503618 0.1381817375326193 1.3844696498340672 0.9730688868747599 0.6286952027705794 False 0.09 Inputed -19.556856553877665 -19.763048500449226 """""" """""" """"""
-0.18021286821872481 0.17615378113721253 -10.881801617406841 16.983033106645454 5025.251940264428 92.99050429105479 46 27 27 58.05946759972721 46 True False 2020adqy 165.46520833333332 75.20051944444445 SNIa 0.024682 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 165.46520833333332 75.20051944444445 TNS 2020adqy ZTF20adadshh 2020adqy SNIa 0.024682 0.24494410741873196 1.1091399706324623 0.4280673810373301 0.6319009638407032 1.1091399706324623 1.6936619073771837 12.80186156163904 12.80186156163904 45.25760603808817 45.25760603808817 59224.307812499814 59210.259409700055 16.510119022113503 16.650735377457746 16.510119022113503 7.655003355638866 3.6744947337813523 3.1472555694431703 165.46449843 75.20137467 0.0003614709488999335 13.62467691334486 14.769637795639039 13.91632112531662 0.9099999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.6744947337813523 3.1472555694431703 165.46449843 75.20137467 0.0003614709488999335 13.62467691334486 14.769637795639039 13.91632112531662 0.9099999999999999 False False 0.3 0.7 1.5 0.02 8 3 14.04840279975906 3.1472555694431703 3.6744947337813523 0.8533166703224193 0.8565138331833694 -1.8810975818187075 -2.593797896796884 False 0.024682 Inputed -18.698094185862416 -18.557477830518174 """""" """""" """"""
-0.048923353926238214 0.326815294065604 -17.489576537829794 20.102060767531484 6146.858615755544 194.8305085188388 23 15 15 41.91731490008533 42 True True 2021txk 321.95528749999994 -8.08286388888889 SLSN-I 0.46 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 321.95528749999994 -8.08286388888889 TNS 2021txk ZTF21abjgzhn 2021txk SLSN-I 0.46 -0.08301029433054907 0.2076591187723693 -0.01617884626302768 0.05443936019006301 0.2076591187723693 0.3779450893321794 33.32898818432001 33.32898818432001 8.58832671576532 8.58832671576532 59414.398888899945 59386.43975690007 19.59005068258275 19.59005068258275 19.678021674110543 0.6502375131384237 1.123971950078126 16.900419338189728 321.958408223422 -8.08639837720872 0.14433044115911464 19.614950882464647 20.297537341701982 19.752730338025096 0.925 """""" """""" """""" """""" 1 False True all False False 0 0.26679950924612633 10.94000689917677 321.952510955496 -8.084159300620584 0.06752653528629948 19.72448600341797 20.246675281379225 19.80648552164793 0.015000000000000003 False False 0.3 0.7 1.5 0.02 8 3 27.959131999872625 0.0 0.0 0.0 0.0 4.049949317417251 3.591978325889457 True 0.46 Inputed -22.021718669700416 -22.10968966122821 """""" """""" """"""
-0.177533685295919 0.24052974034387686 -6.595889633807969 16.29891419015664 5362.050682433583 70.2956606927624 54 30 30 35.9328704001382 83 True False 2018kss 101.59941708333 43.824389 SNIa 0.021 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 101.59941708333 43.824389 TNS 2018kss ZTF18aczrafz 2018kss SNIa 0.021 0.10925807818478006 1.2368515204595063 0.33474935652857596 0.5950407909740854 1.2368515204595063 2.074744997714035 13.546195322077274 13.546195322077274 22.386675078060925 22.386675078060925 58486.44417819986 58474.328240700066 15.991119838423252 16.008444833982118 15.991119838423252 3.710964803104091 3.5541447258456067 0.7964668902913369 101.59928733 43.82458946 0.0003340723211602281 13.813770045351982 17.472450388240816 16.96092494058609 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.5541447258456067 0.7964668902913369 101.59928733 43.82458946 0.0003340723211602281 13.813770045351982 17.472450388240816 16.96092494058609 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.115937499795109 0.7964668902913369 3.5541447258456067 0.5115254476547264 0.22409523295420686 1.4640055542586978 0.9698051021628373 False 0.021 Inputed -18.864272107446723 -18.846947111887857 """""" """""" """"""
-0.13681595330781945 0.5441223985167656 -5.611213827891245 16.701722664591415 5777.793234020834 198.57299533035692 39 23 23 28.021678199991584 72 True False 2021hep 107.81891666666667 4.980088888888889 SNIa 0.034 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 107.81891666666667 4.980088888888889 TNS 2021hep ZTF21aaqvmix 2021hep SNIa 0.034 -0.08249247980522867 0.20222351254815507 -0.01692613433692358 0.05228396705060234 0.20222351254815507 0.3685482621780629 9.854424696334702 9.854424696334702 18.16725350365688 18.16725350365688 59312.19260419998 59301.17513890006 16.462640635848086 16.462640635848086 16.605723322413695 1.3008393859419412 2.797546257405512 2.1605545345771184 107.81877006 4.980671 0.002077796649874286 16.68380921502113 17.545215079593657 17.05926815805435 0.97 """""" """""" """""" """""" 0 False True all False False 0 2.797546257405512 2.1605545345771184 107.81877006 4.980671 0.002077796649874286 16.68380921502113 17.545215079593657 17.05926815805435 0.97 False False 0.3 0.7 1.5 0.02 8 3 11.017465299926698 2.1605545345771184 2.797546257405512 0.4859469215393055 0.7723034172742689 1.082574443745571 0.4535448356406562 False 0.034 Inputed -19.303003714870336 -19.446086401435945 """""" """""" """"""
-0.0443442063391239 0.701568986330656 -3.060889380183097 15.378500707468197 6220.154430156672 308.2108765109292 131 49 49 71.80525460001081 49 True True 2019azh 123.320605325 22.648343 TDE 0.022 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 123.320605325 22.648343 TNS 2019azh ZTF17aaazdba 2019azh TDE 0.022 -0.19344657636869478 -0.03376938497019388 -0.15564147033680165 -0.11645173488173377 -0.03376938497019388 0.05490314430041465 39.76058249518574 39.76058249518574 32.044672104825075 32.044672104825075 58561.23114580009 58526.40251159994 15.112564719751106 15.112564719751106 15.314266238865818 5.347093142693866 2.6526691827713598 0.13397091155376134 123.3206275279135 22.648311935205797 0.000248711559647119 14.210990049943923 14.88403387055397 14.430709215607642 0.6 """""" """""" """""" """""" 0 False True all False False 0 2.6526691827713598 0.13397091155376134 123.3206275279135 22.648311935205797 0.000248711559647119 14.210990049943923 14.88403387055397 14.430709215607642 0.6 False False 0.3 0.7 1.5 0.02 8 3 34.82863420015201 0.13397091155376134 2.6526691827713598 0.45332465494632856 0.050504191183687694 -0.22853084919713496 -0.8835570232581755 False 0.022 Inputed -19.642691969561906 -19.84439348867662 """""" """""" """"""
-0.0023388834803464327 0.9468251906253762 -11.831014864169079 16.56310351228611 5099.950455178638 134.814560884356 88 61 61 74.93855320010334 29 True True 2021hdt 173.69054166666663 42.96536944444445 SNII 0.018822 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 173.69054166666663 42.96536944444445 TNS 2021hdt ZTF21aaqugxm 2021hdt SNII 0.018822 0.17557533353311428 0.7084062710579033 0.29430717718100396 0.4223204884414855 0.7084062710579033 1.0386732428163938 22.3802050226869 22.3802050226869 52.55834817741644 52.55834817741644 59311.17564810021 59300.32634259993 16.562037822259434 16.591978733631294 16.562037822259434 8.434687660326876 5.109172669916873 2.87338657170252 173.689450931867 42.96536852491715 0.0027472876332303997 15.549300759865641 16.00569515757322 15.662994756309986 1.0 """""" """""" """""" """""" 0 False True all False False 0 5.109172669916873 2.87338657170252 173.689450931867 42.96536852491715 0.0027472876332303997 15.549300759865641 16.00569515757322 15.662994756309986 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.849305500276387 2.87338657170252 5.109172669916873 0.34270040126323487 0.5623976243005446 -0.5862835760580722 -0.8990430659494475 False 0.018822 Inputed -18.054385374547955 -18.024444463176096 """""" """""" """"""
-0.20030238838391753 0.26135724307362096 -5.860938175386366 18.102128364589852 5053.506961777314 75.00301717436534 32 15 15 28.905127299949527 40 True True 2021drc 171.95450416666662 21.38672777777778 SNIa 0.040571 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 171.95450416666662 21.38672777777778 TNS 2021drc ZTF21aamttit 2021drc SNIa 0.040571 0.17485670398548692 1.2571632061773528 0.39479368913371715 0.6461212578145918 1.2571632061773528 2.041455251519835 8.854217413943312 8.854217413943312 20.050909886006217 20.050909886006217 59276.36893519992 59268.35298610013 17.80594910483466 17.815434038829352 17.80594910483466 5.572924846378262 3.5626907114812645 2.4425101599831587 171.954821434977 21.386116996090898 0.00043110521575451255 14.013305864787101 15.197988012814521 14.40138101020813 0.985 """""" """""" """""" """""" 0 False True all False False 0 3.5626907114812645 2.4425101599831587 171.954821434977 21.386116996090898 0.00043110521575451255 14.013305864787101 15.197988012814521 14.40138101020813 0.985 False False 0.3 0.7 1.5 0.02 8 3 8.015949099790305 2.4425101599831587 3.5626907114812645 0.7966070026063914 0.6855801858162516 -2.6174460260148305 -3.40456809462653 False 0.040571 Inputed -18.48993385344395 -18.48044891944926 """""" """""" """"""
-0.20230344637823275 0.15077424747623763 -4.829586230078136 18.733583459297748 4905.6815418217275 130.98005319651028 42 27 27 63.89468749985099 55 True False 2021sry 245.9823333333333 2.9659500000000003 SNIa 0.074 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 245.9823333333333 2.9659500000000003 TNS 2021sry ZTF21abkintm 2021sry SNIa 0.074 0.15713098364510358 0.7014530902586316 0.27797361635246887 0.40857521074614667 0.7014530902586316 1.0410162735310031 14.641669675548034 14.641669675548034 49.25301782430296 49.25301782430296 59412.37439810019 59402.2552894 18.13513416631816 18.150603769095664 18.13513416631816 2.7269197540882355 1.8269241148940052 6.151404859879707 245.98202791 2.96426872 0.001940991953048754 16.12980874660015 16.841845554351806 16.685506072735787 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.8269241148940052 6.151404859879707 245.98202791 2.96426872 0.001940991953048754 16.12980874660015 16.841845554351806 16.685506072735787 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.119108700193465 6.151404859879707 1.8269241148940052 0.15633948161601907 3.367082852391272 -1.3087582147438575 -1.4496280935823727 False 0.074 Inputed -19.482638107141206 -19.467168504363702 """""" """""" """"""
-0.2094282949640181 0.2819309191210398 -6.454414889228597 18.710900753612595 6277.434203874945 78.11856576681096 75 55 55 36.81655090022832 102 True False 2019hsy 291.4676575 40.8139885 SNIa 0.069 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 291.4676575 40.8139885 TNS 2019hsy ZTF19aayqait 2019hsy SNIa 0.069 -0.11812895244063526 0.7135361176047752 0.05047573440030462 0.24355551253293228 0.7135361176047752 1.3157300384373123 11.527019203065635 11.527019203065635 25.289531697162687 25.289531697162687 58653.36458329996 58641.42862269981 18.122708880932592 18.122708880932592 18.293708259845936 1.030444720423527 3.379370261255771 0.534014163956293 291.46761126 40.81413265 0.0013507951726222656 15.794025584912301 16.926823332881927 16.10502406578064 0.96 """""" """""" """""" """""" 0 False True all False False 0 3.379370261255771 0.534014163956293 291.46761126 40.81413265 0.0013507951726222656 15.794025584912301 16.926823332881927 16.10502406578064 0.96 False False 0.3 0.7 1.5 0.02 8 3 11.935960600152612 0.534014163956293 3.379370261255771 0.8217992671012873 0.15802179775289074 -1.195885548050665 -2.1886841940652957 False 0.069 Inputed -19.169725403426323 -19.340724782339667 """""" """""" """"""
-0.01543971119714773 0.3975066007970086 -1.8636753751770643 18.6786781271284 7758.912224916684 274.48041896163556 161 6 6 68.45616899989545 72 True True 2018iih 262.016375 30.692061 TDE 0.212 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 262.016375 30.692061 TNS 2018iih ZTF18acaqdaa 2018iih TDE 0.212 -0.4197743433649457 -0.27936677003530264 -0.38688127640614667 -0.35254868383674065 -0.27936677003530264 -0.1998273203891081 64.88758024403691 64.88758024403691 3.568588755858542 3.568588755858542 58431.0935531999 58424.09365739999 18.157426109882756 18.157426109882756 18.5131541539873 5.415302190888882 0.6922104110013151 0.13215288136969103 262.016357549532 30.69209450192195 0.0004157548511957154 18.412217367397545 20.12879419310808 18.864753254349232 0.53 """""" """""" """""" """""" 0 False True all False False 0 0.6922104110013151 0.13215288136969103 262.016357549532 30.69209450192195 0.0004157548511957154 18.412217367397545 20.12879419310808 18.864753254349232 0.53 False False 0.3 0.7 1.5 0.02 8 3 6.999895799905062 0.13215288136969103 0.6922104110013151 1.2640409387588498 0.19091432210406317 1.9713680832253253 0.35159910036193054 False 0.212 Inputed -21.446037631118998 -21.801765675223542 """""" """""" """"""
-0.009984466059934829 0.6224861800301797 -31.500746230986472 16.541081767244158 4224.197988095777 253.53289694995385 415 15 15 64.45141199976206 96 True False 2020yzq 275.5973333333333 23.475569444444442 SNII 0.01482 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 275.5973333333333 23.475569444444442 TNS 2020yzq ZTF20acpjbgc 2020yzq SNII 0.01482 0.5647184027962986 0.8940445837855329 0.6423924629970585 0.7231066747986361 0.8940445837855329 1.0783494119663004 15.976389631753918 15.976389631753918 48.47502236800814 48.47502236800814 59164.11804400012 59164.11804400012 16.325351891072 17.096893243576055 16.325351891072 12.8246640101764 4.110322014069889 9.383738124493812 275.59449548 23.47570698 0.0014196617246411414 14.254454306459428 19.87884756565094 19.102867317056656 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.110322014069889 9.383738124493812 275.59449548 23.47570698 0.0014196617246411414 14.254454306459428 19.87884756565094 19.102867317056656 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 9.383738124493812 4.110322014069889 0.7759802485942835 2.28296909399621 2.781954322074885 2.7775154259846566 False 0.01482 Inputed -17.76975967567017 -16.998218323166114 """""" """""" """"""
-0.14653800150958352 0.2681942131202597 -9.019625898707709 19.454960437910422 5587.927378404576 118.99350310070199 84 38 38 65.89506940031424 84 True True 2020lbo 245.96016249999997 50.152655555555555 SNIa 0.103 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 245.96016249999997 50.152655555555555 TNS 2020lbo ZTF20abatmsa 2020lbo SNIa 0.103 0.02467865789308732 0.5800872912002575 0.14614332798485563 0.27869961938421994 0.5800872912002575 0.935422140857959 17.769323101230878 17.769323101230878 48.12574629908336 48.12574629908336 59005.22105319984 58987.4130092999 18.8953993101455 18.8953993101455 19.072850359008136 0.9107368486615808 0.7 6.0129353235048475 245.95874514 50.15405735 0.2067713557078532 22.81 23.48194149906635 24.3905727101326 0.4 """""" """""" """""" """""" 0 False True all False False 0 0.7 6.0129353235048475 245.95874514 50.15405735 0.2067713557078532 22.81 23.48194149906635 24.3905727101326 0.4 False False 0.3 0.7 1.5 0.02 8 3 17.808043899945915 0.0 0.0 0.0 0.0 4.744600689854501 4.197149640991864 True 0.103 Inputed -19.276426191374693 -19.45387724023733 """""" """""" """"""
-0.02183608018278577 0.40801061088869717 -20.87592602421611 19.484507472625143 5397.726050261597 214.33992228350706 23 23 23 73.0221295999363 38 True False 2019otl 43.09012025 -17.80347344 SLSN-I 0.514 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 43.09012025 -17.80347344 TNS 2019otl ZTF19abkfshj 2019otl SLSN-I 0.514 0.1047544619170715 0.4065582982455851 0.17487703188765735 0.24846710005903816 0.4065582982455851 0.580095268043106 39.19662128067503 39.19662128067503 33.825508319261274 33.825508319261274 58713.50263890019 58694.484259299934 19.27256911227481 19.434022068200612 19.27256911227481 0.3687848627944406 0.8028637295624808 8.639331508819932 43.08989521 -17.80108321 0.0872528967111631 20.655527143102884 21.954055842649936 21.15907806453705 0.8625 """""" """""" """""" """""" 0 False True all False False 0 0.8028637295624808 8.639331508819932 43.08989521 -17.80108321 0.0872528967111631 20.655527143102884 21.954055842649936 21.15907806453705 0.8625 False False 0.3 0.7 1.5 0.02 8 3 19.018379600252956 0.0 0.0 0.0 0.0 4.205977931799389 3.9974308877251907 True 0.514 Inputed -22.675561515430104 -22.5141085595043 """""" """""" """"""
-0.16498753224980914 0.43350429263400614 -6.891546910199397 18.82863565965168 5864.328889690575 192.9891925389173 21 10 10 25.024166599847376 31 True True 2021spq 344.5433041666666 -10.526152777777778 SNIa 0.093 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 344.5433041666666 -10.526152777777778 TNS 2021spq ZTF21abkezqs 2021spq SNIa 0.093 -0.09184677238060601 0.1997384746450237 -0.024869676822671494 0.045947060172942145 0.1997384746450237 0.37085638158782075 6.175031775443805 6.175031775443805 18.84913482440357 18.84913482440357 59411.39859949984 59403.39818290016 18.534604186928338 18.534604186928338 18.6822635747481 0.9773756882746626 1.4229084232167102 0.7822529273182339 344.543341442849 -10.526366957333199 0.0032647832458706505 19.145746314299107 19.64173891134739 19.38107023619056 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.4229084232167102 0.7822529273182339 344.543341442849 -10.526366957333199 0.0032647832458706505 19.145746314299107 19.64173891134739 19.38107023619056 0.99 False False 0.3 0.7 1.5 0.02 8 3 8.000416599679738 0.7822529273182339 1.4229084232167102 0.260668675156829 0.5497563402919684 1.1071347244190513 0.6988066614424611 False 0.093 Inputed -19.440706553160503 -19.588365940980264 """""" """""" """"""
-0.16918246374795945 0.20222636969132343 -4.383792735678679 18.90862646643011 5850.660634743952 100.99674922409322 41 31 31 54.88677080022171 51 True True 2021dqo 132.91290416666666 23.935944444444445 SNIa 0.078 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 132.91290416666666 23.935944444444445 TNS 2021dqo ZTF21aamiukc 2021dqo SNIa 0.078 -0.07917544314218716 0.5445132238956525 0.053568011050010966 0.20097553806791169 0.5445132238956525 0.9619146235960514 14.96603705962967 14.96603705962967 39.92073374059204 39.92073374059204 59274.21192129981 59264.30968749989 18.298097691403132 18.298097691403132 18.371216553116717 1.5295331331284918 0.8070998088933802 5.817141510937024 132.911136252806 23.93594490371785 0.08545174205572881 21.614902140331267 23.131868327946663 23.00614797793627 0.7375 """""" """""" """""" """""" 0 False True all False False 0 0.8070998088933802 5.817141510937024 132.911136252806 23.93594490371785 0.08545174205572881 21.614902140331267 23.131868327946663 23.00614797793627 0.7375 False False 0.3 0.7 1.5 0.02 8 3 9.902233799919486 0.0 0.0 0.0 0.0 5.341902308596868 4.898783446883282 True 0.078 Inputed -19.362788581194454 -19.43590744290804 """""" """""" """"""
-0.14863387032666686 0.4124776897236782 -6.221172245999982 18.90929743937368 5698.268863279354 161.46837158125936 17 10 10 27.980648099910468 65 True False 2019dfb 146.37013291666 -7.612104305555 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 146.37013291666 -7.612104305555 TNS 2019dfb ZTF19aapcxiy 2019dfb SNIa 0.09 -0.05152093930296786 0.3167138609487985 0.03175666253350329 0.12070126333999553 0.3167138609487985 0.5388876992207301 10.664574262268914 10.664574262268914 17.316073837641554 17.316073837641554 58592.13709490001 58581.20943289995 18.639607342509635 18.639607342509635 18.66784581675608 1.0079206367808078 0.7813568579367249 0.9475529431118652 146.37038356 -7.61219125 0.007892745020670167 21.572090664064884 21.57842277023792 21.55713092033863 0.9166666666666666 """""" """""" """""" """""" 0 False True all False False 0 0.7813568579367249 0.9475529431118652 146.37038356 -7.61219125 0.007892745020670167 21.572090664064884 21.57842277023792 21.55713092033863 0.9166666666666666 False False 0.3 0.7 1.5 0.02 8 3 10.927662000060081 0.9475529431118652 0.7813568579367249 0.021291849899292004 1.2127018960504203 2.9388154277282865 2.889285103582548 False 0.09 Inputed -19.382538828423154 -19.4107773026696 """""" """""" """"""
-0.18761913167972874 0.15149206310247448 -9.048110622826895 18.473997880431636 6444.567366890161 75.4254802385922 33 25 25 55.85667819995433 31 True False 2021tth 331.1001208333333 -23.57731111111111 SNIa 0.072 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 331.1001208333333 -23.57731111111111 TNS 2021tth ZTF21abmwghp 2021tth SNIa 0.072 -0.10446553776554524 0.7753393735957488 0.07269304096217155 0.27642703845949157 0.7753393735957488 1.419470447168056 15.032268167764778 15.032268167764778 40.824410032189554 40.824410032189554 59428.41906249989 59414.3974768999 17.720183659518685 17.720183659518685 17.920946042786213 1.4741547338469596 1.0917272490210737 1.7269206218254243 331.10013591 -23.57683161 0.005447348244320027 19.97473934918046 20.49221141719818 20.27333608931303 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.0917272490210737 1.7269206218254243 331.10013591 -23.57683161 0.005447348244320027 19.97473934918046 20.49221141719818 20.27333608931303 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 14.021585599984974 1.7269206218254243 1.0917272490210737 0.21887532788515074 1.5818242362036063 2.7720277576794956 2.3523900465268177 False 0.072 Inputed -19.636363596662047 -19.837125979929574 """""" """""" """"""
-0.017887242227569936 0.340112109787536 -11.157178891391325 18.04694956361425 3927.49426250106 353.48654897094895 40 34 34 74.93091430002823 58 True True 2019ovr 112.20941708333 35.547531 SNII 0.013059 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 112.20941708333 35.547531 TNS 2019ovr ZTF19abudlps 2019ovr SNII 0.013059 0.5267369029703701 0.7533869452226725 0.5810755348143566 0.6369404149521323 0.7533869452226725 0.876362449864935 65.1023102697782 65.1023102697782 9.828604030250027 9.828604030250027 58739.47210650006 58723.505868100096 17.895086997696925 18.433397894509035 17.895086997696925 0.5077817619718081 3.6792600094964256 7.5115754198784925 112.20728025802799 35.54868470042079 0.0009163736265709321 14.127902659395932 14.52942735738516 14.273923142104149 0.9850000000000001 """""" """""" """""" """""" 1 False True all False False 0 0.7 5.261402094842066 112.208571684197 35.5462414863249 0.06258893372202368 21.460981876308917 21.129402431550027 20.994706026716234 0.02 False False 0.3 0.7 1.5 0.02 8 3 15.966238399967551 7.5115754198784925 3.6792600094964256 0.25550421528101097 2.0415995065558277 -3.9039705371238753 -3.6211638555927763 False 0.013059 Inputed -15.924347696994912 -15.386036800182803 """""" """""" """"""
-0.1807187750295408 0.1680104441417642 -8.92431065493234 18.844220989973486 3668.6311361498774 327.6660292355025 43 30 30 71.85583329992369 38 True False 2021dru 186.18609999999998 -4.768594444444444 SNII 0.025878 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 186.18609999999998 -4.768594444444444 TNS 2021dru ZTF21aamwqim 2021dru SNII 0.025878 0.6515606879320508 0.9128031050893775 0.7140181492370345 0.7783468158182139 0.9128031050893775 1.0553145418519172 14.854736244836579 14.854736244836579 57.00109705508711 57.00109705508711 59280.28550929995 59266.37665509991 18.22687420751545 18.767472117933092 18.22687420751545 1.9213074225369955 1.6654327323268576 4.256412359803778 186.18491595 -4.76866951 0.0017879513240255385 16.759899973094463 22.20799391722679 21.293427075099945 0.25 """""" """""" """""" """""" 1 False True all False False 0 1.3669086670140955 3.9265258891031123 186.1855878 -4.76955834 0.0021004878945279915 17.292984259819985 17.996565098381044 17.56390591545105 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.908854200039059 4.256412359803778 1.6654327323268576 0.9145668421268454 2.555739584784632 3.4405217992936983 3.0665528675844946 False 0.025878 Inputed -17.08474173015838 -16.54414381974074 """""" """""" """"""
-0.14992761544309327 0.41884995082380555 -4.698910210333304 18.95892320379808 4654.089042268536 191.12110520452092 26 23 23 40.00856480002403 44 True True 2020rke 45.99029999999999 3.4579694444444447 SNIa 0.0667854 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 45.99029999999999 3.4579694444444447 TNS 2020rke ZTF20absvwdh 2020rke SNIa 0.0667854 0.21983328357945808 0.5894286270477309 0.30507906937783247 0.39496528301038225 0.5894286270477309 0.8048596592788932 11.132857296491153 11.132857296491153 28.87570750353288 28.87570750353288 59086.45247690007 59076.42512729997 18.68989903708503 18.916717607995775 18.68989903708503 0.43852560712974165 1.6335215143989936 8.638941457603067 45.98907003894475 3.46003131045551 0.003138952950652696 16.09113089557886 17.234348803491592 16.463651085584164 0.9850000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.6335215143989936 8.638941457603067 45.98907003894475 3.46003131045551 0.003138952950652696 16.09113089557886 17.234348803491592 16.463651085584164 0.9850000000000001 False False 0.3 0.7 1.5 0.02 8 3 10.027349600102752 8.638941457603067 1.6335215143989936 0.7706977179074279 5.288538523339567 -1.6823688045041827 -2.2262479515008664 False 0.0667854 Inputed -18.701612740517 -18.474794169606255 """""" """""" """"""
-0.20316904115805684 0.20737552868349124 -8.300435070205804 18.8340778646009 5276.399254789302 150.1686498024364 51 32 32 48.87521990016103 42 True False 2021tti 328.0273833333333 -24.84253888888889 SNIa 0.074 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 328.0273833333333 -24.84253888888889 TNS 2021tti ZTF21abmwgdf 2021tti SNIa 0.074 0.076604466098253 0.5169795473716299 0.17572185098890714 0.2819071278613876 0.5169795473716299 0.7850429337383957 11.400997892263549 11.400997892263549 37.47422200789748 37.47422200789748 59426.355486100074 59414.3974768999 18.36424178204348 18.36424178204348 18.422124100831816 1.0022086669561037 1.7442373011797137 0.24311220829349345 328.02745742 -24.84253253 0.0006132628749849767 16.49692231503725 17.51891866030693 16.840556262779234 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.7442373011797137 0.24311220829349345 328.02745742 -24.84253253 0.0006132628749849767 16.49692231503725 17.51891866030693 16.840556262779234 0.99 False False 0.3 0.7 1.5 0.02 8 3 11.958009200170636 0.24311220829349345 1.7442373011797137 0.678362397527696 0.1393802369259416 -0.8453231217365484 -1.5815678380525817 False 0.074 Inputed -19.19564817262755 -19.253530491415887 """""" """""" """"""
-0.11417895939941604 0.3622085299388168 -7.525927171908235 18.936311005746685 5672.621852921616 73.35767040739756 78 35 35 40.902546300087124 54 True True 2020yxo 26.86300416666666 0.9676388888888889 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 26.86300416666666 0.9676388888888889 TNS 2020yxo ZTF18abrfccm 2020yxo SNIa 0.1 0.0410208192358823 1.0593637571302779 0.24609571410886133 0.4818391800764559 1.0593637571302779 1.8067289283464945 12.252017540855215 12.252017540855215 28.65052875923191 28.65052875923191 59165.19292820012 59154.309224499855 18.616866380076566 18.616866380076566 18.719104784052224 0.751238299611465 1.7301646486961322 0.3887159795368525 26.86309714793 0.96758397159205 0.0004816421011348826 16.190084281247856 17.514904184526205 16.641663473275898 0.97 """""" """""" """""" """""" 0 False True all False False 0 1.7301646486961322 0.3887159795368525 26.86309714793 0.96758397159205 0.0004816421011348826 16.190084281247856 17.514904184526205 16.641663473275898 0.97 False False 0.3 0.7 1.5 0.02 8 3 10.883703700266778 0.3887159795368525 1.7301646486961322 0.8732407112503076 0.22466993521673928 -1.1019621955503602 -2.077441310776326 False 0.1 Inputed -19.564637314418704 -19.666875718394362 """""" """""" """"""
-0.09220105051398642 0.2609732481227358 -1.297775698890522 18.92744559022742 6142.743764407411 224.67774710691063 7 5 5 8.903599600307643 73 True False 2018ije 281.98435833333 43.277880805555 SNIa 0.097 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 281.98435833333 43.277880805555 TNS 2018ije ZTF18accdzeo 2018ije SNIa 0.097 -0.18382641096041397 0.0432572023445843 -0.13112711526637355 -0.07577823339950385 0.0432572023445843 0.17407712580343215 22.175477577141184 22.175477577141184 -13.27187797683354 -13.27187797683354 58435.07769680023 58426.174097199924 18.720436505572366 18.840047261353536 18.720436505572366 1.1565104744237678 0.9836842379717566 0.1808462469118852 281.98436291 43.27793093 0.0037409083507360386 20.381650639510156 20.83727206993103 20.646379716968536 0.72 """""" """""" """""" """""" 0 False True all False False 0 0.9836842379717566 0.1808462469118852 281.98436291 43.27793093 0.0037409083507360386 20.381650639510156 20.83727206993103 20.646379716968536 0.72 False False 0.3 0.7 1.5 0.02 8 3 8.903599600307643 0.1808462469118852 0.9836842379717566 0.19089235296249285 0.18384583175264582 1.9972248085774922 1.92594321139617 False 0.097 Inputed -19.495805519342166 -19.376194763560996 """""" """""" """"""
-0.1430313275446581 0.322190412263052 -10.819827016969638 19.430071753058478 5445.732595264199 188.8888919812828 42 17 17 28.00518519990146 46 True True 2021tvv 218.08985416666664 23.748886111111112 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 218.08985416666664 23.748886111111112 TNS 2021tvv ZTF21ablgmxs 2021tvv SNIa 0.1 0.03474957187631489 0.36476939617317683 0.11059202983499006 0.19075562984701477 0.36476939617317683 0.5583131047878851 14.089535011118972 14.089535011118972 13.91565018878249 13.91565018878249 59425.182164399885 59408.19143520016 19.137682120967305 19.152907502984185 19.137682120967305 0.1780778212956865 1.2508690733832737 0.7738355183193861 218.0900662050105 23.748793714144497 0.007731707694774714 20.598099269315004 20.82208054101944 20.931872473561764 0.93125 """""" """""" """""" """""" 0 False True all False False 0 1.2508690733832737 0.7738355183193861 218.0900662050105 23.748793714144497 0.007731707694774714 20.598099269315004 20.82208054101944 20.931872473561764 0.93125 False False 0.3 0.7 1.5 0.02 8 3 16.99072919972241 0.7738355183193861 1.2508690733832737 -0.10979193254232555 0.6186383009904973 1.6691730380352539 1.794190352594459 False 0.1 Inputed -19.146059977503622 -19.130834595486743 """""" """""" """"""
-0.13183703702764196 0.368942072750986 -7.478018758257573 18.83686172707573 5608.198780948393 159.07018878966272 42 22 22 36.90268510021269 43 True True 2020yyk 335.6948208333333 -1.624477777777778 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 335.6948208333333 -1.624477777777778 TNS 2020yyk ZTF20acopmey 2020yyk SNIa 0.08 -0.01935026673409368 0.36481912649853854 0.06746104285163312 0.1602274713695948 0.36481912649853854 0.59695671642897 11.980606780726063 11.980606780726063 24.92207831948663 24.92207831948663 59169.12182869995 59157.226446799934 18.506019077618305 18.506019077618305 18.635399867847077 0.5239550925873624 0.8087024972850742 0.2631600553369469 335.694889083732 -1.624451524420755 0.007753315499532065 21.8356703580904 22.262956785902976 21.75012948276043 0.7500000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.8087024972850742 0.2631600553369469 335.694889083732 -1.624451524420755 0.007753315499532065 21.8356703580904 22.262956785902976 21.75012948276043 0.7500000000000001 False False 0.3 0.7 1.5 0.02 8 3 11.895381900016218 0.2631600553369469 0.8087024972850742 0.5128273031425472 0.3254102172559273 3.7569377082846707 3.114729614913351 False 0.08 Inputed -19.1545341542243 -19.283914944453073 """""" """""" """"""
-0.15322998146694228 0.20468513066863037 -8.359817048868365 18.517062472584183 5245.5511424761335 70.12187430166409 85 53 53 43.055196799803525 38 True True 2020pre 355.3486708333333 34.50655277777778 SNIa 0.055174 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 355.3486708333333 34.50655277777778 TNS 2020pre ZTF20abmbycd 2020pre SNIa 0.055174 0.18068481781674706 1.365264257737902 0.4179708347144384 0.6915387237003401 1.365264257737902 2.244049057241483 16.024170837391573 16.024170837391573 27.031025962411952 27.031025962411952 59060.43435190013 59046.40266200015 18.07927643164912 18.188166853058988 18.07927643164912 1.5133207875402803 1.6957247649096883 0.47454509385591526 355.3485357051105 34.506482234930644 0.0002980305182103127 15.602162847254277 16.82461978152752 16.01564712596178 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.6957247649096883 0.47454509385591526 355.3485357051105 34.506482234930644 0.0002980305182103127 15.602162847254277 16.82461978152752 16.01564712596178 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 14.031689899973571 0.47454509385591526 1.6957247649096883 0.8089726555657393 0.27984794683421915 -1.3635470715314675 -2.063629305687339 False 0.055174 Inputed -18.89171633586392 -18.78282591445405 """""" """""" """"""
-0.0821778394682354 0.45068594075892904 -16.273149037849144 19.68502339964537 8271.408050026661 244.42811149374467 77 52 52 55.84383099991828 41 True False 2020riz 32.6281475225 9.07408310584 TDE 0.435 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 32.6281475225 9.07408310584 TNS 2020riz ZTF20abrnwfc 2020riz TDE 0.435 -0.4234549084384831 -0.26486536317717224 -0.38660143354382015 -0.34793216392925075 -0.26486536317717224 -0.17368483972440885 20.47209726956401 20.47209726956401 35.37173373035427 35.37173373035427 59088.51469910005 59061.46774310013 18.97484991024982 18.97484991024982 19.49831075703547 0.307496646880634 0.3372023163732552 0.02842247940818339 32.62815248 9.0740893 0.00048536281293076744 20.518605720615387 22.70654630742073 21.44603375916481 0.1 """""" """""" """""" """""" 0 False True all False False 0 0.3372023163732552 0.02842247940818339 32.62815248 9.0740893 0.00048536281293076744 20.518605720615387 22.70654630742073 21.44603375916481 0.1 False False 0.3 0.7 1.5 0.02 8 3 27.046955999918282 0.02842247940818339 0.3372023163732552 1.260512548255921 0.08428909894178202 3.7316963971709107 1.9477230021293401 False 0.435 Inputed -22.076120642570796 -22.599581489356446 """""" """""" """"""
-0.1059477839249023 0.16248573317834492 -12.092256228181078 18.06364281392751 5103.3709733362475 279.1943288947079 80 42 42 73.89565970003605 73 True True 2019mor 234.65857208333 36.958639722222 SNII 0.02 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 234.65857208333 36.958639722222 TNS 2019mor ZTF19abjsmmv 2019mor SNII 0.02 0.10767829936850859 0.33464524483000346 0.16131857739807032 0.21698863928024537 0.33464524483000346 0.46111858040271514 18.990625148422104 18.990625148422104 54.905034551613944 54.905034551613944 58708.15686339978 58694.22549769981 17.40737300989159 17.40737300989159 17.483202211231898 6.4434521891265675 3.6880542037897106 5.394580455618012 234.660410022762 36.958342116977306 0.00038293021936541827 13.348642474918961 14.408863144325018 13.71305655896306 0.51 """""" """""" """""" """""" 2 False True all False False 0 0.7 1.0952143899703521 234.65847426249252 36.9583457091323 0.05867173194722097 24.319558635923862 16.355663015074732 24.74501873614192 0.9666666666666667 False False 0.3 0.7 1.5 0.02 8 3 13.931365699972957 5.394580455618012 3.6880542037897106 0.6958065853619573 1.4627172372018657 -2.9985098655665716 -3.7701456522688375 False 0.02 Inputed -17.265692557254194 -17.341521758594503 """""" """""" """"""
-0.1665342775027215 0.31873979372817773 -3.706081541795585 19.194394050599616 5711.404842708052 74.39012820567382 70 49 49 39.955416600219905 48 True True 2020psv 5.324874999999999 21.07102777777778 SNIa 0.0934 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 5.324874999999999 21.07102777777778 TNS 2020psv ZTF20abmdfcy 2020psv SNIa 0.0934 -0.03977593357367226 0.9027722291428439 0.1500015848096794 0.36822803508015056 0.9027722291428439 1.5937297246671278 12.139896368024298 12.139896368024298 27.815520232195606 27.815520232195606 59055.422627300024 59046.44238429982 18.789149480140555 18.789149480140555 18.963463156439484 0.8488181286764478 2.4814782884894857 3.3578426247027124 5.32578401728732 21.070639852261102 0.0009758193121869319 15.690889623206854 17.04395484111309 16.109941354267598 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.4814782884894857 3.3578426247027124 5.32578401728732 21.070639852261102 0.0009758193121869319 15.690889623206854 17.04395484111309 16.109941354267598 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 8.980243000201881 3.3578426247027124 2.4814782884894857 0.9340134868454939 1.3531622018529461 -1.7451946390274635 -2.853521802171887 False 0.0934 Inputed -19.169010249008295 -19.343323925307224 """""" """""" """"""
-0.1758698658731867 0.3474844704175874 -4.67801145123331 18.635644173620463 5756.621946950012 214.30453291918434 96 42 42 42.9721991000697 52 True True 2020rhi 317.52190833333333 8.05398888888889 SNIa 0.066 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 317.52190833333333 8.05398888888889 TNS 2020rhi ZTF20abrgyhd 2020rhi SNIa 0.066 -0.08598078625396255 0.17496139888550033 -0.02553045583747604 0.038032431463420835 0.17496139888550033 0.32576955734036517 10.363564986292232 10.363564986292232 32.60863411377747 32.60863411377747 59081.34678239981 59072.31553239981 18.222974098994197 18.222974098994197 18.38121120915803 0.25104398802082173 4.811063275768519 23.87875771991971 317.52828574431 8.056019585963774 0.0077976059225024485 14.593545892677307 15.86469984331131 15.001539109959602 0.97 """""" """""" """""" """""" 9 False True all False False 0 1.2064209108284987 4.185580276597753 317.5230717326285 8.05414653545142 0.009856283739413607 19.30704450606823 21.593851679463388 20.33281767297268 0.05555555555555555 False False 0.3 0.7 1.5 0.02 8 3 9.03125 23.87875771991971 4.811063275768519 0.8631607333517088 4.963301530492824 -2.358274255682886 -3.37967209919843 False 0.066 Inputed -18.98422666747056 -19.142463777634394 """""" """""" """"""
-0.14084178196721842 0.19873718335477214 -21.818800854301728 18.007209383883158 4984.326827433792 155.00824116773612 41 30 30 72.92325229989365 52 True True 2021hdu 319.0668749999999 5.246561111111111 SNIa 0.058 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 319.0668749999999 5.246561111111111 TNS 2021hdu ZTF21aaqqwln 2021hdu SNIa 0.058 0.29723132673173325 0.7870400635896999 0.40821922715948844 0.5265937282808189 0.7870400635896999 1.0819001809481144 15.60399229774461 15.60399229774461 57.319260002149036 57.319260002149036 59323.47260419978 59297.522060200106 17.876876249023546 17.876876249023546 17.896235580642163 1.8470654330482141 2.2619435596058595 11.158495671791279 319.0668667 5.24346154 0.0016973138688175515 14.583060292720795 15.568836176586151 14.993637974262237 0.95 """""" """""" """""" """""" 1 False True all False False 0 2.2502893709333236 3.1224674940519153 319.06760253 5.24608422 0.0023729568916452948 17.09755026423931 22.34451781835556 21.849524563217162 0.6666666666666666 False False 0.3 0.7 1.5 0.02 8 3 25.950543999671936 11.158495671791279 2.2619435596058595 0.5751982023239144 4.933145048825017 -2.308040072437395 -2.902597606379926 False 0.058 Inputed -19.184647978325508 -19.204007309944124 """""" """""" """"""
-0.12522025956730076 0.4352022489377946 -7.467403781792861 18.098573464441206 3328.347891919934 216.80439806600543 25 19 19 42.90901619987562 63 True False 2019hsx 273.23424708333 68.362559305555 SNIc-BL 0.020652 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 273.23424708333 68.362559305555 TNS 2019hsx ZTF19aawqcgy 2019hsx SNIc-BL 0.020652 0.8733893014362621 1.3229931583840298 0.9785481199876713 1.0884138563139985 1.3229931583840298 1.5786598604023894 11.109384475373014 11.109384475373014 31.79963172450261 31.79963172450261 58648.26269679982 58636.3297569002 17.73316895935757 18.785986407052643 17.73316895935757 2.1034109032493995 3.8267751366355487 3.0499931475867728 273.23239611 68.36306127 0.0003354297260644845 13.447020788645744 18.332631799674033 17.38907992272377 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.8267751366355487 3.0499931475867728 273.23239611 68.36306127 0.0003354297260644845 13.447020788645744 18.332631799674033 17.38907992272377 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.932939899619669 3.0499931475867728 3.8267751366355487 0.9435518769502629 0.7970139448194198 -0.45335460737861055 -0.3440890366338003 False 0.020652 Inputed -17.08574561065116 -16.032928162956086 """""" """""" """"""
-0.16571262370885795 0.16278881152012598 -10.337772541504798 18.841361280284936 5386.332426303512 108.97848049197937 88 52 52 63.84578699991107 86 True True 2020aabj 104.45525416666666 15.443894444444444 SNIa 0.065 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 104.45525416666666 15.443894444444444 TNS 2020aabj ZTF20acphccy 2020aabj SNIa 0.065 0.10413473020981456 0.7561821950908154 0.24528620095036047 0.40032180447165544 0.7561821950908154 1.1809445930469238 14.665933048792567 14.665933048792567 49.1798539511185 49.1798539511185 59169.50512730004 59155.45593750011 18.283788298457214 18.32063795997353 18.283788298457214 1.196748336974304 0.6656967958959537 6.462356703917639 104.4546907163775 15.44218347536235 0.05448340801271334 20.767022612004283 23.468021497268676 21.73306047991276 0.17142857142857143 """""" """""" """""" """""" 2 False True all False False 0 0.6485891151883102 5.769680144114666 104.45628548318149 15.44263729850085 0.0377034162528469 20.55927356086969 22.849635086283683 21.6340050436306 0.03888888888888889 False False 0.3 0.7 1.5 0.02 8 3 14.0491897999309 6.462356703917639 0.6656967958959537 1.7349610173559178 9.707657816228524 5.147383537295145 3.4492721814555445 False 0.065 Inputed -19.04800421050419 -19.01115454898787 """""" """""" """"""
-0.17045355839356896 0.16203173535034252 -8.79859769503407 17.87974325285798 4110.941487984681 179.38932338481155 57 40 40 71.97996529983357 73 True True 2020yzg 166.70724166666665 57.683972222222216 SNIa 0.032249 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 166.70724166666665 57.683972222222216 TNS 2020yzg ZTF20acpgnej 2020yzg SNIa 0.032249 0.47411858395324913 0.9330288708076822 0.5796910544380438 0.6911873199817968 0.9330288708076822 1.2019537583332145 17.89645118619055 17.89645118619055 54.08351411364302 54.08351411364302 59175.512777800206 59159.494907400105 17.357198370229874 17.69482943131762 17.357198370229874 1.9415515195525592 4.606466894884542 5.532232018672002 166.7065026815975 57.685457308733504 0.0008260133595680008 13.934016408730447 14.531620358594655 14.116574532605409 0.9944444444444444 """""" """""" """""" """""" 1 False True all False False 0 1.2303116624663477 3.9132480604592175 166.70907506 57.68444232 0.006936173700168746 18.95891750088334 14.71445171881318 15.01456510167718 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.017870400100946 5.532232018672002 4.606466894884542 0.415045825989246 1.2009707537061687 -3.163209072722964 -3.240623837624465 False 0.032249 Inputed -18.435780602298646 -18.0981495412109 """""" """""" """"""
-0.1628441155034203 0.23487491754442788 -5.466574419858887 18.83414963817117 5678.391029451458 110.63578253359364 37 26 26 52.95766199985519 33 True True 2019hqg 235.10070791666 41.783699999999 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 235.10070791666 41.783699999999 TNS 2019hqg ZTF19aaywlmi 2019hqg SNIa 0.07 -0.032680364746664026 0.547165134839517 0.09264905072276619 0.23045833073371114 0.547165134839517 0.9254673979239598 13.432998568059308 13.432998568059308 39.52466343179589 39.52466343179589 58657.22574070003 58647.22241900023 18.352416906710765 18.352416906710765 18.45742966702215 1.4614465590393775 2.1164489111968976 2.8116194791017617 235.101752861341 41.78364662794145 0.0020316776534583525 17.090532323533296 17.745823387434484 17.36367854776144 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.1164489111968976 2.8116194791017617 235.101752861341 41.78364662794145 0.0020316776534583525 17.090532323533296 17.745823387434484 17.36367854776144 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.003321699798107 2.8116194791017617 2.1164489111968976 0.38214483967304247 1.328460830888533 -0.6065935192762808 -1.093751119260709 False 0.07 Inputed -19.037736284568645 -19.14274904488003 """""" """""" """"""
-0.1227716824790226 0.2703254088340459 -1.7028069285407954 17.682743256848568 5509.179529199862 179.53351498466313 8 6 6 8.977754699997604 98 True False 2018ihm 281.058375 32.1275 SNIIn 0.055 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 281.058375 32.1275 TNS 2018ihm ZTF18accdzju 2018ihm SNIIn 0.055 -0.045390217809657685 0.2829875006173985 0.029633376393963573 0.10923532614808096 0.2829875006173985 0.47757218328261075 17.929919678317177 17.929919678317177 -8.952164978319573 -8.952164978319573 58435.07724539982 58426.099490699824 17.598724952196328 17.758131017391758 17.598724952196328 0.6478347752837118 3.2555079879540436 4.786032909179115 281.05690016 32.12795549 0.0028890125384116727 16.333478251576423 16.932027167367934 16.62018801212311 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.2555079879540436 4.786032909179115 281.05690016 32.12795549 0.0028890125384116727 16.333478251576423 16.932027167367934 16.62018801212311 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.977754699997604 4.786032909179115 3.2555079879540436 0.31183915524482586 1.4701339781343754 -0.8261038500238236 -0.9785369400732193 False 0.055 Inputed -19.365320954488592 -19.20591488929316 """""" """""" """"""
-0.1353602330910904 0.234133600610621 -16.431112428000525 17.294550240904517 5080.914356064617 104.1250991899417 49 39 39 68.84722220012918 41 True True 2019vtx 124.39083333333332 56.048544444444445 SNIa 0.0369 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 124.39083333333332 56.048544444444445 TNS 2019vtx ZTF19acxlcdz 2019vtx SNIa 0.0369 0.2936550837981926 1.0696116250521328 0.4611820634874668 0.6454594685868429 1.0696116250521328 1.5781573583448036 1.0853888759540329 1.0853888759540329 67.76183332417514 67.76183332417514 58830.221527799964 58823.43094909983 17.020013851823652 17.020013851823652 17.026639292055066 5.365719085564361 1.388462258235641 0.2878976532347124 124.390707039088 56.0485821325892 0.00032357326445486834 16.24803454946756 17.339482022180558 16.623808945772648 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.388462258235641 0.2878976532347124 124.390707039088 56.0485821325892 0.00032357326445486834 16.24803454946756 17.339482022180558 16.623808945772648 0.99 False False 0.3 0.7 1.5 0.02 8 3 6.790578700136393 0.2878976532347124 1.388462258235641 0.71567307640791 0.20735000287336022 0.319468170356906 -0.40283034628241765 False 0.0369 Inputed -19.061364236851578 -19.06798967708299 """""" """""" """"""
-0.2565285461172783 0.15005916511231832 -4.795692084572586 17.608826541982918 5449.274261967064 157.29692471052428 38 21 21 59.863275500014424 113 True True 2020acua 156.6784458333333 21.723899999999997 SNIa 0.041362 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 156.6784458333333 21.723899999999997 TNS 2020acua ZTF18aahfbqp 2020acua SNIa 0.041362 -0.0029222116604543658 0.3911186593381544 0.08604968405225577 0.18117289122012536 0.3911186593381544 0.6295639833440525 9.552582877070147 9.552582877070147 50.31069262294428 50.31069262294428 59205.43178239977 59198.47732640011 16.88474090725592 16.88474090725592 17.155818769293564 9.94759001483804 3.440592076934186 0.5851675351344396 156.678573692643 21.724010964189098 0.00027935775678999963 13.670743812187315 14.734505463888645 13.988917362574934 0.93 """""" """""" """""" """""" 0 False True all False False 0 3.440592076934186 0.5851675351344396 156.678573692643 21.724010964189098 0.00027935775678999963 13.670743812187315 14.734505463888645 13.988917362574934 0.93 False False 0.3 0.7 1.5 0.02 8 3 6.954455999657512 0.5851675351344396 3.440592076934186 0.7455881013137109 0.1700775686421582 -2.1502354433672757 -3.1669014067186296 False 0.041362 Inputed -19.18240742489675 -19.45348528693439 """""" """""" """"""
-0.10780037551180131 0.3875843107662017 -3.4337238431460224 19.521252371287797 5425.636800101797 152.5055601055847 60 30 30 36.00483800005168 56 True True 2020acvz 160.7074458333333 0.8830861111111111 SNIa 0.13 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 160.7074458333333 0.8830861111111111 TNS 2020acvz ZTF20acxyipy 2020acvz SNIa 0.13 -0.00781699045629125 0.3988140194689933 0.08369549207088056 0.1817437244543889 0.3988140194689933 0.6463067195868639 16.447626268481997 16.447626268481997 19.55721173156968 19.55721173156968 59205.53278939985 59194.44381939992 19.16074237013502 19.16074237013502 19.45977432235067 0.508468363730774 1.5991701598767882 1.0674908731647175 160.707464846798 0.8827901959315909 0.0039991004710489 19.06270544773102 19.603283120851515 19.245778949534895 0.97 """""" """""" """""" """""" 0 False True all False False 0 1.5991701598767882 1.0674908731647175 160.707464846798 0.8827901959315909 0.0039991004710489 19.06270544773102 19.603283120851515 19.245778949534895 0.97 False False 0.3 0.7 1.5 0.02 8 3 11.088969999924302 1.0674908731647175 1.5991701598767882 0.35750417131662005 0.6675280091813148 0.44254075071649623 -0.21399537281577352 False 0.13 Inputed -19.406708933471727 -19.705740885687376 """""" """""" """"""
-0.011778035176285508 0.2304032714044304 -6.571754391697418 18.797861091685654 5313.178641998084 151.9550489193328 185 118 118 72.84678240027279 63 True True 2019oxn 267.80328416666 51.382550611111 SNII 0.02 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 267.80328416666 51.382550611111 TNS 2019oxn ZTF19abueupg 2019oxn SNII 0.02 0.04960945165689168 0.4757737748547797 0.1455962507856583 0.2483819734181587 0.4757737748547797 0.7348358980084768 128.0591675830226 128.0591675830226 -55.21238518274981 -55.21238518274981 58734.28814810002 58724.2895717998 18.571391356024378 18.571391356024378 18.650163724938952 1.7047656067341024 4.6999710841442335 5.266660048254251 267.8052226687675 51.3833731296148 0.004349040047888497 16.11545358019352 16.85756981142044 16.303972838829758 0.9650000000000001 """""" """""" """""" """""" 0 False True all False False 0 4.6999710841442335 5.266660048254251 267.8052226687675 51.3833731296148 0.004349040047888497 16.11545358019352 16.85756981142044 16.303972838829758 0.9650000000000001 False False 0.3 0.7 1.5 0.02 8 3 9.998576300218701 5.266660048254251 4.6999710841442335 0.5535969725906824 1.120572861825 -1.7138215446039382 -2.346190886109195 False 0.02 Inputed -16.09873104354714 -16.177503412461714 """""" """""" """"""
-0.03292199827031462 0.3510061615228548 -0.883440966512973 18.91617508503548 4602.4896082217665 90.32491963947716 24 18 18 40.868969900067896 38 True True 2019zck 53.00818333333333 1.176102777777778 SNII 0.0406 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 53.00818333333333 1.176102777777778 TNS 2019zck ZTF19adbsblp 2019zck SNII 0.0406 0.21404472861625834 1.0928308111832479 0.3992189515468567 0.6060723586474914 1.0928308111832479 1.6927018516767198 34.788062105955895 34.788062105955895 6.080907794112001 6.080907794112001 58850.12994210003 58846.259409700055 18.657500854470033 18.9286288493295 18.657500854470033 1.040875471045483 2.7560993122184994 0.5586307195476666 53.0082628149302 1.1762360619860002 0.0007863403409567038 15.61295044499159 16.751666359229088 15.994869026350974 0.99 """""" """""" """""" """""" 0 False True all False False 0 2.7560993122184994 0.5586307195476666 53.0082628149302 1.1762360619860002 0.0007863403409567038 15.61295044499159 16.751666359229088 15.994869026350974 0.99 False False 0.3 0.7 1.5 0.02 8 3 3.8705323999747634 0.5586307195476666 2.7560993122184994 0.7567973328781132 0.2026888933468807 -2.1769624901004114 -2.662631828119059 False 0.0406 Inputed -17.639948907713595 -17.36882091285413 """""" """""" """"""
-0.16862657287996788 0.25638910680741195 -8.154058595176691 18.30436382728515 5991.903496313862 182.63701367493397 18 16 16 62.87643519975245 83 True True 2019coj 245.01803833333 -3.264032388888 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 245.01803833333 -3.264032388888 TNS 2019coj ZTF19aanydko 2019coj SNIa 0.07 -0.10755115590515629 0.19843010595145927 -0.037625830073874766 0.03655429450650871 0.19843010595145927 0.3796409983054332 7.940157868019856 7.940157868019856 54.9362773317326 54.9362773317326 58581.46121530002 58573.43843750004 17.683901004460235 17.683901004460235 17.817445203532497 2.4238517041652186 3.445857770678402 5.284395986192204 245.01701040703801 -3.2650819071614547 0.0016321659991881399 15.391541978297234 16.496147820339203 15.754982486667632 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 3.445857770678402 5.284395986192204 245.01701040703801 -3.2650819071614547 0.0016321659991881399 15.391541978297234 16.496147820339203 15.754982486667632 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 8.022777799982578 5.284395986192204 3.445857770678402 0.7411653336715709 1.5335502327340227 -1.187753184121032 -2.0624627168648644 False 0.07 Inputed -19.6777207480583 -19.81126494713056 """""" """""" """"""
-0.14705370933746487 0.27300451336194703 -4.401835470759131 17.864462139661647 4863.082855771694 217.9858217657286 66 38 38 55.917951399926096 50 True False 2020ubl 85.82466666666666 58.08488055555556 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 85.82466666666666 58.08488055555556 TNS 2020ubl ZTF20accxqqo 2020ubl SNIa 0.04 0.14507406085121133 0.44963827548604485 0.21596080631257308 0.29026821968978567 0.44963827548604485 0.6242205345239213 16.288862824080613 16.288862824080613 39.629088575845486 39.629088575845486 59126.354039399885 59114.49186340021 17.474883738359257 17.55749393029392 17.474883738359257 0.9577349876295238 3.8607023717238316 8.927420226394318 85.82370117 58.0873073 0.006927236465727349 16.489812878799437 17.53215177268982 16.89050637779236 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.8607023717238316 8.927420226394318 85.82370117 58.0873073 0.006927236465727349 16.489812878799437 17.53215177268982 16.89050637779236 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.862175999674946 8.927420226394318 3.8607023717238316 0.6416453948974592 2.312382402689115 -0.025342157604100635 -0.5843773605668972 False 0.04 Inputed -18.78992114912216 -18.7073109571875 """""" """""" """"""
-0.2021136192255662 0.40181924818606685 -3.3156356996663705 18.861206984210256 3273.01784601906 114.97632366034472 33 11 11 17.99900469975546 83 True True 2020nta 241.84729166666665 13.892708333333333 SNIa 0.033953 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 241.84729166666665 13.892708333333333 TNS 2020nta ZTF20abjapav 2020nta SNIa 0.033953 0.8984063304703618 1.8259246737774824 1.1027755307557356 1.324609729718123 1.8259246737774824 2.4138271137116263 7.29743447138275 7.29743447138275 10.70157022837271 10.70157022837271 59035.31637729984 59029.21439810004 18.624629678552495 19.0725853681489 18.624629678552495 2.691112255879501 5.5370518646237485 18.139698154576692 241.8456605863195 13.887924772395301 0.0018367312758417187 13.191483062733411 14.348306316628456 13.604071734557152 0.865 """""" """""" """""" """""" 4 False True all False False 0 0.7 11.578414640115426 241.84954197 13.89506889 0.4684190749183601 22.456443124723435 24.031637610292435 22.658207692277433 0.85 False False 0.3 0.7 1.5 0.02 8 3 6.101979199796915 18.139698154576692 5.5370518646237485 0.7442345820713037 3.276057114521775 -4.724279051520444 -5.0205579439953425 False 0.033953 Inputed -17.2810685034407 -16.833112813844295 """""" """""" """"""
-0.12936347481728006 0.27128543260928206 -3.324502210206784 18.771118339587705 6028.907311499203 74.97114681193514 112 66 66 52.902256899978966 52 True True 2020un 123.70831666666665 49.13898611111111 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 123.70831666666665 49.13898611111111 TNS 2020un ZTF20aafcgca 2020un SNIa 0.08 -0.11552803779707688 0.7631298126468735 0.06107533505988272 0.264408232663758 0.7631298126468735 1.408173295580049 14.86753113797441 14.86753113797441 38.034725762004555 38.034725762004555 58867.40159719996 58859.29420140013 18.362790874566116 18.362790874566116 18.397252035603874 0.9467332606431638 1.3754450546081658 1.854608202129358 123.70871566429349 49.13854197229905 0.002576832018672426 18.52593428735137 18.98633586894274 18.647839202919005 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.3754450546081658 1.854608202129358 123.70871566429349 49.13854197229905 0.002576832018672426 18.52593428735137 18.98633586894274 18.647839202919005 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.107395799830556 1.854608202129358 1.3754450546081658 0.3384966660237332 1.3483695302228522 0.6235449943766227 0.25058716731513186 False 0.08 Inputed -19.392681986467505 -19.427143147505262 """""" """""" """"""
-0.015684475398167717 0.12110979006152589 35.43350602264569 17.04390428592847 4015.0529902773524 434.6774065876982 90 32 32 74.0079282997176 68 True False 2018iej 291.25909666666 50.720503388888 AGN 0.065 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 291.25909666666 50.720503388888 TNS 2018iej ZTF18aapzqup 2018iej AGN 0.065 0.28722527320683966 0.4467973907691487 0.3257438993366719 0.36516799378936327 0.4467973907691487 0.5322464585955267 228.97429396162454 228.97429396162454 -154.96636566190693 -154.96636566190693 58311.3876852002 58252.442268500105 17.267489929687688 17.467692854955523 17.267489929687688 8.87547951366328 2.1858559888148865 0.04234530853703515 291.25910142 50.72051476 0.00033040118232463556 15.094997807478904 16.22469942779541 15.586101779317856 0.11000000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.1858559888148865 0.04234530853703515 291.25910142 50.72051476 0.00033040118232463556 15.094997807478904 16.22469942779541 15.586101779317856 0.11000000000000001 False False 0.3 0.7 1.5 0.02 8 3 58.94541670009494 0.04234530853703515 2.1858559888148865 0.6385976484775551 0.019372414630111866 -1.242993427160112 -1.6813881503698322 False 0.065 Inputed -20.064302579273715 -19.86409965400588 """""" """""" """"""
-0.13348377551949842 0.5291200668296735 -5.731779856915813 17.503792668874333 5962.455815727651 216.3036301805716 21 12 12 50.938124999869615 40 True False 2019dks 176.02334041666 -4.673668861111 SNIa 0.057 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 176.02334041666 -4.673668861111 TNS 2019dks ZTF19aaprzcr 2019dks SNIa 0.057 -0.12381810567723761 0.12621832525967847 -0.06589267309479396 -0.004985770096649134 0.12621832525967847 0.27071375332274883 14.995731451595553 14.995731451595553 35.94239354827406 35.94239354827406 58599.21005789982 58583.25121530006 17.189861422672447 17.189861422672447 17.645324077583254 1.6020488976512777 1.5468310475481377 3.05066593878614 176.02393977 -4.67426991 0.008218471847379782 19.34612584795952 19.792668125092984 19.4874916061759 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.5468310475481377 3.05066593878614 176.02393977 -4.67426991 0.008218471847379782 19.34612584795952 19.792668125092984 19.4874916061759 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 15.958842599764466 3.05066593878614 1.5468310475481377 0.305176518917083 1.9722037152161587 2.602806702420537 1.8421675285926469 False 0.057 Inputed -19.397291340367403 -19.85275399527821 """""" """""" """"""
-0.14234580919754453 0.3468099630443461 -12.289202539527414 19.289730144832653 5277.30026029512 219.26838907334616 36 14 14 14.9712731000036 27 True False 2020yvd 28.62696666666666 -21.30108611111111 SNIa 0.11 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 28.62696666666666 -21.30108611111111 TNS 2020yvd ZTF20acowcee 2020yvd SNIa 0.11 0.07746927018585836 0.36623062568678577 0.14464758331117622 0.2150892754090563 0.36623062568678577 0.5318721329771101 4.043827185858165 4.043827185858165 10.927445914145435 10.927445914145435 59165.23039350007 59156.33684029989 19.07228570398357 19.091790177569926 19.07228570398357 0.8417148847684418 0.8645782108208998 0.7411956491861171 28.62694471 -21.30129098 0.007759834044408942 21.473329756450653 21.679191706490517 21.347687686133384 0.7125 """""" """""" """""" """""" 0 False True all False False 0 0.8645782108208998 0.7411956491861171 28.62694471 -21.30129098 0.007759834044408942 21.473329756450653 21.679191706490517 21.347687686133384 0.7125 False False 0.3 0.7 1.5 0.02 8 3 8.893553200177848 0.7411956491861171 0.8645782108208998 0.33150402035713356 0.8572916133086058 2.5874015289205907 2.2754019821498126 False 0.11 Inputed -19.422874078446117 -19.403369604859762 """""" """""" """"""
-0.1998028699068895 0.176554804174416 -13.763969274133377 17.82221296921687 5540.310200536682 133.74204712346 42 34 34 73.83734950004146 54 True True 2020acvm 196.65301666666664 12.460452777777776 SNIa 0.043245 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 196.65301666666664 12.460452777777776 TNS 2020acvm ZTF20acxzkkf 2020acvm SNIa 0.043245 0.07492924609964646 0.5773703990734944 0.18656476105993391 0.3071594357771801 0.5773703990734944 0.8902238510326796 15.888955085843877 15.888955085843877 57.94839441419758 57.94839441419758 59215.4875115999 59194.513761600014 17.255792737498677 17.255792737498677 17.3641302606582 2.8889088169390593 3.234262000987229 6.850120433215845 196.6512433987465 12.461241834997299 0.0026265634940543237 15.803915809804797 16.345170239453317 16.897564836351872 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.234262000987229 6.850120433215845 196.6512433987465 12.461241834997299 0.0026265634940543237 15.803915809804797 16.345170239453317 16.897564836351872 1.0 False False 0.3 0.7 1.5 0.02 8 3 20.97374999988824 6.850120433215845 3.234262000987229 -0.5523945968985551 2.117985627362566 -0.9106224980453597 -0.46656542430632797 False 0.043245 Inputed -19.071750414333927 -19.18008793749345 """""" """""" """"""
-0.120266940036953 0.4253535617169889 -4.847818494253355 19.159915578391026 5797.1809610363425 215.03560828024666 20 9 9 28.899317199829966 40 True True 2019bt 151.71351124999 3.6225995 SNIa 0.102 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 151.71351124999 3.6225995 TNS 2019bt ZTF18adcakbo 2019bt SNIa 0.102 -0.09391686940416122 0.16431333366224976 -0.0340877042888188 0.02881717662877037 0.16431333366224976 0.31352129325282974 14.206542397194072 14.206542397194072 14.692774802635894 14.692774802635894 58494.4637616002 58482.517210599966 18.856526037360435 18.856526037360435 18.949412440204625 0.3008814689936672 0.7963103477807059 0.3765264619783854 151.7135404575715 3.6226999466731353 0.006146946021786781 21.532522086630465 22.34143815200806 21.885891015309095 0.41428571428571426 """""" """""" """""" """""" 0 False True all False False 0 0.7963103477807059 0.3765264619783854 151.7135404575715 3.6226999466731353 0.006146946021786781 21.532522086630465 22.34143815200806 21.885891015309095 0.41428571428571426 False False 0.3 0.7 1.5 0.02 8 3 11.94655100023374 0.3765264619783854 0.7963103477807059 0.4555471366989643 0.47283884107214463 3.4849121146476243 2.93647857510447 False 0.102 Inputed -19.378230556317316 -19.471116959161506 """""" """""" """"""
-0.1399486444232536 0.300642189601749 -3.3986456310564597 18.761739263590766 6010.134298984189 88.8094444538252 42 30 30 54.893541699741036 47 True True 2020rfu 352.4924833333333 -8.17011111111111 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 352.4924833333333 -8.17011111111111 TNS 2020rfu ZTF20abrnavu 2020rfu SNIa 0.08 -0.11915992133376108 0.5876559407794808 0.027766802588327977 0.193390354444837 0.5876559407794808 1.079203685785771 14.20502020868473 14.20502020868473 40.688521491056306 40.688521491056306 59082.392500000075 59073.37651620014 18.24321283961691 18.24321283961691 18.47473550414131 1.3251271551100725 0.6775892619525653 0.33361434367530407 352.49242538 -8.17003833 0.012089938980734627 22.84574691017866 23.19214225178957 22.355692186784744 0.475 """""" """""" """""" """""" 0 False True all False False 0 0.6775892619525653 0.33361434367530407 352.49242538 -8.17003833 0.012089938980734627 22.84574691017866 23.19214225178957 22.355692186784744 0.475 False False 0.3 0.7 1.5 0.02 8 3 9.015983799938112 0.33361434367530407 0.6775892619525653 0.8364500650048257 0.49235482674850706 4.94892941217266 3.8809566826434327 False 0.08 Inputed -19.315198517930067 -19.54672118245447 """""" """""" """"""
-0.17297334104135395 0.1762035531416529 -10.706809624661659 18.63903488918777 5154.55373975596 109.84219956554166 55 42 42 66.8984375 52 True True 2021hji 252.17137916666667 21.997169444444445 SNIa 0.057 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 252.17137916666667 21.997169444444445 TNS 2021hji ZTF21aaqztcg 2021hji SNIa 0.057 0.17413886837886494 0.850721021537705 0.32099992658822174 0.4820162171029594 0.850721021537705 1.2896582170826107 14.248593075671465 14.248593075671465 52.649844424328535 52.649844424328535 59316.401284699794 59301.482777799945 18.1489037545246 18.184099713868243 18.1489037545246 1.245996087249752 2.625261539044051 1.2529779057883472 252.171126129462 21.9974265310146 0.001936625002532777 16.868446137486696 17.58146093556881 17.177278300094606 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.625261539044051 1.2529779057883472 252.171126129462 21.9974265310146 0.001936625002532777 16.868446137486696 17.58146093556881 17.177278300094606 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 14.91850689984858 1.2529779057883472 2.625261539044051 0.4041826354742035 0.4772773634754121 -0.6026387782994327 -0.9716254544299936 False 0.057 Inputed -18.893711663426057 -18.858515704082414 """""" """""" """"""
-0.13530109443051436 0.4150043827836547 -7.223823550042665 19.057827599925837 5491.643368873984 76.4627272117967 34 15 15 29.93344910023734 72 True True 2020aaxd 124.86337499999999 2.1014194444444447 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 124.86337499999999 2.1014194444444447 TNS 2020aaxd ZTF20acsdykp 2020aaxd SNIa 0.1 0.07548016906318367 1.0645770712050506 0.27666446565805813 0.5064839705289259 1.0645770712050506 1.7792142339696717 12.341347789766626 12.341347789766626 17.592101310470714 17.592101310470714 59186.506840299815 59173.441736099776 18.784284497379616 18.784284497379616 18.968233000893093 0.4694943580066793 0.8918884663778684 1.1943643263065218 124.863317778845 2.1017462472307153 0.000533551308684932 17.597954058232308 18.606813772741553 17.928808998945954 0.30999999999999994 """""" """""" """""" """""" 0 False True all False False 0 0.8918884663778684 1.1943643263065218 124.863317778845 2.1017462472307153 0.000533551308684932 17.597954058232308 18.606813772741553 17.928808998945954 0.30999999999999994 False False 0.3 0.7 1.5 0.02 8 3 13.065104200039059 1.1943643263065218 0.8918884663778684 0.6780047737955996 1.3391409030739756 -0.1774707246380629 -1.0394240019471397 False 0.1 Inputed -19.315509097577834 -19.49945760109131 """""" """""" """"""
-0.0030467939757117457 0.2053337356079487 -3.0426809464893765 17.991594633947845 5087.732949198954 159.50033029037502 156 72 72 74.93037029961124 77 True True 2021V 168.283 5.072019444444444 SNIIP 0.02706 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 168.283 5.072019444444444 TNS 2021V ZTF21aaagypx 2021V SNIIP 0.02706 0.07691177744642275 0.48823141050242214 0.17005986420787877 0.2694552271407211 0.48823141050242214 0.7359002071724348 524.6081115430775 524.6081115430775 -449.67774124346624 -449.67774124346624 59224.45549769979 59216.40618060017 17.867834769797742 17.867834769797742 17.947816231796068 2.398959616840289 6.434498697481789 3.026018282733883 168.28293653926 5.07285762485233 0.0010883914144381723 13.751938460605146 14.488280725388528 13.979385711698532 1.0 """""" """""" """""" """""" 0 False True all False False 0 6.434498697481789 3.026018282733883 168.28293653926 5.07285762485233 0.0010883914144381723 13.751938460605146 14.488280725388528 13.979385711698532 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.049317099619657 3.026018282733883 6.434498697481789 0.5088950136899957 0.4702803473902556 -3.3795540444092147 -3.9684305200975363 False 0.02706 Inputed -17.461426552775563 -17.54140801477389 """""" """""" """"""
-0.15072309995194016 0.36639310602434494 -9.609160788435553 16.88971760291482 6702.787291169703 205.05774124394114 22 12 12 42.88995370035991 63 True False 2018lla 89.570858333333 5.8046753055555 SNIa 0.03829 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 89.570858333333 5.8046753055555 TNS 2018lla ZTF18adatosi 2018lla SNIa 0.03829 -0.2357925768238225 0.0030417505622253316 -0.18081977932988735 -0.12277387128611394 0.0030417505622253316 0.1426878237537359 8.994998345836663 8.994998345836663 33.89495535452325 33.89495535452325 58492.260289399885 58480.31767359981 16.278185688173714 16.278185688173714 16.63844105719305 1.5069116134462675 5.195967584896136 16.43993089431196 89.5676054 5.80789726 0.002115673902366222 13.611193032073974 14.162256003189086 13.872448315238953 0.2 """""" """""" """""" """""" 7 False True all False False 0 1.6019148076896879 3.922550451982254 89.57044459 5.80366645 0.00223314885752135 17.223878033447267 19.482362951660157 18.215455236244203 0.0 False False 0.3 0.7 1.5 0.02 8 3 11.942615800071508 16.43993089431196 5.195967584896136 0.2898076879501321 3.1639787249828624 -2.1159296849846285 -2.7659927419540953 False 0.03829 Inputed -19.530591343777324 -19.89084671279666 """""" """""" """"""
-0.13212615501037672 0.3590579852940703 -5.587692176095846 19.094521953524048 5545.09334515 94.93740522994261 53 37 37 36.918842600192875 37 True True 2019cxc 162.46887374999 16.6101965 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 162.46887374999 16.6101965 TNS 2019cxc ZTF19aaohyqj 2019cxc SNIa 0.1 0.01195960506248639 0.7334984416711556 0.16444709899186094 0.3345242042794929 0.7334984416711556 1.2225507539292764 13.060190272957653 13.060190272957653 23.85865232723522 23.85865232723522 58586.169803199824 58575.27414349979 18.7156585263462 18.7156585263462 18.769333124417187 0.5362071310495814 0.7832549509972369 4.797838279009017 162.4674851794035 16.6102713791714 0.03341415718010321 20.81450167921841 22.011869052234886 21.41728511630535 0.7833333333333333 """""" """""" """""" """""" 0 False True all False False 0 0.7832549509972369 4.797838279009017 162.4674851794035 16.6102713791714 0.03341415718010321 20.81450167921841 22.011869052234886 21.41728511630535 0.7833333333333333 False False 0.3 0.7 1.5 0.02 8 3 10.895659700036049 4.797838279009017 0.7832549509972369 0.5945839359295348 6.125512865128308 3.296210525888686 2.6479519918881635 False 0.1 Inputed -19.51440897405374 -19.568083572124728 """""" """""" """"""
-0.1260284601017955 0.2928146083337567 -2.7158144894037974 17.597672254989227 4836.356871332395 251.65335523136704 10 10 10 10.084930599667132 81 True False 2021dkw 80.58624166666665 51.856008333333335 SNIa 0.038 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 80.58624166666665 51.856008333333335 TNS 2021dkw ZTF21aamcpte 2021dkw SNIa 0.038 0.13921590842865328 0.3986608386022894 0.20017751001172712 0.26368606176091447 0.3986608386022894 0.5448006051263405 17.11465775456513 17.11465775456513 -7.029727154898 -7.029727154898 59275.26938659977 59265.184456000105 17.480076197196997 17.564077820042346 17.480076197196997 0.4759136065906695 2.3335031942298365 2.0068085282433312 80.58693935 51.85636197 0.0010337069760677497 16.20134412460327 17.091311083221434 16.48909366283417 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.3335031942298365 2.0068085282433312 80.58693935 51.85636197 0.0010337069760677497 16.20134412460327 17.091311083221434 16.48909366283417 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.084930599667132 2.0068085282433312 2.3335031942298365 0.6022174203872659 0.8599981920769002 -0.47276673682091186 -0.9909825343628285 False 0.038 Inputed -18.672294453696598 -18.58829283085125 """""" """""" """"""
-0.19389180757181138 0.22643620031882017 -7.103139697323531 19.23645261747795 5666.4386532281615 86.65727269130834 73 56 56 49.78554389998317 44 True True 2020cc 134.2176458333333 53.79446111111111 SNIa 0.08557 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 134.2176458333333 53.79446111111111 TNS 2020cc ZTF20aaayaet 2020cc SNIa 0.08557 0.013965121115781187 0.8227197335366228 0.18217938912278342 0.371694810464259 0.8227197335366228 1.385582930963217 13.575228450751244 13.575228450751244 36.21031544923192 36.21031544923192 58859.51153940009 58846.49358800007 18.617098763998506 18.617098763998506 18.749419934159086 0.9246029992402556 1.4673294534915295 10.964879333290106 134.2126001142325 53.7950888872115 0.012009548150646254 17.32022421144545 18.556985596789122 17.7060919684279 1.0 """""" """""" """""" """""" 3 False True all False False 0 0.7 4.271457173588489 134.21714132 53.79331263 0.16164886330729 23.28609308909774 24.78249120121002 24.019101772475242 0.85 False False 0.3 0.7 1.5 0.02 8 3 13.017951400019228 10.964879333290106 1.4673294534915295 0.8508936283612236 7.472677187252688 -0.06011316720938353 -1.0433279657311871 False 0.08557 Inputed -19.1892977308019 -19.32161890096248 """""" """""" """"""
-0.1182194661619787 0.3296324994039119 -28.26372941400866 16.215178233030404 3961.614019487143 232.78060104453203 13 11 11 40.97844909969717 277 True True 2020aaxs 209.6414083333333 37.4532 SNIb 0.0115 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 209.6414083333333 37.4532 TNS 2020aaxs ZTF20acqvwzm 2020aaxs SNIb 0.0115 0.68683882159322 1.0699458083316529 0.7767861682738584 0.8705302221294602 1.0699458083316529 1.286218019158472 -16.829702890614385 -16.829702890614385 57.80815199031156 57.80815199031156 59180.55432870006 59178.50773150008 16.637331689995385 17.010037705307866 16.637331689995385 11.67256374463565 3.0596922703585365 3.7206075711744315 209.6401802156935 37.45354295752985 0.000288236922380225 13.61624564397782 14.090334299395682 14.10426371793896 0.16499999999999998 """""" """""" """""" """""" 3 False True all False False 0 1.7701551101058857 1.0483672385171008 209.64109761 37.45304521 0.001788159132151912 17.76299151711762 14.374020065295696 17.70545092893243 1.0 False False 0.3 0.7 1.5 0.02 8 3 2.0465971999801695 3.7206075711744315 3.0596922703585365 -0.01392941854327745 1.2160071152313787 -2.919703405912184 -2.5330679720564255 False 0.0115 Inputed -16.905166626076955 -16.532460610764474 """""" """""" """"""
-0.1559348698614948 0.32910964024948836 -7.381263835849013 19.067135040054115 5523.809536735582 143.93598118871353 18 18 18 24.040972199756652 48 True True 2020uvi 127.57437499999997 -2.0142055555555554 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 127.57437499999997 -2.0142055555555554 TNS 2020uvi ZTF20acgrwej 2020uvi SNIa 0.09 0.0068658129180221295 0.4461807333488217 0.10515136107336787 0.21085804641861472 0.4461807333488217 0.7163654000278754 3.763365161829216 3.763365161829216 20.277607037927435 20.277607037927435 59130.501643499825 59126.48412040016 18.764364114076123 18.764364114076123 18.80490780292292 1.6131491703369412 1.2820925733761497 1.8328903133949115 127.574086772366 -2.01378573761494 0.014215610074336804 20.916070155955552 21.443800376764536 21.489514706122876 0.5357142857142857 """""" """""" """""" """""" 0 False True all False False 0 1.2820925733761497 1.8328903133949115 127.574086772366 -2.01378573761494 0.014215610074336804 20.916070155955552 21.443800376764536 21.489514706122876 0.5357142857142857 False False 0.3 0.7 1.5 0.02 8 3 4.017523099668324 1.8328903133949115 1.2820925733761497 -0.04571432935833997 1.4296084007166032 2.6794362626884123 2.684606903199956 False 0.09 Inputed -19.245476842256316 -19.286020531103112 """""" """""" """"""
-0.22642578346225248 0.16978316054837117 -12.565927802643325 18.211813134061313 5357.593841922575 171.2060166817974 25 24 24 74.01318289991468 57 True True 2018iqo 204.45341708333 41.364481 SNIa 0.055 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 204.45341708333 41.364481 TNS 2018iqo ZTF18acnbgpw 2018iqo SNIa 0.055 0.08070848693875021 0.461492138994938 0.16753115016676645 0.2597690479923216 0.461492138994938 0.6880083474909853 8.255702262582453 8.255702262582453 65.75748063733224 65.75748063733224 58450.50789349992 58437.5176736 17.59219206374567 17.59219206374567 17.756776994227433 4.557086157018447 0.6139953722070447 0.7056499666268427 204.453505542236 41.36466542827145 0.0008040697534293928 19.232539947115036 19.80951372818619 19.46144060801476 0.93 """""" """""" """""" """""" 0 False True all False False 0 0.6139953722070447 0.7056499666268427 204.453505542236 41.36466542827145 0.0008040697534293928 19.232539947115036 19.80951372818619 19.46144060801476 0.93 False False 0.3 0.7 1.5 0.02 8 3 12.990219899918884 0.7056499666268427 0.6139953722070447 0.3480731201714278 1.14927570885484 2.2173216644405187 1.7046636137873286 False 0.055 Inputed -19.207268912457486 -19.37185384293925 """""" """""" """"""
-0.04324931293955943 0.20889414042590337 -15.954983979956042 18.462765636959496 4975.561636680708 177.90361903695134 78 54 54 74.9344213004224 114 True False 2019fem 296.1921375 44.713631805555 SNIIP 0.041 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 296.1921375 44.713631805555 TNS 2019fem ZTF19aauqwna 2019fem SNIIP 0.041 0.2171475885583405 0.6167092008422408 0.3087512753546875 0.4057196525913618 0.6167092008422408 0.8521649687993325 31.22945329242257 31.22945329242257 43.70496800799983 43.70496800799983 58627.4064468001 58616.429004599806 18.036189973166547 18.184731324582437 18.036189973166547 1.7050557374254027 2.835540706229389 2.502241236894873 296.19285898 44.7131625 0.0013338939157875318 16.013353475522994 16.468939001750947 16.14276303768158 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.835540706229389 2.502241236894873 296.19285898 44.7131625 0.0013338939157875318 16.013353475522994 16.468939001750947 16.14276303768158 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.977442200295627 2.502241236894873 2.835540706229389 0.32617596406936755 0.8824564681429924 -1.71579232283149 -1.8934269354849675 False 0.041 Inputed -18.282758420502482 -18.134217069086592 """""" """""" """"""
-0.15142409896304157 0.3668856619549833 -8.705556258966588 19.105958208448868 5187.058326675445 159.70488912990947 41 15 15 27.9287153002806 71 True False 2019onc 315.46789916666 -13.75111197222 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 315.46789916666 -13.75111197222 TNS 2019onc ZTF19abotfag 2019onc SNIa 0.1 0.10025146175913946 0.5177488603013565 0.19484994087629914 0.2957565957258268 0.5177488603013565 0.7689153923780445 9.914088790645149 9.914088790645149 18.014626509635452 18.014626509635452 58716.367858800106 58704.37004629988 18.843876041554164 18.942637916245598 18.843876041554164 0.43231522979360143 2.047106050653464 8.472247945080987 315.46957945 -13.74941649 0.0021885825668452874 15.56688245602846 16.737093697977066 16.012249839234354 0.96 """""" """""" """""" """""" 0 False True all False False 0 2.047106050653464 8.472247945080987 315.46957945 -13.74941649 0.0021885825668452874 15.56688245602846 16.737093697977066 16.012249839234354 0.96 False False 0.3 0.7 1.5 0.02 8 3 11.997812500223517 8.472247945080987 2.047106050653464 0.7248438587427124 4.138646330695242 -2.205544218268532 -2.8316262023198107 False 0.1 Inputed -19.439866056916763 -19.34110418222533 """""" """""" """"""
-0.03413086602835218 0.499551566660224 -23.38180387020325 19.12021847383644 7727.774602781426 239.93480754384908 30 19 19 72.80423610005528 45 True False 2018lni 62.4068842 73.8949048 TDE 0.138 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 62.4068842 73.8949048 TNS 2018lni ZTF18actaqdw 2018lni TDE 0.138 -0.33127946862389024 -0.14997963298315398 -0.2891250513612995 -0.24490779817722697 -0.14997963298315398 -0.04587536126393843 33.76390220391983 33.76390220391983 39.04033389613545 39.04033389613545 58487.1813194002 58450.37041669991 18.521328020661763 18.521328020661763 18.832204578631945 0.4552294296177635 1.0473587146514605 0.0788169775403618 62.40683611 73.89488744 0.0014013714709988356 18.93203695883751 19.85158714981079 19.329927460575103 0.29000000000000004 """""" """""" """""" """""" 0 False True all False False 0 1.0473587146514605 0.0788169775403618 62.40683611 73.89488744 0.0014013714709988356 18.93203695883751 19.85158714981079 19.329927460575103 0.29000000000000004 False False 0.3 0.7 1.5 0.02 8 3 36.81090270029381 0.0788169775403618 1.0473587146514605 0.5216596892356868 0.07525308801826361 1.3302591291490273 0.49772288194315806 False 0.138 Inputed -20.167262138914815 -20.478138696884997 """""" """""" """"""
-0.18469276234496657 0.2431244660524972 -12.602427840101377 18.34340982336568 5453.8331177299515 176.42569524805782 80 39 39 50.95061339996755 65 True False 2021aub 118.51660833333332 -6.321458333333333 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 118.51660833333332 -6.321458333333333 TNS 2021aub ZTF21aafkgvj 2021aub SNIa 0.06 0.05250804432496281 0.4133154738810134 0.13496074296604021 0.22242957760242632 0.4133154738810134 0.6270715195735335 13.12656271480034 13.12656271480034 37.82405068516721 37.82405068516721 59248.3495139 59230.27746530017 17.998484392515717 17.998484392515717 18.006920963885037 1.0515312391899339 2.845560284696631 1.3847962532126858 118.51628707 -6.32167283 0.0019860269459266444 16.68672702999115 17.26849969959259 16.858366330337525 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.845560284696631 1.3847962532126858 118.51628707 -6.32167283 0.0019860269459266444 16.68672702999115 17.26849969959259 16.858366330337525 1.0 False False 0.3 0.7 1.5 0.02 8 3 18.07204859983176 1.3847962532126858 2.845560284696631 0.41013336925506394 0.4866515254166618 -0.7299846929231286 -1.148554633547512 False 0.06 Inputed -19.148580017312764 -19.157016588682083 """""" """""" """"""
-0.13438207505500485 0.37940072177579376 -5.550650215257858 19.17896579198438 5743.460991931483 114.07762994941064 34 21 21 40.9308679997921 36 True True 2021vux 350.0133666666666 0.3389555555555555 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 350.0133666666666 0.3389555555555555 TNS 2021vux ZTF21abrxdrk 2021vux SNIa 0.1 -0.04861958689846446 0.5035255515790951 0.07118888950910218 0.20260123201254387 0.5035255515790951 0.8613453413625187 15.568181108360132 15.568181108360132 25.362686891431967 25.362686891431967 59442.33300929982 59428.4261690001 18.87294947687181 18.87294947687181 18.8910951950213 0.730473910834175 1.0256095299179873 2.6214945324697414 350.012674531 0.3387292153020105 0.04701657441241147 22.36883877732754 22.514150075187683 22.122605722191334 0.75 """""" """""" """""" """""" 0 False True all False False 0 1.0256095299179873 2.6214945324697414 350.012674531 0.3387292153020105 0.04701657441241147 22.36883877732754 22.514150075187683 22.122605722191334 0.75 False False 0.3 0.7 1.5 0.02 8 3 13.906840299721807 2.6214945324697414 1.0256095299179873 0.39154435299634827 2.5560356607444636 3.641200598315873 3.231510527170034 False 0.1 Inputed -19.392646903449627 -19.410792621599118 """""" """""" """"""
-0.16464099264551194 0.3087475260970648 -7.795356016952471 18.495110805559463 6258.271156792357 134.5062212151899 24 19 19 53.999282400123775 49 True True 2018kfd 206.95280416666 35.058828694444 SNIa 0.076 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 206.95280416666 35.058828694444 TNS 2018kfd ZTF18acwyowc 2018kfd SNIa 0.076 -0.14434809909502988 0.2756867894262278 -0.051480534868087346 0.049166713982934596 0.2756867894262278 0.5392142316402122 13.346667044191483 13.346667044191483 40.65261535593229 40.65261535593229 58482.53666670015 58468.53278939985 17.946901621419446 17.946901621419446 18.209425860181515 2.1494143618402557 1.2413384512833934 7.4813859323058445 206.950641711986 35.0577399116532 0.00285402416509839 16.38279648040563 17.20255281287849 16.735778253099916 0.8099999999999999 """""" """""" """""" """""" 3 False True all False False 0 0.7 2.576047768157024 206.95204113 35.05917787 0.05090061150917258 22.81 21.72745820826292 25.36317490155697 0.5 False False 0.3 0.7 1.5 0.02 8 3 14.00387730030343 7.4813859323058445 1.2413384512833934 0.4667745597785746 6.026870370905693 -0.7443488085409555 -1.473647607081599 False 0.076 Inputed -19.46721742425118 -19.72974166301325 """""" """""" """"""
-0.12440031007334462 0.23650007110129412 -10.923669340911328 17.92840071858935 5191.463576369803 156.3212836855401 34 25 25 74.95449070027098 53 True False 2020bzg 271.99999166666663 32.87804722222222 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 271.99999166666663 32.87804722222222 TNS 2020bzg ZTF20aamhocj 2020bzg SNIa 0.07 0.12164259653756204 0.5557176691607175 0.2198252333830517 0.3246725988473287 0.5557176691607175 0.8176922584081616 6.7328929491332765 6.7328929491332765 68.22159775113771 68.22159775113771 58892.55123839993 58886.48473379994 17.475577915549156 17.475577915549156 17.574934018877276 3.8597652864179 1.2403697744049822 1.7568634672519519 271.99942507 32.8779389 0.0037862537465168655 19.263366641294954 19.75956752061844 19.583714384818077 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.2403697744049822 1.7568634672519519 271.99942507 32.8779389 0.0037862537465168655 19.263366641294954 19.75956752061844 19.583714384818077 0.99 False False 0.3 0.7 1.5 0.02 8 3 6.066504599992186 1.7568634672519519 1.2403697744049822 0.175853135800363 1.416402998125891 2.2839896050692836 2.008780365940801 False 0.07 Inputed -19.92023193271352 -20.01958803604164 """""" """""" """"""
-0.15848858295353846 0.308311234016387 -3.752327524435976 18.01895415101144 5793.5510814545505 66.57764899989368 28 16 16 27.02546299993992 71 True True 2019drf 168.79219166666 61.110272111111 SNIa 0.0566 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 168.79219166666 61.110272111111 TNS 2019drf ZTF19aaqhelq 2019drf SNIa 0.0566 -0.0498964056396467 1.0311272899709394 0.1622159624583972 0.410072495067066 1.0311272899709394 1.8566148434405534 9.772440105511022 9.772440105511022 17.253022894428895 17.253022894428895 58597.27810190013 58591.17750000022 17.65989677390153 17.65989677390153 17.796157771653583 2.5778639047174488 4.413714759768035 0.2054609320180352 168.7922083613365 61.110215611432096 0.0005682624213381171 13.958631488731207 15.150001277291775 14.337594885215463 0.985 """""" """""" """""" """""" 0 False True all False False 0 4.413714759768035 0.2054609320180352 168.7922083613365 61.110215611432096 0.0005682624213381171 13.958631488731207 15.150001277291775 14.337594885215463 0.985 False False 0.3 0.7 1.5 0.02 8 3 6.100601899903268 0.2054609320180352 4.413714759768035 0.812406392076312 0.0465505686708294 -2.5098954966097544 -3.45856288643812 False 0.0566 Inputed -19.23096419107347 -19.367225188825522 """""" """""" """"""
-0.13109698639370132 0.31693985909252453 -13.196800311063207 18.585247343019887 5486.4785663795765 139.6253445186167 14 10 10 31.956828699912876 47 True True 2020gde 116.75823333333332 51.718383333333335 SNIa 0.0675 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 116.75823333333332 51.718383333333335 TNS 2020gde ZTF20aaurwih 2020gde SNIa 0.0675 0.07689047349303024 0.5556463429899736 0.18379702649009388 0.29891223441791936 0.5556463429899736 0.8511581023242165 -4.431966933398266 -4.431966933398266 36.38879563331114 36.38879563331114 58955.20600689994 58955.20600689994 18.35196893188481 18.66594567691256 18.35196893188481 3.1974231070870913 2.418059149010427 4.800733397353754 116.759364350369 51.7195179516657 0.0010339805668048152 15.428698619660139 16.31308124672651 15.76335523406744 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.418059149010427 4.800733397353754 116.759364350369 51.7195179516657 0.0010339805668048152 15.428698619660139 16.31308124672651 15.76335523406744 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 0.0 4.800733397353754 2.418059149010427 0.5497260126590717 1.985366404009769 -2.352864430186049 -2.588613697817369 False 0.0675 Inputed -19.0630045234309 -18.74902777840315 """""" """""" """"""
-0.09138549243607703 0.37784011113440624 -7.445813515202182 18.73045676335204 4632.037173801893 158.86860723825814 30 17 17 46.89569450030103 65 True True 2019obw 11.130954999999 -1.522330055555 SNIa 0.086 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 11.130954999999 -1.522330055555 TNS 2019obw ZTF19abqxhhr 2019obw SNIa 0.086 0.2633051513292486 0.7301017679261363 0.36928544953697795 0.48217879393840946 0.7301017679261363 1.010091289013065 12.269951554406255 12.269951554406255 34.62574294589478 34.62574294589478 58725.483298600186 58716.41784719983 18.44766310077849 18.69887767890776 18.44766310077849 1.4127049298499676 3.3104030681176417 2.392812225869629 11.1305293853258 -1.521819402786315 0.0013942190050366676 15.736596706840992 16.65562078409195 16.082729180631638 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.3104030681176417 2.392812225869629 11.1305293853258 -1.521819402786315 0.0013942190050366676 15.736596706840992 16.65562078409195 16.082729180631638 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.065451400354505 2.392812225869629 3.3104030681176417 0.5728916034603131 0.7228159763730003 -2.0432568948158085 -2.3649339201468536 False 0.086 Inputed -19.50214033887207 -19.250925760742803 """""" """""" """"""
-0.005646063086116596 0.3301979076051965 -17.247385424792334 18.997797513754257 3921.284172943233 289.61896219962125 40 25 25 71.90998839959502 81 True True 2019xbm 196.80833249999 58.134258527777 SNIIb 0.026 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 196.80833249999 58.134258527777 TNS 2019xbm ZTF19acyjjni 2019xbm SNIIb 0.026 0.5835730543605493 0.8717803873290961 0.6520517872267071 0.7228690458511409 0.8717803873290961 1.0308525624721234 195.02378447322417 195.02378447322417 -123.11379607362915 -123.11379607362915 58852.57429399993 58836.55723380018 18.824553858481252 19.210466583966568 18.824553858481252 0.9460939289429144 4.477788488935992 4.236418721785115 196.80661093381252 58.13500605395375 0.0005643477534554853 13.646547231321037 15.426756963746548 13.970388700894713 0.9 """""" """""" """""" """""" 0 False True all False False 0 4.477788488935992 4.236418721785115 196.80661093381252 58.13500605395375 0.0005643477534554853 13.646547231321037 15.426756963746548 13.970388700894713 0.9 False False 0.3 0.7 1.5 0.02 8 3 16.01706019975245 4.236418721785115 4.477788488935992 1.4563682628518357 0.946096210719361 -3.7837096202200193 -4.854165157586539 False 0.026 Inputed -16.49734156772608 -16.111428842240766 """""" """""" """"""
-0.13691255914737224 0.33869705285436824 -7.285046330670324 17.798368375736885 5726.889438690464 176.0894854764234 25 9 9 17.971307899802923 48 True False 2021sfj 207.33076666666665 -10.28785 SNIa 0.051 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 207.33076666666665 -10.28785 TNS 2021sfj ZTF21abjtncs 2021sfj SNIa 0.051 -0.05433628960754788 0.27884565331515887 0.02163758856655562 0.10234930796611152 0.27884565331515887 0.47695627754263015 16.566971082113014 16.566971082113014 1.4043368176899103 1.4043368176899103 59415.18402779987 59399.23960650014 17.574913677817488 17.62299758712667 17.574913677817488 0.9360709496312165 3.41694871562406 6.006926278278882 207.33013066 -10.2863032 0.0028815947777579565 16.0178358453393 16.721511130905153 16.293368103170394 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.41694871562406 6.006926278278882 207.33013066 -10.2863032 0.0028815947777579565 16.0178358453393 16.721511130905153 16.293368103170394 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.944421299733222 6.006926278278882 3.41694871562406 0.4281430277347589 1.7579796415474724 -0.9014864562215159 -1.2815455746470938 False 0.051 Inputed -19.223137123280978 -19.175053213971797 """""" """""" """"""
-0.2086166395381309 0.1365221366436976 -11.823885256807001 18.72257143374206 5365.000501117531 149.90916626873567 55 34 34 74.80658560013399 80 True True 2020adhz 185.84952916666663 42.694855555555556 SNIa 0.078 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 185.84952916666663 42.694855555555556 TNS 2020adhz ZTF20acyybvq 2020adhz SNIa 0.078 0.08662494815284205 0.530991917212571 0.18664180490461035 0.29378950493120115 0.530991917212571 0.8014913486050865 13.642878558714793 13.642878558714793 61.163707041419194 61.163707041419194 59219.42760419985 59203.505949100014 18.152782507850816 18.152782507850816 18.204807623800253 2.659131804255213 2.918353876367087 9.657733219971414 185.8493184484885 42.6921773262138 0.003827331817658486 15.825293841354846 17.18640273750782 16.28542927154362 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 3.9253260100796896 185.848508623399 42.6940641741603 0.035468236810248244 21.398433549326658 23.96623858738661 22.591563607239724 0.05 False False 0.3 0.7 1.5 0.02 8 3 15.921655099838972 9.657733219971414 2.918353876367087 0.9009734659641992 3.309308476322907 -0.9663797703429964 -1.9193783522566328 False 0.078 Inputed -19.52919751051092 -19.581222626460356 """""" """""" """"""
-0.10449431948660622 0.7429298656134773 -2.2623967022182354 18.328633318224107 7510.445245854535 199.93689982378766 87 50 50 42.94393520010635 62 True False 2021sdu 17.84968333333333 50.57490833333333 TDE 0.059 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 17.84968333333333 50.57490833333333 TNS 2021sdu ZTF21abjrysr 2021sdu TDE 0.059 -0.3862901316291669 -0.17852388057087154 -0.3387431700168335 -0.288353355918062 -0.17852388057087154 -0.05574081323320712 14.587826308504056 14.587826308504056 28.356108891602297 28.356108891602297 59414.41381940013 59400.407326399814 17.797331776427953 17.797331776427953 18.164645664683906 0.8144729611221967 2.560862864318047 0.15684635644102932 17.84961484 50.57491081 0.0008888805225973906 15.979928797197342 16.69811798467636 16.295232840633393 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.560862864318047 0.15684635644102932 17.84961484 50.57491081 0.0008888805225973906 15.979928797197342 16.69811798467636 16.295232840633393 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.00649300031364 0.15684635644102932 2.560862864318047 0.40288514404296905 0.06124746413658398 -1.0992137917515912 -1.8694128240505137 False 0.059 Inputed -18.953859180429156 -19.32117306868511 """""" """""" """"""
-0.15418653148041245 0.5374290579392986 -6.475682352172872 17.909282212972407 5247.124355092258 112.43959108004556 38 19 19 27.927013900130987 59 True True 2020adka 118.36710833333332 28.26254722222222 SNIa 0.058596 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 118.36710833333332 28.26254722222222 TNS 2020adka ZTF20acywefl 2020adka SNIa 0.058596 0.08797944914701006 0.709293508082034 0.22302322251774598 0.3709711198627019 0.709293508082034 1.111191673659448 11.416521918941378 11.416521918941378 16.51049198118961 16.51049198118961 59218.32172450004 59204.4568403 17.816839594668966 17.816839594668966 17.84855899258103 0.8927564821601476 1.2401666269863019 0.48656569231742025 118.3670671372575 28.2624170267887 0.00016653233350227836 15.635440145187378 16.776859298188686 16.00427617298603 0.755 """""" """""" """""" """""" 0 False True all False False 0 1.2401666269863019 0.48656569231742025 118.3670671372575 28.2624170267887 0.00016653233350227836 15.635440145187378 16.776859298188686 16.00427617298603 0.755 False False 0.3 0.7 1.5 0.02 8 3 13.864884200040251 0.48656569231742025 1.2401666269863019 0.7725831252026545 0.39233896617570774 -1.0399802964802802 -1.8442828195949978 False 0.058596 Inputed -19.25482331393084 -19.286542711842902 """""" """""" """"""
-0.14330591562973463 0.23336174987639174 -7.992286804671716 18.446129117448443 5458.668586281591 144.24811709752566 44 34 34 73.97734950017184 65 True True 2021dgt 138.293725 7.243830555555555 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 138.293725 7.243830555555555 TNS 2021dgt ZTF21aalezap 2021dgt SNIa 0.1 0.028846655340899474 0.47431418320655894 0.12858068220335284 0.23579430288587844 0.47431418320655894 0.7479614298530919 14.15432219317484 14.15432219317484 59.823027306997 59.823027306997 59274.22361110011 59262.23126159981 17.992701857278032 17.992701857278032 18.0327158361697 1.4882624066596288 0.7 0.156000087292255 138.29369237397498 7.243801741559659 0.01221445890902162 22.834862744867802 22.895768355169295 22.510105723074673 0.625 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.156000087292255 138.29369237397498 7.243801741559659 0.01221445890902162 22.834862744867802 22.895768355169295 22.510105723074673 0.625 False False 0.3 0.7 1.5 0.02 8 3 11.992349500302225 0.156000087292255 0.7 0.3856626320946219 0.2228572675603643 4.903066497891263 4.477389886904973 False 0.1 Inputed -20.251026262301227 -20.291040241192896 """""" """""" """"""
-0.20729060194386661 0.12802500247842455 -18.540380418558108 18.286342295159297 3951.4004717863345 178.2631367184888 26 20 20 64.98940970003605 95 True False 2019fkf 320.47859416666 30.150887888888 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 320.47859416666 30.150887888888 TNS 2019fkf ZTF19aatvvvu 2019fkf SNIa 0.04 0.6566445561804386 1.1627511036021545 0.7731707748106551 0.8961628853750128 1.1627511036021545 1.4589906632314396 12.369543701153965 12.369543701153965 52.619865998882084 52.619865998882084 58628.482789400034 58607.48903940013 17.96554634312263 18.17052829151536 17.96554634312263 1.6733256307846043 1.498321175572525 1.9902347675560803 320.47827783 30.15040746 0.002396536962742224 18.217334346866608 18.61826437549591 18.35427393374443 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.498321175572525 1.9902347675560803 320.47827783 30.15040746 0.002396536962742224 18.217334346866608 18.61826437549591 18.35427393374443 1.0 False False 0.3 0.7 1.5 0.02 8 3 20.993749999906868 1.9902347675560803 1.498321175572525 0.26399044175148134 1.328309844380054 0.4477360839805513 0.3887275906218015 False 0.04 Inputed -18.29925854435879 -18.094276595966058 """""" """""" """"""
-0.09046890037317852 0.29600534754278657 -4.328293567026013 18.510486192243558 4013.586193778187 147.50672227907333 38 18 18 39.91444450011477 39 True False 2020aauc 56.82558333333333 -8.451738888888888 SNIc 0.033 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 56.82558333333333 -8.451738888888888 TNS 2020aauc ZTF20actekrw 2020aauc SNIc 0.033 0.48198766754427425 1.0560386342325998 0.6116910105944058 0.7502692583601629 1.0560386342325998 1.4036202149651693 21.110078733408304 21.110078733408304 18.804365766706464 18.804365766706464 59188.27936339984 59176.29730319977 18.236317896535073 18.57024194824695 18.236317896535073 1.044752161200808 4.474484476831042 7.084005294906473 56.82381961 -8.4508286 0.0012226297921000828 14.29183441362381 15.204644868087769 14.64546869366169 0.99 """""" """""" """""" """""" 0 False True all False False 0 4.474484476831042 7.084005294906473 56.82381961 -8.4508286 0.0012226297921000828 14.29183441362381 15.204644868087769 14.64546869366169 0.99 False False 0.3 0.7 1.5 0.02 8 3 11.9820602000691 7.084005294906473 4.474484476831042 0.5591761744260797 1.5832003287948757 -3.36559708015918 -3.5908492028733843 False 0.033 Inputed -17.607050917378405 -17.27312686566653 """""" """""" """"""
-0.14536314617850812 0.275195994668538 -29.570917388382085 16.71136501874544 3301.796011112293 305.28786933607466 6 6 6 46.00865740003064 61 True True 2018kfs 230.37020791666 15.139061 SNIa 0.02242 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 230.37020791666 15.139061 TNS 2018kfs ZTF18acusueb 2018kfs SNIa 0.02242 1.0358416094591476 1.3683535264431974 1.1151719435043432 1.196988728754441 1.3683535264431974 1.5504997340617876 -20.694721728024298 -20.694721728024298 66.70337912805493 66.70337912805493 58476.537118100096 58476.537118100096 16.958044353706125 18.92254049761265 16.958044353706125 17.31441343315001 2.963484068991213 5.718146568403965 230.370834049316 15.1375921136625 0.00032853003080257626 13.42069395125866 14.490723682024479 13.770040259242059 0.7550000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.963484068991213 5.718146568403965 230.370834049316 15.1375921136625 0.00032853003080257626 13.42069395125866 14.490723682024479 13.770040259242059 0.7550000000000001 False False 0.3 0.7 1.5 0.02 8 3 0.0 5.718146568403965 2.963484068991213 0.7206834227824199 1.9295351131583625 -4.4318168155881725 -3.188004094464066 False 0.02242 Inputed -18.04020880948435 -16.075712665577825 """""" """""" """"""
-0.22275185632685712 0.13729732563599914 -11.86929813355798 18.71782076262628 5958.974898983055 106.15640198794677 93 69 69 74.83689819974825 37 True True 2019fju 248.01653083333 42.511711611111 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 248.01653083333 42.511711611111 TNS 2019fju ZTF19aaurhox 2019fju SNIa 0.07 -0.01382439328294538 0.6043129562645966 0.1190439530751064 0.2656570360408388 0.6043129562645966 1.0114447183451283 13.025206592947539 13.025206592947539 61.81169160680071 61.81169160680071 58632.350544000044 58616.37002310017 18.06175747433376 18.06175747433376 18.12876622239154 2.206900713635985 1.2228323642021757 1.035664709891797 248.016140606954 42.5117160001674 0.005233387510442888 20.045677717100084 20.8170319906801 20.314811602964994 0.9500000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.2228323642021757 1.035664709891797 248.016140606954 42.5117160001674 0.005233387510442888 20.045677717100084 20.8170319906801 20.314811602964994 0.9500000000000001 False False 0.3 0.7 1.5 0.02 8 3 15.980520899873227 1.035664709891797 1.2228323642021757 0.5022203877151057 0.8469392373070742 2.75527451634634 2.1860453805734537 False 0.07 Inputed -19.366399729199255 -19.433408477257036 """""" """""" """"""
-0.010088122938285034 0.230835803022295 -6.263364101621223 19.156145458646368 3353.557887285444 328.8387252334795 33 26 26 62.00461799977347 72 True True 2020aatp 200.71417916666664 51.73690277777778 SNII 0.0296950005 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 200.71417916666664 51.73690277777778 TNS 2020aatp ZTF20acrrssy 2020aatp SNII 0.0296950005 0.8227834667862766 1.1041606700349504 0.8901037000970149 0.959406876715839 1.1041606700349504 1.2574567625251092 183.0451416054348 183.0451416054348 -121.04052360566132 -121.04052360566132 59215.47535880003 59171.49107640004 18.82254052707931 19.48991696634004 18.82254052707931 0.7324051363350229 4.26346684390393 9.173064059315724 200.7107685293825 51.738328182918394 0.0017582533877225082 14.525904619528056 15.17980117213726 14.750519446166754 0.9949999999999999 """""" """""" """""" """""" 3 False True all False False 0 2.4473603386301073 3.064178437951919 200.712822919304 51.7367647179273 0.001874175755385843 16.64767982049167 16.91701440422058 16.77359687383771 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 43.98428239999339 9.173064059315724 4.26346684390393 0.4292817259705064 2.151550462373532 -4.31011579420278 -4.072021080912554 False 0.0296950005 Inputed -16.78990319718299 -16.12252675792226 """""" """""" """"""
-0.21293231606234334 0.19378317501067305 -9.023999783823621 17.450518839102745 5735.432387699197 133.6862403084837 65 37 37 72.89736110018566 22 True True 2020adii 164.97279166666664 59.95431111111112 SNIa 0.0450769998 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 164.97279166666664 59.95431111111112 TNS 2020adii ZTF20acywbes 2020adii SNIa 0.0450769998 -0.021941626388851887 0.44605572336187294 0.08180247983022326 0.19404377017453456 0.44605572336187294 0.7384855537921311 11.728869500659288 11.728869500659288 61.16849159952638 61.16849159952638 59216.4525462999 59203.406423599925 16.952061618646564 16.952061618646564 17.05538155077232 6.917050439760161 2.207324811574032 0.18796290075921235 164.972895931528 59.95431022628165 0.0003337508992702354 15.08028976506114 16.19034230548084 15.489892433760762 0.9650000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.207324811574032 0.18796290075921235 164.972895931528 59.95431022628165 0.0003337508992702354 15.08028976506114 16.19034230548084 15.489892433760762 0.9650000000000001 False False 0.3 0.7 1.5 0.02 8 3 13.046122699975967 0.18796290075921235 2.207324811574032 0.7004498717200782 0.08515416479425018 -0.7617193131657238 -1.565489117011559 False 0.0450769998 Inputed -19.471546244199256 -19.574866176325013 """""" """""" """"""
-0.1117219953207099 0.3503480286202074 -5.2944177162283 19.94037830613699 6089.3024891050345 198.51242102083887 32 13 13 29.935358799993992 52 True False 2021sef 254.6962333333333 8.931933333333333 SNIa 0.11 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 254.6962333333333 8.931933333333333 TNS 2021sef ZTF21abjqhuj 2021sef SNIa 0.11 -0.14903079479831405 0.11982048655000455 -0.08720060579886635 -0.02187755654540524 0.11982048655000455 0.2772478869756583 13.028445792489897 13.028445792489897 16.906913007504095 16.906913007504095 59406.22626159992 59397.291238400154 19.481247957988668 19.481247957988668 19.63349342972099 0.33659479295342404 1.6195776922281722 2.58569739235084 254.69588055 8.9313053 0.008400462388773677 19.499218030452727 20.333294741106034 19.773808636426924 0.95 """""" """""" """""" """""" 1 False True all False False 0 0.7 2.174170847361434 254.69681158 8.93212937 0.08321474662680362 23.809930626678465 24.54591792359352 21.521820633220674 0.0 False False 0.3 0.7 1.5 0.02 8 3 8.935023199766874 2.58569739235084 1.6195776922281722 0.5594861046791095 1.5965256898503621 0.8520467831173661 0.14031520670593522 False 0.11 Inputed -18.8616663527087 -19.01391182444102 """""" """""" """"""
-0.1674520229048757 0.05767672415542138 -9.314797756101473 19.827195243937958 5538.956739041923 210.5715799474766 28 17 17 52.98778930027038 60 True True 2020kre 197.62445833333328 -1.3141944444444444 SNIa 0.136 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 197.62445833333328 -1.3141944444444444 TNS 2020kre ZTF20abbbsfs 2020kre SNIa 0.136 -0.0064020735690775155 0.27725406903842753 0.05931017752964607 0.12840554632272472 0.27725406903842753 0.4412033944883227 19.690073440692363 19.690073440692363 33.29771585957802 33.29771585957802 58998.190844899975 58986.22310189996 19.03718820112253 19.03718820112253 19.21415558853377 1.0612838998231298 1.5549680350619506 0.8016745112787065 197.6246797471095 -1.314170125957825 0.001914252375897707 18.21985347019732 18.953998876490594 18.509692420938016 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.5549680350619506 0.8016745112787065 197.6246797471095 -1.314170125957825 0.001914252375897707 18.21985347019732 18.953998876490594 18.509692420938016 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.967743000015616 0.8016745112787065 1.5549680350619506 0.444306455552578 0.5155569074104905 -0.08318932463193462 -0.7044631675957547 False 0.136 Inputed -19.752790534131233 -19.929757921542475 """""" """""" """"""
-0.19909985224463167 0.33671727649348354 -4.654419939322012 18.59184877574707 5448.77822860032 62.02822757731044 25 9 9 18.005162000190467 128 True True 2020ksa 164.8664333333333 46.12456944444445 SNIb 0.022239 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 164.8664333333333 46.12456944444445 TNS 2020ksa ZTF20abaszgh 2020ksa SNIb 0.022239 0.058921912646830776 1.3444362402248018 0.30792551798762346 0.6010960097806404 1.3444362402248018 2.3485190093073385 6.815267654390432 6.815267654390432 11.189894345800035 11.189894345800035 58997.18209489994 58991.179571799934 18.298132732982303 18.298132732982303 18.316542444906055 4.3750327642498625 6.06745248051183 9.998288422581062 164.863962410934 46.122383039436954 0.0008610438159812883 12.986986296080946 14.12547476363659 13.039753123574258 0.99 """""" """""" """""" """""" 10 False True all False False 0 1.0240395035413163 1.0141133289995226 164.8660763931615 46.12443472039245 0.0026310636463974246 19.53441998201847 20.269170616612435 19.70832848326683 0.38 False False 0.3 0.7 1.5 0.02 8 3 6.0025231000036 9.998288422581062 6.06745248051183 1.0857216400623315 1.6478560738126524 -4.172657969345714 -5.276789321331798 False 0.022239 Inputed -16.664009724415987 -16.68241943633974 """""" """""" """"""
-0.17391144459175195 0.24871121387936235 -8.653398352551514 18.533399184457025 5539.8047313628595 201.19283467438513 38 27 27 53.96050920011476 65 True False 2021dgc 131.33842916666666 -16.21085 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 131.33842916666666 -16.21085 TNS 2021dgc ZTF21aalekwo 2021dgc SNIa 0.07 -0.008260099303285529 0.2895980742417201 0.060496014280111865 0.13296043603596885 0.2895980742417201 0.4628729253694104 11.37846613067866 11.37846613067866 42.5820430694361 42.5820430694361 59274.24200229999 59262.21112270001 17.966965963570527 17.966965963570527 18.07907585627132 0.8223537759899532 1.5352163208113372 0.6297244995213395 131.3382486 -16.21082687 0.0029988247692354086 18.875423181986807 19.629209842777254 19.2442133685112 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.5352163208113372 0.6297244995213395 131.3382486 -16.21082687 0.0029988247692354086 18.875423181986807 19.629209842777254 19.2442133685112 0.99 False False 0.3 0.7 1.5 0.02 8 3 12.03087959997356 0.6297244995213395 1.5352163208113372 0.3849964742660532 0.41018616789361656 1.6622438792067271 1.1651375122398804 False 0.07 Inputed -19.416090095319475 -19.52819998802027 """""" """""" """"""
-0.06378584087783741 0.22960384583345367 -15.216971475599866 18.56352014749511 4982.816870029694 262.8182954490917 99 34 34 74.94543980015442 51 True True 2020aaut 182.30227499999998 2.2567694444444446 SNIIn 0.0757 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 182.30227499999998 2.2567694444444446 TNS 2020aaut ZTF20actkulc 2020aaut SNIIn 0.0757 0.165407795650232 0.4173516197465261 0.2247787340127516 0.28651280625570763 0.4173516197465261 0.5585099775706013 25.85051766155261 25.85051766155261 49.0949221386018 49.0949221386018 59194.516099500004 59176.516423599795 18.172997099978776 18.284234214285444 18.172997099978776 0.6719870619359543 2.439396477740777 6.462956887531003 182.3039216223405 2.2560512403513604 0.004557034703651652 16.928885542778968 17.61898991796732 17.261341518677472 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.3229958929885826 2.783805103445927 182.302143871619 2.25600734686863 0.005303050046115421 19.870313946543334 24.00671028178215 21.14285538148284 0.03571428571428571 False False 0.3 0.7 1.5 0.02 8 3 17.999675900209695 6.462956887531003 2.439396477740777 0.3576483992898467 2.649408141113906 -0.6652442963181251 -0.9116555813013036 False 0.0757 Inputed -19.49491368299018 -19.383676568683512 """""" """""" """"""
-0.21958377594652517 0.19840852605756792 -5.619197931772077 16.47295419312079 4967.559429763923 159.57844650378186 100 55 55 69.87177079962566 58 True True 2020wcj 43.209624999999996 -1.2310305555555556 SNIa 0.0237 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 43.209624999999996 -1.2310305555555556 TNS 2020wcj ZTF20acikuon 2020wcj SNIa 0.0237 0.13569475053060742 0.5638045369813334 0.23274883598205776 0.3362381238979886 0.5638045369813334 0.8211470358551516 13.744954687137728 13.744954687137728 56.12681611248794 56.12681611248794 59146.3787153 59134.38043980021 15.947394303335447 15.996340220037075 15.947394303335447 15.077160486159903 0.675601632238155 1.3421017711211272 43.2093402800956 -1.23078981433736 0.01721025484175398 22.495712865202428 23.668937773537635 22.13613474765539 0.5666666666666668 """""" """""" """""" """""" 0 False True all False False 0 0.675601632238155 1.3421017711211272 43.2093402800956 -1.23078981433736 0.01721025484175398 22.495712865202428 23.668937773537635 22.13613474765539 0.5666666666666668 False False 0.3 0.7 1.5 0.02 8 3 11.998275499790907 1.3421017711211272 0.675601632238155 1.5328030258822452 1.986528313549168 7.672597553500561 6.188740444319944 False 0.0237 Inputed -19.172123005042646 -19.123177088341016 """""" """""" """"""
-0.04180188025254848 0.3609515115315989 -4.066825521973373 17.888821973551153 3030.050173834662 187.9788319220046 13 13 13 33.02104170015082 79 True True 2018hug 319.71080499999 2.2616675 SNII 0.019 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 319.71080499999 2.2616675 TNS 2018hug ZTF18acbwtng 2018hug SNII 0.019 1.0613884750161908 1.628590925681415 1.192794265551207 1.330927756390544 1.628590925681415 1.956941478270128 32.25929380243548 32.25929380243548 0.7617478977153382 0.7617478977153382 58435.07399309985 58423.12504629977 17.315513635811776 18.37537758998839 17.315513635811776 13.108496166066415 3.1672137440475354 1.13616822004463 319.71056802299995 2.261876148444535 0.0005249316363585832 14.686757389355899 15.322897673871516 14.836385176672934 0.985 """""" """""" """""" """""" 0 False True all False False 0 3.1672137440475354 1.13616822004463 319.71056802299995 2.261876148444535 0.0005249316363585832 14.686757389355899 15.322897673871516 14.836385176672934 0.985 False False 0.3 0.7 1.5 0.02 8 3 11.948946800082922 1.13616822004463 3.1672137440475354 0.48651249719858214 0.35872798991856664 -3.052479916116873 -2.479128459138842 False 0.019 Inputed -17.32144712451904 -16.261583170342426 """""" """""" """"""
-0.01666612796547412 0.3266682549358916 -10.17415900607189 18.73217056674579 4577.548113728853 249.64384657473144 57 36 36 73.9618056002073 80 True False 2021bkq 275.1451666666666 40.94341111111111 SNII 0.036 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 275.1451666666666 40.94341111111111 TNS 2021bkq ZTF21aagtqpn 2021bkq SNII 0.036 0.2726593404117814 0.557780366781401 0.3397084775270578 0.40952025331742803 0.557780366781401 0.7181704319315543 56.9854614367235 56.9854614367235 16.9763441634838 16.9763441634838 59248.543333299924 59248.51449069986 18.529380207834926 18.933510293672647 18.529380207834926 1.244338814153679 4.931209384762484 12.7016187846821 275.14769381 40.9404439 0.005081674582255169 15.26686832793951 19.9326492174983 18.686509512162207 0.65 """""" """""" """""" """""" 0 False True all False False 0 4.931209384762484 12.7016187846821 275.14769381 40.9404439 0.005081674582255169 15.26686832793951 19.9326492174983 18.686509512162207 0.65 False False 0.3 0.7 1.5 0.02 8 3 0.02884260006248951 12.7016187846821 4.931209384762484 1.2461397053360947 2.575761399207729 0.9991389238256545 0.157129304327281 False 0.036 Inputed -17.504527477703643 -17.100397391865922 """""" """""" """"""
-0.12628418762463492 0.36981990459401826 -5.2311016100592065 18.741287878894827 5696.1328982039295 129.32234702082164 34 19 19 32.93758099991828 45 True False 2021leb 236.65963333333332 -7.1583194444444445 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 236.65963333333332 -7.1583194444444445 TNS 2021leb ZTF21aayqycm 2021leb SNIa 0.09 -0.04853120464406757 0.42785967660958235 0.056573578689182114 0.1706356843668324 0.42785967660958235 0.7279437413038821 8.582403426926989 8.582403426926989 24.355177572991295 24.355177572991295 59344.31410880014 59338.37759259995 18.393888598811905 18.393888598811905 18.43750489745056 0.7358540056427832 2.1751565388917005 3.277695137375094 236.659751 -7.15741649 0.0008918153668683315 15.823493057727813 16.70725453081131 16.19666666021347 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.1751565388917005 3.277695137375094 236.659751 -7.15741649 0.0008918153668683315 15.823493057727813 16.70725453081131 16.19666666021347 1.0 False False 0.3 0.7 1.5 0.02 8 3 5.936516200192273 3.277695137375094 2.1751565388917005 0.5105878705978384 1.506877817191569 -1.686634068000597 -2.2408382372370887 False 0.09 Inputed -19.612879747728677 -19.65649604636733 """""" """""" """"""
-0.0372109425387188 0.39051317257644347 -26.589920729774803 19.746702509916766 5007.996234765191 213.1144903951507 56 44 44 74.68642360018566 103 True True 2019kwr 200.55145791666 49.914639 SLSN-II 0.2022 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 200.55145791666 49.914639 TNS 2019kwr ZTF19aalvdeu 2019kwr SLSN-II 0.2022 0.26307914651907893 0.5998085918939537 0.34142969455922056 0.42357417468463154 0.5998085918939537 0.7929740961045084 46.44450578231897 46.44450578231897 28.24191781786669 28.24191781786669 58589.26362269977 58541.498472199775 19.429018856968263 19.493725218435902 19.429018856968263 0.9852686005922435 0.783747941545909 0.608421175400772 200.5512021094695 49.9146011871898 0.002905024918645749 20.472732264233528 21.094428186258078 20.693637701036334 0.6849999999999999 """""" """""" """""" """""" 0 False True all False False 0 0.783747941545909 0.608421175400772 200.5512021094695 49.9146011871898 0.002905024918645749 20.472732264233528 21.094428186258078 20.693637701036334 0.6849999999999999 False False 0.3 0.7 1.5 0.02 8 3 47.7651504999958 0.608421175400772 0.783747941545909 0.4007904852217443 0.7762969995183496 1.6007029678221762 1.264618844068071 False 0.2022 Inputed -20.424074807595396 -20.359368446127757 """""" """""" """"""
-0.03787017137150717 0.2766821787973007 -28.16449777571938 19.526261919779635 5016.437898266962 231.8815622615909 15 9 9 60.94773150002584 55 True True 2019wdb 348.98482916666666 10.683691666666666 SNIIn 0.1355 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 348.98482916666666 10.683691666666666 TNS 2019wdb ZTF19acyksne 2019wdb SNIIn 0.1355 0.2549617812216809 0.5605212002368418 0.3264687579022265 0.4011588221403315 0.5605212002368418 0.7339595743237126 56.69455251583001 56.69455251583001 4.253178984195831 4.253178984195831 58863.09289349988 58812.16254629986 19.293866958106957 19.582857066609467 19.293866958106957 1.3897936558300406 0.9153904654194567 11.77324188994459 348.9860535273235 10.68673265858105 0.3311275686519821 21.805490015563965 24.531559926567077 22.760152343020437 0.48999999999999994 """""" """""" """""" """""" 1 False True all False False 0 0.7 1.6582460453093126 348.984916644617 10.6832391349268 0.061730271954306026 23.863151553499698 24.891770190992354 24.931614244983198 0.0 False False 0.3 0.7 1.5 0.02 8 3 50.93034720001742 0.0 0.0 0.0 0.0 4.057142933390534 3.9761330418930427 True 0.1355 Inputed -19.66487549861501 -19.3758853901125 """""" """""" """"""
-0.2896650913746886 0.1221324388453524 -5.537225876708876 17.664511027999414 4809.923493946578 86.73842075442047 27 18 18 48.99259260017425 55 True True 2020fob 115.78669999999998 45.36374166666667 SNIa 0.03151 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 115.78669999999998 45.36374166666667 TNS 2020fob ZTF20aatvzmm 2020fob SNIa 0.03151 0.2298852455044944 1.162727757825337 0.4251295496609728 0.644149700048402 1.162727757825337 1.8068555543854252 7.7118917001711 7.7118917001711 41.28070090000315 41.28070090000315 58944.16392360022 58938.17370369984 17.102574512723027 17.269837733118948 17.102574512723027 5.684818876283726 1.6943897303183146 14.254666919324286 115.786620477928 45.359782431209354 0.0026964892330015866 14.676285934244394 15.809078525383473 15.016593094584941 0.885 """""" """""" """""" """""" 4 False True all False False 0 0.7 7.706248513145275 115.78451409 45.36523283 0.5139809903178876 23.678886352086067 23.499102486085892 23.148130514907837 0.95 False False 0.3 0.7 1.5 0.02 8 3 5.990219900384545 14.254666919324286 1.6943897303183146 0.7924854307985321 8.412861966913804 -1.4607592077354745 -2.0859814181380862 False 0.03151 Inputed -18.639669497896367 -18.472406277500447 """""" """""" """"""
-0.13583536359609427 0.24379067502247287 -11.292107638030302 18.63532820854849 3303.8128152537834 312.3013026550149 17 16 16 66.960405100137 45 True True 2019lsk 37.557957916666 -4.284499999999 SNII 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 37.557957916666 -4.284499999999 TNS 2019lsk ZTF19abgrchq 2019lsk SNII 0.03 0.893802341584248 1.2001717462447772 0.9669460888544137 1.0423489529610528 1.2001717462447772 1.3677683618500076 10.128548678520627 10.128548678520627 56.831856421616365 56.831856421616365 58692.48730320018 58681.45750000002 18.0917490901052 19.008681380406383 18.0917490901052 4.495407987122093 2.249426428966082 3.495787202078581 37.55757835516275 -4.28360575227891 0.0017337939501010924 16.580614360570312 17.11479336234927 16.73776428554058 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.249426428966082 3.495787202078581 37.55757835516275 -4.28360575227891 0.0017337939501010924 16.580614360570312 17.11479336234927 16.73776428554058 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.029803200159222 3.495787202078581 2.249426428966082 0.37702907680868947 1.5540793675503188 -1.8938880180571118 -1.3539848045646181 False 0.03 Inputed -17.54304836352013 -16.626116073218945 """""" """""" """"""
-0.2137774953451922 0.1653194221764854 -9.80294170025999 18.088608942000622 6253.381793385362 77.12012260134698 86 68 68 57.90868049999699 66 True False 2020jxq 268.20491666666663 38.22883888888889 SNIa 0.055 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 268.20491666666663 38.22883888888889 TNS 2020jxq ZTF20aazoqmh 2020jxq SNIa 0.055 -0.05719803889751773 0.8307310241928754 0.12282187535992506 0.3289444565586237 0.8307310241928754 1.4742701638976818 11.580648193522485 11.580648193522485 46.328032306474505 46.328032306474505 58996.329120399896 58983.36491899984 17.3892054547716 17.3892054547716 17.595674478260467 3.332556051746038 2.0577455601931245 4.2768820832042955 268.20632155 38.22839905 0.0005906786562465127 15.05502778249979 16.04570704033375 15.394576508045196 0.95 """""" """""" """""" """""" 0 False True all False False 0 2.0577455601931245 4.2768820832042955 268.20632155 38.22839905 0.0005906786562465127 15.05502778249979 16.04570704033375 15.394576508045196 0.95 False False 0.3 0.7 1.5 0.02 8 3 12.964201400056481 4.2768820832042955 2.0577455601931245 0.651130532288553 2.078430961504735 -1.3434984144378497 -2.2010979702152706 False 0.055 Inputed -19.368371428424453 -19.57484045191332 """""" """""" """"""
-0.08724442370035987 0.37241967042781127 -13.967369486611855 17.599967099124918 6610.289179988456 96.52362448840859 10 8 8 41.97406250005588 100 True False 2020stp 302.62929166666663 -16.859683333333336 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 302.62929166666663 -16.859683333333336 TNS 2020stp ZTF20abysqxw 2020stp SNIa 0.05 -0.10526889076058055 0.5398924314011921 0.030895873565071952 0.18291517110506916 0.5398924314011921 0.9776038720410085 -2.6459133707587146 -2.6459133707587146 44.61997587081459 44.61997587081459 59099.16756939981 59099.16756939981 17.210097518038555 17.210097518038555 17.436381149828293 17.608309699297035 2.979656815280191 6.892761489869493 302.62911301 -16.86159034 0.005719266389715982 16.91807126698494 22.831027686405182 21.312057264471054 1.0 """""" """""" """""" """""" 2 False True all False False 0 1.2272946755556713 4.349228557559371 302.62974998 -16.86080902 0.0081392543627693 18.966749918699264 17.09403855781555 16.7616312538147 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 6.892761489869493 2.979656815280191 1.518970421934128 2.3132736141028825 5.620930168366627 3.8756761146427614 False 0.05 Inputed -19.318157481346983 -19.54444111313672 """""" """""" """"""
-0.19529227600643728 0.19350056986838154 -9.505135561380857 17.502016954879622 5476.196238254334 146.4921697896001 73 52 52 73.89402779983357 43 True True 2020svo 40.633470833333334 -0.9631388888888889 SNIa 0.038748 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 40.633470833333334 -0.9631388888888889 TNS 2020svo ZTF20abywzvj 2020svo SNIa 0.038748 0.03757323821542258 0.47804839357683093 0.13637417123995377 0.24245633364794728 0.47804839357683093 0.7477521960164388 9.868261988834417 9.868261988834417 64.02576581099915 64.02576581099915 59113.41608799994 59102.45303239999 16.895976914948093 16.895976914948093 17.051199707080826 9.788882396032783 1.7505987066060507 3.461960040565382 40.6326490144016 -0.963638474717804 0.003742495439255311 17.978662886379958 18.3897345881474 18.0534997138083 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.7505987066060507 3.461960040565382 40.6326490144016 -0.963638474717804 0.003742495439255311 17.978662886379958 18.3897345881474 18.0534997138083 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 10.963055599946529 3.461960040565382 1.7505987066060507 0.3362348743391017 1.9775863123292317 1.4937576731993083 1.0023000067274737 False 0.038748 Inputed -19.143893572756802 -19.299116364889535 """""" """""" """"""
-0.22266950133992214 0.09713125371499974 -28.62571294449537 14.429326635874588 3665.0890785146366 524.2873824631993 178 50 50 73.95025460002944 168 True True 2020qmp 182.18516666666665 36.8048 SNII 0.003 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 182.18516666666665 36.8048 TNS 2020qmp ZTF20abotkfn 2020qmp SNII 0.003 0.7094752548022285 0.8735536234873091 0.7493723637176739 0.790010192685628 0.8735536234873091 0.9601989552990027 -18.15417521695705 -18.15417521695705 92.10442981698648 92.10442981698648 59153.493182899896 59153.493182899896 14.108671524802643 14.685394470629918 14.108671524802643 56.3428743384116 1.0586840897604362 16.184955725823034 182.179789720979 36.8035049399246 0.008449897494864245 15.899029065460562 13.846577417764664 14.230155825108291 0.938888888888889 """""" """""" """""" """""" 41 True True all False False 0 5.737278115172243 2.3711033631381486 182.1847925 36.80421344 0.008279183057517625 16.744666823512315 23.64 20.99490783634186 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 16.184955725823034 1.0586840897604362 -0.38357840734362725 15.287804815774118 -0.8388170528652541 0.12148430030564761 False 0.003 Inputed -16.511108819211582 -15.93438587338431 """""" """""" """"""
-0.044736659361574865 0.2847048136153906 -19.408245496760394 19.48483354105812 5401.882206321088 237.34908663806812 17 11 11 71.74625000031665 49 True True 2020csh 166.46287916666665 -18.621430555555555 SNIIn 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 166.46287916666665 -18.621430555555555 TNS 2020csh ZTF20aaocklb 2020csh SNIIn 0.07 0.08091300453632755 0.3463883714418792 0.14301572687201514 0.20790122530072352 0.3463883714418792 0.4971409375191378 26.52276495192234 26.52276495192234 45.22348504839431 45.22348504839431 58913.27142360015 58895.42258099979 19.139673092033078 19.139673092033078 19.13970907074907 0.7266462654546543 2.516791510764027 6.4533442586503735 166.4647265343915 -18.6210450755788 0.004692476153495773 16.93951733130455 17.82000631202221 17.251898130590916 1.0 """""" """""" """""" """""" 2 False True all False False 0 1.2119074341161753 5.389923029665746 166.46167322475048 -18.6204632971017 0.04974976862352187 20.934103056145908 24.91846474831581 21.429328029129504 0.6375000000000001 False False 0.3 0.7 1.5 0.02 8 3 17.848842600360513 6.4533442586503735 2.516791510764027 0.5681081814312918 2.5641155538908027 -1.31966678001087 -1.887810940158154 False 0.07 Inputed -18.355456880841725 -18.355492859557717 """""" """""" """"""
-0.182993552678307 0.18410837301654864 -6.325382606793623 17.538660872209206 4969.614588837108 55.676744762130326 34 20 20 31.88716429984197 48 True True 2019gcm 215.93016708333 28.347738999999 SNIa 0.0292 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 215.93016708333 28.347738999999 TNS 2019gcm ZTF19aavmgtv 2019gcm SNIa 0.0292 0.25743917518747494 1.9454923048948451 0.5772303592223373 0.9585700564501636 1.9454923048948451 3.3148059116568653 13.86981384880106 13.86981384880106 18.01735045104091 18.01735045104091 58639.27665509982 58628.32894679997 17.13623118105035 17.338114194220136 17.13623118105035 1.9656287319080947 3.8291030189903545 1.6957782501494951 215.929767515864 28.34742558646125 0.00035159087324188043 13.638335366979838 14.650372833942175 13.969886257902385 0.9799999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.8291030189903545 1.6957782501494951 215.929767515864 28.34742558646125 0.00035159087324188043 13.638335366979838 14.650372833942175 13.969886257902385 0.9799999999999999 False False 0.3 0.7 1.5 0.02 8 3 10.947708299849182 1.6957782501494951 3.8291030189903545 0.6804865760397902 0.4428656637701621 -2.687741360277961 -3.166344923147964 False 0.0292 Inputed -18.439443460529255 -18.237560447359467 """""" """""" """"""
-0.131644152200938 0.39781564044248774 -8.147723577667442 19.414010380761184 5668.868012103233 155.28794737168454 21 13 13 25.923518599942327 33 True False 2021uic 354.12574166666667 -12.290430555555556 SNIa 0.123 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 354.12574166666667 -12.290430555555556 TNS 2021uic ZTF21abplnaw 2021uic SNIa 0.123 -0.02640889763282317 0.3662452805331853 0.062088598175847665 0.15681667362271767 0.3662452805331853 0.6045975524011737 11.87711468535565 11.87711468535565 14.046403914586676 14.046403914586676 59429.43571759993 59416.412835599855 19.124100975545332 19.124100975545332 19.212791672499453 0.7237540698430524 1.810150784909625 4.782179828459551 354.12548151 -12.28912672 0.002810387625140187 17.081655071294307 18.174690927147864 17.473504840946198 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.810150784909625 4.782179828459551 354.12548151 -12.28912672 0.002810387625140187 17.081655071294307 18.174690927147864 17.473504840946198 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.022882000077516 4.782179828459551 1.810150784909625 0.7011860862016661 2.641868218010529 -0.9494100483974677 -1.7392868315532546 False 0.123 Inputed -19.530551392531162 -19.619242089485283 """""" """""" """"""
-0.16580709707719574 0.19329228688781494 -10.610810377667903 18.148393470239967 5308.37363711985 116.27164655329221 25 24 24 61.99347219988704 84 True False 2021lia 302.5212083333333 -19.98218888888889 SNIa 0.062 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 302.5212083333333 -19.98218888888889 TNS 2021lia ZTF21aazfkyj 2021lia SNIa 0.062 0.12032112813983176 0.7308214500170074 0.2537265716559105 0.399377218700117 0.7308214500170074 1.122201777193407 14.318266454899023 14.318266454899023 47.67520574498801 47.67520574498801 59354.442314799875 59339.42567129992 17.580204390081384 17.580204390081384 17.707846656693697 2.3673343362850887 2.6228606254286118 1.397045348026893 302.52152247 -19.98244076 0.0028820162747260625 17.377371331882475 18.005758640289308 17.58228337621689 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.6228606254286118 1.397045348026893 302.52152247 -19.98244076 0.0028820162747260625 17.377371331882475 18.005758640289308 17.58228337621689 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.016643499955535 1.397045348026893 2.6228606254286118 0.42347526407241887 0.5326418546538654 0.4255542502079237 -0.12556328047680765 False 0.062 Inputed -19.51985265446331 -19.647494921075623 """""" """""" """"""
-0.13230691920876475 0.45349850171121076 -6.263578068023946 15.430990549621987 5600.873342333043 223.02920383192483 28 8 8 21.02660879958421 58 True True 2020hni 111.59221666666666 36.23370277777778 SNIa 0.015 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 111.59221666666666 36.23370277777778 TNS 2020hni ZTF20aaurwes 2020hni SNIa 0.015 -0.042651999520176176 0.2161429039187368 0.017522144271143958 0.08064270600264223 0.2161429039187368 0.3647187789771138 14.729811415481878 14.729811415481878 6.296797384102332 6.296797384102332 58970.214884299785 58955.19822920021 15.211338798672864 15.211338798672864 15.30873052862688 1.9980366210999052 3.1880627709499665 2.0282414601007694 111.5926082049735 36.23323621880145 0.003945556384682192 17.24112519299507 17.8058671564579 17.336496796264647 0.9625 """""" """""" """""" """""" 1 False True all False False 0 0.7 0.7420929106054472 111.59216006597799 36.23350176021625 0.006966303753987102 21.782739808700086 19.86121001639843 19.873146200487614 0.52 False False 0.3 0.7 1.5 0.02 8 3 15.016655099578202 2.0282414601007694 3.1880627709499665 0.4693703601932526 0.6361987218640622 2.5945283577850358 2.0277662676377677 False 0.015 Inputed -18.812696805017694 -18.910088534971713 """""" """""" """"""
-0.027261432490999334 0.4986622740141984 -17.606501669236977 17.64428520500494 5482.347516186557 142.81788502208406 19 16 16 69.83245370024815 66 True False 2020fca 233.06624999999997 -20.085869444444445 SNII 0.026 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 233.06624999999997 -20.085869444444445 TNS 2020fca ZTF20aauqlwv 2020fca SNII 0.026 0.11998409692065692 0.6005913016952213 0.22766501957149288 0.3433610297187286 0.6005913016952213 0.8955597598928513 7.917696964837493 7.917696964837493 61.91475673541066 61.91475673541066 58944.40046299994 58944.40046299994 17.572346495114232 17.581433109611982 17.572346495114232 2.064119006573831 2.6372441060062624 1.131827522417705 233.06651707 -20.086059 0.002003098318520191 16.914562328195572 17.22597550163269 16.919202966165543 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.6372441060062624 1.131827522417705 233.06651707 -20.086059 0.002003098318520191 16.914562328195572 17.22597550163269 16.919202966165543 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 1.131827522417705 2.6372441060062624 0.30677253546714667 0.429170557188845 -0.35545760797929304 -0.6531435289486893 False 0.026 Inputed -17.749548931093102 -17.74046231659535 """""" """""" """"""
-0.030225901523278486 0.26975843940076083 -23.551242060422886 19.644225020257245 4809.939853457381 301.63772157722303 101 29 29 74.9560996000655 48 True True 2020abjc 142.001139801 14.1212839616 SLSN-I 0.219 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 142.001139801 14.1212839616 TNS 2020abjc ZTF20acpyldh 2020abjc SLSN-I 0.219 0.25277798003199337 0.4826257909856899 0.30739441523228095 0.3638756244818566 0.4826257909856899 0.609430104063982 68.84966993640248 68.84966993640248 6.106429663663015 6.106429663663015 59192.54124999978 59143.48820600007 19.364854107159324 19.364854107159324 19.381324780478835 0.49807948720664647 0.7351713019285087 5.690868960768936 141.99960801 14.12074341 0.23606108529921033 23.137399983751774 24.738856987416746 23.631769387722017 0.5 """""" """""" """""" """""" 0 False True all False False 0 0.7351713019285087 5.690868960768936 141.99960801 14.12074341 0.23606108529921033 23.137399983751774 24.738856987416746 23.631769387722017 0.5 False False 0.3 0.7 1.5 0.02 8 3 49.05304399970919 0.0 0.0 0.0 0.0 4.275145892840676 3.888675219521165 True 0.219 Inputed -20.65072808655807 -20.66719875987758 """""" """""" """"""
-0.15790080739254533 0.25129858691063783 -5.697274067103098 18.576200501801946 5365.252352413714 126.30221734983044 60 46 46 54.91609960002825 36 True True 2019poc 355.24135583333 17.495779305555 SNIa 0.075 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 355.24135583333 17.495779305555 TNS 2019poc ZTF19abwouqp 2019poc SNIa 0.075 0.03853765857130753 0.5617225254902394 0.15388102074662413 0.27910781442718147 0.5617225254902394 0.8918580399170821 13.923399947401558 13.923399947401558 40.99269965262669 40.99269965262669 58741.20277780015 58730.328819400165 18.051629084306455 18.051629084306455 18.1732168052172 2.2970691220910973 0.5012819329042332 0.43510570472457116 355.24143719547453 17.49587196786975 0.0014480885647537578 20.689457813043596 21.37818265796661 20.98636999434948 0.5937499999999999 """""" """""" """""" """""" 0 False True all False False 0 0.5012819329042332 0.43510570472457116 355.24143719547453 17.49587196786975 0.0014480885647537578 20.689457813043596 21.37818265796661 20.98636999434948 0.5937499999999999 False False 0.3 0.7 1.5 0.02 8 3 10.873958399984986 0.43510570472457116 0.5012819329042332 0.39181266361713085 0.8679860097963982 3.3265535736601564 2.8131531891322794 False 0.075 Inputed -19.474184618136263 -19.59577233904701 """""" """""" """"""
-0.08468252762620698 0.47003156686057335 -17.48982610807564 17.83351735754505 3628.4049954843645 283.5854203159979 22 18 18 69.03415510011837 80 True True 2018jaw 193.51707583333 13.546657083333 SNIc 0.037 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 193.51707583333 13.546657083333 TNS 2018jaw ZTF18acqphpd 2018jaw SNIc 0.037 0.7452820189425395 1.0635004469286926 0.820860987787448 0.899040136475314 1.0635004469286926 1.239292226416982 14.437325619002708 14.437325619002708 54.59682948111566 54.59682948111566 58465.51906249998 58442.5070369998 17.619963589646744 18.24558901542819 17.619963589646744 3.344437577980832 2.1234958092653695 3.098497536763882 193.51722662992051 13.545808966763602 0.005475645179962907 18.308200243945123 18.8646160539341 18.560945482711794 0.975 """""" """""" """""" """""" 0 False True all False False 0 2.1234958092653695 3.098497536763882 193.51722662992051 13.545808966763602 0.005475645179962907 18.308200243945123 18.8646160539341 18.560945482711794 0.975 False False 0.3 0.7 1.5 0.02 8 3 23.012025500182062 3.098497536763882 2.1234958092653695 0.30367057122230534 1.459149353271301 0.6190270385059087 0.9409818930650502 False 0.037 Inputed -18.47396960960437 -17.848344183822924 """""" """""" """"""
-0.14362469354986634 0.5284995864991207 -2.9130985747934375 17.815469358148746 4874.8781365535915 53.721865573237444 58 28 28 18.04166670003906 54 True True 2021jl 350.66525833333327 20.659402777777775 SNIa 0.03838547 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 350.66525833333327 20.659402777777775 TNS 2021jl ZTF21aaazieb 2021jl SNIa 0.03838547 0.19355764980871015 1.9006028352425126 0.5129827965759368 0.8968138365260714 1.9006028352425126 3.310702983263912 15.558033408064247 15.558033408064247 2.4836332919748125 2.4836332919748125 59229.12152779987 59215.09053240018 17.726142982516322 17.79535502176961 17.726142982516322 0.7288863952072953 1.6770112154663368 16.640128602212556 350.669650125772 20.6615190342089 0.007906132890693418 15.708053780837059 16.810931607780457 16.10637754319429 0.975 """""" """""" """""" """""" 1 False True all False False 0 0.7 8.82216577901608 350.66267505 20.65899935 0.9697743884476251 25.41084868683815 21.368559877443314 23.27 0.5 False False 0.3 0.7 1.5 0.02 8 3 14.030995399691164 16.640128602212556 1.6770112154663368 0.7045540645861657 9.922490946242917 -0.9844234139891519 -1.6197654393220304 False 0.03838547 Inputed -18.448347211757387 -18.3791351725041 """""" """""" """"""
-0.12638890717492623 0.2866818492736529 -23.76818677261373 17.86960215727794 4373.33000593444 283.87189259929715 11 11 11 46.036898200400174 49 True True 2018jbl 197.67633291666 12.676919 SNIa 0.03586 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 197.67633291666 12.676919 TNS 2018jbl ZTF18acnbpkq 2018jbl SNIa 0.03586 0.4246948994836153 0.6957697642324518 0.48898113686857414 0.5555464397426455 0.6957697642324518 0.8458986208854533 -13.882966264349768 -13.882966264349768 59.91986446474994 59.91986446474994 58448.51252309978 58448.51252309978 17.79033954692845 19.69080990153585 17.79033954692845 2.831726091209101 1.7029390975447618 2.8551152986882493 197.6766359274715 12.67618306935105 0.008788250698685829 19.37513124111831 19.473426438857317 19.470069055792095 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.7029390975447618 2.8551152986882493 197.6766359274715 12.67618306935105 0.008788250698685829 19.37513124111831 19.473426438857317 19.470069055792095 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 0.0 2.8551152986882493 1.7029390975447618 0.0033573830652215975 1.6765809786178818 -0.2173834626785336 1.6797295088636446 False 0.03586 Inputed -18.235032840744978 -16.334562486137578 """""" """""" """"""
-0.1281423542869905 0.2808606720992439 -25.439033809921334 17.874312751750253 5709.110824475982 152.22261771404595 28 28 28 52.96498839976266 64 True True 2020xky 163.94966666666664 14.867788888888889 SNIa 0.06026 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 163.94966666666664 14.867788888888889 TNS 2020xky ZTF20acjsazw 2020xky SNIa 0.06026 0.12489723732870317 0.5732535970442747 0.22604313741590332 0.3342386406968245 0.5732535970442747 0.8451203530954352 -15.528988310083108 -15.528988310083108 68.49397670984577 68.49397670984577 59150.51789350016 59150.51789350016 17.930326628530516 17.930326628530516 17.94844841028523 1.995250002389428 5.3705062319307215 10.779341414355361 163.9475725908745 14.86558228129895 0.0015286152132564235 13.828908728808761 14.898114948768615 14.21091754602313 0.9949999999999999 """""" """""" """""" """""" 4 False True all False False 0 0.7 5.6472371818094445 163.948444688485 14.8667565024706 0.4765404283775647 24.318506468015908 23.020949518384935 24.74432647889733 0.15 False False 0.3 0.7 1.5 0.02 8 3 0.0 10.779341414355361 5.3705062319307215 0.6871974027454861 2.0071369343668257 -3.0322116797619003 -3.7375308642621015 False 0.06026 Inputed -19.21657173569776 -19.234693517452474 """""" """""" """"""
-0.08623236794773771 0.3423934959235627 -13.518474817867844 19.186351030520267 3696.822343315586 167.1000125997854 36 19 19 41.89951380016282 39 True True 2020abkp 181.27690416666667 56.55860833333333 SNIIb 0.030884 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 181.27690416666667 56.55860833333333 TNS 2020abkp ZTF20acusecr 2020abkp SNIIb 0.030884 0.7464330418450764 1.3132933394535087 0.8762998274989187 1.0138092678448913 1.3132933394535087 1.6481812014784012 16.942892678372242 16.942892678372242 24.95662112179058 24.95662112179058 59203.50688660005 59185.474664399866 18.875560595921268 19.581440191262732 18.875560595921268 0.8779586700808824 2.0813852513157287 0.7137266495506157 181.27654485155148 56.5585984867211 0.0019292860645050425 17.50923618807763 17.633397074229123 17.54680003573239 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.0813852513157287 0.7137266495506157 181.27654485155148 56.5585984867211 0.0019292860645050425 17.50923618807763 17.633397074229123 17.54680003573239 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 18.03222220018506 0.7137266495506157 2.0813852513157287 0.08659703849673406 0.34290943932625634 -1.9480431170336097 -1.3287605601888792 False 0.030884 Inputed -16.822773345073262 -16.116893749731798 """""" """""" """"""
-0.12514528295020538 0.41847941849196046 -13.998914507115613 19.09366213564183 5618.225504413682 225.87464598231156 35 15 15 28.954224499873817 29 True False 2020zpf 348.16868333333326 -11.933902777777778 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 348.16868333333326 -11.933902777777778 TNS 2020zpf ZTF20acppsay 2020zpf SNIa 0.1 -0.0016298740477118656 0.2619670542338426 0.05975515034774759 0.12408108955129649 0.2619670542338426 0.4128827000034825 10.881957712714094 10.881957712714094 18.072266787159723 18.072266787159723 59183.092499999795 59165.172557900194 18.78494165923292 18.94250702062605 18.78494165923292 0.8974466361665346 1.2113268650433893 0.5812423436625064 348.16869362 -11.93406392 0.0021089849992724785 19.0158281950593 19.57340921230316 19.273572384917735 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.2113268650433893 0.5812423436625064 348.16869362 -11.93406392 0.0021089849992724785 19.0158281950593 19.57340921230316 19.273572384917735 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 17.91994209960103 0.5812423436625064 1.2113268650433893 0.29983682738542683 0.47983938971062656 0.6309021916771123 0.48863072568481414 False 0.1 Inputed -19.498800439238007 -19.34123507784488 """""" """""" """"""
-0.18012321473503853 0.2961747225173047 -9.7843117584065 18.931592193054254 5790.680575532234 125.27374138032877 27 16 16 22.9871064000763 45 True True 2019bss 162.89737624999 41.136934944444 SNIa 0.095 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 162.89737624999 41.136934944444 TNS 2019bss ZTF19aamohsn 2019bss SNIa 0.095 -0.020588047119176167 0.4847583164885947 0.09054162353420026 0.21139350519376165 0.4847583164885947 0.8049199316346574 0.9529012654870694 0.9529012654870694 22.03420513458923 22.03420513458923 58561.2436573999 58557.26185189979 18.498744042041643 18.498744042041643 18.63733668450486 1.02857236620128 0.5921061031759682 1.8744009559847645 162.8970192512195 41.136489071637996 0.007389341782301551 20.97638292441398 21.20798794142008 21.27602271518648 0.6166666666666666 """""" """""" """""" """""" 0 False True all False False 0 0.5921061031759682 1.8744009559847645 162.8970192512195 41.136489071637996 0.007389341782301551 20.97638292441398 21.20798794142008 21.27602271518648 0.6166666666666666 False False 0.3 0.7 1.5 0.02 8 3 3.9818055001087487 1.8744009559847645 0.5921061031759682 -0.06803477376639933 3.16565045678597 2.7092438993784356 2.638686030681619 False 0.095 Inputed -19.5327530486404 -19.671345691103618 """""" """""" """"""
-0.012789969407440961 0.2042632474006068 -7.481476192590012 18.55741365730195 4721.3570915062455 136.8541802565562 46 22 22 71.83164360001683 47 True True 2019bph 242.59004208333 11.918230999999 SNII 0.047 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 242.59004208333 11.918230999999 TNS 2019bph ZTF19aamhmsx 2019bph SNII 0.047 0.244986411898946 0.7920742008407764 0.3672459088524995 0.4988137246133135 0.7920742008407764 1.1295804637536904 128.6835776972889 128.6835776972889 -56.85193409727208 -56.85193409727208 58568.48182869982 58556.50359949982 18.42382448545736 18.54236724171554 18.42382448545736 1.217448525804536 2.5106332817915367 5.243832545378276 242.59151240287952 11.91845926299715 0.00932770980511799 18.16208415993094 18.290567842152118 18.33125229622126 0.8649999999999999 """""" """""" """""" """""" 2 False True all False False 0 0.7 4.14726448472938 242.589547201392 11.9171856860559 0.12100033676287814 22.944484839696884 23.998482498116495 24.493482681298257 0.5 False False 0.3 0.7 1.5 0.02 8 3 11.978229200001806 5.243832545378276 2.5106332817915367 -0.04068445406914023 2.08864933935568 -0.2517993995634207 -0.09257218923610111 False 0.047 Inputed -18.194811817137357 -18.076269060879177 """""" """""" """"""
-0.17090455022014034 0.247413600543069 -9.214334572356861 16.629153806570677 6051.149877131728 93.43143776889866 24 21 21 43.99528940021992 53 True True 2020hla 128.801 60.8359 SNIa 0.02744 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 128.801 60.8359 TNS 2020hla ZTF20aaurzce 2020hla SNIa 0.02744 -0.05151220231627818 0.6497005605779691 0.09595959342510696 0.26096341669349954 0.6497005605779691 1.1284952459150617 15.97920799707301 15.97920799707301 28.016081403146906 28.016081403146906 58972.242418999784 58955.221238399856 16.1309158576149 16.1309158576149 16.211337464064698 12.77721535264692 1.5254585312822213 6.474919147583766 128.7997189984335 60.8375867886219 0.0019396099613570028 16.127783846035 16.75245595720768 16.32905760776043 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.5254585312822213 6.474919147583766 128.7997189984335 60.8375867886219 0.0019396099613570028 16.127783846035 16.75245595720768 16.32905760776043 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 17.021180599927902 6.474919147583766 1.5254585312822213 0.4233983494472504 4.244572379257852 0.621540099592778 0.11772014369573114 False 0.02744 Inputed -19.228392710385997 -19.308814316835793 """""" """""" """"""
-0.10470784909509154 0.3134131587728243 -19.45960420087717 18.49451892024228 5645.151575872466 109.85381761162142 34 22 22 47.82503470033407 51 True True 2019wji 116.35259166666665 31.581441666666667 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 116.35259166666665 31.581441666666667 TNS 2019wji ZTF19acxldra 2019wji SNIa 0.08 0.15692592007528816 0.8259251230996796 0.30208920908190606 0.4612831280444887 0.8259251230996796 1.2601519872670863 -1.5908686234948028 -1.5908686234948028 49.41590332382887 49.41590332382887 58830.224687499925 58823.43662039982 18.112999080923853 18.112999080923853 18.422577258176958 1.9792259326817108 0.7499100041492346 19.401709565472967 116.34636029938551 31.5823720193697 0.2553859108949127 20.105972946785688 21.37866076390505 20.46885718478441 0.885 """""" """""" """""" """""" 3 False True all False False 0 0.7 13.026020718752253 116.34880753 31.5797985 0.9516458513676833 24.213020333254338 23.995916462516785 23.27 0.15 False False 0.3 0.7 1.5 0.02 8 3 6.7880671001039445 0.0 0.0 0.0 0.0 5.527000919076148 4.847422741823042 True 0.08 Inputed -19.36735676389442 -19.676934941147525 """""" """""" """"""
-0.12430504896718417 0.3058820899798221 -6.439801217395946 18.455667224013915 5973.175206184362 88.20442066076768 52 52 52 57.964155099820346 94 True True 2020xif 170.77204166666664 40.78226111111111 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 170.77204166666664 40.78226111111111 TNS 2020xif ZTF20ackrqfi 2020xif SNIa 0.07 -0.06783923260629976 0.6755027056099046 0.08680899304117773 0.26103436164419946 0.6755027056099046 1.1920765103678477 6.0977135749731115 6.0977135749731115 51.86644152484723 51.86644152484723 59143.51702550007 59140.50893520005 17.964856225659968 17.964856225659968 18.172135922557484 2.637086566509908 1.6596361331182627 1.9075231578563 170.772649156972 40.78252411229605 0.006948669785686645 19.45749373841703 20.056365720788243 19.682762183985115 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.6596361331182627 1.9075231578563 170.772649156972 40.78252411229605 0.006948669785686645 19.45749373841703 20.056365720788243 19.682762183985115 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 3.0080903000198305 1.9075231578563 1.6596361331182627 0.3736035368031274 1.149362272724375 2.0915094951282747 1.5106262614276318 False 0.07 Inputed -19.323030029033312 -19.530309725930827 """""" """""" """"""
-0.1243622611122545 0.3279774062295579 -8.580347952316254 19.10794688658389 5527.469718154769 171.79991639742335 23 11 11 31.92503480007872 59 True True 2019ibf 204.57342374999 3.3961191111111 SNIa 0.078 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 204.57342374999 3.3961191111111 TNS 2019ibf ZTF19abafrvy 2019ibf SNIa 0.078 0.004142227107916341 0.36274072279169545 0.08581988696652587 0.17265337315199147 0.36274072279169545 0.576418386184919 7.356463748123842 7.356463748123842 24.568571051954876 24.568571051954876 58661.21409719996 58654.241504599806 18.703668342568363 18.703668342568363 18.849139584363133 1.409235172862435 1.149513327168945 0.20056392335897602 204.5734753716295 3.396097935488675 0.0007220598883339591 17.805845713609457 18.818495617762803 18.14917195532739 0.95 """""" """""" """""" """""" 0 False True all False False 0 1.149513327168945 0.20056392335897602 204.5734753716295 3.396097935488675 0.0007220598883339591 17.805845713609457 18.818495617762803 18.14917195532739 0.95 False False 0.3 0.7 1.5 0.02 8 3 6.972592600155622 0.20056392335897602 1.149513327168945 0.6693236624354135 0.1744772493007373 0.11482727519443969 -0.6999676290357435 False 0.078 Inputed -18.88486554994804 -19.03033679174281 """""" """""" """"""
-0.1957872908634311 0.2083458626090044 -6.670012861692422 18.730901121197512 5194.864685958651 51.44781400225112 102 87 87 29.896481500007212 91 True True 2020ago 142.16447499999998 55.17664166666666 SNIa 0.0483 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 142.16447499999998 55.17664166666666 TNS 2020ago ZTF20aagloch 2020ago SNIa 0.0483 0.2121375909204417 2.0462147311188623 0.5511088186850301 0.9614282065148956 2.0462147311188623 3.590443804925407 12.250082065049 12.250082065049 17.646399434958212 17.646399434958212 58877.31770829996 58866.40914350003 18.213193859476377 18.443959789283127 18.213193859476377 0.8198497707922803 4.322946150402594 1.022719401687198 142.16422995592148 55.17639443132135 0.0006730436805318929 14.218529815177321 15.49299760444045 14.713148439587354 0.985 """""" """""" """""" """""" 0 False True all False False 0 4.322946150402594 1.022719401687198 142.16422995592148 55.17639443132135 0.0006730436805318929 14.218529815177321 15.49299760444045 14.713148439587354 0.985 False False 0.3 0.7 1.5 0.02 8 3 10.9085647999309 1.022719401687198 4.322946150402594 0.779849164853097 0.23657926009371008 -2.950962184842677 -3.500045419889023 False 0.0483 Inputed -18.465358246172638 -18.234592316365887 """""" """""" """"""
-0.1494649626507025 0.23307828345065043 -9.099214944944654 17.339674753505722 5260.05409351489 151.55275351519563 82 40 40 74.8019329002127 130 True True 2019kyy 332.34170791666 44.974989 SNIa 0.041 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 332.34170791666 44.974989 TNS 2019kyy ZTF19abdyawn 2019kyy SNIa 0.041 0.08795951824148318 0.5272512553360862 0.1869490717978728 0.29291666669054095 0.5272512553360862 0.7941137468418162 18.747976154501668 18.747976154501668 56.053956745711034 56.053956745711034 58686.46640049992 58668.36317129992 16.871725170345005 16.871725170345005 16.939615293146506 2.154831020507916 3.594178623408106 9.133706457311233 332.338655782084 44.97365665419425 0.0018141652828067567 14.763651227741242 15.620127750320433 15.030611980276108 0.9949999999999999 """""" """""" """""" """""" 2 False True all False False 0 0.7 5.071843148371254 332.343605889859 44.975415772685 0.04463837471113974 21.093769830474855 21.212500738677978 21.05076292142868 0.06999999999999999 False False 0.3 0.7 1.5 0.02 8 3 18.103229200001806 9.133706457311233 3.594178623408106 0.5895157700443256 2.541250008506918 -1.2515974200245719 -1.9090033128703983 False 0.041 Inputed -19.379333100522523 -19.447223223324023 """""" """""" """"""
-0.174121882031496 0.2777002884477496 -7.8552718800319195 18.95533798825572 5306.207649688992 190.57085329271888 21 17 17 40.02104160003364 19 True True 2019kzb 6.0615795833333 -9.268288305555 SNIa 0.107 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 6.0615795833333 -9.268288305555 TNS 2019kzb ZTF19abdkcib 2019kzb SNIa 0.107 0.04860203751985637 0.3787329010560576 0.1245434946981554 0.20476101898738364 0.3787329010560576 0.5720100663638803 9.522958672481359 9.522958672481359 30.498082927552282 30.498082927552282 58677.46096060006 58667.44086810015 18.615802151366946 18.615802151366946 18.83431003982159 1.4132759002464226 1.3496281532334427 3.774498669483365 6.06248222359305 -9.267735433932796 0.002890414471475422 17.794143256006244 19.2356676510787 18.253722693083287 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.3496281532334427 3.774498669483365 6.06248222359305 -9.267735433932796 0.002890414471475422 17.794143256006244 19.2356676510787 18.253722693083287 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 10.02009249990806 3.774498669483365 1.3496281532334427 0.9819449579954131 2.796695267833893 0.6198654997117536 -0.5805873467383051 False 0.107 Inputed -19.59948094760788 -19.817988836062526 """""" """""" """"""
-0.1583791701642474 0.3726910857232692 -0.8578050542506201 18.794211030584254 5538.372315901516 190.38127159004958 50 30 30 42.86442130012438 56 True True 2020jbh 233.80064999999996 33.199425 SNIa 0.0703 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 233.80064999999996 33.199425 TNS 2020jbh ZTF20aaxuwuh 2020jbh SNIa 0.0703 -0.058730917384803405 0.24553218279086764 0.011122442867499416 0.08500481136512406 0.24553218279086764 0.4242615268183272 13.345266491099451 13.345266491099451 29.519154809024926 29.519154809024926 58977.35677079996 58969.38561340002 18.43981926995294 18.43981926995294 18.51449852721833 0.9693476664042271 2.239228549973937 3.8828845527818374 233.800043000607 33.1984735019839 0.0006924666678386204 15.267906742093563 16.4979008047843 15.67017341080904 0.975 """""" """""" """""" """""" 0 False True all False False 0 2.239228549973937 3.8828845527818374 233.800043000607 33.1984735019839 0.0006924666678386204 15.267906742093563 16.4979008047843 15.67017341080904 0.975 False False 0.3 0.7 1.5 0.02 8 3 7.9711573999375105 3.8828845527818374 2.239228549973937 0.8277273939752607 1.7340277984697148 -1.9419184651686408 -2.844325116409289 False 0.0703 Inputed -18.99009987264072 -19.064779129906107 """""" """""" """"""
-0.22596212225760026 0.19769339192351548 -5.269381615668835 17.235846082771705 5939.670802732888 134.43059180278902 30 21 21 72.8722107000649 68 True True 2019bdz 222.15372624999 6.8144251944444 SNIa 0.034683 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 222.15372624999 6.8144251944444 TNS 2019bdz ZTF19aaksrlb 2019bdz SNIa 0.034683 -0.10344522349310026 0.33195014849270876 -0.007073279020325174 0.09729580890896727 0.33195014849270876 0.6046232337687414 9.942853739816478 9.942853739816478 62.92935696024842 62.92935696024842 58547.3958796002 58539.357580999844 16.630591991263405 16.630591991263405 17.02216571997336 10.659012139115191 5.328612870453167 14.42405196749091 222.15775761695852 6.814599511853521 0.0035767425640792494 14.516633590312004 15.256508318983316 14.764945697528123 1.0 """""" """""" """""" """""" 10 False True all False False 0 1.6441872484860434 2.484796648725111 222.154245180773 6.81396594802121 0.006092818995772076 19.08967234384656 24.80733819612503 19.78170420693755 0.5 False False 0.3 0.7 1.5 0.02 8 3 8.0382986003533 14.42405196749091 5.328612870453167 0.49156262145519314 2.706905590284368 -1.3740836722800882 -2.2572200224452352 False 0.034683 Inputed -18.93011352464873 -19.321687253358682 """""" """""" """"""
-0.1467738346842493 0.362710663599524 -6.9014290566359415 19.035737319403097 5399.2024573416065 212.76955567896275 24 12 12 30.0243056002073 46 True False 2019pzb 62.762368749999 -16.51247505555 SNIa 0.13 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 62.762368749999 -16.51247505555 TNS 2019pzb ZTF19abymhad 2019pzb SNIa 0.13 0.01229054853968492 0.2967670514405967 0.07826385907334199 0.14758490116808431 0.2967670514405967 0.4608736715421031 11.008481003018264 11.008481003018264 19.015824597189035 19.015824597189035 58748.48056709999 58737.48026619991 18.760530133179277 18.785534272393146 18.760530133179277 0.22160192764134581 2.22973244320919 0.5579204806148034 62.76225581 -16.51258593 0.0017298151484735902 17.2019538764894 17.63330538160801 17.394574081897737 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.22973244320919 0.5579204806148034 62.76225581 -16.51258593 0.0017298151484735902 17.2019538764894 17.63330538160801 17.394574081897737 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.00030090007931 0.5579204806148034 2.22973244320919 0.23873129971027396 0.25021857771051864 -1.1522288907851355 -1.3659560512815396 False 0.13 Inputed -20.10595312264312 -20.08094898342925 """""" """""" """"""
-0.035231347358498935 0.33164717886574635 -13.717221419496305 17.73283470544408 5013.155429558246 203.87663384207764 55 7 7 12.977962899953127 70 True True 2020aqb 10.406832916666 -3.253481 SNIIP 0.01794 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 10.406832916666 -3.253481 TNS 2020aqb ZTF20aahirfz 2020aqb SNIIP 0.01794 0.17048449461598736 0.5038629686917417 0.2477199694332768 0.3289258758008593 0.5038629686917417 0.6965927633829452 30.587490871447276 30.587490871447276 -17.60952797149415 -17.60952797149415 58885.13069440005 58872.1527315001 17.58249767878129 17.706323766749815 17.58249767878129 5.086837451309726 8.115795115746506 28.65492391624909 10.4125767355709 -3.247960903104135 0.011303807661914966 14.436404497807025 15.233350056929588 14.788052578847408 0.9850000000000001 """""" """""" """""" """""" 22 False True all False False 0 0.7 1.4561185762153448 10.4072227286829 -3.25359117257224 0.04843796137406009 23.72367377245903 23.3113994049263 23.81921063290596 0.5 False False 0.3 0.7 1.5 0.02 8 3 12.977962899953127 28.65492391624909 8.115795115746506 0.4452974780821801 3.5307598956819346 -2.472973709820227 -2.794445099933883 False 0.01794 Inputed -16.929220633964697 -16.805394545996172 """""" """""" """"""
-0.19985740566665797 0.13562861117996056 -11.808740195212383 18.587693304475195 5987.644402448568 110.40016855784489 34 27 27 59.01099539967254 36 True True 2019gxg 233.214645 6.2946133888888 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 233.214645 6.2946133888888 TNS 2019gxg ZTF19aawnqoj 2019gxg SNIa 0.07 -0.026693011866520067 0.5573258351855515 0.0995221534385351 0.23831617505279468 0.5573258351855515 0.9384512507234106 14.148487428751391 14.148487428751391 44.86250797092114 44.86250797092114 58652.172268500086 58636.211342600174 17.908503778875435 17.908503778875435 17.978267940159228 2.681413484940101 1.2731606872342693 0.9579243609363763 233.21491168059651 6.294636633855685 0.0009171651800341518 17.687619211188554 18.238806313369274 17.901779730739594 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.2731606872342693 0.9579243609363763 233.21491168059651 6.294636633855685 0.0009171651800341518 17.687619211188554 18.238806313369274 17.901779730739594 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.960925899911672 0.9579243609363763 1.2731606872342693 0.33702658262967944 0.7523986332136192 0.33030253449383906 -0.07648820941963308 False 0.07 Inputed -19.516898011431568 -19.58666217271536 """""" """""" """"""
-0.13427096144021824 0.2940758754769641 -17.57188929290232 18.149748456786007 6184.723216482451 207.18825940691866 6 6 6 20.960462900344282 145 True False 2020cky 295.50377083333325 41.66230833333333 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 295.50377083333325 41.66230833333333 TNS 2020cky ZTF20aanafck 2020cky SNIa 0.09 -0.09697764551511767 0.17136544779779683 -0.03498730443247666 0.030314385919133713 0.17136544779779683 0.32723930193356665 -8.426122777791283 -8.426122777791283 29.386585678135567 29.386585678135567 58892.5595602002 58892.529074099846 17.9719168729211 17.9719168729211 18.010351691756945 2.4019984166390502 4.027411575330985 5.495835677417341 295.50173214 41.66241259 0.0026540801753921484 15.72715622138977 16.428634129333496 16.02469778356552 1.0 """""" """""" """""" """""" 1 False True all False False 0 1.5933683700536105 4.8412844527446675 295.50450492 41.66108044 0.0042195621434018005 17.707612173891068 18.778703162002564 18.330846007442474 0.5700000000000001 False False 0.3 0.7 1.5 0.02 8 3 0.03048610035330057 5.495835677417341 4.027411575330985 0.4039363457679741 1.364607409652607 -1.5432827435876035 -1.9856539081914235 False 0.09 Inputed -20.04003295342229 -20.078467772258136 """""" """""" """"""
-0.009169575259280046 0.15548170689099128 -10.070246223599483 17.391023371354052 4221.620978620657 240.94522939576063 33 30 30 72.83333329996094 79 True True 2018hle 54.867107083333 -13.11735575 SNII 0.013856 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 54.867107083333 -13.11735575 TNS 2018hle ZTF18acbvhit 2018hle SNII 0.013856 0.41284869160696047 0.7341587717585831 0.4883272245867474 0.5669684656717564 0.7341587717585831 0.9153032871641784 198.82663688518073 198.82663688518073 -125.99330358521979 -125.99330358521979 58428.27377310023 58422.355451399926 17.29644656634897 17.644501235681542 17.29644656634897 1.3699899232566024 12.843277507323831 17.13178293348966 54.87142287784185 -13.115124262470601 0.004281332636473567 13.323823636562825 14.266434944255352 13.821721618959904 0.99 """""" """""" """""" """""" 10 False True all False False 0 0.7 4.015184807439349 54.8659686151529 -13.1172349017771 0.0553893544012648 21.94570124209881 23.05533168768406 22.119092120957376 0.09999999999999999 False False 0.3 0.7 1.5 0.02 8 3 5.918321700301021 17.13178293348966 12.843277507323831 0.4447133252954476 1.333910516511095 -3.3780662914261903 -3.474724947389065 False 0.013856 Inputed -16.652074422805146 -16.304019753472573 """""" """""" """"""
-0.10215188969178164 0.34395761047202855 -6.764459473341951 19.33608413093327 3351.7359347943293 224.4679435054195 75 24 24 27.9987152996473 35 True True 2020tkc 1.6461875 28.309397222222223 SNIIb 0.036 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 1.6461875 28.309397222222223 TNS 2020tkc ZTF20abyrmdl 2020tkc SNIIb 0.036 0.8483028033485738 1.276636162664424 0.9487063998668717 1.0534554033325563 1.276636162664424 1.5192063911001732 14.707418046101612 14.707418046101612 13.29129725354569 13.29129725354569 59109.38866900001 59098.364340300206 18.967252004383038 19.766223379779632 18.967252004383038 0.47250909009093633 3.4621664889908397 2.325424780789608 1.6468821843255301 28.30918938074045 0.001185069147376927 15.425497047464848 16.112559477300643 15.667378103663921 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.4621664889908397 2.325424780789608 1.6468821843255301 28.30918938074045 0.001185069147376927 15.425497047464848 16.112559477300643 15.667378103663921 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.024328699801117 2.325424780789608 3.4621664889908397 0.4451813736367214 0.6716675203760719 -3.653663902478989 -3.299873900719117 False 0.036 Inputed -17.06665568115553 -16.267684305758937 """""" """""" """"""
-0.045758163063179855 0.35021469202004923 -24.287224652492178 20.089663815702316 5827.088333223632 189.43342293490178 21 14 14 28.91050919983536 44 True False 2020thx 22.284891666666663 -14.793958333333332 SNII 0.084 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 22.284891666666663 -14.793958333333332 TNS 2020thx ZTF20acbeacx 2020thx SNII 0.084 0.03927474709815826 0.3693415307153991 0.11515200540313941 0.19533582200660504 0.3693415307153991 0.562804366688205 -1.3577878799790177 -1.3577878799790177 30.268297079814378 30.268297079814378 59111.35662040021 59111.35662040021 19.843951385152735 19.843951385152735 19.900012536323533 0.6391104573527198 2.8131208316426894 4.176952865460471 22.28462646 -14.79508991 0.0032767399922711826 16.874664293083548 17.706471178400516 17.237739697247743 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.8131208316426894 4.176952865460471 22.28462646 -14.79508991 0.0032767399922711826 16.874664293083548 17.706471178400516 17.237739697247743 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 4.176952865460471 2.8131208316426894 0.46873148115277274 1.4848110392120581 -2.137480206752219 -2.66227283907579 False 0.084 Inputed -17.99775749375795 -18.053818644928747 """""" """""" """"""
-0.16046712249433093 0.16377214553005762 -9.334265199003562 17.53868512931202 5443.440723502229 143.08991881192222 113 62 62 74.98655090015382 50 True False 2020sme 41.086749999999995 14.921299999999999 SNIa 0.0468 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 41.086749999999995 14.921299999999999 TNS 2020sme ZTF20abylbuf 2020sme SNIa 0.0468 0.046464140738589066 0.5019047460071739 0.1483786336575399 0.25797162192576195 0.5019047460071739 0.7819514002000574 16.06188827346472 16.06188827346472 58.9246626266891 58.9246626266891 59110.505092599895 59096.38401619997 16.948255157155067 16.948255157155067 17.041483682472588 5.251294311887597 1.8291077667734223 8.51638475332533 41.08601571 14.91904325 0.0033785327247118913 16.17876368291378 17.273322623348236 16.53912085261345 0.9700000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.8291077667734223 8.51638475332533 41.08601571 14.91904325 0.0033785327247118913 16.17876368291378 17.273322623348236 16.53912085261345 0.9700000000000001 False False 0.3 0.7 1.5 0.02 8 3 14.121076399926096 8.51638475332533 1.8291077667734223 0.734201770734785 4.656032251368315 0.3250674661931683 -0.5023628298591376 False 0.0468 Inputed -19.567789412885677 -19.661017938203198 """""" """""" """"""
-0.13670800466967814 0.3268349684151943 -8.112258701727415 17.692861009456465 5331.372800146647 225.80759065963105 67 57 57 68.03164359973744 50 True True 2020qtr 53.08973749999999 38.11960277777778 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 53.08973749999999 38.11960277777778 TNS 2020qtr ZTF20abpuyau 2020qtr SNIa 0.05 0.034565204740133026 0.30557442944785507 0.09770804785565801 0.1638540764215577 0.30557442944785507 0.46059853031089304 15.135588240095169 15.135588240095169 52.89605535964227 52.89605535964227 59076.50547449989 59061.43783560023 17.162974374319 17.162974374319 17.28896729150663 1.2892165551739012 1.4489672563696434 0.39259418389296874 53.08987138531105 38.119631030123955 0.002356160634183646 18.740064374275207 19.505723551940918 18.951544528360365 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.4489672563696434 0.39259418389296874 53.08987138531105 38.119631030123955 0.002356160634183646 18.740064374275207 19.505723551940918 18.951544528360365 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.067638899665326 0.39259418389296874 1.4489672563696434 0.5541790235805522 0.27094758847526 2.3427491776219185 1.6625772368537355 False 0.05 Inputed -19.465571339668646 -19.591564256856277 """""" """""" """"""
-0.2028676566701829 0.18836518642474964 -7.490540296854142 17.76101187705889 5659.688893285417 136.5004333055478 77 19 19 74.97750000003725 38 True True 2020dow 137.9834 27.900480555555554 SNIa 0.0474 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 137.9834 27.900480555555554 TNS 2020dow ZTF20aarcpql 2020dow SNIa 0.0474 -0.021050728609758096 0.4361033336030644 0.08054262338328044 0.19028083606397672 0.4361033336030644 0.7205275911018312 14.713752049559305 14.713752049559305 60.26374795047795 60.26374795047795 58917.232164400164 58903.25674769981 17.100713470846273 17.100713470846273 17.561866895136696 2.846922773409897 3.121811729166898 4.29106853451615 137.98352947311798 27.899294096922603 0.0013695847218719859 15.519950979516507 16.369778270441294 15.831514449863434 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.121811729166898 4.29106853451615 137.98352947311798 27.899294096922603 0.0013695847218719859 15.519950979516507 16.369778270441294 15.831514449863434 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.975416700355709 4.29106853451615 3.121811729166898 0.5382638205778605 1.3745443052907247 -0.7309352004049785 -1.7303524452732617 False 0.0474 Inputed -19.075378038063285 -19.536531462353707 """""" """""" """"""
-0.14224585636165088 0.3430824078835013 -6.827660711764796 18.765221639026016 5833.637199644138 213.95661726923174 32 14 14 12.012696700170636 69 True True 2021kxn 128.34018333333333 25.10115277777778 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 128.34018333333333 25.10115277777778 TNS 2021kxn ZTF21aaydfro 2021kxn SNIa 0.09 -0.09002423652613345 0.1704969372882914 -0.029683200929699893 0.03377282933131198 0.1704969372882914 0.32111447368733437 12.705709221467352 12.705709221467352 -0.6930125212967164 -0.6930125212967164 59348.235960599966 59336.223263899796 18.37859154329005 18.37859154329005 18.491638402837722 0.22212138759959807 2.9945781217919683 14.751904975650094 128.341931821658 25.1049322764311 0.0033766187841575146 14.754052888240814 16.29673843865752 15.070409777858258 0.975 """""" """""" """""" """""" 3 False True all False False 0 0.7 0.156379318003575 128.340160555007 25.1011910065829 0.03666787701987728 24.29791243631363 19.46519534206867 18.708806833083628 0.75 False False 0.3 0.7 1.5 0.02 8 3 12.012696700170636 14.751904975650094 2.9945781217919683 1.226328660799263 4.926204752615534 -2.081853104632529 -3.421228624979465 False 0.09 Inputed -19.558746242341513 -19.671793101889186 """""" """""" """"""
-0.16862867378500848 0.1952968905829187 -11.396063411953488 18.04500672415821 5635.342465149548 73.20027727289609 27 19 19 40.057627299800515 147 True False 2020mff 264.0186083333333 -0.49720277777777777 SNIa 0.046 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 264.0186083333333 -0.49720277777777777 TNS 2020mff ZTF20abeldyn 2020mff SNIa 0.046 0.1272370667139704 1.2101176176911679 0.3458489144065986 0.59671178365695 1.2101176176911679 2.0027547666805035 10.289013445461913 10.289013445461913 29.768613854338604 29.768613854338604 59023.295080999844 59011.29539350001 17.647145722474644 17.648526248648313 17.647145722474644 1.4867397898331542 1.7669658025220631 0.5646482168497559 264.01868824 -0.49706781 0.0009264011639855685 16.979138544940948 17.81695280532837 17.319191821479798 0.54 """""" """""" """""" """""" 0 False True all False False 0 1.7669658025220631 0.5646482168497559 264.01868824 -0.49706781 0.0009264011639855685 16.979138544940948 17.81695280532837 17.319191821479798 0.54 False False 0.3 0.7 1.5 0.02 8 3 11.999687499832362 0.5646482168497559 1.7669658025220631 0.4977609838485719 0.31955808994368207 0.1684265566800569 -0.3279539009948458 False 0.046 Inputed -18.924274020594492 -18.922893494420823 """""" """""" """"""
-0.1094936983176332 0.2866223010057659 -9.504071997955496 19.042723932496937 4789.718835438982 94.93805063543678 20 18 18 38.94412040011957 32 True True 2019lfj 29.453204999999 13.176169694444 SNIc 0.0888 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 29.453204999999 13.176169694444 TNS 2019lfj ZTF19abfiqjg 2019lfj SNIc 0.0888 0.29585960970650405 1.1643563020920844 0.480712324581237 0.6858829500600585 1.1643563020920844 1.747628589759671 16.896906888459917 16.896906888459917 22.047213511659656 22.047213511659656 58685.44321760023 58670.45467589982 18.792239801749613 18.8721005668425 18.792239801749613 1.2112789380918993 1.5299374934188994 0.40564808691670057 29.4531110542684 13.1762354939317 0.0005775568669111886 16.746443101494314 17.397145070192813 17.029728462467194 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.5299374934188994 0.40564808691670057 29.4531110542684 13.1762354939317 0.0005775568669111886 16.746443101494314 17.397145070192813 17.029728462467194 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 14.988541700411588 0.40564808691670057 1.5299374934188994 0.36741660772561957 0.2651403006081069 -1.474955496649688 -1.762511339282419 False 0.0888 Inputed -19.228440839956175 -19.148580074863286 """""" """""" """"""
-0.12329907807836557 0.25814652885275396 -9.427358163481305 18.56724111178101 5017.564810321168 129.44719489177953 47 35 35 57.88211809983477 38 True True 2021gbm 175.50394999999997 -4.208708333333334 SNIa 0.053 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 175.50394999999997 -4.208708333333334 TNS 2021gbm ZTF21aaprddk 2021gbm SNIa 0.053 0.1776660199281821 0.7368879085718838 0.30168975914305207 0.43581508434768423 0.7368879085718838 1.0864101071025196 8.658534419906442 8.658534419906442 49.223583679928325 49.223583679928325 59298.395694400184 59291.29307870008 18.08309737704289 18.08309737704289 18.09960234201905 2.8453867681314535 0.7109339009721548 3.5989008659876625 175.50398522653302 -4.209707410527435 0.016986388264829455 20.612314630936385 21.165822124168873 21.056833015749454 0.8625 """""" """""" """""" """""" 0 False True all False False 0 0.7109339009721548 3.5989008659876625 175.50398522653302 -4.209707410527435 0.016986388264829455 20.612314630936385 21.165822124168873 21.056833015749454 0.8625 False False 0.3 0.7 1.5 0.02 8 3 7.1026157001033425 3.5989008659876625 0.7109339009721548 0.10898910841941856 5.062215855885343 3.082724747125983 2.957230673730404 False 0.053 Inputed -18.7829957321155 -18.79950069709166 """""" """""" """"""
-0.2048967871360025 0.277412302128311 -6.722758029660634 18.164004314455166 6292.325915856847 80.88182761588236 46 28 28 37.89105320023373 65 True True 2021nic 267.96905833333335 54.0239 SNIa 0.05358 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 267.96905833333335 54.0239 TNS 2021nic ZTF21abcgxwy 2021nic SNIa 0.05358 -0.1204279829240491 0.6736940140691736 0.04169814857343823 0.22654411494395887 0.6736940140691736 1.2422647032918306 11.472703365032249 11.472703365032249 26.41834983520148 26.41834983520148 59368.37181709986 59356.43438659981 17.632042304750083 17.632042304750083 17.77022078344689 2.655473268827109 3.244885720664182 4.957824819925582 267.96777253743096 54.02274845499605 0.0004681959917388623 13.909096335527897 15.187005952997207 14.312850278013943 0.9650000000000001 """""" """""" """""" """""" 0 False True all False False 0 3.244885720664182 4.957824819925582 267.96777253743096 54.02274845499605 0.0004681959917388623 13.909096335527897 15.187005952997207 14.312850278013943 0.9650000000000001 False False 0.3 0.7 1.5 0.02 8 3 11.93743050005287 4.957824819925582 3.244885720664182 0.874155674983264 1.5278888832210662 -2.4450363517528757 -3.457370505432948 False 0.05358 Inputed -19.13630599297135 -19.27448447166816 """""" """""" """"""
-0.18713108290155545 0.21812867893843885 -10.059614436638926 18.616994289386426 5811.949826164489 156.9398573279784 61 32 32 58.80501150013879 34 True False 2020xps 44.39172083333333 13.475427777777778 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 44.39172083333333 13.475427777777778 TNS 2020xps ZTF20aclkcuu 2020xps SNIa 0.07 -0.04393398261345283 0.3386991483679189 0.04236544375029183 0.13469922948669932 0.3386991483679189 0.5706701983103066 14.072939225147678 14.072939225147678 44.73207227499111 44.73207227499111 59156.40596059989 59140.41032409994 18.004094426463563 18.004094426463563 18.185055567374167 1.2347941652456884 2.198304737626805 4.185685621466525 44.39052558 13.475456 0.0020662724360122064 16.644779636096953 17.549744644069673 16.932048965644835 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.198304737626805 4.185685621466525 44.39052558 13.475456 0.0020662724360122064 16.644779636096953 17.549744644069673 16.932048965644835 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.995636499952525 4.185685621466525 2.198304737626805 0.6176956784248375 1.9040515856710616 -0.4543497823938907 -1.2530066017293322 False 0.07 Inputed -19.310110384216628 -19.491071525127232 """""" """""" """"""
-0.16173546647234524 0.19093840280098504 -7.490430393909136 18.963562082940612 5254.9331793141255 185.03793064793177 33 19 19 49.91490739956498 45 True True 2019pva 33.811721666666 -12.16448202777 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 33.811721666666 -12.16448202777 TNS 2019pva ZTF19abycslo 2019pva SNIa 0.09 0.0612893287568923 0.40557710187529494 0.14030734755263552 0.2238978624356811 0.40557710187529494 0.6079760662522986 14.850924457920911 14.850924457920911 35.06398294164407 35.06398294164407 58747.481631900184 58735.37800930021 18.463267802486218 18.463267802486218 18.466402456775032 1.3371135888697092 1.5719435288508785 1.4995073447011358 33.811525657359695 -12.1648518701933 0.0019098815404282599 18.00317945723474 18.68101726885557 18.266066239203212 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.5719435288508785 1.4995073447011358 33.811525657359695 -12.1648518701933 0.0019098815404282599 18.00317945723474 18.68101726885557 18.266066239203212 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.10362259997055 1.4995073447011358 1.5719435288508785 0.4149510296523573 0.9539193470883175 0.21774946636935155 -0.20033621757182019 False 0.09 Inputed -19.583982188404203 -19.587116842693018 """""" """""" """"""
-0.1824382367179655 0.2898682914899574 -4.437447974558392 19.153198789999024 4816.691165200855 119.13188146872247 38 23 23 35.09578700037673 46 True True 2021wfn 330.7171833333333 3.3727194444444444 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 330.7171833333333 3.3727194444444444 TNS 2021wfn ZTF21abtfogg 2021wfn SNIa 0.09 0.18582996996852685 0.8051766108042635 0.32179054191420775 0.4697883354616508 0.8051766108042635 1.199264149481408 12.319436002538733 12.319436002538733 22.776350997837998 22.776350997837998 59448.29284719983 59438.32362269983 18.842439475985778 18.992330571693 18.842439475985778 1.3871145281264463 0.7187816848420859 11.948379115719199 330.72025005 3.37143745 0.7226099426395269 23.3052126681447 24.370516011810302 23.275738763284682 0.5 """""" """""" """""" """""" 1 False True all False False 0 0.32572556006793146 9.585843292535229 330.71665195098 3.3753288053862747 0.01857904431495816 18.337597781429288 18.96791320765972 18.50788436004281 0.0 False False 0.3 0.7 1.5 0.02 8 3 9.969224500004202 0.0 0.0 0.0 0.0 4.647669428307001 4.427560524014222 True 0.09 Inputed -19.207945169193458 -19.058054073486236 """""" """""" """"""
-0.018667530293593665 0.5636954388547329 -10.96648768191275 18.357898254730163 5424.728528522411 172.84095460548338 60 35 35 60.945636600255966 71 True True 2019roa 117.31695791666 9.192469 SNIIP 0.031 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 117.31695791666 9.192469 TNS 2019roa ZTF19acbhvgi 2019roa SNIIP 0.031 0.04879668017142791 0.41700691798552114 0.1327792545165849 0.2219823790896882 0.41700691798552114 0.6358989331088836 26.762725073905354 26.762725073905354 34.18291152635061 34.18291152635061 58758.51336809993 58751.492083299905 18.21794113166936 18.21794113166936 18.247634163622227 1.807131474748843 1.026301684027102 0.9595028629894956 117.3170608671845 9.192222607731974 0.005055612140515198 20.418219583966135 21.317756758415698 21.007764180776476 0.9 """""" """""" """""" """""" 0 False True all False False 0 1.026301684027102 0.9595028629894956 117.3170608671845 9.192222607731974 0.005055612140515198 20.418219583966135 21.317756758415698 21.007764180776476 0.9 False False 0.3 0.7 1.5 0.02 8 3 7.0212848000228405 0.9595028629894956 1.026301684027102 0.30999257763922117 0.9349130747057779 3.099815626746338 2.7601300171542498 False 0.031 Inputed -17.45890278663339 -17.48859581858626 """""" """""" """"""
-0.150105286392948 0.2765090281015634 -2.217225886059418 19.15906049638985 4490.195130674631 66.08588800804931 16 16 16 28.905358800198883 49 True True 2021pb 146.19504166666664 51.68736666666666 SNIIb 0.03317803 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 146.19504166666664 51.68736666666666 TNS 2021pb ZTF21aabxjqr 2021pb SNIIb 0.03317803 0.2925657336875105 1.6613145939017464 0.5638590332589004 0.8785778432186575 1.6613145939017464 2.695620514507656 12.31314952994304 12.31314952994304 16.592209270255843 16.592209270255843 59231.368830999825 59225.40252309991 18.953924800614256 19.18527552876792 18.953924800614256 0.9324065835749972 5.771898032201725 5.315574199941571 146.1960863095775 51.68869361230995 0.001230617409179291 14.017450009640456 14.711512668620944 14.266736045160592 1.0 """""" """""" """""" """""" 2 False True all False False 0 0.7 2.786899755242465 146.194705718147 51.6866210709424 0.17212885079451634 24.33889728963673 23.354887527620793 24.771504282115696 0.3 False False 0.3 0.7 1.5 0.02 8 3 5.966307899914682 5.315574199941571 5.771898032201725 0.44477662346035274 0.920940420341056 -4.4737628601469765 -4.687188755453665 False 0.03317803 Inputed -16.90122233792765 -16.669871609773985 """""" """""" """"""
-0.15547303038027407 0.36570162380559446 -3.052990573430149 18.71924801732755 5510.281786853007 156.71310813950217 87 23 23 15.058738499879837 38 True True 2020dbg 164.24520791666 43.0768 SNII 0.015 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 164.24520791666 43.0768 TNS 2020dbg ZTF20aapycrh 2020dbg SNII 0.015 -0.032517887714625715 0.35422115203597926 0.05471673135110677 0.14804452230388065 0.35422115203597926 0.588645788323344 9.385933135214687 9.385933135214687 5.67280536466515 5.67280536466515 58906.29511569999 58900.32636569999 18.462578814195687 18.462578814195687 18.473998368661054 0.5968470124476082 0.9992895310039644 0.18881756444808814 164.245215447695 43.07674783994885 0.0037228187068909513 20.333210455258786 20.813524495485424 20.40819344211042 0.9399999999999998 """""" """""" """""" """""" 0 False True all False False 0 0.9992895310039644 0.18881756444808814 164.245215447695 43.07674783994885 0.0037228187068909513 20.333210455258786 20.813524495485424 20.40819344211042 0.9399999999999998 False False 0.3 0.7 1.5 0.02 8 3 5.96875 0.18881756444808814 0.9992895310039644 0.4053310533750043 0.1889518088500209 2.350945681289737 1.9341950734493665 False 0.015 Inputed -15.647428964983524 -15.65884851944889 """""" """""" """"""
-0.0368113434752219 0.3849437798416989 -10.012313244105755 18.85630484711991 5281.843461157609 204.31839123057222 97 39 39 72.95540509978309 117 True False 2021gci 278.6674416666666 22.895005555555556 SNIIn 0.084 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 278.6674416666666 22.895005555555556 TNS 2021gci ZTF21aapvmcu 2021gci SNIIn 0.084 0.06615088544472414 0.3757010048781204 0.137776072298049 0.21314657947197801 0.3757010048781204 0.5550264219784431 40.93994643224801 40.93994643224801 32.015458667535086 32.015458667535086 59301.50555559993 59276.487094900105 18.588134359658497 18.588134359658497 18.64509951787459 0.2653108484737431 0.9076842362473854 0.8291139061874842 278.66767553 22.89508697 0.0038881710934524083 20.405943347024916 20.48517806940079 19.93060525918007 0.8 """""" """""" """""" """""" 0 False True all False False 0 0.9076842362473854 0.8291139061874842 278.66767553 22.89508697 0.0038881710934524083 20.405943347024916 20.48517806940079 19.93060525918007 0.8 False False 0.3 0.7 1.5 0.02 8 3 25.018460699822754 0.8291139061874842 0.9076842362473854 0.5545728102207192 0.913438697156698 1.8970437097422916 1.285505741305478 False 0.084 Inputed -19.25267051220689 -19.309635670422985 """""" """""" """"""
-0.1885738487971521 0.19785591626109691 -6.080930940893479 16.64148607855743 5597.190364964266 110.11735528952342 71 49 49 70.80328710004687 69 True False 2020saf 271.616 46.540949999999995 SNIa 0.027035 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 271.616 46.540949999999995 TNS 2020saf ZTF20abwktfx 2020saf SNIa 0.027035 -0.005689735787420602 0.5895755702914052 0.12298777002015626 0.2644648061562265 0.5895755702914052 0.9779405612087473 15.405331638391296 15.405331638391296 55.39795546165558 55.39795546165558 59099.18233799981 59086.28802079987 16.084497077463258 16.084497077463258 16.248075622255758 10.021430091691306 3.3270620971228912 3.81588771538336 271.61588378 46.53989305 0.0003446609965803704 13.670867064154148 14.82204898672104 14.081648377239704 0.78 """""" """""" """""" """""" 1 False True all False False 0 3.4847197044871208 2.6760369364231344 271.61540958 46.5403274 0.0005000760570276208 14.232127866649627 15.258677103519439 14.574495820844174 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.894317199941725 3.81588771538336 3.3270620971228912 0.7404006094813358 1.1469241042068874 -1.2624480907422182 -2.166427245016054 False 0.027035 Inputed -19.159146523287074 -19.322725068079574 """""" """""" """"""
-0.06792030985131536 0.18645728646549034 -19.79423513001365 18.21532647903566 4950.186533503855 236.81275895423207 47 17 17 68.89396989997476 75 True True 2019wqc 210.46486374999 -10.41102061111 SNIIn 0.04588 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 210.46486374999 -10.41102061111 TNS 2019wqc ZTF19acxqaot 2019wqc SNIIn 0.04588 0.2155899547447504 0.5069669842190727 0.2838454799414123 0.3550939391992145 0.5069669842190727 0.6720426217763418 25.890524390552667 25.890524390552667 43.00344550942209 43.00344550942209 58852.52215280011 58831.56568290014 17.964840506994946 17.964840506994946 17.965459032770713 1.8963053404372956 2.2622521986552897 3.601009829945391 210.465259248159 -10.41009906361765 0.007877466673933853 18.537687574143412 19.07781573895216 18.804548664950133 0.97 """""" """""" """""" """""" 0 False True all False False 0 2.2622521986552897 3.601009829945391 210.465259248159 -10.41009906361765 0.007877466673933853 18.537687574143412 19.07781573895216 18.804548664950133 0.97 False False 0.3 0.7 1.5 0.02 8 3 20.956469899974763 3.601009829945391 2.2622521986552897 0.2732670740020282 1.591780895200754 1.1129752319572148 0.8390896321794195 False 0.04588 Inputed -18.600226540307585 -18.60084506608335 """""" """""" """"""
-0.1587606122719413 0.3687766341733263 -15.204219551012088 18.959603681400633 5059.386384335512 205.13839285376622 12 5 5 12.951747699640691 74 True True 2019wrx 39.610872916666 -1.13259175 SNIIb 0.03706 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 39.610872916666 -1.13259175 TNS 2019wrx ZTF19acyobbu 2019wrx SNIIb 0.03706 0.16688925679446243 0.49722738263685073 0.24345275906870611 0.3239300667042002 0.49722738263685073 0.6880506431747797 -6.003039459092019 -6.003039459092019 18.95478715873271 18.95478715873271 58836.091874999925 58833.17414350016 18.806703649545938 18.936106794764527 18.806703649545938 5.030106375967822 2.5123836235171892 11.32755954120957 39.61387896818715 -1.13352337696845 0.018239937352230506 17.643366163545252 18.074243395861387 17.769672989131212 0.9899999999999999 """""" """""" """""" """""" 3 False True all False False 0 0.7578817915195498 5.832613797676282 39.610763457402996 -1.13097527983598 0.05629554117270463 21.049896834520695 22.766982043554783 21.41951895643711 0.6833333333333335 False False 0.3 0.7 1.5 0.02 8 3 2.9177314997650683 11.32755954120957 2.5123836235171892 0.3045704067301749 4.508690247451802 -0.8618633989031395 -1.0370306604147252 False 0.03706 Inputed -17.290779726487376 -17.161376581268787 """""" """""" """"""
-0.1466019139443123 0.3583030577703856 -7.383140560697654 19.734168753490636 5755.780374680544 181.28430050650314 108 64 64 41.80945609975606 39 True True 2020jmg 239.01826249999996 33.90665277777778 SNIa 0.13 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 239.01826249999996 33.90665277777778 TNS 2020jmg ZTF20aayxcyn 2020jmg SNIa 0.13 -0.061677993485549365 0.2589073964896045 0.011605277004676395 0.08933332392804516 0.2589073964896045 0.44868455661740825 14.478721704178753 14.478721704178753 27.33073439557731 27.33073439557731 58985.30814810004 58970.44739580015 19.310810301852577 19.310810301852577 19.46477202567878 0.3584143365909478 0.8285260315535581 4.904196607569609 239.01728775328098 33.907748836172146 0.021698792216022 20.1717717871809 21.089879381906986 20.333645697817804 0.9666666666666667 """""" """""" """""" """""" 0 False True all False False 0 0.8285260315535581 4.904196607569609 239.01728775328098 33.907748836172146 0.021698792216022 20.1717717871809 21.089879381906986 20.333645697817804 0.9666666666666667 False False 0.3 0.7 1.5 0.02 8 3 14.860752299893647 4.904196607569609 0.8285260315535581 0.7562336840891817 5.919182283716319 1.7790690800544091 0.8688736721390242 False 0.13 Inputed -19.401711230143615 -19.555672953969818 """""" """""" """"""
-0.21366019731371602 0.19484021644055938 -8.599967220386365 18.7807771617663 5765.621717836413 152.8354520512024 24 15 15 55.85097219981253 59 True False 2020scn 331.9684791666666 -10.55891388888889 SNIa 0.082073 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 331.9684791666666 -10.55891388888889 TNS 2020scn ZTF20abxcycq 2020scn SNIa 0.082073 -0.043706213197715726 0.35072223664295876 0.04500917763542844 0.1400967540126068 0.35072223664295876 0.5910022843288445 12.079670397747378 12.079670397747378 43.77130180206515 43.77130180206515 59095.29390050005 59082.26929400023 18.069161907223346 18.069161907223346 18.269802159164133 1.6813337376803046 3.6931630266013666 6.72062542831459 331.9685993 -10.56077699 0.0018187865046905838 15.166528298735619 16.048410292720796 15.527502808070183 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.6931630266013666 6.72062542831459 331.9685993 -10.56077699 0.0018187865046905838 15.166528298735619 16.048410292720796 15.527502808070183 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.024606499820948 6.72062542831459 3.6931630266013666 0.5209074846506123 1.8197478367206676 -2.020751614502551 -2.7422993510939495 False 0.082073 Inputed -19.576665103680945 -19.77730535562173 """""" """""" """"""
-0.14394472835169075 0.5885140420663518 -2.351820076491919 18.64343267292626 5651.4517752961365 178.46077993120218 82 40 40 24.986458300147206 62 True True 2020qxq 335.5070041666666 38.16533611111111 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 335.5070041666666 38.16533611111111 TNS 2020qxq ZTF20abqofgc 2020qxq SNIa 0.08 -0.07355308006593475 0.2495602242406676 0.00018589474877472867 0.07848145590361 0.2495602242406676 0.44139499125119386 10.343282203911206 10.343282203911206 14.643176096236 14.643176096236 59077.38483799994 59068.372777800076 18.40183812453307 18.40183812453307 18.51381920480396 0.45755911908882213 3.3467538868733056 2.148348577857072 335.50745746123005 38.164857457773394 0.0013409987739895213 15.689122400546074 16.94351156981945 16.115827021069528 0.975 """""" """""" """""" """""" 0 False True all False False 0 3.3467538868733056 2.148348577857072 335.50745746123005 38.164857457773394 0.0013409987739895213 15.689122400546074 16.94351156981945 16.115827021069528 0.975 False False 0.3 0.7 1.5 0.02 8 3 9.012060199864209 2.148348577857072 3.3467538868733056 0.8276845487499216 0.641920096450283 -1.4583265547136222 -2.3979921837344307 False 0.08 Inputed -19.27611481726742 -19.388095897538307 """""" """""" """"""
-0.01242607036061722 0.7714092389136298 -25.480312865977123 18.00515966926488 6031.654341395967 189.25675322721085 83 56 56 74.94228009972721 42 True True 2021njo 241.77904166666664 47.443638888888884 SNII 0.03797 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 241.77904166666664 47.443638888888884 TNS 2021njo ZTF21abcjpnm 2021njo SNII 0.03797 0.0006085435678357953 0.32156033942736784 0.07433614927106547 0.1522861550338135 0.32156033942736784 0.5099150499478071 -1.504889246081916 -1.504889246081916 76.44716934580913 76.44716934580913 59362.384398099966 59359.2954051001 17.814658906596673 17.814658906596673 17.910114843772256 3.6965628144215663 2.476063853029942 3.171667947259305 241.778698117989 47.44448871823765 0.0019417531008163458 16.646462133128644 16.970174471307395 16.787177225339413 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.476063853029942 3.171667947259305 241.778698117989 47.44448871823765 0.0019417531008163458 16.646462133128644 16.970174471307395 16.787177225339413 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 3.088992999866605 3.171667947259305 2.476063853029942 0.18299724596798228 1.2809314038400734 -0.844484435289278 -1.122937618432843 False 0.03797 Inputed -18.240524986081127 -18.33598092325671 """""" """""" """"""
-0.10918961059413554 0.32589088476265216 -12.925303374945969 19.483014808509107 5565.085860898929 110.39613190373265 54 19 19 29.916423600167036 33 True True 2020zid 350.5252458333333 -6.2131138888888895 SNIa 0.13 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 350.5252458333333 -6.2131138888888895 TNS 2020zid ZTF20acppruo 2020zid SNIa 0.13 0.08893090662473568 0.7243527566329071 0.2266871191124764 0.37785339326164546 0.7243527566329071 1.1371885030844737 14.239568141371707 14.239568141371707 15.676855458795329 15.676855458795329 59181.106921299826 59164.2103587999 19.059853282030915 19.163501885537052 19.059853282030915 1.0462272039961464 1.2047856587520236 0.6731356706135657 350.52540565363154 -6.21321247375281 0.0002567042394342467 16.231980283968447 17.497698991503714 16.61038793045044 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.2047856587520236 0.6731356706135657 350.52540565363154 -6.21321247375281 0.0002567042394342467 16.231980283968447 17.497698991503714 16.61038793045044 0.99 False False 0.3 0.7 1.5 0.02 8 3 16.896562499925494 0.6731356706135657 1.2047856587520236 0.8873110610532748 0.558718196654858 -1.6658028940333374 -2.449465351580475 False 0.13 Inputed -19.80662997379148 -19.702981370285343 """""" """""" """"""
-0.09397003564392939 0.4096254040624799 -10.23576173139621 18.60558698853278 6098.680482219019 212.5439529235955 42 22 22 45.98023149976507 86 True False 2020aett 114.64640833333331 -6.454716666666667 SNIa 0.081 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 114.64640833333331 -6.454716666666667 TNS 2020aett ZTF20adadrdh 2020aett SNIa 0.081 -0.1249540314440658 0.12970828849924487 -0.06603738874389364 -0.004033135148961975 0.12970828849924487 0.27724038618048397 7.346486076316886 7.346486076316886 38.63374542344818 38.63374542344818 59218.33714119997 59210.25273150019 18.122218603530854 18.122218603530854 18.41242439278857 0.6310571503596072 1.43767441045034 2.515357141351311 114.64707298 -6.45448858 0.006042224898490378 19.278479558086396 19.926508843135835 19.54469660720825 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.43767441045034 2.515357141351311 114.64707298 -6.45448858 0.006042224898490378 19.278479558086396 19.926508843135835 19.54469660720825 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.084409699775279 2.515357141351311 1.43767441045034 0.3818122359275833 1.7496013861465305 1.8042902396049811 1.1322722144196824 False 0.081 Inputed -19.40495896586075 -19.695164755118466 """""" """""" """"""
-0.09578239695989615 0.38749427308010437 -5.086272795465435 17.9707218709421 5102.611689600903 186.0298163416972 11 10 10 22.967268500011414 39 True False 2020htt 157.90993333333333 -17.852244444444445 SNIb 0.023 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 157.90993333333333 -17.852244444444445 TNS 2020htt ZTF20aavgmli 2020htt SNIb 0.023 0.08461624918788502 0.4326094750515743 0.16455074921846347 0.24906490037481177 0.4326094750515743 0.6368938949871961 21.71872996745173 21.71872996745173 1.2485385325596852 1.2485385325596852 58973.16950230021 58956.262500000186 17.741380810245868 17.848371878113312 17.741380810245868 0.8519169760390354 4.806342493011549 6.07990220347086 157.91145527 -17.85137632 0.002162276100372229 15.051911805129052 15.470969124722481 15.103076398515702 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7031224306876296 4.478385286923207 157.90926631 -17.85117467 0.025482371766061718 20.643424264192582 19.276175237584113 20.231727228069307 0.5 False False 0.3 0.7 1.5 0.02 8 3 16.907002300024033 6.07990220347086 4.806342493011549 0.3678927262067795 1.2649748144896198 -2.3774027533908306 -2.638304411730166 False 0.023 Inputed -17.31265115899898 -17.205660091131538 """""" """""" """"""
-0.1425205016746975 0.20252328173922154 -14.4334066966612 19.080710907911264 4819.8878312589 118.27931385109261 74 57 57 68.92593750031665 42 True True 2019kal 5.0026816666666 16.390964166666 SNII 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 5.0026816666666 16.390964166666 TNS 2019kal ZTF19abctxhf 2019kal SNII 0.05 0.32208786670083 1.0004767283964782 0.4712242974018679 0.6333955747740134 1.0004767283964782 1.4314061963227864 16.729066256313416 16.729066256313416 52.19687124400323 52.19687124400323 58681.42954860022 58661.47178239981 18.523176129629135 18.76086725572939 18.523176129629135 2.6786661652959127 3.883639776666783 8.327817658477796 5.0009493302907355 16.38935505595385 0.007014367884473405 16.600643242121933 17.183311401820184 16.80896208478451 0.9949999999999999 """""" """""" """""" """""" 3 False True all False False 0 0.7363816462797417 5.762363579669437 5.002532103285585 16.39255837921235 0.13894350593853388 22.332772066129444 23.0936182488966 22.025617687397002 0.16666666666666666 False False 0.3 0.7 1.5 0.02 8 3 19.95776620041579 8.327817658477796 3.883639776666783 0.37434931703567287 2.1443331867471302 -1.5775558539092067 -1.7142140448446241 False 0.05 Inputed -18.23136250154614 -17.993671375445885 """""" """""" """"""
-0.13501760475679736 0.3477443014928784 -8.424309617363155 19.31767021916001 5695.861966643178 166.94600871403708 36 16 16 33.99864580016583 54 True True 2020abra 46.21133333333333 -1.1805805555555555 SNIa 0.111 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 46.21133333333333 -1.1805805555555555 TNS 2020abra ZTF20acvbvyb 2020abra SNIa 0.111 -0.03534700934787338 0.32385041183355057 0.04618132751079074 0.13305352709103602 0.32385041183355057 0.5391981567496202 8.419221210127075 8.419221210127075 25.579424590038755 25.579424590038755 59197.23408559989 59188.21388889989 18.9465207221748 18.99810239397688 18.9465207221748 0.7198700680421979 2.006310593062575 2.9912627629612256 46.212120824840795 -1.180846122415965 0.002299672818560472 17.293815293211935 18.08744829574585 17.553978847231868 0.99 """""" """""" """""" """""" 0 False True all False False 0 2.006310593062575 2.9912627629612256 46.212120824840795 -1.180846122415965 0.002299672818560472 17.293815293211935 18.08744829574585 17.553978847231868 0.99 False False 0.3 0.7 1.5 0.02 8 3 9.020196700002998 2.9912627629612256 2.006310593062575 0.5334694485139835 1.4909270644856385 -0.9106540982310278 -1.392541874942932 False 0.111 Inputed -19.568729674356494 -19.517148002554414 """""" """""" """"""
-0.042158649619307084 0.2034050821771601 -9.741190427753097 17.838473760544915 5403.723935583085 119.83359974776812 39 26 26 58.93314820015803 184 True False 2019leu 286.31820791666 27.007089 SNII 0.016 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 286.31820791666 27.007089 TNS 2019leu ZTF19abfloxk 2019leu SNII 0.016 0.0797277848736968 0.6527300625356638 0.2053263355836954 0.34218824979458873 0.6527300625356638 1.0180192732154438 33.93983126629784 33.93983126629784 24.993316933860193 24.993316933860193 58680.20659720013 58674.30087959999 17.402043669381857 17.402043669381857 17.449841582296152 10.567685263439037 1.7022845562291011 2.877852589440889 286.31910226 27.00702473 0.0029518150672376287 17.927407500743865 17.715345910835268 18.351047707271576 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.7022845562291011 2.877852589440889 286.31910226 27.00702473 0.0029518150672376287 17.927407500743865 17.715345910835268 18.351047707271576 1.0 False False 0.3 0.7 1.5 0.02 8 3 5.905717600136995 2.877852589440889 1.7022845562291011 -0.6357017964363081 1.6905825638316925 0.31330224145341035 0.901206124975424 False 0.016 Inputed -16.81228684079942 -16.860084753713714 """""" """""" """"""
-0.11011447584356542 0.2912146119546296 -10.30136120178681 18.990578412062963 4704.003739385522 77.85750050755559 110 69 69 42.013993000146 48 True True 2021kum 171.622225 47.128461111111115 SNIIb 0.053 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 171.622225 47.128461111111115 TNS 2021kum ZTF21aaxxmvs 2021kum SNIIb 0.053 0.3816329723059937 1.5468450709253467 0.6213738573079794 0.8931173590530079 1.5468450709253467 2.3758830256150674 18.881205716963308 18.881205716963308 23.132787283182694 23.132787283182694 59353.18146990007 59335.202650499996 18.740768826984173 18.911171055422326 18.740768826984173 0.7208554284413827 0.45197265610506604 0.4897238125759645 171.622105142786 47.1283522274855 0.00043434242183659766 19.265010049636366 19.597896419938806 19.414683384236696 0.535 """""" """""" """""" """""" 0 False True all False False 0 0.45197265610506604 0.4897238125759645 171.622105142786 47.1283522274855 0.00043434242183659766 19.265010049636366 19.597896419938806 19.414683384236696 0.535 False False 0.3 0.7 1.5 0.02 8 3 17.978819400072098 0.4897238125759645 0.45197265610506604 0.18321303570211 1.083525310571272 0.6867253645164801 0.6739145572525231 False 0.053 Inputed -18.141829247150376 -17.971427018712223 """""" """""" """"""
-0.20500438235488055 0.28691337154444807 -7.031649316024329 18.08402366802557 5571.7939279698685 121.74071739137793 24 17 17 44.954328699968755 53 True False 2019ldf 334.93403916666 -12.30339 SNIa 0.056384 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 334.93403916666 -12.30339 TNS 2019ldf ZTF19abfvhlx 2019ldf SNIa 0.056384 0.003908918119350346 0.5363221264011102 0.12063355623413585 0.24781689583668864 0.5363221264011102 0.8754550338483931 10.09575129837243 10.09575129837243 34.85857740159633 34.85857740159633 58686.48101849994 58675.44409719994 17.691496143511905 17.691496143511905 17.856597106409446 3.1337408852172333 1.9226931054774423 0.7581403531837353 334.93422304 -12.30328011 0.00036890434470626676 15.527673734784127 16.708344381904602 15.866306467032432 0.96 """""" """""" """""" """""" 0 False True all False False 0 1.9226931054774423 0.7581403531837353 334.93422304 -12.30328011 0.00036890434470626676 15.527673734784127 16.708344381904602 15.866306467032432 0.96 False False 0.3 0.7 1.5 0.02 8 3 11.036921299993992 0.7581403531837353 1.9226931054774423 0.8420379148721704 0.3943116824125056 -0.9831517616073029 -1.9902906393770134 False 0.056384 Inputed -19.16211330887759 -19.32721427177513 """""" """""" """"""
-0.20415875127001398 0.4613553778103194 -14.919617477786417 17.16101884739981 7608.168091997498 265.6891302909854 28 9 9 11.98601849982515 89 True False 2016dto 261.58375 6.271917 Varstar 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 261.58375 6.271917 TNS 2016dto ZTF18ablwqqf 2016dto Varstar 0.0 -0.35627562383933764 -0.19875633189101194 -0.3194091618024757 -0.28090425119957274 -0.19875633189101194 -0.10938055773422306 -11.08635444669809 -11.08635444669809 23.072372946523238 23.072372946523238 59436.27003470017 59436.22591440007 17.225130811394383 17.225130811394383 17.572232424211407 3.8869565664490042 0.8490732185049503 0.8955450281949916 261.58398559 6.27200092 0.01036507323891589 21.80270428891182 23.059170377779008 21.91133045144081 0.30000000000000004 """""" """""" """""" """""" 0 False True all False False 0 0.8490732185049503 0.8955450281949916 261.58398559 6.27200092 0.01036507323891589 21.80270428891182 23.059170377779008 21.91133045144081 0.30000000000000004 False False 0.3 0.7 1.5 0.02 8 3 0.044120300095528364 0.8955450281949916 0.8490732185049503 1.1478399263381966 1.0547323937173156 5.834039566384625 4.339098027229404 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.0395860505817781 0.4916928414499793 -4.165374973633727 18.084507449363066 3926.9182019440004 347.40453032381356 171 22 22 68.97190969996154 98 True True 2019gwl 314.21959208333 -16.58589361111 SNII 0.030741 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 314.21959208333 -16.58589361111 TNS 2019gwl ZTF19aawlgne 2019gwl SNII 0.030741 0.4902889803930357 0.7167995327798664 0.5445454795679083 0.6003589422453288 0.7167995327798664 0.8399066905962833 38.85140564080957 38.85140564080957 30.120504059151976 30.120504059151976 58660.481805600226 58635.39813659992 17.540765977462037 18.510557283334723 17.540765977462037 4.724376862434358 3.5197690840073887 0.3812109727115566 314.2196225955215 -16.58579183700595 0.00021491168034126762 13.27129210174322 15.383052098133565 13.568609547698498 0.99 """""" """""" """""" """""" 0 False True all False False 0 3.5197690840073887 0.3812109727115566 314.2196225955215 -16.58579183700595 0.00021491168034126762 13.27129210174322 15.383052098133565 13.568609547698498 0.99 False False 0.3 0.7 1.5 0.02 8 3 25.083669000305235 0.3812109727115566 3.5197690840073887 1.814442550435066 0.10830567676829914 -3.1275051852011586 -3.9721564297635386 False 0.030741 Inputed -18.14741342441031 -17.177622118537624 """""" """""" """"""
-0.0509253539827582 0.46115107856518617 -9.092238914808238 18.862328581888786 5500.256552911211 172.95200022098322 46 26 26 61.78503469983116 43 True True 2019eoh 195.955625 38.28915 SNII 0.05007 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 195.955625 38.28915 TNS 2019eoh ZTF19aatqzim 2019eoh SNII 0.05007 0.014470709807675064 0.3731790307743239 0.09623984663910079 0.18312455984372633 0.3731790307743239 0.5866182128088511 11.966317097072492 11.966317097072492 49.81871760275867 49.81871760275867 58612.262002300005 58606.40274310019 18.456921001716594 18.456921001716594 18.629945833350064 4.764368858501597 4.575793431345758 10.446323256689853 195.9573551730935 38.28658563731855 0.003989092149322526 15.333456270146966 16.555343202589754 15.739978650955557 0.99 """""" """""" """""" """""" 2 False True all False False 0 0.7 5.083483856773796 195.957415116294 38.2890093073658 0.10273964538568403 22.225978449611663 23.602820419124363 22.85840746991992 0.5 False False 0.3 0.7 1.5 0.02 8 3 5.859259199816734 10.446323256689853 4.575793431345758 0.8153645516341967 2.2829534185544627 -1.9015777991268408 -2.889967182394507 False 0.05007 Inputed -18.12766656640776 -18.30069139804123 """""" """""" """"""
-0.005511115023080798 0.2869873152427283 -9.527191900308846 18.705731088099736 5591.438024101538 123.09702242657303 72 51 51 72.84871529974043 30 True True 2021lqt 216.08830416666666 55.74216944444444 SNII 0.04294 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 216.08830416666666 55.74216944444444 TNS 2021lqt ZTF21aazybsh 2021lqt SNII 0.04294 0.026017861008675425 0.560258633941281 0.14337820485369335 0.27108822913383435 0.560258633941281 0.8994311995521507 223.87633021344774 223.87633021344774 -151.0276149137073 -151.0276149137073 59349.2447106 59342.350208300166 18.510579532520513 18.510579532520513 18.526213776242624 2.957564028800303 1.8696857027110136 0.8604690891289897 216.0881012743805 55.742379410946796 0.0007684554441328428 16.54957588996023 17.56739538484573 16.870645241180657 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.8696857027110136 0.8604690891289897 216.0881012743805 55.742379410946796 0.0007684554441328428 16.54957588996023 17.56739538484573 16.870645241180657 1.0 False False 0.3 0.7 1.5 0.02 8 3 6.894502299837768 0.8604690891289897 1.8696857027110136 0.6967501436650743 0.4602212488876198 -0.9431841476747813 -1.6555685350619669 False 0.04294 Inputed -17.89413874225809 -17.9097729859802 """""" """""" """"""
-0.004322259685816697 0.4598506157901859 -12.503052575006414 18.561175145854016 5492.420715481739 151.73992516074165 76 52 52 70.8735994999297 68 True True 2021nip 244.21003333333326 12.642930555555555 SNII 0.033 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 244.21003333333326 12.642930555555555 TNS 2021nip ZTF21abcixor 2021nip SNII 0.033 0.058047131546661745 0.487508705252381 0.15477845004021873 0.25835977228028284 0.487508705252381 0.7485746783239478 174.16288483100834 174.16288483100834 -103.28928533107864 -103.28928533107864 59365.33283559978 59358.4001042 18.469088911546542 18.469088911546542 18.530760755021035 1.219730203628131 1.046241844140141 0.4795682385918087 244.209903214502 12.642970879177351 0.005606074442845332 20.696671822669508 21.253530839958188 20.9350942321229 0.9187500000000001 """""" """""" """""" """""" 0 False True all False False 0 1.046241844140141 0.4795682385918087 244.209903214502 12.642970879177351 0.005606074442845332 20.696671822669508 21.253530839958188 20.9350942321229 0.9187500000000001 False False 0.3 0.7 1.5 0.02 8 3 6.932731399778277 0.4795682385918087 1.046241844140141 0.31843660783528804 0.45837225998731124 2.7844419284116455 2.404333477101865 False 0.033 Inputed -17.312608058892444 -17.374279902366936 """""" """""" """"""
-0.1787232207946987 0.14907768860179704 -5.075024493714638 18.691471428375962 5503.379724713384 59.103307952772965 42 26 26 38.920682800002396 62 True True 2020tel 255.85804166666665 35.99966944444444 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 255.85804166666665 35.99966944444444 TNS 2020tel ZTF20abyzbxa 2020tel SNIa 0.08 0.060140793253818714 1.4334302182257375 0.3228019213261284 0.634447891084303 1.4334302182257375 2.5275459778854277 12.571093532988893 12.571093532988893 26.349589267013503 26.349589267013503 59113.17798609985 59106.18122689985 18.24679687125125 18.24679687125125 18.31661299259516 1.4395670293663343 1.7611948318577137 4.063844890612191 255.85720664246548 35.99876505644835 0.0010484129468917303 16.07003213460922 17.274837229987384 16.48475288680315 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.7611948318577137 4.063844890612191 255.85720664246548 35.99876505644835 0.0010484129468917303 16.07003213460922 17.274837229987384 16.48475288680315 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 6.996759200002998 4.063844890612191 1.7611948318577137 0.7900843431842333 2.3074363023911637 -0.9719596412638651 -1.8318601057920105 False 0.08 Inputed -19.473321029476217 -19.54313715082013 """""" """""" """"""
-0.18941088767790695 0.2558689411585182 -6.670367394352294 19.118344906961173 6058.273632615016 107.1918004014471 75 36 36 37.85254629980773 57 True False 2020zhd 106.33833749999998 18.225499999999997 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 106.33833749999998 18.225499999999997 TNS 2020zhd ZTF20acphbem 2020zhd SNIa 0.08 -0.09938379118348806 0.4714876943084576 0.02316373715525799 0.15851032685165833 0.4714876943084576 0.8480615493982242 10.512851062231883 10.512851062231883 27.339695237575846 27.339695237575846 59165.4426851999 59155.45593750011 18.565550213441792 18.565550213441792 18.764135471699618 0.6474361698419885 1.5130673893196585 0.7790410274823715 106.33811125 18.22547456 0.0024094757583936754 18.59509285583496 19.184749161052704 18.993566269659997 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.5130673893196585 0.7790410274823715 106.33811125 18.22547456 0.0024094757583936754 18.59509285583496 19.184749161052704 18.993566269659997 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.986747699789703 0.7790410274823715 1.5130673893196585 0.19118289139270672 0.5148753009822401 0.6191989476109114 0.22943079796037935 False 0.08 Inputed -19.02579855037176 -19.224383808629586 """""" """""" """"""
-0.1160319592044052 0.2622656211993861 -3.271586573553782 19.15990824819926 5115.989733187984 74.67136643969219 80 46 46 48.90695600025356 37 True True 2020scj 1.126 17.542911111111113 SNIa 0.103 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 1.126 17.542911111111113 TNS 2020scj ZTF20abwdwoa 2020scj SNIa 0.103 0.10478918018266015 1.1447809362606378 0.31548368568902063 0.55674722919359 1.1447809362606378 1.9014216901612784 20.311605290075732 20.311605290075732 28.595350710177826 28.595350710177826 59093.40131939994 59081.352858799975 18.83196693761397 18.83196693761397 18.86367164078968 0.6118669058117704 2.2200864327286802 0.6853672005498879 1.125837472907015 17.54302169742285 0.0016971901802171896 17.17773713712275 18.087671662160158 17.512648282788994 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.2200864327286802 0.6853672005498879 1.125837472907015 17.54302169742285 0.0016971901802171896 17.17773713712275 18.087671662160158 17.512648282788994 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.048460599966347 0.6853672005498879 2.2200864327286802 0.5750233793711637 0.3087119449252756 -0.7442952754538119 -1.3510233580006847 False 0.103 Inputed -19.48560490959315 -19.51730961276886 """""" """""" """"""
-0.10109331264312424 0.3347337973765091 -15.665011000205954 18.634992181700593 4093.1302580828487 210.52215196076804 55 16 16 44.840428200084716 65 True True 2019uhp 26.950974999999996 25.575419444444446 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 26.950974999999996 25.575419444444446 TNS 2019uhp ZTF19acshfvz 2019uhp SNIa 0.04 0.5296536458849275 0.9255617053458636 0.621900402312253 0.718521201377964 0.9255617053458636 1.1522112821959425 8.029830335224553 8.029830335224553 36.81059786486016 36.81059786486016 58814.17473379988 58801.30572920013 18.271064393919286 18.765768423021292 18.271064393919286 1.276707280545713 4.70910944851627 9.640717754843488 26.948775879878 25.57362037442215 0.00189608109861239 14.432188474588393 15.099246967267991 14.624532794709205 0.9949999999999999 """""" """""" """""" """""" 3 False True all False False 0 0.7 4.255827186085987 26.951505973923652 25.57650025285795 0.027674825854864915 20.876219937210085 21.684763602905274 21.355131777095796 0.06999999999999999 False False 0.3 0.7 1.5 0.02 8 3 12.869004599750042 9.640717754843488 4.70910944851627 0.47471417255878556 2.0472486061841377 -3.6665214557533012 -3.64653159921008 False 0.04 Inputed -17.993740493562132 -17.499036464460126 """""" """""" """"""
-0.1422252456611375 0.43248290634351927 -5.350514916779184 18.101207507407615 5527.840507109982 91.83300044335658 37 23 23 31.939560200087726 47 True False 2021iov 141.66182083333334 -7.087127777777778 SNIa 0.053944 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 141.66182083333334 -7.087127777777778 TNS 2021iov ZTF21aatjavc 2021iov SNIa 0.053944 0.015417451824816908 0.7689219786233821 0.1737783247513356 0.35102668925879144 0.7689219786233821 1.2844013845472553 13.479349168811964 13.479349168811964 18.46021103127576 18.46021103127576 59325.19076390006 59312.25445599994 17.877108050710195 17.877108050710195 17.976396452541852 0.610088109652257 4.166736983131334 5.047961183920982 141.66043158 -7.08738381 0.0023077678795413448 15.545078644347191 16.190302672481536 15.778160359072686 1.0 """""" """""" """""" """""" 1 False True all False False 0 1.2635274303453525 3.200504726143545 141.66242619 -7.08647242 0.010270618717189373 19.807708744692803 19.932257925987244 19.5894007486701 0.6666666666666666 False False 0.3 0.7 1.5 0.02 8 3 12.936307900119573 5.047961183920982 4.166736983131334 0.4121423134088502 1.2114902390904938 -1.6868053782286587 -2.1982360934691663 False 0.053944 Inputed -18.9450171198051 -19.04430552163676 """""" """""" """"""
-0.14940784669438967 0.24380345050632007 -6.606016629259216 18.320980242136713 5588.643093590665 153.26781934844342 25 13 13 67.8942824001424 41 True False 2020dcp 148.4392333333333 -4.992130555555556 SNIa 0.059 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 148.4392333333333 -4.992130555555556 TNS 2020dcp ZTF20aaosoct 2020dcp SNIa 0.059 -0.01990633617789328 0.3806693467477196 0.07026661873058515 0.16686393996074855 0.3806693467477196 0.6243564656088694 16.81877908072915 16.81877908072915 51.07550331941325 51.07550331941325 58912.252569399774 58898.27435189998 17.90296767231029 17.90296767231029 17.96281061693237 1.6980406742348124 1.2742889076484567 1.2329578189988397 148.43945213 -4.99186638 0.0012692384308861104 18.010520278191567 18.386879026031494 18.27541620117426 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.2742889076484567 1.2329578189988397 148.43945213 -4.99186638 0.0012692384308861104 18.010520278191567 18.386879026031494 18.27541620117426 0.99 False False 0.3 0.7 1.5 0.02 8 3 13.978217499796301 1.2329578189988397 1.2742889076484567 0.11146282485723447 0.967565370457561 0.4839113537212043 0.31260558424189 False 0.059 Inputed -19.155694228180693 -19.215537172802772 """""" """""" """"""
-0.09743670593168427 0.2280769723650211 -18.025327016880865 19.708783513226706 6391.573206999633 336.37075146799435 123 71 71 66.79939820012078 54 True True 2021uqv 8.166167 22.5489 TDE 0.106 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 8.166167 22.5489 TNS 2021uqv ZTF21abqhkjd 2021uqv TDE 0.106 -0.17442561082015118 -0.026349677837078644 -0.13919890876707797 -0.10279653445509851 -0.026349677837078644 0.05514856044091232 21.96620214379834 21.96620214379834 44.833196056322436 44.833196056322436 59449.25825229986 59424.43628469994 18.995505204835496 18.995505204835496 19.170640632190683 0.838074113094829 0.7761673418844808 0.1358244057532891 8.16618555198082 22.54893361417755 0.00032972372985995424 17.807632364699245 18.70968123734951 18.142007039568426 0.9650000000000002 """""" """""" """""" """""" 0 False True all False False 0 0.7761673418844808 0.1358244057532891 8.16618555198082 22.54893361417755 0.00032972372985995424 17.807632364699245 18.70968123734951 18.142007039568426 0.9650000000000002 False False 0.3 0.7 1.5 0.02 8 3 24.821967599913478 0.1358244057532891 0.7761673418844808 0.5676741977810842 0.17499371388587004 -0.28582396748598526 -1.0286335926222563 False 0.106 Inputed -19.24231709331456 -19.417452520669748 """""" """""" """"""
-0.1388857826189073 0.3906046618279887 -5.400918665005719 18.697273574064873 5709.858847463014 120.66051528091785 22 14 14 32.031782399863005 40 True False 2020men 211.22041666666664 -8.322780555555555 SNIa 0.075 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 211.22041666666664 -8.322780555555555 TNS 2020men ZTF20abeimho 2020men SNIa 0.075 -0.046046077191171264 0.4716887020512033 0.06717211613187857 0.1907397323905542 0.4716887020512033 0.802810797428684 10.361930658992764 10.361930658992764 21.669851740870243 21.669851740870243 59020.19545139978 59011.201180600096 18.39808118888 18.39808118888 18.565687945823925 1.4403660190842815 0.8852354946870525 0.3550527846057318 211.22037318 -8.3228693 0.015665718348125912 22.51106888676882 22.977150852966307 23.27 0.5 """""" """""" """""" """""" 0 False True all False False 0 0.8852354946870525 0.3550527846057318 211.22037318 -8.3228693 0.015665718348125912 22.51106888676882 22.977150852966307 23.27 0.5 False False 0.3 0.7 1.5 0.02 8 3 8.994270799681544 0.3550527846057318 0.8852354946870525 -0.29284914703369225 0.40108286070391885 4.579069664086308 4.704312054176075 False 0.075 Inputed -19.08171347752954 -19.249320234473466 """""" """""" """"""
-0.07311337051565571 0.3231872589125068 -17.088238399167476 19.332090047577047 5481.318714472194 178.17862233709013 98 72 72 70.9148610997945 35 True True 2021bql 227.14359999999996 60.86678888888889 SNII 0.073914 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 227.14359999999996 60.86678888888889 TNS 2021bql ZTF21aagtekf 2021bql SNII 0.073914 0.08024415058102718 0.4442548372381161 0.16354094275433084 0.25182740045124774 0.4442548372381161 0.6594044363360965 13.376617933574458 13.376617933574458 57.53824316622005 57.53824316622005 59263.468576400075 59248.452650499996 18.924119683461242 18.999708920753395 18.924119683461242 0.4809230520146334 2.9579709530771874 10.625671241645923 227.143786361586 60.86383870845775 0.002663992082894917 15.15064868712604 16.305917259949446 15.564780617313385 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.9579709530771874 10.625671241645923 227.143786361586 60.86383870845775 0.002663992082894917 15.15064868712604 16.305917259949446 15.564780617313385 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 15.01592590007931 10.625671241645923 2.9579709530771874 0.7411366426360608 3.5922162219314564 -2.6937916608039494 -3.3593390661478573 False 0.073914 Inputed -18.691086059442913 -18.61549682215076 """""" """""" """"""
-0.11282051007802914 0.3534628801984683 -11.21723819665107 18.911831076761025 5807.007724665005 149.410186894984 26 10 10 25.008414399810135 39 True True 2019klk 183.66023708333 65.447702222222 SNII 0.058 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 183.66023708333 65.447702222222 TNS 2019klk ZTF19abddsvk 2019klk SNII 0.058 -0.028355635045933525 0.38134299396952187 0.06360468222648308 0.1623010757803094 0.38134299396952187 0.6318404937192881 7.00709245921842 7.00709245921842 18.001321940591716 18.001321940591716 58676.20291669993 58667.196562500205 18.541749406502902 18.61953417349288 18.541749406502902 3.118155384963595 3.254126338558003 4.065650013241258 183.6620341806135 65.44854946947726 0.0028381009444573557 16.446079366678596 17.10135498120308 16.672584727511406 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.254126338558003 4.065650013241258 183.6620341806135 65.44854946947726 0.0028381009444573557 16.446079366678596 17.10135498120308 16.672584727511406 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 9.00635419972241 4.065650013241258 3.254126338558003 0.428770253691674 1.2493829649659098 -1.5181791922898 -1.8691646789914955 False 0.058 Inputed -18.53913415246477 -18.46134938547479 """""" """""" """"""
-0.15859245828397275 0.40858027207620223 -7.568238370375251 18.903917763530636 5630.297646670049 141.00163735662295 39 17 17 23.973240700084716 35 True True 2020zgk 32.359404166666664 23.12581388888889 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 32.359404166666664 23.12581388888889 TNS 2020zgk ZTF20acpkzxq 2020zgk SNIa 0.09 -0.01569844331745429 0.42647696902292864 0.08294763765346502 0.18923659595630227 0.42647696902292864 0.6997417250884084 9.092627654624486 9.092627654624486 14.88061304546023 14.88061304546023 59175.2989236 59164.28187499987 18.60230049323449 18.60230049323449 18.665959315428008 0.4581647711241909 1.3316989464432705 1.9455391339325314 32.358910898595354 23.1255201541768 0.0003930996348417981 16.06541316583872 17.360137631168364 16.50522749180317 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.3316989464432705 1.9455391339325314 32.358910898595354 23.1255201541768 0.0003930996348417981 16.06541316583872 17.360137631168364 16.50522749180317 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 11.017048600129783 1.9455391339325314 1.3316989464432705 0.8549101393651952 1.460945162665119 -1.2421628620661274 -2.1607318236248396 False 0.09 Inputed -19.384425329751227 -19.448084151944744 """""" """""" """"""
-0.13167882206540438 0.24948450526325794 -10.641055859039625 18.99306533572386 3814.1139666721056 244.21647471752868 62 39 39 59.906782399863005 36 True True 2021pnp 244.1109166666666 36.740611111111114 SNIIb 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 244.1109166666666 36.740611111111114 TNS 2021pnp ZTF21abfoace 2021pnp SNIIb 0.03 0.6065805694223805 0.9566519263762991 0.6889822828225682 0.7747204457183727 0.9566519263762991 1.1533130649405052 17.892731668962078 17.892731668962078 42.01405073090093 42.01405073090093 59394.28873840021 59376.298472200055 18.52147882695684 19.05293190465801 18.52147882695684 1.0014553341631338 2.2654979073108152 2.023472084165618 244.11072692063 36.74006999321625 0.005323197815297442 18.422866235613824 19.006633783781528 18.55508300305098 0.9550000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.2654979073108152 2.023472084165618 244.11072692063 36.74006999321625 0.005323197815297442 18.422866235613824 19.006633783781528 18.55508300305098 0.9550000000000001 False False 0.3 0.7 1.5 0.02 8 3 17.99026620015502 2.023472084165618 2.2654979073108152 0.4515507807305461 0.8931688162835312 -0.04629812087648233 0.03360417609414057 False 0.03 Inputed -17.113318626668487 -16.58186554896732 """""" """""" """"""
-0.01823673934784915 0.37444788095823045 -18.655085306434938 18.749860282124576 4508.727368564635 165.04966118482125 70 55 55 73.0197221999988 37 True False 2020qta 44.773112499999996 27.182069444444444 SNII 0.03616 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 44.773112499999996 27.182069444444444 TNS 2020qta ZTF20abpuxna 2020qta SNII 0.03616 0.4225593486688517 0.9125095934671634 0.5344017214245405 0.6531147290049937 0.9125095934671634 1.203671122535031 59.249700764024695 59.249700764024695 13.770021435974101 13.770021435974101 59085.47726849979 59061.436423600186 18.52965448245882 18.737344678416324 18.52965448245882 0.7033157613264821 1.2104050023721766 0.021992174473569607 44.77310571 27.18206853 0.00020075033955813115 15.99491632809639 16.599034018325806 16.16796556148529 0.82 """""" """""" """""" """""" 0 False True all False False 0 1.2104050023721766 0.021992174473569607 44.77310571 27.18206853 0.00020075033955813115 15.99491632809639 16.599034018325806 16.16796556148529 0.82 False False 0.3 0.7 1.5 0.02 8 3 24.040844899602234 0.021992174473569607 1.2104050023721766 0.4310684568405172 0.01816926931933435 -2.138310660090518 -2.3616889209735312 False 0.03616 Inputed -17.513967599838715 -17.30627740388121 """""" """""" """"""
-0.19696603584267536 0.4159714169487282 -6.349287298475417 18.210427089176886 5061.623268913424 220.25595735727276 11 5 5 23.975046299863607 47 True False 2019bge 37.459425 32.053386694444 SNIa 0.063 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 37.459425 32.053386694444 TNS 2019bge ZTF19aahsclk 2019bge SNIa 0.063 0.09849245962731601 0.39014176428441516 0.16638344878136735 0.2375442661368048 0.39014176428441516 0.5572617393739243 9.072734436532548 9.072734436532548 14.90231186333106 14.90231186333106 58534.133333299775 58523.16456020018 18.130786868707055 18.130786868707055 18.190607589232435 0.20641389491423257 2.0387194171132754 0.8145819817723853 37.45917197 32.05331453 0.0004283261296935681 15.568715726017953 16.69813018732071 16.0094902043581 0.99 """""" """""" """""" """""" 0 False True all False False 0 2.0387194171132754 0.8145819817723853 37.45917197 32.05331453 0.0004283261296935681 15.568715726017953 16.69813018732071 16.0094902043581 0.99 False False 0.3 0.7 1.5 0.02 8 3 10.968773099593818 0.8145819817723853 2.0387194171132754 0.6886399829626093 0.3995557088114619 -1.4326566813863444 -2.1811173848743337 False 0.063 Inputed -19.07233221857154 -19.13215293909692 """""" """""" """"""
-0.16002250804103457 0.363074564924296 -7.595156349192999 18.51904876784385 5560.774713078734 51.67285529191102 66 30 30 26.860057899728417 64 True True 2020jbl 255.33902499999996 32.785888888888884 SNIa 0.0699 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 255.33902499999996 32.785888888888884 TNS 2020jbl ZTF18aangpkx 2020jbl SNIa 0.0699 0.1341423956694463 1.870903635039447 0.454652469523527 0.8431050236256326 1.870903635039447 3.3348070463777972 11.70847157639027 11.70847157639027 15.151586323338147 15.151586323338147 58985.422974499874 58972.450625000056 18.273158108588774 18.273158108588774 18.287647998775725 1.7559202071308757 2.2833740169561954 1.241008634669954 255.33879184107502 32.7856053180998 0.00033296349230915734 14.896642408381105 16.13337538842082 15.329729251553417 0.97 """""" """""" """""" """""" 0 False True all False False 0 2.2833740169561954 1.241008634669954 255.33879184107502 32.7856053180998 0.00033296349230915734 14.896642408381105 16.13337538842082 15.329729251553417 0.97 False False 0.3 0.7 1.5 0.02 8 3 12.972349499817938 1.241008634669954 2.2833740169561954 0.8036461368674033 0.5434977473923677 -2.139782720167954 -2.9579187472223083 False 0.0699 Inputed -19.204364932525387 -19.218854822712338 """""" """""" """"""
-0.1969958120345173 0.1532871989926386 -8.419309435015181 19.32514330440858 5546.913218253364 90.89649022900468 35 30 30 45.01959489984438 99 True True 2019gxt 310.31461749999 16.184143 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 310.31461749999 16.184143 TNS 2019gxt ZTF19aavvozj 2019gxt SNIa 0.1 0.05855021494268797 0.8456294640711235 0.22389742250017264 0.40900261838839924 0.8456294640711235 1.3847286497569087 13.080231802402942 13.080231802402942 31.939363097441436 31.939363097441436 58645.42236110009 58633.44303240022 18.788089822598508 18.788089822598508 18.798503545771293 0.8723441405190426 1.7449020022844468 1.9952437635650886 310.3140435665525 16.184201022215348 0.0013321754623403237 17.151504647197722 18.154538790836334 17.48365235707283 0.9850000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.7449020022844468 1.9952437635650886 310.3140435665525 16.184201022215348 0.0013321754623403237 17.151504647197722 18.154538790836334 17.48365235707283 0.9850000000000001 False False 0.3 0.7 1.5 0.02 8 3 11.979328699875623 1.9952437635650886 1.7449020022844468 0.6708864337635028 1.143470384556205 -0.633551031762174 -1.3148511886984622 False 0.1 Inputed -19.485238552699634 -19.49565227587242 """""" """""" """"""
-0.17243533589653975 0.09541563987896368 -14.061675595940098 17.71534865871361 5031.408844832568 99.57886408233315 105 55 55 66.88376160012558 37 True True 2020tkp 359.5440499999999 22.770125 SNIa 0.035 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 359.5440499999999 22.770125 TNS 2020tkp ZTF20abzbfct 2020tkp SNIa 0.035 0.28239815265573753 1.095695298713519 0.4567703817965061 0.6494241684501567 1.095695298713519 1.6350713965900994 20.500254414708394 20.500254414708394 46.38350718541719 46.38350718541719 59127.274791699834 59106.33833329985 17.090050243586553 17.202419375779836 17.090050243586553 3.4511377819704574 2.397308996797312 3.0538288451011413 359.54486097559 22.770525533453352 0.0008561583925473792 15.657351545271874 16.0743826175642 15.80051969585657 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.397308996797312 3.0538288451011413 359.54486097559 22.770525533453352 0.0008561583925473792 15.657351545271874 16.0743826175642 15.80051969585657 1.0 False False 0.3 0.7 1.5 0.02 8 3 20.936458399984986 3.0538288451011413 2.397308996797312 0.2738629217076305 1.2738569993191982 -1.1280367582156359 -1.2895305477299832 False 0.035 Inputed -18.882154451773815 -18.76978531958053 """""" """""" """"""
-0.1300618401941529 0.3663694940174751 -6.2961284450434665 19.473593990866384 5895.775863272409 185.96612282356193 53 16 16 16.96807869989425 20 True False 2020vst 4.678116666666666 -26.238691666666668 SNIa 0.12 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 4.678116666666666 -26.238691666666668 TNS 2020vst ZTF20achrgub 2020vst SNIa 0.12 -0.10085991646835524 0.20071900668359888 -0.031820547632460006 0.04133692102569597 0.20071900668359888 0.37877064305614283 9.271910717770588 9.271910717770588 7.696167982123662 7.696167982123662 59136.230682900175 59128.382916700095 19.001712374666422 19.001712374666422 19.178418677275957 0.5516998024185289 0.2652486285090254 21.458080908879378 4.67830839 -26.23273357 0.25250445950780953 19.830502517801524 22.39512492659092 21.303890227115154 0.11000000000000001 """""" """""" """""" """""" 2 False True all False False 0 0.38150800229975146 10.683900249675984 4.68096815 -26.23718641 0.03219717397273658 18.784289617460967 20.589834661453963 19.46370460165739 0.0 False False 0.3 0.7 1.5 0.02 8 3 7.847766200080514 0.0 0.0 0.0 0.0 4.638287625333579 4.091581322724043 True 0.12 Inputed -19.51002464847856 -19.686730951088094 """""" """""" """"""
-0.14609860177378772 0.37559626595604756 -4.397769198197027 18.56764502980823 5887.632406521725 206.50612611504448 25 11 11 20.010740699712187 54 True True 2020arj 355.5687583333333 33.07115 SNIa 0.068 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 355.5687583333333 33.07115 TNS 2020arj ZTF20aahidaa 2020arj SNIa 0.068 -0.11471043110898549 0.1505467479831566 -0.053469243692532586 0.01106815268000716 0.1505467479831566 0.30479087507598024 11.313383899017136 11.313383899017136 8.69735680069505 8.69735680069505 58881.13290510001 58872.12435190007 18.194745311662494 18.194745311662494 18.328652519811147 0.6202944984894346 1.48957556410403 0.7803060518946574 355.568616056108 33.0709689859439 0.0012056644733186017 17.721413895218372 18.25033288074255 17.954520326123237 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.48957556410403 0.7803060518946574 355.568616056108 33.0709689859439 0.0012056644733186017 17.721413895218372 18.25033288074255 17.954520326123237 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.008553199935704 0.7803060518946574 1.48957556410403 0.2958125546193138 0.523844557267564 0.05558756908005691 -0.3741321936879096 False 0.068 Inputed -19.1025914821579 -19.236498690306554 """""" """""" """"""
-0.1432703322632896 0.23106761723109837 -9.296578715017777 18.614755922488516 5409.432152448375 123.75393656809663 49 41 41 69.91194449970499 132 True False 2021icu 301.14543749999996 51.72833333333333 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 301.14543749999996 51.72833333333333 TNS 2021icu ZTF21aaskyvp 2021icu SNIa 0.1 0.06936211127477776 0.6171324971580034 0.1899021302910917 0.3209235193753486 0.6171324971580034 0.963954968138367 12.906902490353792 12.906902490353792 57.00504200935119 57.00504200935119 59320.45116900001 59308.4734259001 18.178269503231476 18.178269503231476 18.19155652973968 2.870469045367319 1.3724712725563877 0.7590210494435253 301.14515297 51.7282176 0.003315130289015644 19.259807049131393 19.928911096096037 19.577586445760726 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.3724712725563877 0.7590210494435253 301.14515297 51.7282176 0.003315130289015644 19.259807049131393 19.928911096096037 19.577586445760726 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.977743099909276 0.7590210494435253 1.3724712725563877 0.3513246503353109 0.5530323764298252 1.750641592864561 1.3860299160210445 False 0.1 Inputed -20.092185568731246 -20.10547259523945 """""" """""" """"""
-0.20546496761180727 0.2577935163414554 -25.077743219358034 13.838500147525666 4544.987462522337 691.6925021789696 40 32 32 67.96186339994892 57 True True 2020ftl 185.01570833333332 5.343288888888889 SNIa 0.0073 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 185.01570833333332 5.343288888888889 TNS 2020ftl ZTF20aaumsrr 2020ftl SNIa 0.0073 0.27699403677363676 0.37493135804081135 0.30094407263711354 0.325247672842778 0.37493135804081135 0.4260771708311921 -18.436558826102996 -18.436558826102996 86.39842222605192 86.39842222605192 58955.29603009997 58955.25254630018 14.15135333762719 14.15135333762719 14.250407456602966 98.04265423610202 6.586938316027672 7.0442684588318 185.01547606507052 5.341345861510325 0.000811090758694899 13.042982552096843 13.92358347761631 13.298009539354442 0.99 """""" """""" """""" """""" 0 False True all False False 0 6.586938316027672 7.0442684588318 185.01547606507052 5.341345861510325 0.000811090758694899 13.042982552096843 13.92358347761631 13.298009539354442 0.99 False False 0.3 0.7 1.5 0.02 8 3 0.043483799789100885 7.0442684588318 6.586938316027672 0.6255739382618675 1.06942985054093 -0.22776986001088062 -0.9523979172485237 False 0.0073 Inputed -18.302839400512358 -18.40189351948813 """""" """""" """"""
-0.02774369728616517 0.3379219701002158 -16.049487573429655 18.799979916168315 5244.1119299564725 330.5408680076542 118 30 30 72.95363430026919 75 True False 2020oio 257.76525 6.736330555555556 AGN 0.257 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 257.76525 6.736330555555556 TNS 2020oio ZTF20abgxlut 2020oio AGN 0.257 0.07576993639791851 0.2610112101363846 0.11991999232990125 0.16548791623804604 0.2610112101363846 0.3626149046821503 68.0925562200663 68.0925562200663 4.861078080202891 4.861078080202891 59067.287766200025 59022.25155089982 18.568364325970432 18.602466486311428 18.568364325970432 0.46817146953804367 0.832894578874247 0.18166868649948592 257.76522361 6.73637368 0.0018584360431120883 19.893200763821604 20.526991295433046 20.16680072526932 0.09 """""" """""" """""" """""" 0 False True all False False 0 0.832894578874247 0.18166868649948592 257.76522361 6.73637368 0.0018584360431120883 19.893200763821604 20.526991295433046 20.16680072526932 0.09 False False 0.3 0.7 1.5 0.02 8 3 45.036215300206095 0.18166868649948592 0.832894578874247 0.36019057016372713 0.2181172637058487 1.9245248091216176 1.5984363992988868 False 0.257 Inputed -21.822956457701114 -21.788854297360118 """""" """""" """"""
-0.20348313664071088 0.2560200294091173 -9.67135574832198 18.223278521927693 5440.025584757349 122.7217978880031 20 18 18 57.923680500127375 113 True True 2019brd 150.78005708333 3.3516855 SNIa 0.058 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 150.78005708333 3.3516855 TNS 2019brd ZTF19aamgnnr 2019brd SNIa 0.058 0.06657177575107553 0.6186488500377791 0.18792149114926104 0.3199192809341831 0.6186488500377791 0.9688792520974161 13.102723235714588 13.102723235714588 44.82095726441278 44.82095726441278 58556.34109950019 58540.262905099895 17.80974576357065 17.80974576357065 17.93265388146347 4.606794529951343 4.338147051178918 8.919292894969942 150.78216172669 3.350372480430865 0.001825701626539833 14.59256351827979 16.77034359249592 15.070755579725503 0.9800000000000001 """""" """""" """""" """""" 1 False True all False False 0 0.7 6.68359069938856 150.781734910871 3.35248631727746 0.25521478510500184 22.86130625647068 23.15419864280939 22.606178056197166 0.15 False False 0.3 0.7 1.5 0.02 8 3 16.078194400295615 8.919292894969942 4.338147051178918 1.6995880127704162 2.0560144203839448 -1.0394021710747303 -2.861898301737966 False 0.058 Inputed -19.1482296775042 -19.27113779539702 """""" """""" """"""
-0.17081777593130992 0.18189672399407236 -10.471528601093222 18.347949064864313 3975.790060530794 139.26530634974517 34 29 29 62.9903703997843 71 True True 2020hoi 183.44069583333334 24.35598888888889 SNIb 0.02091 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 183.44069583333334 24.35598888888889 TNS 2020hoi ZTF18aakkrjm 2020hoi SNIb 0.02091 0.5871544418648362 1.23345611656719 0.7324502903696448 0.8881804851513735 1.23345611656719 1.628458339792335 16.468770211418168 16.468770211418168 46.52160018836613 46.52160018836613 58971.211064800154 58954.24815970007 17.770849960680103 18.38137195888447 17.770849960680103 5.384464062134186 2.411587594940744 0.1668420979269047 183.4407048517015 24.35603449988745 0.0006966824339290634 15.816910629011392 16.64812428441763 16.092694561043977 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.411587594940744 0.1668420979269047 183.4407048517015 24.35603449988745 0.0006966824339290634 15.816910629011392 16.64812428441763 16.092694561043977 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 16.962905100081116 0.1668420979269047 2.411587594940744 0.5554297233736527 0.0691835114249724 -1.7332476744668384 -1.6781553996361254 False 0.02091 Inputed -17.075166169544044 -16.46464417133968 """""" """""" """"""
-0.015600178937920973 0.32504441995610117 -20.78829319519439 19.73492881068188 4756.3921337156235 214.85007884641948 14 14 14 69.94027779996395 50 True True 2019aafj 222.16583333333332 30.678 SNIIn 0.113 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 222.16583333333332 30.678 TNS 2019aafj ZTF19abqmuns 2019aafj SNIIn 0.113 0.3019119766534004 0.6435646200266589 0.3814849458637397 0.46485775769993154 0.6435646200266589 0.8392208184272754 121.18919864416085 121.18919864416085 -51.24892084419691 -51.24892084419691 58761.11126160016 58691.1709838002 19.5237167146136 19.87531468442345 19.5237167146136 0.32070720797223967 0.9365333767827247 3.4125537239238226 222.16592743142849 30.67894447068575 0.00463437696535296 18.87895433262348 19.65896871596098 19.16765963301003 1.0 """""" """""" """""" """""" 0 False True all False False 0 0.9365333767827247 3.4125537239238226 222.16592743142849 30.67894447068575 0.00463437696535296 18.87895433262348 19.65896871596098 19.16765963301003 1.0 False False 0.3 0.7 1.5 0.02 8 3 69.94027779996395 3.4125537239238226 0.9365333767827247 0.4913090829509521 3.643814314068524 -0.21634596846246978 -0.35605708160356997 False 0.113 Inputed -19.031185900640335 -18.679587930830483 """""" """""" """"""
-0.12387965244550642 0.3873254233443654 -8.075539077621219 18.216083433392445 4782.533342140876 116.05067796121676 18 10 10 31.830428199842572 58 True True 2019yfv 138.55866124999 -1.200803611111 SNIb 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 138.55866124999 -1.200803611111 TNS 2019yfv ZTF20aaaxghv 2019yfv SNIb 0.04 0.24828555129248642 0.9123496395428106 0.3937306680197423 0.55227369044513 0.9123496395428106 1.3367392778472045 2.55401456501433 2.55401456501433 29.27641363482824 29.27641363482824 58852.435555600096 58849.46254630014 18.13547137882784 18.22838581269768 18.13547137882784 5.961439364102881 0.4101197419061107 5.351686996911181 138.56012694948998 -1.201053786856275 0.008168380981342538 18.758879234650134 21.049071996564866 20.08527512030363 0.215 """""" """""" """""" """""" 2 False True all False False 0 0.7 1.2852892475452895 138.558968686683 -1.20098524507496 0.013459202289062056 22.175134183733462 22.75827141134739 22.0932852307415 0.26666666666666666 False False 0.3 0.7 1.5 0.02 8 3 2.973009299952537 5.351686996911181 0.4101197419061107 0.9637968762612346 13.049084084658256 2.820686183867185 1.9498037414757903 False 0.04 Inputed -18.129333508653577 -18.036419074783737 """""" """""" """"""
-0.04987372937178168 0.2664025097214462 -11.324977743253518 19.410097890716514 5395.268393279838 153.25878926394168 104 55 55 67.05520830024034 45 True False 2020mst 281.79392083333335 60.49678611111111 SNII 0.059 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 281.79392083333335 60.49678611111111 TNS 2020mst ZTF20abfcdkj 2020mst SNII 0.059 0.07135742599836803 0.5000394167703881 0.16803762107676334 0.2714775666386551 0.5000394167703881 0.7600521945169376 28.335434729249833 28.335434729249833 38.719773570990505 38.719773570990505 59026.38873839984 59013.25024309987 19.066889352423306 19.066889352423306 19.087443870662394 1.7635074752833182 2.1499812419517736 10.472269659364514 281.79190199 60.49405234 0.0030226911644810617 15.505711025309562 16.654863398551942 15.883609199404717 0.96 """""" """""" """""" """""" 1 False True all False False 0 0.678440574493188 9.729083873370737 281.79391092 60.49948863 0.4168339963762412 22.69965634380579 23.675779740047457 23.793501641130447 0.0 False False 0.3 0.7 1.5 0.02 8 3 13.138495299965143 10.472269659364514 2.1499812419517736 0.7712541991472257 4.870865594091271 -2.412025953871364 -3.2038346712576775 False 0.059 Inputed -18.031060974450668 -18.051615492689756 """""" """""" """"""
-0.20903525314984894 0.19381243790115604 -6.483114134065414 15.994910188446262 5341.059508688259 149.18283038024998 105 51 51 74.88453699974343 82 True False 2020vey 60.31729166666666 31.734197222222225 SNIa 0.01787 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 60.31729166666666 31.734197222222225 TNS 2020vey ZTF20achtzug 2020vey SNIa 0.01787 0.04255090089438873 0.47552919641660907 0.1398699577980338 0.2442224731140854 0.47552919641660907 0.739692128524787 14.36994406403632 14.36994406403632 60.514592935707114 60.514592935707114 59143.38283560006 59130.37947920011 15.420052603456936 15.420052603456936 15.555776545347806 16.941657579498404 5.4318921994147855 9.570675416337059 60.31908605 31.73202038 0.0013648675758125561 13.810711663436889 14.584197634410858 14.099477875041961 1.0 """""" """""" """""" """""" 6 False True all False False 0 1.39325810398307 2.6010248102831146 60.31801447 31.73457684 0.0005146225642810309 16.039135333251952 17.371174342536925 16.82314638414383 0.0375 False False 0.3 0.7 1.5 0.02 8 3 13.003356399945915 9.570675416337059 5.4318921994147855 0.4847197593688968 1.761941339220276 -0.8358549690460784 -1.456298670305845 False 0.01787 Inputed -18.947413542573358 -19.083137484464224 """""" """""" """"""
-0.17104506422880872 0.2602656524300583 -5.68630499340256 18.819476175986814 4271.550607235087 155.97168257054423 20 20 20 35.927546199876815 46 True True 2021ugl 246.98202499999996 20.253166666666665 SNIIb 0.0412 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 246.98202499999996 20.253166666666665 TNS 2021ugl ZTF21abotose 2021ugl SNIIb 0.0412 0.3826552318995162 0.8934799124812898 0.49859424740371594 0.6221142695813455 0.8934799124812898 1.200180964947446 9.14246254363869 9.14246254363869 26.785083656238125 26.785083656238125 59441.17291670013 59434.21372690005 18.391114277360302 18.724349400034207 18.391114277360302 1.4842332201181647 0.8438054614944737 0.24814372985512917 246.982047565027 20.2531010692786 0.0003528911606971441 17.65897879485607 18.336638177251814 17.911808545384407 0.8400000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.8438054614944737 0.24814372985512917 246.982047565027 20.2531010692786 0.0003528911606971441 17.65897879485607 18.336638177251814 17.911808545384407 0.8400000000000001 False False 0.3 0.7 1.5 0.02 8 3 6.959189800079912 0.24814372985512917 0.8438054614944737 0.4248296318674072 0.294076942113694 -0.3877112227823929 -0.4793057319758951 False 0.0412 Inputed -17.938505592863528 -17.605270470189623 """""" """""" """"""
-0.22030215939064973 0.24305885771555685 -5.583826760698496 18.3921451195201 5824.317958913219 151.64562418364528 39 20 20 31.87537040002644 57 True False 2021udw 345.58547916666663 37.17579722222222 SNIa 0.063 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 345.58547916666663 37.17579722222222 TNS 2021udw ZTF21abpamxn 2021udw SNIa 0.063 -0.08180345589853033 0.304058569291346 0.004835016712362972 0.09780117713575365 0.304058569291346 0.5398082551899606 5.7562987739458 5.7562987739458 26.11907162608064 26.11907162608064 59428.32871530019 59423.409097199794 17.851198173175867 17.851198173175867 17.998270019714255 1.9906639742571512 1.9921527749522498 1.4521680631555305 345.58501641 37.17563363 0.000878244209057133 16.462157651519775 17.597348716306687 16.83195552177429 0.7899999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.9921527749522498 1.4521680631555305 345.58501641 37.17563363 0.000878244209057133 16.462157651519775 17.597348716306687 16.83195552177429 0.7899999999999999 False False 0.3 0.7 1.5 0.02 8 3 4.9196181003935635 1.4521680631555305 1.9921527749522498 0.7653931945323968 0.7289441258792703 -0.2538494568691796 -1.1663144979399647 False 0.063 Inputed -19.26466978808972 -19.411741634628108 """""" """""" """"""
-0.09646348554733822 0.3954836274393413 -15.183983673028797 18.67601153322969 5404.087838924057 109.8938625821573 51 26 26 28.01888890005648 36 True True 2019iay 200.27058333333 8.1685055 SNIIn 0.0406 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 200.27058333333 8.1685055 TNS 2019iay ZTF19abandzh 2019iay SNIIn 0.0406 0.16404681965144974 0.8358593441931248 0.3098507056418569 0.46972489790616834 0.8358593441931248 1.2717811100780771 12.448619189491945 12.448619189491945 15.570269710564537 15.570269710564537 58676.19149310002 58658.175439800136 18.41268353707898 18.48717642697841 18.41268353707898 0.9984284549071727 3.092081774300891 8.28324107027948 200.2727095048005 8.169435451517035 0.004982578510291491 16.40399804975629 16.825471131901743 16.71845440179944 1.0 """""" """""" """""" """""" 1 False True all False False 0 1.2131314744639288 3.461822666028628 200.269696916768 8.168112008648015 0.02563559743058863 20.92697639777601 21.55170015036106 21.437791832669973 0.43 False False 0.3 0.7 1.5 0.02 8 3 18.016053299885243 8.28324107027948 3.092081774300891 0.10701673010230195 2.6788557596127265 -1.6617052950766684 -1.6942291352795387 False 0.0406 Inputed -17.88476622510465 -17.810273335205217 """""" """""" """"""
-0.1410887476838118 0.3489849940106743 -5.857243232457517 19.695509834050263 6105.244787806463 199.2150654533006 53 25 25 22.985509200021625 70 True True 2021nsi 315.9448458333333 -0.9600805555555555 SNIa 0.13 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 315.9448458333333 -0.9600805555555555 TNS 2021nsi ZTF21abczuub 2021nsi SNIa 0.13 -0.1488917410572057 0.11893984585802997 -0.08727780010627839 -0.022195766244688997 0.11893984585802997 0.2756868697324997 6.548440871841265 6.548440871841265 16.43706832818036 16.43706832818036 59364.40032410016 59359.45608799998 19.14381026458423 19.14381026458423 19.398241263016903 0.49440976730101294 0.7035098781350896 0.20166143582924198 315.944789827844 -0.9600790799490165 0.011505239591300676 22.731983297307494 22.883455782432556 23.392353282699585 0.11666666666666665 """""" """""" """""" """""" 0 False True all False False 0 0.7035098781350896 0.20166143582924198 315.944789827844 -0.9600790799490165 0.011505239591300676 22.731983297307494 22.883455782432556 23.392353282699585 0.11666666666666665 False False 0.3 0.7 1.5 0.02 8 3 4.9442361001856625 0.20166143582924198 0.7035098781350896 -0.5088975002670288 0.28665046802728544 3.739645517848327 3.9941120196826816 False 0.13 Inputed -19.468241992805492 -19.722672991238166 """""" """""" """"""
-0.2269117094841801 0.1444534976375813 -9.31813222567282 17.389337961028485 5795.3313003986295 82.2136686011477 40 34 34 63.043738399632275 43 True False 2019ibb 23.421551666666 38.021419611111 SNIa 0.038 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 23.421551666666 38.021419611111 TNS 2019ibb ZTF19abasxkg 2019ibb SNIa 0.038 0.02619564895818982 0.897729724084364 0.20575379653849524 0.40925537256413946 0.897729724084364 1.513927821162092 10.26585978982641 10.26585978982641 52.77787860980587 52.77787860980587 58669.467164400034 58658.409826400224 16.68469552456289 16.68469552456289 16.850062324469704 10.382272544884698 1.8442379339528894 0.07977685363385083 23.42157744 38.02142849 0.00029810528253704227 15.406415637898444 16.435838546466826 15.730178703165054 0.82 """""" """""" """""" """""" 0 False True all False False 0 1.8442379339528894 0.07977685363385083 23.42157744 38.02142849 0.00029810528253704227 15.406415637898444 16.435838546466826 15.730178703165054 0.82 False False 0.3 0.7 1.5 0.02 8 3 11.057337999809533 0.07977685363385083 1.8442379339528894 0.7056598433017722 0.04325735425193174 -0.24885697809606455 -1.1198836213046501 False 0.038 Inputed -19.30230832642389 -19.467675126330704 """""" """""" """"""
-0.03335379783043945 0.45092166322538324 -21.876630742395985 18.880120900266224 4607.319820954677 346.8073276853951 571 44 44 71.7698148000054 55 True True 2021ued 350.4224291666667 26.485966666666666 SNII 0.031 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 350.4224291666667 26.485966666666666 TNS 2021ued ZTF21abouxex 2021ued SNII 0.031 0.29885244166203506 0.5026618875339537 0.3476176435268634 0.39781935867602414 0.5026618875339537 0.6136479052020789 42.920451998147115 42.920451998147115 28.849362801858287 28.849362801858287 59463.328356499784 59422.41046300018 18.53478084655273 18.753549723853954 18.53478084655273 2.526796833367333 5.081369796652198 0.07640966522175474 350.4224171175175 26.485984947557 0.0008399241264231971 14.102897328915596 15.177299306383134 14.455541452798844 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 5.081369796652198 0.07640966522175474 350.4224171175175 26.485984947557 0.0008399241264231971 14.102897328915596 15.177299306383134 14.455541452798844 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 40.91789349960163 0.07640966522175474 5.081369796652198 0.7217578535842897 0.015037217970653577 -3.5762504174708205 -4.0792393937538876 False 0.031 Inputed -17.171756103702887 -16.952987226401664 """""" """""" """"""
-0.1076970215215794 0.4151186982447712 -4.311086628247396 18.648709480024728 4574.342864966143 58.495334411188125 27 17 17 27.903958400245756 43 True True 2019wiv 147.126825 57.24010277777778 SNIa 0.0593 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 147.126825 57.24010277777778 TNS 2019wiv ZTF19acxowwt 2019wiv SNIa 0.0593 0.32879291097201957 1.9725601906344359 0.6450641746486276 1.0186087886015827 1.9725601906344359 3.2750824970880146 9.895965826030466 9.895965826030466 18.00799257421529 18.00799257421529 58833.487499999814 58827.444004599936 18.386343073825667 18.550415741195042 18.386343073825667 1.5494663550576608 1.7307761440659057 0.7913319720699372 147.12662488486149 57.24029406953125 0.0003996826006564813 15.893080725783406 16.976478978363275 16.289539378265737 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.7307761440659057 0.7913319720699372 147.12662488486149 57.24029406953125 0.0003996826006564813 15.893080725783406 16.976478978363275 16.289539378265737 0.99 False False 0.3 0.7 1.5 0.02 8 3 6.043495399877429 0.7913319720699372 1.7307761440659057 0.6869396000975385 0.45721220204188595 -1.5739367628317673 -2.096803695559931 False 0.0593 Inputed -18.743325294104192 -18.579252626734817 """""" """""" """"""
-0.031231411174437868 0.3458362376975171 -24.77567193096222 17.816308366455964 2701.7088356546865 253.21517365113468 26 14 14 66.95086800027639 131 True True 2019upv 193.67373333333 28.942209111111 SNII 0.012 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 193.67373333333 28.942209111111 TNS 2019upv ZTF19acmyacs 2019upv SNII 0.012 1.5649422662350787 2.0544109495620084 1.6807370599572238 1.8008191038105714 2.0544109495620084 2.3268890777560145 47.2628007820839 47.2628007820839 19.688067218192487 19.688067218192487 58838.573935199995 58800.53296299977 17.425755713379697 19.17203299776664 17.425755713379697 5.392086606400744 6.914196010001888 8.127906993240408 193.67585290750452 28.94092190208265 0.0008166129109828946 12.864712234863044 13.662632438575626 13.269841352587939 1.0 """""" """""" """""" """""" 7 True True all False False 0 0.7 2.303851557228036 193.67393333 28.94159355 0.021035327250511604 21.847692230018975 15.886221626222135 19.762626911330223 1.0 False False 0.3 0.7 1.5 0.02 8 3 38.04097220022231 8.127906993240408 6.914196010001888 0.3927910859876871 1.1755389898525872 -5.509400559191013 -4.155914360791758 False 0.012 Inputed -16.209440934809855 -14.463163650422914 """""" """""" """"""
-0.09308166009986614 0.1759857669699789 -13.347926387664867 18.397890701649825 5461.499045279835 222.4781586162799 125 51 51 73.96917829988524 46 True False 2020vfu 109.27433333333332 49.48796111111111 SLSN-II 0.1281 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 109.27433333333332 49.48796111111111 TNS 2020vfu ZTF20achncvv 2020vfu SLSN-II 0.1281 0.034504621430144766 0.3099437366171962 0.09861201876350734 0.16581464370601395 0.3099437366171962 0.46780532671413155 24.33333746476187 24.33333746476187 49.635840835123375 49.635840835123375 59149.48938659998 59130.472939800005 17.929415141855298 17.929415141855298 17.944375779046876 0.8733665598170952 0.6454318560702618 0.3456903520998172 109.27446241 49.48800791 0.015298388209930125 23.27190443742275 24.084260489940643 23.094397845673562 0.5 """""" """""" """""" """""" 0 False True all False False 0 0.6454318560702618 0.3456903520998172 109.27446241 49.48800791 0.015298388209930125 23.27190443742275 24.084260489940643 23.094397845673562 0.5 False False 0.3 0.7 1.5 0.02 8 3 19.016446799971163 0.3456903520998172 0.6454318560702618 0.989862644267081 0.5355954293991112 6.154845348085345 5.150022066626686 False 0.1281 Inputed -20.889341246049188 -20.904301883240766 """""" """""" """"""
-0.17860530912032763 0.29967006822714126 -2.4156637416381206 18.61703215354865 5317.671339807833 186.33186089462902 17 15 15 37.02957180002704 57 True False 2019pmo 110.15715416666 52.773245638888 SNIa 0.065 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 110.15715416666 52.773245638888 TNS 2019pmo ZTF19abuzpmr 2019pmo SNIa 0.065 0.006477371415435584 0.3345094044165968 0.08173943720271382 0.16137486137329304 0.3345094044165968 0.5274442147235838 10.293283038117115 10.293283038117115 26.736288761909925 26.736288761909925 58732.44792820001 58726.48611109983 18.273337833479086 18.273337833479086 18.345927273269446 3.2197759103143744 0.8111747086263479 1.9742801322214016 110.15804005 52.77336196 0.00034168819587643284 16.552679033517837 17.69307794775963 16.95753642053604 0.65 """""" """""" """""" """""" 0 False True all False False 0 0.8111747086263479 1.9742801322214016 110.15804005 52.77336196 0.00034168819587643284 16.552679033517837 17.69307794775963 16.95753642053604 0.65 False False 0.3 0.7 1.5 0.02 8 3 5.96181710017845 1.9742801322214016 0.8111747086263479 0.7355415272235888 2.4338531653244826 -0.5802598857194567 -1.388390852733405 False 0.065 Inputed -18.985865235691957 -19.058454675482317 """""" """""" """"""
-0.1647306663903203 0.356601583171256 -8.024820459387412 19.21501948132061 4022.9366930161655 177.48899345687542 31 15 15 33.960312500130385 69 True True 2019icf 264.40132791666 43.517620694444 SNIc 0.034 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 264.40132791666 43.517620694444 TNS 2019icf ZTF19abafmwj 2019icf SNIc 0.034 0.5072113300071379 0.9796563509370415 0.6158302630214578 0.730588481657847 0.9796563509370415 1.2568466621566792 7.261443126075636 7.261443126075636 26.69886937405475 26.69886937405475 58666.270115700085 58657.24337959988 18.90298188872506 19.465456304698243 18.90298188872506 1.6101008772390741 5.262541889589374 8.872896997915621 264.4019339962875 43.5200458865121 0.001431740390532732 14.006463221849202 15.08957461434126 14.321917369537353 0.9949999999999999 """""" """""" """""" """""" 6 False True all False False 0 0.7 3.2601866380533466 264.402188620403 43.5182768693652 0.03161983641649857 21.668220708060264 24.81138133713007 23.278069861826896 0.0 False False 0.3 0.7 1.5 0.02 8 3 9.026736100204289 8.872896997915621 5.262541889589374 0.7676572448039067 1.6860477662835205 -4.375881690356984 -4.581064519187706 False 0.034 Inputed -17.005745148558972 -16.443270732585788 """""" """""" """"""
-0.07683732368864499 0.5126939173744559 -22.507448640399588 19.375260708992307 5429.779325182434 219.9700129528017 43 30 30 50.85443289997056 44 True True 2021lji 230.22429472 2.21329753 SLSN-I 0.125 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 230.22429472 2.21329753 TNS 2021lji ZTF21aaxtgsv 2021lji SLSN-I 0.125 0.103293564235031 0.3963403944667405 0.17150782064783954 0.24300881291603105 0.3963403944667405 0.5642717501590866 20.205453158571686 20.205453158571686 30.648979741398875 30.648979741398875 59358.39620369999 59324.37798610004 19.001547712437457 19.001547712437457 19.219624027516986 0.9395607012489551 0.9085419079253569 2.4444994564188294 230.224915679532 2.213021735134285 0.006150511289060523 19.898197105345726 20.472654392561914 20.02839241938114 0.9583333333333334 """""" """""" """""" """""" 1 False True all False False 0 1.1987257857330442 2.1362226220423177 230.224848984532 2.2130845351342847 0.007929914703527441 20.09474499134302 20.598750174777507 20.166658874783515 0.9611111111111111 False False 0.3 0.7 1.5 0.02 8 3 34.01821759995073 2.4444994564188294 0.9085419079253569 0.44426197318077243 2.6905742432958437 1.471106680124457 0.8087683918641559 False 0.125 Inputed -19.559591615421446 -19.777667930500975 """""" """""" """"""
-0.08693678735905805 0.3008325239828991 -12.613344609788179 18.877991783409804 7337.73242400639 212.71990637836132 6 5 5 8.935347199905664 64 True False 2018htg 276.79830749999 49.495749 SNIb 0.044 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 276.79830749999 49.495749 TNS 2018htg ZTF18accaqrr 2018htg SNIb 0.044 -0.3177100376043036 -0.10746529207442279 -0.2692615761374384 -0.21814475089442809 -0.10746529207442279 0.015225956002900887 4.221583613773497 4.221583613773497 4.713763586132167 4.713763586132167 58429.175740700215 58426.15776620014 18.294683463994936 18.294683463994936 18.700221990865078 8.55269782626202 5.55840464566906 12.317492795906299 276.79716553 49.49908917 0.0033127315227027276 14.620223326420785 15.678323302268982 15.077148418855668 0.99 """""" """""" """""" """""" 0 False True all False False 0 5.55840464566906 12.317492795906299 276.79716553 49.49908917 0.0033127315227027276 14.620223326420785 15.678323302268982 15.077148418855668 0.99 False False 0.3 0.7 1.5 0.02 8 3 3.017974500078708 12.317492795906299 5.55840464566906 0.6011748834133144 2.216012251915433 -2.6163601617259538 -3.6230735720094103 False 0.044 Inputed -17.773635260601285 -18.179173787471427 """""" """""" """"""
-0.12567341812130953 0.2639292590009383 -4.085098797757427 18.566611210182323 5903.959475406826 209.92025696024538 20 5 5 6.061238400172442 33 True True 2020ofw 195.13941666666665 27.50448888888889 SNII 0.0186 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 195.13941666666665 27.50448888888889 TNS 2020ofw ZTF20abjyryn 2020ofw SNII 0.0186 -0.12036730290887476 0.13884839529855242 -0.060449974155432074 0.0026435793705026356 0.13884839529855242 0.28925734747802423 12.575629852509342 12.575629852509342 -6.5143914523369 -6.5143914523369 59045.2380903 59039.17685189983 18.20754491380132 18.20754491380132 18.370526139130767 0.8185407931180365 3.8811002860012818 1.8072385138033125 195.139797681186 27.50411766927245 0.0021609411552787616 15.987261952844559 16.341996801003816 16.050052177800538 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.8811002860012818 1.8072385138033125 195.139797681186 27.50411766927245 0.0021609411552787616 15.987261952844559 16.341996801003816 16.050052177800538 1.0 False False 0.3 0.7 1.5 0.02 8 3 6.061238400172442 1.8072385138033125 3.8811002860012818 0.2919446232032783 0.4656510733107904 -1.865548112797505 -2.3204739613302294 False 0.0186 Inputed -16.220010144373273 -16.38299136970272 """""" """""" """"""
-0.11191121088168393 0.2852144672378665 -17.47046015122692 18.50123557005862 4266.923235801403 178.97212599794207 99 50 50 54.94011580012739 36 True False 2020abfd 26.94370833333333 -21.76086111111111 SNIa 0.045 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 26.94370833333333 -21.76086111111111 TNS 2020abfd ZTF20actdeqw 2020abfd SNIa 0.045 0.49510333380029437 0.9602760256424325 0.6021144254906261 0.7151306280742524 0.9602760256424325 1.2328930901021096 12.800253464146865 12.800253464146865 42.139862335980524 42.139862335980524 59197.230798599776 59178.16998839984 17.877162242299615 18.408329574148937 17.877162242299615 1.0592220247134394 3.3270126010587417 1.0874911004584902 26.94359938 -21.76114574 0.002886029069856244 16.808760622295736 17.210880629760027 16.984335487639903 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.3270126010587417 1.0874911004584902 26.94359938 -21.76114574 0.002886029069856244 16.808760622295736 17.210880629760027 16.984335487639903 1.0 False False 0.3 0.7 1.5 0.02 8 3 19.060810199938715 1.0874911004584902 3.3270126010587417 0.22654514212012344 0.3268671420458168 -1.1974489443889098 -0.892826754659712 False 0.045 Inputed -18.646013197448287 -18.114845865598966 """""" """""" """"""
-0.10521886266924191 0.2947091724666797 -31.290535937152725 18.423475087168697 5196.758514540919 274.77478630981193 27 18 18 46.94210649980232 51 True True 2019wfy 110.75222083333334 26.622969444444443 SNIbc 0.0265 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 110.75222083333334 26.622969444444443 TNS 2019wfy ZTF19acxmpnz 2019wfy SNIbc 0.0265 0.1868865608150223 0.4304634998146568 0.24444521485963477 0.3041862043743464 0.4304634998146568 0.5662349550838286 -19.67887017714714 -19.67887017714714 66.62097667694945 66.62097667694945 58827.302546299994 58827.302546299994 18.075969677243368 18.966081588495435 18.075969677243368 6.373488087918894 1.800300240525749 4.782793564002923 110.75074704875851 26.622798629974547 0.0056597582593816975 18.00984349934101 18.518359128642082 17.883901638998985 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 3.209515557798028 110.751223584548 26.6229749460556 0.03008358612029738 21.63636297218323 22.005166884059907 21.526420787010192 0.11000000000000001 False False 0.3 0.7 1.5 0.02 8 3 0.0 4.782793564002923 1.800300240525749 0.634457489643097 2.6566644031587665 -0.44772245985335246 -0.19206803824438268 False 0.0265 Inputed -17.287559856746153 -16.397447945494086 """""" """""" """"""
-0.15800545480963452 0.2228362228706995 -13.480442572621733 18.90933134136777 4081.8754998249633 357.5790477457899 111 80 80 74.87162029976025 51 True True 2021gvl 215.40860416666663 35.65323611111111 SNIc 0.0364019983 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 215.40860416666663 35.65323611111111 TNS 2021gvl ZTF21aaqldsk 2021gvl SNIc 0.0364019983 0.4663003689762846 0.6832320955710784 0.518320183447571 0.5717938929637718 0.6832320955710784 0.8008822496260493 15.052122939037144 15.052122939037144 59.819497360723105 59.819497360723105 59313.352812500205 59294.32193290023 18.47280160384928 18.716263833297965 18.47280160384928 2.421753514831915 4.222179365611949 9.729135172713914 215.408770825196 35.65053696865315 0.0022173251701022023 14.757209401907623 15.690809171325565 15.102394450744391 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 4.222179365611949 9.729135172713914 215.408770825196 35.65053696865315 0.0022173251701022023 14.757209401907623 15.690809171325565 15.102394450744391 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 19.03087959997356 9.729135172713914 4.222179365611949 0.5884147205811736 2.3042922458373116 -3.0254546619724003 -3.370407153104889 False 0.0364019983 Inputed -17.585432677283006 -17.34197044783432 """""" """""" """"""
-0.10134036500436489 0.40940352136372493 -9.062913537883565 18.74353023665374 6313.785550541898 84.9677123770214 80 36 36 47.85859950026497 35 True True 2020swx 24.984399999999997 8.786797222222223 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 24.984399999999997 8.786797222222223 TNS 2020swx ZTF20abywspv 2020swx SNIa 0.09 -0.09547725272003404 0.666286261352294 0.06172442489567942 0.2397404657379809 0.666286261352294 1.2024993802030934 12.746209194472993 12.746209194472993 35.112390305791976 35.112390305791976 59109.37502310006 59096.378321799915 18.32963727444324 18.32963727444324 18.52125491914163 0.6487386237268971 0.7247556780619338 5.104327094230583 24.98526464 8.78792868 0.21728176656744058 23.28228974673748 24.51210655391216 23.498994458699226 0.5 """""" """""" """""" """""" 0 False True all False False 0 0.7247556780619338 5.104327094230583 24.98526464 8.78792868 0.21728176656744058 23.28228974673748 24.51210655391216 23.498994458699226 0.5 False False 0.3 0.7 1.5 0.02 8 3 12.996701300144196 0.0 0.0 0.0 0.0 5.310362725556761 4.74874508085837 True 0.09 Inputed -19.529129726037606 -19.720747370735996 """""" """""" """"""
-0.14979040177759273 0.17798330151499636 -8.193448982740037 17.74810270703412 5635.790394008549 115.27004367669034 160 103 103 70.99072919972241 83 True False 2021uko 343.06674999999996 43.1139 SNIa 0.0495 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 343.06674999999996 43.1139 TNS 2021uko ZTF21abpvssa 2021uko SNIa 0.0495 0.006496789251105639 0.5754415596011455 0.1303258656811579 0.265879711090264 0.5754415596011455 0.942391274721956 15.348112771266981 15.348112771266981 55.642616428455426 55.642616428455426 59438.389594899956 59426.37123840023 17.125796016287357 17.125796016287357 17.248761975584188 3.8595139809535923 1.218335585038344 0.4017519911619572 343.06672252 43.11400978 0.001625422425039602 18.695929902982712 19.30820448770523 18.84498883113861 0.93 """""" """""" """""" """""" 0 False True all False False 0 1.218335585038344 0.4017519911619572 343.06672252 43.11400978 0.001625422425039602 18.695929902982712 19.30820448770523 18.84498883113861 0.93 False False 0.3 0.7 1.5 0.02 8 3 12.018356499727815 0.4017519911619572 1.218335585038344 0.4632156565666179 0.32975478685481646 2.1824084714178724 1.5962268555544235 False 0.0495 Inputed -19.483696494847823 -19.606662454144654 """""" """""" """"""
-0.09760288493910012 0.3053603547114782 -34.33512413665673 18.584156993385772 4234.2452610914925 341.3204412798355 45 45 45 51.999259300064296 42 True False 2020ogs 34.27347499999999 33.747172222222225 SNIa 0.04106 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 34.27347499999999 33.747172222222225 TNS 2020ogs ZTF20abegiry 2020ogs SNIa 0.04106 0.515081794531195 0.748869278240047 0.571044902645724 0.6286384101464222 0.748869278240047 0.8760910564643822 -11.214068959286529 -11.214068959286529 63.213328259350824 63.213328259350824 59049.43219910003 59038.46511569992 18.613452128334593 18.673220989150124 18.613452128334593 1.0324863502865311 2.6021502512985264 6.235452183032669 34.27284975 33.74552002 0.0008374453353381384 14.689092632794381 15.875101506376268 15.075154231739043 0.95 """""" """""" """""" """""" 0 False True all False False 0 2.6021502512985264 6.235452183032669 34.27284975 33.74552002 0.0008374453353381384 14.689092632794381 15.875101506376268 15.075154231739043 0.95 False False 0.3 0.7 1.5 0.02 8 3 10.96708340011537 6.235452183032669 2.6021502512985264 0.7999472746372245 2.396269077821717 -2.7981194827738562 -3.53829789659555 False 0.04106 Inputed -17.70870311635623 -17.6489342555407 """""" """""" """"""
-0.0223376296954753 0.2826558343818655 -16.783544874074437 19.642943811615947 5033.381465392949 259.4993250989558 54 31 31 72.89086799975485 54 True True 2019kwv 225.16283291666 20.279277999999 SLSN-II 0.3284 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 225.16283291666 20.279277999999 TNS 2019kwv ZTF19aaserwb 2019kwv SLSN-II 0.3284 0.1603383801803453 0.4149020079203467 0.2202782860388517 0.2826369208926991 0.4149020079203467 0.5577411938511609 90.71857654784073 90.71857654784073 -17.82770854808588 -17.82770854808588 58647.23202549992 58596.29478010023 19.381964812700055 19.54842058125226 19.381964812700055 0.39985092947876416 0.7822562881426871 0.37162312391923374 225.16273051 20.2793158 0.020427960249842947 23.16873747855425 24.272127697324752 23.286175289046763 0.4 """""" """""" """""" """""" 0 False True all False False 0 0.7822562881426871 0.37162312391923374 225.16273051 20.2793158 0.020427960249842947 23.16873747855425 24.272127697324752 23.286175289046763 0.4 False False 0.3 0.7 1.5 0.02 8 3 50.937245399691164 0.37162312391923374 0.7822562881426871 0.9859524082779885 0.47506569081289124 4.723707116072493 3.9042104763467087 False 0.3284 Inputed -21.560654271195194 -21.39419850264299 """""" """""" """"""
-0.05227114012686301 0.20572731314891965 -0.5178745325519905 18.45299358118782 3425.186219074827 256.85345927601475 22 18 18 48.84771989984438 52 True True 2018dct 243.78670791666 26.560039 SNIIP 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 243.78670791666 26.560039 TNS 2018dct ZTF18abdjmfh 2018dct SNIIP 0.03 0.7410289561497763 1.094202066971313 0.8244596334711005 0.9110641282372853 1.094202066971313 1.2912969880129985 35.60521388860748 35.60521388860748 13.242506011236898 13.242506011236898 58306.19020830002 58300.31715280004 18.092073186208243 19.21901138664726 18.092073186208243 2.2285959022397965 4.740232882966197 14.334649043529476 243.7847861621075 26.5564473093524 0.0058889226049644305 15.2864963185513 15.940197641012668 15.506885981872081 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 11.401899963217781 243.783975945128 26.5580241653773 0.9132305969586488 24.27671749005556 23.168863700885773 24.54086166280508 0.45 False False 0.3 0.7 1.5 0.02 8 3 5.8730554999783635 14.334649043529476 4.740232882966197 0.4333116591405872 3.0240389865739212 -3.278813745634592 -2.5851872043361617 False 0.03 Inputed -17.542724267417086 -16.415786066978068 """""" """""" """"""
-0.22249853920417667 0.43906770876259055 -7.464701097350859 18.17600255449176 5377.623123850381 222.0413314691574 12 6 6 16.05186349991709 33 True False 2018qq 149.63675 -27.830861111111112 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 149.63675 -27.830861111111112 TNS 2018qq ZTF21aarayzx 2018qq CV 0.0 0.01941115731099785 0.2923402357899221 0.0829115760391339 0.14949362061647875 0.2923402357899221 0.4488624997705237 9.242793020293291 9.242793020293291 6.809070479623799 6.809070479623799 59304.23070599977 59291.22256939998 17.74270643733881 17.74270643733881 18.042211223347916 33.33448173007138 0.891557415640894 0.1908873124338235 149.6368094 -27.83086834 0.001600881220002126 19.518118983006477 20.37205418610573 19.684355792927743 0.0 """""" """""" """""" """""" 0 False True all False False 0 0.891557415640894 0.1908873124338235 149.6368094 -27.83086834 0.001600881220002126 19.518118983006477 20.37205418610573 19.684355792927743 0.0 False False 0.3 0.7 1.5 0.02 8 3 13.008136599790305 0.1908873124338235 0.891557415640894 0.6876983931779854 0.21410546206561987 2.629347748766918 1.642144569579827 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.40814241354448355 0.2134697718121874 -3.2879819497676346 17.415611240331156 2794.773027486425 327.6745726838424 33 15 15 39.93380790017545 107 True True 2018dbg 214.49516708333 26.412419 SNIbc 0.01479 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 214.49516708333 26.412419 TNS 2018dbg ZTF18abdffeo 2018dbg SNIbc 0.01479 1.2336979870462343 1.5660821533284341 1.31328540527322 1.39517276423188 1.5660821533284341 1.74691070958826 6.404977142775791 6.404977142775791 33.52883075739966 33.52883075739966 58303.17752309982 58297.268194399774 16.365704804545313 18.144457172829366 16.365704804545313 100.42017934168658 6.74510953377078 1.9271573807592441 214.494606416029 26.41260453347515 0.0005621921568266242 12.802348084305525 13.51722532120943 13.148676314918399 0.99 """""" """""" """""" """""" 0 True True all False False 0 6.74510953377078 1.9271573807592441 214.494606416029 26.41260453347515 0.0005621921568266242 12.802348084305525 13.51722532120943 13.148676314918399 0.99 False False 0.3 0.7 1.5 0.02 8 3 5.909328700043261 1.9271573807592441 6.74510953377078 0.3685490062910315 0.2857117992095657 -4.6272318516199356 -3.217028489626914 False 0.01479 Inputed -17.72498986135436 -15.946237493070308 """""" """""" """"""
-0.2170317992790277 0.17898314998523507 -5.143270876691467 18.00356799034798 6092.886981251189 72.3184883275019 66 41 41 47.00562500022352 43 True True 2019gci 189.89819041666 45.377147083333 SNIa 0.0469 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 189.89819041666 45.377147083333 TNS 2019gci ZTF19aavnwxf 2019gci SNIa 0.0469 -0.09538944677355232 0.8404832098784674 0.09140733986933114 0.3074052619721286 0.8404832098784674 1.5354329386197705 11.780117102214879 11.780117102214879 35.22550789800864 35.22550789800864 58641.1879166998 58632.191770799924 17.36200479618928 17.36200479618928 17.54256664716789 2.690520240187973 2.4566848428277837 2.8570336793262765 189.897805953296 45.37789334153695 0.00043599728090859546 14.769406173013449 15.675921830362082 15.086080660658478 0.975 """""" """""" """""" """""" 0 False True all False False 0 2.4566848428277837 2.8570336793262765 189.897805953296 45.37789334153695 0.00043599728090859546 14.769406173013449 15.675921830362082 15.086080660658478 0.975 False False 0.3 0.7 1.5 0.02 8 3 8.996145899873227 2.8570336793262765 2.4566848428277837 0.5898411697036039 1.162963042519393 -1.6860829658271967 -2.4564859865094135 False 0.0469 Inputed -19.071392994275815 -19.251954845254428 """""" """""" """"""
-0.10370135064079508 0.3715507978343107 -14.41329121246063 18.61072694393087 5022.810134869502 202.3509914466108 25 11 11 51.75925929984078 60 True True 2018joo 109.37956208333 37.697045111111 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 109.37956208333 37.697045111111 TNS 2018joo ZTF18acspjqd 2018joo SNIa 0.08 0.17359367700756323 0.5104296532078365 0.2515884480909065 0.33362113679464045 0.5104296532078365 0.7053495909196243 10.908875572106451 10.908875572106451 40.850383727734325 40.850383727734325 58471.26799769979 58455.4931481001 18.23084679756084 18.479173836527327 18.23084679756084 1.8429357148669396 2.180102984674612 1.6747980281172536 109.37905385 37.69727902 0.0008218029443499697 16.120436299037934 17.216266590738297 16.46421743309498 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.180102984674612 1.6747980281172536 109.37905385 37.69727902 0.0008218029443499697 16.120436299037934 17.216266590738297 16.46421743309498 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.77484959969297 1.6747980281172536 2.180102984674612 0.7520491576433166 0.7682196849830116 -1.2629072457890302 -1.7666293644658602 False 0.08 Inputed -19.559087224510538 -19.31076018554405 """""" """""" """"""
-0.21067706524726645 0.22227778592297256 -3.594281562242428 17.188853665958167 6110.989648576628 50.49976364302192 26 14 14 32.97021989990026 125 True False 2019exv 292.96678208333 39.190705305555 SNIa 0.0332 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 292.96678208333 39.190705305555 TNS 2019exv ZTF18acmvcme 2019exv SNIa 0.0332 -0.09903166975985656 1.4221000780450552 0.17646806568221862 0.5145868226897932 1.4221000780450552 2.733452665994559 10.459933161573026 10.459933161573026 22.51028673832723 22.51028673832723 58612.4115394 58605.4953935002 16.670383704574434 16.670383704574434 16.817434821751462 2.003682442844013 3.4017597810741473 0.5325829378900747 292.96689403 39.19058548 0.0005257803306085718 14.534478324270248 15.535545303726195 14.884913039827346 0.7 """""" """""" """""" """""" 0 False True all False False 0 3.4017597810741473 0.5325829378900747 292.96689403 39.19058548 0.0005257803306085718 14.534478324270248 15.535545303726195 14.884913039827346 0.7 False False 0.3 0.7 1.5 0.02 8 3 6.916145899798721 0.5325829378900747 3.4017597810741473 0.6506322638988493 0.1565610072919097 -1.1348384008482384 -1.932521781924116 False 0.0332 Inputed -19.03916148420702 -19.18621260138405 """""" """""" """"""
-0.08641541168415419 0.27165155392719176 -7.689308907071406 17.424076510122653 4637.434404000043 92.69102633561546 25 13 13 52.96113419998437 57 True True 2019weu 351.1382916666666 5.110930555555555 SNIa 0.038 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 351.1382916666666 5.110930555555555 TNS 2019weu ZTF19acxgxcu 2019weu SNIa 0.038 0.32127265556654194 1.2286969166818125 0.5137464373207195 0.7278311805775814 1.2286969166818125 1.8418196049932902 25.33785151383447 25.33785151383447 27.623282686149903 27.623282686149903 58838.09434030019 58820.14822919993 17.18734899386326 17.44665287838362 17.18734899386326 2.966496335666951 0.6980022561331481 5.722351883608552 351.1378523 5.11245867 0.11437825714084981 22.08416977596283 24.14963996770382 23.046576931095125 0.2833333333333334 """""" """""" """""" """""" 0 False True all False False 0 0.6980022561331481 5.722351883608552 351.1378523 5.11245867 0.11437825714084981 22.08416977596283 24.14963996770382 23.046576931095125 0.2833333333333334 False False 0.3 0.7 1.5 0.02 8 3 17.94611110026017 0.0 0.0 0.0 0.0 6.19334712161638 6.082651006136739 True 0.038 Inputed -18.965021657030334 -18.705717772509974 """""" """""" """"""
-0.13505117957863716 0.3110535387040253 -8.277379876959435 18.704068372124066 6039.180139639431 83.22421639700926 79 41 41 53.803090299945325 47 True True 2020sup 335.1324416666666 28.498425 SNIa 0.085 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 335.1324416666666 28.498425 TNS 2020sup ZTF20abyiohf 2020sup SNIa 0.085 -0.04784278868022085 0.7641992563779176 0.11939391255225473 0.3090026945646045 0.7641992563779176 1.338081437519051 17.319177079700673 17.319177079700673 36.48391322024465 36.48391322024465 59107.35215280019 59090.40261569992 18.28427100114732 18.28427100114732 18.44388968515075 0.9084728512606128 0.6953557845394732 0.1062888717984497 335.132473825992 28.4984164599056 0.0053950092015770945 21.781038021049497 22.59979856414795 22.209875788161753 0.16666666666666666 """""" """""" """""" """""" 0 False True all False False 0 0.6953557845394732 0.1062888717984497 335.132473825992 28.4984164599056 0.0053950092015770945 21.781038021049497 22.59979856414795 22.209875788161753 0.16666666666666666 False False 0.3 0.7 1.5 0.02 8 3 16.94953710027039 0.1062888717984497 0.6953557845394732 0.3899227759861965 0.15285537873082294 4.315527563000629 3.7659861030110022 False 0.085 Inputed -19.480047930812194 -19.639666614815624 """""" """""" """"""
-0.15941069415424453 0.38003537042470864 -3.9314902322960212 18.72562810693004 4300.744832542198 70.32568028573873 65 30 30 33.8432523002848 118 True False 2019njx 288.78419875 42.062100888888 SNIa 0.057 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 288.78419875 42.062100888888 TNS 2019njx ZTF19ablusdf 2019njx SNIa 0.057 0.40492206882255743 1.7484532711472944 0.6756823372091141 0.9865199571886727 1.7484532711472944 2.737706279592139 14.026246750421366 14.026246750421366 19.817005549863435 19.817005549863435 58708.20334490016 58696.31478009978 18.500263404909905 18.81246603630043 18.500263404909905 0.7492857053719548 3.690177067119365 19.312645440305054 288.78457926 42.06745807 0.004343927547692306 14.398557950663566 21.00094430513382 14.796014482307434 1.0 """""" """""" """""" """""" 14 False True all False False 0 0.9702927215718745 7.531584223611706 288.78176036 42.06105225 0.020150279381467073 19.001774137735367 20.352424247169495 19.374523806381227 0.0 False False 0.3 0.7 1.5 0.02 8 3 11.888564800377935 19.312645440305054 3.690177067119365 6.2049298228263865 5.233528117766159 2.1884782688333893 -3.7042489226024706 False 0.057 Inputed -18.54235201304075 -18.230149381650225 """""" """""" """"""
-0.11370424219232485 0.38806395251831793 -5.674628042276649 18.954775133396794 5787.6584902910345 81.70548527744202 23 18 18 31.002303200308233 55 True True 2019gbm 239.42608666666 27.003166305555 SNII 0.083443 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 239.42608666666 27.003166305555 TNS 2019gbm ZTF19aavjlkx 2019gbm SNII 0.083443 -0.0313829913698207 0.8103006230521643 0.14144926794904222 0.3377587191016289 0.8103006230521643 1.408127891046341 2.690440905280707 2.690440905280707 28.311862295027527 28.311862295027527 58632.34260419989 58632.302511599846 18.629293759064225 18.629293759064225 18.700328642602635 0.871648577797814 1.8261068431273209 5.7594660391260595 239.42659383111248 27.004701016591298 0.0008808737376340137 15.215567772126198 16.45421886980057 15.617887562344075 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.8261068431273209 5.7594660391260595 239.42659383111248 27.004701016591298 0.0008808737376340137 15.215567772126198 16.45421886980057 15.617887562344075 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 0.04009260004386306 5.7594660391260595 1.8261068431273209 0.8363313074564953 3.153958959631638 -2.175074889263655 -3.08244108025856 False 0.083443 Inputed -19.18273253947406 -19.25376742301247 """""" """""" """"""
-0.1678059086073529 0.20704254241922343 -12.549029227055776 18.588149521423755 3754.0508150036385 296.0418698336033 53 20 20 65.8809953997843 71 True True 2021bkb 236.8733583333333 10.933677777777778 SNII 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 236.8733583333333 10.933677777777778 TNS 2021bkb ZTF21aafdvxz 2021bkb SNII 0.05 0.6357656139002046 0.9245722320881455 0.7044785488836389 0.7754755003360359 0.9245722320881455 1.0835788379433673 13.836385805501557 13.836385805501557 52.04460959428274 52.04460959428274 59248.53901620023 59231.53843750013 18.0929793365861 18.603473959753494 18.0929793365861 1.6713767078517305 0.7066782381149708 0.3806084839442405 236.87330060549 10.93376702503425 0.004742299585696941 21.483915224903825 22.056878064756393 21.61283727671623 0.4357142857142858 """""" """""" """""" """""" 0 False True all False False 0 0.7066782381149708 0.3806084839442405 236.87330060549 10.93376702503425 0.004742299585696941 21.483915224903825 22.056878064756393 21.61283727671623 0.4357142857142858 False False 0.3 0.7 1.5 0.02 8 3 17.00057870009914 0.3806084839442405 0.7066782381149708 0.4440407880401622 0.5385880920282685 3.4534041050028996 3.51985794013013 False 0.05 Inputed -18.661559294589175 -18.151064671421782 """""" """""" """"""
-0.1371631130704632 0.3112011326566483 -5.4651890701453745 18.18152591557197 6402.665284008511 212.87795656367751 17 7 7 17.063530100043863 31 True False 2020aiw 17.19483333333333 -13.5645 SNIa 0.0585 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 17.19483333333333 -13.5645 TNS 2020aiw ZTF20aaflngq 2020aiw SNIa 0.0585 -0.2084144247792281 0.026987170992665455 -0.15403626631441014 -0.09675233338304423 0.026987170992665455 0.16373548892080692 16.08750049670356 16.08750049670356 0.9760296033403044 0.9760296033403044 58876.1270486 58863.0847800998 17.68572148972206 17.68572148972206 17.916893821466484 0.8997906514365911 2.8158480837366793 2.2486619979340343 17.19546 -13.56463803 0.002601726694042905 16.951163787728547 17.666122115492822 17.212786975717545 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.8158480837366793 2.2486619979340343 17.19546 -13.56463803 0.002601726694042905 16.951163787728547 17.666122115492822 17.212786975717545 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.042268500197679 2.2486619979340343 2.8158480837366793 0.45333513977527673 0.7985736201187462 -0.0195993742292373 -0.7041068457489388 False 0.0585 Inputed -19.182879854796187 -19.414052186540612 """""" """""" """"""
-0.16292394624599954 0.17453480601733654 -5.327684405272381 16.208082268111948 3849.324474813023 423.80888505227847 54 13 13 73.9218171001412 88 True True 2019yz 235.48875291666 0.7109586944444 SNIc 0.00639 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 235.48875291666 0.7109586944444 TNS 2019yz ZTF19aadttht 2019yz SNIc 0.00639 0.5288438263097905 0.7163438689712116 0.5741107813275423 0.6204365194588526 0.7163438689712116 0.816729656953374 11.365052921654007 11.365052921654007 62.55676417848719 62.55676417848719 58509.494409699924 58503.51606479986 15.69178770946727 16.26808038879061 15.69178770946727 30.68966108654025 5.986358891933204 34.38502000333567 235.4981314419665 0.712771420489781 0.006315420158927165 13.402787120609283 14.524508473272324 14.282257559232711 0.9571428571428572 """""" """""" """""" """""" 26 False True all False False 0 0.9456944030992309 3.482864953332709 235.48968316 0.71122471 0.009484547995834536 19.777428873586654 23.64 23.421850610399247 0.5 False False 0.3 0.7 1.5 0.02 8 3 5.978344900067896 34.38502000333567 5.986358891933204 0.2422509140396123 5.743895517134882 -1.743571915518288 -1.4095301502345592 False 0.00639 Inputed -16.571830999787505 -15.995538320464163 """""" """""" """"""
-0.19013604934893608 0.1887352134862531 -14.641191188187541 18.92333074399981 5991.625899626044 123.94455962782065 89 56 56 67.77450240030885 36 True True 2021azi 186.84879166666664 55.89398888888889 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 186.84879166666664 55.89398888888889 TNS 2021azi ZTF21aafkpnp 2021azi SNIa 0.08 -0.012679916696932025 0.5021335105545788 0.10040034882349858 0.22346446242364593 0.5021335105545788 0.8289582254007968 15.131856504710496 15.131856504710496 52.64264589559835 52.64264589559835 59248.47333330009 59227.469849499874 18.386307689267333 18.386307689267333 18.498759611246392 1.243264509183008 0.27134124256732955 20.87466278482375 186.8481670994795 55.88820095847455 0.2580473266339478 19.936205523433088 20.50288741990626 20.026716945093277 0.135 """""" """""" """""" """""" 2 False True all False False 0 0.7 12.70934856083585 186.85091771 55.8906659 0.684263451216973 23.005657010263203 23.19200678192973 22.787302079880238 0.25 False False 0.3 0.7 1.5 0.02 8 3 21.00348380021751 0.0 0.0 0.0 0.0 5.253692310732667 4.771240388753608 True 0.08 Inputed -19.291174410824986 -19.403626332804045 """""" """""" """"""
-0.14643070804673586 0.4406979707687314 -5.010427943912383 17.262428514144702 5871.685035237263 246.34177333067623 90 26 26 13.019409699831158 80 True False 2021jjx 87.14633333333332 51.322588888888895 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 87.14633333333332 51.322588888888895 TNS 2021jjx ZTF21aaupkow 2021jjx SNIa 0.04 -0.11254637152315894 0.10644974459615497 -0.06133050438856813 -0.007809478954200699 0.10644974459615497 0.23085086404928745 13.580906092123545 13.580906092123545 -0.5614963922923879 -0.5614963922923879 59329.17766200006 59316.182118100114 16.947583013328696 16.947583013328696 17.15877263373391 0.36639485267757443 4.014530846455477 3.217057771407958 87.14775142 51.32270378 0.0012640469806466381 15.065537039422988 15.988939788246153 15.339556935834885 0.95 """""" """""" """""" """""" 0 False True all False False 0 4.014530846455477 3.217057771407958 87.14775142 51.32270378 0.0012640469806466381 15.065537039422988 15.988939788246153 15.339556935834885 0.95 False False 0.3 0.7 1.5 0.02 8 3 12.995543899945915 3.217057771407958 4.014530846455477 0.6493828524112679 0.8013533572044598 -0.9586432250825432 -1.8192156978990255 False 0.04 Inputed -19.106032253747507 -19.31722187415272 """""" """""" """"""
-0.13174643716232529 0.3455039812494379 -10.780583048367122 19.154711144954256 5477.716494620225 147.1638284329772 22 17 17 39.8202546001412 59 True True 2019xbi 156.34249166666666 11.120686111111112 SNIa 0.095 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 156.34249166666666 11.120686111111112 TNS 2019xbi ZTF19adajivt 2019xbi SNIa 0.095 0.048918832816589486 0.4907317134300939 0.14809206190575708 0.2545234081827985 0.4907317134300939 0.7609208960426272 10.236462300615928 10.236462300615928 29.58379229952527 29.58379229952527 58849.45451389998 58836.50410880009 18.871899908429015 18.882954480140633 18.871899908429015 0.8338996060440387 0.9986339946912456 0.12597519750606256 156.34247506207151 11.1207170798385 0.003675107554904744 20.32440019692719 20.950700182619094 20.658720418869258 0.7833333333333334 """""" """""" """""" """""" 0 False True all False False 0 0.9986339946912456 0.12597519750606256 156.34247506207151 11.1207170798385 0.003675107554904744 20.32440019692719 20.950700182619094 20.658720418869258 0.7833333333333334 False False 0.3 0.7 1.5 0.02 8 3 12.950405099894851 0.12597519750606256 0.9986339946912456 0.29197976374983625 0.12614751568217059 2.0677457024784616 1.7868205104402435 False 0.095 Inputed -19.298189824716246 -19.287135253004628 """""" """""" """"""
-0.15917473853945852 0.566194459410172 -6.4540200884708705 18.165885592122248 5501.172304761782 147.63858565936152 21 18 18 23.085949099622667 54 True True 2021deo 120.64896666666665 50.92250555555555 SNIa 0.052953 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 120.64896666666665 50.92250555555555 TNS 2021deo ZTF21aalmkbe 2021deo SNIa 0.052953 0.0021579406409486523 0.42735399251766637 0.09753948953405 0.1999463434026687 0.42735399251766637 0.6876289389402501 12.009962204135592 12.009962204135592 11.075986895487075 11.075986895487075 59266.154895800166 59251.26445600018 18.01787284964882 18.01787284964882 18.09273344809025 0.6988995967407451 2.166751545277565 0.25055837730780567 120.649018407422 50.92244407140315 0.0003214785083245353 15.07779957794547 16.299249553573134 15.468110615916252 0.975 """""" """""" """""" """""" 0 False True all False False 0 2.166751545277565 0.25055837730780567 120.649018407422 50.92244407140315 0.0003214785083245353 15.07779957794547 16.299249553573134 15.468110615916252 0.975 False False 0.3 0.7 1.5 0.02 8 3 14.89043979998678 0.25055837730780567 2.166751545277565 0.8311389376568812 0.11563779790714707 -1.7186232960756875 -2.6246228321739977 False 0.052953 Inputed -18.787914242719182 -18.86277484116061 """""" """""" """"""
-0.10776786267089614 0.16704805765384134 -5.987058309757763 17.899782769873237 5570.134876076807 118.17025838450587 80 49 49 74.92864579986781 108 True False 2020krv 329.1664083333333 41.90705833333333 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 329.1664083333333 41.90705833333333 TNS 2020krv ZTF20abahhml 2020krv SNIa 0.06 -0.005301107494801727 0.5422911923139822 0.11424756783116408 0.24485990635597688 0.5422911923139822 0.8935927960552448 26.560333846577777 26.560333846577777 48.36831195329003 48.36831195329003 58997.40774310008 58981.46524310019 17.32722632003389 17.32722632003389 17.50160510548434 1.7415706765657315 2.6716038204175683 4.939421015339428 329.16474765 41.9064625 0.002771087250309945 16.55449967842102 17.050694477081297 16.71222701253891 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.6716038204175683 4.939421015339428 329.16474765 41.9064625 0.002771087250309945 16.55449967842102 17.050694477081297 16.71222701253891 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.942499999888241 4.939421015339428 2.6716038204175683 0.3384674645423864 1.8488598412647137 -0.27653184295259337 -0.7893780929454302 False 0.06 Inputed -19.65389587571346 -19.82827466116391 """""" """""" """"""
-0.0475330058146477 0.30266240678054185 -21.289679500690767 19.941148735253133 5078.306493015779 266.696295642179 89 45 45 71.83542819973081 34 True True 2021hpc 203.25443767 43.17608675 SLSN-I 0.24 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 203.25443767 43.17608675 TNS 2021hpc ZTF21aaqawpd 2021hpc SLSN-I 0.24 0.1699214423150721 0.41866052922129526 0.22859015520487702 0.28955797473405553 0.41866052922129526 0.5577902652899667 38.726724233166806 38.726724233166806 33.10870396656401 33.10870396656401 59325.28300930001 59290.40991900023 19.611603198532155 19.75966764740039 19.611603198532155 0.3731364591396488 0.44047832485095356 13.58075756787472 203.252835819134 43.17967377362865 0.27904381533023404 21.183911510852873 22.10594952315271 21.36402371344596 0.665 """""" """""" """""" """""" 0 False True all False False 0 0.44047832485095356 13.58075756787472 203.252835819134 43.17967377362865 0.27904381533023404 21.183911510852873 22.10594952315271 21.36402371344596 0.665 False False 0.3 0.7 1.5 0.02 8 3 34.87309029977769 0.0 0.0 0.0 0.0 3.880332352599609 3.6583968014678447 True 0.24 Inputed -20.62597693752689 -20.477912488658653 """""" """""" """"""
-0.12405244421374367 0.327920296457066 -5.421782032876139 17.06067137718649 5337.533182266199 110.1091483002282 46 29 29 55.90381939988583 56 True True 2020lwk 229.8433333333333 20.543530555555556 SNIa 0.03918 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 229.8433333333333 20.543530555555556 TNS 2020lwk ZTF20abefdvd 2020lwk SNIa 0.03918 0.051609418162009035 0.6725046786111619 0.1860385412137937 0.3336835383338652 0.6725046786111619 1.0766935687026837 13.56898328931429 13.56898328931429 42.334836110571544 42.334836110571544 59019.2551851999 59009.252430600114 16.74788278937639 16.74788278937639 16.863821615113803 8.596472933723199 3.9193515221967035 10.866248752086152 229.846429709982 20.54269162251505 0.0014783380114634648 14.119879870573282 15.484078890075683 14.646074810760021 0.99 """""" """""" """""" """""" 4 False True all False False 0 0.7 4.429381293811862 229.843860151529 20.5446577137101 0.2171083684912486 23.631158254528046 23.303790961470604 23.445265528945924 0.2 False False 0.3 0.7 1.5 0.02 8 3 10.002754599787295 10.866248752086152 3.9193515221967035 0.8380040793156613 2.7724608753633504 -1.263803899300708 -2.217746804353782 False 0.03918 Inputed -19.355574676602092 -19.471513502339505 """""" """""" """"""
-0.19529191711667412 0.3012301425193665 -3.7216571545343418 19.079969695421354 5425.733062760877 135.29372829216032 39 26 26 30.891944400034845 63 True True 2020bzc 170.52670833333332 17.761916666666668 SNIa 0.086 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 170.52670833333332 17.761916666666668 TNS 2020bzc ZTF20aamdqiz 2020bzc SNIa 0.086 -0.0010957766559869242 0.4678885452253425 0.10306820750094658 0.21562272512652925 0.4678885452253425 0.7599836656095285 10.382090183267474 10.382090183267474 20.50985421676737 20.50985421676737 58891.420879600104 58883.461168999784 18.69959085242182 18.69959085242182 18.785487385483737 0.6752641421980473 2.8165015551744514 30.646425732545527 170.52713287158548 17.7534133772182 0.01432151732020559 14.895477623087167 16.13487904717207 15.272939470434189 0.9850000000000001 """""" """""" """""" """""" 18 False True all False False 0 1.1584658752616246 6.264126603301832 170.52847375 17.76146826 0.0764264629140089 21.1956544087708 23.830437680375574 23.357155927073954 0.65 False False 0.3 0.7 1.5 0.02 8 3 7.95971060032025 30.646425732545527 2.8165015551744514 0.8619395767378819 10.881025673940137 -2.5647118052497504 -3.5125479150495487 False 0.086 Inputed -19.164316054166825 -19.25021258722874 """""" """""" """"""
-0.1759391929096764 0.1924920695284416 -8.41182852692759 15.460196832677557 4761.319220980408 152.0564894960611 75 45 45 73.9148610997945 324 True False 2020aatc 42.068458333333325 -10.252088888888888 SNIa 0.01525 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 42.068458333333325 -10.252088888888888 TNS 2020aatc ZTF20actddoh 2020aatc SNIa 0.01525 0.23250325555478746 0.7138509654344354 0.34126758176856065 0.45748479626115035 0.7138509654344354 1.0050085423236261 17.892206546015686 17.892206546015686 56.02265455377882 56.02265455377882 59193.19635420013 59176.25748840021 15.021359790081053 15.021359790081053 15.036714037727393 38.62496120125524 6.183523001061735 14.514916305621142 42.06437365 -10.25240556 0.006198385019039576 15.080460863423347 15.216884426140785 15.497476680433751 1.0 """""" """""" """""" """""" 8 False True all False False 0 0.7 6.462758074174032 42.06884244 -10.25033392 0.23336879602480443 22.81 15.643731943571568 16.987630991101266 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.938865799922496 14.514916305621142 6.183523001061735 -0.28059225429296575 2.347353814828355 0.1955246360597318 0.46076264270635825 False 0.01525 Inputed -19.12074571486266 -19.136099962509 """""" """""" """"""
-0.16677593039533528 0.09050997295230837 -5.4806030102163135 17.11182347542881 5161.382803795497 78.67017681860742 29 14 14 55.00914359977469 41 True False 2019dsq 163.09583291666 72.08055 SNIa 0.033 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 163.09583291666 72.08055 TNS 2019dsq ZTF19aarhxgn 2019dsq SNIa 0.033 0.12997519890788567 1.1195069826811164 0.33276407363537785 0.5633073975008571 1.1195069826811164 1.826286704512615 20.90385258180511 20.90385258180511 34.10529101796958 34.10529101796958 58606.195462999865 58594.21533560008 16.66341872516401 16.667675356775007 16.66341872516401 5.990330354609581 3.1405001686723883 2.025633548029181 163.09564857 72.08110981 0.000694223276639927 14.988485187387466 15.774873059892656 15.22033399066925 0.96 """""" """""" """""" """""" 0 False True all False False 0 3.1405001686723883 2.025633548029181 163.09564857 72.08110981 0.000694223276639927 14.988485187387466 15.774873059892656 15.22033399066925 0.96 False False 0.3 0.7 1.5 0.02 8 3 11.980127399787307 2.025633548029181 3.1405001686723883 0.5545390692234058 0.6450034832781096 -0.8928022968823512 -1.4430847344947608 False 0.033 Inputed -19.179950088749468 -19.175693457138472 """""" """""" """"""
-0.12552827359787883 0.3826988584184116 -8.339129770827876 19.527846159958457 5132.1090319985415 199.93071966012937 41 21 21 35.04283569986001 55 True True 2021vzd 341.84258750000004 15.058927777777779 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 341.84258750000004 15.058927777777779 TNS 2021vzd ZTF21abtmczy 2021vzd SNIa 0.1 0.09711151868554779 0.4212175552180817 0.1720117173238691 0.25089161413657024 0.4212175552180817 0.6094101941432122 12.249647783440698 12.249647783440698 22.793187916419306 22.793187916419306 59451.31504630018 59438.37798610004 19.083250278353596 19.30086052079989 19.083250278353596 0.64426356885091 2.0183629185260257 2.4336212268433868 341.8431937608105 15.0592657763276 0.0016462588084870111 17.011324622800352 17.821982484602927 17.303147125935553 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 1.2935130788229672 341.842782471679 15.0592338091874 0.059314574673889786 24.150499595594408 21.964367231159212 23.030576188316346 0.1 False False 0.3 0.7 1.5 0.02 8 3 12.937060200143605 2.4336212268433868 2.0183629185260257 0.5188353586673742 1.2057401592675994 -1.4788780361969636 -1.780103152418043 False 0.1 Inputed -19.200491820117332 -18.982881577671037 """""" """""" """"""
-0.21531311082843624 0.12104827526210127 -11.698347747067555 18.35072931623239 5497.986700205995 72.55213675075876 67 27 27 41.988483800087124 48 True True 2020wcn 356.0064208333333 25.963033333333332 SNIa 0.048 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 356.0064208333333 25.963033333333332 TNS 2020wcn ZTF20achzugy 2020wcn SNIa 0.048 0.1730076660833504 1.3011032928429742 0.40062620342892785 0.6618798353061948 1.3011032928429742 2.1280913647121125 13.066442179924467 13.066442179924467 28.92204162016266 28.92204162016266 59146.19190970017 59131.23407409992 17.786865378268992 17.840173320461737 17.786865378268992 1.1876801564058341 3.0392996817634406 0.07121319775230636 356.00644178038 25.9630393850765 0.000464916086782452 14.676935335724355 15.838223935465813 15.063818290071488 0.97 """""" """""" """""" """""" 0 False True all False False 0 3.0392996817634406 0.07121319775230636 356.00644178038 25.9630393850765 0.000464916086782452 14.676935335724355 15.838223935465813 15.063818290071488 0.97 False False 0.3 0.7 1.5 0.02 8 3 14.957835600245744 0.07121319775230636 3.0392996817634406 0.7744056453943244 0.02343079169836505 -2.0019493849959247 -2.7230470881975037 False 0.048 Inputed -18.878002966749914 -18.82469502455717 """""" """""" """"""
-0.1065100807412359 0.41729671136912005 -4.6024031993736045 18.175827089038002 5144.221775431594 117.58233783944303 39 19 19 33.04809030005708 33 True False 2020adhi 22.60555833333333 -16.756847222222223 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 22.60555833333333 -16.756847222222223 TNS 2020adhi ZTF20acyzsol 2020adhi SNIa 0.05 0.08994512727154103 0.6800594090920775 0.2190005273922644 0.3598327071178531 0.6800594090920775 1.0577617567888353 19.66791538413711 19.66791538413711 13.380174915919975 13.380174915919975 59216.17048610002 59200.10556709999 18.003334366017608 18.003334366017608 18.00770461406478 0.7574392564067169 1.4929844827946936 11.65373844262432 22.60893187 -16.75705794 0.016865998665101634 17.617378102636337 18.249981150794028 17.891882687193156 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.4929844827946936 11.65373844262432 22.60893187 -16.75705794 0.016865998665101634 17.617378102636337 18.249981150794028 17.891882687193156 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.06491900002584 11.65373844262432 1.4929844827946936 0.3580984636008715 7.805666151874449 0.24664678477642 -0.11582192687162518 False 0.05 Inputed -18.746834017110494 -18.751204265157668 """""" """""" """"""
-0.0847959657044333 0.17320044147269792 -11.254440803724643 19.016179627471235 3801.0174759688625 230.2039578503529 121 81 81 71.89299770025536 27 True False 2021dex 232.87275 79.82048888888889 SNIIb 0.055 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 232.87275 79.82048888888889 TNS 2021dex ZTF21aalimya 2021dex SNIIb 0.055 0.6239266745646894 1.0002865748269691 0.7121988659702225 0.8042597044991666 1.0002865748269691 1.2131451780677125 28.39432034216926 28.39432034216926 43.498677358086105 43.498677358086105 59276.36109950021 59257.389097199775 18.49720900349933 19.060561129983224 18.49720900349933 0.5242393910919642 1.2853253718747775 5.2373929381497755 232.86699456 79.8194488 0.007574947050112302 18.462541378211974 18.742983857011794 18.659147690343858 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.2853253718747775 5.2373929381497755 232.86699456 79.8194488 0.007574947050112302 18.462541378211974 18.742983857011794 18.659147690343858 1.0 False False 0.3 0.7 1.5 0.02 8 3 18.972002300433815 5.2373929381497755 1.2853253718747775 0.08383616666793614 4.074760409117659 -0.31757727297143035 0.16193868684452895 False 0.055 Inputed -18.46683690318559 -17.903484776701696 """""" """""" """"""
-0.004294995328540978 0.3069355078136698 -16.46504593073093 18.475323479958057 4771.951898599744 175.61103825523458 59 33 33 74.86804400011897 81 True True 2020aawo 159.52469166666663 39.17594722222222 SNII 0.030371 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 159.52469166666663 39.17594722222222 TNS 2020aawo ZTF20actnuls 2020aawo SNII 0.030371 0.2914846926648522 0.715769765588611 0.388736643477138 0.491694714458756 0.715769765588611 0.9659408003374779 264.54682322888067 264.54682322888067 -189.6787792287617 -189.6787792287617 59183.512083299924 59177.49879630003 18.302615996711005 18.509325759028986 18.302615996711005 2.3714467148573033 5.297118210555535 8.685741673389794 159.5273604000655 39.17718866333345 0.0010424519153189316 13.601346556545497 14.54936133779168 13.916181359174253 0.9800000000000001 """""" """""" """""" """""" 6 False True all False False 0 0.7 3.103204577334464 159.523624892766 39.17619045739 0.06530448580759107 22.754625069885254 22.022041185688973 22.486797851560116 0.18333333333333335 False False 0.3 0.7 1.5 0.02 8 3 6.013286999892443 8.685741673389794 5.297118210555535 0.6331799786174273 1.639710749909596 -3.9599644212373057 -4.386434637536752 False 0.030371 Inputed -17.359070135614644 -17.152360373296663 """""" """""" """"""
-0.06549833846096415 0.32592383284778276 6.5098195338465406 17.42054150217195 5760.014222107079 130.3347536390122 17 10 10 15.985381999984384 191 True False 2017hfo 303.62291708333 19.1203 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 303.62291708333 19.1203 TNS 2017hfo ZTF18acxhfkq 2017hfo CV 0.0 -0.1738358385295058 0.25054721735886787 -0.08046040938694077 0.021053190446732373 0.25054721735886787 0.5189948967915292 36.60456990249446 36.60456990249446 -20.619187902510077 -20.619187902510077 58801.08599539986 58788.107580999844 17.02964858351997 17.02964858351997 17.73021561567314 4.127484842967907 0.8106123984631668 0.0967779934611686 303.62289066 19.12030997 0.0008413444215168431 18.931833447599413 18.58351430416107 18.630729429244994 0.0 """""" """""" """""" """""" 0 False True all False False 0 0.8106123984631668 0.0967779934611686 303.62289066 19.12030997 0.0008413444215168431 18.931833447599413 18.58351430416107 18.630729429244994 0.0 False False 0.3 0.7 1.5 0.02 8 3 12.978414400015026 0.0967779934611686 0.8106123984631668 -0.047215125083923226 0.11938874071584542 1.5538657206411024 0.9005138135718553 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.15885662935994685 0.30855900968717614 -10.951393847775098 19.13999847522141 4879.574585071036 208.50599984514992 12 6 6 13.977939799893647 75 True False 2021auq 211.92490833333332 -20.74063611111111 SNIa 0.076 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 211.92490833333332 -20.74063611111111 TNS 2021auq ZTF21aahfqch 2021auq SNIa 0.076 0.18940803742118106 0.5186929627093413 0.2658416335676286 0.34610382675067797 0.5186929627093413 0.7083977742775183 -3.549485729172096 -3.549485729172096 17.527425529065745 17.527425529065745 59250.52462959988 59250.52462959988 18.948939006848494 19.23062692355157 18.948939006848494 2.8893681630922066 3.0218907431514754 4.273359817346397 211.92614096 -20.74091941 0.0019475311956189678 16.044832884573935 16.867625544691087 16.335180800533294 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.0218907431514754 4.273359817346397 211.92614096 -20.74091941 0.0019475311956189678 16.044832884573935 16.867625544691087 16.335180800533294 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 4.273359817346397 3.0218907431514754 0.5324447441577931 1.4141344544077683 -2.3630013788604813 -2.6137582063152003 False 0.076 Inputed -18.727704277584202 -18.446016360881128 """""" """""" """"""
-0.004014927249219601 0.2748433740240644 -17.127793904718825 17.635916040119994 4302.095344669646 257.68221701777657 33 33 33 62.86666670022532 43 True True 2020ute 127.37562499999996 31.674669444444447 SNII 0.0183 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 127.37562499999996 31.674669444444447 TNS 2020ute ZTF20acfwrln 2020ute SNII 0.0183 0.42319402467601464 0.7237188152316243 0.4940816409483517 0.5677410701407943 0.7237188152316243 0.8918479628779252 319.52478332465427 319.52478332465427 -256.65811662442894 -256.65811662442894 59137.488067099825 59122.52348379977 17.584236315352303 17.664289166329855 17.584236315352303 2.0266923160197154 2.975003569813666 3.5192052027772642 127.37498459157399 31.675480972990847 0.0002273256295646231 13.396861251081228 14.355787645761968 13.725011684913635 0.8300000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.975003569813666 3.5192052027772642 127.37498459157399 31.675480972990847 0.0002273256295646231 13.396861251081228 14.355787645761968 13.725011684913635 0.8300000000000001 False False 0.3 0.7 1.5 0.02 8 3 14.964583300054073 3.5192052027772642 2.975003569813666 0.6307759608483323 1.1829246991450444 -3.308501520567887 -3.8592246304386677 False 0.0183 Inputed -16.970824658449953 -16.8907718074724 """""" """""" """"""
-0.19199478589409597 0.21960824343833676 -9.1640278770005 17.893739275482886 5925.685314426966 112.71239323887526 70 49 49 73.82574070012197 105 True True 2021tnt 308.77419999999995 3.4381583333333334 SNIa 0.046 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 308.77419999999995 3.4381583333333334 TNS 2021tnt ZTF21abmfrad 2021tnt SNIa 0.046 -0.046775803488973366 0.514147904087487 0.07473657654889365 0.20815848471249865 0.514147904087487 0.8786796051399541 14.657315089534034 14.657315089534034 59.16842561058793 59.16842561058793 59426.32449069992 59410.39872690011 17.249101731836006 17.249101731836006 17.499241223826402 4.2069663472448315 2.1341072904216447 4.0586671518625215 308.77492947864596 3.43729762313047 0.004202764157209993 17.66005834485054 18.273714651241303 17.874363426499364 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.1341072904216447 4.0586671518625215 308.77492947864596 3.43729762313047 0.004202764157209993 17.66005834485054 18.273714651241303 17.874363426499364 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 15.92576379980892 4.0586671518625215 2.1341072904216447 0.3993512247419382 1.9018102651533668 1.0246129194052962 0.37512220267296215 False 0.046 Inputed -19.072178519242733 -19.32231801123313 """""" """""" """"""
-0.06364387758629028 0.17509689672931655 -19.98886812289814 17.108261513152907 5413.63067526607 161.84246614543477 77 30 30 72.90030100010335 140 True True 2019vb 198.59612083333 30.485209055555 SNIIP 0.02014 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 198.59612083333 30.485209055555 TNS 2019vb ZTF19aadnxog 2019vb SNIIP 0.02014 0.1391528616516311 0.5614845050616601 0.23503347165434008 0.3371773000410201 0.5614845050616601 0.8147125494744039 27.42734105966799 27.42734105966799 45.47295994043536 45.47295994043536 58522.53111110022 58502.49248840008 16.651828956768 16.68352384915292 16.651828956768 11.715345659311437 5.122576278087836 8.22507377945244 198.5983775937405 30.484009968680702 0.0012791397294599216 13.980900446814895 14.651684274255633 14.218978671527505 0.9944444444444444 """""" """""" """""" """""" 19 False True all False False 0 0.7065789661014492 0.7460301888449202 198.59598084 30.48537755 0.002955994133723383 20.62962772257626 14.843203828859329 19.048105483829975 1.0 False False 0.3 0.7 1.5 0.02 8 3 20.038622700143605 8.22507377945244 5.122576278087836 0.4327056027281273 1.605651791782144 -2.031839574897287 -2.4328502852404945 False 0.02014 Inputed -18.112290341334777 -18.080595448949857 """""" """""" """"""
-0.09183884938335321 0.3838783496247493 -30.458085745436982 17.373602397981177 3460.2077452212493 343.0202054576439 12 12 12 32.91388890007511 49 True True 2020ery 215.2421333333333 -22.75742222222222 SNIa 0.027 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 215.2421333333333 -22.75742222222222 TNS 2020ery ZTF20aawfnro 2020ery SNIa 0.027 0.9082092856135588 1.1872883401359573 0.9751168715514495 1.0439023860451861 1.1872883401359573 1.338741940952012 -19.969416745622745 -19.969416745622745 52.88330564569785 52.88330564569785 58964.40074069984 58964.33717590012 17.478335868561736 18.73632375600205 17.478335868561736 4.880501503082766 2.9661141829190663 5.159171439673755 215.2433535092345 -22.7565346793469 0.0005241299808464994 14.157833977081776 15.008558488292694 14.441333289780616 0.9650000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.9661141829190663 5.159171439673755 215.2433535092345 -22.7565346793469 0.0005241299808464994 14.157833977081776 15.008558488292694 14.441333289780616 0.9650000000000001 False False 0.3 0.7 1.5 0.02 8 3 0.06356479972600937 5.159171439673755 2.9661141829190663 0.5672251985120784 1.739370476492047 -3.7277652677093567 -3.03700257878112 False 0.027 Inputed -17.926054260626458 -16.668066373186143 """""" """""" """"""
-0.13139951010159368 0.3454498261578117 -5.813634926394425 18.1972434365304 5820.672227794015 209.11708589572325 17 12 12 58.77537029981613 66 True False 2021dks 246.0850833333333 2.355238888888889 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 246.0850833333333 2.355238888888889 TNS 2021dks ZTF21aalofsw 2021dks SNIa 0.06 -0.09239492532718785 0.17424903675802383 -0.030747180695293252 0.034159349412522744 0.17424903675802383 0.3289101572030333 14.237706800755246 14.237706800755246 44.53766349906088 44.53766349906088 59275.46267359983 59263.50046300003 17.80658843478953 17.80658843478953 17.98813396774787 0.23295436782201176 6.363561241154496 7.1595874523193395 246.08390706 2.35684324 0.0052467140504611764 15.562853428602219 16.433364716243744 15.891703790068625 1.0 """""" """""" """""" """""" 0 False True all False False 0 6.363561241154496 7.1595874523193395 246.08390706 2.35684324 0.0052467140504611764 15.562853428602219 16.433364716243744 15.891703790068625 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.96221059979871 7.1595874523193395 6.363561241154496 0.5416609261751191 1.125091309881136 -1.373223718545784 -2.0964301776792453 False 0.06 Inputed -19.16736701344993 -19.348912546408272 """""" """""" """"""
-0.02897379764201695 0.45026638415788267 -4.886794152452616 17.37512269463496 4377.307475838303 199.98074355483385 67 38 38 73.85601849993691 88 True False 2021fpl 303.577583 -18.182381 SLSN-I 0.115 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 303.577583 -18.182381 TNS 2021fpl ZTF21aaxwpyv 2021fpl SLSN-I 0.115 0.31993429678815843 0.6935249387210973 0.4065037878925182 0.49750745315834877 0.6935249387210973 0.9094911084881545 30.612372057072417 30.612372057072417 43.24364644286449 43.24364644286449 59342.44018519996 59334.48024309985 17.263900878018035 17.59405299021287 17.263900878018035 0.34287475205463697 0.9290299728637808 0.11066241831767 303.57756192 -18.18235768 0.013645268144536149 22.24813520941734 23.19580182557106 22.2980487224102 0.6333333333333334 """""" """""" """""" """""" 0 False True all False False 0 0.9290299728637808 0.11066241831767 303.57756192 -18.18235768 0.013645268144536149 22.24813520941734 23.19580182557106 22.2980487224102 0.6333333333333334 False False 0.3 0.7 1.5 0.02 8 3 7.9599421001039445 0.11066241831767 0.9290299728637808 0.8977531031608592 0.1191160904922665 5.60174883535819 5.034147844392166 False 0.115 Inputed -21.32996910252555 -20.999816990330714 """""" """""" """"""
-0.004408251603175858 0.29924568281573605 -8.250933960778497 18.40673560565009 4892.124884842144 158.42010555476327 88 63 63 73.79261579969898 65 True True 2019oot 345.06956166666 24.78553175 SNII 0.039 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 345.06956166666 24.78553175 TNS 2019oot ZTF19abrbmvt 2019oot SNII 0.039 0.18473670471033898 0.6305600231411645 0.28581346710751276 0.3935849425196096 0.6305600231411645 0.8985654119733049 288.20647592576336 288.20647592576336 -214.41386012606438 -214.41386012606438 58743.17089120019 58720.40256940015 18.26723273242616 18.275855221975895 18.26723273242616 0.9447139112627809 3.00753670083988 15.475592494982706 345.066722093169 24.782091808687 0.0023572313298668712 14.169990409145356 15.24807354847908 14.568911422991754 0.975 """""" """""" """""" """""" 3 False True all False False 0 0.7 7.716457524621419 345.07192206097 24.785485580961 0.2754510827140215 22.61458187578201 23.178426383533477 23.540289347019197 0.1 False False 0.3 0.7 1.5 0.02 8 3 22.76832180004567 15.475592494982706 3.00753670083988 0.679162125487327 5.145603872651336 -3.027781673496815 -3.698321309434405 False 0.039 Inputed -17.94206975364179 -17.933447264092052 """""" """""" """"""
-0.2007925883584053 0.2052525258630908 -7.301888743076367 17.722969274506745 6081.170210733025 130.9190351527863 38 29 29 73.95630789967254 48 True True 2019cxg 207.03749999999 30.831761 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 207.03749999999 30.831761 TNS 2019cxg ZTF19aaozpew 2019cxg SNIa 0.06 -0.11207832683023966 0.33367478459067357 -0.013758745559847796 0.09295997603216577 0.33367478459067357 0.6145090581822181 12.705968759536582 12.705968759536582 61.25033914013596 61.25033914013596 58592.423669000156 58580.3021296002 17.060405210357064 17.060405210357064 17.310659526454643 6.3570730489969405 1.8263548414511688 1.6408636982420193 207.03802426081802 30.8316896123441 0.0029403927445695865 18.204736222358346 18.524232475675344 18.417125464462043 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.8263548414511688 1.6408636982420193 207.03802426081802 30.8316896123441 0.0029403927445695865 18.204736222358346 18.524232475675344 18.417125464462043 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.121539399959147 1.6408636982420193 1.8263548414511688 0.10710701121330146 0.8984364160790552 1.4638272653182796 1.1064659380073998 False 0.06 Inputed -19.844841454743158 -20.095095770840736 """""" """""" """"""
-0.12750798134393457 0.3305703765097989 -3.748210839742142 18.548944532574133 5702.054822963961 79.85825882024095 26 11 11 35.91456020018086 70 True False 2019onp 315.01192875 -14.36470411111 SNIa 0.082 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 315.01192875 -14.36470411111 TNS 2019onp ZTF19abqjypm 2019onp SNIa 0.082 -0.041410025388486815 0.8183623830049385 0.13426679039977074 0.33442997321253287 0.8183623830049385 1.4338567418534183 13.850953170850541 13.850953170850541 22.063607029330317 22.063607029330317 58723.25637729978 58714.33851849986 18.249272729000594 18.249272729000594 18.389833945629555 1.999370089623066 0.5638829267264263 0.07155517593723146 315.0119107 -14.36469466 0.000247146741980786 18.27395635086298 19.45509526729584 18.706052153623105 0.85 """""" """""" """""" """""" 0 False True all False False 0 0.5638829267264263 0.07155517593723146 315.0119107 -14.36469466 0.000247146741980786 18.27395635086298 19.45509526729584 18.706052153623105 0.85 False False 0.3 0.7 1.5 0.02 8 3 8.917858799919486 0.07155517593723146 0.5638829267264263 0.7490431136727338 0.12689722023087108 1.2058225382952443 0.3162182079935505 False 0.082 Inputed -19.454666556816985 -19.595227773445945 """""" """""" """"""
-0.1767834922614966 0.4088863960036805 -6.397390364507205 16.961199773297032 6022.522085159211 205.82695185494595 30 13 13 25.91252309968695 386 True False 2021qqr 257.3738166666666 -22.44768611111111 SNIa 0.0309549998 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 257.3738166666666 -22.44768611111111 TNS 2021qqr ZTF21abhfzzs 2021qqr SNIa 0.0309549998 -0.130444422811145 0.13214516896451656 -0.06985329088010772 -0.0059775178992822475 0.13214516896451656 0.2849921152706578 8.679485263198139 8.679485263198139 17.233037836488812 17.233037836488812 59394.33523150021 59384.317187500186 16.510407662524898 16.510407662524898 16.734774360112226 0.6298810135808615 3.7937447897244216 17.61348694459388 257.36852335 -22.44762357 0.0018747357850296131 13.488817279815674 17.167409869384766 13.749036013412475 1.0 """""" """""" """""" """""" 28 False True all False False 0 0.9649775702312913 1.5707323870384178 257.3742805 -22.44760489 0.002502022236385182 19.244208977508546 20.16121131515503 19.361575636291505 0.28 False False 0.3 0.7 1.5 0.02 8 3 10.018044000025839 17.61348694459388 3.7937447897244216 3.418373855972291 4.642770645063167 0.6570022068598682 -2.985738346699751 False 0.0309549998 Inputed -18.968583998495394 -19.192950696082722 """""" """""" """"""
-0.1399931479568243 0.33642905221592206 -5.042537224606688 18.795416392398838 5919.937375094832 167.4329455911008 39 21 21 45.93658560002223 29 True False 2020adfb 40.646054166666666 9.025063888888889 SNIa 0.11 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 40.646054166666666 9.025063888888889 TNS 2020adfb ZTF20acyntiu 2020adfb SNIa 0.11 -0.11057883803805524 0.2259559024632054 -0.03429894200844075 0.04705375853509963 0.2259559024632054 0.4281759990388636 11.721879177143556 11.721879177143556 34.21470642287867 34.21470642287867 59211.2113194 59202.228483799845 18.34462427273041 18.34462427273041 18.50594735595515 0.842922534649586 1.938359171016772 4.419182152691708 40.64531638 9.02407599 0.0015943169472776297 16.38772967300415 17.173139587116243 16.779066971206664 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.938359171016772 4.419182152691708 40.64531638 9.02407599 0.0015943169472776297 16.38772967300415 17.173139587116243 16.779066971206664 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.982835600152612 4.419182152691708 1.938359171016772 0.39407261590957887 2.279857220874918 -1.1714846856141676 -1.7268803847484868 False 0.11 Inputed -19.989212426474538 -20.150535509699278 """""" """""" """"""
-0.10014855174959432 0.38610654763890395 -24.82886321491331 18.16151716007921 5482.8844750868175 235.1438954389016 28 14 14 33.949988400097936 34 True True 2021R 225.1217208333333 22.38486111111111 SNIa 0.057352 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 225.1217208333333 22.38486111111111 TNS 2021R ZTF21aaabzsj 2021R SNIa 0.057352 0.09385563462407731 0.3645155265847322 0.15714201883272239 0.2232839758534837 0.3645155265847322 0.5183450527111972 -11.359708078482683 -11.359708078482683 45.30969647858062 45.30969647858062 59219.518194399774 59215.551342600025 18.148227138321758 18.19876135976076 18.148227138321758 1.3295786622951364 1.9128753038805744 1.1623354293689279 225.1217895515845 22.3845445541682 0.000616008684151681 16.15006903960824 17.30117104899645 16.568695087524652 0.9850000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.9128753038805744 1.1623354293689279 225.1217895515845 22.3845445541682 0.000616008684151681 16.15006903960824 17.30117104899645 16.568695087524652 0.9850000000000001 False False 0.3 0.7 1.5 0.02 8 3 3.966851799748838 1.1623354293689279 1.9128753038805744 0.732475961471799 0.607637846027362 -0.8975903107643077 -1.5795320507971056 False 0.057352 Inputed -18.907933844483665 -18.857399623044664 """""" """""" """"""
-0.06911339169242427 0.4084247824829206 -20.225649836226523 18.917501609684273 6873.157133576206 296.82407452412366 31 18 18 72.96623850008473 48 True True 2019vcb 189.73491666666663 33.16591111111111 TDE 0.089 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 189.73491666666663 33.16591111111111 TNS 2019vcb ZTF19acspeuw 2019vcb TDE 0.089 -0.23997327474114627 -0.08117340130550232 -0.20247995306019106 -0.1635429748308077 -0.08117340130550232 0.007469504555380979 18.730003160028588 18.730003160028588 54.23623534005614 54.23623534005614 58828.551076400094 58802.551631900016 18.290137802685816 18.290137802685816 18.65147811098133 1.386594791512937 0.5789993650337733 0.02560621371905932 189.734922505564 33.1659059436153 0.00025450958876027663 18.247608210445048 19.002505304882526 18.496124180897475 0.41500000000000004 """""" """""" """""" """""" 0 False True all False False 0 0.5789993650337733 0.02560621371905932 189.734922505564 33.1659059436153 0.00025450958876027663 18.247608210445048 19.002505304882526 18.496124180897475 0.41500000000000004 False False 0.3 0.7 1.5 0.02 8 3 25.999444500077516 0.02560621371905932 0.5789993650337733 0.5063811239850509 0.044224942660456464 0.7123675021967095 -0.15535393008385512 False 0.089 Inputed -19.374180567425654 -19.735520875721168 """""" """""" """"""
-0.16826110801996544 0.2200230326192285 -8.16480160303287 19.382731225644118 6040.376978273505 127.71816430128328 40 26 26 55.931261599995196 30 True True 2021coj 208.01014583333333 41.04999722222222 SNIa 0.107023 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 208.01014583333333 41.04999722222222 TNS 2021coj ZTF21aajvtsq 2021coj SNIa 0.107023 -0.09355389016285898 0.3724777435613724 0.008974216618316433 0.12044475113854247 0.3724777435613724 0.6674066318147567 13.941334217677307 13.941334217677307 41.98992738231789 41.98992738231789 59268.49716439983 59255.38908560015 18.798055937845874 18.798055937845874 18.933015828184303 0.7005850948232445 2.3257119996500304 3.9664502024466417 208.010507346971 41.0489296941081 0.002897554726431384 17.071927318998874 18.052902372061908 17.426960444643797 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.3257119996500304 3.9664502024466417 208.010507346971 41.0489296941081 0.002897554726431384 17.071927318998874 18.052902372061908 17.426960444643797 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.10807879967615 3.9664502024466417 2.3257119996500304 0.6259419274181113 1.705477807675029 -0.7451535657839656 -1.506055383540506 False 0.107023 Inputed -19.50125206583835 -19.63621195617678 """""" """""" """"""
-0.15953642697065337 0.23921084918074728 -10.027043189500716 19.144169610420143 5028.057519451465 155.29016090114087 24 21 21 47.986574000213295 38 True True 2020bc 238.71384999999998 30.02531111111111 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 238.71384999999998 30.02531111111111 TNS 2020bc ZTF20aabqiiy 2020bc SNIa 0.08 0.16178962004498487 0.611032458575508 0.26340395737696554 0.3719132764173452 0.611032458575508 0.8821981037803894 9.920408284945953 9.920408284945953 38.066165715267346 38.066165715267346 58861.490937499795 58850.50952549977 18.662989993977128 18.662989993977128 18.73540471753684 1.1790587501946774 1.7727680661540557 4.197619408619681 238.71519663947248 30.02529754859235 0.0061002924701490935 18.33449493057728 18.90786608294487 18.60348432914853 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.7727680661540557 4.197619408619681 238.71519663947248 30.02529754859235 0.0061002924701490935 18.33449493057728 18.90786608294487 18.60348432914853 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 10.981412000022829 4.197619408619681 1.7727680661540557 0.304381753796342 2.3678333837128713 0.24487608896774304 -0.13192038838831266 False 0.08 Inputed -19.054529304534537 -19.12694402809425 """""" """""" """"""
-0.1556746138616092 0.23534105240011682 -6.0511452136691215 17.018884503622175 6063.075717822424 124.97287180857757 59 19 19 72.85374999977648 41 True True 2019vu 210.58291999999 59.420093027777 SNIa 0.03208 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 210.58291999999 59.420093027777 TNS 2019vu ZTF19aadnxat 2019vu SNIa 0.03208 -0.11746519553656753 0.35105933534768496 -0.014751012557439935 0.09717538368881762 0.35105933534768496 0.6493222499649818 20.178216020467183 20.178216020467183 52.6755339793093 52.6755339793093 58511.451053199824 58494.51491900021 16.431061144356573 16.431061144356573 16.65963030880422 8.079119658442629 5.362414643397623 11.414857562907786 210.588767459845 59.41899575430345 0.009995492324980315 16.229784605968597 16.70952343396902 16.420822805001137 0.985 """""" """""" """""" """""" 3 False True all False False 0 0.7 2.6818331097106065 210.58374594 59.41947789 0.04758661705916978 22.63661199323535 21.333192128098013 23.08182039348483 0.5 False False 0.3 0.7 1.5 0.02 8 3 16.936134199611843 11.414857562907786 5.362414643397623 0.2887006289678844 2.1286786498246872 0.2784622896124489 -0.23880750380308413 False 0.03208 Inputed -19.121848768720024 -19.350417933167673 """""" """""" """"""
-0.10287397524208294 0.3753572083265564 -7.227929741454792 17.95017856992418 5897.033167994078 114.11553869780117 16 14 14 42.01215279987082 39 True True 2018khk 206.58033291666 14.181089 SNIa 0.0599 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 206.58033291666 14.181089 TNS 2018khk ZTF18acwyqeg 2018khk SNIa 0.0599 -0.06378154622382226 0.48153149531268724 0.054495176692388014 0.18426316273595944 0.48153149531268724 0.8351371430783061 2.2970949167400914 2.2970949167400914 39.715057883130726 39.715057883130726 58469.5249073999 58469.5249073999 17.732069071405306 17.732069071405306 17.833885197880033 3.822306853957433 2.601488860484581 3.1007875847274424 206.58119739840652 14.180890471273749 0.002064461003531415 16.649504253733753 17.30538401103854 16.949261134784223 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.601488860484581 3.1007875847274424 206.58119739840652 14.180890471273749 0.002064461003531415 16.649504253733753 17.30538401103854 16.949261134784223 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 0.0 3.1007875847274424 2.601488860484581 0.35612287625431804 1.1919280654347513 -0.4266850603667649 -0.88462406309581 False 0.0599 Inputed -19.3179437054406 -19.41975983191533 """""" """""" """"""
-0.13075219178848385 0.48571530116575745 -6.793270926083023 17.935098045212992 5388.722464784654 74.69766591071418 24 14 14 21.97868059994653 31 True False 2020cp 19.637583333333332 -27.603480555555556 SNIa 0.058 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 19.637583333333332 -27.603480555555556 TNS 2020cp ZTF20aabrydh 2020cp SNIa 0.058 0.09775613681414796 1.1323841732656916 0.3073316327255 0.547341052678675 1.1323841732656916 1.8852315788734266 10.686433373864123 10.686433373864123 11.292247226082406 11.292247226082406 58863.08431709977 58851.1275231 17.755866368343817 17.826728518999666 17.755866368343817 0.8975896078438298 2.67493348750915 4.283698169019531 19.63674842 -27.60441248 0.0008946631145896333 15.223037794601916 16.190622880041598 15.563479216504097 0.96 """""" """""" """""" """""" 0 False True all False False 0 2.67493348750915 4.283698169019531 19.63674842 -27.60441248 0.0008946631145896333 15.223037794601916 16.190622880041598 15.563479216504097 0.96 False False 0.3 0.7 1.5 0.02 8 3 11.956793999765068 4.283698169019531 2.67493348750915 0.6271436635375007 1.6014223116285533 -1.6361056389580675 -2.1923871518397196 False 0.058 Inputed -19.325017190623853 -19.254155039968005 """""" """""" """"""
-0.11402097494724303 0.37580729580505157 -7.139783221633417 19.260797199100427 5512.516810546306 211.56810332548886 52 39 39 54.935925900004804 33 True True 2020bws 202.29844999999997 38.22381666666667 SNII 0.055511 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 202.29844999999997 38.22381666666667 TNS 2020bws ZTF20aamazzl 2020bws SNII 0.055511 -0.014072968593374924 0.26643739087221263 0.050925823382961255 0.11926058149475693 0.26643739087221263 0.42849763804120755 18.40395578907543 18.40395578907543 36.53197011092938 36.53197011092938 58898.45398150012 58881.493564799894 18.885158347376244 18.885158347376244 18.978675390762024 0.9394547713378267 4.403344398451501 7.913860176991636 202.3012482274105 38.22381088310705 0.009925655483891571 16.956956546146273 17.614345200235547 17.290532482339742 0.9549999999999998 """""" """""" """""" """""" 1 False True all False False 0 0.7 3.360543515573652 202.298242161735 38.2228975730832 0.0635199386744486 22.540424683856966 22.48695567316294 22.573707064446808 0.425 False False 0.3 0.7 1.5 0.02 8 3 16.960416700225323 7.913860176991636 4.403344398451501 0.32381271789580524 1.7972385216506477 -1.2708131471406965 -1.6881429084222823 False 0.055511 Inputed -18.005710520953915 -18.099227564339696 """""" """""" """"""
-0.038729121536156215 0.3749012512558238 -20.589492721820143 19.16880482035161 4121.626525957836 273.80437247996997 24 21 21 67.94490740029141 42 True False 2020gjj 156.4573958333333 66.3124 SNII 0.04106 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 156.4573958333333 66.3124 TNS 2020gjj ZTF20aauvbez 2020gjj SNII 0.04106 0.518021237637381 0.8141051651541922 0.5881405105578565 0.6608109346891133 0.8141051651541922 0.9785317806524958 18.685881392636077 18.685881392636077 49.259026007655336 49.259026007655336 58969.184722200036 58955.241516199894 18.629231846541348 19.405760004806375 18.629231846541348 1.2580411913196667 2.9825344390067743 3.0432949375832044 156.45854164 66.31310904 0.0014730024994789037 15.94061195512712 16.86302519071102 16.232366939282418 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.9825344390067743 3.0432949375832044 156.45854164 66.31310904 0.0014730024994789037 15.94061195512712 16.86302519071102 16.232366939282418 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.9432060001418 3.0432949375832044 2.9825344390067743 0.6306582514286028 1.0203721029275572 -2.542734814095354 -2.39686490725893 False 0.04106 Inputed -17.692923398149475 -16.916395239884448 """""" """""" """"""
-0.20239977097753847 0.23266185746259693 -4.670962989593062 18.85945992747871 4017.496595690449 91.63500135042177 37 16 16 34.866458400152624 47 True True 2019abk 199.74865125 32.974653 SNIa 0.039 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 199.74865125 32.974653 TNS 2019abk ZTF19aaeopqn 2019abk SNIa 0.039 0.5205961895844666 1.5444802333177172 0.7380506255906525 0.9796675865196249 1.5444802333177172 2.235641685047014 8.473692821984871 8.473692821984871 26.392765578167754 26.392765578167754 58514.43372689979 58508.49347219989 18.50498410208827 18.95124080221626 18.50498410208827 1.8111139313231996 2.847163556132473 3.237766065560488 199.747952319688 32.97397102827535 0.0019630299176927046 16.37693956043899 17.450377242528795 16.740037275450227 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.847163556132473 3.237766065560488 199.747952319688 32.97397102827535 0.0019630299176927046 16.37693956043899 17.450377242528795 16.740037275450227 1.0 False False 0.3 0.7 1.5 0.02 8 3 5.940254699904472 3.237766065560488 2.847163556132473 0.7103399670785677 1.137190049579941 -1.5008635596874669 -1.7649468266380417 False 0.039 Inputed -17.70431838397968 -17.258061683851686 """""" """""" """"""
-0.1687671997054399 0.2559612200020117 -10.172734988135362 18.67207545776217 5893.761599688696 126.09364080195499 23 15 15 50.98224529996514 187 True True 2019olx 272.68821958333 11.088718222222 SNIa 0.076 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 272.68821958333 11.088718222222 TNS 2019olx ZTF19abpxttd 2019olx SNIa 0.076 -0.040527970598340346 0.45325475098156076 0.0680909943407606 0.1861912428797048 0.45325475098156076 0.7658971824604848 12.90783568254516 12.90783568254516 38.07440961741998 38.07440961741998 58725.15690970002 58710.15094910003 18.155750590256034 18.155750590256034 18.312986710303953 1.3708911733972928 1.5834820405057706 0.9706547722631913 272.688493764402 11.08870079093565 0.00250536653937794 18.493080226807596 19.575528030881884 18.813406998291015 0.9850000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.5834820405057706 0.9706547722631913 272.688493764402 11.08870079093565 0.00250536653937794 18.493080226807596 19.575528030881884 18.813406998291015 0.9850000000000001 False False 0.3 0.7 1.5 0.02 8 3 15.005960599984974 0.9706547722631913 1.5834820405057706 0.7621210325908692 0.6129875473378658 1.4197774406258503 0.5004202879870618 False 0.076 Inputed -19.363656574128743 -19.520892694176663 """""" """""" """"""
-0.10848833521978424 0.3583378201172355 -6.515449996001861 17.696906544995258 5725.615814962159 146.52533038805524 71 40 40 41.995682899840176 32 True True 2021E 62.97842916666667 16.803008333333334 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 62.97842916666667 16.803008333333334 TNS 2021E ZTF21aaaalaf 2021E SNIa 0.05 -0.05002464430072706 0.36181296200970436 0.04217318171119544 0.14129306215374982 0.36181296200970436 0.6147592246517988 10.962057426489995 10.962057426489995 31.03362547335018 31.03362547335018 59223.16696760012 59215.14927079994 17.30480085090312 17.30480085090312 17.435377534185037 0.3014895452744449 3.1480762310598926 6.478196370015338 62.9769814861059 16.80415618794625 0.001294394984113989 14.982400203208924 15.60729998653412 15.222862000961305 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.1480762310598926 6.478196370015338 62.9769814861059 16.80415618794625 0.001294394984113989 14.982400203208924 15.60729998653412 15.222862000961305 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.017696800176054 6.478196370015338 3.1480762310598926 0.3844379855728146 2.057827032935051 -1.697500864369001 -2.2125155332237316 False 0.05 Inputed -19.31916109699024 -19.449737780272155 """""" """""" """"""
-0.1527582160471972 0.24310650574204398 -9.448432724067303 19.196576584415347 5120.741094082062 127.07834362455827 87 44 44 51.82707179989666 51 True True 2020rpk 333.80746249999993 24.920366666666666 SNIa 0.076 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 333.80746249999993 24.920366666666666 TNS 2020rpk ZTF20abtsecq 2020rpk SNIa 0.076 0.14889852794846803 0.7096242490665787 0.2729094616342209 0.4072635811168652 0.7096242490665787 1.0617412491547853 14.745254274952023 14.745254274952023 37.08181752494463 37.08181752494463 59092.30118060019 59077.36562500009 18.708417391957873 18.708417391957873 18.871884533652086 0.6977095845708042 1.739271190928863 3.0314949436697685 333.807355403585 24.91953020470075 0.002429213059673252 17.579979612629415 18.04403320683956 17.81353266807318 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.739271190928863 3.0314949436697685 333.807355403585 24.91953020470075 0.002429213059673252 17.579979612629415 18.04403320683956 17.81353266807318 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.93555560009554 3.0314949436697685 1.739271190928863 0.23050053876638188 1.7429685258287924 -0.6643841851183119 -1.0583518655789064 False 0.076 Inputed -18.80475875078061 -18.968225892474823 """""" """""" """"""
-0.22425522158730177 0.20131369757659012 -7.799970934017997 16.23922426531767 4527.855415751626 166.30250582982498 73 46 46 73.9381019002758 66 True False 2020acch 24.56045833333333 36.609569444444446 SNIa 0.017072 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 24.56045833333333 36.609569444444446 TNS 2020acch ZTF20acvziuf 2020acch SNIa 0.017072 0.3008872516051522 0.754358667913916 0.40433597769186136 0.5141910563061458 0.754358667913916 1.0240569396489327 12.359419056814723 12.359419056814723 61.578682843461074 61.578682843461074 59206.21591439983 59193.204143499956 15.684837581878943 15.810467091879286 15.684837581878943 21.575669874306293 3.9592054129472665 7.441831817344706 24.55789212 36.60939673 0.0006442876616570281 13.577622663474083 14.588968460917473 13.897929065048695 0.9199999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.9592054129472665 7.441831817344706 24.55789212 36.60939673 0.0006442876616570281 13.577622663474083 14.588968460917473 13.897929065048695 0.9199999999999999 False False 0.3 0.7 1.5 0.02 8 3 13.011770899873227 7.441831817344706 3.9592054129472665 0.6910393958687777 1.879627612401384 -1.221498630961813 -1.7869085168302483 False 0.017072 Inputed -18.71870903383155 -18.59307952383121 """""" """""" """"""
-0.15999219407276813 0.295965612460539 -12.010051600599784 19.039493311797695 6112.646857377252 172.1580013378516 19 19 19 51.935995400417596 47 True True 2021qgh 4.232870833333333 -1.7125944444444443 SNIa 0.112 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 4.232870833333333 -1.7125944444444443 TNS 2021qgh ZTF21abgywtg 2021qgh SNIa 0.112 -0.1011319889993203 0.22763533615297504 -0.02639687141870084 0.05315903340913053 0.22763533615297504 0.42418417998634794 5.614769694767421 5.614769694767421 46.32122570565018 46.32122570565018 59392.45172449993 59382.4367244998 18.40319951681058 18.40319951681058 18.934158358375136 2.4269158812639113 0.8554352774960171 0.6126742179819981 4.232965595361986 -1.712453051767785 0.005143818745835471 21.02166310478568 21.133750189647674 20.783914686402085 0.8833333333333333 """""" """""" """""" """""" 0 False True all False False 0 0.8554352774960171 0.6126742179819981 4.232965595361986 -1.712453051767785 0.005143818745835471 21.02166310478568 21.133750189647674 20.783914686402085 0.8833333333333333 False False 0.3 0.7 1.5 0.02 8 3 10.015000000130385 0.6126742179819981 0.8554352774960171 0.34983550324558976 0.7162134109963108 2.7305506728370936 1.849756328026949 False 0.112 Inputed -19.60100527057511 -20.131964112139666 """""" """""" """"""
-0.17052892680033466 0.21345670582156884 -10.97564534104938 18.4828291045277 5646.9235938164475 139.22536311333965 29 20 20 74.81377319991589 41 True True 2019avy 217.836875 23.422319 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 217.836875 23.422319 TNS 2019avy ZTF19aakiyly 2019avy SNIa 0.07 0.01439751227856334 0.47343949220418935 0.11673007009730085 0.22704266228670633 0.47343949220418935 0.757533275268301 16.95885835773033 16.95885835773033 57.85491484218556 57.85491484218556 58541.41958330013 58522.54114580015 17.906238904478773 17.906238904478773 18.053086783448087 2.917695836428666 2.46200177681012 2.3880373346547117 217.8373789456815 23.422794597451848 0.003734176130586575 17.697609474925997 18.480209039833547 18.01784571105957 0.985 """""" """""" """""" """""" 0 False True all False False 0 2.46200177681012 2.3880373346547117 217.8373789456815 23.422794597451848 0.003734176130586575 17.697609474925997 18.480209039833547 18.01784571105957 0.985 False False 0.3 0.7 1.5 0.02 8 3 18.878437499981374 2.3880373346547117 2.46200177681012 0.462363328773975 0.9699576000098423 0.5739701353547737 -0.035241072388515704 False 0.07 Inputed -19.44207916814271 -19.588927047112023 """""" """""" """"""
-0.015113726215491927 0.49303021157145144 -14.738813204870887 17.750615522840903 5717.876338356645 120.75123669073052 130 85 85 73.95711810002103 81 True False 2018btl 279.304375 36.934988999999 SNIIP 0.02 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 279.304375 36.934988999999 TNS 2018btl ZTF18aatyqds 2018btl SNIIP 0.02 0.0572436561618197 0.6161849314839287 0.17981738791416646 0.31334569210623897 0.6161849314839287 0.9721706426685586 41.121078159096136 41.121078159096136 32.8360399409249 32.8360399409249 58261.45045140013 58252.381458300166 17.566250484762406 17.566250484762406 17.60786172726094 17.368164976419678 4.833419483357045 8.409919117155665 279.30166661 36.93586691 0.003609240507893796 15.413559861338138 15.84815653114319 15.53909563755989 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.833419483357045 8.409919117155665 279.30166661 36.93586691 0.003609240507893796 15.413559861338138 15.84815653114319 15.53909563755989 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.068993099965155 8.409919117155665 4.833419483357045 0.3090608935832986 1.739952252460936 -1.718093953619217 -2.0687660897010485 False 0.02 Inputed -17.141033041225153 -17.182644283723686 """""" """""" """"""
-0.056515295397232754 0.42588688857815427 -13.880563770842201 19.678745721466115 7475.3102582778265 267.003556746601 33 23 23 62.934351899661124 51 True True 2021ack 208.29161666666664 9.740374999999998 TDE 0.133 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 208.29161666666664 9.740374999999998 TNS 2021ack ZTF20acyydkh 2021ack TDE 0.133 -0.34328714161238594 -0.1841879785100069 -0.30602992738947066 -0.2671310376634324 -0.1841879785100069 -0.09401166389537963 27.21801912310602 27.21801912310602 35.716332776555106 35.716332776555106 59229.54659719998 59203.551562500186 18.935259439743543 18.935259439743543 19.372415000811646 0.5896145508098525 0.9507981644768864 0.09115351438111852 208.2916055263085 9.74039781597002 0.0004900121665455393 17.801998826274872 19.097207451125385 18.095396317619084 1.0 """""" """""" """""" """""" 0 False True all False False 0 0.9507981644768864 0.09115351438111852 208.2916055263085 9.74039781597002 0.0004900121665455393 17.801998826274872 19.097207451125385 18.095396317619084 1.0 False False 0.3 0.7 1.5 0.02 8 3 25.995034699793905 0.09115351438111852 0.9507981644768864 1.0018111335063011 0.09587051993444864 0.1619480113818419 -1.277018683192562 False 0.133 Inputed -19.544857127123056 -19.98201268819116 """""" """""" """"""
-0.18387681699385763 0.21612030980957297 -6.7687224744820265 16.051835969140242 6191.9813526910275 99.5747286898451 48 18 18 52.96249999990687 38 True True 2020vf 182.90417916666667 0.32231666666666664 SNIa 0.0203 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 182.90417916666667 0.32231666666666664 TNS 2020vf ZTF20aafcjln 2020vf SNIa 0.0203 -0.11928342008548931 0.4945575711842132 0.010872213077306014 0.15575741163042522 0.4945575711842132 0.9077984880954908 13.501928729953303 13.501928729953303 39.46057126995356 39.46057126995356 58873.39937500004 58861.45995370019 15.435701944074257 15.435701944074257 15.594107866255122 19.403805887118274 1.510320383458614 0.9734992440028594 182.904359920298 0.3225177990095925 0.0009320444220299873 17.30334652211845 17.832209900319576 17.50861819424391 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.510320383458614 0.9734992440028594 182.904359920298 0.3225177990095925 0.0009320444220299873 17.30334652211845 17.832209900319576 17.50861819424391 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.93942129984498 0.9734992440028594 1.510320383458614 0.3235917060756677 0.6445647259117028 2.396507956245319 1.9145103279887863 False 0.0203 Inputed -19.187282459986175 -19.34568838216704 """""" """""" """"""
-0.002492674987841078 0.4909500419208098 -20.657392176836016 18.8197884669047 4385.052999862607 312.0990767003906 31 30 30 70.8974653002806 34 True False 2019mbq 10.835357083333 -25.88393261111 SNII 0.1008 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 10.835357083333 -25.88393261111 TNS 2019mbq ZTF19abkfmjp 2019mbq SNII 0.1008 0.3888063193004001 0.6289683294893607 0.4460225527136217 0.5050903706796497 0.6289683294893607 0.760830235668088 264.76573297288576 264.76573297288576 -193.86826767260516 -193.86826767260516 58694.48098379979 58694.45924769994 18.619725852742874 18.993227038771366 18.619725852742874 1.3104809908913382 1.9578088552627202 1.0571978422319093 10.83506278 -25.8838056 0.001530281774557607 17.310681557413936 17.99190244845152 17.611492714875936 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.9578088552627202 1.0571978422319093 10.83506278 -25.8838056 0.001530281774557607 17.310681557413936 17.99190244845152 17.611492714875936 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.02173609985038638 1.0571978422319093 1.9578088552627202 0.3804097335755827 0.5399903261189627 -1.0013245903198467 -1.008233137866938 False 0.1008 Inputed -19.681679476512542 -19.30817829048405 """""" """""" """"""
-0.16233225582165658 0.29648893883229843 -4.086669424311515 18.777101260696462 5350.803872215407 221.7614346814039 27 8 8 8.989803200121969 56 True True 2020efk 138.36011666666667 16.43466666666667 SNIa 0.072191 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 138.36011666666667 16.43466666666667 TNS 2020efk ZTF20aaqnnrn 2020efk SNIa 0.072191 0.0054592619734883385 0.2758840348786258 0.06835834757768211 0.13432275764103707 0.2758840348786258 0.43105131899225313 12.361020559475385 12.361020559475385 -3.371217359353417 -3.371217359353417 58912.21474540001 58903.25629629986 18.532695373994866 18.54443674774671 18.532695373994866 1.294707922473697 1.8835290131194362 0.5103896468865392 138.36022487159602 16.4347632534675 0.0003318766919185867 15.468860480840206 16.644587440323832 15.803058120291233 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.8835290131194362 0.5103896468865392 138.36022487159602 16.4347632534675 0.0003318766919185867 15.468860480840206 16.644587440323832 15.803058120291233 0.975 False False 0.3 0.7 1.5 0.02 8 3 8.958449100144207 0.5103896468865392 1.8835290131194362 0.8415293200325991 0.27097519779705936 -1.8998493074228762 -2.7296372537036326 False 0.072191 Inputed -19.030459585362753 -19.01871821161091 """""" """""" """"""
-0.09960395968755459 0.17010371437650812 -8.987596937486881 18.985535924984017 5212.4397795623545 139.89089422498935 86 55 55 74.88841440016404 40 True True 2019avn 184.04860708333 35.954903888888 SNIa 0.088 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 184.04860708333 35.954903888888 TNS 2019avn ZTF19aailltc 2019avn SNIa 0.088 0.10736850275646503 0.5953144216871209 0.21641689902948613 0.3337742433756361 0.5953144216871209 0.8961077701722395 24.71658171285246 24.71658171285246 50.17183268731158 50.17183268731158 58538.35951389978 58522.43923609983 18.481753052579617 18.49170133482248 18.481753052579617 0.9389588337512064 0.8471791991596127 0.9769292958704128 184.04889642954 35.9547668404865 0.004594020325357162 20.67913131395072 21.159062143304347 21.120457934703232 0.74 """""" """""" """""" """""" 0 False True all False False 0 0.8471791991596127 0.9769292958704128 184.04889642954 35.9547668404865 0.004594020325357162 20.67913131395072 21.159062143304347 21.120457934703232 0.74 False False 0.3 0.7 1.5 0.02 8 3 15.920277799945325 0.9769292958704128 0.8471791991596127 0.038604208601114465 1.1531554325690596 2.6673608084818667 2.6387048821236156 False 0.088 Inputed -19.518904318194608 -19.508956035951744 """""" """""" """"""
-0.12316155488830313 0.3821689877561952 -8.198705747524869 18.98081056249211 5567.1948656219765 159.55542922111053 25 12 12 25.979143499862403 89 True True 2019mcb 308.10609958333 0.6371609722222 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 308.10609958333 0.6371609722222 TNS 2019mcb ZTF19abixauz 2019mcb SNIa 0.09 -0.0036150550640030588 0.38389821039420724 0.08400758269507236 0.17760208420439483 0.38389821039420724 0.6178044759310275 11.632399015311483 11.632399015311483 14.34674448455092 14.34674448455092 58704.372303199954 58692.35120370006 18.68409824040973 18.68409824040973 18.720036980717037 0.6394193923486113 1.7535927929165427 0.9192895398143283 308.1062190619305 0.6373866588257995 0.0008132609849930139 16.773366945962906 18.056006769990923 17.259049392790793 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.7535927929165427 0.9192895398143283 308.1062190619305 0.6373866588257995 0.0008132609849930139 16.773366945962906 18.056006769990923 17.259049392790793 0.99 False False 0.3 0.7 1.5 0.02 8 3 12.021099499892443 0.9192895398143283 1.7535927929165427 0.7969573772001297 0.5242320472162657 -0.6280914704188092 -1.460987587926244 False 0.09 Inputed -19.3303476644622 -19.366286404769504 """""" """""" """"""
-0.16126220608051092 0.3099893953600103 -7.274909174972027 18.52110390413518 5258.461826830397 117.61103101400727 26 17 17 35.939560200087726 46 True False 2020kkc 218.84606666666664 -13.654086111111111 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 218.84606666666664 -13.654086111111111 TNS 2020kkc ZTF20abaknoz 2020kkc SNIa 0.08 0.0910328605668056 0.681421706615474 0.2201557856462628 0.36105630682833834 0.681421706615474 1.0592649438691453 11.990310876923314 11.990310876923314 23.949249323164413 23.949249323164413 58999.25177079998 58987.24936340004 18.075534454260115 18.075534454260115 18.319864257201367 1.5368512988119798 1.7275067133381696 1.6960044188513248 218.84582308 -13.65367878 0.004408143319740598 18.842834331417084 19.182363211917878 19.039599898505212 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.7275067133381696 1.6960044188513248 218.84582308 -13.65367878 0.004408143319740598 18.842834331417084 19.182363211917878 19.039599898505212 0.99 False False 0.3 0.7 1.5 0.02 8 3 12.00240739993751 1.6960044188513248 1.7275067133381696 0.14276331341266513 0.9817642998179897 1.1068287576577625 0.7197356413038456 False 0.08 Inputed -19.47006976487001 -19.714399567811263 """""" """""" """"""
-0.0005799528872911322 0.4768727749257098 -0.8500939668340632 17.73243417630573 4837.39637889163 167.9679383215572 132 96 96 73.88526620017365 41 True False 2021hiv 192.2743458333333 -12.207669444444443 SNII 0.023 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 192.2743458333333 -12.207669444444443 TNS 2021hiv ZTF21aaquhqr 2021hiv SNII 0.023 0.13030874316765662 0.5329286095222798 0.22202318406675658 0.31951611795447477 0.5329286095222798 0.7728783687542418 1282.9650481751914 1282.9650481751914 -1209.0797819750178 -1209.0797819750178 59307.31456020009 59300.3368286998 17.686625309697206 17.686625309697206 17.71011992528469 3.519815502880791 5.121753181004092 7.547205276997867 192.27226312 -12.20716811 0.0039968855206690135 15.566519781112671 16.180779681825637 15.752595951616764 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 2.91084440904949 192.27371285 -12.20819005 0.022650211411123777 21.47032626311779 19.481591632556917 21.341004720950128 0.5 False False 0.3 0.7 1.5 0.02 8 3 6.977731500286609 7.547205276997867 5.121753181004092 0.42818373020887357 1.4735589573096686 -1.5058456278715688 -1.9575239736679269 False 0.023 Inputed -17.34391204396016 -17.367406659547644 """""" """""" """"""
-0.20383940877331566 0.20543694975593754 -4.553047767843673 16.44965259135828 5416.961905511585 304.32604451593136 40 30 30 74.95052090007812 93 True False 2019bp 95.591167083333 29.3229 SNIa 0.022 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 95.591167083333 29.3229 TNS 2019bp ZTF19aaairqh 2019bp SNIa 0.022 -0.015814336622810288 0.17301588001427604 0.028962915500706288 0.07533285048701188 0.17301588001427604 0.27757344236338 11.220118260304123 11.220118260304123 63.73040263977399 63.73040263977399 58495.22482640017 58487.215694400016 15.95928713741011 15.95928713741011 16.00770972953172 3.0878139370507274 2.6393501792045857 4.769791611983284 95.58969785 29.32256156 0.0020320907621780293 16.20509150056839 22.575436107635497 20.31015149650574 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.6393501792045857 4.769791611983284 95.58969785 29.32256156 0.0020320907621780293 16.20509150056839 22.575436107635497 20.31015149650574 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.009132000152022 4.769791611983284 2.6393501792045857 2.2652846111297578 1.8071840749152672 6.616148970225387 4.30244176697402 False 0.022 Inputed -18.949248478896006 -18.997671071017617 """""" """""" """"""
-0.07848930657333236 0.6296351905682064 -0.1822584871780677 17.824681579708567 5899.441951655874 79.11345536989845 102 81 81 61.68853010004386 68 True False 2020tn 105.84469999999997 33.01385277777778 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 105.84469999999997 33.01385277777778 TNS 2020tn ZTF20aaevbvv 2020tn SNIa 0.06 -0.14027083099042414 0.6629471320598554 0.02282219975601052 0.20941279433563054 0.6629471320598554 1.2428836922240691 19.468958966100846 19.468958966100846 42.21957113394302 42.21957113394302 58867.21249999991 58853.455266200006 17.54444059751894 17.54444059751894 17.728617353036103 3.5639378401631117 0.9457675176841971 0.5263940578439037 105.84485334 33.0139224 0.00390864069326613 20.455853837513924 20.653751707458497 20.63701432504654 0.99 """""" """""" """""" """""" 0 False True all False False 0 0.9457675176841971 0.5263940578439037 105.84485334 33.0139224 0.00390864069326613 20.455853837513924 20.653751707458497 20.63701432504654 0.99 False False 0.3 0.7 1.5 0.02 8 3 13.75723379990086 0.5263940578439037 0.9457675176841971 0.016737382411957213 0.5565787024837037 3.109311109939558 2.9083969720104363 False 0.06 Inputed -19.426883628161697 -19.61106038367886 """""" """""" """"""
-0.10670680727389345 0.24887661475609135 -5.983269997536274 17.544599971629772 5779.6335400749085 161.06123159849193 116 59 59 74.83449079981074 38 True True 2021ont 246.67698333333334 39.145272222222225 SNII 0.02833 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 246.67698333333334 39.145272222222225 TNS 2021ont ZTF21abdmevk 2021ont SNII 0.02833 -0.07158200005052251 0.2917474149699686 0.01052858967421244 0.09826690259746584 0.2917474149699686 0.5112223352722225 13.073797452615963 13.073797452615963 61.760693347194774 61.760693347194774 59374.37063660007 59368.347395800054 16.8712758494937 16.8712758494937 17.1288324505094 9.741512190120709 2.1317993033977 0.28745583727109775 246.6770788754435 39.1452424665599 0.000990505187891677 16.600392160173655 17.008670361127855 16.72776262808621 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.1317993033977 0.28745583727109775 246.6770788754435 39.1452424665599 0.000990505187891677 16.600392160173655 17.008670361127855 16.72776262808621 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 6.023240800015628 0.28745583727109775 2.1317993033977 0.2809077330416443 0.13484188535616157 0.13739451163415595 -0.4010698224231888 False 0.02833 Inputed -18.380691351041943 -18.638247952057643 """""" """""" """"""
-0.1514745864727147 0.2585195196503443 -9.246180193440857 18.967479951236434 5831.34147513368 143.87966651083985 55 39 39 61.903136500157416 52 True True 2021jpv 269.5303041666666 63.65819722222222 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 269.5303041666666 63.65819722222222 TNS 2021jpv ZTF21aauamtx 2021jpv SNIa 0.09 -0.04807013215603462 0.37313048349523825 0.04603773205600348 0.1473399704306999 0.37313048349523825 0.6327212992353637 15.588347240106382 15.588347240106382 46.314789260051036 46.314789260051036 59329.38998840004 59313.486226900015 18.420541900186585 18.420541900186585 18.570348033041302 0.9900234927086838 2.1946472761639093 2.6915920659698203 269.531782983584 63.658555585955796 0.0036079769007699714 17.812754567716123 18.65055037295103 18.1244340008533 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.1946472761639093 2.6915920659698203 269.531782983584 63.658555585955796 0.0036079769007699714 17.812754567716123 18.65055037295103 18.1244340008533 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 15.90376150002703 2.6915920659698203 2.1946472761639093 0.5261163720977322 1.2264349242829289 0.23000847276444603 -0.4459140321880035 False 0.09 Inputed -19.480036612137933 -19.62984274499265 """""" """""" """"""
-0.16176775372417587 0.20811848647641198 -9.859141553939283 18.325034849903446 5928.69438780921 84.65264976757345 35 25 25 58.08555550035089 39 True True 2019cae 126.26221249999 41.051574499999 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 126.26221249999 41.051574499999 TNS 2019cae ZTF19aanbfaw 2019cae SNIa 0.06 -0.0006800300428722039 0.8231236370130119 0.16983246914362837 0.362530802634641 0.8231236370130119 1.4009509202091621 15.894056511651316 15.894056511651316 42.19149898869958 42.19149898869958 58575.20119210007 58559.15108799981 17.773470061421943 17.773470061421943 17.880747170337482 2.812338020870283 0.7633203937427289 0.30320475553812554 126.2621383765975 41.0515114997299 0.003422738016222948 20.89218859759808 21.733888536748886 20.943990125646593 0.82 """""" """""" """""" """""" 0 False True all False False 0 0.7633203937427289 0.30320475553812554 126.2621383765975 41.0515114997299 0.003422738016222948 20.89218859759808 21.733888536748886 20.943990125646593 0.82 False False 0.3 0.7 1.5 0.02 8 3 16.05010410025716 0.30320475553812554 0.7633203937427289 0.7898984111022926 0.3972182035533539 3.960418475326943 3.0632429553091107 False 0.06 Inputed -19.274753810860318 -19.382030919775858 """""" """""" """"""
-0.1413786263116599 0.3542320055696259 -6.784194427857889 16.88224300093241 5122.444056026141 134.62667153787945 26 11 11 35.02094900002703 36 True False 2019aya 64.992082916666 -7.256819 SNIa 0.033 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 64.992082916666 -7.256819 TNS 2019aya ZTF19aainjpz 2019aya SNIa 0.033 0.11261221894933016 0.6244414139899455 0.2265100704020675 0.34942328612784124 0.6244414139899455 0.9423406908344205 16.595138689967328 16.595138689967328 18.425810310059703 18.425810310059703 58539.17009259993 58523.13135420019 16.660187396524837 16.73012206230381 16.660187396524837 1.3623467793380357 3.949149217997014 7.970384121374295 64.99185274 -7.25902119 0.0024506261977684796 15.252511538267136 18.28472557196617 20.205050448942185 1.0 """""" """""" """""" """""" 3 False True all False False 0 0.7310744871987562 2.4850036903329196 64.9922189 -7.25614203 0.00891677244951472 20.53323248591423 21.415397329187392 20.23161021242142 0.5 False False 0.3 0.7 1.5 0.02 8 3 16.038738399744034 7.970384121374295 3.949149217997014 -1.9203248769760144 2.018253472178706 1.5546035096623605 3.544863052417348 False 0.033 Inputed -19.183181417388642 -19.11324675160967 """""" """""" """"""
-0.0027740020317360693 0.5545570030162782 -15.286779087463223 18.088528497941027 5258.368354041073 156.39038276016862 130 80 80 73.00412030005828 43 True True 2020yyo 167.48055 79.004325 SNII 0.039641 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 167.48055 79.004325 TNS 2020yyo ZTF20acpevli 2020yyo SNII 0.039641 0.14417830704836732 0.5846735475840035 0.2438554966136195 0.3502685396465566 0.5846735475840035 0.8503442990249148 207.23144692577858 207.23144692577858 -134.2273266257203 -134.2273266257203 59168.44974539988 59158.47126160003 17.985810970226964 18.082421230402563 17.985810970226964 2.3770372989174233 4.225573603269356 6.0366719337285195 167.48478540186898 79.0028555963262 0.0011579952511352465 14.468680059314966 15.383218243908882 14.82057800878048 0.99 """""" """""" """""" """""" 1 True True all False False 0 2.524147776728792 1.212829878681254 167.47878464 79.00431395 0.0004484626306737738 15.044678887438774 18.29830169260502 18.854065249609945 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.97848379984498 6.0366719337285195 4.225573603269356 0.5626402351284021 1.4286041376862786 -2.699202986493681 -3.1652329614464847 False 0.039641 Inputed -18.259228471319954 -18.162618211144355 """""" """""" """"""
-0.16005822829433172 0.3169789136763894 -8.804292216774023 18.64432902116304 5309.383181657363 210.43530851177962 31 11 11 18.99653929984197 49 True True 2021vnv 219.6057083333333 28.585630555555554 SNIa 0.079 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 219.6057083333333 28.585630555555554 TNS 2021vnv ZTF21absbrag 2021vnv SNIa 0.079 0.04863090009412474 0.3444919387761587 0.11722510687811294 0.18931284943882432 0.3444919387761587 0.5152628765300094 9.371553926887092 9.371553926887092 9.624985372954878 9.624985372954878 59447.19432870019 59436.196620400064 18.32395461834539 18.340968032700847 18.32395461834539 0.43552359435745613 2.55034580286302 6.790441939047477 219.606375011125 28.5874236470546 0.005458258546861994 17.04158484222472 17.769258963745834 17.315039024351833 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.55034580286302 6.790441939047477 219.606375011125 28.5874236470546 0.005458258546861994 17.04158484222472 17.769258963745834 17.315039024351833 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.99770830012858 6.790441939047477 2.55034580286302 0.45421993939400096 2.6625573408219863 -0.5717090689550126 -1.0089155939935566 False 0.079 Inputed -19.438189544866106 -19.42117613051065 """""" """""" """"""
-0.1307015048009702 0.3313606100087153 -14.104267254064803 19.049367608670334 5969.092953295127 118.47350942538122 73 27 27 47.891921299975365 59 True False 2020rhz 287.49433333333326 69.155 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 287.49433333333326 69.155 TNS 2020rhz ZTF20abrdvpj 2020rhz SNIa 0.1 -0.006367843931364803 0.5391299649434877 0.1127613016874065 0.24288900221343823 0.5391299649434877 0.888896041259251 15.416363953605913 15.416363953605913 32.475557346369456 32.475557346369456 59090.31592589989 59069.24621530017 18.632991096567068 18.632991096567068 18.90052070944703 0.872350514022908 0.9253514523766461 0.27847881035343547 287.49454833 69.15501144 0.0017481302565200973 19.521625671434403 20.099396475982665 19.837445458078385 0.6625000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.9253514523766461 0.27847881035343547 287.49454833 69.15501144 0.0017481302565200973 19.521625671434403 20.099396475982665 19.837445458078385 0.6625000000000001 False False 0.3 0.7 1.5 0.02 8 3 21.069710599724203 0.27847881035343547 0.9253514523766461 0.26195101790428055 0.3009438301935967 1.4664053794155976 0.9369247486313554 False 0.1 Inputed -19.3832213890239 -19.65075100190386 """""" """""" """"""
-0.04828842048765778 0.4117999223109512 -33.82351116135591 18.846930671455752 5200.736318746741 324.6683551656056 52 37 37 65.9503704002127 37 True True 2020rka 37.35308333333333 -4.981127777777778 SNII 0.0444 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 37.35308333333333 -4.981127777777778 TNS 2020rka ZTF20abrnvnn 2020rka SNII 0.0444 0.17073322861172358 0.37235525179670503 0.21878566700096158 0.26838213673593714 0.37235525179670503 0.48295832265204197 -15.45021039720135 -15.45021039720135 81.40058079741405 81.40058079741405 59076.420925899874 59076.420925899874 18.73851070865145 18.788478896371274 18.73851070865145 1.9150135113820541 1.4717389557299991 3.2489128245734986 37.353439773170095 -4.98029809660117 0.00217292903235744 17.567744120625257 18.123862645201683 17.662017652505636 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 0.9448626341653337 37.3531808605197 -4.98088396151239 0.05234680441253803 24.299475291655064 24.705260564398767 24.719232421402932 0.95 False False 0.3 0.7 1.5 0.02 8 3 0.0 3.2489128245734986 1.4717389557299991 0.4618449926960473 2.207533348169072 -0.6646162511695906 -1.0764930561458144 False 0.0444 Inputed -17.75520576641775 -17.705237578697925 """""" """""" """"""
-0.16357033425156753 0.1933649555779757 -11.014438216214032 19.161395213387774 5140.116927998026 129.33982580405942 102 70 70 68.97018519975245 62 True True 2021spc 16.561033333333334 40.82283055555556 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 16.561033333333334 40.82283055555556 TNS 2021spc ZTF21abjvwcd 2021spc SNIa 0.09 0.15957389114876364 0.7127923531215572 0.28221232948756025 0.4148786198341554 0.7127923531215572 1.0587932084850173 15.023410333416374 15.023410333416374 53.94677486633608 53.94677486633608 59415.411840300076 59399.419675900135 18.67993606805134 18.721036019721947 18.67993606805134 1.054663767934244 2.016083810133392 3.1421041077032212 16.5612319745154 40.823690320711094 0.002370315518829824 17.278005694322587 17.864672169244287 17.564502430517674 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.016083810133392 3.1421041077032212 16.5612319745154 40.823690320711094 0.002370315518829824 17.278005694322587 17.864672169244287 17.564502430517674 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 15.99216439994052 3.1421041077032212 2.016083810133392 0.3001697387266127 1.5585185952638185 -0.8563638504776598 -1.1154336375336662 False 0.09 Inputed -19.370448577127895 -19.32934862545729 """""" """""" """"""
-0.20434083309784368 0.22721723707584762 -4.254329147941209 18.515423980449558 5139.300305320994 198.25242109021957 42 19 19 42.97994209965691 118 True True 2019vyl 347.7891624999999 3.5495055555555552 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 347.7891624999999 3.5495055555555552 TNS 2019vyl ZTF19acvgjme 2019vyl SNIa 0.07 0.06588551399232756 0.38585362812285595 0.13974615628161757 0.21758884784680177 0.38585362812285595 0.5720117238083553 12.002299273712335 12.002299273712335 30.977642825944574 30.977642825944574 58820.14822919993 58811.1434491002 18.11619249584798 18.11619249584798 18.140985969160823 1.2447246465628445 1.0659022386854589 0.15652074229792345 347.78911932180097 3.54951131092269 0.0003077698039660737 16.884978724850416 18.1125075991869 17.323605627985003 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.0659022386854589 0.15652074229792345 347.78911932180097 3.54951131092269 0.0003077698039660737 16.884978724850416 18.1125075991869 17.323605627985003 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 9.004780099727213 0.15652074229792345 1.0659022386854589 0.788901971201895 0.1468434314304051 -0.003684896661081183 -0.81738034117582 False 0.07 Inputed -19.354179982429972 -19.378973455742816 """""" """""" """"""
-0.19073982964953798 0.14803707825503418 -4.5318413002457465 16.841852642057376 5650.676197819052 111.95619304740708 82 58 58 74.9653587997891 62 True False 2021dsb 158.82829166666664 -13.00543888888889 SNIa 0.025 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 158.82829166666664 -13.00543888888889 TNS 2021dsb ZTF21aamucom 2021dsb SNIa 0.025 -0.03800334812348538 0.5313348818155248 0.08524589742597755 0.22063436211634269 0.5313348818155248 0.9017949178018725 17.490728207317407 17.490728207317407 57.4746305924717 57.4746305924717 59280.232476899866 59268.22508100001 16.293826926114324 16.293826926114324 16.337618055283116 8.306432713456513 2.2505056019640084 0.7870399543959382 158.8282021 -13.00523844 0.0032195670966886913 17.976900909495352 18.851945558214187 18.33333077735901 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.2505056019640084 0.7870399543959382 158.8282021 -13.00523844 0.0032195670966886913 17.976900909495352 18.851945558214187 18.33333077735901 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.0073958998546 0.7870399543959382 2.2505056019640084 0.5186147808551773 0.3497169496974774 2.5581186320998626 1.9957127220758935 False 0.025 Inputed -18.898566715624625 -18.942357844793417 """""" """""" """"""
-0.004978112557516053 0.3451983270674074 -1.6506746066097717 17.416482190691084 5547.030816116998 162.92267144980158 91 48 48 74.99638879997656 61 True False 2020nyb 29.783916666666663 86.67621111111112 SNII 0.015527 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 29.783916666666663 86.67621111111112 TNS 2020nyb ZTF20abjonjs 2020nyb SNII 0.015527 -0.05346663193385126 0.31047722549346446 0.02891050538702089 0.11684503649054179 0.31047722549346446 0.5297323140203929 217.11416710890344 217.11416710890344 -142.1177783089269 -142.1177783089269 59038.467499999795 59033.36519679986 17.229001180821527 17.229001180821527 17.31311211596334 3.9618876932794143 2.6124203307615157 10.463219961249589 29.76125954 86.67361872 0.0006252666007491303 13.344741710186005 17.353403879642485 17.266557285690308 0.975 """""" """""" """""" """""" 2 False True all False False 0 7.985052535919634 1.5835148902995926 29.79150005 86.67622413 0.0009976989246140988 13.127064999008178 17.73246327228546 13.281354348468781 1.0 False False 0.3 0.7 1.5 0.02 8 3 5.1023031999357045 10.463219961249589 2.6124203307615157 0.08684659395217764 4.005182411897545 0.12440269882095834 -0.0465548302730312 False 0.015527 Inputed -16.883590644947915 -16.967701580089727 """""" """""" """"""
-0.15213147358821902 0.2046790723855458 -7.2428744942580465 17.902157920994693 5878.131391870748 97.25958951630315 69 29 29 65.86329859960824 50 True True 2020bln 226.16699999999997 35.949980555555555 SNIa 0.04594 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 226.16699999999997 35.949980555555555 TNS 2020bln ZTF20aakodiq 2020bln SNIa 0.04594 -0.04517887997659287 0.625679896513688 0.09689975092034331 0.25516493593217504 0.625679896513688 1.078501950708283 18.144091915335995 18.144091915335995 47.71920668427225 47.71920668427225 58893.499282400124 58878.53956020018 17.335606924231016 17.335606924231016 17.50969113079205 1.7062644720491953 3.279069735237563 6.700705473254139 226.16546610278 35.94859400234715 0.006356242686015201 16.982219817611277 17.618289173060653 17.227988479470014 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.279069735237563 6.700705473254139 226.16546610278 35.94859400234715 0.006356242686015201 16.982219817611277 17.618289173060653 17.227988479470014 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 14.959722199942917 6.700705473254139 3.279069735237563 0.390300693590639 2.0434775757425863 0.2826822488296372 -0.28170265132203554 False 0.04594 Inputed -19.058863381613932 -19.232947588174966 """""" """""" """"""
-0.13534804271977502 0.15944357961998915 -19.071527292304776 18.41027388000913 5330.24426730217 90.82995255048245 21 19 19 62.81483800010756 58 True True 2018ikr 33.924066249999 -1.119706583333 SNIa 0.0599 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 33.924066249999 -1.119706583333 TNS 2018ikr ZTF18aceathd 2018ikr SNIa 0.0599 0.3007514578544317 1.2200360330144733 0.4950024271253568 0.7115852213877574 1.2200360330144733 1.845082215870221 22.423287754530715 22.423287754530715 40.39155024557684 40.39155024557684 58456.220949099865 58428.29164349986 18.03719371361597 18.23681933065135 18.03719371361597 1.5805800116572344 3.274164382313532 3.1257800636461863 33.9244289605505 -1.120495499051785 0.0026659431734425976 16.510917131710052 17.167675123889445 16.80107925958514 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.274164382313532 3.1257800636461863 33.9244289605505 -1.120495499051785 0.0026659431734425976 16.510917131710052 17.167675123889445 16.80107925958514 1.0 False False 0.3 0.7 1.5 0.02 8 3 27.929305600002408 3.1257800636461863 3.274164382313532 0.3665958643043048 0.954680247739273 -1.069144206761905 -1.2361144540308295 False 0.0599 Inputed -19.114635189704664 -18.915009572669284 """""" """""" """"""
-0.14864515138157514 0.2139466371620883 -6.782095777671579 18.744309503686562 5783.358811190562 82.57985994904098 44 36 36 49.02344910008833 35 True True 2020wtp 124.99880416666664 7.7936749999999995 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 124.99880416666664 7.7936749999999995 TNS 2020wtp ZTF20aciugdl 2020wtp SNIa 0.07 -0.013513199971168177 0.8282390034638638 0.1598099899647707 0.3563305142510771 0.8282390034638638 1.4235948741167803 13.57335809895365 13.57335809895365 35.45009100113468 35.45009100113468 59145.45718749985 59135.47562499996 18.31327522587507 18.31327522587507 18.331858499488835 1.0584496892368445 0.7540223226649925 6.636446963120569 125.00060505770449 7.79321157475357 0.13998913930917656 21.98870825391054 23.71215029282093 22.2407730184865 0.44000000000000006 """""" """""" """""" """""" 0 False True all False False 0 0.7540223226649925 6.636446963120569 125.00060505770449 7.79321157475357 0.13998913930917656 21.98870825391054 23.71215029282093 22.2407730184865 0.44000000000000006 False False 0.3 0.7 1.5 0.02 8 3 9.981562499888241 0.0 0.0 0.0 0.0 5.32672477412493 4.938141500511165 True 0.07 Inputed -19.16330745210196 -19.181890725715725 """""" """""" """"""
-0.00827245752741458 0.1363904740542981 -9.225266971122052 17.53932801605928 4763.004560091932 154.84858932160583 87 55 55 74.97501150006428 42 True False 2020ult 106.88524999999998 48.900188888888884 SNII 0.020721 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 106.88524999999998 48.900188888888884 TNS 2020ult ZTF20acfkyll 2020ult SNII 0.020721 0.23875478945325312 0.7121039706485206 0.34591690041717627 0.4602804833450449 0.7121039706485206 0.9974517794830717 253.66114795583675 253.66114795583675 -178.68613645577247 -178.68613645577247 59143.46674769977 59121.407604199834 17.427968210693553 17.4439890777912 17.427968210693553 3.467390215718666 3.931646383097312 1.129613154946517 106.88487425 48.89999538 0.0006132364872656337 14.33715351164341 14.841982992982864 14.469965146708489 0.97 """""" """""" """""" """""" 0 False True all False False 0 3.931646383097312 1.129613154946517 106.88487425 48.89999538 0.0006132364872656337 14.33715351164341 14.841982992982864 14.469965146708489 0.97 False False 0.3 0.7 1.5 0.02 8 3 22.05914349993691 1.129613154946517 3.931646383097312 0.3720178462743746 0.2873130095836897 -2.6020060848083375 -2.958003063985064 False 0.020721 Inputed -17.39822731073582 -17.38220644363817 """""" """""" """"""
-0.18164251218085153 0.4005145391913526 -8.485261657954453 18.023036246171 4393.315548393772 127.90766085758483 22 9 9 14.052546299993992 39 True False 2021twa 32.76211249999999 36.481725000000004 SNIa 0.01212896 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 32.76211249999999 36.481725000000004 TNS 2021twa ZTF21abnfdqg 2021twa SNIa 0.01212896 0.3857651714151302 1.0277103146299638 0.5283942367104437 0.6824370697973983 1.0277103146299638 1.4280793072305933 5.543754345966699 5.543754345966699 8.508791954027293 8.508791954027293 59424.40533560002 59415.41371530015 17.85134958662204 18.22899111284408 17.85134958662204 1.6407551709584685 2.9566810287125227 1.1923082446615618 32.76174484 36.48157566 0.00033185772197485974 14.253418989777565 15.243963960981368 14.633244749355317 0.9400000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.9566810287125227 1.1923082446615618 32.76174484 36.48157566 0.00033185772197485974 14.253418989777565 15.243963960981368 14.633244749355317 0.9400000000000001 False False 0.3 0.7 1.5 0.02 8 3 8.991620299872011 1.1923082446615618 2.9566810287125227 0.6107192116260514 0.4032590032820512 -2.985027151862713 -3.218104837266722 False 0.01212896 Inputed -15.807131148428489 -15.429489622206447 """""" """""" """"""
-0.024875554931614776 0.5312311660993035 -12.679781704270994 18.091722348835685 3803.46903263214 194.61441114130895 49 41 41 62.96344910003245 76 True True 2020wut 161.77724999999998 30.05403888888889 SNII 0.032 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 161.77724999999998 30.05403888888889 TNS 2020wut ZTF20acgoxns 2020wut SNII 0.032 0.6552385679696968 1.114243945529239 0.7616579198837172 0.8734787755374 1.114243945529239 1.3794902952824053 18.768285503121838 18.768285503121838 44.19516359691061 44.19516359691061 59146.527638900094 59140.50847220002 17.901273318244527 18.500645367768183 17.901273318244527 1.0557359385785259 2.5434921468654332 11.450403740027573 161.773713165875 30.0531758178086 0.001074105435082573 13.875728368580342 15.135702410056592 14.335430575482846 0.9583333333333334 """""" """""" """""" """""" 3 False True all False False 0 2.0295957213041587 6.660136477965959 161.7760934851925 30.05248306989735 0.015794439873088484 18.670869343080522 16.74035994032383 15.768492209885121 0.8428571428571429 False False 0.3 0.7 1.5 0.02 8 3 6.019166700076312 11.450403740027573 2.5434921468654332 0.8002718345737456 4.501843559508883 -3.364942957711591 -3.5658427427616814 False 0.032 Inputed -17.874741031742985 -17.27536898221933 """""" """""" """"""
-0.1291586677199664 0.4165317765469762 -7.354981891847954 18.899589868472162 5770.412988537464 101.33422724878274 47 25 25 35.01339119998738 53 True True 2021oal 237.16653749999998 20.05935277777778 SNIa 0.09778 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 237.16653749999998 20.05935277777778 TNS 2021oal ZTF21abdcauj 2021oal SNIa 0.09778 -0.023273762243054108 0.6258193424557348 0.11521072573247437 0.2687496996447116 0.6258193424557348 1.0586981307110506 9.467179355542255 9.467179355542255 25.546211844445125 25.546211844445125 59376.337291699834 59366.295879600104 18.62683628971905 18.62683628971905 18.724996298959255 1.0384848725372278 0.9999752924820514 0.030363150703683766 237.166533531817 20.0593603436144 0.00023643557075114785 16.71274332458377 17.719680223093036 17.127505970981122 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 0.9999752924820514 0.030363150703683766 237.166533531817 20.0593603436144 0.00023643557075114785 16.71274332458377 17.719680223093036 17.127505970981122 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 10.041412099730223 0.030363150703683766 0.9999752924820514 0.5921742521119135 0.030363900920310744 -0.9071560666260154 -1.5974903279781323 False 0.09778 Inputed -19.508991498387584 -19.607151507627787 """""" """""" """"""
-0.13564872546952467 0.5153298333551286 -7.978526302290021 16.623445576677668 6082.034092721787 135.16303525326674 38 22 22 42.0077546001412 29 True False 2020lcy 158.66077916666663 70.43002222222222 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 158.66077916666663 70.43002222222222 TNS 2020lcy ZTF20abbihor 2020lcy SNIa 0.04 -0.1082293765612512 0.32268141732401645 -0.012800293148185204 0.09051309508016558 0.32268141732401645 0.5922994661564793 15.907986363892991 15.907986363892991 26.099768236248206 26.099768236248206 59014.20784719987 58995.20857639983 16.426802520139464 16.426802520139464 16.55048934810063 2.1245222858003374 3.848486932539854 0.3803208265199432 158.66109025 70.43000481 0.0023275041501910065 16.17356682393551 16.631563023757934 16.317978335881232 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.848486932539854 0.3803208265199432 158.66109025 70.43000481 0.0023275041501910065 16.17356682393551 16.631563023757934 16.317978335881232 1.0 False False 0.3 0.7 1.5 0.02 8 3 18.999270800035447 0.3803208265199432 3.848486932539854 0.3135846878767019 0.09882346833615101 0.20476050361846987 -0.23251101221939763 False 0.04 Inputed -19.714315539380788 -19.838002367341954 """""" """""" """"""
-0.14335865821149482 0.3361925506544134 -6.666265222114288 18.956880616702662 4316.110131736684 127.07067736724011 19 14 14 35.95146990008652 42 True True 2020bmj 198.13304208333 4.8665309999999 SNIb 0.04787 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 198.13304208333 4.8665309999999 TNS 2020bmj ZTF20aakodyh 2020bmj SNIb 0.04787 0.39253513425387254 1.041800844607696 0.536690674784932 0.6924503065474497 1.041800844607696 1.4472451226261533 11.973245314883425 11.973245314883425 23.978224585203098 23.978224585203098 58886.53876159992 58875.503055599984 18.747627345811868 18.82410673039426 18.747627345811868 1.4218771153481045 2.833172096391554 6.001617589453904 198.132185671949 4.865098829519 0.003721938472871167 16.611636280933617 17.177480090471505 16.83266159967065 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.833172096391554 6.001617589453904 198.132185671949 4.865098829519 0.003721938472871167 16.611636280933617 17.177480090471505 16.83266159967065 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 11.035705999936908 6.001617589453904 2.833172096391554 0.34481849080085425 2.118338521368968 -1.6466266399227543 -1.9149657461412168 False 0.04787 Inputed -17.91128505332679 -17.834805668744398 """""" """""" """"""
-0.008476012518124125 0.3368127696128858 -3.220547141519029 18.671412067102228 4946.65811473281 155.8361521302625 47 29 29 74.81324070040137 42 True True 2019dek 239.30846666666 28.464802916666 SNII 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 239.30846666666 28.464802916666 TNS 2019dek ZTF19aapbfot 2019dek SNII 0.03 0.12029254895185915 0.5554997585114094 0.2186983123055093 0.32380672758338847 0.5554997585114094 0.8183126244988692 131.08526260320642 131.08526260320642 -56.27202190280505 -56.27202190280505 58586.41631940007 58580.49966439977 18.60397552798135 18.60397552798135 18.604085459954806 1.0674245470323815 2.03425152986192 1.2249959150163778 239.308810989781 28.4649583589268 0.0036531580064569358 18.334804011237622 18.64836771440983 18.40028264051795 0.9000000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.03425152986192 1.2249959150163778 239.308810989781 28.4649583589268 0.0036531580064569358 18.334804011237622 18.64836771440983 18.40028264051795 0.9000000000000001 False False 0.3 0.7 1.5 0.02 8 3 5.916655000299215 1.2249959150163778 2.03425152986192 0.24808507389187895 0.6021850774272381 0.0443921864284782 -0.20380281943685574 False 0.03 Inputed -17.030711993670522 -17.030821925643977 """""" """""" """"""
-0.18232581476164644 0.23976146429855302 -6.171136275190635 18.74182219716246 3875.8007450223613 217.55788409943813 50 22 22 40.98734949994832 60 True False 2020zr 110.74500416666665 53.99710555555556 SNIa 0.039811 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 110.74500416666665 53.99710555555556 TNS 2020zr ZTF20aaffgwg 2020zr SNIa 0.039811 0.5458713018398562 0.9309673013777058 0.6358138102187958 0.7298745214275719 0.9309673013777058 1.150455821113841 12.641615578491077 12.641615578491077 28.345733921457246 28.345733921457246 58873.194340299815 58862.21432870021 18.290237858282254 18.81310497350268 18.290237858282254 0.9129303327827074 3.838303486248604 4.855146814482315 110.74593461 53.99587279 0.0011352261164292443 14.795273812055587 15.701302483272553 15.164201250123977 0.99 """""" """""" """""" """""" 1 False True all False False 0 0.7651499357437517 4.477577966736607 110.74448711 53.99831162 0.021613985520898105 20.402989795923233 19.211281777095795 20.401720257234572 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.98001159960404 4.855146814482315 3.838303486248604 0.5371012331485758 1.2649199918340825 -3.111802490230126 -3.1260366081582767 False 0.039811 Inputed -17.96418328975621 -17.441316174535785 """""" """""" """"""
-0.03749975710160005 0.3963604392037918 -16.864060213896636 19.30741328706897 5137.116613244182 171.82918571074285 66 42 42 56.876018499955535 52 True True 2020zs 126.96389791666 8.0956138055555 SNII 0.0458 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 126.96389791666 8.0956138055555 TNS 2020zs ZTF20aaekbdr 2020zs SNII 0.0458 0.18039780661187876 0.586127084443433 0.2730833858442345 0.3714258414510887 0.586127084443433 0.8267385342126232 13.79473014678858 13.79473014678858 43.081288353166954 43.081288353166954 58861.315555599984 58855.33509259997 19.111921887597557 19.290539347234063 19.111921887597557 0.9131575515559912 3.4165313253979717 10.167010763866621 126.961594999108 8.09394717420266 0.0026376244124960424 15.118498394733667 15.778543583618402 15.372835103145837 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.4165313253979717 10.167010763866621 126.961594999108 8.09394717420266 0.0026376244124960424 15.118498394733667 15.778543583618402 15.372835103145837 1.0 False False 0.3 0.7 1.5 0.02 8 3 5.980463000014424 10.167010763866621 3.4165313253979717 0.40570848047256547 2.975828346219634 -3.5119957636156602 -3.73908678445172 False 0.0458 Inputed -17.44993264724811 -17.271315187611606 """""" """""" """"""
-0.1492286204206446 0.2557977942119909 -10.402939703005172 19.086816594617858 5979.868269085877 91.11346159128537 79 52 52 50.998032400384545 61 True True 2021cta 130.36199999999997 44.14618055555555 SNIa 0.081 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 130.36199999999997 44.14618055555555 TNS 2021cta ZTF21aakildf 2021cta SNIa 0.081 -0.015344090439032954 0.7283005108186416 0.14056932714322912 0.3153511231711903 0.7283005108186416 1.2388787672786066 14.810165371313078 14.810165371313078 36.18786702907147 36.18786702907147 59273.295798600186 59257.21879629977 18.392279102699334 18.392279102699334 18.685096612825898 1.394714912897908 2.5354843526625626 5.085634283266024 130.361922194766 44.147592128106496 0.00398876200402587 17.06914426847458 17.870437187672852 17.41902878020406 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.5354843526625626 5.085634283266024 130.361922194766 44.147592128106496 0.00398876200402587 17.06914426847458 17.870437187672852 17.41902878020406 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 16.077002300415188 5.085634283266024 2.5354843526625626 0.4514084074687936 2.0057841326946066 -0.5218419150264815 -1.2660678326218395 False 0.081 Inputed -19.13228674582342 -19.425104255949986 """""" """""" """"""
-0.16004822193734203 0.4073742846007097 -10.370353762664337 18.401089918771802 5538.672912793181 205.86895071653043 11 8 8 23.96464129956439 29 True False 2020bmk 65.48294583333332 -27.021552777777778 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 65.48294583333332 -27.021552777777778 TNS 2020bmk ZTF20aajhnnf 2020bmk SNIa 0.07 0.0019744218255439705 0.29466318485808074 0.06967074922771133 0.14092650542513496 0.29466318485808074 0.46432668452418824 11.221188580587892 11.221188580587892 12.7434527189765 12.7434527189765 58892.14842589991 58876.16783560021 18.241886650193948 18.241886650193948 18.258706053234 2.01090860443773 2.3215101971113588 15.749887275566492 65.47804562 -27.02184379 0.005725635951903896 15.369403520560265 16.816283147025107 15.635605818557739 0.95 """""" """""" """""" """""" 1 False True all False False 0 1.3837306616224454 8.486959620490484 65.48553138 -27.02205537 0.04989492718223665 19.852465680420398 22.233947358846663 20.23758183887005 0.9499999999999998 False False 0.3 0.7 1.5 0.02 8 3 15.98059029970318 15.749887275566492 2.3215101971113588 1.1806773284673682 6.784328276982794 -1.4256035031688405 -2.6231002346762615 False 0.07 Inputed -19.236459898356795 -19.253279301396848 """""" """""" """"""
-0.022576336436586537 0.3773456042254356 -30.32229386577316 18.652931694277413 4341.309647181421 226.538039642139 16 12 12 42.01798619981855 36 True False 2019xua 75.243957916666 -20.349411 SNII 0.031518 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 75.243957916666 -20.349411 TNS 2019xua ZTF20aacgrql 2019xua SNII 0.031518 0.5307437664961938 0.8964245370244797 0.6163752408173728 0.7057758171519772 0.8964245370244797 1.1038316412641898 12.898064891328637 12.898064891328637 29.119921308489914 29.119921308489914 58852.17946759984 58852.12792820018 18.465487225410406 18.815109697188273 18.465487225410406 1.601415390267991 4.217682274248858 6.349956338557709 75.24583908 -20.34943141 0.001767857877206569 14.982499244856834 15.585123708844185 15.15493216674328 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.217682274248858 6.349956338557709 75.24583908 -20.34943141 0.001767857877206569 14.982499244856834 15.585123708844185 15.15493216674328 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.05153939966112375 6.349956338557709 4.217682274248858 0.43019154210090527 1.5055558777690514 -3.2299859883440885 -3.310555058667127 False 0.031518 Inputed -17.277312312942207 -16.92768984116434 """""" """""" """"""
-0.1385563614526252 0.3239987939348895 -3.1031471459975295 19.121302422903316 5702.451990631282 121.84882328999953 63 42 42 52.93988430034369 46 True False 2021drg 252.61705833333332 58.243630555555555 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 252.61705833333332 58.243630555555555 TNS 2021drg ZTF21aamwzfi 2021drg SNIa 0.1 -0.06932669520453416 0.4330392686604725 0.04059967022156741 0.16052764632991767 0.4330392686604725 0.7539460086799252 15.989345619775687 15.989345619775687 36.95053868056801 36.95053868056801 59275.44953700015 59264.4910300998 18.672000433153276 18.672000433153276 18.873862342786612 0.7572354094640159 1.4206555134617034 0.4860188998726833 252.61709879 58.24349724 0.001759974197558023 18.393654606199263 19.32127117884159 18.736807821029426 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.4206555134617034 0.4860188998726833 252.61709879 58.24349724 0.001759974197558023 18.393654606199263 19.32127117884159 18.736807821029426 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.958506900351495 0.4860188998726833 1.4206555134617034 0.5844633578121652 0.34210890343740247 0.649270745688316 -0.1370545217571859 False 0.1 Inputed -19.409879755684315 -19.611741665317652 """""" """""" """"""
-0.031112267823075936 0.5301423345185646 -9.797976702994823 18.593997297255946 3424.419441617624 279.3375262529883 50 50 50 70.952592600137 69 True True 2020pql 29.654041666666664 -2.7828805555555554 SNII 0.030174 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 29.654041666666664 -2.7828805555555554 TNS 2020pql ZTF20abmtaya 2020pql SNII 0.030174 0.8121590212710181 1.1453205655476637 0.8912442550860646 0.9730786827369897 1.1453205655476637 1.3295638415587447 13.598266546396772 13.598266546396772 57.35432605374022 57.35432605374022 59051.423750000075 59048.424918999895 18.385505694097205 19.225392265501483 18.385505694097205 1.0224182563597193 5.8751606915434476 4.8585317282042935 29.6538693117729 -2.78154198813332 0.0021296155522420035 14.738484599235058 15.602867211573123 15.069503043524026 1.0 """""" """""" """""" """""" 0 False True all False False 0 5.8751606915434476 4.8585317282042935 29.6538693117729 -2.78154198813332 0.0021296155522420035 14.738484599235058 15.602867211573123 15.069503043524026 1.0 False False 0.3 0.7 1.5 0.02 8 3 2.9988310001790524 4.8585317282042935 5.8751606915434476 0.533364168049097 0.8269615051036029 -3.62252505392836 -3.3160026505731786 False 0.030174 Inputed -17.26194350157748 -16.422056930173202 """""" """""" """"""
-0.15172633570235922 0.18523720482421333 -15.074003737630267 18.131762896238314 5654.844618313782 79.90020195804544 35 27 27 34.0544213000685 44 True False 2020ulu 118.48324999999998 64.55123888888889 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 118.48324999999998 64.55123888888889 TNS 2020ulu ZTF20acfvltv 2020ulu SNIa 0.04 0.17191495417790392 1.1688917416614295 0.3771016132962899 0.6097315190614587 1.1688917416614295 1.876393415966863 -3.961113683567117 -3.961113683567117 38.01553498363562 38.01553498363562 59121.41618059995 59121.41618059995 17.80987013700135 17.80987013700135 17.90164971421998 6.2670051972664975 2.343611582841526 5.779734796993857 118.48131598 64.54986525 0.0034889760005984982 16.799150374233722 16.918086222457887 16.073304618024824 0.75 """""" """""" """""" """""" 0 False True all False False 0 2.343611582841526 5.779734796993857 118.48131598 64.54986525 0.0034889760005984982 16.799150374233722 16.918086222457887 16.073304618024824 0.75 False False 0.3 0.7 1.5 0.02 8 3 0.0 5.779734796993857 2.343611582841526 0.8447816044330629 2.4661658268415723 -0.8917839145434634 -1.8283450961951573 False 0.04 Inputed -18.363155173261436 -18.454934750480067 """""" """""" """"""
-0.19667783189774132 0.21387019881096903 -5.16350667064911 17.14618828114405 5247.958502865446 141.87133754421345 100 54 54 69.97415510006249 40 True True 2020wtq 18.283604166666667 28.67700277777778 SNIa 0.007 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 18.283604166666667 28.67700277777778 TNS 2020wtq ZTF20aciievv 2020wtq SNIa 0.007 0.05737783680300623 0.5209503732711376 0.1610373508396563 0.2725579400461271 0.5209503732711376 0.8063710832703634 14.753422564764541 14.753422564764541 55.22073253529795 55.22073253529795 59146.33973379992 59134.26500000013 16.28511003701128 16.28511003701128 16.666726060888212 6.904240650006523 0.8307070757807341 9.73080598559714 18.28204459502555 28.6746716823431 0.2893586876002219 22.085772160711286 23.043065109126566 22.524282566976545 0.39 """""" """""" """""" """""" 0 False True all False False 0 0.8307070757807341 9.73080598559714 18.28204459502555 28.6746716823431 0.2893586876002219 22.085772160711286 23.043065109126566 22.524282566976545 0.39 False False 0.3 0.7 1.5 0.02 8 3 12.0747337997891 0.0 0.0 0.0 0.0 7.354889962988722 6.603273939111787 True 0.007 Inputed -15.795226007937067 -16.176842031814 """""" """""" """"""
-0.21920675147903515 0.16441583531809423 -5.606378037100283 18.14532873129893 5383.846912956059 112.29690808145983 36 24 24 63.96231479989365 86 True False 2019dgu 294.57086541666 51.185357194444 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 294.57086541666 51.185357194444 TNS 2019dgu ZTF19aapbgmp 2019dgu SNIa 0.08 0.04043402558870568 0.6421107520564533 0.1710290624768973 0.314235552257891 0.6421107520564533 1.032085084179311 9.617759118321038 9.617759118321038 54.34455568157261 54.34455568157261 58587.49211810017 58580.503842600156 17.586129142752352 17.586129142752352 17.670951011704926 2.945087644811 2.6061008724549617 0.9906701669665937 294.5713043 51.18535005 0.0011419844035573945 16.21828231344223 16.77725694074631 16.35742583503723 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.6061008724549617 0.9906701669665937 294.5713043 51.18535005 0.0011419844035573945 16.21828231344223 16.77725694074631 16.35742583503723 1.0 False False 0.3 0.7 1.5 0.02 8 3 6.988275500014424 0.9906701669665937 2.6061008724549617 0.4198311057090791 0.3801350045339484 -0.808872202006043 -1.3135251766676959 False 0.08 Inputed -20.118983010366453 -20.203804879319026 """""" """""" """"""
-0.011910471886064542 0.9752052535942839 -14.66169210445389 16.93294842821675 5688.141205349378 124.32980469591271 119 101 101 74.90076390001923 48 True False 2020gpe 249.8846666666666 66.03771111111111 SNII 0.025414 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 249.8846666666666 66.03771111111111 TNS 2020gpe ZTF20aaurgib 2020gpe SNII 0.025414 0.058775199871373474 0.5994986573599874 0.1778054979906436 0.30715834587660495 0.5994986573599874 0.9416332612257925 -11.593156438380998 -11.593156438380998 86.49392033840023 86.49392033840023 58954.40598380007 58953.44545139978 16.82498157971655 16.82498157971655 16.96609748450533 4.463055889524269 5.225393915930956 7.11030848037897 249.88316808 66.03959009 0.0005231757919943458 12.905548393136263 13.833510742521286 13.21913227186203 0.9099999999999999 """""" """""" """""" """""" 0 False True all False False 0 5.225393915930956 7.11030848037897 249.88316808 66.03959009 0.0005231757919943458 12.905548393136263 13.833510742521286 13.21913227186203 0.9099999999999999 False False 0.3 0.7 1.5 0.02 8 3 0.9605324002914131 7.11030848037897 5.225393915930956 0.6143784706592559 1.36072200388594 -2.991470837195264 -3.7469652126432997 False 0.025414 Inputed -18.30597773223792 -18.4470936370267 """""" """""" """"""
-0.14125479603891977 0.28103906100373266 -3.336492517000292 18.806270369030507 3664.546001577129 204.53922926359863 24 14 14 33.897719900123775 62 True True 2021drp 235.20356666666663 17.885175 SNIa 0.0444 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 235.20356666666663 17.885175 TNS 2021drp ZTF21aamgrtx 2021drp SNIa 0.0444 0.6318751652174868 1.0616630447604933 0.7318743791106215 0.8367089003664674 1.0616630447604933 1.3083921437130321 13.546810501067657 13.546810501067657 20.350909399056118 20.350909399056118 59274.42299770005 59266.525312500075 18.40032052506674 19.045429840436917 18.40032052506674 0.9247485455877837 1.966030465990087 0.927630014755884 235.2033025212935 17.8851183929872 0.0007884027115016012 16.447685982521772 17.385115125529765 16.79199651038885 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.966030465990087 0.927630014755884 235.2033025212935 17.8851183929872 0.0007884027115016012 16.447685982521772 17.385115125529765 16.79199651038885 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 7.897685199975967 0.927630014755884 1.966030465990087 0.5931186151409165 0.471828911506075 -1.6603147149071518 -1.6083240146778905 False 0.0444 Inputed -18.09339595000246 -17.448286634632282 """""" """""" """"""
-0.17377436836550883 0.2663144177509175 -7.957043927346098 18.900319733542005 5860.031131537959 92.0031801426598 51 34 34 47.970358800143 82 True False 2020kei 283.3705333333333 48.80969444444444 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 283.3705333333333 48.80969444444444 TNS 2020kei ZTF20aazpaki 2020kei SNIa 0.08 -0.02527648138681471 0.7039955441378609 0.12783057161215083 0.2993220522445341 0.7039955441378609 1.2035286128403229 10.685658821197663 10.685658821197663 37.28469997894534 37.28469997894534 58994.42151620006 58983.39258099999 18.400837921784394 18.400837921784394 18.65338005383855 1.772064701320475 1.3524728305694993 0.11010216072200125 283.37057976 48.80969519 0.0027968438444867516 19.169151422905923 19.82189158346653 19.446742012381552 0.97 """""" """""" """""" """""" 0 False True all False False 0 1.3524728305694993 0.11010216072200125 283.37057976 48.80969519 0.0027968438444867516 19.169151422905923 19.82189158346653 19.446742012381552 0.97 False False 0.3 0.7 1.5 0.02 8 3 11.0289352000691 0.11010216072200125 1.3524728305694993 0.3751495710849788 0.08140803884070591 1.4210536616821372 0.7933619585430023 False 0.08 Inputed -19.13655396823283 -19.389096100286984 """""" """""" """"""
-0.000984343456670543 0.4088887139969268 -14.073867003144485 17.727185620551328 5761.024111864477 152.3539471347749 91 49 49 73.85446759965271 52 True True 2021qiu 326.4586749999999 15.183725 SNII 0.0291694 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 326.4586749999999 15.183725 TNS 2021qiu ZTF21abhhrpj 2021qiu SNII 0.0291694 0.005567448940219322 0.41682871629537743 0.09813896670416256 0.19730966837851938 0.41682871629537743 0.6670702435042912 897.4205126314 897.4205126314 -823.5660450317473 -823.5660450317473 59384.35940970015 59381.40182870021 17.581625220333386 17.597948586073944 17.581625220333386 3.713788625225296 2.3384172659886926 4.98622617385369 326.457418097301 15.18439356045415 0.001442138067755394 15.858350097227097 17.007405195612908 16.238173424963954 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.3384172659886926 4.98622617385369 326.457418097301 15.18439356045415 0.001442138067755394 15.858350097227097 17.007405195612908 16.238173424963954 1.0 False False 0.3 0.7 1.5 0.02 8 3 2.9575809999369085 4.98622617385369 2.3384172659886926 0.769231770648954 2.1323081412270932 -0.5905433904610362 -1.3434517953694325 False 0.0291694 Inputed -17.991756149159976 -17.975432783419418 """""" """""" """"""
-0.06869786304861128 0.390899266366624 -11.906395218717558 18.624117559813328 4157.382561118101 253.1725094551549 74 52 52 74.89003469981253 70 True True 2021hec 325.1048333333333 28.71411111111111 SNIIb 0.029 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 325.1048333333333 28.71411111111111 TNS 2021hec ZTF21aaquyqa 2021hec SNIIb 0.029 0.44986422010904903 0.7606278656104024 0.5231039230280032 0.5992497961163714 0.7606278656104024 0.9347711038938726 28.673229424890074 28.673229424890074 46.21680527492246 46.21680527492246 59317.444016200025 59290.53738430003 18.2432821044043 18.722357511393316 18.2432821044043 1.3307905612890418 2.3806881171335665 2.3189521338905763 325.1047653600005 28.71346972226375 0.00335995745461648 17.644662143135072 18.52855859422207 18.0853450091362 0.9571428571428572 """""" """""" """""" """""" 0 False True all False False 0 2.3806881171335665 2.3189521338905763 325.1047653600005 28.71346972226375 0.00335995745461648 17.644662143135072 18.52855859422207 18.0853450091362 0.9571428571428572 False False 0.3 0.7 1.5 0.02 8 3 26.906631899997592 2.3189521338905763 2.3806881171335665 0.44321358508586783 0.9740680088253969 -0.19379891717124664 -0.15793709526809963 False 0.029 Inputed -17.317360437715426 -16.83828503072641 """""" """""" """"""
-0.11400826584191867 0.893028009265436 0.08923811627641742 17.386300565610927 4082.8865244544995 246.25520149816137 23 17 17 38.04922450007871 87 True True 2019cad 137.17904749999 44.812790166666 SNIc 0.02751 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 137.17904749999 44.812790166666 TNS 2019cad ZTF19aamsetj 2019cad SNIc 0.02751 0.3973437987617423 0.708480417712849 0.47052278069647 0.5467070059854429 0.708480417712849 0.8834824784800546 14.194260910613767 14.194260910613767 23.85496358946494 23.85496358946494 58593.32752310019 58580.214861100074 17.322995617253653 17.61772421235109 17.322995617253653 6.145151728251319 5.576619047461971 8.490977481432962 137.1776069097175 44.81066447916355 0.0017011277868922425 14.18588716260314 15.165986243380308 14.563762837571502 0.9949999999999999 """""" """""" """""" """""" 3 False True all False False 0 3.4530052523048975 6.842147139246841 137.1801992114385 44.81450618910165 0.02348322594168084 18.618239569563865 17.669012136404515 18.271234464625714 0.8300000000000001 False False 0.3 0.7 1.5 0.02 8 3 13.11266200011596 8.490977481432962 5.576619047461971 0.6022234058088056 1.5226031057827722 -2.4517379689707806 -2.7592327796821507 False 0.02751 Inputed -18.122304866449007 -17.82757627135157 """""" """""" """"""
-0.17123189877674094 0.2895973837075684 -12.182220730640095 18.328503110396433 5023.3748170473555 158.83557451959297 38 20 20 47.89622690016404 55 True True 2021anm 123.02394999999997 29.403952777777775 SNIa 0.048708 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 123.02394999999997 29.403952777777775 TNS 2021anm ZTF18aafzers 2021anm SNIa 0.048708 0.18185538914707067 0.6255340121236088 0.2824671983980309 0.3897284186303551 0.6255340121236088 0.8921464565491952 13.013222234744863 13.013222234744863 34.88300466541918 34.88300466541918 59248.246875000186 59230.28877309989 18.071339813162872 18.148881502777936 18.071339813162872 3.9138567796170105 5.331216765323071 1.4988952990101716 123.02388036938251 29.404364694966098 0.0008925040883682733 14.030825356646776 15.107545413737297 14.42455214570284 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 5.331216765323071 1.4988952990101716 123.02388036938251 29.404364694966098 0.0008925040883682733 14.030825356646776 15.107545413737297 14.42455214570284 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 17.958101900294423 1.4988952990101716 5.331216765323071 0.6829932680344566 0.2811544465345593 -3.041336089040639 -3.646787667460032 False 0.048708 Inputed -18.62568778022547 -18.548146090610405 """""" """""" """"""
-0.0870901474908489 0.37423363091142897 -11.95800418425844 18.72413172854825 3891.5219309720924 145.5432852468765 32 17 17 33.938703699968755 34 True True 2019dgb 202.79605125 41.775178694444 SNIa 0.03499 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 202.79605125 41.775178694444 TNS 2019dgb ZTF19aaputrv 2019dgb SNIa 0.03499 0.6433973467097864 1.274905263044566 0.7860900598353453 0.9385305157970194 1.274905263044566 1.657404871969046 17.31372253678901 17.31372253678901 16.624981163179744 16.624981163179744 58602.264525500126 58584.27851849981 18.307086127410514 18.956393033321216 18.307086127410514 1.477552614172899 1.833611131945839 0.25370115779206537 202.7960894688095 41.77524314599685 0.00040918042412441125 15.832834672513009 16.265639610776304 15.9698584483999 0.85 """""" """""" """""" """""" 0 False True all False False 0 1.833611131945839 0.25370115779206537 202.7960894688095 41.77524314599685 0.00040918042412441125 15.832834672513009 16.265639610776304 15.9698584483999 0.85 False False 0.3 0.7 1.5 0.02 8 3 17.98600700031966 0.25370115779206537 1.833611131945839 0.29578116237640373 0.1383614842711149 -2.690753422544912 -2.3372276790106135 False 0.03499 Inputed -17.664492744903463 -17.01518583899276 """""" """""" """"""
-0.1237478275874148 0.48059911798039895 -5.647453821084837 18.118643919999798 5997.688938380844 189.63245989476735 45 28 28 35.94495370006189 80 True False 2020boc 104.60849583333334 14.663294444444444 SNIa 0.04987 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 104.60849583333334 14.663294444444444 TNS 2020boc ZTF18adcdcrd 2020boc SNIa 0.04987 -0.12700100112649437 0.16149233387688255 -0.06088064819333283 0.009130921888669263 0.16149233387688255 0.33146221785470686 14.278483791863763 14.278483791863763 21.666469908198124 21.666469908198124 58893.20798610011 58879.20313660009 17.773690506291306 17.773690506291306 17.968661165931984 1.0600373687861737 2.9081058469202916 0.12377613442473925 104.60848282 14.66326245 0.0004658218620835486 14.795223456549644 15.604282029533387 14.934403471422195 0.95 """""" """""" """""" """""" 0 False True all False False 0 2.9081058469202916 0.12377613442473925 104.60848282 14.66326245 0.0004658218620835486 14.795223456549644 15.604282029533387 14.934403471422195 0.95 False False 0.3 0.7 1.5 0.02 8 3 14.004849500022829 0.12377613442473925 2.9081058469202916 0.6698785581111917 0.04256245850054571 -2.169408476757919 -3.0342576945097885 False 0.04987 Inputed -18.78015772057438 -18.975128380215057 """""" """""" """"""
-0.16755006019927995 0.19389176093957994 -5.955625313534185 18.74539134180256 6015.507832732053 86.57089620755077 86 47 47 56.90421289997175 53 True True 2020aabx 129.1370208333333 31.142308333333332 SNIa 0.088 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 129.1370208333333 31.142308333333332 TNS 2020aabx ZTF20acphcdv 2020aabx SNIa 0.088 -0.08221613354314883 0.6699617136473428 0.07364153374729554 0.24967943893337718 0.6699617136473428 1.1960245422208757 8.833023471042235 8.833023471042235 48.071189428929515 48.071189428929515 59170.44424769981 59165.44643520005 18.19677646439695 18.19677646439695 18.263854839018933 2.130782161327375 0.7866683079184359 5.903680011916451 129.13553006 31.14333854 0.19344533869780456 22.739214465475083 23.64 22.583168978500368 0.3 """""" """""" """""" """""" 0 False True all False False 0 0.7866683079184359 5.903680011916451 129.13553006 31.14333854 0.19344533869780456 22.739214465475083 23.64 22.583168978500368 0.3 False False 0.3 0.7 1.5 0.02 8 3 4.997812499757856 0.0 0.0 0.0 0.0 5.44322353560305 5.006145160981067 True 0.088 Inputed -19.73680253175529 -19.803880906377273 """""" """""" """"""
-0.11381818945619336 0.8349781143545922 -8.154672780892216 17.78706997686465 5331.543646099709 228.24130373349917 30 13 13 32.90453700022772 31 True True 2019qqw 35.4902975 28.469897027777 SNII 0.037 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 35.4902975 28.469897027777 TNS 2019qqw ZTF19abzqwpr 2019qqw SNII 0.037 0.03424592463991871 0.30203357808217746 0.09668470593741318 0.16206137619696648 0.30203357808217746 0.45500609860681607 10.413110474866642 10.413110474866642 22.491426525361078 22.491426525361078 58763.37413189979 58746.39089119993 17.87707081516191 17.878125325838127 17.87707081516191 5.491709457944153 2.944059477444342 3.259368347823406 35.4911132938266 28.46934437641535 0.002582811304500221 16.66726881548643 17.158649703593255 16.865563889412883 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.944059477444342 3.259368347823406 35.4911132938266 28.46934437641535 0.002582811304500221 16.66726881548643 17.158649703593255 16.865563889412883 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 16.9832406998612 3.259368347823406 2.944059477444342 0.2930858141803725 1.1071000340838137 -0.7194756222448717 -1.0115069257490283 False 0.037 Inputed -18.216862384089204 -18.215807873412988 """""" """""" """"""
-0.1443924997184987 0.27637657221707856 -6.201895653872459 18.68115474491038 5256.218484932864 170.7295880813591 50 27 27 39.99980319989845 48 True False 2020uk 59.922979166666664 26.588866666666664 SNIa 0.067 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 59.922979166666664 26.588866666666664 TNS 2020uk ZTF20aaeszsm 2020uk SNIa 0.067 0.05505258386556733 0.4300801789153077 0.14050278366915947 0.2313246605364725 0.4300801789153077 0.6534358031401339 10.811034452852494 10.811034452852494 29.188768747045955 29.188768747045955 58867.2369328998 58859.13021990005 18.25988281843835 18.37599717486537 18.25988281843835 0.6662805236420002 3.080478129602022 5.089411119909052 59.9245595 26.58890524 0.0011950215133849085 15.199968712806701 16.39424691734314 15.560376712656023 0.93 """""" """""" """""" """""" 0 False True all False False 0 3.080478129602022 5.089411119909052 59.9245595 26.58890524 0.0011950215133849085 15.199968712806701 16.39424691734314 15.560376712656023 0.93 False False 0.3 0.7 1.5 0.02 8 3 8.106712999753654 5.089411119909052 3.080478129602022 0.8338702046871163 1.6521497331865722 -1.9817502575222292 -2.6995061057823264 False 0.067 Inputed -19.138700630747515 -19.022586274320496 """""" """""" """"""
-0.05438478646391479 0.2918822159434137 -23.967621749826748 18.62147406927264 5702.5033958609 236.68740367652939 28 7 7 15.952442199923098 42 True True 2021mvq 200.28824999999995 23.832897222222222 SNIa 0.06429 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 200.28824999999995 23.832897222222222 TNS 2021mvq ZTF21abasfmq 2021mvq SNIa 0.06429 0.0318394195472429 0.28875526792447914 0.0918902925736127 0.15466618260985854 0.28875526792447914 0.4348593674048331 2.7043443541021084 2.7043443541021084 13.24809784582099 13.24809784582099 59354.2998147998 59350.2703009001 18.34957992417961 18.34957992417961 18.400104780308872 7.913331562380036 1.071567010695215 1.0638150503771415 200.2880553132415 23.83266140819415 0.00014132614850204117 15.563873553501963 16.567682907055023 15.951443332135081 0.885 """""" """""" """""" """""" 0 False True all False False 0 1.071567010695215 1.0638150503771415 200.2880553132415 23.83266140819415 0.00014132614850204117 15.563873553501963 16.567682907055023 15.951443332135081 0.885 False False 0.3 0.7 1.5 0.02 8 3 4.029513899702579 1.0638150503771415 1.071567010695215 0.6162395749199412 0.9927657717709654 -1.7818970171245887 -2.448661448173791 False 0.06429 Inputed -18.907487666410628 -18.95801252253989 """""" """""" """"""
-0.029839949779536065 0.37484619276618103 -23.936205934762086 19.206918729184096 5395.266582848797 183.5906961902805 56 37 37 69.84624999994412 35 True True 2019awk 226.76074458333 61.228450777777 SNII 0.044 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 226.76074458333 61.228450777777 TNS 2019awk ZTF19aakiyed 2019awk SNII 0.044 0.1546645914720699 0.5251661937094738 0.23976287152923703 0.3297391588926928 0.5251661937094738 0.7427323361132743 16.918008924997956 16.918008924997956 52.928241074946165 52.928241074946165 58534.43318289984 58526.46238429984 18.826128695542238 19.012164435739752 18.826128695542238 0.5475247197036622 2.456628079203774 2.065201306082933 226.7598259223065 61.22808529373365 0.0018744620691785174 16.858990280367138 17.644190535364153 17.088892880311608 0.975 """""" """""" """""" """""" 0 False True all False False 0 2.456628079203774 2.065201306082933 226.7598259223065 61.22808529373365 0.0018744620691785174 16.858990280367138 17.644190535364153 17.088892880311608 0.975 False False 0.3 0.7 1.5 0.02 8 3 7.970798599999398 2.065201306082933 2.456628079203774 0.555297655052545 0.8406650251886285 -1.367973900375599 -1.7372358152306298 False 0.044 Inputed -17.647728555924125 -17.46169281572661 """""" """""" """"""
-0.24247039432946732 0.6878071788075697 -2.500689433165477 15.574490240103309 7580.813206226907 61.87340791165284 40 19 19 25.01071760011837 88 True False 2021qea 267.39639583333326 17.216930555555553 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 267.39639583333326 17.216930555555553 TNS 2021qea ZTF21abgmexs 2021qea CV 0.0 -0.3678228613370962 0.5224142806830301 -0.19997108951702813 0.0011840040382686823 0.5224142806830301 1.2394479166176744 1.1146017433833517 1.1146017433833517 23.896115856735015 23.896115856735015 59382.381446800195 59380.30962960003 14.875910400670351 14.875910400670351 15.32842178609158 67.5310609742614 0.6636018267742475 0.37935457338861395 267.39645394 17.21702013 0.012234619100092714 22.890482102417945 22.64118230996132 22.9839351596117 0.21666666666666667 """""" """""" """""" """""" 0 False True all False False 0 0.6636018267742475 0.37935457338861395 267.39645394 17.21702013 0.012234619100092714 22.890482102417945 22.64118230996132 22.9839351596117 0.21666666666666667 False False 0.3 0.7 1.5 0.02 8 3 2.071817200165242 0.37935457338861395 0.6636018267742475 -0.3427528496503811 0.5716599293173248 7.765271909290968 7.655513373520121 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.12930368059800929 0.6378197080169191 -2.0384324817051596 17.915547728371898 5566.386878584595 186.3430479273312 83 44 44 21.978912100195885 56 True True 2020rfp 20.79924583333333 1.0033138888888888 SNIa 0.0582 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 20.79924583333333 1.0033138888888888 TNS 2020rfp ZTF18abqyaix 2020rfp SNIa 0.0582 -0.056935613233719096 0.2551405815307035 0.014582189483746788 0.09031383541459093 0.2551405815307035 0.4390538291127406 9.48191235471107 9.48191235471107 12.496999745484814 12.496999745484814 59081.46157409996 59073.41908559995 17.75001914222074 17.75001914222074 17.905766472598376 0.9219940929121846 1.5857730875409997 1.25187457054217 20.79955169274255 1.00314834780642 0.0005134053714230813 16.329470524510146 17.393014638203383 16.729187188436985 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.5857730875409997 1.25187457054217 20.79955169274255 1.00314834780642 0.0005134053714230813 16.329470524510146 17.393014638203383 16.729187188436985 0.99 False False 0.3 0.7 1.5 0.02 8 3 8.042488500010222 1.25187457054217 1.5857730875409997 0.6638274497663978 0.7894411756497938 -0.3570045040173575 -1.1765792841613916 False 0.0582 Inputed -19.182692381340896 -19.338439711718532 """""" """""" """"""
-0.14532431449465794 0.21362501474941292 -10.510157349260616 18.844186591214854 5697.282861215457 106.85345567118577 59 49 49 71.98796300031245 37 True True 2021hiw 187.71349999999998 28.586747222222222 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 187.71349999999998 28.586747222222222 TNS 2021hiw ZTF21aaqsprr 2021hiw SNIa 0.07 0.029081701792964765 0.6622712687396195 0.16548947540815817 0.3157883385809619 0.6622712687396195 1.0778993598932374 18.131396748472326 18.131396748472326 53.85656625184012 53.85656625184012 59313.2594444002 59295.239189799875 18.31305839731751 18.31305839731751 18.362637309439506 1.3969818269509406 2.4805097310797097 18.018027749868303 187.717647708095 28.590180269831997 0.007657666145603592 15.41270974206984 16.606619086517096 15.798186737492681 0.9800000000000001 """""" """""" """""" """""" 4 True True all False False 0 1.8003735616051213 2.782311607525951 187.712943734844 28.5873461666182 0.00716587914158473 19.04333444446981 20.196179758576154 19.478359801306723 0.95 False False 0.3 0.7 1.5 0.02 8 3 18.020254600327462 18.018027749868303 2.4805097310797097 0.8084323490244145 7.2638407840575026 -1.7064393108004126 -2.564450571946825 False 0.07 Inputed -19.13252864215129 -19.182107554273287 """""" """""" """"""
-0.16544138330175379 0.17288407097014963 -9.647726080808301 19.06925923634464 4845.745116457005 153.31961069660102 56 41 41 50.77214129967615 44 True False 2020to 108.20560416666666 46.28116388888889 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 108.20560416666666 46.28116388888889 TNS 2020to ZTF20aadvunl 2020to SNIa 0.06 0.2166402477506182 0.6887900687668029 0.32339030417670855 0.4374120706891702 0.6887900687668029 0.9740604118795098 15.799161026970292 15.799161026970292 34.972980272705854 34.972980272705854 58867.26717589982 58852.42908560019 18.568420542017606 18.689951996468466 18.568420542017606 0.650436977345138 0.9945567997940321 0.3552887310215189 108.20565281 46.2810711 0.0010363814018012896 18.631412383913993 19.237810666751862 18.95147580022812 0.99 """""" """""" """""" """""" 0 False True all False False 0 0.9945567997940321 0.3552887310215189 108.20565281 46.2810711 0.0010363814018012896 18.631412383913993 19.237810666751862 18.95147580022812 0.99 False False 0.3 0.7 1.5 0.02 8 3 14.838090299628675 0.3552887310215189 0.9945567997940321 0.28633486652374174 0.3572332229743917 0.5478586702833965 0.3830552582105149 False 0.06 Inputed -18.587080439180195 -18.465548984729335 """""" """""" """"""
-0.19976452676934756 0.16393694403907444 -8.768840164634405 18.390903985897918 5591.628988845096 103.63689729165073 37 26 26 60.90269669983536 83 True True 2019dkv 246.69420791666 44.954181 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 246.69420791666 44.954181 TNS 2019dkv ZTF19aapocyd 2019dkv SNIa 0.06 0.03599173416333912 0.6961630870929234 0.17758602961844971 0.33403682547168856 0.6961630870929234 1.1327746970373376 13.36836954591378 13.36836954591378 47.53432715392158 47.53432715392158 58596.4685531999 58583.38336810004 17.79545923296445 17.79545923296445 17.90509391184353 2.133571442543527 2.74669386725006 4.853499512606127 246.6935469653295 44.952916545416755 0.0015746053780384406 15.790443484123648 16.657499471489785 16.16851314111352 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.74669386725006 4.853499512606127 246.6935469653295 44.952916545416755 0.0015746053780384406 15.790443484123648 16.657499471489785 16.16851314111352 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 13.08518509985879 4.853499512606127 2.74669386725006 0.4889863303762638 1.7670332942729299 -1.137959761474665 -1.7365807707300078 False 0.06 Inputed -19.25040706935427 -19.36004174823335 """""" """""" """"""
-0.21324860034421161 0.16721935672950733 -8.787557752282492 15.432665187346982 5952.346358897483 138.41062207734913 41 29 29 73.88128470024094 356 True False 2020lmd 286.22554166666663 -11.10425 SNIa 0.011 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 286.22554166666663 -11.10425 TNS 2020lmd ZTF20abchbds 2020lmd SNIa 0.011 -0.0755456736442639 0.3552370767885975 0.020210216311719265 0.1236288919891777 0.3552370767885975 0.6230834940853143 13.643502141518244 13.643502141518244 60.2377825587227 60.2377825587227 59010.4806597 58996.43628469994 14.785556322936799 14.785556322936799 14.953217686766386 9.343535529191966 6.507280834394123 36.551340838744004 286.21901226 -11.09637386 0.0056631534113449344 13.091590251350404 16.838356516838072 16.48312614402771 0.5 """""" """""" """""" """""" 121 False True all False False 0 1.1891984879958148 2.4130543529406614 286.22539819 -11.10359466 0.0014762003611507035 17.736724017715453 18.408268362236022 17.9465789144516 0.0 False False 0.3 0.7 1.5 0.02 8 3 14.04437500005588 36.551340838744004 6.507280834394123 0.35523037281036096 5.6169914544877955 2.052800193901273 1.5299084572613246 False 0.011 Inputed -18.492473205856676 -18.660134569686264 """""" """""" """"""
-0.09442444153215873 0.30874265885337876 -13.977316317130335 18.87001584907811 5454.099233279421 200.23119474540465 12 6 6 24.99692129995674 39 True True 2019bq 13.435249999999 -3.466969 SNII 0.04517 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 13.435249999999 -3.466969 TNS 2019bq ZTF18adbmiwf 2019bq SNII 0.04517 0.050145774143437905 0.3630260571961905 0.12240983307163589 0.19854299595057157 0.3630260571961905 0.5448745018126004 3.4229906280769455 3.4229906280769455 21.573930671879793 21.573930671879793 58487.106250000186 58482.15237270016 18.63224394948306 18.6711712413569 18.63224394948306 3.7132109132695543 3.4865316141365272 9.085760377066782 13.432722427926201 -3.467035499361865 0.002190967529458465 15.051036280409097 15.965420523924827 15.463737929222583 1.0 """""" """""" """""" """""" 4 False True all False False 0 1.6430985784177898 1.120468043624358 13.43525338763725 -3.4666577772459153 0.003341781014458145 18.74889017497897 20.419999830474854 20.56327382413864 0.25833333333333336 False False 0.3 0.7 1.5 0.02 8 3 4.953877300024033 9.085760377066782 3.4865316141365272 0.5016825947022436 2.6059595559746436 -2.7057507174320747 -3.168506020260475 False 0.04517 Inputed -17.899207476341886 -17.860280184468042 """""" """""" """"""
-0.14402257383219602 0.23527499192738804 -5.623817339451761 18.786598626004242 5464.966827370019 99.56500633402567 55 32 32 49.82480329973623 49 True True 2020yuz 68.80454583333332 -1.1151416666666667 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 68.80454583333332 -1.1151416666666667 TNS 2020yuz ZTF20acowata 2020yuz SNIa 0.08 0.02874156988155363 0.7180451986156875 0.17563055819320894 0.33860097810915946 0.7180451986156875 1.1788874890804202 14.401600349297727 14.401600349297727 35.42320295043851 35.42320295043851 59165.358634300064 59155.3802546002 18.34718268648482 18.34718268648482 18.384467622859496 1.235985610769138 2.6838002704807695 2.4766624478619437 68.80456000903635 -1.114453850883565 0.0015348852991692308 16.323043154280185 17.445475568239686 16.674748134770393 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.6838002704807695 2.4766624478619437 68.80456000903635 -1.114453850883565 0.0015348852991692308 16.323043154280185 17.445475568239686 16.674748134770393 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.978379699867219 2.4766624478619437 2.6838002704807695 0.7707274334692933 0.922819210916273 -0.9017071182451346 -1.7097194880891031 False 0.08 Inputed -19.405466399211882 -19.442751335586557 """""" """""" """"""
-0.0032469242161439673 0.35751388517331056 -5.742336430912948 16.85958305408394 4543.737979214474 195.34183156167276 42 19 19 52.89769669994712 29 True False 2020vg 177.22679208333 -4.6816 SNII 0.0087 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 177.22679208333 -4.6816 TNS 2020vg ZTF20aafclxb 2020vg SNII 0.0087 0.2662025302035289 0.6374905439369947 0.35203404291154783 0.44240283142040937 0.6374905439369947 0.8530355614274647 323.02743786615144 323.02743786615144 -270.1297411662043 -270.1297411662043 58873.506435200106 58861.52295139991 16.787826091574754 16.99958370595893 16.787826091574754 6.187659666069377 6.290005245190719 6.475523629938848 177.22858646 -4.68179284 0.0014701473664612275 13.969150599527358 14.453514829170704 14.16023020941019 1.0 """""" """""" """""" """""" 0 False True all False False 0 6.290005245190719 6.475523629938848 177.22858646 -4.68179284 0.0014701473664612275 13.969150599527358 14.453514829170704 14.16023020941019 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.983483800198883 6.475523629938848 6.290005245190719 0.293284619760513 1.0294941542202964 -2.546068876788226 -2.627595882164563 False 0.0087 Inputed -16.14719762193274 -15.935440007548564 """""" """""" """"""
-0.16346009689733793 0.22413019623229907 -9.591018860444748 18.823462983390808 6244.995126177482 93.3051075585473 110 81 81 58.80740740010515 87 True False 2020lol 262.8490791666666 15.442169444444446 SNIa 0.089 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 262.8490791666666 15.442169444444446 TNS 2020lol ZTF20abdtiti 2020lol SNIa 0.089 -0.08656958088443645 0.5964454203890064 0.05685420313827905 0.21749141052384502 0.5964454203890064 1.0638174998315897 16.529494692891852 16.529494692891852 42.2779127072133 42.2779127072133 59014.35298610013 58997.38166669989 18.235633963107905 18.235633963107905 18.41340255957674 0.810044953961172 0.7 0.5613457991556493 262.84899255 15.44203775 0.017291561683655865 23.115739082360268 23.660375461006165 23.325427268457414 0.45 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.5613457991556493 262.84899255 15.44203775 0.017291561683655865 23.115739082360268 23.660375461006165 23.325427268457414 0.45 False False 0.3 0.7 1.5 0.02 8 3 16.971319400239736 0.5613457991556493 0.7 0.33494819254875097 0.8019225702223562 5.42474149789826 4.912024708880676 False 0.089 Inputed -19.612256118830246 -19.79002471529908 """""" """""" """"""
-0.16093011169699212 0.20405091599430114 -14.195528367935902 19.18643805120324 4336.583739585389 157.89315668050406 70 33 33 57.85929400008172 38 True False 2021omy 264.64826249999993 73.23891666666667 SNII 0.054 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 264.64826249999993 73.23891666666667 TNS 2021omy ZTF21abduoun 2021omy SNII 0.054 0.4510936028319712 0.9740394061078135 0.5700087336040056 0.6965411002892097 0.9740394061078135 1.2870120592705199 15.690372645501249 15.690372645501249 42.16892135458047 42.16892135458047 59386.37401620019 59366.3643633998 18.677711876094143 19.027301169984014 18.677711876094143 1.0689592656101292 2.229461715902665 5.572941905484237 264.64344817 73.23823198 0.005872173249038215 17.59575958738327 18.051449590349197 17.99217857903242 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.229461715902665 5.572941905484237 264.64344817 73.23823198 0.005872173249038215 17.59575958738327 18.051449590349197 17.99217857903242 1.0 False False 0.3 0.7 1.5 0.02 8 3 20.00965280039236 5.572941905484237 2.229461715902665 0.05927101131677759 2.499680468039732 -0.9758515796348171 -0.6855332970617241 False 0.054 Inputed -18.245983148512636 -17.896393854622765 """""" """""" """"""
-0.15533147637504102 0.27014702835582377 -4.211158441091816 19.256665733915163 5747.488148438051 77.23621281375027 70 40 40 45.943113499786705 36 True True 2021acj 191.01282916666662 50.40487777777778 SNIa 0.094728 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 191.01282916666662 50.40487777777778 TNS 2021acj ZTF21aabxztv 2021acj SNIa 0.094728 -0.04186757976525257 0.8549193079467585 0.1401222967094462 0.348369157620656 0.8549193079467585 1.504045153966004 14.26047852020739 14.26047852020739 31.682634979579316 31.682634979579316 59229.472986099776 59219.4271296002 18.75106223595514 18.75106223595514 18.932909728281793 0.6246796676688334 1.6385553852272001 10.316566531055543 191.0083818361355 50.404456348477055 0.0028297989255882117 15.53675880491376 16.572531450392006 15.898101367204188 0.9850000000000001 """""" """""" """""" """""" 1 False True all False False 0 0.7 5.48309242752438 191.010536936758 50.405308308539 0.04665431265091191 20.961592004803418 25.06017600400448 21.703380141397716 0.05000000000000001 False False 0.3 0.7 1.5 0.02 8 3 10.045856499578804 10.316566531055543 1.6385553852272001 0.6744300831878185 6.296135378802017 -2.178530785563133 -3.034808361077605 False 0.094728 Inputed -19.230829474272877 -19.41267696659953 """""" """""" """"""
-0.16771283665763548 0.42616397675561246 -7.251930367615469 18.508269833411624 4797.736328241039 150.5894460564351 30 15 15 18.97597219981253 33 True False 2020yti 353.8485458333333 -14.797166666666666 SNIa 0.05796 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 353.8485458333333 -14.797166666666666 TNS 2020yti ZTF20acoredl 2020yti SNIa 0.05796 0.2090430387451292 0.688622067963216 0.3172625437619061 0.4329989460968484 0.688622067963216 0.9793767484331255 10.842703228545105 10.842703228545105 8.133268971267427 8.133268971267427 59168.176122699864 59155.16715280013 18.309876507566614 18.409981337748953 18.309876507566614 1.0037293582305138 2.3190977331339235 7.346916765721727 353.84692877 -14.79847838 0.0009509746231198823 14.678986647176743 15.806231837916375 15.04430632020235 0.9400000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.3190977331339235 7.346916765721727 353.84692877 -14.79847838 0.0009509746231198823 14.678986647176743 15.806231837916375 15.04430632020235 0.9400000000000001 False False 0.3 0.7 1.5 0.02 8 3 13.00896989973262 7.346916765721727 2.3190977331339235 0.7619255177140243 3.1680065314856036 -2.6037494998325776 -3.265570187364263 False 0.05796 Inputed -18.769488893647395 -18.669384063465056 """""" """""" """"""
-0.15423211501062362 0.2640177114080633 -10.752526418735819 18.664840992462732 5288.170326543349 86.15727597120741 38 28 28 37.998414299916476 40 True True 2019zbj 219.69824999999997 50.102719444444446 SNIa 0.0685 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 219.69824999999997 50.102719444444446 TNS 2019zbj ZTF18aaizerg 2019zbj SNIa 0.0685 0.17681122607072197 1.086905105921339 0.366818877825807 0.5803185043789867 1.086905105921339 1.7176036433677133 7.8988400253759234 7.8988400253759234 30.09957427454055 30.09957427454055 58856.57214119984 58846.555416699965 18.325953258221688 18.371038740212402 18.325953258221688 1.350335148393052 2.256640505960299 1.3110673219263949 219.6978952843935 50.1030038143914 0.0007818012169310551 16.03841717980504 17.017239127497675 16.401114911031723 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.256640505960299 1.3110673219263949 219.6978952843935 50.1030038143914 0.0007818012169310551 16.03841717980504 17.017239127497675 16.401114911031723 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 10.016724499873817 1.3110673219263949 2.256640505960299 0.616124216465952 0.5809819146929114 -1.3537996127147274 -1.924838347189965 False 0.0685 Inputed -19.121443577053665 -19.07635809506295 """""" """""" """"""
-0.025304384760347708 0.6249566824215884 -24.94197114127153 18.436561408490903 5864.753645501006 165.3753275465598 265 105 105 73.85211799992248 48 True True 2021fel 252.99382916666664 62.56787777777778 SNIIn 0.068 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 252.99382916666664 62.56787777777778 TNS 2021fel ZTF21aaowaxx 2021fel SNIIn 0.068 0.06206638860520286 0.45275898760452193 0.15083066367439102 0.24535026070654098 0.45275898760452193 0.6866432376270986 8.430797505201571 8.430797505201571 65.42132049472092 65.42132049472092 59297.30957179982 59282.51354169985 18.244335157250127 18.244335157250127 18.289554477098672 1.6236285661000929 0.9461710168931643 0.4572331152272449 252.99401907896748 62.56778571017835 0.0022940949289151913 19.77590368359089 20.201002574294805 19.95584160258889 0.98125 """""" """""" """""" """""" 1 False True all False False 0 1.3906260422861059 0.30525873833014566 252.9939812539675 62.56792553517835 0.004636784372276881 19.748861699059606 20.02261541901827 19.89239684916973 0.9714285714285714 False False 0.3 0.7 1.5 0.02 8 3 14.796030099969357 0.4572331152272449 0.9461710168931643 0.24516097170591422 0.48324574211606064 1.9566674170446774 1.6662871254902178 False 0.068 Inputed -19.141689524870376 -19.18690884471892 """""" """""" """"""
-0.1963558790332346 0.4404334273242516 -16.147788083801718 16.117802158086224 6692.571624273215 231.54553478257532 15 8 8 11.063831000123173 44 True False 2019cox 138.8764325 -4.773941888888 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 138.8764325 -4.773941888888 TNS 2019cox ZTF19aapbsne 2019cox CV 0.0 -0.20865969724953004 0.00588379902150038 -0.1587839032954257 -0.10646008018650122 0.00588379902150038 0.12909186229620673 -11.951324181008811 -11.951324181008811 23.015155181131984 23.015155181131984 58581.168750000186 58581.14835650008 16.246567903189096 16.246567903189096 16.455214143986055 29.151979550738854 0.7683354774240703 0.0920503304708072 138.87642816 -4.77396709 0.012047321479739859 22.582976272952557 22.763696764028072 22.92207669707537 0.21666666666666667 """""" """""" """""" """""" 0 False True all False False 0 0.7683354774240703 0.0920503304708072 138.87642816 -4.77396709 0.012047321479739859 22.582976272952557 22.763696764028072 22.92207669707537 0.21666666666666667 False False 0.3 0.7 1.5 0.02 8 3 0.020393500104546547 0.0920503304708072 0.7683354774240703 -0.15837993304729636 0.11980486802381704 6.517128860838977 6.466862553089314 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.17389468397020083 0.2422955472251992 -8.31786122052533 17.727777653607603 5348.940648089815 106.74767189867218 51 34 34 59.794606499839574 45 True True 2019avx 199.06766708333 62.547630999999 SNIa 0.045 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 199.06766708333 62.547630999999 TNS 2019avx ZTF19aakiwxx 2019avx SNIa 0.045 0.08958873576973758 0.7513101890932852 0.23235208848443634 0.3894972452233887 0.7513101890932852 1.1848101016099193 11.802538781108256 11.802538781108256 47.99206771873132 47.99206771873132 58538.41898149997 58526.450625000056 17.259909987938045 17.259909987938045 17.37092390950963 2.700431692341436 4.057230682285077 5.822648566618844 199.064330486973 62.5481309468269 0.004047910568146906 16.22057020585656 16.86610304602146 16.44032422695279 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.057230682285077 5.822648566618844 199.064330486973 62.5481309468269 0.004047910568146906 16.22057020585656 16.86610304602146 16.44032422695279 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.96835649991408 5.822648566618844 4.057230682285077 0.42577881906867177 1.4351287916760662 -0.3938069419165835 -0.9305996825568421 False 0.045 Inputed -19.15225153023827 -19.263265451809858 """""" """""" """"""
-0.18997358655384775 0.21139013293602527 -7.911398506322432 19.098313923843563 5031.430607523714 140.89508764314758 44 27 27 35.89245369983837 82 True False 2020kku 263.1405125 15.735880555555555 SNIa 0.085 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 263.1405125 15.735880555555555 TNS 2020kku ZTF20abapyxl 2020kku SNIa 0.085 0.1479829155496617 0.6453765417217774 0.25931606968171295 0.37900938686638597 0.6453765417217774 0.9512133089487662 10.162108312496905 10.162108312496905 25.730345387341465 25.730345387341465 58997.297673599795 58987.40451390017 18.59640646917538 18.73411096254756 18.59640646917538 0.7875212711445745 2.921923019590485 2.5181774753718673 263.13985525 15.73617903 0.0011039832782578918 15.695198470401763 16.678120670032502 16.034724384593964 0.96 """""" """""" """""" """""" 0 False True all False False 0 2.921923019590485 2.5181774753718673 263.13985525 15.73617903 0.0011039832782578918 15.695198470401763 16.678120670032502 16.034724384593964 0.96 False False 0.3 0.7 1.5 0.02 8 3 9.893159699626267 2.5181774753718673 2.921923019590485 0.6433962854385378 0.8618219776798899 -2.055990292515059 -2.5616820845814168 False 0.085 Inputed -19.327531146787564 -19.189826653415384 """""" """""" """"""
-0.02596106183100727 0.4090804371505343 -23.465235972667607 18.455238768837294 5410.7265654516705 168.15146739350388 20 14 14 71.89368059998378 51 True False 2019dhz 203.16671666666 -20.60537716666 SNII 0.034 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 203.16671666666 -20.60537716666 TNS 2019dhz ZTF19aapfnym 2019dhz SNII 0.034 0.16427758969579997 0.5756188566606681 0.25803751896049576 0.35766303176430014 0.5756188566606681 0.8205176059218822 10.964922556465403 10.964922556465403 60.92875804351838 60.92875804351838 58581.31645830022 58581.31645830022 18.278806647006796 18.278806647006796 18.399783038585063 1.3006658107441975 4.895033251434086 8.023723574946015 203.16907932 -20.60565439 0.0026621069647597695 15.044400664281845 15.882301632881166 15.330544781827927 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.895033251434086 8.023723574946015 203.16907932 -20.60565439 0.0026621069647597695 15.044400664281845 15.882301632881166 15.330544781827927 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 8.023723574946015 4.895033251434086 0.5517568510532396 1.639156092064405 -2.39650501412563 -3.069238256757137 False 0.034 Inputed -17.508943998698967 -17.629920390277235 """""" """""" """"""
-0.1917553560269103 0.16771920631490694 -10.904751998773676 17.66416859675469 6027.1880508321665 102.59642889380098 91 62 62 72.86696759983897 60 True True 2021mwb 242.23796249999995 35.42108333333333 SNIa 0.043 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 242.23796249999995 35.42108333333333 TNS 2021mwb ZTF21abbzjeq 2021mwb SNIa 0.043 -0.03628770200865716 0.5967823487584774 0.09898449367747375 0.24881848509018667 0.5967823487584774 1.0178480031045467 15.381485288539778 15.381485288539778 57.485482311299194 57.485482311299194 59371.37009260012 59354.39501160011 16.989802252983015 16.989802252983015 17.15503282496895 8.046811762060958 0.701182442174467 0.36775239593405773 242.23808150505351 35.4210512334135 0.0006196478839403108 18.828041370164154 19.428108104236124 19.069795132601858 0.93 """""" """""" """""" """""" 0 False True all False False 0 0.701182442174467 0.36775239593405773 242.23808150505351 35.4210512334135 0.0006196478839403108 18.828041370164154 19.428108104236124 19.069795132601858 0.93 False False 0.3 0.7 1.5 0.02 8 3 16.975081000011414 0.36775239593405773 0.701182442174467 0.3583129716342661 0.5244746214602936 2.4383058512531086 1.914762307632909 False 0.043 Inputed -19.268383029567257 -19.43361360155319 """""" """""" """"""
-0.14969013786019492 0.31326211045196667 -1.4078716999860532 18.326105581651902 5242.971697044692 160.3095424164992 20 15 15 41.875509299803525 42 True False 2021abn 208.70355416666663 -13.608566666666666 SNIa 0.058 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 208.70355416666663 -13.608566666666666 TNS 2021abn ZTF21aadrtqz 2021abn SNIa 0.058 0.02012951477111713 0.41255559160389765 0.10894746631565155 0.20375971297113082 0.41255559160389765 0.6490463540818894 14.245667819531118 14.245667819531118 27.629841480272407 27.629841480272407 59231.441689800005 59223.5422685002 18.074309244720553 18.074309244720553 18.339642146526003 1.4101020095006007 0.8873796302050592 0.7676728809896778 208.70341027 -13.60872764 0.0007032861700302373 18.236661920022964 18.385766209983824 18.443250051236152 0.48 """""" """""" """""" """""" 0 False True all False False 0 0.8873796302050592 0.7676728809896778 208.70341027 -13.60872764 0.0007032861700302373 18.236661920022964 18.385766209983824 18.443250051236152 0.48 False False 0.3 0.7 1.5 0.02 8 3 7.899421299807727 0.7676728809896778 0.8873796302050592 -0.05748384125232775 0.865100859721426 0.3114569652632717 0.1036079047101488 False 0.058 Inputed -18.741241412441667 -19.006574314247118 """""" """""" """"""
-0.12830770727963456 0.36081224002888884 -7.033399986842575 19.034821716493305 4830.431639972333 194.08540440673585 29 11 11 18.064687499776483 36 True True 2021D 358.6421041666666 15.745188888888888 SNIa 0.07459 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 358.6421041666666 15.745188888888888 TNS 2021D ZTF21aaaaddl 2021D SNIa 0.07459 0.17985774112653274 0.5340170292841506 0.2616031105378873 0.34775844909495746 0.5340170292841506 0.7401558036727316 12.934287149826782 12.934287149826782 5.130400349949701 5.130400349949701 59227.1123147998 59215.08957180008 18.318438384241897 18.318438384241897 18.78996153955429 2.3260854091088254 1.6115477228474608 1.4334407832661153 358.6417410984155 15.744998012897799 0.0005867530606422644 16.41586086429954 17.40884950487137 16.782698263106347 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.6115477228474608 1.4334407832661153 358.6417410984155 15.744998012897799 0.0005867530606422644 16.41586086429954 17.40884950487137 16.782698263106347 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 12.022742999717593 1.4334407832661153 1.6115477228474608 0.6261512417650223 0.8894808158292412 -0.9095888793705278 -2.0072632764479437 False 0.07459 Inputed -18.845339362731522 -19.316862518043916 """""" """""" """"""
-0.13055002556806172 0.3238831597667705 -10.178627907254462 17.7272264422627 4224.8275634365145 167.1735932303597 27 19 19 47.73924769973382 56 True True 2019qfi 327.78289083333 12.427379222222 SNIc-BL 0.0285 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 327.78289083333 12.427379222222 TNS 2019qfi ZTF19abzwaen 2019qfi SNIc-BL 0.0285 0.44580513879931516 0.9348734434090034 0.557600873757945 0.6761573743162721 0.9348734434090034 1.2247996569777513 5.330819977367124 5.330819977367124 42.408427722366696 42.408427722366696 58750.258495400194 58743.384606500156 17.566686951171164 17.819778614859015 17.566686951171164 3.5065441135533484 3.5677018548594948 5.074653060850799 327.78156062582104 12.42683192324995 0.004066684037143498 16.57303467470169 17.384041400418283 16.81576555131197 0.9800000000000001 """""" """""" """""" """""" 1 False True all False False 0 0.7 4.082673851944668 327.78326765560803 12.428451933796701 0.0421282785604159 21.53725690124512 24.342705372428895 22.331427493681907 0.05 False False 0.3 0.7 1.5 0.02 8 3 6.873888900037855 5.074653060850799 3.5677018548594948 0.568275849106314 1.4223870904287352 -0.43573721444073144 -0.7509213998591946 False 0.0285 Inputed -17.955920089604675 -17.702828425916824 """""" """""" """"""
-0.14125044179700813 0.31910467821746336 -9.89281334644578 17.006023795668412 4834.63887399164 61.66988630773019 31 10 10 32.045462999958545 39 True True 2021aug 18.520037499999997 19.417975000000002 SNIc-BL 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 18.520037499999997 19.417975000000002 TNS 2021aug ZTF21aafnunh 2021aug SNIc-BL 0.03 0.38288079056066593 1.9601293057858058 0.6909368622557217 1.0514388654058813 1.9601293057858058 3.181303278327615 16.263626512001075 16.263626512001075 15.78183648795747 15.78183648795747 59250.18523149984 59232.115393499844 16.915621129819613 17.100736789677864 16.915621129819613 9.440649672193109 1.4651126794902039 1.0714030092966211 18.519961041987997 19.417686255892 0.003386374947524917 19.047740176938774 19.347686996326445 19.10807343472004 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.4651126794902039 1.0714030092966211 18.519961041987997 19.417686255892 0.003386374947524917 19.047740176938774 19.347686996326445 19.10807343472004 1.0 False False 0.3 0.7 1.5 0.02 8 3 18.069837999995798 1.0714030092966211 1.4651126794902039 0.23961356160640435 0.7312768664792548 2.246950206648581 2.192452304900428 False 0.03 Inputed -18.719176323805716 -18.534060663947464 """""" """""" """"""
-0.22481669998667392 0.6678219729095137 -0.21666975101114594 16.93671348887354 5643.605159937633 219.90147060549276 20 11 11 24.017523200251162 145 True True 2019uo 180.65250999999 41.061643111111 SNIbn 0.020454 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 180.65250999999 41.061643111111 TNS 2019uo ZTF19aadnxbh 2019uo SNIbn 0.020454 -0.08726289119881514 0.16610872053554004 -0.028454025055328458 0.0333058368601975 0.16610872053554004 0.31203489165877585 4.55211642741257 4.55211642741257 19.46540677283859 19.46540677283859 58505.44848380005 58502.475532399956 16.839607898816528 16.839607898816528 16.96683036421796 3.601119544914305 6.453133614311159 26.719567235804654 180.6522006880855 41.0542246746506 0.0035864170615461655 13.19481114614129 14.34667535091102 13.662959217216372 1.0 """""" """""" """""" """""" 36 False True all False False 0 0.7 5.0597303947375885 180.65257096 41.06304784 0.03916502188175541 20.923733012646437 23.64 21.05443001756072 1.0 False False 0.3 0.7 1.5 0.02 8 3 2.9729514000937343 26.719567235804654 6.453133614311159 0.6837161336946487 4.140556949967452 -2.4929325479055073 -3.303871147001587 False 0.020454 Inputed -17.83105586113491 -17.95827832653634 """""" """""" """"""
-0.11053242935747207 0.12927385503555605 -8.73828264768298 18.489936388466436 5650.251085140356 151.55376851448372 101 48 48 73.95972219994292 40 True True 2020wol 29.86133333333333 30.72675 SNII 0.050475 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 29.86133333333333 30.72675 TNS 2020wol ZTF20acjbhhp 2020wol SNII 0.050475 -0.015101822883138993 0.39215514446308575 0.07647654751338706 0.17464747733190578 0.39215514446308575 0.6403794119229644 19.805964934471163 19.805964934471163 54.153757265471754 54.153757265471754 59146.361273100134 59136.32582180016 17.740307979405276 17.740307979405276 17.8995350841308 6.214561938696115 2.5404933853014797 1.6728668710542007 29.861383844609747 30.72721265221295 0.0009410087272602174 15.941774055930376 16.34941458374739 16.149555158314705 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.5404933853014797 1.6728668710542007 29.861383844609747 30.72721265221295 0.0009410087272602174 15.941774055930376 16.34941458374739 16.149555158314705 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.035451299976557 1.6728668710542007 2.5404933853014797 0.19985942543268465 0.6584810969132604 -1.390893395657887 -1.7499799258160955 False 0.050475 Inputed -18.875778195113927 -19.03500529983945 """""" """""" """"""
-0.012338277412748186 0.4494838560123337 -3.8102387878114232 17.226332910860023 5153.056051610205 127.37050771100294 69 44 44 73.93874999973923 42 True True 2020acbm 40.074166666666656 2.4270694444444443 SNII 0.021 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 40.074166666666656 2.4270694444444443 TNS 2020acbm ZTF20acwgxhk 2020acbm SNII 0.021 0.07415558294162139 0.6056049286934169 0.19154055276172954 0.3188279395369591 0.6056049286934169 0.9399391190502655 70.03141751902498 70.03141751902498 3.9073324807142384 3.9073324807142384 59202.22800929984 59193.19729170017 17.037551883067955 17.037551883067955 17.07608473084062 19.997958140850567 4.409217628566614 2.0823905394219078 40.073643984021345 2.426820672121095 0.0013118498674149492 14.99212020523548 15.392052002334594 15.105311049321891 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.409217628566614 2.0823905394219078 40.073643984021345 2.426820672121095 0.0013118498674149492 14.99212020523548 15.392052002334594 15.105311049321891 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.030717599671334 2.0823905394219078 4.409217628566614 0.2867409530127034 0.47228118792105733 -1.645499880733361 -1.970773681518729 False 0.021 Inputed -17.779307215029355 -17.81784006280202 """""" """""" """"""
-0.1685157402822431 0.3201558451049684 -8.168857709095569 19.676552982491415 6184.762145480813 198.2204458318787 62 17 17 32.06446749996394 64 True True 2020wlw 14.378449999999997 35.739575 SNIa 0.12 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 14.378449999999997 35.739575 TNS 2020wlw ZTF20aciidkb 2020wlw SNIa 0.12 -0.1502410812971604 0.11875691996489479 -0.0883862781768272 -0.023030956518258705 0.11875691996489479 0.27631183620418653 8.657840199097716 8.657840199097716 23.406627300866223 23.406627300866223 59144.33109949995 59134.2631019 19.211823953724824 19.211823953724824 19.419877544024374 0.35362910567801514 0.8368315501125132 0.4105706843707042 14.378550759681449 35.73965448641805 0.0023591875869191092 20.133757695839407 21.218635453879834 20.495829374361037 0.595 """""" """""" """""" """""" 0 False True all False False 0 0.8368315501125132 0.4105706843707042 14.378550759681449 35.73965448641805 0.0023591875869191092 20.133757695839407 21.218635453879834 20.495829374361037 0.595 False False 0.3 0.7 1.5 0.02 8 3 10.067997599951923 0.4105706843707042 0.8368315501125132 0.7228060795187972 0.49062524508726085 2.0068115001550098 1.0759518303366633 False 0.12 Inputed -19.268565781730143 -19.476619372029692 """""" """""" """"""
-0.08621240137368633 0.39173691761308993 -13.655704296903348 18.903674328725977 5223.04288718386 151.55232859343374 14 10 10 31.022199099883437 88 True False 2019oly 273.98114916666 27.608436611111 SNIa 0.084 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 273.98114916666 27.608436611111 TNS 2019oly ZTF19abpypvc 2019oly SNIa 0.084 0.1428197307486343 0.5988960618151253 0.24569249075770827 0.3557443802780291 0.5988960618151253 0.8755339764476489 6.263069661649624 6.263069661649624 24.759129438233813 24.759129438233813 58725.234780100174 58716.186423600186 18.709080338971464 18.87822957369869 18.709080338971464 2.666211023639684 0.963371180480725 0.11314848044400132 273.98112917 27.60846257 0.005032731464328144 20.834352145648 21.84281721448898 21.28763591322899 0.51 """""" """""" """""" """""" 0 False True all False False 0 0.963371180480725 0.11314848044400132 273.98112917 27.60846257 0.005032731464328144 20.834352145648 21.84281721448898 21.28763591322899 0.51 False False 0.3 0.7 1.5 0.02 8 3 9.048356499988586 0.11314848044400132 0.963371180480725 0.5551813012599922 0.11745055564931878 2.964587640790292 2.578555574257525 False 0.084 Inputed -19.188689691110017 -19.019540456382792 """""" """""" """"""
-0.15162931973750954 0.21256184989387306 -10.73176525495766 18.801253804348846 5222.937836919467 119.71386089910267 41 26 26 51.00711809983477 28 True True 2019hkl 206.03745583333 42.669115361111 SNIa 0.06965 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 206.03745583333 42.669115361111 TNS 2019hkl ZTF19aayogzn 2019hkl SNIa 0.06965 0.14215659873692488 0.7407235484759411 0.2735229245500257 0.41654795282742185 0.7407235484759411 1.1216443763531494 15.5034948947702 15.5034948947702 35.50362320506457 35.50362320506457 58660.224120399915 58644.20141200023 18.385639982071186 18.42023859692981 18.385639982071186 1.1566249241443505 2.599282042651893 1.3882626671420581 206.0369499410585 42.66901364781805 0.0026452916517560876 17.28771112781137 18.038667468068002 17.560851003250477 0.9899999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.599282042651893 1.3882626671420581 206.0369499410585 42.66901364781805 0.0026452916517560876 17.28771112781137 18.038667468068002 17.560851003250477 0.9899999999999999 False False 0.3 0.7 1.5 0.02 8 3 16.022708399686962 1.3882626671420581 2.599282042651893 0.4778164648175256 0.5340946632038808 -0.38157112886180755 -0.8247889788207097 False 0.06965 Inputed -19.09847087324513 -19.063872258386507 """""" """""" """"""
-0.17743975072232238 0.21770945562580285 -6.3269445786004965 18.93177549751011 5806.080096523814 146.72788533978587 54 33 33 58.90702550020069 53 True True 2020aaxa 0.8141208333333333 30.67535277777778 SNIa 0.086 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 0.8141208333333333 30.67535277777778 TNS 2020aaxa ZTF20acrxrfv 2020aaxa SNIa 0.086 -0.06978309603201893 0.33489854932635765 0.020782825684030115 0.11816950535989079 0.33489854932635765 0.5835770140239802 13.216795667890636 13.216795667890636 45.69022983231005 45.69022983231005 59184.17651619995 59173.22495369986 18.343313516117274 18.343313516117274 18.520160810034618 0.8282656971785318 1.400413995085354 11.167874839198307 0.813561322193719 30.67841741509675 0.06980984841092497 19.638434709259272 20.21756837197542 19.820959861474037 0.985 """""" """""" """""" """""" 0 False True all False False 0 1.400413995085354 11.167874839198307 0.813561322193719 30.67841741509675 0.06980984841092497 19.638434709259272 20.21756837197542 19.820959861474037 0.985 False False 0.3 0.7 1.5 0.02 8 3 10.951562500093132 0.0 0.0 0.0 0.0 5.296686483882727 4.749839189965382 True 0.086 Inputed -19.429642629615945 -19.60648992353329 """""" """""" """"""
-0.13593978879948976 0.29056352218309434 -5.452733797750472 18.883323552804367 5477.0506052976825 88.06005274767651 15 10 10 39.064050999935716 65 True True 2018isb 185.04415333333 52.631685694444 SNIa 0.08329 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 185.04415333333 52.631685694444 TNS 2018isb ZTF18aceyjco 2018isb SNIa 0.08329 0.03322490473149031 0.8371497507246879 0.20103174284077596 0.3896583941102385 0.8371497507246879 1.3935063846487168 11.61964799533177 11.61964799533177 27.44440300460395 27.44440300460395 58440.468900499865 58432.488286999986 18.57254991213688 18.57254991213688 18.638607135097647 0.9151195465781486 1.095175746935408 2.2937054449516827 185.04322796601002 52.6319865458184 0.0010623602624545425 17.477392296966315 18.317870063232185 17.79909080830276 0.9650000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.095175746935408 2.2937054449516827 185.04322796601002 52.6319865458184 0.0010623602624545425 17.477392296966315 18.317870063232185 17.79909080830276 0.9650000000000001 False False 0.3 0.7 1.5 0.02 8 3 7.980613499879837 2.2937054449516827 1.095175746935408 0.5187792549294237 2.094372023275788 -0.25467984890469353 -0.839516326794886 False 0.08329 Inputed -19.240396785271034 -19.306454008231803 """""" """""" """"""
-0.19899603903043306 0.21918473247787038 -7.626243870029702 18.734367245191887 5321.731035954487 89.05796690967716 47 28 28 40.94913190044463 51 True False 2021mcg 285.4107374999999 60.849975 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 285.4107374999999 60.849975 TNS 2021mcg ZTF21abaphri 2021mcg SNIa 0.06 0.10830128918690818 0.9435842441055762 0.2834028438711229 0.4796741247630081 0.9435842441055762 1.5180616024923133 10.955748830811928 10.955748830811928 29.9933830696327 29.9933830696327 59356.39223380014 59345.437731499784 18.29138838176696 18.3463963932192 18.29138838176696 1.475893382356603 3.4010454188117984 1.3102435429254933 285.41133597 60.85019291 0.0010974077890396616 15.463876039552689 16.32093529589176 15.828584601497651 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.4010454188117984 1.3102435429254933 285.41133597 60.85019291 0.0010974077890396616 15.463876039552689 16.32093529589176 15.828584601497651 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.954502300359309 1.3102435429254933 3.4010454188117984 0.4923506943941103 0.38524729357576315 -2.0254610973274403 -2.4628037802693097 False 0.06 Inputed -18.86411259943084 -18.8091045879786 """""" """""" """"""
-0.12314858393825862 0.43932413869553877 -6.884318188545433 19.638691117631947 5648.638636560971 138.22948620126408 43 26 26 35.017997700255364 85 True False 2021oxx 267.00277499999993 18.798994444444446 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 267.00277499999993 18.798994444444446 TNS 2021oxx ZTF21abehrtt 2021oxx SNIa 0.09 -0.02520037919650875 0.4239043039637984 0.07474069673626715 0.1825993953143552 0.4239043039637984 0.7026532676553003 15.865212935161509 15.865212935161509 19.152784765093855 19.152784765093855 59382.381446800195 59366.31098379986 19.280251139955936 19.280251139955936 19.44365474126705 0.554365952803327 1.2754290456431472 0.15737456870728922 267.00275874 18.79903536 0.0015498957359277865 18.543019765615462 19.615504888248445 18.950119143128394 0.97 """""" """""" """""" """""" 0 False True all False False 0 1.2754290456431472 0.15737456870728922 267.00275874 18.79903536 0.0015498957359277865 18.543019765615462 19.615504888248445 18.950119143128394 0.97 False False 0.3 0.7 1.5 0.02 8 3 16.070463000331074 0.15737456870728922 1.2754290456431472 0.6653857451200516 0.12338951292106697 0.33525374829250865 -0.49353559813865644 False 0.09 Inputed -18.606729903912186 -18.7701335052233 """""" """""" """"""
-0.16914564841987412 0.24920083862566234 -10.884230486947816 18.15894683298877 5721.768284197343 127.1112014270803 29 20 20 65.87761580012739 40 True True 2019czy 233.91033291666 35.011739 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 233.91033291666 35.011739 TNS 2019czy ZTF19aaobwpx 2019czy SNIa 0.05 0.005688463260597132 0.5125322705156208 0.11742881466530974 0.23874661007958764 0.5125322705156208 0.8322985794218738 14.34757427394833 14.34757427394833 51.530041526179055 51.530041526179055 58592.45218749996 58575.43517359998 17.66653271922764 17.66653271922764 17.819212311024934 3.5298050578730003 1.8096612623704387 5.825941899284888 233.911523330667 35.0130306500123 0.005486917853305684 17.610984841898677 18.106941719533204 17.858309496165514 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.8096612623704387 5.825941899284888 233.911523330667 35.0130306500123 0.005486917853305684 17.610984841898677 18.106941719533204 17.858309496165514 1.0 False False 0.3 0.7 1.5 0.02 8 3 17.017013899981976 5.825941899284888 1.8096612623704387 0.24863222336768942 3.2193549259343732 0.4404090003055643 0.03909718514058014 False 0.05 Inputed -18.93532632015034 -19.088005911947636 """""" """""" """"""
-0.17713829377690157 0.26874551382364553 -7.5667545351712215 17.648625534103818 4052.6779207898835 181.06826738475743 22 16 16 57.872824099846184 91 True True 2020eqc 233.18500416666666 4.746622222222222 SNIa 0.0415 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 233.18500416666666 4.746622222222222 TNS 2020eqc ZTF20aattqfr 2020eqc SNIa 0.0415 0.48708918728178574 0.9443731680992649 0.5923804737611 0.7035158545155937 0.9443731680992649 1.211919986730443 6.872883555092146 6.872883555092146 50.99994054475404 50.99994054475404 58943.461168999784 58936.43940970022 17.253930840856132 18.06534024383305 17.253930840856132 5.654130627195725 5.699398938707846 7.864322384516265 233.1843423533195 4.74870481492286 0.0010524555319081363 13.585480222482682 16.446561512246134 13.952266856484414 0.9916666666666667 """""" """""" """""" """""" 5 False True all False False 0 0.7 0.43966440867787493 233.18490543253552 4.746549877107255 0.0027554682919008755 20.76142029455185 18.821902670509814 20.768600400152206 0.30833333333333335 False False 0.3 0.7 1.5 0.02 8 3 7.021759299561381 7.864322384516265 5.699398938707846 2.4942946557617205 1.3798511859040428 -1.6187787315869144 -3.301663984371718 False 0.0415 Inputed -19.091600355428046 -18.28019095245113 """""" """""" """"""
-0.039262709657412895 0.5181921928888339 -30.556334075262633 18.33355544962061 5954.283253631118 429.96038116540666 40 28 28 66.9181596999988 113 True True 2021fpm 304.27891666666665 -12.094619444444445 SNIa 0.019 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 304.27891666666665 -12.094619444444445 TNS 2021fpm ZTF21aavutkm 2021fpm SNIa 0.019 -0.06626607548372832 0.059408628700555965 -0.03601422428143408 -0.004993970935075254 0.059408628700555965 0.12705717684389484 -4.827538009743503 -4.827538009743503 71.7456977097423 71.7456977097423 59329.44319440005 59320.45825230004 18.05787204127274 18.099066337246477 18.05787204127274 2.789455146526722 8.260211554484371 11.410728755355528 304.276748646692 -12.096975869871251 0.0012383294961848534 12.82194197580576 13.901195972652435 13.200090370247365 0.96 """""" """""" """""" """""" 4 True True all False False 0 4.790224625317625 7.123614445208446 304.2809383279835 -12.09453060826515 0.0073420889696810265 16.536635191526415 18.720476587171554 16.679390226602553 0.4 False False 0.3 0.7 1.5 0.02 8 3 8.984942100010812 11.410728755355528 8.260211554484371 0.7011056024050699 1.3814087787086735 -4.197870364594042 -4.857781671025377 False 0.019 Inputed -16.579088719058074 -16.53789442308434 """""" """""" """"""
-0.18890497358218883 0.15562319624572904 -5.431940604458306 18.43195249545714 6372.533008569915 84.6412677758621 24 22 22 52.96004629973322 69 True False 2019oln 79.600667083333 4.406689 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 79.600667083333 4.406689 TNS 2019oln ZTF19abqykyd 2019oln SNIa 0.08 -0.15848815293963625 0.5673160124133894 -0.009238352028496877 0.16016416157425795 0.5673160124133894 1.0807258595256926 13.408669351594554 13.408669351594554 39.55137694813867 39.55137694813867 58725.47627309989 58716.48356480012 17.736101480533176 17.736101480533176 17.875924471539708 3.1105022595951843 1.3403471789039347 1.1198718168986397 79.60073583 4.40638557 0.006297341925093014 20.053798598194124 20.764830103302003 20.44772708129883 0.96 """""" """""" """""" """""" 0 False True all False False 0 1.3403471789039347 1.1198718168986397 79.60073583 4.40638557 0.006297341925093014 20.053798598194124 20.764830103302003 20.44772708129883 0.96 False False 0.3 0.7 1.5 0.02 8 3 8.992708299774677 1.1198718168986397 1.3403471789039347 0.31710302200317386 0.8355087655829677 3.0287286227688277 2.5718026097591213 False 0.08 Inputed -19.91400955053167 -20.053832541538203 """""" """""" """"""
-0.021812774442522997 0.5292755752960323 -6.987202742282097 18.95121707846268 8711.346081332005 272.5309475942281 50 20 20 72.94408559985459 73 True True 2020adgg 124.21324166666666 18.047225 AGN 0.162 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 124.21324166666666 18.047225 TNS 2020adgg ZTF20acnviht 2020adgg AGN 0.162 -0.5006503987027706 -0.3744198009269546 -0.4711367198125096 -0.44029313387149926 -0.3744198009269546 -0.3026316382476608 81.14431275380056 81.14431275380056 -8.200227153945967 -8.200227153945967 59196.41872690013 59137.45571759995 18.27366689345333 18.27366689345333 18.981982569855514 1.6194067074451648 0.9909736339617187 16.241478209121727 124.213251219193 18.04271348741795 0.05313853990896322 18.34279260457277 19.40605151806116 18.7362828477633 0.7899999999999998 """""" """""" """""" """""" 6 False True all False False 0 0.6903136184526343 1.059839575288552 124.212942598431 18.04714875198475 0.00010755428733999484 16.042046780437232 16.68526746938229 16.415814857490062 0.0 False False 0.3 0.7 1.5 0.02 8 3 58.963009300176054 0.0 0.0 0.0 0.0 5.366333106546669 4.288017430144485 True 0.162 Inputed -20.37516948799479 -21.083485164396972 """""" """""" """"""
-0.11239060023359655 0.2974163357063727 -21.041077220171395 17.034301023095516 5131.198630163581 145.84255017046945 27 27 27 56.97173610003665 55 True False 2019obe 105.04679208333 32.895961 SNIa 0.056 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 105.04679208333 32.895961 TNS 2019obe ZTF19abqgytb 2019obe SNIa 0.056 0.25527432098995106 0.7671380162075501 0.3704749612334197 0.4938833413423751 0.7671380162075501 1.078985755563501 -7.254822042988756 -7.254822042988756 64.22655814302541 64.22655814302541 58716.48855319992 58713.49165510014 17.033558736599648 17.072149516479357 17.033558736599648 3.479585533202575 3.8414553055880147 5.3276357377179275 105.04635069 32.89739374 0.0019482630383856891 15.43056232278347 16.380352161741257 15.73444536561966 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 3.8414553055880147 5.3276357377179275 105.04635069 32.89739374 0.0019482630383856891 15.43056232278347 16.380352161741257 15.73444536561966 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 2.9968980997800827 5.3276357377179275 3.8414553055880147 0.6459067961215972 1.3868795323397423 -0.6917973547380996 -1.2991133709799882 False 0.056 Inputed -19.970118828190955 -19.931528048311247 """""" """""" """"""
-0.23490301982379425 0.22356616360875142 -10.227474940865331 15.805987311077645 4616.427747356937 279.9089109331446 34 23 23 73.84434029972181 30 True False 2020gdw 200.6931208333333 -12.990472222222222 SNIa 0.018 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 200.6931208333333 -12.990472222222222 TNS 2020gdw ZTF20aatznro 2020gdw SNIa 0.018 0.2520072528549715 0.5008847212159715 0.3109123425613305 0.37198646293872173 0.5008847212159715 0.6392080620779659 14.053810162044277 14.053810162044277 59.79053013767753 59.79053013767753 58955.29371530004 58937.3897338002 15.469158093065758 15.469158093065758 15.488279833789985 37.17628853999685 0.8166752242959491 0.5006934634576209 200.69323992 -12.99039555 0.00657312195532278 21.507936049818994 21.853376723313332 21.52744633924961 0.05 """""" """""" """""" """""" 0 False True all False False 0 0.8166752242959491 0.5006934634576209 200.69323992 -12.99039555 0.00657312195532278 21.507936049818994 21.853376723313332 21.52744633924961 0.05 False False 0.3 0.7 1.5 0.02 8 3 17.903981499839574 0.5006934634576209 0.8166752242959491 0.3259303840637209 0.6130876125074882 6.384218630247574 6.039166505459626 False 0.018 Inputed -19.03072205747522 -19.049843798199447 """""" """""" """"""
-0.0493086272947555 0.43589333930159263 -22.819606469893714 18.369179965886683 5703.04278600311 208.7791941137616 80 52 52 74.03966439981014 53 True False 2021hsn 290.5701875 56.35005 SNIIn 0.054 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 290.5701875 56.35005 TNS 2021hsn ZTF21aarcobt 2021hsn SNIIn 0.054 0.04292488460855992 0.34012195743702023 0.11178186713787852 0.18417799089597153 0.34012195743702023 0.5118752072261046 1.0868024778660583 1.0868024778660583 72.95286192194408 72.95286192194408 59309.45071760006 59302.38431710005 18.077376601078353 18.077376601078353 18.11333209042847 2.2422952898203046 1.4112985271265261 0.8059119184394211 290.5702554 56.34982932 0.0017261363743180658 18.32029283823967 18.812963150787354 18.579205179214476 0.8800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.4112985271265261 0.8059119184394211 290.5702554 56.34982932 0.0017261363743180658 18.32029283823967 18.812963150787354 18.579205179214476 0.8800000000000001 False False 0.3 0.7 1.5 0.02 8 3 7.066400500014424 0.8059119184394211 1.4112985271265261 0.23375797157287792 0.5710428395899326 0.7355865497090015 0.46587308878600453 False 0.054 Inputed -18.810362934178308 -18.846318423528427 """""" """""" """"""
-0.18526097708505151 0.18451913047579102 -7.663575725119795 19.047070931491056 5833.366001392171 89.15451682554914 154 131 131 53.943541599903256 34 True True 2020nv 184.26786249999998 58.598200000000006 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 184.26786249999998 58.598200000000006 TNS 2020nv ZTF20aaawmxq 2020nv SNIa 0.09 -0.019906935881113696 0.7413718688571223 0.13906386889329525 0.3177266177146407 0.7413718688571223 1.2675041822312068 13.467081859451541 13.467081859451541 40.476459740451716 40.476459740451716 58861.45116900001 58849.4427894 18.308077239830585 18.308077239830585 18.569072080978952 0.885736796249578 1.4276032839362829 1.0264188721757772 184.2673782336505 58.5980672389365 0.0027608647432560973 18.852019318610132 19.42633611400485 19.101781285823584 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.4276032839362829 1.0264188721757772 184.2673782336505 58.5980672389365 0.0027608647432560973 18.852019318610132 19.42633611400485 19.101781285823584 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 12.008379600010812 1.0264188721757772 1.4276032839362829 0.3245548281812667 0.7189804644786657 1.1182588741742663 0.5327092048446325 False 0.09 Inputed -19.481312564200284 -19.74230740534865 """""" """""" """"""
-0.18685537239583458 0.22210757119790464 -5.746590535107197 16.652146576422588 5497.453772457818 189.0505909308001 44 27 27 73.84748850017786 83 True False 2018kfv 87.644336666666 13.299203805555 SNIa 0.011 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 87.644336666666 13.299203805555 TNS 2018kfv ZTF18acwutbr 2018kfv SNIa 0.011 -0.014895390669103392 0.30262656893366824 0.05801756803008118 0.13512485615095926 0.30262656893366824 0.4890859507091605 14.307917829131112 14.307917829131112 59.53957067104675 59.53957067104675 58480.28914349992 58468.2868170999 16.16805249446576 16.16805249446576 16.274014956811328 3.739524900468063 1.7326208935462466 6.303241805317962 87.64302747 13.30040479 0.011462669950109805 18.45924425163269 18.976338371086122 18.732898916435243 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.7326208935462466 6.303241805317962 87.64302747 13.30040479 0.011462669950109805 18.45924425163269 18.976338371086122 18.732898916435243 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 12.002326400019228 6.303241805317962 1.7326208935462466 0.24343945465087913 3.6379809505914387 2.8082858766203636 2.4588839596239147 False 0.011 Inputed -17.171675935811734 -17.277638398157304 """""" """""" """"""
-0.15185626156696605 0.3002776669123509 -3.342932579498097 19.172368879576908 5810.431809100708 97.16530503282769 34 24 24 39.89467599987984 32 True False 2020wap 13.465516666666664 -18.310886111111113 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 13.465516666666664 -18.310886111111113 TNS 2020wap ZTF20achtpbn 2020wap SNIa 0.1 -0.0818414086569419 0.5705245127034999 0.05611819461235967 0.2099437672748543 0.5705245127034999 1.011773495281016 12.473408946719541 12.473408946719541 27.421267053160296 27.421267053160296 59138.25297449995 59130.35891199997 18.734109432111435 18.734109432111435 18.852654357682916 0.9033926636595514 1.687034837993671 2.8952060228295142 13.46558968 -18.31008488 0.006169209432907552 18.906730812072755 19.37991048231125 19.02393997499943 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.687034837993671 2.8952060228295142 13.46558968 -18.31008488 0.006169209432907552 18.906730812072755 19.37991048231125 19.02393997499943 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 7.8940624999813735 2.8952060228295142 1.687034837993671 0.35597050731182023 1.7161507027754548 0.6458010501998146 0.1712856173165136 False 0.1 Inputed -19.431087740788012 -19.549632666359493 """""" """""" """"""
-0.06983143398722538 0.19279117073342722 -8.166629849954045 19.716219021191982 6225.35565700722 164.20824600402932 99 60 60 71.88571760011837 59 True True 2021mlh 261.36941249999995 63.14513888888889 SNIIP 0.189 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 261.36941249999995 63.14513888888889 TNS 2021mlh ZTF21abavqaz 2021mlh SNIIP 0.189 -0.14787724173971384 0.18510881048560535 -0.07261426047985964 0.007800657482302853 0.18510881048560535 0.38618223376947114 34.404344460272604 34.404344460272604 37.481373139845765 37.481373139845765 59362.38878470007 59343.39097219985 19.048857991475767 19.048857991475767 19.234149509152978 0.35299960470996383 0.9532220544529539 0.8803154696968597 261.3699532983385 63.1451281454347 0.010478869837491356 21.581187395062447 22.169154390252828 21.653347293856143 0.8400000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.9532220544529539 0.8803154696968597 261.3699532983385 63.1451281454347 0.010478869837491356 21.581187395062447 22.169154390252828 21.653347293856143 0.8400000000000001 False False 0.3 0.7 1.5 0.02 8 3 18.997812500223517 0.8803154696968597 0.9532220544529539 0.515807096396685 0.9235156337229999 3.120296398777061 2.419197784703165 False 0.189 Inputed -20.467724965224207 -20.653016482901418 """""" """""" """"""
-0.0483120801810481 0.9197523897265145 -1.2036067564915909 17.503996030966736 3501.828997520895 197.2544279590271 189 147 147 68.96657409984618 36 True False 2021hrj 156.9237083333333 72.82693888888889 SNIb 0.022 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 156.9237083333333 72.82693888888889 TNS 2021hrj ZTF21aarnjyd 2021hrj SNIb 0.022 0.7034108324162496 1.1659513742436225 0.8107882144829475 0.9235204255403175 1.1659513742436225 1.4326208190024303 35.47636743771461 35.47636743771461 33.49020666213158 33.49020666213158 59341.20467589982 59306.256169000175 17.226784171025237 17.935239314450452 17.226784171025237 4.365762265934706 4.523868477646513 2.5216198476327176 156.92579062 72.82727451 0.001548193929629571 15.115678548574447 15.635867643928528 15.313716909980775 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.523868477646513 2.5216198476327176 156.92579062 72.82727451 0.001548193929629571 15.115678548574447 15.635867643928528 15.313716909980775 1.0 False False 0.3 0.7 1.5 0.02 8 3 34.94850689964369 2.5216198476327176 4.523868477646513 0.32215073394775295 0.5574034391345877 -2.299371670521925 -1.9130672610444623 False 0.022 Inputed -17.730174037402488 -17.021718893977273 """""" """""" """"""
-0.04292320646081829 0.4119360130146474 -23.900427775567508 16.610760201905862 7025.486815024956 153.72554686864387 53 32 32 66.92410880001262 84 True False 2020adhh 70.94241666666666 28.969591666666666 SNII 0.022 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 70.94241666666666 28.969591666666666 TNS 2020adhh ZTF20acytgxf 2020adhh SNII 0.022 -0.16585610448262855 0.18734013327822652 -0.08660806665984921 -0.0015330020210626571 0.18734013327822652 0.4033626996102484 -3.131112773917927 -3.131112773917927 70.05522157393054 70.05522157393054 59203.323877300136 59203.21674769977 16.01241907640711 16.01241907640711 16.205608223958343 2.167681611406365 8.020289472383668 16.363888352133625 70.94514494 28.97346009 0.0018757797312792812 13.021049170303344 18.004285007476806 18.038262298583984 1.0 """""" """""" """""" """""" 6 False True all False False 0 8.056488762154492 8.858738787995083 70.94122385 28.96736315 0.11772143955726166 19.128171679878236 15.166126652526856 14.671667356872558 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.10712960036471486 16.363888352133625 8.020289472383668 -0.03397729110717762 2.0403114386930223 1.9918659310696967 1.8326540746256406 False 0.022 Inputed -18.751349984469382 -18.944539132020616 """""" """""" """"""
-0.1647413103996525 0.275340331656339 -7.0019076473662505 19.19664478399071 5430.287419930533 67.06830967438138 61 28 28 31.967430599965155 67 True True 2020krw 225.69128749999996 58.53480833333333 SNIa 0.078 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 225.69128749999996 58.53480833333333 TNS 2020krw ZTF20abajdvf 2020krw SNIa 0.078 0.10620579265474106 1.3027583209881364 0.34289006548477374 0.6179488168040592 1.3027583209881364 2.2075690701618065 9.834089233392177 9.834089233392177 22.133341366572978 22.133341366572978 59000.2470602002 58991.239988400135 18.83918898536813 18.83918898536813 18.84191794793019 0.9301067638181506 1.140402271812501 1.644923840261432 225.6905023002495 58.535010312321646 0.0026917361168623533 19.01860398387909 20.019464761486653 19.320720425432324 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.140402271812501 1.644923840261432 225.6905023002495 58.535010312321646 0.0026917361168623533 19.01860398387909 20.019464761486653 19.320720425432324 0.99 False False 0.3 0.7 1.5 0.02 8 3 9.007071800064296 1.644923840261432 1.140402271812501 0.6987443360543288 1.4424066672956275 1.180275776118524 0.478802477502132 False 0.078 Inputed -18.89208718638098 -18.894816148943043 """""" """""" """"""
-0.17135847222760736 0.1836253063173512 -12.611167442335354 18.649893148567152 5416.9316062697635 116.95789481641532 58 39 39 59.98091429984197 56 True True 2021set 248.93600416666663 13.93975 SNIa 0.074 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 248.93600416666663 13.93975 TNS 2021set ZTF21abjdiok 2021set SNIa 0.074 0.11487965474897166 0.7189339956942007 0.24696481195327635 0.39111318999042055 0.7189339956942007 1.105720979601081 15.263680418835245 15.263680418835245 44.71723388100673 44.71723388100673 59418.2115162001 59400.22738429997 17.968152991722928 18.125425360084158 17.968152991722928 1.2987883744609563 1.3461269900275588 1.4012306818377713 248.935797168183 13.940083375014051 0.0012165041153017198 17.771572245709898 18.35694132966995 18.01662961262226 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.3461269900275588 1.4012306818377713 248.935797168183 13.940083375014051 0.0012165041153017198 17.771572245709898 18.35694132966995 18.01662961262226 1.0 False False 0.3 0.7 1.5 0.02 8 3 17.984131900127977 1.4012306818377713 1.3461269900275588 0.34031171704769037 1.0409349877228777 0.2315159695857929 0.0484766208993328 False 0.074 Inputed -19.649619281736438 -19.492346913375208 """""" """""" """"""
-0.05548063268221289 0.3624998112081017 -20.55932206416925 17.970084752167125 5893.369112096698 258.12009051568094 20 16 16 43.97850700002164 126 True True 2019qif 262.92411999999 0.2791371944444 SNIIn 0.076 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 262.92411999999 0.2791371944444 TNS 2019qif ZTF19abzmmvz 2019qif SNIIn 0.076 -0.0417860610802947 0.1790641218912512 0.01007355883140093 0.06412358693557962 0.1790641218912512 0.30359018607584076 24.700241473718197 24.700241473718197 19.27826552630344 19.27826552630344 58765.09927080013 58738.129536999855 17.608822942154863 17.608822942154863 17.70298893228383 0.6235462506488049 1.4981953293708679 0.9093665870883391 262.9238883097115 0.2790365536332015 0.001126471738330248 17.5881324036026 18.417968538913726 17.904602244329453 0.985 """""" """""" """""" """""" 0 False True all False False 0 1.4981953293708679 0.9093665870883391 262.9238883097115 0.2790365536332015 0.001126471738330248 17.5881324036026 18.417968538913726 17.904602244329453 0.985 False False 0.3 0.7 1.5 0.02 8 3 26.96973380027339 0.9093665870883391 1.4981953293708679 0.513366294584273 0.6069746509423483 0.8091455967588637 0.20161331204562316 False 0.076 Inputed -19.973654352148866 -20.067820342277834 """""" """""" """"""
-0.008458961286009361 0.22872395199572026 -10.035603438155754 18.73074355548447 4971.445077106955 124.4038094025577 83 43 43 73.95104159973562 63 True True 2020uzx 22.101054166666668 -5.971586111111111 SNII 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 22.101054166666668 -5.971586111111111 TNS 2020uzx ZTF20achbejn 2020uzx SNII 0.04 0.2042410634105991 0.7999207258660164 0.33577474783717776 0.4784166850149738 0.7999207258660164 1.1751416809958641 186.32056910437785 186.32056910437785 -112.36952750464224 -112.36952750464224 59150.27552080015 59128.318946800195 18.539568075070463 18.637487122158248 18.539568075070463 2.199973487942894 4.235822843170359 1.752233365487729 22.10102805076035 -5.971100073165525 0.003685989314362037 16.475172400333882 16.989162282402518 16.710422540613415 0.96 """""" """""" """""" """""" 0 False True all False False 0 4.235822843170359 1.752233365487729 22.10102805076035 -5.971100073165525 0.003685989314362037 16.475172400333882 16.989162282402518 16.710422540613415 0.96 False False 0.3 0.7 1.5 0.02 8 3 21.956573999952525 1.752233365487729 4.235822843170359 0.2787397417891029 0.4136701251122783 -1.6483248397557304 -1.829145534457048 False 0.04 Inputed -17.725236812410955 -17.62731776532317 """""" """""" """"""
-0.09613152051907091 0.2574746712803182 -8.9745268621222 16.703614190202526 4017.106806647413 205.27149466985946 94 45 45 74.84001159993932 49 True False 2020aatb 81.19338333333333 -15.942063888888889 SNII 0.009954 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 81.19338333333333 -15.942063888888889 TNS 2020aatb ZTF20acrzwvx 2020aatb SNII 0.009954 0.5071315169371822 0.9094702921883169 0.6006922664960754 0.6988151440036958 0.9094702921883169 1.1406336257846235 19.191825448717942 19.191825448717942 55.648186151221374 55.648186151221374 59190.42400459992 59176.372002299875 15.960611623705573 16.569143064949877 15.960611623705573 16.040538176568464 4.850242644462084 0.17337619964804313 81.19342471 -15.94203675 0.0006491875008601822 13.885955394935609 16.634936165046692 17.65708513185978 0.75 """""" """""" """""" """""" 0 False True all False False 0 4.850242644462084 0.17337619964804313 81.19342471 -15.94203675 0.0006491875008601822 13.885955394935609 16.634936165046692 17.65708513185978 0.75 False False 0.3 0.7 1.5 0.02 8 3 14.052002300042659 0.17337619964804313 4.850242644462084 -1.0221489668130879 0.03574588167171405 0.0657931000968155 1.6964735081542077 False 0.009954 Inputed -17.26751370515395 -16.658982263909646 """""" """""" """"""
-0.14747022468601745 0.4962780709565079 -3.7112963616559904 18.47729802478296 5809.001666021224 134.20422483121513 44 31 31 31.901018499862403 35 True True 2020bzb 170.87537916666665 29.229794444444444 SNIa 0.0726 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 170.87537916666665 29.229794444444444 TNS 2020bzb ZTF20aamaqak 2020bzb SNIa 0.0726 -0.0900561705419598 0.35110517739430946 0.00760874907103215 0.11336612938241686 0.35110517739430946 0.6273214440373884 11.853521614458948 11.853521614458948 20.047496885403454 20.047496885403454 58894.319317100104 58883.50541670015 18.21778042396549 18.21778042396549 18.368335410668745 0.3718095509444999 1.2844488076085623 6.188941470951573 170.8767629167815 29.22857081375175 0.0018690579311542166 16.25254779109478 17.320097161076664 16.60107152865291 0.96 """""" """""" """""" """""" 0 False True all False False 0 1.2844488076085623 6.188941470951573 170.8767629167815 29.22857081375175 0.0018690579311542166 16.25254779109478 17.320097161076664 16.60107152865291 0.96 False False 0.3 0.7 1.5 0.02 8 3 10.813900399953127 6.188941470951573 1.2844488076085623 0.7190256324237545 4.818363670308036 -0.897683262888826 -1.7672638820158362 False 0.0726 Inputed -19.207285317779988 -19.357840304483243 """""" """""" """"""
-0.08911303227373468 0.3745500238394777 -17.32048672853241 17.876482283536067 3702.4631652550424 199.96675738083013 6 6 6 12.063275400083512 45 True False 2020ltq 326.1435583333333 -24.602811111111112 SNIb 0.017587 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 326.1435583333333 -24.602811111111112 TNS 2020ltq ZTF20abkhtev 2020ltq SNIb 0.017587 0.7552878974366841 1.2218166857175277 0.8637302415729273 0.9774848515663273 1.2218166857175277 1.4901627844367589 -6.30043853935892 -6.30043853935892 18.363713939442434 18.363713939442434 59040.37604170013 59040.37604170013 17.753299741591878 18.527312109267125 17.753299741591878 1.049114136250708 5.753133135939316 7.344754596864585 326.14132345 -24.60299407 0.001990375328054017 14.462552055358886 15.159389377784729 14.731501922273637 0.75 """""" """""" """""" """""" 1 False True all False False 0 1.6526337166303267 4.310668477013527 326.14274 -24.60187293 0.00460582764159545 17.993847026216983 14.82658015396595 14.523995216751098 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 7.344754596864585 5.753133135939316 0.4278874555110921 1.2766529860021056 -3.3679227314823965 -3.021797819318241 False 0.017587 Inputed -16.715069496041036 -15.941057128365788 """""" """""" """"""
-0.17150585328060636 0.2912693977686029 -4.868082560623328 18.900121762132716 5228.1141889527335 195.05757739904084 20 10 10 29.977476800326258 69 True False 2019drc 197.50143749999 75.721902 SNIa 0.071 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 197.50143749999 75.721902 TNS 2019drc ZTF19aapxocr 2019drc SNIa 0.071 0.046582617868363485 0.36782307336346776 0.1206179740209059 0.19872664237902882 0.36782307336346776 0.5552577973096966 9.247811213538697 9.247811213538697 20.72966558678756 20.72966558678756 58594.24414349999 58587.320462999865 18.57627650578953 18.57627650578953 18.580617430862382 2.448868070989254 2.6523900665116016 3.7775136832613114 197.50526414 75.72144337 0.0026311973637240804 16.778284248411655 17.969010364973546 17.23026218700409 0.99 """""" """""" """""" """""" 0 False True all False False 0 2.6523900665116016 3.7775136832613114 197.50526414 75.72144337 0.0026311973637240804 16.778284248411655 17.969010364973546 17.23026218700409 0.99 False False 0.3 0.7 1.5 0.02 8 3 6.923680500127375 3.7775136832613114 2.6523900665116016 0.7387481779694554 1.424192365578213 -0.6072661408159838 -1.3503552438582922 False 0.071 Inputed -18.94583637935994 -18.950177304432792 """""" """""" """"""
-0.04508289628887954 0.5010451990447913 -10.257077085159997 17.836606659519724 6736.460778023626 303.9770530110076 55 22 22 74.9549074000679 77 True False 2019dsg 314.26239249999 14.204406305555 TDE 0.0512 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 314.26239249999 14.204406305555 TNS 2019dsg ZTF19aapreis 2019dsg TDE 0.0512 -0.25547015071195034 -0.10313041349089502 -0.21946199760444074 -0.182094750159564 -0.10313041349089502 -0.018267916886379965 30.076308312852692 30.076308312852692 44.87859908721521 44.87859908721521 58607.46966439998 58582.464907399844 17.468501233901684 17.468501233901684 17.699019175332968 0.6451554418277515 3.1533911980269185 0.5079985163926055 314.26235892 14.20454361 0.0010896446400927573 15.692960846948624 16.707117262649536 15.962321939039231 0.95 """""" """""" """""" """""" 0 False True all False False 0 3.1533911980269185 0.5079985163926055 314.26235892 14.20454361 0.0010896446400927573 15.692960846948624 16.707117262649536 15.962321939039231 0.95 False False 0.3 0.7 1.5 0.02 8 3 25.004757000133395 0.5079985163926055 3.1533911980269185 0.7447953236103046 0.16109593909898046 -0.7613839712521475 -1.736697236293736 False 0.0512 Inputed -19.107632659530907 -19.33815060096219 """""" """""" """"""
-0.20722181328675734 0.9823326391821638 -1.4483479295373736 13.373240038456425 7216.8633921558685 50.174590820881086 37 27 27 37.01145830005407 96 True False 2018blk 280.46271624999 37.874625444444 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 280.46271624999 37.874625444444 TNS 2018blk ZTF18aatzhmn 2018blk CV 0.0 -0.33146109597382534 0.9131866039216554 -0.11062961479176181 0.16410798109495772 0.9131866039216554 2.0092422011218645 -1.3623275860941368 -1.3623275860941368 38.37378588614821 38.37378588614821 60054.42277779989 60054.42277779989 12.943408979226115 12.943408979226115 13.416998774270827 55.168077611420316 0.8301703787442546 0.1617733955802537 280.46273238 37.87466854 0.003351563992561979 20.681994395232202 20.364338830804826 20.625633499193192 0.04 """""" """""" """""" """""" 0 False True all False False 0 0.8301703787442546 0.1617733955802537 280.46273238 37.87466854 0.003351563992561979 20.681994395232202 20.364338830804826 20.625633499193192 0.04 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.1617733955802537 0.8301703787442546 -0.26129466838836635 0.19486770393441152 7.420929851578711 7.208634724922366 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.007402728441609119 0.11485004977116202 9.084125746352498 17.686971007562384 4715.759817861415 211.7329885488379 74 32 32 72.85929400008172 71 True True 2019cvz 247.72534833333 46.588463777777 SNII 0.018607 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 247.72534833333 46.588463777777 TNS 2019cvz ZTF19aapafit 2019cvz SNII 0.018607 0.09710109792218802 0.40135688048976803 0.16772241400023802 0.241884496192025 0.40135688048976803 0.5766221691537012 307.44414558776464 307.44414558776464 -234.58485158768292 -234.58485158768292 58586.44644680014 58580.42835649988 17.632217778924414 17.632217778924414 17.63288547416729 3.543924324188903 7.627834662480989 6.406890973819013 247.725808770149 46.59021511444135 0.0060726329907710985 15.426882450789511 15.893593849772811 15.55899372756183 0.96 """""" """""" """""" """""" 1 False True all False False 0 0.7 5.017054725425236 247.72419557 46.58731723 0.2057975564238218 23.25039649735093 21.77799640907645 22.499681108224394 0.0 False False 0.3 0.7 1.5 0.02 8 3 6.018090300261974 6.406890973819013 7.627834662480989 0.3346001222109809 0.8399357428829142 -1.7386239291516024 -2.073891746605458 False 0.018607 Inputed -16.958471749141726 -16.9591394443846 """""" """""" """"""
-0.17142332800210994 0.20037300627926313 -9.538973272833715 17.54430648288311 5467.999903813217 200.80106634928802 86 67 67 65.7046759002842 115 True False 2019ocv 19.459138749999 57.86039625 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 19.459138749999 57.86039625 TNS 2019ocv ZTF19abpzpqd 2019ocv SNIa 0.04 0.01558954300957538 0.319582051201202 0.0857783524786413 0.15974103722236777 0.319582051201202 0.4963563728922793 11.837512668462072 11.837512668462072 53.86716323182213 53.86716323182213 58724.428611100186 58712.42993059987 16.88912371897434 16.88912371897434 17.014897751029586 2.0277637379065965 3.236557030528009 0.4936632808159975 19.45938026 57.86034832 0.0012017390776754011 15.754260313034056 16.551471296691894 16.14282516345978 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.236557030528009 0.4936632808159975 19.45938026 57.86034832 0.0012017390776754011 15.754260313034056 16.551471296691894 16.14282516345978 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.99868050031364 0.4936632808159975 3.236557030528009 0.4086461332321143 0.15252729247766775 -0.33765242228244574 -0.8720725875698072 False 0.04 Inputed -19.24990713645183 -19.37568116850708 """""" """""" """"""
-0.16411892666831895 0.16262318693213773 -12.052588363459424 16.60124597393681 5403.714819302718 102.11153347084344 98 57 57 71.94898140011355 92 True False 2021ixi 262.8155249999999 5.439558333333333 SNIa 0.02 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 262.8155249999999 5.439558333333333 TNS 2021ixi ZTF21aauapli 2021ixi SNIa 0.02 0.13369164063989203 0.8527597685371688 0.28796414511948143 0.45837136489074126 0.8527597685371688 1.328505125215365 18.977271241903722 18.977271241903722 52.97171015820983 52.97171015820983 59334.37921300018 59314.41644679988 16.08651222562584 16.14749804127653 16.08651222562584 7.010199477865864 4.688141147620349 9.201963856756601 262.81784342 5.44065692 0.0034159229758398135 15.275190843200683 15.886076562213898 15.35093333363533 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.9456194633293061 7.827029520111551 262.81409665 5.43791359 0.008956729541748198 17.835890780210494 18.19060987443924 17.927365023326875 0.0 False False 0.3 0.7 1.5 0.02 8 3 19.96276620030403 9.201963856756601 4.688141147620349 0.5351432285785673 1.9628171522581868 -0.26142147906263347 -0.7355788919905084 False 0.02 Inputed -18.662382542860254 -18.60139672720956 """""" """""" """"""
-0.06770572948875597 0.4205489158010459 -16.985596946217896 17.695536861001614 3864.374672683389 237.96353430606177 52 15 15 45.00697909994051 73 True True 2021uky 54.754391666666656 41.640902777777775 SNIa 0.025 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 54.754391666666656 41.640902777777775 TNS 2021uky ZTF21abpxuss 2021uky SNIa 0.025 0.6358160704729201 1.000975312982881 0.7216458662723397 0.8110340262248101 1.000975312982881 1.2066717767104294 -4.192078802809844 -4.192078802809844 49.199057902750354 49.199057902750354 59426.447106500156 59426.447106500156 17.606993274366733 18.511640622563245 17.606993274366733 3.5223256996431482 7.180747252974819 7.429238827521251 54.751639842262904 41.641074726202504 0.0015694520997773242 13.703898956012726 15.190356532125474 14.031149647789 0.99 """""" """""" """""" """""" 2 False True all False False 0 0.7 3.3582780515817166 54.7533284098706 41.6404140765374 0.18229063656419586 24.01663206687927 25.563639220542907 23.888134946613313 0.95 False False 0.3 0.7 1.5 0.02 8 3 0.0 7.429238827521251 7.180747252974819 1.1592068843364736 1.0346052528785898 -3.3212840904377714 -3.5758436265777327 False 0.025 Inputed -17.629191496541008 -16.724544148344496 """""" """""" """"""
-0.17835638518400423 0.32726765182608775 -8.294228095263428 18.354530000451668 4868.485857151632 166.58467103403575 33 13 13 37.9448148002848 32 True False 2020abgv 39.669999999999995 -26.987819444444444 SNIa 0.057 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 39.669999999999995 -26.987819444444444 TNS 2020abgv ZTF20acumekm 2020abgv SNIa 0.057 0.18869577621779143 0.6110457093123216 0.28491630733747897 0.3871887633985196 0.6110457093123216 0.8627471759361285 12.933743252410874 12.933743252410874 25.01107154787393 25.01107154787393 59193.2370023001 59178.271643499844 18.01800491855034 18.224277246950507 18.01800491855034 2.306846197896417 2.2789586472399845 5.778656986923008 39.67180134 -26.98781636 0.0012224406594396608 15.446468007397652 16.589111877930165 15.870131490135194 0.96 """""" """""" """""" """""" 0 False True all False False 0 2.2789586472399845 5.778656986923008 39.67180134 -26.98781636 0.0012224406594396608 15.446468007397652 16.589111877930165 15.870131490135194 0.96 False False 0.3 0.7 1.5 0.02 8 3 14.965358800254762 5.778656986923008 2.2789586472399845 0.7189803877949714 2.5356567983019174 -1.635165369020342 -2.1478734284151457 False 0.057 Inputed -19.024610499400318 -18.81833817100015 """""" """""" """"""
-0.1441564718271392 0.5406371888989425 -6.556659171359945 17.55001598213484 5392.716051745646 192.8641828255635 34 16 16 18.039317100308836 62 True True 2021gn 347.2915833333333 28.301069444444444 SNIa 0.044 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 347.2915833333333 28.301069444444444 TNS 2021gn ZTF21aaaadmo 2021gn SNIa 0.044 0.016077403672351664 0.3340792759005353 0.08926205800665343 0.16654521592988658 0.3340792759005353 0.520090690231708 9.752919325986273 9.752919325986273 8.286397774322563 8.286397774322563 59227.13761569979 59215.09428239986 17.37503019842835 17.383435363411476 17.37503019842835 2.1809391608258326 3.2183391908572796 4.345895827534606 347.290531431221 28.30184374228905 0.0020887406099184824 16.010526943097112 17.06550338626385 16.639831809568406 0.99 """""" """""" """""" """""" 0 False True all False False 0 3.2183391908572796 4.345895827534606 347.290531431221 28.30184374228905 0.0020887406099184824 16.010526943097112 17.06550338626385 16.639831809568406 0.99 False False 0.3 0.7 1.5 0.02 8 3 12.043333299923688 4.345895827534606 3.2183391908572796 0.42567157669544287 1.3503535736321737 -0.31793197714762655 -0.7351983888599456 False 0.044 Inputed -19.09882705303801 -19.090421888054887 """""" """""" """"""
-0.1261363245836522 0.3045345073743606 -4.767359773003617 18.987581036801974 5667.902977480226 79.8788905477831 29 16 16 47.03618060005829 61 True True 2020cpv 195.62276249999996 28.20434722222222 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 195.62276249999996 28.20434722222222 TNS 2020cpv ZTF20aansktb 2020cpv SNIa 0.1 -0.016567643977911217 0.859280300734877 0.16257835617525274 0.3665526203903475 0.859280300734877 1.4854793913452617 16.639274139247686 16.639274139247686 30.3969064608106 30.3969064608106 58906.350463000126 58894.369907400105 18.67780557369579 18.67780557369579 18.717041138944435 0.6898127943734358 2.0435940554971777 0.4169925680965478 195.6227290040425 28.204459228999703 0.0027824940678894405 18.064462041484116 18.725931085399388 18.29482955142975 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.0435940554971777 0.4169925680965478 195.6227290040425 28.204459228999703 0.0027824940678894405 18.064462041484116 18.725931085399388 18.29482955142975 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 11.980555600021034 0.4169925680965478 2.0435940554971777 0.43110153396963824 0.20404863038961002 0.048125511703599244 -0.4222115875146848 False 0.1 Inputed -19.566700959526493 -19.60593652477514 """""" """""" """"""
-0.002576999408250041 0.46694252475145764 -4.526213226029878 17.265397610674498 4395.908790190739 116.20988658394933 84 53 53 74.9420255003497 90 True True 2021gvm 202.50509999999997 13.411188888888889 SNII 0.0246 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 202.50509999999997 13.411188888888889 TNS 2021gvm ZTF21aaqjmps 2021gvm SNII 0.0246 0.33736346234540093 1.0360401889265916 0.4906429712257854 0.6575363260030542 1.0360401889265916 1.4815017945070537 312.0614231905898 312.0614231905898 -237.11939769024008 -237.11939769024008 59315.33864580002 59294.26877309987 17.168476359001104 17.215566821520415 17.168476359001104 9.643730722243777 5.185463235118704 22.99309179993642 202.5093647524855 13.416045230299101 0.002069310223588028 12.89768249768436 14.40296308704853 13.226062091226577 0.985 """""" """""" """""" """""" 21 False True all False False 0 0.7 0.6927814128918622 202.50510288 13.41099647 0.014719208637273717 22.81 23.64 23.27 1.0 False False 0.3 0.7 1.5 0.02 8 3 21.069872700143605 22.99309179993642 5.185463235118704 1.1769009958219527 4.434144213811993 -2.8126037344718853 -3.9424142677745273 False 0.0246 Inputed -18.03246594566018 -17.98537548314087 """""" """""" """"""
-0.0337203991600012 0.3115714298107872 -26.56293754851179 19.564745838348674 5149.444090673077 165.0749940468549 20 20 20 40.04281249968335 67 True False 2019kww 344.45275 42.94972222222 SLSN-II 0.2723 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 344.45275 42.94972222222 TNS 2019kww ZTF19aaynqaj 2019kww SLSN-II 0.2723 0.2766568624418966 0.7273588813998515 0.3793727326895713 0.48852003846441505 0.7273588813998515 0.9958651662062223 41.95089148369876 41.95089148369876 -1.908078984015411 -1.908078984015411 58668.36224539997 58634.4306481001 19.364363858504674 19.392139365716766 19.364363858504674 0.2978530647536889 0.7 1.1898416140208112 344.45314122 42.94955718 0.01898651730526546 22.720648838424683 23.311518348789214 22.21406725025177 0.3 """""" """""" """""" """""" 0 False True all False False 0 0.7 1.1898416140208112 344.45314122 42.94955718 0.01898651730526546 22.720648838424683 23.311518348789214 22.21406725025177 0.3 False False 0.3 0.7 1.5 0.02 8 3 33.93159729987383 1.1898416140208112 0.7 1.0974510985374444 1.6997737343154447 3.9193789830724484 2.849703391747095 False 0.2723 Inputed -21.15693640983749 -21.129160902625397 """""" """""" """"""
-0.1370723809510987 0.2852236162703431 -2.0603428165739963 20.020047076404424 5473.767006036414 198.08119516582417 24 12 12 22.93833339959383 35 True True 2020xgh 352.13235833333323 -5.471269444444444 SNIa 0.14 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 352.13235833333323 -5.471269444444444 TNS 2020xgh ZTF20acihzqp 2020xgh SNIa 0.14 -0.03572501636314129 0.26086265016276045 0.03261974813496238 0.10473183043945156 0.26086265016276045 0.43392936674801064 13.09168121365188 13.09168121365188 9.84665218594195 9.84665218594195 59137.23178240005 59131.23172450019 19.69400849042116 19.69400849042116 19.714355879905575 0.8685515497940519 0.8679876641798594 2.191146961484588 352.13261446895 -5.47182211812746 0.006880016664651212 20.271979540435076 20.807111819450856 20.42071837956309 0.9375 """""" """""" """""" """""" 0 False True all False False 0 0.8679876641798594 2.191146961484588 352.13261446895 -5.47182211812746 0.006880016664651212 20.271979540435076 20.807111819450856 20.42071837956309 0.9375 False False 0.3 0.7 1.5 0.02 8 3 6.000057899858803 2.191146961484588 0.8679876641798594 0.3863934398877653 2.524398735038418 1.1131033290296948 0.7063624996575157 False 0.14 Inputed -19.317170987903182 -19.337518377387596 """""" """""" """"""
-0.0549762630488886 0.28393204707640723 -2.6713334843618277 17.831358687000204 5744.892853016737 230.99600971306285 67 15 15 23.030162000097334 191 True True 2020abfe 300.01379166666663 10.151161111111112 SNIa 0.093 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 300.01379166666663 10.151161111111112 TNS 2020abfe ZTF20acqikeh 2020abfe SNIa 0.093 -0.0963217372636187 0.1419024910376443 -0.04083979528399695 0.017296715021956288 0.1419024910376443 0.2782562393256214 41.2857550355 41.2857550355 -18.255593035402672 -18.255593035402672 59188.14473380009 59167.08880789997 17.54825381517869 17.54825381517869 17.74351379310663 0.6078232643016452 0.7211492270208083 0.08954920334060125 300.013767784429 10.1511529802926 0.002314512112126521 20.572003241081237 21.139167844486238 20.987602531986237 0.8285714285714285 """""" """""" """""" """""" 0 False True all False False 0 0.7211492270208083 0.08954920334060125 300.013767784429 10.1511529802926 0.002314512112126521 20.572003241081237 21.139167844486238 20.987602531986237 0.8285714285714285 False False 0.3 0.7 1.5 0.02 8 3 21.055925900116563 0.08954920334060125 0.7211492270208083 0.15156531250000072 0.1241756906688293 3.590914029307548 3.244088738879608 False 0.093 Inputed -20.379456334801972 -20.57471631272991 """""" """""" """"""
-0.08677041037443663 0.3052290130576193 -10.380046299440655 19.313722731549433 5702.739530175234 213.35592642208144 75 11 11 27.974675899837166 44 True True 2021uiq 228.53372083333332 1.1267444444444445 SNIa 0.126 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 228.53372083333332 1.1267444444444445 TNS 2021uiq ZTF21abqedrq 2021uiq SNIa 0.126 -0.03931610568057309 0.2331256334544456 0.02382725651316875 0.0902017893061533 0.2331256334544456 0.39045542309907333 21.270221090968903 21.270221090968903 6.704454808868261 6.704454808868261 59443.1708217999 59425.19679399999 18.829742043701465 18.829742043701465 18.976182164830316 0.4103310474417605 0.6930461933961468 0.10089154575834185 228.533704067835 1.12676690444107 0.0014100399484441306 20.021934226109984 20.786177719607352 20.312971202397346 0.64 """""" """""" """""" """""" 0 False True all False False 0 0.6930461933961468 0.10089154575834185 228.533704067835 1.12676690444107 0.0014100399484441306 20.021934226109984 20.786177719607352 20.312971202397346 0.64 False False 0.3 0.7 1.5 0.02 8 3 17.97402779990807 0.10089154575834185 0.6930461933961468 0.47320651721000573 0.1455769423736983 1.9564356759058867 1.33678903756703 False 0.126 Inputed -19.82075851867184 -19.967198639800692 """""" """""" """"""
-0.120173705218546 0.197944698879013 -35.331480230612534 18.15585744700158 6268.042572414032 249.6938403407752 82 26 26 72.95589119987562 54 True True 2020cpa 261.65717666666 38.208190388888 SNII 0.0449 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 261.65717666666 38.208190388888 TNS 2020cpa ZTF20aamttiw 2020cpa SNII 0.0449 -0.041507188850154364 0.18749094952371337 0.012152588841139789 0.06815589331883132 0.18749094952371337 0.3171123773929807 -21.85292780565504 -21.85292780565504 94.80881900553067 94.80881900553067 58891.472870400175 58891.472870400175 17.5808298417363 17.5808298417363 17.891624540473753 12.905603986610222 1.5799909270229882 3.391107167585125 261.656903388094 38.209107561414896 0.011039142216373143 19.56601837052703 19.907394308342937 19.72951099212408 0.985 """""" """""" """""" """""" 0 False True all False False 0 1.5799909270229882 3.391107167585125 261.656903388094 38.209107561414896 0.011039142216373143 19.56601837052703 19.907394308342937 19.72951099212408 0.985 False False 0.3 0.7 1.5 0.02 8 3 0.0 3.391107167585125 1.5799909270229882 0.1778833162188569 2.1462826840244165 2.326564466606637 1.837886451650327 False 0.0449 Inputed -18.626668193233993 -18.937462891971446 """""" """""" """"""
-0.20384080949546884 0.22349707730333873 -7.548676804929449 18.177856841503576 5982.094805199827 65.4442068271325 71 39 39 44.83785880031064 116 True True 2019iml 262.82233291666 36.45065 SNIa 0.0498 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 262.82233291666 36.45065 TNS 2019iml ZTF19abbvzgr 2019iml SNIa 0.0498 -0.014275759984279546 1.1216490255729674 0.20804101959371124 0.4682011737142986 1.1216490255729674 1.9932254255943889 14.802929992108876 14.802929992108876 30.034928808201766 30.034928808201766 58675.34320600005 58660.342222199775 17.637762973509567 17.637762973509567 17.75289274950823 1.7618213595684105 4.139499334835681 28.808070879671128 262.82417500900453 36.44278614893335 0.0048971557946335675 13.579081534669399 14.804409008834362 14.005956683062315 0.9550000000000001 """""" """""" """""" """""" 28 False True all False False 0 3.5702530396577363 2.6878127742556663 262.822005 36.44995153 0.008661739537096702 17.93353419582844 19.56533692135811 17.63184131566286 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 15.000983800273389 28.808070879671128 4.139499334835681 0.7984523257720468 6.959312841830587 -2.8333539646752044 -3.7469360664459153 False 0.0498 Inputed -18.99284015857691 -19.107969934575575 """""" """""" """"""
-0.3777888517085374 0.4492834691349919 -0.03500243587166818 17.777024467900247 6385.934636585427 181.34111272952146 29 10 10 12.037916699890047 88 True False 2021iyz 112.27349999999998 0.60625 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 112.27349999999998 0.60625 TNS 2021iyz ZTF21aatnpnl 2021iyz CV 0.0 -0.2338629922622104 0.04064736602069274 -0.17135287838095437 -0.10488659027503644 0.04064736602069274 0.2042478053172445 2.0828505723703303 2.0828505723703303 9.955066127519718 9.955066127519718 59313.15802079998 59313.15802079998 17.536212496326893 17.536212496326893 17.691000488386727 3.7539418308418635 1.0376981679948292 0.08089620873171666 112.27351721 0.60626445 0.0032526112698114673 20.065629522705077 22.869783847808836 22.480782771492006 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.0376981679948292 0.08089620873171666 112.27351721 0.60626445 0.0032526112698114673 20.065629522705077 22.869783847808836 22.480782771492006 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.08089620873171666 1.0376981679948292 0.38900107631683056 0.07795735911149818 5.333571351481943 4.7897822831052785 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.013375923071051322 0.2851167687407167 -7.681120359332057 19.89273520738162 3922.292315100034 318.98698806433407 24 20 20 70.91800920013338 58 True True 2021gtr 264.61677333 48.49655333 SLSN-I 0.303 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 264.61677333 48.49655333 TNS 2021gtr ZTF21aagdezv 2021gtr SLSN-I 0.303 0.5151073743261776 0.7662843175574174 0.5750501034103053 0.636862555704738 0.7662843175574174 0.9037629981102171 132.11787067776277 132.11787067776277 -61.1998614776294 -61.1998614776294 59272.49479170004 59226.5103703998 19.586967099893986 20.109060695958892 19.586967099893986 0.5282344275267638 0.7473790213533815 32.9497782344767 264.61283732094853 48.487780187023 0.5207732104725434 19.92003823982358 22.42085163903594 20.763296444163323 0.4444444444444444 """""" """""" """""" """""" 21 False True all False False 0 0.7758048196283162 10.533342292281024 264.621174866148 48.496785058511705 0.1295585886006051 20.70112922541618 23.64744905179262 21.890939890614746 0.0 False False 0.3 0.7 1.5 0.02 8 3 45.984421300236136 0.0 0.0 0.0 0.0 3.530939304041109 3.6830329001060136 True 0.303 Inputed -21.17457117933003 -20.652477583265124 """""" """""" """"""
-0.22257710447244122 0.1757482317025288 -6.9433255858439145 19.07621915262117 5754.97471496711 76.01083219306531 75 56 56 35.91361110005528 45 True True 2020qci 331.74485 13.033330555555557 SNIa 0.0795 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 331.74485 13.033330555555557 TNS 2020qci ZTF20abnmahn 2020qci SNIa 0.0795 0.005596062658817402 0.9540429489404332 0.19779102594423748 0.41789106153063216 0.9540429489404332 1.642716965051111 9.854936126739577 9.854936126739577 26.0586749733157 26.0586749733157 59060.37978010019 59051.39320599986 18.464525130581944 18.464525130581944 18.567978195787937 1.1637176853648368 1.8631882438309413 0.7732085941013389 331.744776876201 13.0331279343103 0.0005913990438312089 16.22638881296635 17.468604509816167 16.650026357967853 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.8631882438309413 0.7732085941013389 331.744776876201 13.0331279343103 0.0005913990438312089 16.22638881296635 17.468604509816167 16.650026357967853 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 8.986574100330472 0.7732085941013389 1.8631882438309413 0.818578151848314 0.4149922031021021 -0.9959206207657765 -1.917951837820084 False 0.0795 Inputed -19.208103994977026 -19.31155706018302 """""" """""" """"""
-0.15263151740478142 0.3976327603525145 -2.427782179338034 18.745056270490217 5827.379945792236 231.72223525295095 59 19 19 34.96980330022052 61 True True 2020dxl 110.23637499999998 39.86624166666667 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 110.23637499999998 39.86624166666667 TNS 2020dxl ZTF20aasapko 2020dxl SNIa 0.07 -0.11536600259892893 0.11818247066142717 -0.060978278984762824 -0.003984772037782136 0.11818247066142717 0.2518824938121078 11.635018303189597 11.635018303189597 23.334784997030923 23.334784997030923 58917.20552079985 58909.18489579996 18.301005638720607 18.301005638720607 18.68547511084337 0.5998137310141416 1.3416149554960013 0.31887107529231123 110.2362635811145 39.8662185989575 0.0005646434506100251 17.06688017814398 18.165006043152808 17.465560598130224 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.3416149554960013 0.31887107529231123 110.2362635811145 39.8662185989575 0.0005646434506100251 17.06688017814398 18.165006043152808 17.465560598130224 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 8.020624999888241 0.31887107529231123 1.3416149554960013 0.6994454450225831 0.2376770428698919 -0.1359995955677995 -1.2199145127131459 False 0.07 Inputed -18.809690840747425 -19.19416031287019 """""" """""" """"""
-0.038511871636023175 0.34321903373602264 -19.77038183306433 17.7239879564532 5216.79855535873 358.6901933507061 182 61 61 74.85648150043562 37 True True 2020abku 210.21341666666666 -0.1855888888888889 SNIIn 0.081828 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 210.21341666666666 -0.1855888888888889 TNS 2020abku ZTF20acusylb 2020abku SNIIn 0.081828 0.09280182423982097 0.26474102661132903 0.1339411312030343 0.1762932210922017 0.26474102661132903 0.3583612255588129 26.968797292112082 26.968797292112082 47.887684208323535 47.887684208323535 59204.518391199876 59185.54692129977 17.425772661424162 17.44449751318743 17.425772661424162 0.7288219782452039 2.9742106148203247 6.449718555421062 210.21435435818051 -0.1871154972981175 0.002975372827507594 16.15568350623846 17.0357820376873 16.45520473062873 0.99 """""" """""" """""" """""" 0 False True all False False 0 2.9742106148203247 6.449718555421062 210.21435435818051 -0.1871154972981175 0.002975372827507594 16.15568350623846 17.0357820376873 16.45520473062873 0.99 False False 0.3 0.7 1.5 0.02 8 3 18.97146990010515 6.449718555421062 2.9742106148203247 0.5805773070585722 2.168548025241547 -0.4087154755001272 -0.9705679307954327 False 0.081828 Inputed -20.414086995056863 -20.395362143293596 """""" """""" """"""
-0.10863570684947237 0.3197042792787375 -28.576349364782324 17.331899901168747 5933.406342855897 232.2678511361066 18 18 18 54.978634199593216 39 True True 2021uda 60.62206249999999 12.59543888888889 SNIa 0.0488526 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 60.62206249999999 12.59543888888889 TNS 2021uda ZTF21abrpeix 2021uda SNIa 0.0488526 0.007165174033289645 0.26457320515820015 0.0672335116586602 0.13009441181329606 0.26457320515820015 0.41138908257583395 -18.079258944122962 -18.079258944122962 73.05789314371617 73.05789314371617 59434.44460650021 59434.44460650021 17.24707655129608 17.24707655129608 17.311844028608192 2.511911289519004 2.8636856235590162 18.727850747588942 60.6269064099287 12.593267534380551 0.003892079401221382 14.396372046003343 15.278554065914154 14.707526881866455 0.985 """""" """""" """""" """""" 6 False True all False False 0 0.7 7.841636450059402 60.6233137838807 12.5972426208314 0.6663042830646488 24.18652787857056 23.17762374507904 22.2795054315567 0.18333333333333335 False False 0.3 0.7 1.5 0.02 8 3 0.0 18.727850747588942 2.8636856235590162 0.5710271840476988 6.539771891690327 -1.968522485381925 -2.604317146741737 False 0.0488526 Inputed -19.391694742922603 -19.456462220234716 """""" """""" """"""
-0.07919826337003072 0.3263378739370984 -10.236237972637676 19.029759227778136 5956.846820839234 124.31900065917799 40 31 31 53.8200231003575 38 True False 2020vdk 13.577791666666666 -14.689855555555555 SNII 0.074 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 13.577791666666666 -14.689855555555555 TNS 2020vdk ZTF20achaxsk 2020vdk SNII 0.074 -0.0522607761606011 0.4451557453480106 0.056922920642605845 0.17580146560323584 0.4451557453480106 0.7612399664757667 9.875055974378474 9.875055974378474 43.944967125979026 43.944967125979026 59134.272638900205 59128.300821799785 18.57264660470213 18.57264660470213 18.72418174827343 1.8390702440166187 1.6027810088887016 1.3678693938228434 13.57788871 -14.68948737 0.00395584761383494 18.961277637046575 23.64 19.248772541630267 0.9833333333333334 """""" """""" """""" """""" 1 False True all False False 0 0.7 1.3143215246935935 13.57777015 -14.68949106 0.02216093662986174 22.81 19.78708787134886 23.27 0.975 False False 0.3 0.7 1.5 0.02 8 3 5.971817100420594 1.3678693938228434 1.6027810088887016 4.391227458369734 0.8534349897065878 5.0673533952978715 0.5245907933568361 False 0.074 Inputed -18.893590525185935 -19.045125668757237 """""" """""" """"""
-0.15138222349769354 0.2937347043929438 -9.886604593428356 18.619436338579092 5709.792506168799 184.82682276235715 39 18 18 39.98190970020369 32 True True 2020abij 358.5599666666666 -4.805555555555555 SNIa 0.077 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 358.5599666666666 -4.805555555555555 TNS 2020abij ZTF20aculruc 2020abij SNIa 0.077 -0.03457298664768871 0.2860584002538218 0.0388846092755486 0.11668442167634652 0.2860584002538218 0.47511601704439954 13.189935541948268 13.189935541948268 26.79197415825542 26.79197415825542 59199.10646989988 59184.122546299826 18.274158859566597 18.27581432992985 18.274158859566597 0.8159522439436941 1.93180457910033 0.9569123414827708 358.560157745073 -4.8053700840258 0.0006340218475276993 16.19993929380238 17.368948802014586 16.674545780284404 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.93180457910033 0.9569123414827708 358.560157745073 -4.8053700840258 0.0006340218475276993 16.19993929380238 17.368948802014586 16.674545780284404 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 14.983923600055277 0.9569123414827708 1.93180457910033 0.6944030217301815 0.49534634705567326 -0.9068655279152651 -1.599613079282193 False 0.077 Inputed -19.43134909336098 -19.429693622997725 """""" """""" """"""
-0.4797448080046235 0.39888335785533413 -1.8839185904946059 19.29754360942215 6220.815062325828 221.74689203776765 18 7 7 12.940578700043261 60 True True 2020mrf 236.97567916666665 44.65205833333333 SNII 0.058809 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 236.97567916666665 44.65205833333333 TNS 2020mrf ZTF20abfhyil 2020mrf SNII 0.058809 -0.19520895088967194 0.03270583388738402 -0.14238027125088593 -0.08685211043156826 0.03270583388738402 0.1642910568611029 3.936457836974581 3.936457836974581 9.00412086306868 9.00412086306868 59016.20543979993 59012.300844899844 18.83809821772231 18.83809821772231 19.315127431578972 2.5675833813566937 6.970739998054684 55.937714673497325 236.984774705278 44.666185638470296 0.010257777230574194 12.834207192139626 13.557406750552655 16.32618375715971 0.15 """""" """""" """""" """""" 50 False True all False False 0 0.7 0.6480653163331818 236.975882618936 44.651951287926295 0.8807805339144523 29.37796764208555 21.16369256811023 22.344926976214648 0.5 False False 0.3 0.7 1.5 0.02 8 3 3.904594900086522 55.937714673497325 6.970739998054684 -2.7687770066070563 8.024645115024773 -5.280691467169657 -2.988943674419261 False 0.058809 Inputed -17.796240697017907 -18.273269910874568 """""" """""" """"""
-0.21502246671566158 0.5819170553623533 -20.065295527986976 14.096006144403631 7608.869358602383 128.95771174165074 23 11 11 18.895856500137597 88 True True 2019ibc 326.59701624999 29.882686194444 Varstar 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 326.59701624999 29.882686194444 TNS 2019ibc ZTF19abasxmh 2019ibc Varstar 0.0 -0.2553916238606906 0.14196907997041208 -0.16832543281877932 -0.07341897681024179 0.14196907997041208 0.3950792392887834 -17.48356506891485 -17.48356506891485 36.37942156905245 36.37942156905245 58658.46753469994 58658.403807899915 15.11548788159411 15.11548788159411 15.514905571226306 23.700346548015375 0.658623499091041 0.277111059522357 326.596986689763 29.88275877745545 0.012944782554946466 23.031391688702108 22.163433677191733 21.786437088360785 0.3 """""" """""" """""" """""" 0 False True all False False 0 0.658623499091041 0.277111059522357 326.596986689763 29.88275877745545 0.012944782554946466 23.031391688702108 22.163433677191733 21.786437088360785 0.3 False False 0.3 0.7 1.5 0.02 8 3 0.06372680002823472 0.277111059522357 0.658623499091041 0.37699658883094855 0.420742745900799 7.047945795597624 6.271531517134479 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.052787363516103455 0.32777532911807733 -12.79807422620016 19.313746102970683 4981.1600193822305 175.6650346170942 26 9 9 12.028078699950129 55 True True 2021nsh 333.8641666666666 5.544711111111111 SNIa 0.083 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 333.8641666666666 5.544711111111111 TNS 2021nsh ZTF21abdvaxe 2021nsh SNIa 0.083 0.18898376441339337 0.5870187813265559 0.2801018746193016 0.37665017661044686 0.5870187813265559 0.8221863354630372 18.31883443964819 18.31883443964819 -6.29075573969806 -6.29075573969806 59375.41471059993 59365.428368099965 19.132648523578528 19.22927603671576 19.132648523578528 3.46113293297591 1.6069636812201382 3.7311413425421396 333.865135541296 5.54509088689359 0.0007082824838059443 15.785500069470405 17.06959433736324 16.252870182704925 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.6069636812201382 3.7311413425421396 333.865135541296 5.54509088689359 0.0007082824838059443 15.785500069470405 17.06959433736324 16.252870182704925 0.975 False False 0.3 0.7 1.5 0.02 8 3 9.98634249996394 3.7311413425421396 1.6069636812201382 0.816724154658317 2.321857915114268 -2.159681699352518 -2.879778340873603 False 0.083 Inputed -18.73864495655981 -18.642017443422578 """""" """""" """"""
-0.1322992466523537 0.3068465460792376 -13.627044272162752 18.77727292427594 5173.120904948384 190.40287973723287 23 17 17 46.93371530016884 67 True False 2019iax 329.54792374999 -11.44975119444 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 329.54792374999 -11.44975119444 TNS 2019iax ZTF19abattvp 2019iax SNIa 0.07 0.12942632593043868 0.47924486942697087 0.2099896100891172 0.29502361638260055 0.47924486942697087 0.683659248502444 8.301865728550727 8.301865728550727 38.63184957161812 38.63184957161812 58665.438194400165 58652.439097200055 18.470919276046192 18.521451905136058 18.470919276046192 0.7067000976763705 1.5901802861736296 0.6172892397612015 329.54776063 -11.44968921 0.0007997858457431395 17.047618669641018 18.09297806508541 17.469964600276946 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.5901802861736296 0.6172892397612015 329.54776063 -11.44968921 0.0007997858457431395 17.047618669641018 18.09297806508541 17.469964600276946 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 12.999097200110555 0.6172892397612015 1.5901802861736296 0.6230134648084658 0.3881882105623089 -0.42847384005064626 -1.000954675769247 False 0.07 Inputed -19.024246675544603 -18.973714046454738 """""" """""" """"""
-0.13288555848478667 0.47478787992494237 -4.094826339654411 17.347582172751526 5945.598457598615 222.1062806318517 39 19 19 20.0430092997849 60 True True 2021kly 126.2580833333333 13.534811111111111 SNIa 0.04423 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 126.2580833333333 13.534811111111111 TNS 2021kly ZTF21aaxgwtb 2021kly SNIa 0.04423 -0.13018957453657265 0.1113121196187663 -0.07413661222289747 -0.015270415328636489 0.1113121196187663 0.25040314738904 13.509240177018093 13.509240177018093 6.533769122766807 6.533769122766807 59340.17335649999 59328.17476850003 17.037970593877304 17.037970593877304 17.222772763002762 0.1483411977035317 4.200383579718673 12.075406909272612 126.2555461424655 13.53708410572645 0.0018503969014666 14.169736091096402 15.08601817032337 14.495256635637283 0.9949999999999999 """""" """""" """""" """""" 7 False True all False False 0 0.9191749796480437 2.9973863273803243 126.25723198 13.53490129 0.00797459710465187 19.86324858739376 20.236181904745102 15.428786968541145 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.998587999958545 12.075406909272612 4.200383579718673 0.5907615346860879 2.8748343288403633 -1.9519524235539336 -2.7275161273654795 False 0.04423 Inputed -19.2625252874907 -19.447327456616158 """""" """""" """"""
-0.14624250750126447 0.2880929838219959 -21.017168106510496 16.98318173083095 6704.452922031601 84.1663434985969 36 30 30 44.01233789976686 51 True True 2019bsa 167.71563249999 28.703026305555 SNIa 0.0339 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 167.71563249999 28.703026305555 TNS 2019bsa ZTF19aamkdtq 2019bsa SNIa 0.0339 0.013321848919467527 0.8516810731438973 0.1867443053720308 0.38279927023678084 0.8516810731438973 1.4404037280745143 -12.4790844597889 -12.4790844597889 56.49142235955576 56.49142235955576 58557.27685189992 58557.248414400034 16.891499342178566 16.891499342178566 16.91959671730041 9.038927754580065 2.5549201074457213 3.3259661888291294 167.71652676244702 28.70253814120545 0.00034618458976320987 14.281032392728328 15.496803287893535 14.707542019017936 0.905 """""" """""" """""" """""" 0 False True all False False 0 2.5549201074457213 3.3259661888291294 167.71652676244702 28.70253814120545 0.00034618458976320987 14.281032392728328 15.496803287893535 14.707542019017936 0.905 False False 0.3 0.7 1.5 0.02 8 3 0.02843749988824129 3.3259661888291294 2.5549201074457213 0.7892612688755989 1.3017887248749476 -1.3946960542850313 -2.2120546982824756 False 0.0339 Inputed -18.98268095129589 -19.010778326417736 """""" """""" """"""
-0.18583660412955083 0.16932391454780044 -12.435461104217024 18.296522156787844 4794.008250390563 160.0271413445307 133 40 40 72.92591439979151 88 True True 2021pzt 12.665504166666667 38.321555555555555 SNIa 0.076 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 12.665504166666667 38.321555555555555 TNS 2021pzt ZTF21abdosld 2021pzt SNIa 0.076 0.25756073321728223 0.7189313790498275 0.3623743146072371 0.4739803614287261 0.7189313790498275 0.9953518317180112 16.048866684386688 16.048866684386688 56.87704771540482 56.87704771540482 59385.39123839978 59366.463379600085 17.862597861613576 17.86342967430486 17.862597861613576 1.957434789196998 2.198844884773103 1.143015708809437 12.665906956750451 38.32152474872715 0.0017913034445486975 17.21908754811883 17.900902138164042 17.519430494753124 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.198844884773103 1.143015708809437 12.665906956750451 38.32152474872715 0.0017913034445486975 17.21908754811883 17.900902138164042 17.519430494753124 1.0 False False 0.3 0.7 1.5 0.02 8 3 18.92785879969597 1.143015708809437 2.198844884773103 0.38147164341091866 0.519825530543226 0.03747246385918146 -0.34316736686045246 False 0.076 Inputed -19.81404542281912 -19.813213610127836 """""" """""" """"""
-0.15425197621039688 0.26123836332340244 -8.300126629819736 18.68837615871766 5404.570110409165 149.33067740038862 25 14 14 52.86690969998017 61 True True 2019pmy 345.35441416666 -2.801637583333 SNIa 0.086 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 345.35441416666 -2.801637583333 TNS 2019pmy ZTF19abxihut 2019pmy SNIa 0.086 0.04297666089868102 0.4755999060030973 0.14022698358903796 0.24449812115681624 0.4755999060030973 0.7394937772968717 11.401340298546979 11.401340298546979 41.46556940143319 41.46556940143319 58743.38049770007 58732.381169000175 18.211513082648274 18.211513082648274 18.40028980487908 4.383412834801695 2.799698723365047 2.2751059967463454 345.353858546316 -2.80193993189578 0.0023288231234416257 16.813879991577863 17.627429749162197 17.10699642518282 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.799698723365047 2.2751059967463454 345.353858546316 -2.80193993189578 0.0023288231234416257 16.813879991577863 17.627429749162197 17.10699642518282 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.99932869989425 2.2751059967463454 2.799698723365047 0.5204333239793755 0.8126252934858016 -0.5840833334860775 -1.2932933796962587 False 0.086 Inputed -19.549513634771483 -19.73829035700229 """""" """""" """"""
-0.07856532062309746 0.7594797114373044 -7.015999777569382 17.75665758609913 6253.25665258835 143.5961619078501 44 24 24 45.9913193997927 50 True True 2020zso 335.571375 -7.266411111111111 TDE 0.061 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 335.571375 -7.266411111111111 TNS 2020zso ZTF20acqoiyt 2020zso TDE 0.061 -0.15424647442618067 0.23173620023010955 -0.06826849279549663 0.024465091495731173 0.23173620023010955 0.47080529343178057 23.522568676697066 23.522568676697066 22.468750723095635 22.468750723095635 59192.186805599835 59165.15005790023 17.324961372555567 17.324961372555567 17.655011920453067 3.731152555034514 1.4230600188345779 0.1495197352270042 335.57136997246903 -7.266369878357575 0.0004113766294775445 16.50971314981461 17.350942289276123 16.80887868386507 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.4230600188345779 0.1495197352270042 335.57136997246903 -7.266369878357575 0.0004113766294775445 16.50971314981461 17.350942289276123 16.80887868386507 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 27.03674769960344 0.1495197352270042 1.4230600188345779 0.5420636054110517 0.10506917013201884 0.025980916720556024 -0.8461332365879954 False 0.061 Inputed -19.536880675323744 -19.866931223221243 """""" """""" """"""
-0.010833985934500578 0.1986251473324572 -6.489504955351526 16.695842897690873 4289.967506510719 193.35548879865797 81 48 48 65.80989579996094 63 True False 2020zpt 57.90341666666666 43.69801944444444 SNII 0.015 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 57.90341666666666 43.69801944444444 TNS 2020zpt ZTF20acqexmr 2020zpt SNII 0.015 0.37009771632260424 0.7691705124639334 0.46237683400848795 0.5595141115268412 0.7691705124639334 1.0007885389387212 163.53132911177482 163.53132911177482 -97.72143331181388 -97.72143331181388 59187.243553199805 59166.41396989999 16.58745683292697 16.69931520348413 16.58745683292697 0.7466564411497696 3.8656621926126764 0.4965314666109937 57.90324205 43.69807499 0.0008427155015212628 14.821661764335632 15.647897103881835 14.86436848335266 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.8656621926126764 0.4965314666109937 57.90324205 43.69807499 0.0008427155015212628 14.821661764335632 15.647897103881835 14.86436848335266 1.0 False False 0.3 0.7 1.5 0.02 8 3 20.82958329981193 0.4965314666109937 3.8656621926126764 0.7835286205291752 0.12844667792231584 -1.0514180996022944 -1.7230883495743115 False 0.015 Inputed -17.533970500717604 -17.422112130160446 """""" """""" """"""
-0.16208334695261264 0.2014735489593687 -6.428668088312954 18.473824887956205 5742.7012814381005 106.41511782498411 70 36 36 68.84812500001863 23 True True 2020vex 39.19074166666666 20.55403888888889 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 39.19074166666666 20.55403888888889 TNS 2020vex ZTF20achtxbi 2020vex SNIa 0.07 -0.033025156274298695 0.5743031890732055 0.09749043847751437 0.24153045660484196 0.5743031890732055 0.9744029537840468 13.486881057662746 13.486881057662746 55.361243942355884 55.361243942355884 59140.400254600216 59130.369108799845 17.916762156258326 17.916762156258326 18.0300023660689 2.5895224865526987 1.3548729512301008 6.5470621549619334 39.188895321627 20.55460336932025 0.01895387963213091 19.165649888739587 19.682621979866028 19.338766075167655 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.3548729512301008 6.5470621549619334 39.188895321627 20.55460336932025 0.01895387963213091 19.165649888739587 19.682621979866028 19.338766075167655 0.975 False False 0.3 0.7 1.5 0.02 8 3 10.031145800370723 6.5470621549619334 1.3548729512301008 0.3438559046983727 4.832233272512968 1.7658598236077019 1.3087637090987556 False 0.07 Inputed -19.465163585521896 -19.57840379533247 """""" """""" """"""
-0.12030397747859797 0.2780716744848879 -23.741131641300914 18.550162567231638 5405.281830014861 160.9419755109137 16 13 13 32.05938659980893 47 True True 2020afy 205.68226666666664 0.7665083333333333 SNIa 0.0733 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 205.68226666666664 0.7665083333333333 TNS 2020afy ZTF20aahqabk 2020afy SNIa 0.0733 0.17805774973972888 0.6141097613826894 0.27706073186163493 0.38252392998376195 0.6141097613826894 0.8755651086349658 -12.978995413709772 -12.978995413709772 45.0383820135187 45.0383820135187 58872.563298599795 58872.43984950008 18.467846439924127 18.56438086076157 18.467846439924127 1.8721072704124746 2.9284683066819714 6.472615127092492 205.6806806545 0.7656612002775605 0.005154582755075743 16.893784340913296 17.446630334807633 16.86784377804637 0.9550000000000001 """""" """""" """""" """""" 1 False True all False False 0 0.7 1.7937009108781459 205.682152455483 0.766993319370317 0.04482754951470325 23.30587026126504 23.735970039925576 23.86542316611767 0.1 False False 0.3 0.7 1.5 0.02 8 3 0.1234490997157991 6.472615127092492 2.9284683066819714 0.578786556761262 2.2102390906275944 -1.1177505259539373 -1.600002661877756 False 0.0733 Inputed -19.128949381807608 -19.032414960970165 """""" """""" """"""
-0.1318195589380768 0.39784812956707194 -5.429354601225264 19.058863148379928 5799.189531887268 73.05942437608259 49 36 36 38.958310100249946 63 True True 2020msu 219.86994166666665 38.44738888888889 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 219.86994166666665 38.44738888888889 TNS 2020msu ZTF20abfhzhm 2020msu SNIa 0.1 -0.027580474833392543 0.9461495359471428 0.16780727284414354 0.39295659482158385 0.9461495359471428 1.6640399412849334 14.560338528685058 14.560338528685058 24.397971571564888 24.397971571564888 59025.236574099865 59012.238900499884 18.71380875966713 18.71380875966713 18.87664681436025 0.741337751347417 0.5894555361686754 5.953241178730696 219.8708057879645 38.448897747397 0.017439296344593513 19.46276044238627 21.983374405897855 20.18455315306872 0.90625 """""" """""" """""" """""" 1 False True all False False 0 1.19236685119048 1.8649087511388407 219.87019045330248 38.44690889864455 0.02718473653298692 21.884094205200373 22.32313560159743 21.963569842098355 0.6166666666666666 False False 0.3 0.7 1.5 0.02 8 3 12.997673599980772 5.953241178730696 0.5894555361686754 1.7988212528291356 10.099559361890782 3.269565646230724 1.3079063387084702 False 0.1 Inputed -19.407095284110678 -19.569933338803796 """""" """""" """"""
-0.17773603936473348 0.32034819410833215 -7.716361031659726 17.201328046228344 4566.946960334313 98.63824488648291 34 29 29 56.90899300016463 83 True False 2019etc 316.53383291666 14.981619 SNIa 0.052 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 316.53383291666 14.981619 TNS 2019etc ZTF19aatvljp 2019etc SNIa 0.052 0.3392571596547356 1.1893862207636552 0.5214459287376698 0.7227773687121299 1.1893862207636552 1.7538503239325038 14.662278426463166 14.662278426463166 42.24671457370146 42.24671457370146 58617.46416669991 58601.49023150001 17.120190650338813 17.120190650338813 17.692830502646924 6.7895158630769545 6.374110113940473 19.444346852835622 316.53086594 14.98619705 0.004463137319416832 14.125197378301621 15.730580193614959 14.533874849748612 0.95 """""" """""" """""" """""" 6 False True all False False 0 1.4631064472617243 4.644091593412912 316.53492749 14.98087999 0.0003990398583958443 14.744482176065445 15.239135527038574 14.90489361064434 0.0 False False 0.3 0.7 1.5 0.02 8 3 15.973935199901462 19.444346852835622 6.374110113940473 1.1967053438663466 3.0505194458925238 -1.3896104567238545 -3.158955652898312 False 0.052 Inputed -19.147896174187952 -19.720536026496063 """""" """""" """"""
-0.12971535042939655 0.36570304374843066 -5.499407540262545 19.690724696491216 5267.372703784575 214.55831101566653 50 15 15 30.836955999955535 47 True True 2020xit 23.969575 -5.794441666666667 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 23.969575 -5.794441666666667 TNS 2020xit ZTF20ackobeu 2020xit SNIa 0.1 0.03705044927465906 0.3242046460823502 0.10371110972986486 0.1737086820504281 0.3242046460823502 0.48956220300732767 13.29589415711301 13.29589415711301 17.541061842842524 17.541061842842524 59149.41060189996 59138.370231499895 19.38089229744458 19.38089229744458 19.410996220045227 0.2788464232978292 0.9879051708977074 2.0190793115565575 23.96913446585835 -5.794791619040445 0.000882227041050343 17.53733709009647 18.61002662213564 17.881547707668545 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 0.9879051708977074 2.0190793115565575 23.96913446585835 -5.794791619040445 0.000882227041050343 17.53733709009647 18.61002662213564 17.881547707668545 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 11.040370400063694 2.0190793115565575 0.9879051708977074 0.7284789144670931 2.0437987076450104 -0.77086567530894 -1.529448512376682 False 0.1 Inputed -18.8727458784257 -18.90284980102635 """""" """""" """"""
-0.1148098434219968 0.4134395784815605 -9.385377501158205 18.315738345876827 4243.723328340113 121.27459373981894 51 34 34 48.723599599674344 56 True True 2019pof 18.157804166666 33.034935583333 SNIIb 0.0155 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 18.157804166666 33.034935583333 TNS 2019pof ZTF19abxtcio 2019pof SNIIb 0.0155 0.4677792341686775 1.1814869365514369 0.625490462653584 0.796404989596553 1.1814869365514369 1.6310837999527088 14.19743573260383 14.19743573260383 34.526163867070515 34.526163867070515 58749.29898149986 58733.409270800184 17.99578469294359 18.45008661583453 17.99578469294359 4.339245306369058 2.0778443694170177 8.628133123100728 18.1606580367061 33.03507735799995 0.009380078692406979 17.440586151866913 18.15032821975231 17.632851612362863 0.985 """""" """""" """""" """""" 1 False True all False False 0 0.7018886829490343 8.32372452153642 18.15545211 33.03614306 0.5669308163895203 23.677018756806852 23.98016413612366 22.35649958126545 0.375 False False 0.3 0.7 1.5 0.02 8 3 15.889710699673742 8.628133123100728 2.0778443694170177 0.5174766073894475 4.152444355359266 -0.2997583960822183 -0.3629330805807278 False 0.0155 Inputed -16.19712374256761 -15.742821819676669 """""" """""" """"""
-0.0396727988342218 0.19824612796032087 -7.595615119333923 19.337253651835084 5073.707436341331 189.0977850891962 296 158 158 66.95268510002643 82 True False 2019aafk 344.08720833333325 45.21255555555556 SNIIn 0.162 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 344.08720833333325 45.21255555555556 TNS 2019aafk ZTF19abzvbra 2019aafk SNIIn 0.162 0.11163155545447978 0.4598614924732338 0.19176286656110264 0.2763866640419117 0.4598614924732338 0.6636426894928533 59.11659126410869 59.11659126410869 7.836093835917737 7.836093835917737 58770.15076390002 58744.22836809978 18.889682590051617 19.054274751233304 18.889682590051617 0.3603967093470808 0.7342274554160791 4.160648953947973 344.08605156 45.21337509 0.07410295535856704 22.24460492081642 23.55508440093994 22.965154959964753 0.10000000000000002 """""" """""" """""" """""" 0 False True all False False 0 0.7342274554160791 4.160648953947973 344.08605156 45.21337509 0.07410295535856704 22.24460492081642 23.55508440093994 22.965154959964753 0.10000000000000002 False False 0.3 0.7 1.5 0.02 8 3 25.922395800240338 0.0 0.0 0.0 0.0 4.585725248766696 4.380317409948383 True 0.162 Inputed -20.467469467798686 -20.302877306617 """""" """""" """"""
-0.17094720298113023 0.1984077150046601 -7.712121532955814 18.08362489370123 5503.408537255511 103.93614013450458 59 47 47 73.97450240002945 128 True False 2020jwl 274.6636625 19.189908333333335 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 274.6636625 19.189908333333335 TNS 2020jwl ZTF20aazdsjr 2020jwl SNIa 0.06 0.04367156263396055 0.7052059559913033 0.1856514247066876 0.3424614639149617 0.7052059559913033 1.1422641005196894 13.814126154750717 13.814126154750717 60.160376245278734 60.160376245278734 58991.402013900224 58979.33734950004 17.540028976863827 17.540028976863827 17.718270413497546 3.539030901293418 2.558146066905799 10.281899333344848 274.66357245 19.19276315 0.006417379906233478 16.460939562559126 17.49137984342575 16.67464254550934 1.0 """""" """""" """""" """""" 2 False True all False False 0 0.6445657380941501 6.155328380854986 274.66302083 19.18830952 0.10927749394038544 21.848034168338774 23.801270008659362 23.43883533334732 0.38333333333333336 False False 0.3 0.7 1.5 0.02 8 3 12.064664400182664 10.281899333344848 2.558146066905799 0.8167372979164114 4.019277658285284 -0.048649133438075864 -1.0436278679882065 False 0.06 Inputed -19.437230567700254 -19.615472004333974 """""" """""" """"""
-0.03435287458436905 0.4168380832361114 -32.28794639931908 18.444107962628774 5236.995177229702 282.12350396582883 33 16 16 74.89733799966052 36 True False 2019ugi 161.24289708333 -12.61281255555 SLSN-II 0.119 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 161.24289708333 -12.61281255555 TNS 2019ugi ZTF19acmwszk 2019ugi SLSN-II 0.119 0.17583935699434505 0.4108983930269652 0.23146114488611147 0.2891402844130617 0.4108983930269652 0.5415867130093623 42.14443342553433 42.14443342553433 32.75290457412619 32.75290457412619 58838.480254599825 58789.52048610011 18.183541496470973 18.183541496470973 18.311663656334133 0.7756097287296932 1.4344605911799853 0.9014099883252402 161.24281577 -12.61257507 0.001199759879490614 17.777606879210474 19.07434210100174 18.169208634376528 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.4344605911799853 0.9014099883252402 161.24281577 -12.61257507 0.001199759879490614 17.777606879210474 19.07434210100174 18.169208634376528 1.0 False False 0.3 0.7 1.5 0.02 8 3 48.95976849971339 0.9014099883252402 1.4344605911799853 0.9051334666252124 0.6283964814841945 0.8908006045307673 -0.1424550219576055 False 0.119 Inputed -20.358179218179988 -20.486301378043148 """""" """""" """"""
-0.16634622918670788 0.412371386282725 -6.546919419904168 18.42986798123447 5509.483352678049 224.8051664519952 20 8 8 28.806238500401378 67 True False 2019bdh 95.310427083333 48.636774305555 SNIa 0.061 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 95.310427083333 48.636774305555 TNS 2019bdh ZTF19aakoese 2019bdh SNIa 0.061 -0.01952305602594606 0.24178602497175916 0.04129226311319201 0.10504655308720956 0.24178602497175916 0.3915545995146985 7.688235064268392 7.688235064268392 21.118003436132987 21.118003436132987 58547.24156250013 58538.33163189981 18.131175070932663 18.131175070932663 18.2770774989416 2.5771586845879924 3.105169894638952 1.6034958641297388 95.31040154 48.63632921 0.0010106090024818437 15.557949240159989 16.587750016784668 15.891799986171723 0.99 """""" """""" """""" """""" 0 False True all False False 0 3.105169894638952 1.6034958641297388 95.31040154 48.63632921 0.0010106090024818437 15.557949240159989 16.587750016784668 15.891799986171723 0.99 False False 0.3 0.7 1.5 0.02 8 3 8.909930600319058 1.6034958641297388 3.105169894638952 0.6959500306129449 0.5163955334289954 -1.5434250541479955 -2.3852775127698784 False 0.061 Inputed -18.91481509683521 -19.060717524844147 """""" """""" """"""
-0.1361742303503577 0.2665941121015145 -14.164652425799499 15.490175972393427 3964.637683558362 362.30653046368604 115 65 65 74.91199069982395 50 True False 2021gmg 334.8447916666666 32.957911111111116 SNIa 0.012128969 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 334.8447916666666 32.957911111111116 TNS 2021gmg ZTF21aaqftuq 2021gmg SNIa 0.012128969 0.5231784873186651 0.7436059753290003 0.5760785266846575 0.6304284882048474 0.7436059753290003 0.8629754827110112 19.511319643843393 19.511319643843393 55.40067105598055 55.40067105598055 59316.50355320005 59292.535937500186 15.098062195121114 17.47158216309807 15.098062195121114 1.9631573109117908 3.929806741869159 3.5210851087565618 334.84411342 32.95870658 0.0007580107655148494 14.403582854795456 14.92607116765976 14.552251485466957 0.97 """""" """""" """""" """""" 0 False True all False False 0 3.929806741869159 3.5210851087565618 334.84411342 32.95870658 0.0007580107655148494 14.403582854795456 14.92607116765976 14.552251485466957 0.97 False False 0.3 0.7 1.5 0.02 8 3 23.9676156998612 3.5210851087565618 3.929806741869159 0.3738196821928028 0.8959944699677027 -2.5455109954383097 -0.5458107096541571 False 0.012128969 Inputed -18.560420156275924 -16.18690018829897 """""" """""" """"""
-0.25480608232659707 0.16848468150764362 -9.482578072098992 15.636284042954077 4989.669666246085 250.33281682659862 104 58 58 73.92232639994472 80 True True 2019pxo 48.826499999999 42.69555 SNIa 0.017519 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 48.826499999999 42.69555 TNS 2019pxo ZTF19abxjimu 2019pxo SNIa 0.017519 0.1330380013400685 0.3928714133920046 0.19406681164434225 0.25766182793739567 0.3928714133920046 0.5393356645087763 9.571549130872317 9.571549130872317 64.35077726907241 64.35077726907241 58744.48755790014 58732.42270829994 15.008583478603756 15.008583478603756 15.162555392095102 13.689796980277416 6.104651188039035 5.576249497420393 48.824656139943 42.69630019301965 0.00047130541048623353 12.610067450199129 13.65124121468544 13.026851664528847 0.9 """""" """""" """""" """""" 0 False True all False False 0 6.104651188039035 5.576249497420393 48.824656139943 42.69630019301965 0.00047130541048623353 12.610067450199129 13.65124121468544 13.026851664528847 0.9 False False 0.3 0.7 1.5 0.02 8 3 12.064849600195885 5.576249497420393 6.104651188039035 0.624389550156593 0.9134427710376065 -1.3573422639183157 -2.1357037275662556 False 0.017519 Inputed -19.297363872799618 -19.451335786290965 """""" """""" """"""
-0.18818545832839167 0.2287655249015284 -10.661814425470382 18.490593651332247 5663.070980870942 168.7584065299243 29 17 17 60.70346060022712 41 True False 2018jts 108.56212333333 37.463899 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 108.56212333333 37.463899 TNS 2018jts ZTF18acusbdy 2018jts SNIa 0.07 -0.010735492636339217 0.3509990980642037 0.07149462835241138 0.15902721114436247 0.3509990980642037 0.5672923987783562 10.169826667827845 10.169826667827845 50.533633932399276 50.533633932399276 58474.506493099965 58461.513171299826 17.9085920153715 17.9085920153715 18.028773970270915 2.0257243968258005 2.7283733925796345 2.0194603099910275 108.56202622 37.46445464 0.0024699181631026024 16.99147060749531 17.69089381427765 17.26010124249458 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.7283733925796345 2.0194603099910275 108.56202622 37.46445464 0.0024699181631026024 16.99147060749531 17.69089381427765 17.26010124249458 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.993321800138801 2.0194603099910275 2.7283733925796345 0.4307925717830692 0.740170064509264 -0.21769820109384952 -0.7686727277763339 False 0.07 Inputed -19.46639198131988 -19.586573936219295 """""" """""" """"""
-0.19690335710096407 0.161950045340509 -9.416439636214301 18.663146858349357 5839.298534722348 124.63266477249158 59 55 55 67.95504630031064 47 True False 2019gxu 293.37422583333 67.506589305555 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 293.37422583333 67.506589305555 TNS 2019gxu ZTF19aawrumx 2019gxu SNIa 0.06 -0.0350550348144445 0.4676646154386326 0.07538124809933322 0.19556073224683246 0.4676646154386326 0.7867097818323465 15.874579383474597 15.874579383474597 52.080466916836045 52.080466916836045 58649.3874884001 58633.341955999844 17.95912564524745 17.95912564524745 18.124826762245668 1.872648646835634 2.421391960651947 2.612310120582139 293.37234017 67.50651108 0.003063429215901192 17.42225710067749 18.015210717344285 17.667892069005966 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.421391960651947 2.612310120582139 293.37234017 67.50651108 0.003063429215901192 17.42225710067749 18.015210717344285 17.667892069005966 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.04553240025416 2.612310120582139 2.421391960651947 0.3473186483383195 1.078846449906767 0.056085072096834665 -0.4569346932397025 False 0.06 Inputed -19.030674218952132 -19.19637533595035 """""" """""" """"""
-0.38563876047238166 0.45072462270984265 -8.074589184958676 17.12494148265826 7643.319149671571 225.87580683639916 24 5 5 6.030196699779481 127 True False 2020tjb 306.44252916666665 8.426977777777777 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 306.44252916666665 8.426977777777777 TNS 2020tjb ZTF20abzgddp 2020tjb CV 0.0 -0.37989952004822314 -0.19702403546534697 -0.3376155286566984 -0.29310182142734575 -0.19702403546534697 -0.0909326389728875 -6.00815084859428 -6.00815084859428 12.03834754837376 12.03834754837376 59107.16751160007 59107.16751160007 17.021477307758857 17.021477307758857 17.45160478804213 42.275296885226055 0.7671843548147934 3.172554889834929 306.44164224 8.42689481 0.016575702223314503 20.825987390613555 21.462921732521057 21.216406669807434 0.2 """""" """""" """""" """""" 1 False True all False False 0 0.7665292142944011 2.8956331975984604 306.44258789 8.42778002 0.005053173481195272 19.446797404193877 19.80454026956558 19.490020229864122 0.01 False False 0.3 0.7 1.5 0.02 8 3 0.0 3.172554889834929 0.7671843548147934 0.24651506271362322 4.1353227160123955 4.441444424762199 3.7648018817653046 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.12518626190530535 0.33614753824003 -5.656067735942362 19.15055030663202 5685.669042930611 84.82785068626805 43 32 32 44.05824070004746 59 True True 2021bpi 158.07122916666665 43.65917222222222 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 158.07122916666665 43.65917222222222 TNS 2021bpi ZTF21aagolqa 2021bpi SNIa 0.1 -0.011385228803014513 0.8037658777083294 0.15733693497970336 0.34801511749651937 0.8037658777083294 1.375436302632135 13.128927432784216 13.128927432784216 30.929313267263247 30.929313267263247 59258.359247699846 59248.2829167 18.862895795815845 18.862895795815845 18.899884827989034 0.6666910919963914 1.6394857072447027 8.286813687771444 158.070263764646 43.66136560423515 0.014584847244637933 18.21430965626091 18.8344556062603 18.47932978337407 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.8555061802249598 2.8011451938645564 158.07180775 43.65851631 0.05109777721626818 22.518015700882675 23.64 23.69637517518997 0.675 False False 0.3 0.7 1.5 0.02 8 3 10.076330999843776 8.286813687771444 1.6394857072447027 0.3551258228862295 5.054520238360693 -0.02844018955554617 -0.4205550446149644 False 0.1 Inputed -19.383857270481894 -19.420846302655082 """""" """""" """"""
-0.08475151746030188 0.435275414430071 -11.21236261433139 18.76392356080254 4938.873563388906 163.21502620798668 36 22 22 44.95834490004927 39 True True 2021bsr 135.08861249999998 23.14550277777778 SNIa 0.087 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 135.08861249999998 23.14550277777778 TNS 2021bsr ZTF21aagpbkj 2021bsr SNIa 0.087 0.19578734299380685 0.6299333905008737 0.2945159985583281 0.3995771086664064 0.6299333905008737 0.8895145899276429 11.548250812880395 11.548250812880395 33.41009408716887 33.41009408716887 59262.21494209999 59249.268622700125 18.54534592872881 18.697105743494927 18.54534592872881 0.7958144388318701 2.096016121893576 2.001684761126142 135.088563111367 23.146056943656298 0.0008892420420619773 16.238618066791297 17.163606886749267 16.642534660199882 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.096016121893576 2.001684761126142 135.088563111367 23.146056943656298 0.0008892420420619773 16.238618066791297 17.163606886749267 16.642534660199882 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.946319399867207 2.001684761126142 2.096016121893576 0.5210722265493857 0.9549949259539984 -1.5334988567456591 -1.9028112685289287 False 0.087 Inputed -19.430028524571917 -19.2782687098058 """""" """""" """"""
-0.059023852933072773 0.35404378425133376 -13.828587442241702 19.031297661902265 5794.642859563597 135.1966493754626 47 32 32 45.961180499754846 32 True True 2019liw 201.43995791666 59.018639 SNII 0.073 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 201.43995791666 59.018639 TNS 2019liw ZTF19abgncfz 2019liw SNII 0.073 0.011149654280622201 0.48487334586697983 0.11638798094899983 0.2300876220511654 0.48487334586697983 0.7798317080754593 7.842799866073719 7.842799866073719 38.11838063368113 38.11838063368113 58684.26078699995 58680.18118060008 18.654770785992454 18.654770785992454 18.694349541022085 0.8105806785397561 1.652864596056556 0.5764589369686641 201.44021361398302 59.0187301940842 0.0017876532933505107 18.014264640545548 18.70434135683596 18.284267488932013 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.652864596056556 0.5764589369686641 201.44021361398302 59.0187301940842 0.0017876532933505107 18.014264640545548 18.70434135683596 18.284267488932013 1.0 False False 0.3 0.7 1.5 0.02 8 3 4.079606399871409 0.5764589369686641 1.652864596056556 0.4200738679039482 0.3487635577312223 0.0495705708435068 -0.41008205209007187 False 0.073 Inputed -18.893395785473334 -18.932974540502965 """""" """""" """"""
-0.17700123642560858 0.22505852636665635 -7.052165310862064 18.433907040492517 6180.171633983093 102.46679860159227 35 29 29 57.99226860003546 43 True True 2020hzi 173.78895833333334 21.107111111111113 SNIa 0.0664 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 173.78895833333334 21.107111111111113 TNS 2020hzi ZTF20aavqfli 2020hzi SNIa 0.0664 -0.1158972902790012 0.47864272140357755 0.01076580141028316 0.1513376233106456 0.47864272140357755 0.8757687021005118 13.317045315465776 13.317045315465776 44.67522328456968 44.67522328456968 58974.18976850016 58962.246458299924 17.759752432706232 17.759752432706232 17.99204472080662 2.0883755750755824 3.014418969761304 4.653344362481737 173.7883825485865 21.10828681118375 0.005796986881072774 17.407915702672604 18.06595631630659 17.636836743823885 0.975 """""" """""" """""" """""" 0 False True all False False 0 3.014418969761304 4.653344362481737 173.7883825485865 21.10828681118375 0.005796986881072774 17.407915702672604 18.06595631630659 17.636836743823885 0.975 False False 0.3 0.7 1.5 0.02 8 3 11.943310200236738 4.653344362481737 3.014418969761304 0.4291195724827048 1.5436952889299957 0.30620388360035733 -0.35520797698273654 False 0.0664 Inputed -19.386710517892173 -19.61900280599256 """""" """""" """"""
-0.156819282950901 0.29871558951325605 -3.7987708763811696 18.780219777339653 5580.1999364405265 143.72821490581669 47 26 26 35.98091439995915 42 True False 2021pmj 233.31554999999997 -5.282613888888889 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 233.31554999999997 -5.282613888888889 TNS 2021pmj ZTF21abfjgwr 2021pmj SNIa 0.08 -0.03997140482213979 0.3844568262828787 0.054865050913136315 0.1569461539687289 0.3844568262828787 0.6460086655306156 11.929410950645448 11.929410950645448 24.0515034493137 24.0515034493137 59383.255324100144 59375.231955999974 18.353883094644225 18.353883094644225 18.55542653161103 0.633898047907311 1.6495557708973285 3.5959776212086165 233.31553298 -5.28161515 0.001543985171448825 16.835467519450187 17.775799552249907 17.237740218925477 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.6495557708973285 3.5959776212086165 233.31553298 -5.28161515 0.001543985171448825 16.835467519450187 17.775799552249907 17.237740218925477 0.99 False False 0.3 0.7 1.5 0.02 8 3 8.023368100170046 3.5959776212086165 1.6495557708973285 0.5380593333244299 2.1799672885582217 -0.5780835423943174 -1.3176863126855523 False 0.08 Inputed -19.23450749046035 -19.436050927427154 """""" """""" """"""
-0.13941588111156786 0.2495048760226028 -14.50098414865072 19.112985240767763 4345.506198577538 253.597383244592 76 47 47 62.96035879990086 62 True True 2018dzw 239.10768041666 46.899255305555 SNIIb 0.038 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 239.10768041666 46.899255305555 TNS 2018dzw ZTF18abfzfcv 2018dzw SNIIb 0.038 0.38889772557084257 0.6888962551244688 0.45957784584962624 0.5330786331023276 0.6888962551244688 0.8570938464683131 17.556246905411342 17.556246905411342 45.40411189448952 45.40411189448952 58330.29988430021 58308.20046300022 18.629698457115612 18.94499037351746 18.629698457115612 1.2631359500507626 5.184098495876985 9.304344511682903 239.1085893330685 46.9017641231964 0.0031580561921660255 15.01735490734905 15.65407066681981 15.24334758620262 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 3.1196468693638653 239.107472574522 46.9001101582562 0.036036802387526934 21.940531191152335 21.241650200856924 21.646097863194942 0.0125 False False 0.3 0.7 1.5 0.02 8 3 22.099421299993992 9.304344511682903 5.184098495876985 0.4107230806171902 1.7947854422678946 -3.2909197066976486 -3.3863508709129917 False 0.038 Inputed -17.522672193777982 -17.207380277376135 """""" """""" """"""
-0.17973352878283108 0.2366864294927733 -13.477805802512917 16.7051422948536 4608.848009106065 342.41237463945697 53 38 38 74.95505789993331 113 True True 2019knu 49.469591666666 -7.303188777777 SNII 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 49.469591666666 -7.303188777777 TNS 2019knu ZTF19abkfqqp 2019knu SNII 0.03 0.2592542106413376 0.4609129072435536 0.30746522236532314 0.35712336226918495 0.4609129072435536 0.570895384752454 5.555627760747768 5.555627760747768 69.39943013918554 69.39943013918554 58705.478425899986 58694.462523099966 16.258605674940664 16.467306561331423 16.258605674940664 22.3647869048363 8.460119366929634 22.171773670490783 49.47261307605325 -7.297808291423721 0.0014817006110804387 12.19317704531908 13.645630490834712 12.004006583464147 1.0 """""" """""" """""" """""" 23 True True all False False 0 6.37489628877616 5.580026786967787 49.47095794 -7.30243646 0.0007355196818950027 13.10066016368866 16.65663891749382 13.045844828224181 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.01590280001983 22.171773670490783 8.460119366929634 1.6416239073705654 2.6207400521037107 -2.8216760704967108 -4.254599091476518 False 0.03 Inputed -19.376191778684664 -19.167490892293905 """""" """""" """"""
-0.12603074878394055 0.4221611212081814 -9.4354666941454 18.748670286963666 3450.7022800215036 181.87003675702118 41 20 20 29.990196799859405 70 True True 2020zfn 326.0841291666666 8.623477777777778 SNIa 0.038 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 326.0841291666666 8.623477777777778 TNS 2020zfn ZTF20acpjfln 2020zfn SNIa 0.038 0.8321345728168552 1.3678683388798518 0.9558064933355972 1.0861147443611294 1.3678683388798518 1.6800099214556035 14.37803960394575 14.37803960394575 15.612157195913655 15.612157195913655 59181.10043979995 59164.12945599994 18.420512924130808 19.341668462701815 18.420512924130808 0.5211529049459397 3.9812011706732617 2.2100413406506454 326.08369833151903 8.623919850246551 0.001535263481263871 15.441746856759787 16.53798690628052 15.823130300981997 0.99 """""" """""" """""" """""" 1 False True all False False 0 0.7 0.36140122069751224 326.084193953354 8.62355507621073 0.014262859674338046 22.97160264386654 24.268589768590928 21.794427540984152 0.1 False False 0.3 0.7 1.5 0.02 8 3 16.97098380001262 2.2100413406506454 3.9812011706732617 0.7148566052985217 0.5551192330923848 -2.803681556421296 -2.5973826231488104 False 0.038 Inputed -17.731857726762787 -16.81070218819178 """""" """""" """"""
-0.24928358166728581 0.5582789788642213 -1.808661057503876 17.85247416088215 6416.832441325109 143.6317870989146 28 9 9 14.028321800287813 48 True True 2021uqw 328.49761249999995 6.697516666666667 SNII 0.02802 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 328.49761249999995 6.697516666666667 TNS 2021uqw ZTF21abqgrqd 2021uqw SNII 0.02802 -0.2255066964701733 0.1355051648479666 -0.14526024431564366 -0.058591814300090306 0.1355051648479666 0.35990379613106427 2.5259566261916904 2.5259566261916904 11.502365174096122 11.502365174096122 59430.319861100055 59428.32353009982 17.43725113463342 17.43725113463342 17.78222934732719 10.146729067438876 2.921629141988651 4.171685997684448 328.4967512778695 6.6967348705063205 0.0018005215040913791 16.02172439681053 16.73795887775421 16.095026998796463 0.9916666666666667 """""" """""" """""" """""" 0 False True all False False 0 2.921629141988651 4.171685997684448 328.4967512778695 6.6967348705063205 0.0018005215040913791 16.02172439681053 16.73795887775421 16.095026998796463 0.9916666666666667 False False 0.3 0.7 1.5 0.02 8 3 1.9963310002349317 4.171685997684448 2.921629141988651 0.6429318789577465 1.4278629473297653 -0.699292256879211 -1.6872023485307253 False 0.02802 Inputed -17.703234715870085 -18.048212928563853 """""" """""" """"""
-0.032962956616991695 0.32615104841220094 -20.668826414406066 19.689780544884186 5004.726956622957 220.95838211783968 29 12 12 38.903622599784285 73 True False 2019pvs 319.61161575 -20.73338005 SLSN-I 0.167 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 319.61161575 -20.73338005 TNS 2019pvs ZTF19abuogff 2019pvs SLSN-I 0.167 0.21400607281061923 0.5279246052636211 0.287198108110001 0.3638333751411018 0.5279246052636211 0.7073138030379269 38.268343239800416 38.268343239800416 0.6352793599838726 0.6352793599838726 58747.250671300106 58722.30300930003 19.331672397550374 19.637697472579937 19.331672397550374 1.0492355629347339 0.8494835097177351 0.4271626129700598 319.61171461 -20.73330568 0.004280105267690293 20.875680307924746 21.27404036576748 20.849994577646257 0.9375 """""" """""" """""" """""" 0 False True all False False 0 0.8494835097177351 0.4271626129700598 319.61171461 -20.73330568 0.004280105267690293 20.875680307924746 21.27404036576748 20.849994577646257 0.9375 False False 0.3 0.7 1.5 0.02 8 3 24.947662000078708 0.4271626129700598 0.8494835097177351 0.42404578812122296 0.5028498000061198 1.6363428931875426 1.5183221800958826 False 0.167 Inputed -20.093391960596325 -19.78736688556676 """""" """""" """"""
-0.01968661599522027 0.2261424237501336 2.712747516018407 18.58187787434403 5044.30620236344 147.02948286009234 124 65 65 73.87019669963047 47 True True 2020tfv 351.7707458333333 16.348780555555553 SNII 0.053 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 351.7707458333333 16.348780555555553 TNS 2020tfv ZTF20abyzprl 2020tfv SNII 0.053 0.03592061752828357 0.4740234676541384 0.13422490394632902 0.23974933434784163 0.4740234676541384 0.7421029144570035 84.15952526591754 84.15952526591754 -10.289328566287068 -10.289328566287068 59110.36690969998 59104.43287040014 18.293869391413615 18.472329492130708 18.293869391413615 1.4899843894559242 3.798410357245008 2.771912158158357 351.77018597409653 16.34933214950735 0.0010988839921233229 15.058256300204992 16.12235538448334 15.430728861031533 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.798410357245008 2.771912158158357 351.77018597409653 16.34933214950735 0.0010988839921233229 15.058256300204992 16.12235538448334 15.430728861031533 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 5.93403929984197 2.771912158158357 3.798410357245008 0.6916265234518058 0.7297558445393532 -2.3499741076473697 -2.8631405303820827 False 0.053 Inputed -18.588728682720934 -18.41026858200384 """""" """""" """"""
-0.10843445680407576 0.3813479749881056 -8.002744854598369 18.994944899362856 3887.563496984323 134.9012504006846 41 24 24 42.98542820010334 44 True True 2021niq 234.0279708333333 43.405994444444445 SNIb 0.017578 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 234.0279708333333 43.405994444444445 TNS 2021niq ZTF21abcgnql 2021niq SNIb 0.017578 0.6000356111489467 1.274541027665844 0.7511643941285087 0.9134927352083082 1.274541027665844 1.6892822578564548 13.914573941879874 13.914573941879874 29.07085425822347 29.07085425822347 59371.33020830015 59358.30344909988 18.619371706111455 19.291022114340556 18.619371706111455 2.4813278524643696 3.8558055957897026 4.668143072624703 234.02796238462702 43.4072911363265 0.0036400231283205686 16.350290891572236 17.298976221783164 16.71658185024023 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.8558055957897026 4.668143072624703 234.02796238462702 43.4072911363265 0.0036400231283205686 16.350290891572236 17.298976221783164 16.71658185024023 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.026759200263768 4.668143072624703 3.8558055957897026 0.5823943715429323 1.210679054390611 -1.9920458925573925 -1.902789855871223 False 0.017578 Inputed -15.84788102254868 -15.176230614319579 """""" """""" """"""
-0.1872353890009166 0.24673536681562797 -7.534498856600049 16.742397296506297 5704.78728176551 76.36064587747464 37 20 20 52.02438660012558 38 True True 2020jny 180.74370833333333 20.085430555555554 SNIa 0.0237 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 180.74370833333333 20.085430555555554 TNS 2020jny ZTF20aazgtmp 2020jny SNIa 0.0237 0.027686054919449532 0.9857890299387648 0.22218543901668397 0.44466459685146376 0.9857890299387648 1.6797140185456882 13.970811369888551 13.970811369888551 38.05357523023703 38.05357523023703 58994.22251159977 58980.191423600074 16.264499413585202 16.264499413585202 16.426011460572674 8.958155640068997 2.727496157399633 0.9282467628248349 180.743829316602 20.08519909496 0.0013472402691914187 16.325249800607562 17.185309986546038 16.60300857973933 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.727496157399633 0.9282467628248349 180.743829316602 20.08519909496 0.0013472402691914187 16.325249800607562 17.185309986546038 16.60300857973933 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 14.031087999697775 0.9282467628248349 2.727496157399633 0.5823014068067067 0.34032926510511236 0.9208105729608356 0.17699711916665706 False 0.0237 Inputed -18.69350584780542 -18.85501789479289 """""" """""" """"""
-0.007877523558331111 0.28520159827154806 -9.370686160829095 18.515806833438198 4422.868399193153 238.5397921252486 31 23 23 62.06211810000241 38 True True 2019bkp 136.72495791666 49.1814 SNII 0.037 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 136.72495791666 49.1814 TNS 2019bkp ZTF19aamggnw 2019bkp SNII 0.037 0.3275350449356509 0.6370228111533045 0.4001420682719292 0.4758568553779803 0.6370228111533045 0.8119020183842665 160.9054588453671 160.9054588453671 -98.84334074536469 -98.84334074536469 58567.21961810021 58556.20151619986 18.44421659445841 18.56639178709115 18.44421659445841 0.651996844321318 3.6864399256402938 3.889265828144016 136.72345166044448 49.18095532538475 0.0026266848878970794 16.126251544237732 16.67688264689326 16.355791829280854 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.6864399256402938 3.889265828144016 136.72345166044448 49.18095532538475 0.0026266848878970794 16.126251544237732 16.67688264689326 16.355791829280854 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 11.018101900350302 3.889265828144016 3.6864399256402938 0.3210908176124079 1.0550194514477254 -1.8895091401978874 -2.0884247651775567 False 0.037 Inputed -17.649716604792705 -17.527541412159966 """""" """""" """"""
-0.23267238822839997 0.3169859413304119 -4.203315754577248 19.062407990857345 6026.30632352467 164.52473083936687 21 8 8 22.015370400156826 50 True True 2020jmb 142.80499999999998 38.254025 SNII 0.061 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 142.80499999999998 38.254025 TNS 2020jmb ZTF20aayrobw 2020jmb SNII 0.061 -0.13790010803782238 0.1973164963754357 -0.06209971795843927 0.018866416179825762 0.1973164963754357 0.39958318929073755 3.7655146158207655 3.7655146158207655 18.24985578433606 18.24985578433606 58980.18771990016 58977.156724500004 18.510518303700877 18.510518303700877 18.831615541906057 26.127643953370207 1.586758698427363 2.126209544254659 142.8056407204815 38.25371568963975 0.006144314872683965 19.30083834008545 19.67989974205017 19.53610721968472 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.586758698427363 2.126209544254659 142.8056407204815 38.25371568963975 0.006144314872683965 19.30083834008545 19.67989974205017 19.53610721968472 0.975 False False 0.3 0.7 1.5 0.02 8 3 3.030995400156826 2.126209544254659 1.586758698427363 0.1437925223654517 1.3399703095133153 1.1693814383492942 0.7044916777786625 False 0.061 Inputed -18.360277053870753 -18.681374292075933 """""" """""" """"""
-0.12978390333483483 0.2829516495016972 -5.559161699341059 18.679224931714934 6302.372250885315 169.99528436230813 20 6 6 16.007106499746442 58 True True 2019lfx 191.85656958333 25.387954694444 SNIa 0.0872 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 191.85656958333 25.387954694444 TNS 2019lfx ZTF19abfwhja 2019lfx SNIa 0.0872 -0.18235727334332452 0.1279092838426834 -0.11204873134870752 -0.037052787320305924 0.1279092838426834 0.31441384864772104 14.152426443480444 14.152426443480444 1.8546800562659982 1.8546800562659982 58686.17874999996 58676.19471060019 18.19133623692631 18.19133623692631 18.84118205996916 1.9418153680503787 0.9115890615972698 0.9503932698114528 191.856786844166 25.388131243689052 0.0002713270902636733 16.821443598852454 17.873475384907128 17.125666308624147 1.0 """""" """""" """""" """""" 0 False True all False False 0 0.9115890615972698 0.9503932698114528 191.856786844166 25.388131243689052 0.0002713270902636733 16.821443598852454 17.873475384907128 17.125666308624147 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.984039399772882 0.9503932698114528 0.9115890615972698 0.7478090762829801 1.042567654493562 -0.3178608520191837 -1.7155157513450128 False 0.0872 Inputed -19.13927181374745 -19.789117636790298 """""" """""" """"""
-0.17777281598444708 0.38594143144786336 -3.482078552057713 18.631210087444664 5125.9736300873865 76.19176793356309 60 29 29 21.043078700080514 58 True True 2021gad 231.51659166666664 36.32311944444445 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 231.51659166666664 36.32311944444445 TNS 2021gad ZTF18aaizgoq 2021gad SNIa 0.07 0.10469936695852766 1.118174999797123 0.31088799497577924 0.5463751973569799 1.118174999797123 1.8504818830851164 6.856113220118736 6.856113220118736 14.186965479961778 14.186965479961778 59295.408402800094 59290.42575229984 18.386937613895196 18.434264329364495 18.386937613895196 0.5736420277469207 1.1636591665602396 0.5239667558556148 231.5167404880635 36.3230369411583 0.0001425662956520135 15.583159620458485 16.719270849456787 15.944923392981291 0.725 """""" """""" """""" """""" 0 False True all False False 0 1.1636591665602396 0.5239667558556148 231.5167404880635 36.3230369411583 0.0001425662956520135 15.583159620458485 16.719270849456787 15.944923392981291 0.725 False False 0.3 0.7 1.5 0.02 8 3 4.982650500256568 0.5239667558556148 1.1636591665602396 0.7743474564754962 0.4502751071041302 -1.714993479907708 -2.4420142209139044 False 0.07 Inputed -19.1082283376956 -19.0609016222263 """""" """""" """"""
-0.3906534928118627 0.09655126131444691 -9.231018792965223 16.73235620344213 4047.5715340785355 250.48003829325438 113 60 60 71.79443289991468 49 True True 2020sck 17.64517083333333 2.1139305555555556 SNIa 0.017 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 17.64517083333333 2.1139305555555556 TNS 2020sck ZTF20abwrcmq 2020sck SNIa 0.017 0.48028337309405345 0.7997846839671681 0.5555491761006692 0.633823609539661 0.7997846839671681 0.9789786967071592 9.726353510936036 9.726353510936036 62.068079388978646 62.068079388978646 59099.391875000205 59086.418530100025 16.176557872842633 16.176557872842633 16.333070347709345 25.1904947617793 3.2165421804606726 2.3359615967337803 17.6457993305416 2.11409356385687 0.0011921202518627716 15.60463624260664 15.908124375292063 15.740232705874444 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.2165421804606726 2.3359615967337803 17.6457993305416 2.11409356385687 0.0011921202518627716 15.60463624260664 15.908124375292063 15.740232705874444 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.973344900179654 2.3359615967337803 3.2165421804606726 0.16789166941761913 0.7262337832607637 -0.26843349755056956 -0.5928376418349011 False 0.017 Inputed -18.061258877235343 -18.217771352102055 """""" """""" """"""
-0.1469772681557938 0.2840125472901831 -9.35685314761853 16.171005319194517 5525.315491948996 110.27848201610905 50 33 33 50.9957870002836 52 True False 2021ryz 228.00490416666662 -3.2222583333333334 SNIa 0.021612 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 228.00490416666662 -3.2222583333333334 TNS 2021ryz ZTF21abjbnhh 2021ryz SNIa 0.021612 0.053064235636577806 0.6734679774987313 0.1874216945996281 0.3349634544443063 0.6734679774987313 1.0771635989979451 17.22540889117839 17.22540889117839 33.77037810910521 33.77037810910521 59417.20743060019 59399.18932869984 15.780037802007232 15.780037802007232 15.840752038833575 6.3935982962726365 4.6760009050312705 1.7385184270359104 228.00448511 -3.22201717 0.0006789837232343832 13.997038075399399 14.461734982013702 14.09306650633812 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.6760009050312705 1.7385184270359104 228.00448511 -3.22201717 0.0006789837232343832 13.997038075399399 14.461734982013702 14.09306650633812 1.0 False False 0.3 0.7 1.5 0.02 8 3 18.018101900350302 1.7385184270359104 4.6760009050312705 0.36866847567558203 0.3717959988342398 -1.31830281999353 -1.7476855324954546 False 0.021612 Inputed -19.077354579062167 -19.13806881588851 """""" """""" """"""
-0.2152720713801074 0.14300080934723158 -5.490027105444959 18.813133704760734 4706.73899966693 176.44060517937822 18 8 8 35.93554400000721 117 True True 2019ujn 130.68164999999996 19.651252777777778 SNIa 0.045 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 130.68164999999996 19.651252777777778 TNS 2019ujn ZTF19acqehbt 2019ujn SNIa 0.045 0.21236568194334282 0.6144097710026948 0.3044664406490796 0.4020105628401929 0.6144097710026948 0.8516602841939651 13.55237594478737 13.55237594478737 22.38316805521984 22.38316805521984 58801.52498839982 58791.517222200055 18.164762663318623 18.569917762189437 18.164762663318623 5.63405796278438 3.768306108157954 7.274540480348139 130.6796068102605 19.6506357390215 0.0005869481370442964 13.551585747825502 14.612991727449895 13.89131665545106 0.69 """""" """""" """""" """""" 1 False True all False False 0 0.7 6.030859922018472 130.682552361077 19.6498090844391 0.5147783006051561 24.30077136300802 25.000554424161912 24.72067837574005 0.2 False False 0.3 0.7 1.5 0.02 8 3 10.007766199763864 7.274540480348139 3.768306108157954 0.7216750719988347 1.930453702951463 -3.956926034739542 -4.2734460078675625 False 0.045 Inputed -18.35841277642928 -17.953257677558465 """""" """""" """"""
-0.20905484804769145 0.20862762079542202 -7.376456507445575 17.36288835759593 3440.4681726776557 116.19138786198303 30 21 21 35.89395840000361 34 True True 2019wqq 158.77014166666 46.56060075 SNIIb 0.01123 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 158.77014166666 46.56060075 TNS 2019wqq ZTF19acxxwvi 2019wqq SNIIb 0.01123 0.8642877852540067 1.7675257528439872 1.0635269499731486 1.2796439546451133 1.7675257528439872 2.3388986659737228 9.148251782961683 9.148251782961683 26.74570661704193 26.74570661704193 58837.456736099906 58828.42864579987 16.864425279868467 17.72218041138069 16.864425279868467 3.969612247392099 6.356325409509287 3.0994919813811808 158.770212686687 46.5614603340634 0.0008231347417930746 13.411149106627107 14.024942622827293 13.571678641520737 0.9550000000000001 """""" """""" """""" """""" 0 False True all False False 0 6.356325409509287 3.0994919813811808 158.770212686687 46.5614603340634 0.0008231347417930746 13.411149106627107 14.024942622827293 13.571678641520737 0.9550000000000001 False False 0.3 0.7 1.5 0.02 8 3 9.028090300038457 3.0994919813811808 6.356325409509287 0.45326398130655576 0.487623238537195 -3.697237788553398 -3.2927466383477295 False 0.01123 Inputed -16.62633056883264 -15.768575437320415 """""" """""" """"""
-0.024469698448267477 0.13656238057382847 -14.582524753758925 19.03544474029129 5023.601719105692 141.26009392222917 159 105 105 74.97165510011837 95 True True 2021imh 282.8640875 41.53494722222222 SNII 0.042 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 282.8640875 41.53494722222222 TNS 2021imh ZTF21aatgisc 2021imh SNII 0.042 0.22339768048146524 0.7439537141951469 0.3400974853484122 0.4654287406429134 0.7439537141951469 1.0632623984989706 89.7294142908774 89.7294142908774 -14.757759190759032 -14.757759190759032 59334.40511569986 59311.45804399997 18.704753978204163 18.907607711147 18.704753978204163 0.7788956741229547 7.40053394281036 35.59791809040222 282.86375056463453 41.54483231626525 0.014756909464428203 14.374841963479518 15.368815731678009 14.700556274230479 1.0 """""" """""" """""" """""" 34 False True all False False 0 0.7 1.9346142770087424 282.863955403353 41.5354754396791 0.10429023458186304 24.331628075904845 22.796524426221847 22.392977929291725 0.175 False False 0.3 0.7 1.5 0.02 8 3 22.94707169989124 35.59791809040222 7.40053394281036 0.6682594574475296 4.810182395688583 -3.538791979468993 -4.004197703973684 False 0.042 Inputed -17.667044464944027 -17.46419073200119 """""" """""" """"""
-0.008316165195577103 0.15895227754662816 -1.9630202574921856 18.63167164178521 4280.67034523304 169.6149538650276 165 113 113 74.93488429998979 65 True True 2021kul 214.3768333333333 28.80233888888889 SNII 0.035126 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 214.3768333333333 28.80233888888889 TNS 2021kul ZTF21aaxxoei 2021kul SNII 0.035126 0.33598155100896676 0.7887169573780781 0.43948961093432715 0.5492501681159787 0.7887169573780781 1.0569382794075644 234.17786520707165 234.17786520707165 -159.24298090708186 -159.24298090708186 59350.27515049977 59335.288032399956 18.47562732339986 18.616270903240853 18.47562732339986 2.1475815389485016 4.897442369135681 8.862130420919296 214.37598491414502 28.79999213840545 0.0014741482524407434 14.153644640357196 15.20296604957521 14.515624683695435 0.985 """""" """""" """""" """""" 1 False True all False False 0 0.7 2.9157858654910367 214.377722340165 28.802560529956 0.1827871819201039 24.330345839190482 22.141169433193205 23.040946532930136 0.1 False False 0.3 0.7 1.5 0.02 8 3 14.987118099816144 8.862130420919296 4.897442369135681 0.6873413658797745 1.8095425638430367 -3.413304853665643 -3.960002639704424 False 0.035126 Inputed -17.504447576660866 -17.363803996819872 """""" """""" """"""
-0.05196054235612388 0.557864278803719 -31.480785331206533 18.345725108051596 6631.136929984711 284.648619087022 79 21 21 70.8845949000679 45 True True 2018hco 16.890146666666 23.476188388888 TDE 0.088 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 16.890146666666 23.476188388888 TNS 2018hco ZTF18abxftqm 2018hco TDE 0.088 -0.15060282897662347 0.030430408222866134 -0.10790692188797735 -0.06353476391308277 0.030430408222866134 0.1316845057827365 38.700175358249915 38.700175358249915 32.18441954181798 32.18441954181798 58438.31902780011 58379.37042819988 18.002518607916908 18.147428002432456 18.002518607916908 1.485258080368817 0.8862453193092061 0.09966040031750927 16.8901199183999 23.4762012125504 0.0005084043538032823 18.034426461743116 19.035019932961465 18.35527501757622 1.0 """""" """""" """""" """""" 0 False True all False False 0 0.8862453193092061 0.09966040031750927 16.8901199183999 23.4762012125504 0.0005084043538032823 18.034426461743116 19.035019932961465 18.35527501757622 1.0 False False 0.3 0.7 1.5 0.02 8 3 58.94859960023314 0.09966040031750927 0.8862453193092061 0.6797449153852462 0.11245238552592941 0.887591930529009 0.3527564096593103 False 0.088 Inputed -19.998138762857316 -19.85322936834177 """""" """""" """"""
-0.13590263820636628 0.38519868308525573 -5.251092924753786 18.92849086002662 5246.9519541921345 240.63662050737844 35 20 20 47.85829859972 40 True True 2021pp 177.29833333333332 -2.2864888888888886 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 177.29833333333332 -2.2864888888888886 TNS 2021pp ZTF21aaahzpr 2021pp SNIa 0.09 0.03715474795777496 0.2904843398565973 0.09643684221164506 0.15836159045744225 0.2904843398565973 0.43424011935339735 10.733041950239864 10.733041950239864 37.125256649480136 37.125256649480136 59225.48093750002 59216.51650460018 18.64034388991968 18.64034388991968 18.663533303356125 0.7054534096135219 0.798786780964825 0.45656422331439556 177.298220864833 -2.2865476693643503 0.0019204399426060448 19.958726830114124 20.973277528249024 20.261116350488663 0.9249999999999998 """""" """""" """""" """""" 0 False True all False False 0 0.798786780964825 0.45656422331439556 177.298220864833 -2.2865476693643503 0.0019204399426060448 19.958726830114124 20.973277528249024 20.261116350488663 0.9249999999999998 False False 0.3 0.7 1.5 0.02 8 3 8.964432899840176 0.45656422331439556 0.798786780964825 0.7121611777603611 0.57157208180502 2.3329336383293438 1.597583047132538 False 0.09 Inputed -19.38685134182311 -19.410040755259555 """""" """""" """"""
-0.05245731625122615 0.2900242161238775 -12.315950915933264 19.636242421251424 5498.18443194454 173.58621431994956 40 20 20 34.96545139979571 58 True True 2020zia 329.76341666666667 -7.8091083333333335 SNII 0.052 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 329.76341666666667 -7.8091083333333335 TNS 2020zia ZTF20acpomqu 2020zia SNII 0.052 0.0404489621687425 0.4046549050411059 0.1235385839413361 0.21177944251319758 0.4046549050411059 0.6210668177046692 24.28008629591214 24.28008629591214 10.68536510388357 10.68536510388357 59177.127419000026 59164.12753470009 19.28227290353959 19.28227290353959 19.422117013672437 1.2771745647854091 1.1372083247294038 2.2446515680074652 329.7640439763 -7.80915851002813 0.0028816932666018147 18.77202234151006 19.580296357803345 19.10928069172621 0.9650000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.1372083247294038 2.2446515680074652 329.7640439763 -7.80915851002813 0.0028816932666018147 18.77202234151006 19.580296357803345 19.10928069172621 0.9650000000000001 False False 0.3 0.7 1.5 0.02 8 3 12.99988429993391 2.2446515680074652 1.1372083247294038 0.4710156660771361 1.9738261839945421 0.2980234542637561 -0.3128363219462287 False 0.052 Inputed -17.41860966316244 -17.558453773295287 """""" """""" """"""
-0.12581439880571912 0.09693926968276695 -20.59294871762188 19.093046110374022 4768.450219868922 91.10775925619298 49 32 32 60.914479200262576 44 True True 2021rx 122.5044083333333 35.09495833333334 SNIa 0.080178 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 122.5044083333333 35.09495833333334 TNS 2021rx ZTF21aabvqlo 2021rx SNIa 0.080178 0.5275810172723752 1.5623171926308856 0.747150787519427 0.9912479749151473 1.5623171926308856 2.2618568279614024 25.890754016601402 25.890754016601402 35.02372518366117 35.02372518366117 59248.24451390002 59220.30932869995 18.614724741259266 18.84568635867765 18.614724741259266 0.9036391414869811 2.9805453412415455 8.393698143245498 122.5019152595805 35.0938290418729 0.0032224316859505997 15.840013041906357 16.787884080593585 16.165190024971963 0.99 """""" """""" """""" """""" 2 False True all False False 0 0.7 6.70011871659774 122.504965484387 35.09315388236 0.19705841976307392 22.467385292949675 22.755222532596587 22.436038531284332 0.16666666666666666 False False 0.3 0.7 1.5 0.02 8 3 27.9351852000691 8.393698143245498 2.9805453412415455 0.6226940556216221 2.8161618704814284 -2.057802278084065 -2.449534716287303 False 0.080178 Inputed -19.18011993129907 -18.949158313880687 """""" """""" """"""
-0.08090309007568817 0.2627554514086763 -7.280942026073614 19.23049781581649 5744.534834399195 175.4807458809943 66 28 28 57.95063660014421 49 True True 2020mks 236.4550625 19.68466666666667 SNII 0.049 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 236.4550625 19.68466666666667 TNS 2020mks ZTF20abekcdt 2020mks SNII 0.049 -0.05816542515549017 0.27527983683220825 0.01783834872824741 0.09860264370878369 0.27527983683220825 0.4736855056068663 15.285751457012953 15.285751457012953 42.66488514313126 42.66488514313126 59017.30208329996 59011.25554399984 18.722240851551778 18.722240851551778 18.897080380439863 2.8602073884478654 2.2954842708266883 6.624207494387593 236.45668236699998 19.6856960268699 0.0022230319507737795 15.99509664155364 16.78444944745064 16.268629207396508 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 1.1372320993474259 236.455384266762 19.6847561369328 0.0569858211376566 24.241519600081443 22.32887256855011 24.64170511223793 0.15 False False 0.3 0.7 1.5 0.02 8 3 6.046539300121367 6.624207494387593 2.2954842708266883 0.5158202400541327 2.8857559943122473 -1.9377914041011373 -2.6284511730433557 False 0.049 Inputed -17.813076042538455 -17.98791557142654 """""" """""" """"""
-0.0776488995840969 0.30781370330411484 -23.099316974244143 18.196405953323065 4780.862240502378 129.7072152703202 33 24 24 42.88935190020129 50 True True 2019wpb 158.60555416666662 50.68875833333333 SNIc 0.067 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 158.60555416666662 50.68875833333333 TNS 2019wpb ZTF19acxxxec 2019wpb SNIc 0.067 0.4341576978928927 1.0826706548411948 0.578570033965299 0.7343102226007687 1.0826706548411948 1.4856119229918932 -4.916949365499049 -4.916949365499049 47.80630126570034 47.80630126570034 58831.436805599835 58828.42864579987 18.177489354720826 18.22147572208129 18.177489354720826 3.4085699292542677 2.6640514459224574 0.22080153353430282 158.605485949491 50.68871481265865 0.0008256602139373737 15.77778806988597 16.57541706335783 16.066629743629097 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.6640514459224574 0.22080153353430282 158.605485949491 50.68871481265865 0.0008256602139373737 15.77778806988597 16.57541706335783 16.066629743629097 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 3.008159799966961 0.22080153353430282 2.6640514459224574 0.5087873197287323 0.08288185795820766 -1.6460586587234616 -2.1108596110917297 False 0.067 Inputed -19.221094094465037 -19.177107727104573 """""" """""" """"""
-0.3471328982994115 0.4477878415077171 -14.926599405635653 15.07397548318767 6862.241606346069 311.7866157480134 23 13 13 24.066886600106955 112 True False 2020joj 308.40620833333327 15.773105555555556 Varstar 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 308.40620833333327 15.773105555555556 TNS 2020joj ZTF20aaytqhd 2020joj Varstar 0.0 -0.2601510200235104 -0.11262602660758603 -0.22523433297258322 -0.1890314606300123 -0.11262602660758603 -0.030648816039207105 -12.61210910311737 -12.61210910311737 36.678995703224324 36.678995703224324 58977.383287000004 58977.383287000004 15.837286029485432 15.837286029485432 16.40624349097581 22.85411230807551 0.7 0.024674000873754962 308.40621464 15.77310874 0.01390692965515572 23.022598673677443 23.080322547721863 22.880505088710784 0.15 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.024674000873754962 308.40621464 15.77310874 0.01390692965515572 23.022598673677443 23.080322547721863 22.880505088710784 0.15 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.024674000873754962 0.7 0.19981745901107928 0.03524857267679281 7.243036518236432 6.474261597734973 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.10621386914268593 0.29260295445749035 -34.717486898412595 16.793112469253934 4991.223743938855 240.81865808962195 42 34 34 74.96832179976627 42 True True 2019wqf 217.50062499999996 39.945838888888886 SNIa 0.033 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 217.50062499999996 39.945838888888886 TNS 2019wqf ZTF19acymzwh 2019wqf SNIa 0.033 0.30060263141147914 0.6020873868907586 0.3713585145181959 0.4451253814548721 0.6020873868907586 0.7723194272516487 -16.223748700889896 -16.223748700889896 91.19207050065617 91.19207050065617 58838.49312500004 58831.5698032002 16.90681659377672 16.90681659377672 16.924344590241457 6.757635100179887 5.117566336213651 24.445933429642032 217.49490490273053 39.940654403995296 0.007951631875149467 14.543053588574232 15.752930684065223 14.957769502214195 0.9949999999999999 """""" """""" """""" """""" 6 False True all False False 0 0.7 4.399917040162176 217.502203778554 39.9460085088963 0.0803333901037454 22.23564064827323 22.306031683619022 22.35685359864831 0.65 False False 0.3 0.7 1.5 0.02 8 3 6.923321799840778 24.445933429642032 5.117566336213651 0.7951611818510287 4.776866937054483 -1.153885909711498 -1.9665750880272626 False 0.033 Inputed -18.91902422367202 -18.936552220136758 """""" """""" """"""
-0.18680569376055245 0.21144669836022142 -9.774103150189681 18.727539205664268 4677.134672645172 181.1432229816771 215 103 103 56.85282410029322 40 True True 2020sbx 19.45995833333333 21.26311388888889 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 19.45995833333333 21.26311388888889 TNS 2020sbx ZTF20abwynwj 2020sbx SNIa 0.06 0.2590733801323992 0.6610076899113544 0.35141222570120334 0.44902617855182925 0.6610076899113544 0.8970018497668164 13.592806680220631 13.592806680220631 43.260017420072586 43.260017420072586 59102.4328935002 59087.38362269988 18.172389127453158 18.229544269563302 18.172389127453158 1.1679670308538876 1.7178519066219078 0.7941676183386537 19.4601384918538 21.262970791716498 0.0008077897688678615 16.83762443585634 17.549258880791662 17.158805126335622 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.7178519066219078 0.7941676183386537 19.4601384918538 21.262970791716498 0.0008077897688678615 16.83762443585634 17.549258880791662 17.158805126335622 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 15.049270800314844 0.7941676183386537 1.7178519066219078 0.3904537544560398 0.462302725442937 -0.6802853887716402 -1.013584001117536 False 0.06 Inputed -18.983111853744642 -18.925956711634498 """""" """""" """"""
-0.13821835916429365 0.37517176850536726 -5.87361910174638 18.43598226912087 4407.1338027772945 243.9579300440311 46 19 19 41.924999999813735 26 True True 2020xqr 67.71267916666666 9.068513888888889 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 67.71267916666666 9.068513888888889 TNS 2020xqr ZTF20aclzegl 2020xqr SNIa 0.06 0.30790736810236297 0.6064832680540846 0.378042019680251 0.45111931231521396 0.6064832680540846 0.7748004459624909 13.224205002285515 13.224205002285515 28.70079499752822 28.70079499752822 59151.370833300054 59139.36592590017 18.018099413693697 18.54333821937807 18.018099413693697 1.6560542608358322 1.2894553955756785 1.9384708882346526 67.71289085289165 9.06901012054051 0.0008282053269290657 17.10458063372612 17.839525957736967 17.35095327088356 0.9149999999999998 """""" """""" """""" """""" 0 False True all False False 0 1.2894553955756785 1.9384708882346526 67.71289085289165 9.06901012054051 0.0008282053269290657 17.10458063372612 17.839525957736967 17.35095327088356 0.9149999999999998 False False 0.3 0.7 1.5 0.02 8 3 12.004907399881631 1.9384708882346526 1.2894553955756785 0.4885726868534057 1.5033252758380375 -0.7038122616411044 -0.667146142810136 False 0.06 Inputed -19.137401567504103 -18.61216276181973 """""" """""" """"""
-0.02335050486330175 0.629903760297715 -18.413874734501412 18.689072107214336 6198.726143587595 122.19573832156473 52 40 40 69.84222220024094 41 True True 2019lev 20.739872916666 29.685785861111 SNII 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 20.739872916666 29.685785861111 TNS 2019lev ZTF19abgmkef 2019lev SNII 0.06 -0.014579483416291339 0.5081313613810856 0.10001786005974367 0.22488487197317397 0.5081313613810856 0.8410476642714144 4.410829594674254 4.410829594674254 65.43139260556669 65.43139260556669 58682.489340300206 58679.45813659998 18.411497617656366 18.411497617656366 18.519306080416627 1.732988186242631 1.5905852762497448 1.3656415077973143 20.7394392441227 29.685830113901552 0.003508825488938605 18.820827137811186 19.3302700436306 19.120966674349308 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.5905852762497448 1.3656415077973143 20.7394392441227 29.685830113901552 0.003508825488938605 18.820827137811186 19.3302700436306 19.120966674349308 0.975 False False 0.3 0.7 1.5 0.02 8 3 3.0312037002295256 1.3656415077973143 1.5905852762497448 0.20930336928129023 0.858577988988557 0.9187724259742325 0.6016605939326816 False 0.06 Inputed -18.636194900781174 -18.744003363541434 """""" """""" """"""
-0.1767259275036585 0.21874361061042177 -8.87155101942178 18.0399608886538 5555.856409348605 94.35437556261364 48 27 27 54.81401630025357 143 True False 2020qxa 283.96762083333334 28.901266666666665 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 283.96762083333334 28.901266666666665 TNS 2020qxa ZTF20abqcvtk 2020qxa SNIa 0.05 0.05824891936337906 0.8099040867206782 0.21716268899304936 0.3943525547499007 0.8099040867206782 1.3192971031619827 14.66506780467334 14.66506780467334 40.14894849558023 40.14894849558023 59077.247824099846 59062.311273099855 17.54781092517091 17.54781092517091 17.628847393362186 1.7594317386855862 3.664382297138498 1.8040982398803842 283.96731488 28.90169022 0.001985090043066906 16.018724249887466 16.743467751407625 16.397842677879332 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.664382297138498 1.8040982398803842 283.96731488 28.90169022 0.001985090043066906 16.018724249887466 16.743467751407625 16.397842677879332 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.936550999991596 1.8040982398803842 3.664382297138498 0.34562507352829286 0.4923335213384252 -0.8043431737632858 -1.2310047154828538 False 0.05 Inputed -19.12569123781309 -19.206727706004365 """""" """""" """"""
-0.1274221012297656 0.3607441303365478 -5.797588195499008 18.269304862311486 5556.660768190681 135.697884180166 31 31 31 60.01318289991468 47 True True 2020xpt 159.8575833333333 21.6879 SNIa 0.0655 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 159.8575833333333 21.6879 TNS 2020xpt ZTF20aclnsts 2020xpt SNIa 0.0655 -0.012729898106933035 0.45051207176893726 0.09016593298992959 0.20134569744568864 0.45051207176893726 0.7389798965324132 18.195283178508355 18.195283178508355 41.81789972140633 41.81789972140633 59156.49688659981 59140.505659699906 17.80517704923384 17.80517704923384 18.023389779485154 2.8587394793346834 2.1200079793722106 3.015873331050244 159.85847264000552 21.68803767229805 0.002230609781994408 17.151358032288552 17.652414618276357 17.43023367414713 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.1200079793722106 3.015873331050244 159.85847264000552 21.68803767229805 0.002230609781994408 17.151358032288552 17.652414618276357 17.43023367414713 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.991226899903268 3.015873331050244 2.1200079793722106 0.22218094412922795 1.4225764055583048 -0.15276243095748399 -0.593156105338025 False 0.0655 Inputed -19.32528883750855 -19.54350156775986 """""" """""" """"""
-0.13437412625888207 0.4097105249482431 -5.339213692586027 18.49761881613823 3242.3382251446847 218.86355786819394 18 14 14 34.90092599997297 29 True True 2019gtc 153.10316708333 59.659639 SNIa 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 153.10316708333 59.659639 TNS 2019gtc ZTF19aawtnqd 2019gtc SNIa 0.03 0.9096474124953176 1.3614664879637246 1.0154060335921251 1.125842603544882 1.3614664879637246 1.6180284812998735 16.24646586248502 16.24646586248502 18.65446013748795 18.65446013748795 58649.22217589989 58634.27694439981 18.1037989886926 19.050238328016754 18.1037989886926 1.7702614904026384 6.50659611106495 4.689556562626316 153.1013247937575 59.660550539675754 0.0032812812997310425 15.086491031460762 16.381249247533084 15.536792842566072 0.99 """""" """""" """""" """""" 1 False True all False False 0 0.7 2.324543646083676 153.102412422346 59.6601601727729 0.07762577798653236 23.587665211524964 25.348689989410637 24.736907349710464 0.5 False False 0.3 0.7 1.5 0.02 8 3 14.945231500081718 4.689556562626316 6.50659611106495 0.844456404967012 0.7207388444860403 -2.6689890804836693 -2.567006146126527 False 0.03 Inputed -17.53099846493273 -16.584559125608575 """""" """""" """"""
-0.18030865750808736 0.2186288816126412 -10.385244334508466 18.427057503885717 5276.892047245293 106.63606049650859 22 21 21 42.98710650019348 53 True True 2019gwx 347.50425541666 9.6200853055555 SNIa 0.065 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 347.50425541666 9.6200853055555 TNS 2019gwx ZTF19aaxibpz 2019gwx SNIa 0.065 0.13834782639048981 0.8230777156253701 0.28622695551833743 0.44888816645025287 0.8230777156253701 1.271047604757868 10.080217998474756 10.080217998474756 32.90688850171872 32.90688850171872 58650.479606499895 58638.44623839995 18.044460530485377 18.044460530485377 18.071647722441625 2.3292266680896776 2.3103209455338445 1.3981683511160483 347.504260170536 9.61969695374086 0.0008219506415301225 16.03379118132949 17.04812622441292 16.41023317605734 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.3103209455338445 1.3981683511160483 347.504260170536 9.61969695374086 0.0008219506415301225 16.03379118132949 17.04812622441292 16.41023317605734 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.033368099946529 1.3981683511160483 2.3103209455338445 0.6378930483555791 0.605183601793029 -0.996334306072459 -1.661414546384286 False 0.065 Inputed -19.260144786519778 -19.287331978476026 """""" """""" """"""
-0.11456800147646068 0.4104270035564566 -27.775145479608536 17.483680145496464 4140.78578254541 150.0059353397707 18 11 11 33.076157399918884 149 True False 2019elg 296.46070749999 -6.312786111111 SNIa 0.0339 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 296.46070749999 -6.312786111111 TNS 2019elg ZTF19aatudsq 2019elg SNIa 0.0339 0.7272231123763149 1.36164985593215 0.8710973555685655 1.024438114442784 1.36164985593215 1.7434607017038637 -7.9684398188147085 -7.9684398188147085 41.04459721873359 41.04459721873359 58619.41791669978 58607.384386599995 17.368427225678293 17.864443389094127 17.368427225678293 5.237769055582517 3.624844381664883 16.016576397117152 296.46102389 -6.30834819 0.00232964223912957 14.003915811157226 15.118147770881652 14.396517715263366 1.0 """""" """""" """""" """""" 10 False True all False False 0 2.1905567145826725 5.0296919732100145 296.45971538 -6.31179637 0.0034676101436774687 17.07903815612793 21.581955284118653 20.79911089696884 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.033530099783093 16.016576397117152 3.624844381664883 0.7216300556182862 4.418555587691401 -2.746295618212475 -2.9719095104149265 False 0.0339 Inputed -18.53385044291801 -18.037834279502174 """""" """""" """"""
-0.14981407784476197 0.27210894857946016 -3.4742138905249655 18.106872665206005 5934.490278030724 74.86464232182723 43 23 23 41.94893509987742 41 True False 2020abqy 78.39028333333333 -19.50157777777778 SNIa 0.057 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 78.39028333333333 -19.50157777777778 TNS 2020abqy ZTF20acuzfpk 2020abqy SNIa 0.057 -0.09334858743120833 0.8030123304007084 0.08694735001993337 0.29442592111858445 0.8030123304007084 1.4605349399308842 12.273179167027859 12.273179167027859 29.675755932849558 29.675755932849558 59195.36078700004 59188.30118060019 17.59080972964661 17.59080972964661 17.756550315944118 2.5406633591306935 2.2497321403569934 3.017455520132186 78.39014467 -19.50074985 0.00044984104174106143 14.936743094313144 15.868472364330291 15.27063470749855 0.9099999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.2497321403569934 3.017455520132186 78.39014467 -19.50074985 0.00044984104174106143 14.936743094313144 15.868472364330291 15.27063470749855 0.9099999999999999 False False 0.3 0.7 1.5 0.02 8 3 7.0596063998527825 3.017455520132186 2.2497321403569934 0.5978376568317412 1.3412510165114004 -1.7223373653163208 -2.485915608445568 False 0.057 Inputed -19.28606510200654 -19.451805688304045 """""" """""" """"""
-0.14903638620616427 0.34515906498268695 -7.477427304493845 18.884236978809938 5553.097040400891 106.93083397607094 48 26 26 38.9836921999231 61 True True 2020zjo 109.97351249999998 37.55807222222222 SNIa 0.082 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 109.97351249999998 37.55807222222222 TNS 2020zjo ZTF20acpumut 2020zjo SNIa 0.082 0.025205414039334073 0.6560581809850348 0.16110956641823293 0.3108542434973032 0.6560581809850348 1.0701398441092778 13.724211236734199 13.724211236734199 25.2594809631889 25.2594809631889 59179.448437499814 59165.38431710005 18.579855927588643 18.579855927588643 18.715237561767836 0.6793430179223822 2.0233082540947263 3.9625556549871246 109.9748092762665 37.558465645088305 0.001348340237417256 16.265088191139697 17.228950257859232 16.60687999496937 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.0233082540947263 3.9625556549871246 109.9748092762665 37.558465645088305 0.001348340237417256 16.265088191139697 17.228950257859232 16.60687999496937 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 14.06412039976567 3.9625556549871246 2.0233082540947263 0.6220702628898636 1.9584537585747464 -1.3509056697294106 -2.1083575667984675 False 0.082 Inputed -19.129262940678704 -19.264644574857897 """""" """""" """"""
-0.12572525650787436 0.23766652777116354 -16.99151022098839 18.07397521918091 5542.363348422897 108.24755605155723 18 18 18 66.95288190012798 40 True True 2019wqd 218.29429166666665 6.0635611111111105 SNIa 0.0552 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 218.29429166666665 6.0635611111111105 TNS 2019wqd ZTF19acyndpl 2019wqd SNIa 0.0552 0.15419673212754503 0.8338194515402435 0.3013461024449704 0.4629408485437416 0.8338194515402435 1.276575409229114 13.43266673577105 13.43266673577105 53.52021516435693 53.52021516435693 58850.56196760014 58831.56657409994 17.718746528831897 17.718746528831897 17.812463924437687 4.649985954840684 2.893323149514409 3.0577314802133704 218.2951311571475 6.0634044322878005 0.0029632015842271375 16.921777142988443 17.61443574664116 17.20955694609642 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.893323149514409 3.0577314802133704 218.2951311571475 6.0634044322878005 0.0029632015842271375 16.921777142988443 17.61443574664116 17.20955694609642 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 18.99539350019768 3.0577314802133704 2.893323149514409 0.4048788005447399 1.0568233557757123 -0.10431078219073697 -0.6029069783412666 False 0.0552 Inputed -19.159565018506516 -19.253282414112306 """""" """""" """"""
-0.25012427487034483 0.16798000277575806 -8.581340499143526 17.368379658015964 5836.981374299749 73.39563105875341 36 23 23 47.89986110012978 71 True True 2020joh 238.97257499999998 11.978702777777778 SNIa 0.035 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 238.97257499999998 11.978702777777778 TNS 2020joh ZTF20aazkxcw 2020joh SNIa 0.035 0.021247587216311814 1.0246611458997705 0.2231886249746573 0.4554324390272768 1.0246611458997705 1.761568829971889 9.55341749092641 9.55341749092641 38.34644360920338 38.34644360920338 58991.31401620014 58980.31135419989 16.81286780241598 16.81286780241598 16.873930329256602 11.134013840943496 3.466023951999265 0.9860907645845274 238.9728304331485 11.9788149981945 0.0002810857280564072 13.642594298075437 15.795723719201087 14.871521108660698 0.945 """""" """""" """""" """""" 0 False True all False False 0 3.466023951999265 0.9860907645845274 238.9728304331485 11.9788149981945 0.0002810857280564072 13.642594298075437 15.795723719201087 14.871521108660698 0.945 False False 0.3 0.7 1.5 0.02 8 3 11.002662000246346 0.9860907645845274 3.466023951999265 0.9242026105403891 0.28450200524890557 -1.0171440832148928 -2.0024092205959043 False 0.035 Inputed -19.098274366103766 -19.15933689294439 """""" """""" """"""
-0.10565311033575522 0.3053533241321826 -23.170685972313475 17.160228682551733 6162.474014482477 132.8665683911811 53 46 46 72.96380789997056 36 True True 2021pbg 346.4643791666666 18.268555555555555 SNIa 0.041 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 346.4643791666666 18.268555555555555 TNS 2021pbg ZTF21abezlqc 2021pbg SNIa 0.041 0.02567619755425099 0.5142843276279905 0.1340343013139247 0.251233368462092 0.5142843276279905 0.8194438226354528 -5.921744817381981 -5.921744817381981 78.88555271735254 78.88555271735254 59379.42546299985 59373.40464119986 16.844799576273346 16.844799576273346 16.951919360539094 7.018950726298936 2.6689995003712172 6.7519645858753945 346.4624805646555 18.268038656406 0.0021191736302603736 15.75905089970112 16.456112269582746 16.00426157822132 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 1.2455638337215684 346.46401482 18.26855779 0.004801829743700803 20.850143592214586 25.253011802577973 22.923942297029495 0.0 False False 0.3 0.7 1.5 0.02 8 3 6.02082179998979 6.7519645858753945 2.6689995003712172 0.4518506913614253 2.5297736417471413 -0.38868730669059914 -0.9476577823177728 False 0.041 Inputed -19.367029033129935 -19.474148817395683 """""" """""" """"""
-0.015397145084051938 0.3064505631330166 -16.92219493896231 17.404634304611612 5343.731868121056 188.7789784600179 37 24 24 74.93771990016103 161 True False 2020fxl 297.53957499999996 41.36637777777778 SNII 0.02 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 297.53957499999996 41.36637777777778 TNS 2020fxl ZTF20aauompx 2020fxl SNII 0.02 0.10812817526240792 0.4561675903322673 0.18820028955516221 0.2727721839150625 0.4561675903322673 0.6599061790739462 59.89067036783281 59.89067036783281 15.047049532328217 15.047049532328217 58943.43152779993 58943.43152779993 17.155409055641357 17.155409055641357 17.190154884606123 1.8203163216187739 2.9691486574418096 4.6135152113456055 297.54124163 41.36665674 0.0018262141174487656 15.918520751953125 16.955982084274293 16.268674946975707 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.9691486574418096 4.6135152113456055 297.54124163 41.36665674 0.0018262141174487656 15.918520751953125 16.955982084274293 16.268674946975707 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 4.6135152113456055 2.9691486574418096 0.6873071372985855 1.5538175226701403 -0.199426971367064 -0.9214799376304157 False 0.02 Inputed -17.55873988387997 -17.593485712844736 """""" """""" """"""
-0.23150356823736634 0.10583199622302102 -7.912158449140428 18.47274791078653 4050.0938288052457 326.345281026222 70 35 35 72.87274300027639 65 True True 2021qv 187.41223333333332 9.497363888888888 SNIbc 0.024 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 187.41223333333332 9.497363888888888 TNS 2021qv ZTF21aabyifm 2021qv SNIbc 0.024 0.4559864472857811 0.6936329122515907 0.5127433743764804 0.5712418146426543 0.6936329122515907 0.8235121965616834 11.824665593329684 11.824665593329684 61.0480774069467 61.0480774069467 59231.48304399988 59221.44759259978 17.790180748095064 18.101213085038363 17.790180748095064 2.78472749082959 4.516202595491019 15.339623782751449 187.40840461446498 9.495390031903355 0.004344201460480535 14.79251034224868 15.623774829747678 15.00422872011006 1.0 """""" """""" """""" """""" 7 False True all False False 0 0.7 4.785016134394174 187.41089987394253 9.49717155718826 0.0587422198607932 21.606580713136196 20.08554625280857 19.09341980603218 0.41428571428571426 False False 0.3 0.7 1.5 0.02 8 3 10.035451400093734 15.339623782751449 4.516202595491019 0.6195461096376178 3.3965756536401943 -2.4774382552906857 -2.7859520279850045 False 0.024 Inputed -17.356814889819997 -17.045782552876698 """""" """""" """"""
-0.06408373457699365 0.4632954930687204 -12.979382870666264 19.201284825412134 6934.562125449279 201.908401561037 46 27 27 34.99569439981133 48 True True 2020opy 239.107200193 23.3725405112 TDE 0.159 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 239.107200193 23.3725405112 TNS 2020opy ZTF20abjwvae 2020opy TDE 0.159 -0.2537956151397438 -0.015212660560131042 -0.19897356810017897 -0.14102335483453388 -0.015212660560131042 0.12471283159732849 26.990323229009316 26.990323229009316 8.005371170802011 8.005371170802011 59066.196111099795 59038.23241900001 18.703448313679623 18.703448313679623 18.985743027400186 0.5253521085612455 0.5930243596148571 0.5119442269340381 239.10718950409353 23.3723986433674 0.00038885542384781147 18.5183287278533 19.509757562940123 18.83153429912567 0.705 """""" """""" """""" """""" 0 False True all False False 0 0.5930243596148571 0.5119442269340381 239.10718950409353 23.3723986433674 0.00038885542384781147 18.5183287278533 19.509757562940123 18.83153429912567 0.705 False False 0.3 0.7 1.5 0.02 8 3 27.963692099787295 0.5119442269340381 0.5930243596148571 0.6782232638144521 0.8632768934930819 0.8063092492605008 -0.15420872827451504 False 0.159 Inputed -20.329664268164183 -20.611958981884747 """""" """""" """"""
-0.1442464666647246 0.21233915347990345 -5.441526596593675 18.465099020568854 5699.173643462806 98.78547586350328 52 45 45 61.974085699766874 67 True False 2020tft 77.4322125 3.89285 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 77.4322125 3.89285 TNS 2020tft ZTF20abzetdf 2020tft SNIa 0.07 -0.03000898486897441 0.6360197829391048 0.11147928789446482 0.26877842272676844 0.6360197829391048 1.0833647739478351 12.230182849353351 12.230182849353351 49.74390285041352 49.74390285041352 59111.380381899886 59104.45119210007 17.99177254709268 17.99177254709268 18.01885528922152 1.5168740613034488 0.9134775332802377 0.820482151412402 77.43202736 3.89298351 0.00024081246378360177 16.733524667787552 17.387197854614257 16.743615103936197 0.97 """""" """""" """""" """""" 0 False True all False False 0 0.9134775332802377 0.820482151412402 77.43202736 3.89298351 0.00024081246378360177 16.733524667787552 17.387197854614257 16.743615103936197 0.97 False False 0.3 0.7 1.5 0.02 8 3 6.929189799819142 0.820482151412402 0.9134775332802377 0.6435827506780605 0.8981963119181536 -0.6045746924784225 -1.2752401852853232 False 0.07 Inputed -19.476310662369276 -19.503393404498116 """""" """""" """"""
-0.002021098567570604 0.6791423857149855 -0.21813148064564025 17.924367917842524 4975.841965561473 136.1130283380922 69 49 49 73.96806709980592 46 True True 2021nkl 219.5739583333333 12.033630555555556 SNII 0.02884 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 219.5739583333333 12.033630555555556 TNS 2021nkl ZTF21abcmtev 2021nkl SNII 0.02884 0.08377707857785666 0.5791876121419648 0.19409696985447056 0.31309866124909647 0.5791876121419648 0.8864745222371866 197.20562226536265 197.20562226536265 -123.23755516555673 -123.23755516555673 59368.208240699954 59362.2271412001 17.805694892630978 17.805694892630978 17.81607144776299 5.137277950721488 5.1661439268200695 2.6550346626245163 219.573998813839 12.03436700176005 0.0027729030182551684 15.54834685771823 16.422028988456727 16.68451392008543 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 5.1661439268200695 2.6550346626245163 219.573998813839 12.03436700176005 0.0027729030182551684 15.54834685771823 16.422028988456727 16.68451392008543 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 5.9810994998551905 2.6550346626245163 5.1661439268200695 -0.2624849316287019 0.5139296737051569 -1.3836659041742507 -1.1315575276775611 False 0.02884 Inputed -17.732471081456346 -17.74284763658836 """""" """""" """"""
-0.15968762848525472 0.29782778067334587 -6.050811777358989 18.183385663175507 5886.45742012038 118.07168258247496 75 57 57 54.92888889973983 45 True True 2020orf 237.42949999999996 38.9951 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 237.42949999999996 38.9951 TNS 2020orf ZTF20abkacis 2020orf SNIa 0.06 -0.07696054624257798 0.4412060700263041 0.03591695638458958 0.15941864783942705 0.4412060700263041 0.7747205599251288 15.56235932666914 15.56235932666914 39.36652957307069 39.36652957307069 59054.263171299826 59040.235057900194 17.716399413232907 17.716399413232907 17.86561964360139 1.6730548976925195 2.4506822401437223 7.146882071889729 237.43011244975202 38.99702733804695 0.004572256819213916 16.754720253995657 17.34115214618444 17.01245752411425 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 6.800282530676518 237.428025021731 38.9966013663436 0.10207942234979117 21.49275019845605 21.482798416969775 21.85244916016102 0.5125 False False 0.3 0.7 1.5 0.02 8 3 14.028113399632275 7.146882071889729 2.4506822401437223 0.3286946220701914 2.916282639511271 -0.375247267048465 -0.8531621194871413 False 0.06 Inputed -19.28988133759641 -19.439101567964894 """""" """""" """"""
-0.17091179705814546 0.2162569418854406 -6.252555543204604 17.647222544208198 5735.861930144367 137.76676871615857 48 32 32 72.81193289998919 71 True True 2019eok 256.38192916666 12.568426 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 256.38192916666 12.568426 TNS 2019eok ZTF19aathcvn 2019eok SNIa 0.04 -0.05115582897072812 0.390574987981509 0.04704223094449844 0.15309175226083482 0.390574987981509 0.6652124274860007 13.765010612956793 13.765010612956793 59.046922287032395 59.046922287032395 58616.45798610011 58605.39994210005 16.996710529494827 16.996710529494827 17.201209459836807 4.977001704620198 3.1815659417626563 3.8405047832877957 256.3829562401595 12.56879089612055 0.005576658288920733 17.4209768355155 18.00986116874218 17.575910037608146 0.9899999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.1815659417626563 3.8405047832877957 256.3829562401595 12.56879089612055 0.005576658288920733 17.4209768355155 18.00986116874218 17.575910037608146 0.9899999999999999 False False 0.3 0.7 1.5 0.02 8 3 11.058044000063092 3.8405047832877957 3.1815659417626563 0.43395113113403383 1.207111483334547 1.0131506392473533 0.374700577771339 False 0.04 Inputed -19.06359542764461 -19.26809435798659 """""" """""" """"""
-0.10712771943793101 0.3180695512156221 -13.04032482360245 19.06711860224324 5712.232448522211 203.82670375911889 20 13 13 41.876574099995196 40 True True 2019bim 181.78074083333 1.3808170277777 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 181.78074083333 1.3808170277777 TNS 2019bim ZTF19aakrhzj 2019bim SNIa 0.09 -0.021236120030341255 0.26941782439566 0.045911494847103995 0.11664339451327521 0.26941782439566 0.4382506697165951 2.5489899499721425 2.5489899499721425 39.32758415002306 39.32758415002306 58543.29517359985 58538.398564800154 18.7332486486544 18.7332486486544 18.825207611182403 1.7531111433665323 1.7034871187464393 3.515907917011434 181.780963146889 1.37986601086085 0.005412853648256055 18.48040208046019 19.192858707977535 18.774280789164305 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.7034871187464393 3.515907917011434 181.780963146889 1.37986601086085 0.005412853648256055 18.48040208046019 19.192858707977535 18.774280789164305 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 4.896608799695969 3.515907917011434 1.7034871187464393 0.4185779188132308 2.063947463012645 0.45961005932313626 -0.050926822018098505 False 0.09 Inputed -19.225177033996832 -19.317135996524836 """""" """""" """"""
-0.15126021523624028 0.2948313026453968 -6.550326981641053 19.118221419782394 5652.257245026374 136.5745419606435 40 22 22 38.02612269995734 33 True True 2021kun 166.41407083333334 19.460291666666667 SNIa 0.097 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 166.41407083333334 19.460291666666667 TNS 2021kun ZTF21aaxxjen 2021kun SNIa 0.097 -0.02849453470687635 0.4257407730192533 0.07243805844439777 0.18147129906410697 0.4257407730192533 0.7083987707572774 8.561786035989925 8.561786035989925 29.464336663967416 29.464336663967416 59342.2291898001 59335.19158559991 18.687333645702083 18.687333645702083 18.769811933312894 0.9161197415184295 1.7225227060178503 0.8147663853084565 166.4143015330555 19.46035417605725 0.0005042655238552962 16.207035930234788 17.273570454403163 16.51826817071438 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.7225227060178503 0.8147663853084565 166.4143015330555 19.46035417605725 0.0005042655238552962 16.207035930234788 17.273570454403163 16.51826817071438 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 7.0376042001880705 0.8147663853084565 1.7225227060178503 0.7553022836887848 0.47300763145935165 -1.4137631912989193 -2.2515437625985157 False 0.097 Inputed -19.446430091601638 -19.52890837921245 """""" """""" """"""
-0.15512607016459018 0.12853690896079864 -19.5640665246763 17.530837300406507 4678.010173102465 190.4288339957638 97 24 24 74.95756949996576 44 True True 2019bjv 246.41101833333 47.437280805555 SNIc 0.0265 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 246.41101833333 47.437280805555 TNS 2019bjv ZTF19aafmyow 2019bjv SNIc 0.0265 0.3400770907812358 0.7390443687177992 0.43219374624761997 0.5292551246197235 0.7390443687177992 0.9712207210510471 20.679895047230538 20.679895047230538 54.27767445273522 54.27767445273522 58538.50785879977 58511.48887730017 16.940108550323405 17.266160355457217 16.940108550323405 3.472297812694835 1.3843262072817482 0.276549130796021 246.410934037564 47.4373322857466 0.0026481938298327234 19.025020531709195 19.46738414420247 19.17039211029857 0.9899999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.3843262072817482 0.276549130796021 246.410934037564 47.4373322857466 0.0026481938298327234 19.025020531709195 19.46738414420247 19.17039211029857 0.9899999999999999 False False 0.3 0.7 1.5 0.02 8 3 27.01898149959743 0.276549130796021 1.3843262072817482 0.29699203390389783 0.1997716501654987 2.201223788745253 2.2302835599751667 False 0.0265 Inputed -18.423420983666116 -18.097369178532304 """""" """""" """"""
-0.022757585515818662 0.38946019694061673 -30.55785790357229 19.39549155023274 5524.186964176385 291.1150908050692 88 43 43 74.86143520008773 65 True False 2020aewh 111.617375 12.451444 SLSN-I 0.345 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 111.617375 12.451444 TNS 2020aewh ZTF20acwmyzx 2020aewh SLSN-I 0.345 0.08207951678598846 0.29519178848786964 0.13254838945908176 0.18485714292194544 0.29519178848786964 0.4134913278676464 74.76097879962902 74.76097879962902 0.10045640045870385 0.10045640045870385 59254.25372690009 59190.37134259986 19.20474141710947 19.228256664679822 19.20474141710947 0.16625729222842683 0.7 2.558043529552458 111.61801045 12.45179024 0.05036728609732277 22.81 23.64 21.578509989833833 0.9 """""" """""" """""" """""" 0 False True all False False 0 0.7 2.558043529552458 111.61801045 12.45179024 0.05036728609732277 22.81 23.64 21.578509989833833 0.9 False False 0.3 0.7 1.5 0.02 8 3 63.882384300231934 2.558043529552458 0.7 2.0614900101661675 3.6543478993606544 4.411743335320178 2.3737685727243623 False 0.345 Inputed -21.84879990592949 -21.825284658359138 """""" """""" """"""
-0.11832551056488873 0.31767185415980714 -22.935743234080267 18.229063298860545 5405.581977958249 171.43229141620762 34 20 20 30.898171300068498 56 True True 2021bsp 116.81524583333331 -2.179463888888889 SNIa 0.055 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 116.81524583333331 -2.179463888888889 TNS 2021bsp ZTF21aagofpx 2021bsp SNIa 0.055 0.15694563533936545 0.5575217617056758 0.24840339911893494 0.34547874338251816 0.5575217617056758 0.7952963911300017 -13.202081273727062 -13.202081273727062 44.10025257379556 44.10025257379556 59249.296134300064 59249.253842600156 18.315965594291246 18.34164880872827 18.315965594291246 2.1433231555051644 3.0733122988253028 0.41892006184025454 116.815356817519 -2.179499124242475 0.0026542042630512963 16.93577293512583 17.850798449826243 17.23915353121519 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.0733122988253028 0.41892006184025454 116.815356817519 -2.179499124242475 0.0026542042630512963 16.93577293512583 17.850798449826243 17.23915353121519 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 0.04229169990867376 0.41892006184025454 3.0733122988253028 0.6116449186110522 0.1363089790778426 -0.49085035890202633 -1.076812063076055 False 0.055 Inputed -18.648080312393674 -18.62239709795665 """""" """""" """"""
-0.15235818778170007 0.1704547944091394 -8.662232203409923 17.29657793132323 3974.1755820816647 198.39676617698234 18 14 14 67.85534719983116 75 True False 2020aqe 175.874 -16.7981 SNII 0.012255 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 175.874 -16.7981 TNS 2020aqe ZTF20aaieyup 2020aqe SNII 0.012255 0.5272715747170231 0.9492890963625555 0.625175765833383 0.7280114623456981 0.9492890963625555 1.1928330813927275 14.930864659598296 14.930864659598296 52.92448254023286 52.92448254023286 58885.48415509984 58873.50372690009 16.74511893220428 17.120316852652113 16.74511893220428 11.873938812937798 5.005849834523575 6.233967492038392 175.87428361 -16.79638976 0.0005917801226092978 13.250159156692028 15.85015059261322 13.65964343984127 1.0 """""" """""" """""" """""" 0 False True all False False 0 5.005849834523575 6.233967492038392 175.87428361 -16.79638976 0.0005917801226092978 13.250159156692028 15.85015059261322 13.65964343984127 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.98042819974944 6.233967492038392 5.005849834523575 2.19050715277195 1.2453364959222157 -1.2701662600388932 -3.0854754923630114 False 0.012255 Inputed -16.93588139626645 -16.560683475818617 """""" """""" """"""
-0.19332425819887827 0.2631805518389516 -4.094949579473721 18.759272702071307 5439.397642260303 89.98464949036895 27 15 15 31.762499999720603 25 True False 2018jvy 111.12744208333 49.965842111111 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 111.12744208333 49.965842111111 TNS 2018jvy ZTF18acuscgc 2018jvy SNIa 0.07 0.02005393276763101 0.795317768365905 0.18243385146951852 0.3645703662992261 0.795317768365905 1.328716738081944 9.710107167513438 9.710107167513438 22.052392832207165 22.052392832207165 58468.415011600126 58461.51501160022 18.34632510717452 18.34632510717452 18.451956713586522 1.6907093811304208 0.7495696247787833 0.41421399016314725 111.12726324 49.96584423 0.0004978521091670851 18.355011682510376 19.40769205107689 18.720458832502366 0.9400000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.7495696247787833 0.41421399016314725 111.12726324 49.96584423 0.0004978521091670851 18.355011682510376 19.40769205107689 18.720458832502366 0.9400000000000001 False False 0.3 0.7 1.5 0.02 8 3 6.899999999906868 0.41421399016314725 0.7495696247787833 0.6872332185745229 0.5526024220703876 1.061366943902371 0.2685021189158441 False 0.07 Inputed -19.043209238004273 -19.148840844416277 """""" """""" """"""
-0.1675864332343072 0.19294843196618433 -8.787867044742224 17.813351623946506 5071.921865638778 113.40403639394309 54 34 34 62.83937499998137 38 True True 2020zgh 18.972637499999998 0.01600277777777778 SNIa 0.045 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 18.972637499999998 0.01600277777777778 TNS 2020zgh ZTF20acpknjk 2020zgh SNIa 0.045 0.1682684658023028 0.8172659507460516 0.309752354995549 0.46444805210008155 0.8172659507460516 1.2351641340809607 11.957816582117282 11.957816582117282 50.88155841786409 50.88155841786409 59175.19659719989 59164.26872690022 17.201180987729433 17.359936562632218 17.201180987729433 5.067564630645675 1.2563891637810503 0.9720312615777859 18.97241450104365 0.015850540598931248 0.0010896431475097001 17.940090827347042 19.001286315741538 18.299908771612643 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.2563891637810503 0.9720312615777859 18.97241450104365 0.015850540598931248 0.0010896431475097001 17.940090827347042 19.001286315741538 18.299908771612643 0.99 False False 0.3 0.7 1.5 0.02 8 3 10.92787029966712 0.9720312615777859 1.2563891637810503 0.7013775441288956 0.7736705231144295 1.6413497531093206 1.0987277838832092 False 0.045 Inputed -19.32199445201847 -19.163238877115685 """""" """""" """"""
-0.14201166372657645 0.47031512491010796 -4.236913595987852 17.79160582206411 5791.24068185144 129.34959768827855 69 32 32 30.99594910023734 103 True True 2020zds 282.7912083333333 39.94328888888889 SNIa 0.053987 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 282.7912083333333 39.94328888888889 TNS 2020zds ZTF20acoxtxr 2020zds SNIa 0.053987 -0.07973646013207869 0.3847018309375372 0.022645674253034542 0.1338140755758488 0.3847018309375372 0.6776348613707341 15.116506645170766 15.116506645170766 15.879442455066574 15.879442455066574 59171.14592589997 59157.104409699794 17.499750901896917 17.499750901896917 17.63520884435561 0.38653154654295874 6.762086550932077 10.131245180471407 282.79472982363154 39.944083101036 0.001967443048203843 13.885558643913269 15.134851346216202 14.320197754077912 0.9944444444444444 """""" """""" """""" """""" 4 True True all False False 0 3.8812078998762214 5.449946099396607 282.79267376 39.94227424 0.0013536083208081084 14.91312681875229 19.82174420619011 15.25325206823349 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.041516200173646 10.131245180471407 6.762086550932077 0.8146535921382903 1.4982424587681342 -2.364899555680715 -3.3150110902776984 False 0.053987 Inputed -19.28795676607302 -19.423414708531713 """""" """""" """"""
-0.21209742633058287 0.16795305891974485 -11.228850093960439 19.164022998110788 5400.1147056790105 193.75201407208374 42 29 29 64.77042829990387 35 True True 2021bqo 188.74309166666666 45.449211111111104 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 188.74309166666666 45.449211111111104 TNS 2021bqo ZTF21aagtexi 2021bqo SNIa 0.08 0.04746557178183508 0.37131620682584554 0.12206270792319884 0.20079133130826676 0.37131620682584554 0.5604562417696144 9.140119869132045 9.140119869132045 55.63030843077183 55.63030843077183 59260.412476900034 59248.455069399904 18.5591304481964 18.559135101762653 18.5591304481964 1.2989164197388718 0.9629817528127634 0.3272247840250099 188.742968129679 45.4491837068792 0.0010191220609482299 18.69809744931787 19.849941821778415 18.994067593111396 0.9649999999999999 """""" """""" """""" """""" 0 False True all False False 0 0.9629817528127634 0.3272247840250099 188.742968129679 45.4491837068792 0.0010191220609482299 18.69809744931787 19.849941821778415 18.994067593111396 0.9649999999999999 False False 0.3 0.7 1.5 0.02 8 3 11.957407500129193 0.3272247840250099 0.9629817528127634 0.8558742286670196 0.33980372220888133 1.2908067200157625 0.434937144914997 False 0.08 Inputed -19.23080357387498 -19.230798920308725 """""" """""" """"""
-0.15002003328047764 0.221268238879237 -6.285444483810334 16.987835414931038 5117.5465593576055 126.01560076514441 42 29 29 52.99982640007511 80 True False 2021glv 257.5905 -3.231072222222222 SNIa 0.029 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 257.5905 -3.231072222222222 TNS 2021glv ZTF21aaqecpl 2021glv SNIa 0.029 0.11326459291167268 0.666143149262254 0.2353245740655332 0.3677180349219711 0.666143149262254 1.0143270094990129 15.810731535085186 15.810731535085186 37.189094864989926 37.189094864989926 59304.48373840004 59292.44208330009 16.4993504618754 16.4993504618754 16.55381219378303 1.4280570539136157 6.021148531880566 8.4116658275237 257.58833816 -3.23017731 0.001551538159434207 13.94146110906601 14.85671948776245 14.131977796173096 0.96 """""" """""" """""" """""" 0 False True all False False 0 6.021148531880566 8.4116658275237 257.58833816 -3.23017731 0.001551538159434207 13.94146110906601 14.85671948776245 14.131977796173096 0.96 False False 0.3 0.7 1.5 0.02 8 3 12.04165509995073 8.4116658275237 6.021148531880566 0.7247416915893545 1.3970201503892334 -1.6426309741129508 -2.421834397609935 False 0.029 Inputed -19.006830348336695 -19.061292080244325 """""" """""" """"""
-0.004321391827106687 0.45750738965987187 -12.610074659631895 17.31493790456843 4261.549809711369 287.0313266607464 60 39 39 74.96498849987984 33 True False 2019lhq 58.014667083333 7.09985 SNII 0.029 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 58.014667083333 7.09985 TNS 2019lhq ZTF19abkgjmj 2019lhq SNII 0.029 0.3999352052876226 0.6641811111125762 0.462628814920123 0.5275270467315494 0.6641811111125762 0.8104061281740975 172.36554776692438 172.36554776692438 -97.40055926704454 -97.40055926704454 58698.48850690015 58694.46436339989 17.24898289380177 17.534122984567745 17.24898289380177 0.4486998126786376 3.9335456409840734 8.27446287961141 58.01372404 7.10194933 0.005621769051907366 16.301633790302276 16.784257655715944 16.44298550081253 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.9335456409840734 8.27446287961141 58.01372404 7.10194933 0.005621769051907366 16.301633790302276 16.784257655715944 16.44298550081253 1.0 False False 0.3 0.7 1.5 0.02 8 3 4.024143500253558 8.27446287961141 3.9335456409840734 0.34127215490341456 2.103563460252961 -0.7498653288518007 -0.8059973929892408 False 0.029 Inputed -18.311659648317956 -18.026519557551982 """""" """""" """"""
-0.15535636660602717 0.21886817866224173 -25.615878854263556 17.43099904930335 5336.76358398836 251.60713640263597 28 28 28 71.93888889998198 51 True True 2020jck 322.9488041666666 -1.0390694444444446 SNIa 0.0515 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 322.9488041666666 -1.0390694444444446 TNS 2020jck ZTF20aazewcq 2020jck SNIa 0.0515 0.12807812691442066 0.385612319787473 0.18858272021052613 0.25162075134238293 0.385612319787473 0.5307094456002304 -15.836520032335963 -15.836520032335963 87.77540893231794 87.77540893231794 58979.43842589995 58979.43842589995 17.316798966609685 17.316798966609685 17.50420091048946 7.0607010848340686 4.064577180688814 2.380617477485766 322.9494603053205 -1.03915262120652 0.0016177073789745977 15.445473840950728 16.550003435275556 15.868331472325325 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.064577180688814 2.380617477485766 322.9494603053205 -1.03915262120652 0.0016177073789745977 15.445473840950728 16.550003435275556 15.868331472325325 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 2.380617477485766 4.064577180688814 0.6816719629502312 0.585698677047222 -0.7667955313341288 -1.6358694381641339 False 0.0515 Inputed -19.315290333328953 -19.502692277208727 """""" """""" """"""
-0.14944056765694597 0.17364056610103373 -9.729638456111267 19.00228007729969 5685.334335445813 93.07606710114445 41 30 30 66.97480319999158 44 True True 2020hyg 201.30249583333332 20.16626111111111 SNIa 0.084 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 201.30249583333332 20.16626111111111 TNS 2020hyg ZTF20aavrukn 2020hyg SNIa 0.084 0.0406059499358129 0.7954065970902278 0.19973283369328954 0.3774829698579296 0.7954065970902278 1.3092592471021902 18.995782618535976 18.995782618535976 47.97902058145561 47.97902058145561 58971.27325229999 58954.26331020007 18.45632245706545 18.45632245706545 18.524323603777955 1.1194174541780857 2.195505018825716 3.3187069133111566 201.301515275105 20.1663122030271 0.005160822119650854 18.10925409390211 18.614460434150693 18.303570708712936 0.9550000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.195505018825716 3.3187069133111566 201.301515275105 20.1663122030271 0.005160822119650854 18.10925409390211 18.614460434150693 18.303570708712936 0.9550000000000001 False False 0.3 0.7 1.5 0.02 8 3 17.00994209991768 3.3187069133111566 2.195505018825716 0.3108897254377574 1.5115915859241327 0.1581379770852429 -0.2207528950650186 False 0.084 Inputed -19.373446426303527 -19.44144757301603 """""" """""" """"""
-0.16242058621558395 0.18571758060924928 -9.19741295024621 18.778078767677336 5422.094126959786 121.36307934955704 48 29 29 61.88746530003846 43 True True 2020til 341.78925416666664 -5.591427777777778 SNIa 0.094 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 341.78925416666664 -5.591427777777778 TNS 2020til ZTF20abzaknn 2020til SNIa 0.094 0.06696952206674212 0.6264577828042164 0.1897725544768356 0.3234734251424456 0.6264577828042164 0.9822675794525644 11.184145131969547 11.184145131969547 50.70332016806891 50.70332016806891 59117.316365700215 59107.30004630005 18.157702184050095 18.157702184050095 18.271167119913144 2.4307548510299353 2.3099064644336273 5.144023543945458 341.7906101930025 -5.590958320892176 0.0011177514719997728 15.493050850550532 16.438040424734353 15.87377442079067 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.3099064644336273 5.144023543945458 341.7906101930025 -5.590958320892176 0.0011177514719997728 15.493050850550532 16.438040424734353 15.87377442079067 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 10.01631940016523 5.144023543945458 2.3099064644336273 0.5642660039436826 2.2269401913668987 -1.7196617593157413 -2.3973926991224737 False 0.094 Inputed -19.875486279474828 -19.988951215337877 """""" """""" """"""
-0.008656443207791197 0.389223360959821 -22.33426829136078 17.965799838532202 4710.623777283747 261.3011191855078 36 11 11 59.006805500015616 72 True True 2018hon 295.31533375 63.1981975 SNII 0.081 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 295.31533375 63.1981975 TNS 2018hon ZTF18acbwopo 2018hon SNII 0.081 0.2992178075322762 0.5750119353227703 0.3642653519497685 0.43186229075492477 0.5750119353227703 0.7293103967198569 119.71823209054958 119.71823209054958 -60.71142659053396 -60.71142659053396 58456.15790509991 58423.11113430001 17.884080214249533 18.04065091276778 17.884080214249533 0.3582860560726119 1.7480259491726449 0.2640508177554081 295.3153390418415 63.198270808626845 0.0008289431217101129 16.886843660373685 17.299790049562453 17.214964147765635 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.7480259491726449 0.2640508177554081 295.3153390418415 63.198270808626845 0.0008289431217101129 16.886843660373685 17.299790049562453 17.214964147765635 0.975 False False 0.3 0.7 1.5 0.02 8 3 33.04677079990506 0.2640508177554081 1.7480259491726449 0.08482590179681893 0.15105657778157444 -0.7408608632053273 -0.6691160664838982 False 0.081 Inputed -19.933303144399787 -19.77673244588154 """""" """""" """"""
-0.20679315019576558 0.4416660271041545 -1.4778419550352895 18.146185264819305 5798.4665452783365 211.84137257412794 8 8 8 10.015729200094938 69 True False 2021brc 288.22429166666666 50.40115 SNIa 0.054368 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 288.22429166666666 50.40115 TNS 2021brc ZTF18aatrllk 2021brc SNIa 0.054368 -0.11355153759793879 0.14459517890466955 -0.05383143851602412 0.009020226050097335 0.14459517890466955 0.294158662224941 2.47393921626277 2.47393921626277 7.541789983832168 7.541789983832168 59248.5154281999 59248.5154281999 17.89764320370619 17.89764320370619 17.910495364866627 3.1829876698827624 5.79177532256584 1.5808505615794772 288.2240778 50.40156743 0.001343972314080677 14.35322518646717 15.49552895746231 14.733081542253494 0.95 """""" """""" """""" """""" 0 False True all False False 0 5.79177532256584 1.5808505615794772 288.2240778 50.40156743 0.001343972314080677 14.35322518646717 15.49552895746231 14.733081542253494 0.95 False False 0.3 0.7 1.5 0.02 8 3 0.0 1.5808505615794772 5.79177532256584 0.7624474152088165 0.27294749425451426 -2.402114246243878 -3.1774138226131328 False 0.054368 Inputed -19.02813408762762 -19.04098624878806 """""" """""" """"""
-0.16427950939004748 0.2568325779998309 -6.721951954487309 18.277358008179448 5737.228059432022 183.74810600027524 48 32 32 72.70055560022593 33 True True 2019uet 129.385625 53.583819444444444 SNIa 0.062283 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 129.385625 53.583819444444444 TNS 2019uet ZTF19acojxzo 2019uet SNIa 0.062283 -0.06285844212223068 0.25261964128107195 0.009342020787190819 0.08586326056746785 0.25261964128107195 0.4389823783254734 14.54990957046557 14.54990957046557 58.15064602976035 58.15064602976035 58804.495509299915 58791.498148099985 17.745504108531847 17.745504108531847 17.92214917845357 1.869339705643847 3.428435368857161 2.8908325653696565 129.385106876686 53.58307767950185 0.0027033031482558423 16.462907601242065 17.532149876105784 16.587330557579996 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.428435368857161 2.8908325653696565 129.385106876686 53.58307767950185 0.0027033031482558423 16.462907601242065 17.532149876105784 16.587330557579996 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 12.99736119993031 2.8908325653696565 3.428435368857161 0.9448193185257878 0.8431929595724857 -0.2133542324260631 -1.3348186208735733 False 0.062283 Inputed -19.315579851067053 -19.492224920988775 """""" """""" """"""
-0.1644413079204624 0.2261538647996028 -8.55211644611872 18.54626354376957 5893.249651413016 80.86000823624005 52 40 40 60.89180550025776 47 True True 2021iai 205.8780958333333 9.623408333333334 SNIa 0.06975 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 205.8780958333333 9.623408333333334 TNS 2021iai ZTF21aarhzdh 2021iai SNIa 0.06975 -0.0070395688865119155 0.8615374832232625 0.17111560363939304 0.37360365778019045 0.8615374832232625 1.4798172249589392 14.567396084404619 14.567396084404619 46.32440941585314 46.32440941585314 59319.4123958 59305.33282409981 18.005324690091218 18.005324690091218 18.21873260368271 2.670326620977729 2.0830216517691653 8.641771163263966 205.8795658596415 9.621494759728389 0.005635053725393302 16.762866690131425 17.552126531611684 17.103750037961007 1.0 """""" """""" """""" """""" 2 False True all False False 0 0.7635916187396428 3.956281198321551 205.878507753898 9.62238716179577 0.01747494953109552 20.408851805531977 21.607745174393653 21.16294869799137 0.30999999999999994 False False 0.3 0.7 1.5 0.02 8 3 14.079571700189263 8.641771163263966 2.0830216517691653 0.44837649365067733 4.148670829189069 -0.45319815847953393 -1.1149825657217036 False 0.06975 Inputed -19.268542437189762 -19.481950350781254 """""" """""" """"""
-0.13923889775669937 0.3406128152463166 -6.373403572423216 17.890688277667785 6377.181999780932 286.04947796022384 14 14 14 68.92739580012858 52 True True 2018hzx 17.162957916666 20.079919 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 17.162957916666 20.079919 TNS 2018hzx ZTF18accrorf 2018hzx SNIa 0.04 -0.20774229730485416 -0.037099709633494626 -0.16751942284368937 -0.12570234228294908 -0.037099709633494626 0.05844349713501629 14.400410384631678 14.400410384631678 54.5269854154969 54.5269854154969 58437.23497689981 58424.19613429997 17.351511403143366 17.351511403143366 17.501123221469037 4.127019684907618 2.867820238115984 4.198919812156852 17.1619368080553 20.0792551858975 0.0006868920006711798 14.779033377331496 15.566737246303557 15.103579076271057 0.99 """""" """""" """""" """""" 0 False True all False False 0 2.867820238115984 4.198919812156852 17.1619368080553 20.0792551858975 0.0006868920006711798 14.779033377331496 15.566737246303557 15.103579076271057 0.99 False False 0.3 0.7 1.5 0.02 8 3 13.038842599838972 4.198919812156852 2.867820238115984 0.46315817003250004 1.4641502826255717 -1.7847741568398092 -2.3975441451979798 False 0.04 Inputed -18.76368166601238 -18.913293484338052 """""" """""" """"""
-0.13688942636409834 0.3235456311617706 -8.02829151449685 19.215126342741677 5603.850249985238 130.6238337643086 64 41 41 38.00141210015863 25 True False 2020vfa 12.097241666666665 -21.95873611111111 SNIa 0.097 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 12.097241666666665 -21.95873611111111 TNS 2020vfa ZTF20achsfcq 2020vfa SNIa 0.097 0.0011444611312150244 0.4904655938308835 0.10937398387515529 0.22663465370475322 0.4904655938308835 0.7974360451141713 11.24926239544412 11.24926239544412 26.752149704714512 26.752149704714512 59141.306504600216 59130.272210599855 18.89046792025514 18.89046792025514 18.895410054290394 0.538784601333946 1.6411211406745068 8.965656457871935 12.09557379 -21.95678431 0.004883719683044796 16.58668894045353 18.11759976966977 17.108301916372778 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.720277033826484 7.410715660404546 12.0958249 -21.96032073 0.15797324827476356 21.88829426203072 22.669709436798097 22.535609039127827 0.0 False False 0.3 0.7 1.5 0.02 8 3 11.034294000361115 8.965656457871935 1.6411211406745068 1.0092978532969923 5.463128976686644 -0.7728681505853707 -1.7871081379176168 False 0.097 Inputed -19.320831970624138 -19.32577410465939 """""" """""" """"""
-0.17030638682764393 0.19881667594813976 -8.920098825538957 18.621797152822268 6319.97612853811 77.41911119017226 93 61 61 53.85855320002884 68 True False 2021udt 278.03199166666667 49.34747222222222 SNIa 0.074 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 278.03199166666667 49.34747222222222 TNS 2021udt ZTF21abotuqo 2021udt SNIa 0.074 -0.08594933008691186 0.7777394648462241 0.08907771821926858 0.2895509533670477 0.7777394648462241 1.4038558253409548 15.490157276617522 15.490157276617522 38.36839592341131 38.36839592341131 59429.310000000056 59414.38483799994 17.959069066406656 17.959069066406656 18.161688059234006 1.1882298282621977 4.19482403712387 2.982052394743515 278.03255686 49.34673021 0.004305291110809573 16.604126068353654 17.025897362613676 16.774136102867125 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.19482403712387 2.982052394743515 278.03255686 49.34673021 0.004305291110809573 16.604126068353654 17.025897362613676 16.774136102867125 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.92516200011596 2.982052394743515 4.19482403712387 0.2517612597465515 0.7108885541687997 -0.9331717037929792 -1.387551956366881 False 0.074 Inputed -19.45608421422536 -19.65870320705271 """""" """""" """"""
-0.09493868756637301 0.3733074055505564 -23.452317124504525 18.75182796286903 6511.820535501366 221.72160996251398 16 10 10 47.83785879984498 39 True True 2019yfu 191.40149999999997 1.1836083333333334 SNIa 0.0845 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 191.40149999999997 1.1836083333333334 TNS 2019yfu ZTF20aabqkla 2019yfu SNIa 0.0845 -0.13458992222525268 0.10643114511246665 -0.07866014784467623 -0.01991536708663233 0.10643114511246665 0.2452975775798052 -13.050703462670509 -13.050703462670509 60.88856226251549 60.88856226251549 58850.54342589993 58850.52064809995 18.540014738063803 18.540014738063803 18.727441305383273 1.1099985903263259 3.2224846151374504 8.080305737300291 191.4020192030475 1.1814246540745 0.007894221938563484 17.01187855730295 17.64920874736905 17.164886170021298 0.9800000000000001 """""" """""" """""" """""" 3 False True all False False 0 1.0313614416054986 4.486234869447687 191.40249799197449 1.184354920745115 0.09386572305929863 22.273517874202728 22.176463161735533 22.800107228189706 0.2 False False 0.3 0.7 1.5 0.02 8 3 0.022777799982577562 8.080305737300291 3.2224846151374504 0.4843225773477542 2.5074769013150546 -0.8908059906947514 -1.5625551353619755 False 0.0845 Inputed -19.183450682038906 -19.370877249358376 """""" """""" """"""
-0.11139788754873867 0.360762864447412 -1.496553981626974 18.266898238705625 6062.017405603284 71.96668437791843 58 38 38 51.85298610012978 89 True True 2021gyw 281.88222083333335 64.46884444444444 SNIa 0.085 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 281.88222083333335 64.46884444444444 TNS 2021gyw ZTF21aapvxnf 2021gyw SNIa 0.085 -0.15068212966745165 0.7488341830636003 0.02815910915941444 0.23548540474750013 0.7488341830636003 1.4201867205943977 20.6681226265899 20.6681226265899 31.184863473539885 31.184863473539885 59304.50421300018 59291.49172449997 17.920808609355454 17.920808609355454 18.094360584778414 0.8646961020841472 2.4133009183357554 0.2497676352239359 281.882112311389 64.4688956874563 0.000565448976619698 15.538338229660987 16.914085396108625 16.013994791374206 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.4133009183357554 0.2497676352239359 281.882112311389 64.4688956874563 0.000565448976619698 15.538338229660987 16.914085396108625 16.013994791374206 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 13.012488500215113 0.2497676352239359 2.4133009183357554 0.9000906047344195 0.10349626659744489 -1.0067232132468291 -2.0803657934042086 False 0.085 Inputed -19.82957703118453 -20.00312900660749 """""" """""" """"""
-0.11355583426390789 0.3791176950809569 -9.085742405101913 19.817741231310688 5908.585095666354 201.10805954242537 55 24 24 19.983541699592024 35 True True 2020juq 236.28671666666665 21.87825 SNIa 0.12 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 236.28671666666665 21.87825 TNS 2020juq ZTF20aaznoxg 2020juq SNIa 0.12 -0.08939319906058074 0.1897267041662971 -0.02505745970955786 0.042813745300314565 0.1897267041662971 0.35251657757464727 7.457589335515777 7.457589335515777 12.525952364076247 12.525952364076247 58986.38309030002 58978.38100690022 19.375834957166465 19.375834957166465 19.587055829948284 0.42748168936899367 1.4999858634800545 0.5331458901662575 236.2865631567085 21.87820951111575 0.0010561461847505837 17.575135136330125 18.821056727011204 17.98536130450487 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.4999858634800545 0.5331458901662575 236.2865631567085 21.87820951111575 0.0010561461847505837 17.575135136330125 18.821056727011204 17.98536130450487 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.002083399798721 0.5331458901662575 1.4999858634800545 0.8356954225063333 0.35543394317685634 -0.5547782301552608 -1.6016945254434134 False 0.12 Inputed -19.101387495806232 -19.31260836858805 """""" """""" """"""
-0.0378696845426938 0.3774200155166825 -8.427423735784767 18.596383842021684 6130.831368794767 206.70332175570823 144 114 114 72.88949079997838 36 True True 2019wib 154.8715 27.883719444444445 SNII 0.050575 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 154.8715 27.883719444444445 TNS 2019wib ZTF19acxowrr 2019wib SNII 0.050575 -0.14027773472263405 0.11881079914443404 -0.0804856163710923 -0.017458270133491993 0.11881079914443404 0.26957926388449494 28.334173127897014 28.334173127897014 44.55531767208136 44.55531767208136 58838.472395800054 58827.44105320005 18.134698171400856 18.134698171400856 18.29823042671526 0.9761335549496576 3.550441019998908 3.7448142039065897 154.871741707349 27.88473749494345 0.0006201874544186081 14.32436484815836 15.337428692159653 14.67223754624009 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 3.550441019998908 3.7448142039065897 154.871741707349 27.88473749494345 0.0006201874544186081 14.32436484815836 15.337428692159653 14.67223754624009 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 11.03134260000661 3.7448142039065897 3.550441019998908 0.6651911459195627 1.0547462083760348 -2.797269479241203 -3.62599288047517 False 0.050575 Inputed -18.481431799580726 -18.64496405489513 """""" """""" """"""
-0.009418110168562234 0.3855176127244236 -18.821670316722603 18.9875602532044 4184.449457000667 294.0466082236953 72 28 28 72.97364589991048 92 True False 2019aafi 337.9924166666666 43.83947222222223 SNIIn 0.117 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 337.9924166666666 43.83947222222223 TNS 2019aafi ZTF19aaprwuv 2019aafi SNIIn 0.117 0.4690382992179636 0.7364207815939388 0.5325810977101817 0.598286621636845 0.7364207815939388 0.8839309326592542 133.33267600787923 133.33267600787923 -60.359030107968735 -60.359030107968735 58652.444583300035 58601.49614580022 18.789948972840772 19.185455094038147 18.789948972840772 0.37475927017727767 0.9193361139772991 0.41537524441221685 337.99257185 43.83950023 0.006118032988601252 21.154234712696077 22.26245684337616 21.88627597541809 0.575 """""" """""" """""" """""" 0 False True all False False 0 0.9193361139772991 0.41537524441221685 337.99257185 43.83950023 0.006118032988601252 21.154234712696077 22.26245684337616 21.88627597541809 0.575 False False 0.3 0.7 1.5 0.02 8 3 50.948437499813735 0.41537524441221685 0.9193361139772991 0.3761808679580696 0.4518208717105544 3.077001749338013 3.0963270025773184 False 0.117 Inputed -19.842226998771167 -19.446720877573792 """""" """""" """"""
-0.16284056935918942 0.18879374790859613 -7.951428120219608 18.99585792054332 4087.1159582094947 157.36208558758256 30 23 23 55.9174537002109 52 True False 2019ewz 283.69282458333 55.172434388888 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 283.69282458333 55.172434388888 TNS 2019ewz ZTF19aaulzvc 2019ewz SNIa 0.07 0.4876055161317936 1.0227247516893065 0.6092922227913959 0.7387692930314991 1.0227247516893065 1.3429998749748044 16.286413444311258 16.286413444311258 39.63104025589964 39.63104025589964 58619.429803200066 58605.429583299905 18.429261239461795 18.86107040632723 18.429261239461795 1.3492982516507015 2.851778567602049 3.1904798518070607 283.6940161 55.17300217 0.0038308758108318575 17.26419467316866 18.236587252950667 17.599195825529097 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.851778567602049 3.1904798518070607 283.6940161 55.17300217 0.0038308758108318575 17.26419467316866 18.236587252950667 17.599195825529097 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.000219900161028 3.1904798518070607 2.851778567602049 0.6373914274215693 1.1187684373719846 -0.6244831533765627 -0.8300654139326973 False 0.07 Inputed -19.065904712129 -18.634095545263566 """""" """""" """"""
-0.2727895186817485 0.6507124061101326 -1.1952540894502333 16.567531367295494 6470.541063200006 208.24208420005675 41 20 20 10.887881999835372 66 True True 2018fvt 337.92277916666 36.848229555555 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 337.92277916666 36.848229555555 TNS 2018fvt ZTF18abtizrj 2018fvt CV 0.0 -0.2421944545255954 -0.008916013537447753 -0.18844021861423954 -0.13172248437512124 -0.008916013537447753 0.12720843044691676 0.379907261867503 0.379907261867503 10.507974737967869 10.507974737967869 58730.30709489994 58730.30709489994 16.262981562051987 16.262981562051987 16.49687163350094 8.02261406322651 0.8027803230894381 0.07955706220058012 337.92276617863297 36.848249058166644 0.006571063859578508 21.66766003025055 21.167291145133973 21.259319429244997 0.46875 """""" """""" """""" """""" 0 False True all False False 0 0.8027803230894381 0.07955706220058012 337.92276617863297 36.848249058166644 0.006571063859578508 21.66766003025055 21.167291145133973 21.259319429244997 0.46875 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.07955706220058012 0.8027803230894381 -0.0920282841110236 0.09910190859488298 4.904309583081986 4.762447795744055 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.09435823889156092 0.25296387074492194 -4.544781222449386 19.55284720854437 5279.63783367473 203.635958713995 13 6 6 12.960601799655706 44 True True 2020add 155.00939166666666 6.631794444444445 SNIa 0.108 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 155.00939166666666 6.631794444444445 TNS 2020add ZTF20aagwczh 2020add SNIa 0.108 0.029205902092947156 0.3316003466097506 0.0991179584177928 0.17272558017237927 0.3316003466097506 0.5070298474917543 13.975700255571898 13.975700255571898 -1.015098455916192 -1.015098455916192 58867.372500000056 58863.4189352002 19.30209088234175 19.31543699104689 19.30209088234175 6.120600839473407 3.3066190826764075 4.134169244699634 155.0088467951075 6.630781601157705 0.002287883357431797 16.11945363703549 16.97511543855071 16.447572679902315 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 2.8649919454245256 155.009550748461 6.63101445879686 0.17660350587770313 24.317722217497824 22.28721826845646 22.81078785197735 0.325 False False 0.3 0.7 1.5 0.02 8 3 3.9535647998563945 4.134169244699634 3.3066190826764075 0.5275427586483943 1.2502707875723622 -2.3403215524961816 -2.8545182024394364 False 0.108 Inputed -19.152342552139487 -19.138996443434348 """""" """""" """"""
-0.0136240473340068 0.3254183435168698 -18.06793272952762 19.538479886654308 3833.8167312445335 300.92088618781924 32 31 31 74.91175920004025 47 True True 2020vfv 128.574425 -2.401375 SNIIP 0.057 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 128.574425 -2.401375 TNS 2020vfv ZTF20accmtgu 2020vfv SNIIP 0.057 0.6290281703668441 0.9119272117042634 0.6963879509240094 0.7659514258943361 0.9119272117042634 1.0674510751868667 89.253639815161 89.253639815161 -14.341880615120743 -14.341880615120743 59151.453842599876 59126.53390049981 19.323846852683573 19.998128657241825 19.323846852683573 0.3719632390858125 0.9618347060246588 2.803557752396375 128.57471968226253 -2.402095965608695 0.006722744330146413 19.726108833884002 20.155580593874454 19.73584612905264 0.9750000000000001 """""" """""" """""" """""" 1 False True all False False 0 1.6149835837291908 2.746035729192761 128.5748496922625 -2.4020088756086952 0.010140234877871634 19.6885115518713 20.21522322353244 19.811616792526245 0.95 False False 0.3 0.7 1.5 0.02 8 3 24.91994210006669 2.803557752396375 0.9618347060246588 0.41973446482181487 2.914802028701696 0.15745193663262924 0.4119992763690661 False 0.057 Inputed -17.718768565267084 -17.044486760708832 """""" """""" """"""
-0.15010718173181326 0.4967295432538713 -3.0079160488576715 17.473471921658604 5794.5394475219855 83.53378901823095 29 25 25 48.99546300014481 38 True False 2021udc 33.86032083333333 34.740544444444446 SNIIb 0.035 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 33.86032083333333 34.740544444444446 TNS 2021udc ZTF21abnuldi 2021udc SNIIb 0.035 -0.0763242423690933 0.7140269800209289 0.08637483506454657 0.27089767265929865 0.7140269800209289 1.2727440563983912 10.707638802412921 10.707638802412921 38.28782419773189 38.28782419773189 59427.468645799905 59418.41449069977 17.275153636430666 17.275153636430666 17.36958481449079 1.6631650753635387 2.7481090218016777 11.052196214033916 33.85783964 34.74283971 0.012487698803127611 17.151268633365632 17.7160292280674 17.349411820316316 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.7481090218016777 11.052196214033916 33.85783964 34.74283971 0.012487698803127611 17.151268633365632 17.7160292280674 17.349411820316316 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.054155100136995 11.052196214033916 2.7481090218016777 0.3666174077510824 4.021745908314811 0.4408755916367326 -0.020172994174473047 False 0.035 Inputed -18.60261988086958 -18.697051058929702 """""" """""" """"""
-0.13116670988928436 0.4087986148333329 -6.148336273357466 19.47363253619031 6501.6603314768345 157.30918624659648 44 21 21 34.866979100275785 55 True False 2020vem 27.551087499999998 -10.953308333333332 SNIa 0.136 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 27.551087499999998 -10.953308333333332 TNS 2020vem ZTF20achtubm 2020vem SNIa 0.136 -0.21058996097058724 0.1193276381277073 -0.13647378336392535 -0.05697184175512504 0.1193276381277073 0.320675123477276 10.599279115133076 10.599279115133076 24.26769998514271 24.26769998514271 59140.294027800206 59130.3662268999 19.007111915787906 19.007111915787906 19.219130203162358 0.37508698363972914 1.306014646941035 2.342637578723653 27.55154453 -10.95283704 0.0019466911131100773 18.009148349767923 18.55151022839546 18.237162054854632 0.97 """""" """""" """""" """""" 0 False True all False False 0 1.306014646941035 2.342637578723653 27.55154453 -10.95283704 0.0019466911131100773 18.009148349767923 18.55151022839546 18.237162054854632 0.97 False False 0.3 0.7 1.5 0.02 8 3 9.927800900302827 2.342637578723653 1.306014646941035 0.31434817354082867 1.7937299433896932 -0.4556016873924449 -0.9819681483077254 False 0.136 Inputed -19.747815919502646 -19.959834206877098 """""" """""" """"""
-0.038160068506186355 0.5695024587998635 -24.02984139567536 18.56698758142357 5845.306613059558 138.5639473477047 71 43 43 63.86629630019888 52 True True 2020sxt 39.007016666666665 3.236197222222222 SNII 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 39.007016666666665 3.236197222222222 TNS 2020sxt ZTF20abywydb 2020sxt SNII 0.04 0.0994300739110976 0.5900657131264637 0.2089448089672281 0.3268978203294921 0.5900657131264637 0.8931592008985128 -7.184610080907456 -7.184610080907456 71.05090638110634 71.05090638110634 59106.51608800003 59104.424294000026 18.455637441498038 18.455637441498038 18.507645552497046 1.7081436631994709 1.1851821481560427 4.648312169197901 39.00746841582045 3.2349873608056 0.019095018039944178 19.980923752092124 20.344890193920136 20.064088113188745 0.875 """""" """""" """""" """""" 0 False True all False False 0 1.1851821481560427 4.648312169197901 39.00746841582045 3.2349873608056 0.019095018039944178 19.980923752092124 20.344890193920136 20.064088113188745 0.875 False False 0.3 0.7 1.5 0.02 8 3 2.091794000007212 4.648312169197901 1.1851821481560427 0.2808020807313909 3.9220234429196763 1.8892527524220988 1.5564425606916998 False 0.04 Inputed -17.757159334984372 -17.80916744598338 """""" """""" """"""
-0.19073286154640043 0.26032922152206234 -6.1736476455707585 18.439364562891434 5908.003203761767 101.11249524074663 46 26 26 51.867604199796915 86 True False 2021pyz 289.0496416666666 45.14850833333333 SNIa 0.061 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 289.0496416666666 45.14850833333333 TNS 2021pyz ZTF21abgcgem 2021pyz SNIa 0.061 -0.06909816010463743 0.5587985096154569 0.06461261600493273 0.21304243999187378 0.5587985096154569 0.9786792301330571 12.938633666454347 12.938633666454347 38.92897053334257 38.92897053334257 59390.42731480021 59378.37101850007 17.88942725864467 17.88942725864467 18.027336177640613 2.9519179136355227 2.4121644729833718 2.1285985551748414 289.04882329 45.14863669 0.0014840608136654776 16.57948405776024 17.589340735149385 16.933366553974153 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.4121644729833718 2.1285985551748414 289.04882329 45.14863669 0.0014840608136654776 16.57948405776024 17.589340735149385 16.933366553974153 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.056296300143003 2.1285985551748414 2.4121644729833718 0.6559741811752318 0.88244337358231 -0.30008652349528475 -1.0939696236664602 False 0.061 Inputed -19.164556418136197 -19.30246533713214 """""" """""" """"""
-0.14415390485475763 0.46051786704534314 -3.7111533657338485 17.704969078262113 5109.290227998462 186.14164539724277 26 12 12 30.94155090022832 66 True True 2019iaz 188.54398833333 15.9650775 SNIa 0.04609 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 188.54398833333 15.9650775 TNS 2019iaz ZTF19abangws 2019iaz SNIa 0.04609 0.07208005462512546 0.4167563768433524 0.1512410257258665 0.23494559426115202 0.4167563768433524 0.6191411683837167 13.659696843004065 13.659696843004065 17.28185405722426 17.28185405722426 58667.22859949991 58655.23674769979 17.610038968778237 17.628500102813263 17.610038968778237 1.8576248137805709 6.145746088663743 11.879423846584288 188.5429602625755 15.96822583127275 0.002016161920909032 13.887457298929691 14.843886494138241 14.228469562282562 0.9949999999999999 """""" """""" """""" """""" 5 True True all False False 0 5.325404104659506 2.3226293411870493 188.54352704 15.96554607 0.0013194547983300664 14.513088035011291 15.31436758646965 14.72804983124733 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.991851800121367 11.879423846584288 6.145746088663743 0.6154169318556786 1.932950641826338 -2.7846136086750217 -3.381569406495675 False 0.04609 Inputed -18.965671687653924 -18.9472105536189 """""" """""" """"""
-0.18475954590296093 0.1929304743332725 -7.369480257519862 16.57190669050533 5994.469177990909 98.34246422158492 66 31 31 74.93862270005047 89 True True 2019kze 331.9069225 22.061146555555 SNIa 0.024 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 331.9069225 22.061146555555 TNS 2019kze ZTF19abdzehg 2019kze SNIa 0.024 -0.06993026414964021 0.5791101125978599 0.06765890063521596 0.22083405319763472 0.5791101125978599 1.016403210012406 18.550198335452265 18.550198335452265 56.38842436459821 56.38842436459821 58685.46079860022 58668.446886599995 15.933144953194862 15.933144953194862 16.0601153932014 10.639810801735829 5.934537361662812 13.500528098675222 331.9069800647695 22.0648963227573 0.0038929057467586015 14.622153684494496 15.143028302297592 14.765650020239352 0.9949999999999999 """""" """""" """""" """""" 8 False True all False False 0 0.7 4.400128875123606 331.906376328403 22.0622590732449 0.27435294114680286 24.002596786904334 22.624698205566407 23.04383138220787 0.775 False False 0.3 0.7 1.5 0.02 8 3 17.01391200022772 13.500528098675222 5.934537361662812 0.3773782820582401 2.2749082659566366 -0.7901166508972697 -1.2944653729620477 False 0.024 Inputed -19.08688024471366 -19.2138506847202 """""" """""" """"""
-0.18256793890019268 0.20541787380975393 -10.273143742793504 19.132812361060566 5488.570605203085 201.49286190903717 20 16 16 49.95246529998258 36 True False 2019iba 329.56404458333 -13.13543855555 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 329.56404458333 -13.13543855555 TNS 2019iba ZTF19aazdcmj 2019iba SNIa 0.09 0.015212989109212316 0.31796549935730667 0.08513411933627779 0.15880196534939017 0.31796549935730667 0.49393384963511977 13.415625004851474 13.415625004851474 36.5368402951311 36.5368402951311 58661.45952549996 58646.43990739994 18.634823088764172 18.634823088764172 18.732147642033325 1.4098223542918558 1.134936912078893 1.7050560087179085 329.56363937 -13.13570048 0.002617671693468049 18.956828932845593 19.682614163541793 19.241799403333665 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.134936912078893 1.7050560087179085 329.56363937 -13.13570048 0.002617671693468049 18.956828932845593 19.682614163541793 19.241799403333665 0.99 False False 0.3 0.7 1.5 0.02 8 3 15.019618100021034 1.7050560087179085 1.134936912078893 0.44081476020812715 1.5023354959833968 1.0477910747776207 0.50965176130034 False 0.09 Inputed -19.31823700314591 -19.415561556415064 """""" """""" """"""
-0.04368809099872094 0.3710595207898883 -14.71901326135556 20.264584410698276 6257.871294518602 232.45895749280518 24 14 14 42.08268520003185 20 True True 2019kwu 209.415708 64.355167 SLSN-I 0.6 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 209.415708 64.355167 TNS 2019kwu ZTF19aaruixj 2019kwu SLSN-I 0.6 -0.1378220483229562 0.09035762743888753 -0.08469305844419495 -0.029012853293732377 0.09035762743888753 0.22102157510200016 24.014639141199076 24.014639141199076 18.06804605883277 18.06804605883277 58616.262557900045 58600.22142359987 19.816385523593087 19.816385523593087 19.94230341416933 0.5055540772520892 0.9456713784899857 54.65092737840723 209.4501636903415 64.3580145808227 0.8370493607699382 19.777502568725346 20.528090329025982 20.041645566489695 0.9833333333333334 """""" """""" """""" """""" 15 False True all False False 0 0.32521110652418656 13.024550643733622 209.41694140109098 64.3515886711034 0.02639316141554926 18.000785496178267 19.330171143069265 18.327346719300152 0.005 False False 0.3 0.7 1.5 0.02 8 3 16.041134300176054 0.0 0.0 0.0 0.0 3.823614476406913 3.327696585830669 True 0.6 Inputed -22.350445577618984 -22.476363468195228 """""" """""" """"""
-0.005643896910293895 0.41350446393916584 -17.08438972665359 17.89337047052103 5705.239873969899 154.5561947336914 24 12 12 60.938888899981976 98 True True 2018dcw 201.40470791666 36.384431 SNIIP 0.019 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 201.40470791666 36.384431 TNS 2018dcw ZTF18abdrbqp 2018dcw SNIIP 0.019 0.044120945646426435 0.4604689959431454 0.13805111909968915 0.23852802598675282 0.4604689959431454 0.7128250484884724 143.41055354993065 143.41055354993065 -82.47166464994868 -82.47166464994868 58307.22655089991 58303.199201399926 17.781561458000212 17.781561458000212 17.89892722981977 2.9520105170649558 7.536688678958827 14.81500571743413 201.40142860372748 36.381274182455996 0.004109035340893019 14.267291304820478 15.346350928074717 14.645126980211735 0.9949999999999999 """""" """""" """""" """""" 8 False True all False False 0 0.7 0.3038849813855702 201.40460351704849 36.384423157940205 0.005165298097466575 21.653177580022216 19.23072743962884 21.70542948653698 0.33 False False 0.3 0.7 1.5 0.02 8 3 4.027349499985576 14.81500571743413 7.536688678958827 0.7012239478629816 1.965718148713658 -2.435210529925495 -3.253800249608034 False 0.019 Inputed -16.738033530511046 -16.855399302330603 """""" """""" """"""
-0.11273148537876612 0.41629837607120534 -8.16693257155304 18.476112818321432 5142.962772693332 185.37742957921094 62 41 41 68.81219909992069 82 True False 2020qld 287.3120916666666 41.05300277777778 SNIa 0.055 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 287.3120916666666 41.05300277777778 TNS 2020qld ZTF20abpglei 2020qld SNIa 0.055 0.09745139160308014 0.4499719899750261 0.1784178640083951 0.2640282768040052 0.4499719899750261 0.6569573693444184 21.38439943991595 21.38439943991595 47.42779966000474 47.42779966000474 59072.15074069984 59050.37321759993 18.16687485569345 18.19455663767258 18.16687485569345 2.08212308236501 4.931135357585038 18.91328822398188 287.30513359 41.05326603 0.007041901499754699 14.953981916999817 15.940608846473694 15.284923495054246 0.99 """""" """""" """""" """""" 8 False True all False False 0 0.8823965524320196 6.3700516758359145 287.31266382 41.05128673 0.14372640553151406 22.102945468759536 27.825442119073866 23.604174678850175 0.55 False False 0.3 0.7 1.5 0.02 8 3 21.777523099910468 18.91328822398188 4.931135357585038 0.6556853514194483 3.835483484526457 -2.253947791198886 -2.8819513606392047 False 0.055 Inputed -18.79717105099147 -18.76948926901234 """""" """""" """"""
-0.17257248657611413 0.24717688593001436 -8.975276099173625 18.18889581173825 5797.205459742971 163.99596666878324 50 45 45 53.91523150028661 33 True False 2020sud 89.04599999999999 75.71935 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 89.04599999999999 75.71935 TNS 2020sud ZTF20abywpkl 2020sud SNIa 0.06 -0.052838355551827476 0.3085933975945281 0.029024361496482243 0.11637230941968113 0.3085933975945281 0.5260810607574626 13.009698829771079 13.009698829771079 40.90553267051553 40.90553267051553 59109.344444400165 59095.45839119982 17.60951802767221 17.60951802767221 17.786803135001854 1.1660142891410699 3.2242626282865348 6.918293215628409 89.04272812 75.72109408 0.0020065198599860112 15.43908215789795 16.255485034561158 15.732104661941527 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.2242626282865348 6.918293215628409 89.04272812 75.72109408 0.0020065198599860112 15.43908215789795 16.255485034561158 15.732104661941527 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.886053200345486 6.918293215628409 3.2242626282865348 0.5233803726196307 2.145697796120593 -1.3540329931110513 -2.054698473060327 False 0.06 Inputed -19.368697846195946 -19.54598295352559 """""" """""" """"""
-0.19487948715364878 0.14063848780798174 -9.817799081657345 16.363669295442808 5337.837822809883 88.32917656628071 61 44 44 64.0298494999297 46 True True 2021gtp 132.20941666666667 29.87048888888889 SNIa 0.019685 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 132.20941666666667 29.87048888888889 TNS 2021gtp ZTF21aapyiku 2021gtp SNIa 0.019685 0.14177172681974426 1.004526017084089 0.32253554023641584 0.5252100159746185 1.004526017084089 1.5986543557983879 18.231478525256733 18.231478525256733 45.79837097467296 45.79837097467296 59310.19868060015 59292.21491899993 15.802674021799104 15.840195797961389 15.802674021799104 12.372168015551136 4.036663001704287 4.189718969599572 132.210641194857 29.8700125310136 0.00119196724049897 14.855841636350155 16.170442078380585 14.722702000186443 0.99 """""" """""" """""" """""" 1 False True all False False 0 1.0026255706482605 3.3338944145031713 132.208673221544 29.8698240496899 0.007988632943202068 19.59934830499172 20.70796959063053 20.346847411847115 0.06999999999999999 False False 0.3 0.7 1.5 0.02 8 3 17.983761600218713 4.189718969599572 4.036663001704287 1.4477400781941423 1.0379164591720103 0.3302462804191961 -1.0799720216126616 False 0.019685 Inputed -18.911574119149723 -18.87405234298744 """""" """""" """"""
-0.0556896067500967 0.7033789179049488 -9.686429895389512 18.345046103539985 5483.602065018533 137.62473145398812 47 30 30 65.0361110996455 52 True True 2019nhs 13.00605469 7.61661248 SLSN-I 0.19 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 13.00605469 7.61661248 TNS 2019nhs ZTF19abnacvf 2019nhs SLSN-I 0.19 0.04337398826051597 0.5186175773451183 0.14924652560811325 0.2634232991291583 0.5186175773451183 0.8131256708900843 30.693763880167175 30.693763880167175 34.34234721947832 34.34234721947832 58733.44128469983 58699.37931710016 18.237634054513446 18.237634054513446 18.31676826313813 0.8831538836133214 0.7 5.028578536807575 13.00551105 7.61532377 0.16474832139859397 22.919980128240585 27.359126388406754 24.057304427170752 0.25 """""" """""" """""" """""" 0 False True all False False 0 0.7 5.028578536807575 13.00551105 7.61532377 0.16474832139859397 22.919980128240585 27.359126388406754 24.057304427170752 0.25 False False 0.3 0.7 1.5 0.02 8 3 34.061967599671334 0.0 0.0 0.0 0.0 5.4023659454865545 4.95323173686187 True 0.19 Inputed -21.396921269031868 -21.47605547765655 """""" """""" """"""
-0.21751513710359816 0.2516441237879138 -6.5662323913264515 16.82171430819702 5423.628612549915 263.5912000775594 81 46 46 72.89719909988344 31 True False 2020csx 250.4210833333333 68.51551944444445 SNIa 0.026 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 250.4210833333333 68.51551944444445 TNS 2020csx ZTF20aaodkvl 2020csx SNIa 0.026 -0.00408515489810668 0.21833659173505282 0.04823727569236169 0.10270558584836209 0.21833659173505282 0.3433375901499822 12.792256559214081 12.792256559214081 60.104942540669356 60.104942540669356 58905.53162040003 58892.516319400165 16.296527661560166 16.296527661560166 16.384297760567986 7.4337961973883555 2.120535439519324 9.318177541305168 250.42526697 68.51343337 0.0008733196181154312 14.13490534952879 15.374800197744369 14.49320326179266 0.7000000000000001 """""" """""" """""" """""" 1 False True all False False 0 0.8235166224531337 8.645095572336848 250.4221071 68.51789141 0.0005139338844646346 13.835075724327565 13.918262606179715 23.27 0.0 False False 0.3 0.7 1.5 0.02 8 3 13.01530099986121 9.318177541305168 2.120535439519324 0.8815969359517091 4.394256925702399 -0.9217274638157971 -1.8910944987753258 False 0.026 Inputed -18.93759766563935 -19.025367764647168 """""" """""" """"""
-0.16873318478874708 0.3255249606376094 -6.251856835010212 18.462677085628158 5535.26446809604 90.28488563799135 40 12 12 32.91920140013099 69 True True 2019kvq 245.79499999999 0.810719 SNIa 0.058 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 245.79499999999 0.810719 TNS 2019kvq ZTF19abetjcx 2019kvq SNIa 0.058 0.028714833467724077 0.8056642748755323 0.19158925138851401 0.37417792394180793 0.8056642748755323 1.3395095589769674 13.336512639941757 13.336512639941757 19.582688760189228 19.582688760189228 58678.19075229997 58665.25380790001 18.15207676372158 18.191756395520418 18.15207676372158 2.6917612366426455 4.19278828974412 8.237238234552335 245.79629172708098 0.812607723645262 0.0018808650289555695 14.7816133691144 15.989009489593506 15.172663901166917 0.9200000000000002 """""" """""" """""" """""" 0 False True all False False 0 4.19278828974412 8.237238234552335 245.79629172708098 0.812607723645262 0.0018808650289555695 14.7816133691144 15.989009489593506 15.172663901166917 0.9200000000000002 False False 0.3 0.7 1.5 0.02 8 3 12.936944399960339 8.237238234552335 4.19278828974412 0.8163455884265893 1.9646205973960686 -2.2027469059269116 -2.979412862554664 False 0.058 Inputed -18.92880679524609 -18.889127163447252 """""" """""" """"""
-0.1410431439309301 0.335354017189449 -7.324881372018137 18.867318232103997 5983.426024230724 116.99667403122993 19 11 11 29.977858799975365 41 True False 2020cqp 218.08779166666662 -3.670311111111111 SNIa 0.077 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 218.08779166666662 -3.670311111111111 TNS 2020cqp ZTF20aamknna 2020cqp SNIa 0.077 -0.08327960249405209 0.43783346770218046 0.030074628834157124 0.15421392979235904 0.43783346770218046 0.7740606329717288 14.419632692229605 14.419632692229605 15.55822610774576 15.55822610774576 58899.525509300176 58885.527338000014 18.46422491704822 18.46422491704822 18.61702940379861 1.2716242472803538 3.2772759311190187 4.320444959218567 218.08889523 -3.66983421 0.003059088433902013 16.485018342351914 17.4357883143425 16.793042146301268 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.2772759311190187 4.320444959218567 218.08889523 -3.66983421 0.003059088433902013 16.485018342351914 17.4357883143425 16.793042146301268 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.99817130016163 4.320444959218567 3.2772759311190187 0.6427461680412314 1.3183036918540334 -1.028436602705721 -1.8239872574973433 False 0.077 Inputed -19.088478549128965 -19.241283035879356 """""" """""" """"""
-0.20543109159927633 0.3488553463289647 -9.827365101112852 18.24695662237713 5305.905560565228 194.3050839221214 6 6 6 9.001284700352699 39 True False 2018hvl 9.5932333333333 -18.71307730555 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 9.5932333333333 -18.71307730555 TNS 2018hvl ZTF18acbxrrx 2018hvl SNIa 0.08 0.06191940367489579 0.3881588704593426 0.13710136727168987 0.21642323544099895 0.3881588704593426 0.5785415004826042 -4.701082049531468 -4.701082049531468 13.702366749884167 13.702366749884167 58423.241238399874 58423.241238399874 18.177605982229878 18.177605982229878 18.284059715299783 1.1876641635764495 1.0789498126263062 0.585986670798309 9.59336177 -18.71318546 0.004982007200927119 20.433654241460562 20.716103850317 20.84113902643323 0.9625 """""" """""" """""" """""" 0 False True all False False 0 1.0789498126263062 0.585986670798309 9.59336177 -18.71318546 0.004982007200927119 20.433654241460562 20.716103850317 20.84113902643323 0.9625 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.585986670798309 1.0789498126263062 -0.12503517611622783 0.5431083669887667 2.5384978680871235 2.557079311133446 False 0.08 Inputed -19.505874306771595 -19.6123280398415 """""" """""" """"""
-0.17194733749571262 0.16167012985039336 -7.3108209149076195 17.10121882354038 5968.676612998289 98.6038438919727 24 22 22 67.87307869968936 78 True True 2018huw 9.8009170833333 -5.200719 SNIa 0.034 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 9.8009170833333 -5.200719 TNS 2018huw ZTF18acbxsge 2018huw SNIa 0.034 -0.06541655424799231 0.5838637074138866 0.07230538981633572 0.22556979468524574 0.5838637074138866 1.0209057786249929 18.272461861728324 18.272461861728324 49.600616837961034 49.600616837961034 58438.22939810017 58423.24353010021 16.27435884150687 16.27435884150687 16.46301106388976 6.205875320754868 2.787144589345428 1.3819315616360262 9.801242193903711 -5.2005127777226 0.0020634432758713794 16.788903139669895 17.243831424956323 17.05306041104317 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.787144589345428 1.3819315616360262 9.801242193903711 -5.2005127777226 0.0020634432758713794 16.788903139669895 17.243831424956323 17.05306041104317 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 14.985867999959737 1.3819315616360262 2.787144589345428 0.1907710139131531 0.495823419753253 0.969472583449452 0.5900493471534105 False 0.034 Inputed -19.44571597339427 -19.63436819577716 """""" """""" """"""
-0.11706162681491376 0.39551358703075 -20.965585664993036 15.08725158632425 4998.944732570585 186.18958442868978 22 11 11 62.9625924997963 46 True False 2020dvr 148.646375 -19.8873 SNIa 0.013 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 148.646375 -19.8873 TNS 2020dvr ZTF20aasmdec 2020dvr SNIa 0.013 0.2462850582383158 0.6330810178351953 0.3353366601589922 0.4293454108446646 0.6330810178351953 0.8592970346594839 14.919463684444558 14.919463684444558 48.04312881535174 48.04312881535174 58941.23120369995 58913.26993060019 15.410577579889605 15.410577579889605 16.436356276308608 31.568230639681616 6.7969488589147495 18.813299391814024 148.64761384 -19.89239442 0.00672644656384902 14.6710774959445 15.250884045696258 14.9811880261302 1.0 """""" """""" """""" """""" 4 False True all False False 0 1.8772033738149547 9.669801119612087 148.64869076 -19.8888725 0.019057715939533204 18.169719360756876 17.773860771775247 18.12754419605732 1.0 False False 0.3 0.7 1.5 0.02 8 3 27.961273099761456 18.813299391814024 6.7969488589147495 0.2696960195660587 2.767903625924573 -0.1596935341933463 -1.4551682501784082 False 0.013 Inputed -17.3732124803444 -18.398991176763403 """""" """""" """"""
-0.18940256567576522 0.23481512341553445 -8.299866010822551 18.399605885892143 6335.1121396138915 125.73042349705256 96 88 88 58.94063650025055 73 True False 2020qnl 28.215204166666663 51.09610277777778 SNIa 0.078 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 28.215204166666663 51.09610277777778 TNS 2020qnl ZTF20abodgpt 2020qnl SNIa 0.078 -0.1493067912714423 0.30321302614399315 -0.050122741037213814 0.05797248848083214 0.30321302614399315 0.591357773027454 12.355045865936706 12.355045865936706 46.585590634313846 46.585590634313846 59066.43321759999 59053.42844909988 17.712968264593002 17.712968264593002 17.96012068845053 1.1320257180195086 0.7 0.12275051990359376 28.21514988 51.09610333 0.006929006857475661 22.09144769501686 22.267504498291014 22.66560618495941 0.5 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.12275051990359376 28.21514988 51.09610333 0.006929006857475661 22.09144769501686 22.267504498291014 22.66560618495941 0.5 False False 0.3 0.7 1.5 0.02 8 3 13.004768500104547 0.12275051990359376 0.7 -0.3981016866683973 0.1753578855765625 4.554536233698013 4.7054854965088815 False 0.078 Inputed -19.77388444586064 -20.02103686971817 """""" """""" """"""
-0.14286521230010635 0.30277256312736855 -7.067208276486024 18.97299049585758 5429.120503769149 90.82961790248144 146 82 82 47.89850699994713 63 True True 2020tpn 357.7436291666666 20.455583333333333 SNIa 0.093 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 357.7436291666666 20.455583333333333 TNS 2020tpn ZTF20abzvxyk 2020tpn SNIa 0.093 0.06800876184446025 0.8610407966358053 0.23463266460036536 0.4211458672507753 0.8610407966358053 1.4041351469358219 15.274251438042265 15.274251438042265 32.62425556190487 32.62425556190487 59121.327395800035 59107.34887730004 18.551296039787804 18.551296039787804 18.618470122521206 0.6915151598864295 2.8048247548386973 0.3276073532855206 357.743556512561 20.45552293907895 0.001495168265459923 16.421953163945673 16.898861915721895 16.671145945117473 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.8048247548386973 0.3276073532855206 357.743556512561 20.45552293907895 0.001495168265459923 16.421953163945673 16.898861915721895 16.671145945117473 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 13.978518499992788 0.3276073532855206 2.8048247548386973 0.2277159706044216 0.11680136262358429 -1.652434124065909 -1.9473241774037326 False 0.093 Inputed -19.504500005387396 -19.571674088120798 """""" """""" """"""
-0.19109294393557877 0.3045196472704436 -7.035771660026959 17.530826588211642 5694.340666344677 151.70665302394374 30 16 16 59.91686340002343 53 True True 2020cpt 224.37602916666663 8.390005555555556 SNIa 0.03705 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 224.37602916666663 8.390005555555556 TNS 2020cpt ZTF20aanvpzo 2020cpt SNIa 0.03705 -0.040366472965381206 0.35846790591785904 0.049276495183011804 0.14540209039970975 0.35846790591785904 0.6017358628947846 8.185323284724436 8.185323284724436 51.73154011529899 51.73154011529899 58903.52322919993 58894.52434029989 17.10008921389878 17.10008921389878 17.352098707252424 6.132995689202096 3.323642303454963 10.460830710885686 224.378887421776 8.390674820610455 0.0008339181018008901 13.571059474653005 14.745535775113105 13.981742370809318 0.885 """""" """""" """""" """""" 2 False True all False False 0 0.7 5.995316671896687 224.37436039009 8.38978666153602 0.16515809493220512 22.48910609987974 24.60389605849743 23.41173383635521 0.5 False False 0.3 0.7 1.5 0.02 8 3 8.998888900037855 10.460830710885686 3.323642303454963 0.7637934043037866 3.147399676557112 -2.3545534387856755 -3.3703563364431055 False 0.03705 Inputed -18.744793368736495 -18.99680286209014 """""" """""" """"""
-0.10068056144481186 0.35634310371130473 -6.550578920330409 18.355111416901483 6704.620416187463 56.897581410820976 37 23 23 45.95401619980112 41 True False 2021gl 164.4065833333333 -7.4746 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 164.4065833333333 -7.4746 TNS 2021gl ZTF21aaagzee 2021gl SNIa 0.06 -0.1583066288064714 1.0669217182980475 0.07094899953309053 0.3468850433922803 1.0669217182980475 2.070854897881432 13.834336850286975 13.834336850286975 32.11967934951414 32.11967934951414 59226.54129630001 59216.40524310013 17.84034590747439 17.84034590747439 18.06115703984837 1.1870045709499055 1.3083686646645873 1.7166706825961318 164.40705879 -7.4746718 0.0064757063244531565 19.894862756174803 20.368020528542996 19.991665709745885 0.9200000000000002 """""" """""" """""" """""" 0 False True all False False 0 1.3083686646645873 1.7166706825961318 164.40705879 -7.4746718 0.0064757063244531565 19.894862756174803 20.368020528542996 19.991665709745885 0.9200000000000002 False False 0.3 0.7 1.5 0.02 8 3 10.136053199879825 1.7166706825961318 1.3083686646645873 0.3763548187971111 1.3120695481011206 2.5276746210686056 1.9305086698975131 False 0.06 Inputed -19.09434394134943 -19.31515507372341 """""" """""" """"""
-0.16677675738499617 0.43531037245506105 -4.716500031801274 18.859838500345468 5444.672350825994 127.69820436145804 24 16 16 28.82939810026437 48 True True 2020mx 131.32721249999997 2.9232916666666666 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 131.32721249999997 2.9232916666666666 TNS 2020mx ZTF20aacwxut 2020mx SNIa 0.08 0.006979424655824573 0.5115940615607322 0.11829605089477013 0.23910652685304257 0.5115940615607322 0.8296221514620541 12.15188652613395 12.15188652613395 16.67751157413042 16.67751157413042 58861.34585649986 58849.46435189992 18.502015935747977 18.502015935747977 18.77918356796781 1.507257137673077 2.098165509629269 12.661553716177789 131.330131991752 2.925258575781445 0.004434608674177998 15.579287691743374 16.826805211242437 15.947629999709129 0.9949999999999999 """""" """""" """""" """""" 2 False True all False False 0 0.7 9.589705846266657 131.326079471024 2.92570319226014 0.8573425222763124 24.424985235424042 24.647506292076113 23.529821149368285 0.1 False False 0.3 0.7 1.5 0.02 8 3 11.881504599936306 12.661553716177789 2.098165509629269 0.8791752115333082 6.034582904956338 -1.6752107245055399 -2.8315535682586805 False 0.08 Inputed -19.01075045410357 -19.2879180863234 """""" """""" """"""
-0.03855717722636706 0.8616180220438003 -8.55281910371427 18.97437194454259 6606.099148606298 259.9971030363314 177 69 69 74.89611109998077 48 True True 2021axu 176.65148333333332 30.08539722222222 TDE 0.19 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 176.65148333333332 30.08539722222222 TNS 2021axu ZTF21aaaokyp 2021axu TDE 0.19 -0.23517259539951496 -0.05102143728944242 -0.1920404471984476 -0.1470122051842111 -0.05102143728944242 0.05330031018191406 46.22548137914753 46.22548137914753 28.67062972083324 28.67062972083324 59254.4453125 59203.529930599965 18.530700108381815 18.530700108381815 18.83670106979154 1.3976213786351754 0.4047341915471247 0.26004470538039076 176.6514074667105 30.085427363091753 0.0002917370402303332 19.241148798766133 20.28712204923749 19.57745176896453 0.6450000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.4047341915471247 0.26004470538039076 176.6514074667105 30.085427363091753 0.0002917370402303332 19.241148798766133 20.28712204923749 19.57745176896453 0.6450000000000001 False False 0.3 0.7 1.5 0.02 8 3 50.915381900034845 0.26004470538039076 0.4047341915471247 0.7096702802729595 0.6425073809216655 1.7564219408556738 0.7407506991729882 False 0.19 Inputed -20.876988462378456 -21.182989423788182 """""" """""" """"""
-0.08127053508545262 0.5749102307438682 -0.6386404214558807 18.377677869426883 5815.707074059916 148.48722307459596 41 41 41 50.78125 44 True False 2019xaq 208.695083 84.0671 SLSN-I 0.2 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 208.695083 84.0671 TNS 2019xaq ZTF19acyjzbe 2019xaq SLSN-I 0.2 -0.12048787940771888 0.26208447054155926 -0.03486837132956211 0.057199003955119565 0.26208447054155926 0.49713744752633104 12.17187631710885 12.17187631710885 38.609373682891146 38.609373682891146 58836.561469899956 58830.562048600055 18.24595808771928 18.24595808771928 18.300000861219775 0.47586595620762073 1.0881069744763083 1.3589592216846265 208.69842683 84.06694823 0.02221414131952615 22.050532459712027 23.64 22.259549743795397 0.7 """""" """""" """""" """""" 0 False True all False False 0 1.0881069744763083 1.3589592216846265 208.69842683 84.06694823 0.02221414131952615 22.050532459712027 23.64 22.259549743795397 0.7 False False 0.3 0.7 1.5 0.02 8 3 5.99942129990086 1.3589592216846265 1.0881069744763083 1.380450256204604 1.2489206057508047 5.39404191228072 3.9595488825756213 False 0.2 Inputed -21.52857822041771 -21.582620993918205 """""" """""" """"""
-0.08684900024210024 0.31918290876919647 -14.584644937697648 18.70758299835719 5941.674668416104 179.55407356449484 38 15 15 18.909872699994594 35 True True 2021sev 202.145625 32.15121111111111 SNII 0.0511 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 202.145625 32.15121111111111 TNS 2021sev ZTF21abjbukd 2021sev SNII 0.0511 -0.05038947713858377 0.2766314250978752 0.024317509663809744 0.10358814267103611 0.2766314250978752 0.4704409705434536 15.473132681696772 15.473132681696772 3.4367400182978223 3.4367400182978223 59417.18526619999 59400.2766435002 18.301838272575832 18.301838272575832 18.40484760396026 0.8761498096555012 1.2237139788789935 0.7107259864442681 202.145586554276 32.1510163890286 0.0025638112205306207 19.213459460057614 19.462141017689106 19.325707643393578 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.2237139788789935 0.7107259864442681 202.145586554276 32.1510163890286 0.0025638112205306207 19.213459460057614 19.462141017689106 19.325707643393578 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.908622699789703 0.7107259864442681 1.2237139788789935 0.13643337429552815 0.5807942041287639 1.160302745113274 0.9208600394333182 False 0.0511 Inputed -18.397507878374117 -18.500517209758545 """""" """""" """"""
-0.2579587427657573 0.15761230854208338 -7.719801791421586 18.708782895186218 4074.5814460480915 197.25893236678132 51 32 32 41.795393500011414 81 True False 2020kru 288.8995958333333 53.339305555555555 SNIa 0.02723 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 288.8995958333333 53.339305555555555 TNS 2020kru ZTF20abafzxx 2020kru SNIa 0.02723 0.47222556802123705 0.884968866026643 0.5678971489301077 0.6684444701186258 0.884968866026643 1.123508754446803 10.460114988482012 10.460114988482012 31.335278511529403 31.335278511529403 58997.455335599836 58986.43787040003 18.090139603669336 18.162310706162135 18.090139603669336 2.4920107638055864 2.489278583728297 1.6378103928748977 288.90022232 53.33956451 0.0007554581021073092 15.706424285006523 16.105361785507203 15.7965223593235 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.489278583728297 1.6378103928748977 288.90022232 53.33956451 0.0007554581021073092 15.706424285006523 16.105361785507203 15.7965223593235 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.017465199809521 1.6378103928748977 2.489278583728297 0.3088394261837024 0.6579458014787081 -2.056948920654932 -2.2936172443458354 False 0.02723 Inputed -17.33279452568236 -17.26062342318956 """""" """""" """"""
-0.17363251223501502 0.2942116643247341 -7.821761863177318 18.47470986422969 5200.056553768525 72.8428456633323 30 18 18 38.88685190025717 42 True True 2021del 244.79839166666665 30.54112777777778 SNIa 0.049312 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 244.79839166666665 30.54112777777778 TNS 2021del ZTF21aakvrgb 2021del SNIa 0.049312 0.1758560571954355 1.3001820949087985 0.40292828603514863 0.6634008677045387 1.3001820949087985 2.123172547915459 12.195817690034831 12.195817690034831 26.69103421022234 26.69103421022234 59271.490937499795 59258.519594899844 18.167568905652793 18.211306944307683 18.167568905652793 1.3551589390851955 2.2631587896108494 8.129408640986513 244.796617904251 30.5394648030288 0.001341381429014965 14.951611544069648 16.183950502349138 15.357616348246335 0.97 """""" """""" """""" """""" 0 False True all False False 0 2.2631587896108494 8.129408640986513 244.796617904251 30.5394648030288 0.001341381429014965 14.951611544069648 16.183950502349138 15.357616348246335 0.97 False False 0.3 0.7 1.5 0.02 8 3 12.97134259995073 8.129408640986513 2.2631587896108494 0.8263341541028026 3.592062862891016 -2.0273564419585455 -2.809952557406458 False 0.049312 Inputed -18.556530266464346 -18.512792227809456 """""" """""" """"""
-0.12266908683451175 0.39346469608827406 -6.646590884011876 16.650018389343366 5503.759386624991 234.0843322043113 12 6 6 35.02094900002703 56 True False 2019aox 63.062499999999 -6.702581 SNIa 0.0315 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 63.062499999999 -6.702581 TNS 2019aox ZTF19aainjqn 2019aox SNIa 0.0315 -0.019108060828067153 0.23097781315738786 0.03926062262301855 0.10033682192789684 0.23097781315738786 0.3735732299112726 11.99999809411808 11.99999809411808 23.02095090590895 23.02095090590895 58534.17403940018 58523.13135420019 16.367757679942006 16.367757679942006 16.51014855513571 1.242281929967036 2.0669045215810606 4.945175999209653 63.06378855 -6.7030802 0.0006347843209171256 14.932862048625946 23.64 20.73565310585499 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.8250653319131662 2.5749965609378953 63.06316647 -6.70285209 0.007699368740532897 20.184049159121514 15.312807725811005 14.837035835409164 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.042685199994594 4.945175999209653 2.0669045215810606 2.904346894145011 2.392551735010422 7.272242320057995 4.225504550719279 False 0.0315 Inputed -19.231400848855856 -19.37379172404956 """""" """""" """"""
-0.041748641697855415 0.3214378908299542 -22.935872309983285 19.483784950677965 5363.843745902335 135.2112486262262 19 16 16 50.031226799823344 112 True True 2019mzt 303.86016708333 -0.575028 AGN 0.33 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 303.86016708333 -0.575028 TNS 2019mzt ZTF19abiagjr 2019mzt AGN 0.33 0.22477258410703982 0.7726372989082719 0.34699864686168524 0.47867513785639204 0.7726372989082719 1.1116015868346913 43.13799588485037 43.13799588485037 6.893230914972978 6.893230914972978 58707.187650499865 58668.2991204001 19.16481938425561 19.331141823328938 19.16481938425561 0.7247774352113263 0.7 0.4982988481700701 303.860061323324 -0.575117303039793 0.03177056982561155 23.965267705349923 23.882519929599763 22.413148971042634 0.375 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.4982988481700701 303.860061323324 -0.575117303039793 0.03177056982561155 23.965267705349923 23.882519929599763 22.413148971042634 0.375 False False 0.3 0.7 1.5 0.02 8 3 38.888530099764466 0.4982988481700701 0.7 1.4693709585571284 0.7118554973858144 4.551378106270825 3.248329586787026 False 0.33 Inputed -21.788732831688357 -21.622410392615027 """""" """""" """"""
-0.17877796612995178 0.28744571448206035 -7.11875283517911 18.016398795493288 5450.925295578809 141.90245639446096 46 32 32 56.902222299948335 44 True True 2021ddh 129.87132083333333 -1.4080583333333332 SNIa 0.036 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 129.87132083333333 -1.4080583333333332 TNS 2021ddh ZTF21aakzmaq 2021ddh SNIa 0.036 0.02355998096022205 0.4757211083103883 0.12459684880901278 0.2333468154050209 0.4757211083103883 0.7544165911154366 12.883674689867211 12.883674689867211 44.01854761008112 44.01854761008112 59273.2841897998 59260.255335600115 17.566721678901494 17.566721678901494 17.728116133764996 2.278086088927271 3.4324790482813543 3.9987400406411036 129.871515356246 -1.4091519392830851 0.0019922243674513895 15.888486933250427 16.83422423594356 16.21555131086111 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.4324790482813543 3.9987400406411036 129.871515356246 -1.4091519392830851 0.0019922243674513895 15.888486933250427 16.83422423594356 16.21555131086111 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 13.028854199685156 3.9987400406411036 3.4324790482813543 0.6186729250824499 1.1649714344631694 -0.7324974429579356 -1.5125648229038866 False 0.036 Inputed -18.305791551773574 -18.467186006637075 """""" """""" """"""
-0.07061259499386438 0.2565918781780506 -5.066766574209313 18.876089813530495 5739.505726457853 214.48139776265484 18 6 6 8.97896989993751 81 True True 2019xj 167.70945791666 7.8499 SNIa 0.075 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 167.70945791666 7.8499 TNS 2019xj ZTF19aadofqk 2019xj SNIa 0.075 -0.07993799105581445 0.18208981461388873 -0.019225945998790905 0.044605119380939584 0.18208981461388873 0.3334799331150933 23.176025581560577 23.176025581560577 -14.197055681623066 -14.197055681623066 58511.4994212999 58502.52045139996 18.525375402039117 18.525375402039117 18.722673840539716 2.9754785655743645 3.6301824411652777 1.4285436051979876 167.7094089969655 7.850293847391995 0.0006276450345147344 14.55459764631927 15.877342718396186 15.023446730347871 0.99 """""" """""" """""" """""" 0 False True all False False 0 3.6301824411652777 1.4285436051979876 167.7094089969655 7.850293847391995 0.0006276450345147344 14.55459764631927 15.877342718396186 15.023446730347871 0.99 False False 0.3 0.7 1.5 0.02 8 3 8.97896989993751 1.4285436051979876 3.6301824411652777 0.8538959880483148 0.393518405300707 -2.6480326836429313 -3.6992271101918455 False 0.075 Inputed -18.92472758281375 -19.122026021314348 """""" """""" """"""
-0.021435169931187853 0.34906937976266195 -21.34906162907388 18.55903404431414 4951.2395430230945 232.70191345740795 65 24 24 61.99688660027459 78 True True 2020nt 229.05361249999999 2.325855555555555 SLSN-II 0.1867 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 229.05361249999999 2.325855555555555 TNS 2020nt ZTF20aadcbvz 2020nt SLSN-II 0.1867 0.2282087712355505 0.5275675343791875 0.29826247088519864 0.3714364787318871 0.5275675343791875 0.6974887479912582 89.74865244465548 89.74865244465548 -27.751765844380884 -27.751765844380884 58914.52084490005 58852.523958299775 18.40956849920091 18.59666769407488 18.40956849920091 0.11581928279472839 0.9324981461271001 5.772326877429302 229.05493578 2.32676263 0.11735897809228957 22.042721836090088 23.64 23.27 0.6 """""" """""" """""" """""" 0 False True all False False 0 0.9324981461271001 5.772326877429302 229.05493578 2.32676263 0.11735897809228957 22.042721836090088 23.64 23.27 0.6 False False 0.3 0.7 1.5 0.02 8 3 61.99688660027459 0.0 0.0 0.0 0.0 5.043332305925119 4.860431500799091 True 0.1867 Inputed -21.264895874256958 -21.077796679382985 """""" """""" """"""
-0.13194223440072317 0.48182290393264865 -2.7058244959040945 16.201535192328116 5923.530523648649 239.07056741445763 16 6 6 19.00141209969297 42 True True 2020mo 338.35009999999994 11.512294444444445 SNIa 0.02 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 338.35009999999994 11.512294444444445 TNS 2020mo ZTF20aadzwnu 2020mo SNIa 0.02 -0.13431068605327035 0.08767185001245181 -0.0825200463167377 -0.028314038638477257 0.08767185001245181 0.21431977916292766 11.828982969369772 11.828982969369772 7.172429130323199 7.172429130323199 58863.11049770005 58854.109768500086 15.94486758316477 15.94486758316477 16.107559653697095 0.5574390307232026 5.091259756509916 6.982081420206197 338.34813523866 11.5125289850888 0.0054034875822522865 16.0434862136364 17.201543697764876 16.285185984811783 0.9550000000000001 """""" """""" """""" """""" 1 False True all False False 0 0.7 4.408856900082882 338.34910554 11.51303626 0.052817170874455144 21.659730694699288 17.355520034837724 18.377302434539796 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.000729199964553 6.982081420206197 5.091259756509916 0.9163577129530935 1.3713858168950406 1.256676114600106 0.17762633111468773 False 0.02 Inputed -18.641335114788998 -18.80402718532132 """""" """""" """"""
-0.17317837557041377 0.20010946045149902 -8.404700039601348 18.505940370111745 5636.475623545054 130.56855279937062 18 13 13 68.89384259982035 51 True True 2019amp 202.00182124999 30.274994111111 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 202.00182124999 30.274994111111 TNS 2019amp ZTF19aailsfh 2019amp SNIa 0.06 -0.002779732139440938 0.4853311709710795 0.1051660414138631 0.2221307068389855 0.4853311709710795 0.791615038677886 15.90650080534036 15.90650080534036 52.98734179447999 52.98734179447999 58526.46986109996 58511.4490278 17.946435391385698 17.946435391385698 18.172254203766496 2.0549564157377067 2.748717636648075 6.541020253433897 201.9997298553015 30.27519183774075 0.003436961882300693 16.41557245433092 17.345902952315807 16.78650770554304 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.748717636648075 6.541020253433897 201.9997298553015 30.27519183774075 0.003436961882300693 16.41557245433092 17.345902952315807 16.78650770554304 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.020833299960941 6.541020253433897 2.748717636648075 0.5593952467727661 2.37966248923638 -0.600532439069891 -1.3857464982234546 False 0.06 Inputed -18.983246777431305 -19.209065589812102 """""" """""" """"""
-0.006192476309835477 0.21524891838109078 -17.702483222636165 17.72734357148778 3009.1359922839506 592.8141639237599 129 99 99 68.87709499988705 50 True True 2020nco 2.079075 8.121205555555557 SNII 0.0178 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 2.079075 8.121205555555557 TNS 2020nco ZTF20abgtvhl 2020nco SNII 0.0178 1.0981514945767827 1.2683644113986716 1.1396983281256574 1.1819099146457077 1.2683644113986716 1.357590522557743 243.225349557547 243.225349557547 -174.34825455765994 -174.34825455765994 59033.3604629999 59020.4691319 17.328492451717945 17.711101275184163 17.328492451717945 2.211455370797598 2.5971442522024426 0.8947809148966325 2.07884731434499 8.121100812916195 0.00024496425481734807 14.209041331310273 15.014370442991257 14.43006944949627 0.97 """""" """""" """""" """""" 0 False True all False False 0 2.5971442522024426 0.8947809148966325 2.07884731434499 8.121100812916195 0.00024496425481734807 14.209041331310273 15.014370442991257 14.43006944949627 0.97 False False 0.3 0.7 1.5 0.02 8 3 12.891331099905074 0.8947809148966325 2.5971442522024426 0.5843009934949883 0.3445249196835471 -2.6967308321929053 -2.8984230022216764 False 0.0178 Inputed -17.166136084751503 -16.783527261285286 """""" """""" """"""
-0.19596258039422365 0.1736144919017624 -11.90564917813422 16.98430602394315 4246.4443863612805 244.4667276145885 67 32 32 71.8938079001382 85 True True 2020bvc 218.48753875 40.24378425 SNIc-BL 0.025235 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 218.48753875 40.24378425 TNS 2020bvc ZTF20aalxlis 2020bvc SNIc-BL 0.025235 0.41470738882117075 0.7313336405794324 0.4891535491540999 0.566673008765278 0.7313336405794324 0.9095346709913272 11.065827962249436 11.065827962249436 60.82797993788876 60.82797993788876 58898.51192130009 58884.4754050998 16.40354194988497 16.70828117646489 16.40354194988497 13.886754447539179 5.041233700918303 18.21030830140662 218.494120893525 40.24437210000025 0.0033547823117002773 14.040040916625857 14.976038916703462 14.41338361124158 0.99 """""" """""" """""" """""" 12 True True all False False 0 1.64432835659247 1.0733624444008683 218.4877064719675 40.24405352201385 0.0017511734084068031 17.90694161990911 18.863452495874164 19.267581305896044 0.6944444444444444 False False 0.3 0.7 1.5 0.02 8 3 14.036516200285405 18.21030830140662 5.041233700918303 0.5626553054618828 3.612272190057259 -1.7322422597614278 -1.9901583386433916 False 0.025235 Inputed -18.853087273627395 -18.548348047047476 """""" """""" """"""
-0.13964020385581005 0.3748071581917448 -4.74810692773956 18.600014273403012 5873.787550725757 132.83857747341528 33 20 20 36.97096060030162 55 True True 2019hkn 230.84289416666 28.612543611111 SNIa 0.0822 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 230.84289416666 28.612543611111 TNS 2019hkn ZTF19aazgdvh 2019hkn SNIa 0.0822 -0.09382747546321468 0.35121271072720006 0.004563183501510082 0.11119915080678666 0.35121271072720006 0.6305015700151344 12.276461018612785 12.276461018612785 24.694499581688838 24.694499581688838 58657.211909700185 58647.21499999985 18.226724289669562 18.226724289669562 18.39270352374527 1.2617625932043663 0.7954521912134928 0.05631575676941656 230.84291174556 28.61254617256795 0.00019780360470644798 17.078863336923717 18.282554718515875 17.476051149263384 0.96 """""" """""" """""" """""" 0 False True all False False 0 0.7954521912134928 0.05631575676941656 230.84291174556 28.61254617256795 0.00019780360470644798 17.078863336923717 18.282554718515875 17.476051149263384 0.96 False False 0.3 0.7 1.5 0.02 8 3 9.996909700334072 0.05631575676941656 0.7954521912134928 0.8065035692524916 0.07079716089977038 0.055830428846313396 -0.9166523744818846 False 0.0822 Inputed -19.45718125583779 -19.623160489913495 """""" """""" """"""
-0.18551864088959408 0.2183593682199908 -8.348095405627413 18.741972524099644 5779.808446767187 111.58021204649205 46 33 33 59.896377299912274 49 True True 2021fqk 166.24942916666663 7.698452777777778 SNIa 0.06885 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 166.24942916666663 7.698452777777778 TNS 2021fqk ZTF21aapfime 2021fqk SNIa 0.06885 -0.022463433292717383 0.5560748274381737 0.10277503235216301 0.2403487338906487 0.5560748274381737 0.9325762372943132 13.745432094461078 13.745432094461078 46.150945205451194 46.150945205451194 59294.25001160009 59280.358425899874 18.118182311159938 18.118182311159938 18.26658537489076 1.5962501698676235 2.3191873999084636 6.117739274452774 166.2505773572055 7.69719056634446 0.006029888118466165 17.43873427063942 18.059924302954677 17.71714390461445 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.3191873999084636 6.117739274452774 166.2505773572055 7.69719056634446 0.006029888118466165 17.43873427063942 18.059924302954677 17.71714390461445 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.89158570021391 6.117739274452774 2.3191873999084636 0.3427803983402278 2.6378805243139194 -0.058258008205260836 -0.5494414702763102 False 0.06885 Inputed -19.19204932040859 -19.34045238413941 """""" """""" """"""
-0.180097686165846 0.1918344496606124 -6.618398979587038 17.354024226732204 5416.794771609626 151.74523800956317 32 19 19 64.86162039963529 42 True False 2019ons 328.52104208333 -16.159519 SNIa 0.037 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 328.52104208333 -16.159519 TNS 2019ons ZTF19abrsssx 2019ons SNIa 0.037 0.023186871031516176 0.4418228987064303 0.11741380129650736 0.21836045449264674 0.4418228987064303 0.6965895575938745 14.478683567684934 14.478683567684934 50.38293683195035 50.38293683195035 58732.30011569988 58720.37096060021 16.854727806569098 16.854727806569098 16.85924314034904 2.9572086629094616 3.023790994990538 6.712374954914977 328.52199056 -16.15789216 0.0016581588952978565 15.308244057190418 18.37649199333191 15.43971222782135 1.0 """""" """""" """""" """""" 1 False True all False False 0 2.013694642229577 5.072737951456268 328.52243876 -16.1590878 0.003938299260068834 17.32420260961056 17.2425159676075 17.733456512379647 0.9333333333333332 False False 0.3 0.7 1.5 0.02 8 3 11.929155099671334 6.712374954914977 3.023790994990538 2.936779765510561 2.219854138740162 1.5217641867628124 -1.4195309125276907 False 0.037 Inputed -19.234690058902075 -19.239205392682017 """""" """""" """"""
-0.18581566153953685 0.3309956525837545 -8.035269155788729 19.045437705488357 3369.2876899464995 181.5537420096767 23 11 11 12.973622700199485 31 True True 2020gkz 233.4684625 56.691075 SNIa 0.039605 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 233.4684625 56.691075 TNS 2020gkz ZTF20aaurjzv 2020gkz SNIa 0.039605 0.868020898108071 1.413074921413994 0.993848629855723 1.1264246268589488 1.413074921413994 1.7306382884444176 -0.13460041507114884 -0.13460041507114884 13.108223115270633 13.108223115270633 58956.345115699805 58954.39469909994 18.784111584991113 19.598759909575772 18.784111584991113 3.514581643067565 2.1359601486097324 9.07128741552768 233.47298825943852 56.6906597323495 0.001191869089246289 14.599208843123316 15.79914169818759 14.985349914713503 0.8600000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.1359601486097324 9.07128741552768 233.47298825943852 56.6906597323495 0.001191869089246289 14.599208843123316 15.79914169818759 14.985349914713503 0.8600000000000001 False False 0.3 0.7 1.5 0.02 8 3 1.9504165998660028 9.07128741552768 2.1359601486097324 0.8137917834740875 4.2469366394462265 -3.7996182113881822 -3.79876167027761 False 0.039605 Inputed -17.45893602497261 -16.64428770038795 """""" """""" """"""
-0.1304326068519358 0.3524048867034996 -4.846664297076588 19.01098759257767 5987.704457139208 118.21730101954574 28 12 12 42.94214119995013 41 True False 2019vca 64.42145416666665 -3.5122305555555555 SNIa 0.085 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 64.42145416666665 -3.5122305555555555 TNS 2019vca ZTF19acsvqrx 2019vca SNIa 0.085 -0.11119800582468287 0.3917309686048682 -0.0017392826187112576 0.1180931761818158 0.3917309686048682 0.7158746276311554 11.10897055931514 11.10897055931514 31.83317064063499 31.83317064063499 58811.27300930023 58803.31364580011 18.592981089854014 18.592981089854014 18.794174426342735 1.4179677766938283 1.0035790419102213 0.4251269908267324 64.42143166 -3.51234649 0.011839654343353212 21.803880603194237 22.502073432040216 23.00359643278122 0.7 """""" """""" """""" """""" 0 False True all False False 0 1.0035790419102213 0.4251269908267324 64.42143166 -3.51234649 0.011839654343353212 21.803880603194237 22.502073432040216 23.00359643278122 0.7 False False 0.3 0.7 1.5 0.02 8 3 7.959363500121981 0.4251269908267324 1.0035790419102213 -0.5015230007410025 0.42361086977019957 3.9090923421862023 4.2094220064384835 False 0.085 Inputed -19.12976318962021 -19.33095652610893 """""" """""" """"""
-0.012582517538292341 0.3058240205865097 -15.448287749455446 18.171670607987 3981.4635454425684 220.23987019828945 24 21 21 72.92260419996455 35 True True 2019tza 198.51945791666 59.251361 SNII 0.028 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 198.51945791666 59.251361 TNS 2019tza ZTF19acmwfli 2019tza SNII 0.028 0.574546927495156 0.960027813758046 0.6646702999159153 0.7588577826406038 0.960027813758046 1.1793324129494032 84.69500353258601 84.69500353258601 -11.772399332621461 -11.772399332621461 58792.51392359985 58786.5286921002 18.052434541026805 18.514256094741903 18.052434541026805 0.7444116155153265 3.285911509184535 11.147912932607014 198.52395682735198 59.24928781635595 0.005145428386770012 15.85514370934844 16.54687503495157 16.060817211937607 1.0 """""" """""" """""" """""" 2 False True all False False 0 0.8525482603459837 8.098100436785325 198.5182652230945 59.25352624908935 0.18247873583584517 21.855159589108524 23.346616513638498 22.19700582120061 0.6666666666666666 False False 0.3 0.7 1.5 0.02 8 3 5.98523149965331 11.147912932607014 3.285911509184535 0.4860578230139616 3.392639424843669 -1.967381059790334 -1.9916173290891983 False 0.028 Inputed -17.431468211965452 -16.969646658250355 """""" """""" """"""
-0.08825254153815887 0.3775869364036362 -14.420615438774592 18.63400285577115 5601.129054721765 128.28005189214605 46 39 39 61.878541599959135 39 True True 2020cd 203.23449999999 54.04215 SNII 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 203.23449999999 54.04215 TNS 2020cd ZTF20aadchdd 2020cd SNII 0.04 0.07289697305008502 0.5994936409896994 0.18930890241090026 0.31547256997010464 0.5994936409896994 0.9302847362160733 6.554949386500001 6.554949386500001 55.323592213459136 55.323592213459136 58862.47423609998 58852.53466439992 18.21553108529685 18.21553108529685 18.361138637205965 1.4621005910104694 0.4915579677730829 0.32069741458404205 203.23435104354252 54.04216689562335 0.0023166314749132333 21.45398417247772 21.826093020793202 21.55039186946452 0.63125 """""" """""" """""" """""" 0 False True all False False 0 0.4915579677730829 0.32069741458404205 203.23435104354252 54.04216689562335 0.0023166314749132333 21.45398417247772 21.826093020793202 21.55039186946452 0.63125 False False 0.3 0.7 1.5 0.02 8 3 9.939571700058877 0.32069741458404205 0.4915579677730829 0.27570115132868267 0.6524101644347368 3.610561935496353 3.1892532322585545 False 0.04 Inputed -17.903666250275453 -18.04927380218457 """""" """""" """"""
-0.07251300129834631 0.37771452748071277 -25.131664359113515 17.61171764078648 4081.170118183821 199.74963395941057 6 6 6 11.009328699670732 81 True True 2020lyt 306.2254166666666 -21.689888888888888 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 306.2254166666666 -21.689888888888888 TNS 2020lyt ZTF20abkhjdq 2020lyt SNIa 0.04 0.6355218733737367 1.0774022946666868 0.738158885666877 0.845877993362425 1.0774022946666868 1.3318803648837019 -11.704877857990551 -11.704877857990551 22.714206557661285 22.714206557661285 59040.35587960016 59040.35587960016 17.571544608058236 18.080256485920998 17.571544608058236 28.903142691646046 3.5551528985658196 16.60132772121292 306.22045461720404 -21.68980555021765 0.0066538559192463875 15.317183732566834 23.740729511203767 17.615126512663366 0.7375 """""" """""" """""" """""" 4 False True all False False 0 1.0002219094130702 12.426911411217196 306.227012236969 -21.6867715825246 0.1574509225301598 20.538058180288076 22.217654443366527 20.986028693683146 0.9049999999999999 False False 0.3 0.7 1.5 0.02 8 3 0.0 16.60132772121292 3.5551528985658196 6.125602998540401 4.66965224699901 5.660473025282769 0.043581904605130006 False 0.04 Inputed -18.693260279423182 -18.18454840156042 """""" """""" """"""
-0.059489949719474196 0.431313571564799 -2.386009858512007 18.34624101007472 3316.0338176505766 191.73670960047846 24 24 24 64.96218750020489 74 True True 2020acac 217.75258333333332 25.488880555555557 SNII 0.015137 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 217.75258333333332 25.488880555555557 TNS 2020acac ZTF20acbjgoa 2020acac SNII 0.015137 0.8329502131096689 1.3385074641904424 0.9501402360705526 1.0732891853156765 1.3385074641904424 1.6308204564751385 15.729034117498166 15.729034117498166 49.233153382706725 49.233153382706725 59192.51496529998 59188.535416699946 18.12129718084253 18.940034521663115 18.12129718084253 3.0576726652278152 7.841896640492166 4.624968095492058 217.7528552708425 25.4901416002689 0.002242425371779433 14.144453656333685 14.864069245886803 14.183156660752296 0.9833333333333335 """""" """""" """""" """""" 2 False True all False False 0 0.8353899032964758 2.2401914943474552 217.75302103 25.4883998 0.006257393870959915 20.147535147225856 15.627223837971687 15.2110322355628 1.0 False False 0.3 0.7 1.5 0.02 8 3 3.979548600036651 4.624968095492058 7.841896640492166 0.6809125851345073 0.5897767220764835 -4.075965275776312 -3.938140520090233 False 0.015137 Inputed -16.01994936643331 -15.201212025612723 """""" """""" """"""
-0.006324562305678788 0.09311276894373847 -1.8894075464312081 16.260173129557593 4048.311799433265 279.6433269194607 117 25 25 72.81234950013459 73 True True 2019va 203.81116708333 44.766289 SNIIP 0.0088 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 203.81116708333 44.766289 TNS 2019va ZTF19aadnxnl 2019va SNIIP 0.0088 0.42514808919435154 0.7006835293628839 0.49044012747733845 0.5580821136902756 0.7006835293628839 0.8535116959329478 429.2131300381262 429.2131300381262 -356.40078053799164 -356.40078053799164 58558.239120400045 58502.4896644 16.061565330534055 16.295420268882282 16.061565330534055 5.178974381012098 5.8716976315235065 23.915493860481075 203.817551287387 44.76143256092865 0.01640480151185786 15.487775740608573 16.768607157715557 15.753760785415768 0.99 """""" """""" """""" """""" 13 False True all False False 0 0.7 3.6878408951434185 203.81224352904502 44.7669711353373 0.0929986978356534 22.851714899202584 23.62182247923136 23.09253207374096 0.25000000000000006 False False 0.3 0.7 1.5 0.02 8 3 55.74945600004867 23.915493860481075 5.8716976315235065 1.0148463722997896 4.0730118206505495 0.47318688883327553 -0.30780454511828736 False 0.0088 Inputed -16.898332154962485 -16.66447721661426 """""" """""" """"""
-0.1122051113437755 0.43669404113065824 -10.627916797148856 18.248848956275086 6402.0249451387035 98.66221006879047 13 9 9 19.00964119983837 40 True True 2018kil 7.2884954166666 -0.105389111111 SNIa 0.0686 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 7.2884954166666 -0.105389111111 TNS 2018kil ZTF18acynmcp 2018kil SNIa 0.0686 -0.11142518607703877 0.5134628272193709 0.020912171776046762 0.1683388440020792 0.5134628272193709 0.9350133068634143 -3.1663364954166084 -3.1663364954166084 22.17597769525498 22.17597769525498 58472.18454860011 58472.10696760006 17.95887245764052 17.95887245764052 18.280633243735085 10.170755468920955 1.4486526476110044 0.8054391905308587 7.288275164215165 -0.1053497979384535 0.0026463610777059943 18.819655498952866 19.161948732656242 19.067108212670085 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.4486526476110044 0.8054391905308587 7.288275164215165 -0.1053497979384535 0.0026463610777059943 18.819655498952866 19.161948732656242 19.067108212670085 0.99 False False 0.3 0.7 1.5 0.02 8 3 0.07758100004866719 0.8054391905308587 1.4486526476110044 0.09484051998615683 0.5559919362720394 1.2030762750157216 0.7864749689349999 False 0.0686 Inputed -19.169980183565087 -19.491740969659652 """""" """""" """"""
-0.15069165750065255 0.208116561676904 -7.856743093195059 18.453799848981223 5674.599122969609 105.06901061027315 158 110 110 74.79177080001682 39 True True 2021F 118.79112083333332 44.13120277777778 SNIa 0.06569 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 118.79112083333332 44.13120277777778 TNS 2021F ZTF21aaabaey 2021F SNIa 0.06569 0.0021895537329328363 0.635616194848069 0.13819808092963015 0.2883765962187823 0.635616194848069 1.0536321392284584 14.558657255605807 14.558657255605807 60.23311354441101 60.23311354441101 59227.42825229978 59215.42920139991 17.926861455357162 17.926861455357162 17.98131486733186 2.9131330150052257 3.1740677538836493 6.085763746384082 118.793404559186 44.1316163018315 0.004644584953693576 16.736845929397344 17.297610548779964 16.843491774443386 0.9800000000000001 """""" """""" """""" """""" 2 False True all False False 0 0.7 0.5851997392821822 118.790967872088 44.1313226569381 0.01273975400745364 22.694939827628136 22.537668613333704 22.77873697047949 0.0 False False 0.3 0.7 1.5 0.02 8 3 11.999050899874419 6.085763746384082 3.1740677538836493 0.4541187743365782 1.917338953756677 -0.6292509065771981 -1.1378230928884747 False 0.06569 Inputed -19.373747106589207 -19.428200518563905 """""" """""" """"""
-0.12876387457185157 0.23499812515597807 -13.01776607020066 18.640273357765953 3988.6474159430895 323.2102798411447 188 143 143 71.93428250029683 54 True False 2020rph 48.82422083333333 37.014094444444446 SNIc-BL 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 48.82422083333333 37.014094444444446 TNS 2020rph ZTF20abswdbg 2020rph SNIc-BL 0.03 0.5140172079147121 0.7615714412609584 0.5731310634043609 0.6340646883922787 0.7615714412609584 0.896912025725058 20.109907206193377 20.109907206193377 51.824375294103454 51.824375294103454 59094.36628470011 59072.48538189987 18.078288734418642 18.556850651735772 18.078288734418642 0.8687552273115297 2.7634715476273715 4.768976168672837 48.82367263 37.01534475 0.004078438716337396 17.055494553136825 17.236558492088317 17.14753777618408 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.7634715476273715 4.768976168672837 48.82367263 37.01534475 0.004078438716337396 17.055494553136825 17.236558492088317 17.14753777618408 1.0 False False 0.3 0.7 1.5 0.02 8 3 21.880902800243348 4.768976168672837 2.7634715476273715 0.08902071590423688 1.7257192941853619 -1.3202921596474546 -0.9307509582345617 False 0.03 Inputed -17.556508719206686 -17.077946801889556 """""" """""" """"""
-0.19212954630309415 0.26821138169210884 -5.2017721085400215 18.36439460413269 6655.736184773959 115.30028987236989 30 16 16 45.953194399829954 64 True True 2019ond 255.627875 41.2194 SNIa 0.063 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 255.627875 41.2194 TNS 2019ond ZTF19abqsojs 2019ond SNIa 0.063 -0.2299646684619816 0.23532090641090164 -0.12948394166564725 -0.018929898602159767 0.23532090641090164 0.5390022976954398 13.639786266179366 13.639786266179366 32.31340813365059 32.31340813365059 58727.15481479978 58715.162696800195 17.761490734393664 17.761490734393664 18.053614401682957 2.1214846054422 1.4212453241930079 4.87554598087933 255.62654039141898 41.2203090729959 0.05473371439513475 21.184488654518724 21.94150946096897 21.313186332024337 0.8500000000000001 """""" """""" """""" """""" 1 False True all False False 0 0.7 4.367028231177718 255.626692186419 41.220224597995895 0.0639244706208335 21.941375436986686 21.2666403170681 21.963771175613402 0.75 False False 0.3 0.7 1.5 0.02 8 3 11.992117999587208 4.87554598087933 1.4212453241930079 0.6283231289446327 3.430474597091601 4.180018726575305 3.25957193034138 False 0.063 Inputed -19.209325406121017 -19.50144907341031 """""" """""" """"""
-0.0026490787882727154 0.4858053957618222 -16.139553017510394 17.944154354895822 5039.984931783127 152.1304412585926 61 38 38 72.87689810013399 70 True True 2020ghv 215.94409999999996 9.234599999999999 SNII 0.0299 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 215.94409999999996 9.234599999999999 TNS 2020ghv ZTF20aauvjws 2020ghv SNII 0.0299 0.22276597578398238 0.7009384564787737 0.3308026065531209 0.4462498986457071 0.7009384564787737 0.9902131462645052 256.4674488356251 256.4674488356251 -183.5905507354911 -183.5905507354911 58954.4574190001 58954.378043999895 17.9118616724241 18.091282074717668 17.9118616724241 1.4188935888451994 5.798588290326343 10.696076017590318 215.9417654615095 9.236475617343405 0.004225095395079093 15.073665185524225 17.046716288255453 15.261263712744714 1.0 """""" """""" """""" """""" 7 False True all False False 0 0.7 5.2799679305242355 215.944703243895 9.23594035618959 0.18215466631240318 22.946007374167444 22.227660002715588 22.26083303040743 0.43333333333333335 False False 0.3 0.7 1.5 0.02 8 3 0.07937500020489097 10.696076017590318 5.798588290326343 1.7854525755107389 1.8446000098738422 -1.0445657864622149 -2.6505979596793843 False 0.0299 Inputed -17.715631646213183 -17.536211243919613 """""" """""" """"""
-0.10327722987454387 0.34846355322212597 -6.254276137918015 18.056866386050373 3048.8752850593164 267.45212401274904 38 20 20 55.93932870030403 12 True False 2019cxs 188.45897 77.712283111111 SNIa 0.027899 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 188.45897 77.712283111111 TNS 2019cxs ZTF19aapeime 2019cxs SNIa 0.027899 1.0507079254140521 1.4358731693088345 1.1419939309867289 1.2365485475161044 1.4358731693088345 1.6495347525696893 9.978457155672384 9.978457155672384 45.960871544631644 45.960871544631644 58587.28589119995 58581.26084489981 17.562979786364043 18.689359457495346 17.562979786364043 2.01631451344503 4.9345759234983575 3.217656934713385 188.45925166 77.71139133 0.0007001700502504704 13.807588145446777 14.845658612585067 14.128916183567046 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 4.9345759234983575 3.217656934713385 188.45925166 77.71139133 0.0007001700502504704 13.807588145446777 14.845658612585067 14.128916183567046 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 6.0250463001430035 3.217656934713385 4.9345759234983575 0.7167424290180211 0.6520635176350137 -3.8437008449102787 -3.4340636027969964 False 0.027899 Inputed -17.913021384756117 -16.786641713624814 """""" """""" """"""
-0.022296681833754644 0.2563638802507672 -10.603662625992506 18.78819379863988 4966.6467669591 124.53624257384018 35 16 16 66.95569439977407 51 True True 2019aas 204.66416708333 55.4519 SNII 0.037033 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 204.66416708333 55.4519 TNS 2019aas ZTF18adbacau 2019aas SNII 0.037033 0.21280792705727336 0.8109609111678004 0.34492569036063614 0.488173730540705 0.8109609111678004 1.1875696604388573 72.48461181307624 72.48461181307624 -5.528917413302175 -5.528917413302175 58502.55500000017 58480.514259300195 18.64838592523642 18.723158082555052 18.64838592523642 3.986751354125206 4.888457475204208 7.7432376585120615 204.6664098334725 55.4501654476457 0.0016137628834743678 14.423975340439975 15.389299083491563 14.760165991965234 0.9949999999999999 """""" """""" """""" """""" 7 False True all False False 0 0.7 2.518405240132834 204.665392695917 55.4518206575904 0.14901436045503824 24.339920876476167 22.1496664147985 22.499248509500028 0.13333333333333333 False False 0.3 0.7 1.5 0.02 8 3 22.040740699972957 7.7432376585120615 4.888457475204208 0.6291330915263291 1.5839838431219244 -3.333858999063489 -3.888219933271184 False 0.037033 Inputed -17.44750057728593 -17.372728419967295 """""" """""" """"""
-0.17382231355345612 0.21045271719004144 -1.2686966081444715 17.793637812974538 2811.9204290967473 341.6775545343261 45 19 19 59.011631899978966 97 True True 2019abh 153.17864458333 39.373955 SNIa 0.022846 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 153.17864458333 39.373955 TNS 2019abh ZTF18aaermez 2019abh SNIa 0.022846 1.2019079517057563 1.5162549320760377 1.2773060554997286 1.3547958186565587 1.5162549320760377 1.6867071295811442 13.875123905264957 13.875123905264957 45.13650799471401 45.13650799471401 58514.4111227002 58508.2333217999 17.29211661895338 18.510509784563514 17.29211661895338 2.576814327679744 3.7549862827669087 0.6355635559886833 153.17887272028298 39.3739632003894 0.0004533010838327911 14.077845099941193 15.03463799159169 14.453287857131361 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.7549862827669087 0.6355635559886833 153.17887272028298 39.3739632003894 0.0004533010838327911 14.077845099941193 15.03463799159169 14.453287857131361 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 6.177800900302827 0.6355635559886833 3.7549862827669087 0.5813501344603296 0.16925855599141107 -3.475871792971823 -2.8388287618220183 False 0.022846 Inputed -17.747242730489464 -16.52884956487933 """""" """""" """"""
-0.1596297686302277 0.35431202191059885 -5.433042064847429 19.137975889896868 5918.226410328552 179.99427882879894 25 16 16 36.93650470022112 28 True True 2019cyw 177.28659333333 57.844755222222 SNIa 0.100206 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 177.28659333333 57.844755222222 TNS 2019cyw ZTF19aanxnkd 2019cyw SNIa 0.100206 -0.11013769832561593 0.20019260138174033 -0.039315579243403675 0.0358827607561345 0.20019260138174033 0.3844269682980581 10.053882202091273 10.053882202091273 26.882622498129848 26.882622498129848 58584.26928240014 58575.28225689987 18.746675955895075 18.746675955895075 18.903144813639305 0.5388328099587185 1.5684767962676964 1.2115730370151419 177.286020617671 57.8446125465305 0.0005155501262203988 16.371399886532128 17.405792265666722 16.739053099714518 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.5684767962676964 1.2115730370151419 177.286020617671 57.8446125465305 0.0005155501262203988 16.371399886532128 17.405792265666722 16.739053099714518 0.99 False False 0.3 0.7 1.5 0.02 8 3 8.987025500275195 1.2115730370151419 1.5684767962676964 0.6667391659522046 0.7724519992250872 -1.3408836902283525 -2.164091713924787 False 0.100206 Inputed -19.385158834483992 -19.54162769222822 """""" """""" """"""
-0.18369514671469842 0.2034367016576052 -13.052532999206955 17.528714163820368 4725.695465342718 105.32187650082287 14 13 13 54.97521990025416 69 True True 2019vv 233.51512124999 2.211049 SNIa 0.0342 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 233.51512124999 2.211049 TNS 2019vv ZTF19aadnxgj 2019vv SNIa 0.0342 0.35906167479197393 1.1537019396803316 0.5310997269373736 0.7199934508356804 1.1537019396803316 1.6722251148935925 15.596734863113735 15.596734863113735 39.37848503714042 39.37848503714042 58512.52581019979 58492.54525459977 17.1969533145179 17.338345495074016 17.1969533145179 2.7708186806992727 2.6812137435266243 4.06442373145939 233.51609449149748 2.2104755312988047 0.0006760857412168031 14.902631229370833 15.866748794908524 15.251163165950775 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.6812137435266243 4.06442373145939 233.51609449149748 2.2104755312988047 0.0006760857412168031 14.902631229370833 15.866748794908524 15.251163165950775 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 19.980555600021034 4.06442373145939 2.6812137435266243 0.6155856289577493 1.515889488957123 -1.4715967001654917 -1.9457901485671236 False 0.0342 Inputed -18.72461617734148 -18.583223996785364 """""" """""" """"""
-0.16760300106941475 0.31105755248979916 -4.989987555807101 19.250162177932637 5260.583471924816 141.6546298985895 33 16 16 29.977569399867207 52 True True 2020aazk 139.69957083333333 30.354647222222223 SNIa 0.10196 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 139.69957083333333 30.354647222222223 TNS 2020aazk ZTF20actvgsy 2020aazk SNIa 0.10196 0.05232629180517989 0.5150282040505232 0.15576252195715767 0.26706299003953404 0.5150282040505232 0.8000444826602156 10.053898536034454 10.053898536034454 19.923670863832754 19.923670863832754 59181.54103010008 59173.46466440009 18.969585161060582 18.969585161060582 19.003514113516033 0.6116004486474468 0.835461814089963 0.25456822757771 139.6996518548625 30.354657820928253 0.0003016120054483151 17.47641045788646 18.594893472491503 17.799932872811556 0.8949999999999999 """""" """""" """""" """""" 0 False True all False False 0 0.835461814089963 0.25456822757771 139.6996518548625 30.354657820928253 0.0003016120054483151 17.47641045788646 18.594893472491503 17.799932872811556 0.8949999999999999 False False 0.3 0.7 1.5 0.02 8 3 8.076365699991584 0.25456822757771 0.835461814089963 0.7949605996799463 0.3047036061785799 -0.3746916885690794 -1.2035812407044766 False 0.10196 Inputed -19.323259202651155 -19.357188155106606 """""" """""" """"""
-0.26421986710720763 0.0833234410966682 -7.479751581983061 15.743586392016574 4134.983895582279 227.96848838259365 105 35 35 73.81745380023494 32 True False 2020acat 177.6717708333333 -10.227477777777779 SNIIb 0.0079 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 177.6717708333333 -10.227477777777779 TNS 2020acat ZTF20acwqqjs 2020acat SNIIb 0.0079 0.4339049995023103 0.7790629063885177 0.514710658891687 0.5990883178973299 0.7790629063885177 0.9748917982549798 13.915031696417929 13.915031696417929 59.90242210381702 59.90242210381702 59205.53091439977 59193.541273099836 15.158713413555208 15.158713413555208 15.184575189238172 39.492139723967576 7.2122083949774325 33.429017299794204 177.67729657 -10.21995083 0.026619477075959685 15.309770924365521 16.008635224783422 15.659401577496528 1.0 """""" """""" """""" """""" 9 False True all False False 0 0.7 9.749578825374734 177.67448722 -10.22791173 0.16656575877233426 21.26452594690323 23.079536098194122 22.699075405299663 0.325 False False 0.3 0.7 1.5 0.02 8 3 11.98964129993692 0.0 0.0 0.0 0.0 8.481286586444792 8.085424810761827 True 0.0079 Inputed -17.540533824912195 -17.56639560059516 """""" """""" """"""
-0.14121564589760366 0.3321184368246355 -10.034625641480497 18.396481343354274 5018.135518217004 167.78708871863773 34 18 18 45.03928239969537 54 True True 2019oym 14.973595416666 2.9090313333333 SNIa 0.065 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 14.973595416666 2.9090313333333 TNS 2019oym ZTF19abrmlxu 2019oym SNIa 0.065 0.15753967336797814 0.5680567400729828 0.25108340375579274 0.35049893496693585 0.5680567400729828 0.8125922556609311 11.793061943757987 11.793061943757987 33.24622045593738 33.24622045593738 58733.39829860022 58719.37614580011 18.088870967341432 18.178938020928772 18.088870967341432 2.29146224636615 1.9654701935280925 1.3201369857337417 14.9734078400584 2.908716090602555 0.0009723614495428246 16.655197502236962 17.738010973873138 17.063537139296532 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.9654701935280925 1.3201369857337417 14.9734078400584 2.908716090602555 0.0009723614495428246 16.655197502236962 17.738010973873138 17.063537139296532 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 14.022152800112963 1.3201369857337417 1.9654701935280925 0.6744738345766059 0.6716647192517565 -0.44092704705563435 -1.0253338280449 False 0.065 Inputed -19.24292154161997 -19.15285448803263 """""" """""" """"""
-0.03794743627715201 0.44106841789844137 -32.8493470444108 17.654058068268316 5598.386319449246 204.52257001415566 32 32 32 72.02000000001863 48 True True 2019mbr 61.036292083333 -1.124361 SNII 0.032 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 61.036292083333 -1.124361 TNS 2019mbr ZTF19abkfxfb 2019mbr SNII 0.032 0.14449438310833784 0.4710232210886005 0.2201360902716445 0.2996715302389248 0.4710232210886005 0.6598141589134592 -11.278580920358795 -11.278580920358795 83.29858092037742 83.29858092037742 58694.463425899856 58694.463425899856 17.448847847621835 17.448847847621835 17.586579950532656 2.402249506785932 1.1710183916445747 0.023332207170911928 61.0362856222956 -1.124361525943495 0.001148211371039154 18.37763795557499 18.84405491182327 18.47405900485039 0.96 """""" """""" """""" """""" 0 False True all False False 0 1.1710183916445747 0.023332207170911928 61.0362856222956 -1.124361525943495 0.001148211371039154 18.37763795557499 18.84405491182327 18.47405900485039 0.96 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.023332207170911928 1.1710183916445747 0.369995906972882 0.01992471453684365 1.3952070642014363 0.8874790543177333 False 0.032 Inputed -18.189434399454857 -18.327166502365678 """""" """""" """"""
-0.039405102730622595 0.3854724077106424 -10.793330476759124 19.219102136504688 5911.9660571469885 136.02940101032965 52 31 31 67.89673609985039 42 True True 2020ytk 13.842749999999997 -10.096736111111111 SNII 0.058 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 13.842749999999997 -10.096736111111111 TNS 2020ytk ZTF20acorjop 2020ytk SNII 0.058 -0.046307105354234324 0.4036906529440465 0.053591829276228964 0.1615731813119794 0.4036906529440465 0.6841375945573773 22.41907851377558 22.41907851377558 45.477657586074805 45.477657586074805 59164.23127309978 59155.21079860022 18.860488752766344 18.860488752766344 18.932417992528656 1.2051171530839397 1.142895231690273 1.8405732091397402 13.84281421860625 -10.096228765008501 0.010559371232234938 20.710270488245484 21.319430527312754 20.71229085919976 0.9416666666666668 """""" """""" """""" """""" 0 False True all False False 0 1.142895231690273 1.8405732091397402 13.84281421860625 -10.096228765008501 0.010559371232234938 20.710270488245484 21.319430527312754 20.71229085919976 0.9416666666666668 False False 0.3 0.7 1.5 0.02 8 3 9.020474499557167 1.8405732091397402 1.142895231690273 0.6071396681129926 1.6104478854265964 2.4589417745464104 1.7798728666711057 False 0.058 Inputed -18.148465566439015 -18.220394806201327 """""" """""" """"""
-0.1763646445136201 0.34752620676998736 -4.878842706680835 19.11660265276866 5321.2902378680465 140.78926178090242 66 43 43 37.93020830024034 50 True True 2021cxw 151.91279999999998 58.21305 SNIa 0.079139 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 151.91279999999998 58.21305 TNS 2021cxw ZTF21aajfpwk 2021cxw SNIa 0.079139 0.03543026234661184 0.49571406955287145 0.13821799433890192 0.24889634564529217 0.49571406955287145 0.7797406542972567 13.122320790409855 13.122320790409855 24.807887509830483 24.807887509830483 59266.30995369982 59254.30157409981 18.760671198162967 18.760671198162967 18.81275624552991 0.7199730293838931 3.0959519049270763 25.32081448385083 151.89978655827701 58.211475833749304 0.007351443273964198 14.48295401201889 15.812977184955479 14.899842561594248 0.975 """""" """""" """""" """""" 12 False True all False False 0 0.7 3.121336876241783 151.912387071125 58.2138893111056 0.06210951445970725 22.673635527002514 24.41997333918929 23.960847683243156 0.5 False False 0.3 0.7 1.5 0.02 8 3 12.008379600010812 25.32081448385083 3.0959519049270763 0.9131346233612305 8.178684702289408 -2.9476940132074887 -3.9129136839356633 False 0.079139 Inputed -18.953271402293648 -19.005356449660592 """""" """""" """"""
-0.1562113632091322 0.24835130408046818 -7.877640708102099 18.433161552868054 5720.206115010159 122.53771159144253 42 29 29 65.92055549984798 49 True True 2021cys 185.94631249999995 -0.8864361111111111 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 185.94631249999995 -0.8864361111111111 TNS 2021cys ZTF21aajtszm 2021cys SNIa 0.06 -0.022681557033024546 0.49508514946542803 0.0908485098000078 0.21454155993880164 0.49508514946542803 0.8247538116948476 16.06168291969 16.06168291969 49.85887258015798 49.85887258015798 59270.39991899999 59255.377430600114 17.934889756118487 17.934889756118487 17.972161884682485 1.8341434578869782 0.8607677626348459 4.778334524627013 185.94756295399048 -0.8859905728234769 0.0332546167691804 20.791514543902277 21.93544290268421 21.044589889998434 0.9222222222222223 """""" """""" """""" """""" 0 False True all False False 0 0.8607677626348459 4.778334524627013 185.94756295399048 -0.8859905728234769 0.0332546167691804 20.791514543902277 21.93544290268421 21.044589889998434 0.9222222222222223 False False 0.3 0.7 1.5 0.02 8 3 15.022488399874419 4.778334524627013 0.8607677626348459 0.8908530126857741 5.551247075053476 4.000553146565721 3.072428005315949 False 0.06 Inputed -19.183339096515315 -19.220611225079313 """""" """""" """"""
-0.03828136989124438 0.41905742391861633 -20.855151781587494 17.56172996840359 3674.4846581731435 303.54092929350304 10 9 9 26.03637730004266 55 True True 2020yvt 150.96592916666665 59.436191666666666 SNIIb 0.009969 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 150.96592916666665 59.436191666666666 TNS 2020yvt ZTF19acyxpmp 2020yvt SNIIb 0.009969 0.7335402564547593 1.027926397696998 0.8036931147091444 0.8761011705191706 1.027926397696998 1.189522944276213 1.8647070164726571 1.8647070164726571 24.171670283570002 24.171670283570002 59199.41356479982 59199.41356479982 17.330654429934334 18.352367533864374 17.330654429934334 9.29726561489885 3.836068852586117 0.47893434318197103 150.966183206878 59.4362234750061 0.0003309545577497852 13.611812444391846 14.332239088383316 13.816803180947304 0.38499999999999995 """""" """""" """""" """""" 0 False True all False False 0 3.836068852586117 0.47893434318197103 150.966183206878 59.4362234750061 0.0003309545577497852 13.611812444391846 14.332239088383316 13.816803180947304 0.38499999999999995 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.47893434318197103 3.836068852586117 0.5154359074360126 0.12485029898748913 -4.020128445481058 -3.513851248987031 False 0.009969 Inputed -15.900749172928617 -14.879036068998577 """""" """""" """"""
-0.012869602115494165 0.27622062997052366 -11.244101843572173 18.490514884827963 3968.2329727749757 133.11275367857232 45 31 31 71.85530089959502 23 True False 2019oxi 51.70075 -14.48325 SNII 0.056659 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 51.70075 -14.48325 TNS 2019oxi ZTF19abukakm 2019oxi SNII 0.056659 0.6091183578815169 1.2970512938256817 0.7630391647813433 0.9285140746351388 1.2970512938256817 1.7211253661461825 136.6410597049944 136.6410597049944 -64.7857588053994 -64.7857588053994 58772.37638889998 58724.45976850018 18.327657501553578 18.36914643426771 18.327657501553578 1.497965821942809 3.6606278644571906 9.058759711439508 51.7011084 -14.48075772 0.0032851168446673684 15.540566583919524 16.363538034629823 15.857978719830513 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.6606278644571906 9.058759711439508 51.7011084 -14.48075772 0.0032851168446673684 15.540566583919524 16.363538034629823 15.857978719830513 1.0 False False 0.3 0.7 1.5 0.02 8 3 47.91662039980292 9.058759711439508 3.6606278644571906 0.50555931479931 2.4746464395890646 -2.005608399637886 -2.469678781723065 False 0.056659 Inputed -18.701756540457847 -18.660267607743716 """""" """""" """"""
-0.1431889816957308 0.29976954144222184 -7.077396304177343 18.66963864002641 5371.637915645639 103.17309981921358 26 16 16 44.95464120013639 29 True False 2019mbe 4.6666108333333 -15.801939 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 4.6666108333333 -15.801939 TNS 2019mbe ZTF19abjamgc 2019mbe SNIa 0.07 0.0700585682059014 0.7500949716563952 0.21595087730529627 0.3771182198334486 0.7500949716563952 1.1997893167609206 15.342776739196495 15.342776739196495 29.6118644609399 29.6118644609399 58704.421157400124 58690.41462960001 18.334190088712884 18.334190088712884 18.372447919534448 1.5207422606656273 3.3362777505846606 4.4418601760285386 4.66762074 -15.80117867 0.004668632376917392 16.987548421895504 17.57597689380646 17.245240446805955 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.3362777505846606 4.4418601760285386 4.66762074 -15.80117867 0.004668632376917392 16.987548421895504 17.57597689380646 17.245240446805955 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.006527800112963 4.4418601760285386 3.3362777505846606 0.3307364470005041 1.3313820095614437 -0.7582131949064248 -1.127207472728493 False 0.07 Inputed -19.122718032056348 -19.160975862877912 """""" """""" """"""
-0.01471837401752233 0.28341908591399706 -5.108269262439645 19.318777344115 4102.95036211744 347.9961267502133 140 14 14 66.75171300023794 56 True True 2018iem 128.00889916666 46.240416611111 AGN 0.045 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 128.00889916666 46.240416611111 TNS 2018iem ZTF18aakaajs 2018iem AGN 0.045 0.41533930220082027 0.6324920037004134 0.46733917605432396 0.5208418365971781 0.6324920037004134 0.7505725161770371 86.5597434795999 86.5597434795999 -19.80803047936196 -19.80803047936196 58434.511377300136 58428.50694439979 18.914524271531405 18.914524271531405 19.13838128006163 3.657758092005622 2.103141098012544 0.4173919770076821 128.008991410068 46.2405134219312 0.0002834451350272049 14.981994093881845 15.999421665380002 15.362845255374907 0.8611111111111112 """""" """""" """""" """""" 0 False True all False False 0 2.103141098012544 0.4173919770076821 128.008991410068 46.2405134219312 0.0002834451350272049 14.981994093881845 15.999421665380002 15.362845255374907 0.8611111111111112 False False 0.3 0.7 1.5 0.02 8 3 6.00443290034309 0.4173919770076821 2.103141098012544 0.6365764100050946 0.19846123372422095 -2.915102606151404 -3.7755360246867227 False 0.045 Inputed -17.384794159686273 -17.608651168216497 """""" """""" """"""
-0.0035994400972135486 0.6963427554451379 -14.872251501914167 16.606373141557206 4297.926488597753 226.45208202801868 112 72 72 74.97858799993992 848 True False 2021vaz 85.50716666666665 69.37686944444444 SNII 0.013122 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 85.50716666666665 69.37686944444444 TNS 2021vaz ZTF21abtxxdq 2021vaz SNII 0.013122 0.4235091651749805 0.7692214666332013 0.5044026496112721 0.5889007241152378 0.7692214666332013 0.9655507016270342 94.70957396217516 94.70957396217516 -19.730985962235238 -19.730985962235238 59451.48508099979 59442.450358800124 16.55415492732513 16.75041119018832 16.55415492732513 1.8470426973592189 5.025631049594155 13.10721219273957 85.51681676 69.37817479 7.37868907824124e-05 9.623296457538604 8.609702282333375 23.27 1.0 """""" """""" """""" """""" 39 False True all False False 0 0.7 4.106835687457847 85.50393063 69.3768219 0.10811169647183427 22.81 23.64 23.27 0.5 False False 0.3 0.7 1.5 0.02 8 3 9.03472219966352 13.10721219273957 5.025631049594155 -14.660297717666625 2.608072909331067 -8.140708907854945 6.71584507267487 False 0.013122 Inputed -17.275765653408957 -17.079509390545766 """""" """""" """"""
-0.11491846193172157 0.31046643472277735 -7.101004283373725 18.69844359652679 6170.675412774576 74.00711276812066 45 35 35 53.00627320026979 36 True True 2020wv 200.29641666666663 53.392088888888885 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 200.29641666666663 53.392088888888885 TNS 2020wv ZTF20aafciit 2020wv SNIa 0.08 -0.08007540425638027 0.8394368467064481 0.10452795418461136 0.31720831102246194 0.8394368467064481 1.5161415101254292 16.03567178264319 16.03567178264319 36.970601417626604 36.970601417626604 58872.43005790003 58859.47172449995 18.19804980603733 18.19804980603733 18.389936097263433 1.6263955790519178 2.429682460993609 2.9049918480424797 200.2962439347925 53.39128854820645 0.004105861614120743 17.73338347365618 18.5865172724694 18.010456580896378 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 2.1310558218386353 200.295589883467 53.3917612825365 0.02163777805170808 22.031900322823525 22.2376147192955 21.70241340766072 0.31666666666666665 False False 0.3 0.7 1.5 0.02 8 3 12.958333400078118 2.9049918480424797 2.429682460993609 0.5760606915730229 1.1956261341469678 0.388467466432072 -0.3794795163670557 False 0.08 Inputed -19.399997924807945 -19.59188421603405 """""" """""" """"""
-0.1426728467892571 0.2623309075866018 -5.925652065391628 16.697723110219087 5994.739097587272 207.234885734452 26 19 19 63.89028930012137 212 True False 2020isd 266.3144958333333 -5.0976638888888886 SNIa 0.034 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 266.3144958333333 -5.0976638888888886 TNS 2020isd ZTF20aawadcp 2020isd SNIa 0.034 -0.12784743038953295 0.13336594068161034 -0.06753810304920194 -0.003983949860852931 0.13336594068161034 0.2852497337153892 10.493464467084689 10.493464467084689 53.396824833036675 53.396824833036675 58970.44120369991 58963.40122690005 16.088382327731555 16.088382327731555 16.31899028864152 1.189332931431623 1.4211367390090266 27.507020322467106 266.31189187 -5.09047673 0.06830318335608576 17.30240422821045 17.791202676010133 17.473070580673216 1.0 """""" """""" """""" """""" 49 False True all False False 0 0.7002230714565116 5.246058180684417 266.31420601 -5.09623553 0.01092016891780212 19.135238725090026 20.901999392700194 20.594028531646728 0.0 False False 0.3 0.7 1.5 0.02 8 3 7.039976799860597 0.0 0.0 0.0 0.0 7.551617672268446 6.951009711358481 True 0.034 Inputed -19.589736748642512 -19.820344709552476 """""" """""" """"""
-0.13331075194157194 0.38210788100615345 -8.706354714274134 18.731703636418366 5047.1614158133725 53.56803249789072 23 10 10 24.97981490008533 45 True True 2020rfr 339.9554749999999 -6.437752777777778 SNIc-BL 0.0725 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 339.9554749999999 -6.437752777777778 TNS 2020rfr ZTF20abrmmah 2020rfr SNIc-BL 0.0725 0.31269230370163825 2.1504498649197714 0.6575458708980193 1.0710528158655102 2.1504498649197714 3.6639997856136333 13.53325743911946 13.53325743911946 11.44655746096587 11.44655746096587 59088.357175900135 59073.33417819999 18.5370393037148 18.591260892212674 18.5370393037148 1.9867226119377124 1.316042222516004 1.0045139214973506 339.9552132535 -6.43785381611972 0.0050593048395235485 19.84581732145905 20.126490509171486 20.181190775113105 0.9650000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.316042222516004 1.0045139214973506 339.9552132535 -6.43785381611972 0.0050593048395235485 19.84581732145905 20.126490509171486 20.181190775113105 0.9650000000000001 False False 0.3 0.7 1.5 0.02 8 3 15.022997700143605 1.0045139214973506 1.316042222516004 -0.054700265941619364 0.7632839617994361 1.5352296169588122 1.644151471398306 False 0.0725 Inputed -19.035539973342182 -18.981318384844307 """""" """""" """"""
-0.009306523950110883 0.22491515668382606 -12.25307744681443 18.484285517044384 3407.3059300790965 282.6473144827496 34 26 26 66.89310189988464 121 True False 2019xvo 59.59466666666666 6.715450000000001 SNII 0.018373 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 59.59466666666666 6.715450000000001 TNS 2019xvo ZTF19adbryab 2019xvo SNII 0.018373 0.8411925619454266 1.1743592126289784 0.9203349682163022 1.0021905540511753 1.1743592126289784 1.3583614932563393 205.99892324658958 205.99892324658958 -139.10582134670494 -139.10582134670494 58904.187604200095 58846.25668979995 18.161735718718685 18.447701892308682 18.161735718718685 1.483247498207084 8.587744801091764 2.135759250609225 59.59498707 6.71494929 0.0031759749325773745 14.45353075094223 15.011328386306763 14.845017342185974 1.0 """""" """""" """""" """""" 0 False True all False False 0 8.587744801091764 2.135759250609225 59.59498707 6.71494929 0.0031759749325773745 14.45353075094223 15.011328386306763 14.845017342185974 1.0 False False 0.3 0.7 1.5 0.02 8 3 57.93091440014541 2.135759250609225 8.587744801091764 0.16631104412078912 0.24869850002269572 -3.436373506001919 -3.3167183765327106 False 0.018373 Inputed -16.402010595252904 -16.116044421662906 """""" """""" """"""
-0.11427160344029845 0.4243985562821569 -9.79391771061061 18.833611658199146 5713.071657734799 161.47668541164347 19 11 11 29.022870399989188 88 True True 2020kek 248.23096249999998 0.5520361111111112 SNIa 0.095 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 248.23096249999998 0.5520361111111112 TNS 2020kek ZTF20ababkom 2020kek SNIa 0.095 -0.025856075463927652 0.3499201774966316 0.05917458375812856 0.1499581791520761 0.3499201774966316 0.576435664074264 6.728121760149611 6.728121760149611 22.294748639839575 22.294748639839575 58995.31445599999 58986.29281250015 18.590786327881563 18.590786327881563 18.63516896586688 1.2556717681101097 0.9023727862656742 0.2225095341236571 248.230994997818 0.5519835350336315 0.004405707321526009 20.815666493396762 21.807890401639938 21.107718940706253 0.6549999999999999 """""" """""" """""" """""" 0 False True all False False 0 0.9023727862656742 0.2225095341236571 248.230994997818 0.5519835350336315 0.004405707321526009 20.815666493396762 21.807890401639938 21.107718940706253 0.6549999999999999 False False 0.3 0.7 1.5 0.02 8 3 9.021643499843776 0.2225095341236571 0.9023727862656742 0.7001714609336851 0.24658271781940289 3.2171040737583745 2.472549974839371 False 0.095 Inputed -19.53492076727838 -19.579303405263698 """""" """""" """"""
-0.0432816162718661 0.3934433850374718 -25.487516336250575 19.40526705478806 4593.680214791363 133.07404215551347 54 23 23 52.96506950026378 42 True True 2019see 349.04036583333 13.510660638888 SNIIP 0.035 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 349.04036583333 13.510660638888 TNS 2019see ZTF19acbwwkf 2019see SNIIP 0.035 0.5329708845531975 1.1957819432815455 0.6811603497313818 0.8405557800619263 1.1957819432815455 1.6048224250401901 32.00960355929862 32.00960355929862 20.955465940965162 20.955465940965162 58794.12365739979 58758.17883099988 19.152015875735287 19.505376128527544 19.152015875735287 0.6169764182717555 1.0398264493463858 1.692731266634225 349.0400245498505 13.5103275116844 0.0074968734844346185 20.49498861563206 21.022298434302808 20.723751678574082 0.9285714285714286 """""" """""" """""" """""" 0 False True all False False 0 1.0398264493463858 1.692731266634225 349.0400245498505 13.5103275116844 0.0074968734844346185 20.49498861563206 21.022298434302808 20.723751678574082 0.9285714285714286 False False 0.3 0.7 1.5 0.02 8 3 35.94482639990747 1.692731266634225 1.0398264493463858 0.2985467557287258 1.6278978743984076 1.5169223057752639 1.5717358028387949 False 0.035 Inputed -16.82018881962508 -16.466828566832824 """""" """""" """"""
-0.20646263177021743 0.19007455091645742 -8.63137039337847 16.53476496659919 5952.867738447966 109.53679810626319 146 88 88 73.90381939988583 60 True True 2020aabz 43.745999999999995 4.060280555555555 SNIa 0.0241 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 43.745999999999995 4.060280555555555 TNS 2020aabz ZTF20acqzjqz 2020aabz SNIa 0.0241 -0.05598665346106557 0.52019071279177 0.0682788466749571 0.20511072954558074 0.52019071279177 0.8974187541539393 15.296844290595688 15.296844290595688 58.60697510929015 58.60697510929015 59185.2053704001 59169.318993099965 15.875599053560949 15.875599053560949 16.056016204506953 11.269531065977564 4.72413230856023 5.1800812483282614 43.747190869955105 4.061092593937264 0.0018409413807857211 14.982353146648407 15.72424507171631 15.198328946323395 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.72413230856023 5.1800812483282614 43.747190869955105 4.061092593937264 0.0018409413807857211 14.982353146648407 15.72424507171631 15.198328946323395 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.886377300135791 5.1800812483282614 4.72413230856023 0.5259161253929143 1.0965148539429859 -0.15135398184463966 -0.8576872581835584 False 0.0241 Inputed -19.100063027890556 -19.280480178836562 """""" """""" """"""
-0.1566422765235591 0.2342195132775165 -6.031078710364399 18.556650418702304 5983.002074473251 94.25225854761146 48 26 26 45.92089120019227 40 True True 2020yzw 44.869729166666666 5.022161111111111 SNIa 0.063 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 44.869729166666666 5.022161111111111 TNS 2020yzw ZTF20acowpur 2020yzw SNIa 0.063 -0.08144015396108273 0.5959480153526577 0.06107798649266982 0.22050417010652978 0.5959480153526577 1.0580195449325416 10.25363794197288 10.25363794197288 35.66725325821939 35.66725325821939 59165.298692100216 59158.2802893999 18.02211629381689 18.02211629381689 18.155515714694616 1.3205504986814112 1.166205581947828 1.4901899698449683 44.8695956052081 5.021769134417861 0.002835262378909187 19.128832824649812 19.8241228226614 19.289679069623947 0.8857142857142858 """""" """""" """""" """""" 1 False True all False False 0 1.512639014045659 1.310900450070341 44.8695477902081 5.0218449594178605 0.0043961050838650095 19.24649691977024 19.535847885026932 19.545617726044654 0.90625 False False 0.3 0.7 1.5 0.02 8 3 7.018402700312436 1.4901899698449683 1.166205581947828 0.5344437530374542 1.2778106989987243 1.8020065288445117 1.1341633549293313 False 0.063 Inputed -19.10742409310936 -19.240823513987085 """""" """""" """"""
-0.2957493176197298 0.15979445542468224 -8.85861832204214 16.62523506072253 4019.1988484738617 598.321599645621 73 45 45 72.98386570019647 100 True False 2021mxx 284.2136333333333 36.62233611111111 SNIc 0.00965 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 284.2136333333333 36.62233611111111 TNS 2021mxx ZTF21abcgaln 2021mxx SNIc 0.00965 0.45273937360306604 0.5785951803217024 0.4834289183768945 0.5146302608817095 0.5785951803217024 0.6446889118437582 7.321828621053732 7.321828621053732 65.66203707914275 65.66203707914275 59366.3700116002 59356.39031249983 15.891917572908644 16.180572736115508 15.891917572908644 23.238129927656686 12.425609788573675 6.978537977123886 284.21254251 36.62406564 0.0017198079163180946 12.593256414794922 13.76772422914505 14.138596352291108 1.0 """""" """""" """""" """""" 3 False True all False False 0 0.7 2.726556935607766 284.21279019 36.62199596 0.055492922925218235 22.81 23.64 20.2446528608799 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.979699100367725 6.978537977123886 12.425609788573675 -0.3708721231460572 0.5616253927063765 -2.412848506970457 -1.7533212206175364 False 0.00965 Inputed -17.268684292416808 -16.980029129209946 """""" """""" """"""
-0.11229623370171508 0.29748247876821265 -10.528212659573327 18.899890368531473 5677.9766505745965 168.14242151355555 14 12 12 22.957384299952537 64 True False 2020blz 85.61625416666665 -21.277616666666667 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 85.61625416666665 -21.277616666666667 TNS 2020blz ZTF20aaivvwa 2020blz SNIa 0.1 -0.015018871422977753 0.3470090211895851 0.0672422933948944 0.15483257645714232 0.3470090211895851 0.5636418503352232 16.32946941330942 16.32946941330942 6.62791488664312 6.62791488664312 58888.249525499996 58872.18828700017 18.53976798761504 18.53976798761504 18.5930187060116 1.1778574707112472 1.6463958549081041 0.3777852722672677 85.61624769 -21.2775119 0.0005635373367856022 16.52671794989109 17.501058145451545 16.89703726092577 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.6463958549081041 0.3777852722672677 85.61624769 -21.2775119 0.0005635373367856022 16.52671794989109 17.501058145451545 16.89703726092577 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.061238499823958 0.3777852722672677 1.6463958549081041 0.6040208845257737 0.22946199186607788 -1.0387098421634953 -1.6959814450858275 False 0.1 Inputed -19.69072339245933 -19.743974110855888 """""" """""" """"""
-0.19280167858068376 0.21355545749162236 -8.466300854499917 18.77017770222426 5357.292784618856 104.35424495608599 27 15 15 41.868946800008416 126 True False 2019owq 279.10877166666 24.012346666666 SNIa 0.065 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 279.10877166666 24.012346666666 TNS 2019owq ZTF19abtnbtt 2019owq SNIa 0.065 0.09198374642766183 0.7730617424452291 0.2384364489486508 0.39998233787465054 0.7730617424452291 1.2217769952823403 10.482977835740229 10.482977835740229 31.385968964268187 31.385968964268187 58733.189363399986 58722.247580999974 18.357269548761195 18.357269548761195 18.3861145897171 1.5153082883482503 1.0552537131260176 0.5604590069529999 279.10881447 24.01249736 0.002645685834624212 19.66158940410614 19.96838834543228 19.835576706695555 0.9099999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.0552537131260176 0.5604590069529999 279.10881447 24.01249736 0.002645685834624212 19.66158940410614 19.96838834543228 19.835576706695555 0.9099999999999999 False False 0.3 0.7 1.5 0.02 8 3 10.941782400012016 0.5604590069529999 1.0552537131260176 0.13281163873672597 0.5311130394345936 1.6111187966710858 1.4494621169784558 False 0.065 Inputed -18.945677919244304 -18.974522960200208 """""" """""" """"""
-0.09945262447088292 0.35894437753910907 -19.043834321239586 16.871076240693984 5425.3784543930715 157.5011500316169 38 18 18 69.97494219988585 76 True False 2019ayb 270.26745791666 30.4616 SNIa 0.026 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 270.26745791666 30.4616 TNS 2019ayb ZTF19aakjesi 2019ayb SNIa 0.026 0.13201269275674576 0.5654396473786711 0.23013949844618153 0.33486416290772425 0.5654396473786711 0.8266028826954859 4.213899183703237 4.213899183703237 65.76104301618261 65.76104301618261 58539.48410880007 58526.52864579996 16.581844155809012 16.581844155809012 16.70407743159285 8.209291406718307 2.2998467380042626 0.7725680751035896 270.26770613 30.46158331 0.004765367668049358 18.439918375718594 18.185911619520187 18.34004108121395 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.2998467380042626 0.7725680751035896 270.26770613 30.46158331 0.004765367668049358 18.439918375718594 18.185911619520187 18.34004108121395 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.955463000107557 0.7725680751035896 2.2998467380042626 -0.1541294616937634 0.33592154743928754 1.604067463711175 1.6359636496211003 False 0.026 Inputed -18.617817994614484 -18.74005127039832 """""" """""" """"""
-0.1362801983280368 0.23708441518735357 -29.037409320978384 17.465795013390057 5986.539603651427 127.98448931578292 15 14 14 58.93508099997416 40 True False 2019xvx 213.03699999999998 -4.12041111111111 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 213.03699999999998 -4.12041111111111 TNS 2019xvx ZTF20aadcaop 2019xvx SNIa 0.06 0.14333703100577466 0.6974056780124158 0.2659686992324204 0.3987645263707478 0.6974056780124158 1.0448706597617168 -18.475794084881375 -18.475794084881375 77.41087508485553 77.41087508485553 58852.52260420006 58852.52260420006 17.633486128514388 17.633486128514388 17.829180072518074 8.091647878471699 3.1000069762149347 1.843506031814783 213.03701174 -4.11989916 0.004529716974677411 17.512297721886636 18.319704180526735 17.893869256067276 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.1000069762149347 1.843506031814783 213.03701174 -4.11989916 0.004529716974677411 17.512297721886636 18.319704180526735 17.893869256067276 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 1.843506031814783 3.1000069762149347 0.42583492445945836 0.5946780268429196 0.6862180520123466 0.06468918354920206 False 0.06 Inputed -19.326320908679726 -19.522014852683412 """""" """""" """"""
-0.09832505223831803 0.3375060336042139 -28.219573477523266 17.65883345421639 6755.429189775245 133.26960418460658 21 21 21 59.875902799889445 33 True False 2021twb 11.78245833333333 -25.66198888888889 SNIa 0.065 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 11.78245833333333 -25.66198888888889 TNS 2021twb ZTF21abqqbfz 2021twb SNIa 0.065 -0.04756756714254351 0.4127941537487416 0.05437862282933281 0.164749146352694 0.4127941537487416 0.7009328893385174 -17.172827335442477 -17.172827335442477 77.04873013533192 77.04873013533192 59428.43809030019 59428.43809030019 17.595831657015523 17.595831657015523 17.736056887117456 4.2926164315662385 4.442235674077563 5.1405451500807695 11.78192458 -25.66064445 0.00429803007887819 16.22761333605051 16.999728260397912 16.59892892984152 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.442235674077563 5.1405451500807695 11.78192458 -25.66064445 0.00429803007887819 16.22761333605051 16.999728260397912 16.59892892984152 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 5.1405451500807695 4.442235674077563 0.40079933055639216 1.1571977551929888 -0.596103396617611 -1.1371279572759363 False 0.065 Inputed -19.595735621843946 -19.73596085194588 """""" """""" """"""
-0.16397584608326565 0.27747213077143135 -7.740583770939862 19.120236000655456 5067.54954643846 170.87945594969267 37 24 24 43.974861099850386 80 True True 2021xau 322.2940458333333 6.160227777777778 SNIa 0.083 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 322.2940458333333 6.160227777777778 TNS 2021xau ZTF21abtgbwr 2021xau SNIa 0.083 0.1210151061570599 0.5134527666405475 0.21053866210704086 0.3056145355859705 0.5134527666405475 0.7467260311839325 13.082332075164459 13.082332075164459 30.892529024685928 30.892529024685928 59453.27761569992 59440.27313659992 18.79275533552706 18.80384701315611 18.79275533552706 0.7887914168062313 1.2811292567741308 0.07899943953975869 322.294028971998 6.16024193832271 0.002764826399926701 19.29754591752529 20.12739163184166 19.60369294105053 0.9899999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.2811292567741308 0.07899943953975869 322.294028971998 6.16024193832271 0.002764826399926701 19.29754591752529 20.12739163184166 19.60369294105053 0.9899999999999999 False False 0.3 0.7 1.5 0.02 8 3 13.004479099996388 0.07899943953975869 1.2811292567741308 0.5236986907911323 0.06166391027450142 1.3235446186855526 0.8109376055234705 False 0.083 Inputed -19.07853814461128 -19.06744646698223 """""" """""" """"""
-0.4092675420455266 0.2868371819023744 -2.5337432771767756 17.843419458334466 6406.4433481437645 246.2331987029109 32 18 18 31.917986100073904 53 True True 2019deh 211.43156916666 9.5157686111111 SNIbn 0.05469 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 211.43156916666 9.5157686111111 TNS 2019deh ZTF19aapfmki 2019deh SNIbn 0.05469 -0.22626218852007085 -0.029121453723572444 -0.18024785109717456 -0.13210140776153878 -0.029121453723572444 0.08327040802416974 6.434639626905932 6.434639626905932 25.48334647316797 25.48334647316797 58586.27288189996 58580.35590279987 17.279525224297547 17.279525224297547 17.55745458711237 1.2033696457546699 6.24730345464266 16.21688526006302 211.428669383784 9.512288205205063 0.006580003570334392 14.97247977075219 15.871635954899789 15.292177268868684 0.9800000000000001 """""" """""" """""" """""" 4 False True all False False 0 0.7 8.18048189295053 211.43018440875 9.51395244887081 0.2292511197480126 22.185192646220923 22.14972427265167 22.803868810157777 0.19999999999999998 False False 0.3 0.7 1.5 0.02 8 3 5.91697910008952 16.21688526006302 6.24730345464266 0.5794586860311046 2.5958216017202593 -1.4078892693977583 -2.2652773182436867 False 0.05469 Inputed -19.394160691732395 -19.67209005454722 """""" """""" """"""
-0.11750581402035637 0.3327677410418151 -15.500833625817684 19.13821932850927 5456.175486849233 113.65229152435641 14 12 12 30.992419000249356 36 True True 2018ihj 12.439056666666 -10.15712430555 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 12.439056666666 -10.15712430555 TNS 2018ihj ZTF18accsawg 2018ihj SNIa 0.1 0.14676413730096272 0.7850640657881378 0.28589387279814105 0.438034191404185 0.7850640657881378 1.196122332550793 15.986161177905533 15.986161177905533 15.006257822343823 15.006257822343823 58447.31615740014 58425.19304399984 18.723200715526843 18.869000315861655 18.723200715526843 1.1340051331779573 2.084370669257467 3.3961521794084657 12.438317156070351 -10.15652423243765 0.006650475370284958 18.505450440165998 19.395107005873918 18.927011285573244 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 2.0242162773218118 12.4385577902866 -10.1568504017288 0.012351343718085883 21.380909035038947 22.400951717596055 21.610034859075547 0.0 False False 0.3 0.7 1.5 0.02 8 3 22.123113400302827 3.3961521794084657 2.084370669257467 0.46809572030067415 1.6293417622395856 0.5261066900122628 0.20381057004640013 False 0.1 Inputed -19.560541382944084 -19.414741782609273 """""" """""" """"""
-0.08051556359061388 0.3487722701047623 -30.553078292216473 18.3692133497764 3321.4485527127954 238.38268729538635 11 11 11 31.938136599957943 61 True False 2020wts 89.22964583333332 -21.324122222222222 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 89.22964583333332 -21.324122222222222 TNS 2020wts ZTF20acjpwdk 2020wts SNIa 0.05 1.0970727265895306 1.5408660651875934 1.2015803985511653 1.3102831281108678 1.5408660651875934 1.7900594754730506 -15.458418711843734 -15.458418711843734 47.39655531180168 47.39655531180168 59139.471817099955 59137.45954860002 18.50118247696915 19.55451997963502 18.50118247696915 2.571300311543667 1.927151894309736 0.5815360416149071 89.22951755 -21.32401353 0.0005085133238287298 15.964621018731595 17.016051566648482 16.33454184129238 0.95 """""" """""" """""" """""" 0 False True all False False 0 1.927151894309736 0.5815360416149071 89.22951755 -21.32401353 0.0005085133238287298 15.964621018731595 17.016051566648482 16.33454184129238 0.95 False False 0.3 0.7 1.5 0.02 8 3 2.0122684999369085 0.5815360416149071 1.927151894309736 0.6815097253561007 0.3017593181585724 -2.538468412986539 -2.1666406356767673 False 0.05 Inputed -18.253356154206127 -17.200018651540255 """""" """""" """"""
-0.17200463638761604 0.22112642363211363 -7.139473665248348 18.663176679619795 5763.062495738404 116.222078116246 43 39 39 41.93015050003305 51 True True 2020yza 160.3965375 -3.4415055555555556 SNIa 0.071 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 160.3965375 -3.4415055555555556 TNS 2020yza ZTF20acoxmsr 2020yza SNIa 0.071 -0.03634918523495401 0.5089527526981463 0.08232557237645466 0.2122469602780228 0.5089527526981463 0.8605937380440878 10.607635843604902 10.607635843604902 31.322514656428147 31.322514656428147 59165.522129599936 59156.54815969989 18.141136752591414 18.141136752591414 18.2297304831102 1.0907788868337773 0.8264836159940656 0.16969814891487506 160.396491396537 -3.4415157612657348 0.0003647254944975087 17.771343171904086 18.833365514223576 18.154242122285368 0.53 """""" """""" """""" """""" 0 False True all False False 0 0.8264836159940656 0.16969814891487506 160.396491396537 -3.4415157612657348 0.0003647254944975087 17.771343171904086 18.833365514223576 18.154242122285368 0.53 False False 0.3 0.7 1.5 0.02 8 3 8.97396990004927 0.16969814891487506 0.8264836159940656 0.6791233919382087 0.2053254845357921 0.6922287616321618 -0.07548836082483135 False 0.071 Inputed -19.296723327112122 -19.385317057630907 """""" """""" """"""
-0.08342234323822101 0.09225721442210044 -20.27860422143852 17.865204188150845 5535.3979393288 178.09385747123517 86 25 25 67.8191781998612 45 True True 2018gfx 38.298016666666 -1.3056705 SNIIn 0.0503 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 38.298016666666 -1.3056705 TNS 2018gfx ZTF18abtswjk 2018gfx SNIIn 0.0503 0.09202679750165998 0.4592679796532799 0.1760753609998531 0.265149688344664 0.4592679796532799 0.6762757153212178 36.2120005310605 36.2120005310605 31.607177668800706 31.607177668800706 58397.399236099795 58369.47621530015 17.33721206959396 17.370826786476147 17.33721206959396 1.2119793047067504 1.3733467275346318 0.5137504480398217 38.298033448451 -1.305528781187465 0.0003100675672391695 16.18954218989074 17.220508727500437 16.58787475108981 0.8800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.3733467275346318 0.5137504480398217 38.298033448451 -1.305528781187465 0.0003100675672391695 16.18954218989074 17.220508727500437 16.58787475108981 0.8800000000000001 False False 0.3 0.7 1.5 0.02 8 3 27.92302079964429 0.5137504480398217 1.3733467275346318 0.6326339764106272 0.37408648358021185 -0.15031805897571004 -0.7493373185041499 False 0.0503 Inputed -19.43046999233411 -19.396855275451923 """""" """""" """"""
-0.004719518351309146 0.3462047399923839 -5.936591322303399 17.195887235060557 5323.329238945558 177.9987248192188 28 13 13 57.90798609983176 308 True True 2018kpo 55.179457916666 -6.423319 SNII 0.01749 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 55.179457916666 -6.423319 TNS 2018kpo ZTF18adbclkd 2018kpo SNII 0.01749 0.033084518887832814 0.3852721408488975 0.11360400159502859 0.19899726661648742 0.3852721408488975 0.5937414339103491 224.72592679686733 224.72592679686733 -166.81794069703557 -166.81794069703557 58487.17365740007 58481.26393519994 17.13893199878769 17.13893199878769 17.179169488524938 4.127134554851749 8.96395091686954 29.885755502958876 55.17907029068335 -6.41502634264386 0.0027432753553637834 12.41825358599186 12.611566377356052 12.725518946752548 0.9949999999999999 """""" """""" """""" """""" 128 True True all False False 0 0.7 0.5383329774674791 55.17931814202115 -6.423374397331569 0.005587673406645122 21.636007810983656 21.429341569025517 21.525058718361855 0.26 False False 0.3 0.7 1.5 0.02 8 3 5.909722200129181 29.885755502958876 8.96395091686954 -0.11395256939649556 3.333993657497157 -4.527365621431638 -4.45365054177239 False 0.01749 Inputed -17.27713617312671 -17.317373662863957 """""" """""" """"""
-0.07818785905834826 0.3740099459160519 -8.713272254695624 17.667669890744335 5202.884715071049 226.46800571799452 41 27 27 58.73745370004326 85 True False 2019tbq 77.947421666666 52.538941111111 SNIIP 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 77.947421666666 52.538941111111 TNS 2019tbq ZTF19acgzzea 2019tbq SNIIP 0.03 0.07263112312255515 0.3503972805733966 0.13739514797316232 0.2052070503384371 0.3503972805733966 0.5090845708793488 9.821287143781483 9.821287143781483 48.91616655626178 48.91616655626178 58784.46215280006 58778.50592589984 17.33612722829289 17.33612722829289 17.38952801638746 1.0244048877389684 2.027663611972832 1.6934260332406115 77.94665288 52.53899239 0.0018510480598310508 17.350126170539856 23.64 20.233832414627074 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.027663611972832 1.6934260332406115 77.94665288 52.53899239 0.0018510480598310508 17.350126170539856 23.64 20.233832414627074 1.0 False False 0.3 0.7 1.5 0.02 8 3 5.956226900219917 1.6934260332406115 2.027663611972832 3.406167585372927 0.8351612285397668 6.303872771707109 2.844304398239615 False 0.03 Inputed -18.24526943723787 -18.298670225332437 """""" """""" """"""
-0.1751938816452394 0.24032485902300407 -12.514601692872269 17.735234472044354 5010.414972342476 96.59696284689221 49 27 27 57.95622690021992 75 True True 2021sqe 235.8635833333333 7.906838888888889 SNIa 0.0366729982 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 235.8635833333333 7.906838888888889 TNS 2021sqe ZTF21abkavmp 2021sqe SNIa 0.0366729982 0.2701108859112047 1.1077449818903986 0.44880252345754457 0.646856902566256 1.1077449818903986 1.667987896649354 16.666809125081844 16.666809125081844 41.28941777513808 41.28941777513808 59423.29105320014 59402.247847199906 17.340116708182883 17.39331331469774 17.340116708182883 3.4775281191475145 2.3919224663614274 17.81356997521123 235.8626175072615 7.911693748683749 0.0022311822508119805 13.820771682345868 14.65213597937107 14.103904743115901 0.2 """""" """""" """""" """""" 8 False True all False False 0 0.7 2.2631545766919725 235.86362421 7.90621154 0.04212653150067436 22.81 23.64 23.27 0.55 False False 0.3 0.7 1.5 0.02 8 3 21.04320600023493 17.81356997521123 2.3919224663614274 0.5482312362551696 7.447386036015241 -2.741177335326668 -3.236211965066982 False 0.0366729982 Inputed -18.73436698670777 -18.681170380192913 """""" """""" """"""
-0.11192820133452498 0.3949821106633875 -8.665739376798326 19.12767505417474 5699.9863026728035 200.43397046022048 43 29 29 48.90423610014841 47 True True 2020rkt 36.24529166666666 -5.261744444444444 SNIa 0.103 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 36.24529166666666 -5.261744444444444 TNS 2020rkt ZTF20abqlgtv 2020rkt SNIa 0.103 -0.04577938220749189 0.2446106701793731 0.021189242147066523 0.0918136797456981 0.2446106701793731 0.41382153526355125 8.63811588956139 8.63811588956139 40.26612021058702 40.26612021058702 59076.48204859998 59067.47739579994 18.828087747250805 18.828087747250805 18.83867286433186 0.7437075869526862 0.7213060115929758 0.6019483325930609 36.24542101495565 -5.261637822703195 0.014297810616052953 22.769592273398636 23.204376673088074 22.32280702454686 0.43333333333333335 """""" """""" """""" """""" 0 False True all False False 0 0.7213060115929758 0.6019483325930609 36.24542101495565 -5.261637822703195 0.014297810616052953 22.769592273398636 23.204376673088074 22.32280702454686 0.43333333333333335 False False 0.3 0.7 1.5 0.02 8 3 9.004652800038457 0.6019483325930609 0.7213060115929758 0.8815696485412126 0.83452560067215 4.376288925837269 3.484134160215003 False 0.103 Inputed -19.51060368605097 -19.521188803132024 """""" """""" """"""
-0.1861680324013991 0.21834007509460446 -8.036311178493971 18.547203034921317 6101.862134039233 125.08398404679247 63 44 44 71.93282400025055 117 True False 2021oan 282.7302958333333 33.59970555555556 SNIa 0.079 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 282.7302958333333 33.59970555555556 TNS 2021oan ZTF21abcympb 2021oan SNIa 0.079 -0.10579459773288491 0.36689321467402536 -0.0021185874635349933 0.11082119781119104 0.36689321467402536 0.6675789502903591 14.093421118724779 14.093421118724779 57.83940288152577 57.83940288152577 59376.369687499944 59362.41376159992 17.892813744174926 17.892813744174926 18.10240013319155 1.503992686450641 0.6984945368631603 0.15646161474449347 282.73024711 33.59972111 0.013764837028235721 22.998658389687538 23.199824087238312 23.32308800840378 0.05 """""" """""" """""" """""" 0 False True all False False 0 0.6984945368631603 0.15646161474449347 282.73024711 33.59972111 0.013764837028235721 22.998658389687538 23.199824087238312 23.32308800840378 0.05 False False 0.3 0.7 1.5 0.02 8 3 13.95592590002343 0.15646161474449347 0.6984945368631603 -0.12326392116546714 0.22399833711962922 5.307010343063386 5.220687875212228 False 0.079 Inputed -19.659744030019944 -19.86933041903657 """""" """""" """"""
-0.22676307123310924 0.2071929507683512 -4.604167213809081 17.529931014668733 5155.4105250709135 182.93173070810238 16 10 10 45.99758100043982 57 True True 2018ikg 347.06700208333 22.71216 SNIa 0.036 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 347.06700208333 22.71216 TNS 2018ikg ZTF18acehilk 2018ikg SNIa 0.036 0.06671248738969737 0.41678485924909836 0.14698634315078252 0.2319545357083328 0.41678485924909836 0.6229183237216205 10.410828371667586 10.410828371667586 35.58675262877224 35.58675262877224 58437.21636570012 58429.14299769979 17.077505850081227 17.077505850081227 17.15337908909647 8.728389324325299 4.45081944451985 1.978936520684333 347.066579606051 22.71254768080095 0.000551846266899414 13.835234702796935 14.988378394699097 14.280806336507798 0.99 """""" """""" """""" """""" 1 False True all False False 0 1.9573726448224558 0.3712122674494603 347.06691703 22.71209309 0.0015646844207729549 17.421369472932817 22.32453194999695 14.833650703811646 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.073368000332266 1.978936520684333 4.45081944451985 0.7075720581912996 0.4446229610866227 -2.0891274553821297 -2.872572752588674 False 0.036 Inputed -18.880528596442097 -18.956401835457342 """""" """""" """"""
-0.0935578632243303 0.22931312530260223 -17.950348424266885 17.43054651571464 6059.812831184188 96.49147469840184 106 64 64 68.0194907002151 43 True False 2021vnt 62.582575 22.578 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 62.582575 22.578 TNS 2021vnt ZTF21absjlur 2021vnt SNIa 0.05 0.065613610055415 0.8007919177547436 0.22165475863628004 0.395208945390614 0.8007919177547436 1.295792694565403 4.7985292071244885 4.7985292071244885 63.22096149309061 63.22096149309061 59443.45505789993 59436.446886599995 16.811883286476938 16.811883286476938 17.04137471350383 3.647848909499595 1.063122802088469 1.2156398919032763 62.58267334 22.57767476 0.010120713706509243 21.130123363780974 20.80141359424591 20.86776587934494 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.063122802088469 1.2156398919032763 62.58267334 22.57767476 0.010120713706509243 21.130123363780974 20.80141359424591 20.86776587934494 1.0 False False 0.3 0.7 1.5 0.02 8 3 7.0081712999381125 1.2156398919032763 1.063122802088469 -0.06635228509902902 1.143461404002616 3.989530307768973 3.826391165841109 False 0.05 Inputed -19.713163917671444 -19.942655344698338 """""" """""" """"""
-0.11297057907314456 0.3553898532972903 -10.568982847413414 18.884892246740044 5450.439824241911 151.48430447246497 23 20 20 34.033507000189275 57 True False 2020prc 39.572245833333334 41.45002222222222 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 39.572245833333334 41.45002222222222 TNS 2020prc ZTF20abmectx 2020prc SNIa 0.09 0.051040599531116726 0.47915753280382134 0.14743874638683252 0.250684551481811 0.47915753280382134 0.7395435440608367 1.566237722552998 1.566237722552998 32.46726927763628 32.46726927763628 59049.45229170006 59046.47467589984 18.60282543903771 18.60282543903771 18.735976518444136 1.2467990033160183 2.513126438942349 2.7416899220922124 39.57132747 41.45034809 0.00146552400896105 16.34630633916855 17.445693656539916 16.74511602213383 0.99 """""" """""" """""" """""" 0 False True all False False 0 2.513126438942349 2.7416899220922124 39.57132747 41.45034809 0.00146552400896105 16.34630633916855 17.445693656539916 16.74511602213383 0.99 False False 0.3 0.7 1.5 0.02 8 3 2.9776158002205193 2.7416899220922124 2.513126438942349 0.7005776344060877 1.09094786462318 -1.1571317824977925 -1.990860496310308 False 0.09 Inputed -19.3144081267351 -19.447559206141527 """""" """""" """"""
-0.20051705726278013 0.21929802573437562 -8.755896592174572 17.48539070106149 4694.668905241725 206.7832120966308 22 15 15 71.74883099971339 20 True False 2019axg 159.15075249999 -7.108683972222 SNIa 0.028 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 159.15075249999 -7.108683972222 TNS 2019axg ZTF19aahygro 2019axg SNIa 0.028 0.2342954300304676 0.5762200362843153 0.31365505069737054 0.3969942407923348 0.5762200362843153 0.7732609467369116 12.725915434359283 12.725915434359283 59.02291556535411 59.02291556535411 58538.35534719983 58524.44059030013 17.067794036156446 17.139302170830174 17.067794036156446 5.951207915323778 4.712894534257297 19.11319481984912 159.14735575 -7.11278601 0.0027647560883097277 13.72311824684143 14.749231140661239 14.090472564864159 0.97 """""" """""" """""" """""" 1 False True all False False 0 2.487635064120362 8.005788303163675 159.15210593 -7.10691149 0.008121407877043074 17.29194829096794 18.13945291802883 17.52398124241829 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.914756899699569 19.11319481984912 4.712894534257297 0.65875857579708 4.055510829049596 -2.3900710301689347 -2.977321471292287 False 0.028 Inputed -18.41610871683581 -18.344600582162084 """""" """""" """"""
-0.17725782495598236 0.16855512535024078 -7.820781625203558 17.15478124285643 5680.965121509606 101.34948253800219 75 61 61 65.06226849975064 35 True False 2020kej 225.42016666666666 78.31463055555555 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 225.42016666666666 78.31463055555555 TNS 2020kej ZTF20aazymxi 2020kej SNIa 0.04 0.003913246086675315 0.6663362504344761 0.1453655478750484 0.3021032208423158 0.6663362504344761 1.1075695893846031 17.303056018537124 17.303056018537124 47.759212481213524 47.759212481213524 59001.36370369978 58986.28451390006 16.551698205555663 16.551698205555663 16.667722959188577 7.941230561854606 2.948774729206121 13.018707214145579 225.4082719 78.31193381 0.008611579444625095 16.27375552882552 17.292925129711627 16.581242154467105 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.948774729206121 13.018707214145579 225.4082719 78.31193381 0.008611579444625095 16.27375552882552 17.292925129711627 16.581242154467105 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.07918979972601 13.018707214145579 2.948774729206121 0.7116829752445213 4.414954823507498 0.7412269241559635 -0.08648080472147157 False 0.04 Inputed -19.59708192829284 -19.713106681925755 """""" """""" """"""
-0.25746839667895166 0.18116402326654754 -7.188413070117712 18.351232938977105 6073.0029507145955 117.80372663147466 50 27 27 51.91797460010275 66 True True 2021tto 232.14616249999997 34.56164722222222 SNIa 0.063092 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 232.14616249999997 34.56164722222222 TNS 2021tto ZTF21abmsppx 2021tto SNIa 0.063092 -0.10391409144084562 0.4042111751926498 0.006647981977124573 0.12770738481101773 0.4042111751926498 0.731854770168411 8.437196431101803 8.437196431101803 43.48077816900095 43.48077816900095 59423.22571759997 59414.23530089995 17.765209832126686 17.765209832126686 17.90889532172743 1.9975633970215534 1.4318250395782888 3.5600827054901436 232.1469208609305 34.56241398282115 0.0005311180228178003 15.603837306176423 16.84687200548649 16.015738840026856 0.97 """""" """""" """""" """""" 0 False True all False False 0 1.4318250395782888 3.5600827054901436 232.1469208609305 34.56241398282115 0.0005311180228178003 15.603837306176423 16.84687200548649 16.015738840026856 0.97 False False 0.3 0.7 1.5 0.02 8 3 8.990416700020432 3.5600827054901436 1.4318250395782888 0.831133165459633 2.486395060208393 -0.9183378266401974 -1.8931564817005757 False 0.063092 Inputed -19.357258799644818 -19.500944289245563 """""" """""" """"""
-0.11087483655565604 0.3222244372097447 -17.60058706312281 18.13351152074491 6028.417329806424 167.1481371852037 49 39 39 73.940740799997 41 True False 2021mzf 346.4591 34.901538888888886 SNIa 0.062 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 346.4591 34.901538888888886 TNS 2021mzf ZTF21abcdtoi 2021mzf SNIa 0.062 -0.03785693095618825 0.32013852625865624 0.04340381124838544 0.1299873165146188 0.32013852625865624 0.5347399689935486 -4.344220590141349 -4.344220590141349 78.28496139013835 78.28496139013835 59359.44854169991 59356.40645830007 17.743350881698095 17.743350881698095 17.913534350287335 3.0977469315226305 2.9110183758605848 4.566367117288618 346.45864905 34.90275221 0.005026762550407238 17.29574282479286 18.00949652762413 17.596397487974166 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.9110183758605848 4.566367117288618 346.45864905 34.90275221 0.005026762550407238 17.29574282479286 18.00949652762413 17.596397487974166 1.0 False False 0.3 0.7 1.5 0.02 8 3 3.042083399835974 4.566367117288618 2.9110183758605848 0.4130990396499641 1.568649361733645 0.2661456459260343 -0.31713686231316984 False 0.062 Inputed -19.31416496086967 -19.48434842945891 """""" """""" """"""
-0.06352378136489033 0.39208851574364445 -14.782160101273814 17.783585059503867 4962.015550599024 71.3926957703013 25 18 18 41.98135419981554 44 True False 2020zg 60.651610833333 -16.19842447222 SNIc-BL 0.0557 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 60.651610833333 -16.19842447222 TNS 2020zg ZTF20aafmdzj 2020zg SNIc-BL 0.0557 0.4193921337444593 1.7473120621944318 0.6879591639699782 0.9955980309999788 1.7473120621944318 2.7195089438372726 12.027236641474701 12.027236641474701 29.95411755834084 29.95411755834084 58875.1973611 58863.126817100216 17.773240651682258 17.796276717885267 17.773240651682258 1.6783624544830429 1.359227951922405 4.988368291222241 60.65259305 -16.1974094 0.018919678867811873 19.744800757932662 19.692491674268247 19.786607111024857 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.359227951922405 4.988368291222241 60.65259305 -16.1974094 0.018919678867811873 19.744800757932662 19.692491674268247 19.786607111024857 0.975 False False 0.3 0.7 1.5 0.02 8 3 12.070543999783695 4.988368291222241 1.359227951922405 -0.09411543675660994 3.670001256350719 1.8962149563829804 2.013366459342599 False 0.0557 Inputed -19.2186213952693 -19.19558532906629 """""" """""" """"""
-0.042587491026181284 0.2444891409335226 -10.483598974467297 19.12348663604725 4377.483467492742 259.02423576196065 19 16 16 66.89174770005047 52 True True 2021alq 226.2578583333333 12.641633333333333 SNII 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 226.2578583333333 12.641633333333333 TNS 2021alq ZTF21aaekeqv 2021alq SNII 0.04 0.34715646104926634 0.6335082000908798 0.41468487668192466 0.4848655847754806 0.6335082000908798 0.793763985699286 44.52266635652998 44.52266635652998 22.36908134352049 22.36908134352049 59250.426990699954 59228.495798599906 18.713038029982968 19.06897679203342 18.713038029982968 0.8684172611697232 0.8930890333920638 0.8091716056564915 226.25802906331398 12.64178422704105 0.0026552996635925696 19.949553438470364 20.48730589666843 20.191140902255775 0.9666666666666666 """""" """""" """""" """""" 0 False True all False False 0 0.8930890333920638 0.8091716056564915 226.25802906331398 12.64178422704105 0.0026552996635925696 19.949553438470364 20.48730589666843 20.191140902255775 0.9666666666666666 False False 0.3 0.7 1.5 0.02 8 3 21.931192100048065 0.8091716056564915 0.8930890333920638 0.2961649944126563 0.9060368847920532 1.41832910463501 1.4781028722728067 False 0.04 Inputed -17.55176685749845 -17.195828095447997 """""" """""" """"""
-0.1816170007962601 0.2343789409779144 -8.670501963523884 18.740038957390716 5630.9993644020615 224.5819496703577 34 21 21 57.91070599993691 52 True True 2019dku 224.45116708333 34.478219 SNIa 0.07087 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 224.45116708333 34.478219 TNS 2019dku ZTF19aapnzde 2019dku SNIa 0.07087 -0.03587532319497555 0.22235594474471299 0.024204209371422536 0.08720055639376767 0.22235594474471299 0.3704454922150653 12.404330157489493 12.404330157489493 45.50637584244741 45.50637584244741 58596.458726900164 58583.372222200036 18.185383062692278 18.185383062692278 18.321554791558345 0.7553902600431942 1.910669051875312 1.9466830810981435 224.450512453075 34.4782535761363 0.0009919059847222078 16.592824442995784 17.205887275997995 16.853303453173638 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.910669051875312 1.9466830810981435 224.450512453075 34.4782535761363 0.0009919059847222078 16.592824442995784 17.205887275997995 16.853303453173638 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.086504700127989 1.9466830810981435 1.910669051875312 0.3525838228243572 1.0188489101173663 -0.979495786694283 -1.4682513383847073 False 0.07087 Inputed -19.20085628720517 -19.337028016071237 """""" """""" """"""
-0.15686372570067383 0.2676464778881283 -6.3750369023782625 19.26842511997622 6041.827458252665 147.62710844034052 61 43 43 48.91928240004927 71 True True 2020lmg 273.08192499999996 42.578094444444446 SNIa 0.101 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 273.08192499999996 42.578094444444446 TNS 2020lmg ZTF20abctyza 2020lmg SNIa 0.101 -0.11958304924363006 0.2658488644873671 -0.03337689501481478 0.059358313549580544 0.2658488644873671 0.5029138327685772 15.01562846443362 15.01562846443362 33.90365393561565 33.90365393561565 59008.311782400124 58995.323877300136 18.625558891671123 18.625558891671123 18.888896096013177 0.6128485367789795 1.0607132174626195 0.48008330859229753 273.08198842915397 42.5782193542655 0.006488022343012156 20.85502497217417 21.36463097411871 21.119762110886576 0.9357142857142857 """""" """""" """""" """""" 0 False True all False False 0 1.0607132174626195 0.48008330859229753 273.08198842915397 42.5782193542655 0.006488022343012156 20.85502497217417 21.36463097411871 21.119762110886576 0.9357142857142857 False False 0.3 0.7 1.5 0.02 8 3 12.987905099987984 0.48008330859229753 1.0607132174626195 0.24486886323213497 0.4526042484326977 2.7390720824475885 2.230866014873399 False 0.101 Inputed -19.416903468563213 -19.680240672905267 """""" """""" """"""
-0.2573874815913932 0.5257731211925124 -13.747447029917344 15.764891408936585 7350.612319411348 260.25424866677065 35 12 12 18.975833300035447 65 True True 2021qeb 235.57458749999995 3.5425166666666668 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 235.57458749999995 3.5425166666666668 TNS 2021qeb ZTF21abgmhfb 2021qeb CV 0.0 -0.32592167256961346 -0.15901289996307 -0.2868891735456991 -0.24610005980029115 -0.15901289996307 -0.0641753526271458 -11.249712937140945 -11.249712937140945 30.225546237176392 30.225546237176392 59381.296481499914 59381.296481499914 16.24296522064785 16.24296522064785 16.916120027758378 3.3559287380101352 0.7 0.13188458493098815 235.5745649 3.5424878 0.012732621231189456 22.894497269284724 23.188657077288628 22.015477161049844 0.825 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.13188458493098815 235.5745649 3.5424878 0.012732621231189456 22.894497269284724 23.188657077288628 22.015477161049844 0.825 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.13188458493098815 0.7 1.1731799162387837 0.18840654990141165 6.945691856640778 5.099357133291466 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.02922141963753902 0.40840241926946597 -32.81105687307994 18.667383569990434 4514.997546741264 318.79589944522377 22 19 19 73.8167129997164 44 True True 2019vti 192.97075083333 49.538108388888 SNIIP 0.0401 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 192.97075083333 49.538108388888 TNS 2019vti ZTF19actfxcd 2019vti SNIIP 0.0401 0.4020892878144835 0.6386398590949902 0.4585066094571424 0.5167079688065144 0.6386398590949902 0.7682528891528122 -2.1656508646609964 -2.1656508646609964 75.98236386437739 75.98236386437739 58804.5556481001 58804.5556481001 18.460925963421793 19.333018606997744 18.460925963421793 0.5524497564714681 1.819171934684299 0.7529239995427152 192.971024691954 49.5379981257424 0.0015312703637589964 17.54225921931714 17.68728099859655 17.61450284671843 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.819171934684299 0.7529239995427152 192.971024691954 49.5379981257424 0.0015312703637589964 17.54225921931714 17.68728099859655 17.61450284671843 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.7529239995427152 1.819171934684299 0.07277815187811854 0.41388281403614463 -1.6457376084011948 -0.8464231167033631 False 0.0401 Inputed -17.809353306932177 -16.937260663356227 """""" """""" """"""
-0.14203789515573256 0.3909748665273816 -7.8401197685145 18.797369959524595 5676.109508670744 178.74052595336548 38 16 16 32.91280099982396 70 True True 2020ywf 348.4404374999999 14.918972222222221 SNIa 0.086 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 348.4404374999999 14.918972222222221 TNS 2020ywf ZTF20acoykif 2020ywf SNIa 0.086 -0.03945737615006095 0.2921186054373308 0.03627559294934812 0.11664482124364994 0.2921186054373308 0.48869930647507687 12.802194080682858 12.802194080682858 20.110606919141098 20.110606919141098 59169.22800929984 59155.19739580015 18.471172740237773 18.471172740237773 18.589148024189278 0.4287051680584255 1.6404042565697048 1.504898690290239 348.44022813577453 14.91860640965915 0.003176061895424742 18.579598175666334 19.360122787923814 18.912031038794517 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.6404042565697048 1.504898690290239 348.44022813577453 14.91860640965915 0.003176061895424742 18.579598175666334 19.360122787923814 18.912031038794517 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 14.030613499693573 1.504898690290239 1.6404042565697048 0.44809174912929706 0.9173950166632552 0.8889500476860412 0.3228830146052388 False 0.086 Inputed -19.360655415461284 -19.47863069941279 """""" """""" """"""
-0.5154619950347099 0.20320536357998237 -1.052185089968765 19.046136481146853 5341.80439712437 218.76154924450697 25 9 9 14.8830208000727 30 True True 2018ghd 9.3620175 15.014188388888 SNII 0.03847 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 9.3620175 15.014188388888 TNS 2018ghd ZTF18abvkmgw 2018ghd SNII 0.03847 -0.010689001250586472 0.2604099143377425 0.05228905895798874 0.11838962383034257 0.2604099143377425 0.4163111877885406 4.973815986178649 4.973815986178649 9.90920481389405 9.90920481389405 58376.32729170006 58373.392766200006 18.63838528647004 18.63838528647004 18.64576604236689 3.4504436227134416 3.69655340814543 3.618388918997553 9.36287373126638 15.0147596273227 0.0015813478930468694 15.491019931132794 16.49060354466438 15.844116369245052 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.69655340814543 3.618388918997553 9.36287373126638 15.0147596273227 0.0015813478930468694 15.491019931132794 16.49060354466438 15.844116369245052 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 2.9345255000516772 3.618388918997553 3.69655340814543 0.6464871754193293 0.9788547653672094 -2.147781741805659 -2.8016496731218385 False 0.03847 Inputed -17.533545307523635 -17.540926063420486 """""" """""" """"""
-0.019071687113282436 0.36772559019977363 -17.447293370958413 19.073859619514955 4582.7046011040875 190.41427202057378 59 34 34 70.84662039997056 39 True True 2020acug 183.55894166666664 9.79616388888889 SNII 0.045 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 183.55894166666664 9.79616388888889 TNS 2020acug ZTF20acxtdcm 2020acug SNII 0.045 0.3563405626186089 0.7590770270723546 0.44934192971456 0.547325115505199 0.7590770270723546 0.9933892161279729 53.89207775875249 53.89207775875249 16.95454264121807 16.95454264121807 59217.410520799924 59198.52682870021 18.878130141317257 18.9967524479472 18.878130141317257 1.6823128881678957 1.2024428685178392 2.220441420149712 183.55872093 9.79674105 0.004365083166462447 19.25629363164902 19.707009064340593 19.448348370456696 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.2024428685178392 2.220441420149712 183.55872093 9.79674105 0.004365083166462447 19.25629363164902 19.707009064340593 19.448348370456696 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 18.88369209971279 2.220441420149712 1.2024428685178392 0.2586606938838969 1.8466086649810507 0.7102566163933943 0.5702182291394386 False 0.045 Inputed -17.645045298430645 -17.526422991800704 """""" """""" """"""
-0.20727973246143622 0.19632628383714168 -10.386549757297788 15.560210720208172 5938.570063065086 133.27356032513245 88 51 51 71.95641200011596 46 True False 2020yvu 345.2494583333333 40.910599999999995 SNIa 0.01 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 345.2494583333333 40.910599999999995 TNS 2020yvu ZTF20acoyfpk 2020yvu SNIa 0.01 -0.0539899300375879 0.4040079553337357 0.04741602132880551 0.15721360710320909 0.4040079553337357 0.6907409180809054 15.548097802051515 15.548097802051515 56.408314198064446 56.408314198064446 59175.24340280006 59157.162766200025 14.937856350701393 14.937856350701393 15.134725855743413 21.46029523703714 5.6548620578804805 9.475640296298485 345.25272416 40.90968539 0.0034115895073114633 14.96795369720459 15.509406235980988 15.069452973556519 1.0 """""" """""" """""" """""" 0 False True all False False 0 5.6548620578804805 9.475640296298485 345.25272416 40.90968539 0.0034115895073114633 14.96795369720459 15.509406235980988 15.069452973556519 1.0 False False 0.3 0.7 1.5 0.02 8 3 18.08063660003245 9.475640296298485 5.6548620578804805 0.43995326242446886 1.675662500572133 0.5715498852795946 -0.06527288218689442 False 0.01 Inputed -18.10343728331741 -18.30030678835943 """""" """""" """"""
-0.1691178668746142 0.2594926428505141 -7.952040880676893 18.3700011299328 5578.633435724949 102.94737769535028 97 55 55 66.93546300008893 37 True False 2021ooe 216.573875 73.35539999999999 SNIa 0.065 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 216.573875 73.35539999999999 TNS 2021ooe ZTF21abdlrpr 2021ooe SNIa 0.065 0.028982948716961943 0.6911115890013164 0.17082301097146768 0.3276687093299131 0.6911115890013164 1.1298966827118733 15.162106930156797 15.162106930156797 51.773356069932134 51.773356069932134 59382.40104170004 59367.26373839984 17.89003997226617 17.89003997226617 18.057417695615783 2.0134181777046853 2.395039723279104 11.550287789132955 216.58149144 73.35775269 0.004115309795770572 15.650813431942463 16.471979491698743 16.022451882100107 0.9700000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.395039723279104 11.550287789132955 216.58149144 73.35775269 0.004115309795770572 15.650813431942463 16.471979491698743 16.022451882100107 0.9700000000000001 False False 0.3 0.7 1.5 0.02 8 3 15.137303300201893 11.550287789132955 2.395039723279104 0.44952760959863625 4.822587148291299 -1.4180604805674264 -2.034965813515676 False 0.065 Inputed -19.27437481334562 -19.441752536695233 """""" """""" """"""
-0.10626385685672038 0.2764832357882724 -19.21919206396583 18.681739772681556 5063.4005246122415 99.18468525384135 40 13 13 54.75877309963107 31 True True 2020eee 180.01489166666664 10.372297222222223 SNIa 0.071 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 180.01489166666664 10.372297222222223 TNS 2020eee ZTF20aasokxu 2020eee SNIa 0.071 0.3604757940220189 1.2150924360091224 0.5438488977573535 0.7463289584656323 1.2150924360091224 1.7814359845835241 18.805234825490878 18.805234825490878 35.95353827414019 35.95353827414019 58939.371076399926 58913.44488430023 18.335232717054467 18.997318773549004 18.335232717054467 1.5355651537026327 2.3236221432774 7.595910709388057 180.016407575529 10.37379004399375 0.004823264562738072 16.753714957336783 17.59380759504557 17.092793018501997 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.3236221432774 7.595910709388057 180.016407575529 10.37379004399375 0.004823264562738072 16.753714957336783 17.59380759504557 17.092793018501997 1.0 False False 0.3 0.7 1.5 0.02 8 3 25.926192099694163 7.595910709388057 2.3236221432774 0.5010145765435716 3.268995663242497 -1.403511178503436 -1.2424396985524702 False 0.071 Inputed -19.191221093167854 -18.529135036673317 """""" """""" """"""
-0.17931179948408812 0.22939847173775788 -6.94523299257417 17.633743471004017 5944.263872643401 136.78777753029766 21 15 15 51.852187499869615 100 True False 2020kkv 243.4270708333333 -20.952783333333333 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 243.4270708333333 -20.952783333333333 TNS 2020kkv ZTF20abapvvq 2020kkv SNIa 0.05 -0.08992815609443028 0.341626962455031 0.0058291586797949435 0.10936813113857013 0.341626962455031 0.6107645103749562 13.265713787903902 13.265713787903902 38.58647371196571 38.58647371196571 58999.39898149995 58987.398842600174 17.02554978735927 17.02554978735927 17.24486194245799 2.9389477224344773 1.899318993076783 0.10521725979187847 243.42703995 -20.9527786 0.001370645384591862 17.337011460208892 18.41366316356659 18.513790861701967 0.9125 """""" """""" """""" """""" 0 False True all False False 0 1.899318993076783 0.10521725979187847 243.42703995 -20.9527786 0.001370645384591862 17.337011460208892 18.41366316356659 18.513790861701967 0.9125 False False 0.3 0.7 1.5 0.02 8 3 12.000138899777085 0.10521725979187847 1.899318993076783 -0.10012769813537759 0.05539736093589672 1.3881133762073183 1.2689289192439759 False 0.05 Inputed -19.509676688717285 -19.728988843816005 """""" """""" """"""
-0.13085705179286547 0.3965640757794002 -9.154772336062567 18.514523283748723 5579.357150574125 176.86691567637206 19 9 9 26.929756899829954 55 True True 2019vva 346.5038083333333 0.31129444444444443 SNIa 0.0746 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 346.5038083333333 0.31129444444444443 TNS 2019vva ZTF19acxgwid 2019vva SNIa 0.0746 -0.0060545028014793445 0.3383387703422365 0.072581709346494 0.15604811873886248 0.3383387703422365 0.5426450457048801 5.892443043779743 5.892443043779743 21.03731385605021 21.03731385605021 58828.12684029993 58820.14777779998 18.355022907643978 18.39504568675748 18.355022907643978 2.832091491137744 1.0474395521457782 0.30699891799584783 346.5038774307095 0.31124446503230996 0.0003106924836050462 16.9225206994915 17.99117392333746 17.260212246866224 0.9550000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.0474395521457782 0.30699891799584783 346.5038774307095 0.31124446503230996 0.0003106924836050462 16.9225206994915 17.99117392333746 17.260212246866224 0.9550000000000001 False False 0.3 0.7 1.5 0.02 8 3 7.979062499944121 0.30699891799584783 1.0474395521457782 0.7309616764712352 0.2930946395588478 -0.40387176342002107 -1.0948106607777532 False 0.0746 Inputed -19.280573909405224 -19.24055113029172 """""" """""" """"""
-0.20263542489577016 0.2450279898821067 -5.738831493898086 17.340172449149602 5663.106998905143 72.76962595362065 19 19 19 41.02375000016764 55 True False 2019mbs 54.560792083333 10.083339 SNIa 0.038 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 54.560792083333 10.083339 TNS 2019mbs ZTF19abkgbul 2019mbs SNIa 0.038 0.010519536433399423 1.0172497542492636 0.2126658709313176 0.44548250147329327 1.0172497542492636 1.7591755537406755 8.221754668635512 8.221754668635512 32.801995331532126 32.801995331532126 58701.48494210001 58694.46481479984 16.855124932201093 16.858547403791583 16.855124932201093 1.7163782113386075 5.21304795323951 8.378653026836192 54.55865718 10.08433836 0.0005782269006228136 12.888425534725188 13.912557327842713 13.182000965309143 0.9299999999999999 """""" """""" """""" """""" 0 False True all False False 0 5.21304795323951 8.378653026836192 54.55865718 10.08433836 0.0005782269006228136 12.888425534725188 13.912557327842713 13.182000965309143 0.9299999999999999 False False 0.3 0.7 1.5 0.02 8 3 7.020127300173044 8.378653026836192 5.21304795323951 0.7305563625335694 1.6072464903434278 -2.9459900759488704 -3.67312396689195 False 0.038 Inputed -19.2972457186925 -19.29382324710201 """""" """""" """"""
-0.1767101314040318 0.25092846151394044 -10.078010168863118 18.173811309016777 5949.786926592515 121.92126635593624 54 25 25 43.91287039965391 52 True True 2020ytj 346.018375 20.284750000000003 SNIa 0.063152 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 346.018375 20.284750000000003 TNS 2020ytj ZTF20acoqlrd 2020ytj SNIa 0.063152 -0.05030022634921494 0.4594201152108113 0.06130566821533989 0.18301572838216273 0.4594201152108113 0.7847093371217397 11.781980390131041 11.781980390131041 32.13089000952287 32.13089000952287 59169.23287039995 59155.19692130014 17.626717576624774 17.626717576624774 17.802385089033066 2.5327003549009572 0.7454073929720921 1.6936446301600603 346.01856183166353 20.285186599425103 0.0001641573841743016 15.9153820291996 16.83487483988762 16.17524297915459 0.24 """""" """""" """""" """""" 0 False True all False False 0 0.7454073929720921 1.6936446301600603 346.01856183166353 20.285186599425103 0.0001641573841743016 15.9153820291996 16.83487483988762 16.17524297915459 0.24 False False 0.3 0.7 1.5 0.02 8 3 14.035949099808931 1.6936446301600603 0.7454073929720921 0.6596318607330289 2.272106027023896 -0.7918427367371557 -1.627142109878477 False 0.063152 Inputed -19.465862829740608 -19.6415303421489 """""" """""" """"""
-0.13669191127683855 0.3299609297208268 -5.31674489430481 18.953295220293587 5824.571746052373 146.7384966592221 44 36 36 61.818298700265586 44 True True 2020gjh 233.53336249999995 22.132694444444446 SNII 0.0865 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 233.53336249999995 22.132694444444446 TNS 2020gjh ZTF20aayxdse 2020gjh SNII 0.0865 -0.08260465760622182 0.3178063319606572 0.0069775077667486585 0.10332603072913216 0.3178063319606572 0.5639849561781674 19.82414057051566 19.82414057051566 41.99415812974993 41.99415812974993 58980.40192130022 58963.372569399886 18.393546814333934 18.393546814333934 18.527402040470605 3.6520389246566416 1.538326565298961 3.1039360889881538 233.534265594725 22.132485683560247 0.007130103627034923 19.14300082591891 19.711688679709436 19.44603688718438 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.538326565298961 3.1039360889881538 233.534265594725 22.132485683560247 0.007130103627034923 19.14300082591891 19.711688679709436 19.44603688718438 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 17.029351900331676 3.1039360889881538 1.538326565298961 0.26565179252505544 2.0177354789325435 1.3181418653755017 0.9186348467137755 False 0.0865 Inputed -19.43522333218764 -19.56907855832431 """""" """""" """"""
-0.2762535732757367 0.5340310385804712 -23.98738730330759 11.888364372338849 6996.174897926552 347.81256626182255 37 35 35 23.01689809979871 53 True False 2019th 77.66355 17.61252 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 77.66355 17.61252 TNS 2019th ZTF19aabimbg 2019th CV 0.0 -0.2582649570236253 -0.12675676642852096 -0.2269615473023432 -0.19462596880449468 -0.12675676642852096 -0.054451976391973744 -21.71664267694774 -21.71664267694774 44.73354077674645 44.73354077674645 58491.1866088002 58491.1866088002 13.764597818743743 13.764597818743743 14.240788554959265 32.81183284454255 0.7 0.0920276463787957 77.66355173 17.61254551 0.004959625427087833 21.654482532787323 21.721710172462462 21.860740742397308 0.025 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.0920276463787957 77.66355173 17.61254551 0.004959625427087833 21.654482532787323 21.721710172462462 21.860740742397308 0.025 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.0920276463787957 0.7 -0.13903056993484597 0.13146806625542243 7.957112353718719 7.619952187438043 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.3114538317776653 0.27681215809882076 -2.9598562303660363 17.24375582106034 6724.325955872968 41.47428447222417 25 14 14 25.051064800005406 116 True True 2019hhc 170.26677458333 31.249406666666 SNII 0.02373 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 170.26677458333 31.249406666666 TNS 2019hhc ZTF19aaydpiq 2019hhc SNII 0.02373 -0.21215526780945737 1.6410778116778424 0.097920205936326 0.4972253201659562 1.6410778116778424 3.4246068390016937 7.176720157378018 7.176720157378018 17.87434464262739 17.87434464262739 58648.18474540021 58642.172106499784 16.754109047058105 16.754109047058105 16.923667952707515 4.729439258376592 4.848831328379632 14.273601181882961 170.26998576313048 31.25226742553355 0.001786775410029473 13.703460505672991 14.734768407613634 13.969878482626081 0.99 """""" """""" """""" """""" 10 False True all False False 0 0.7 0.8536605238654636 170.266880767038 31.2491876028939 0.05056484352991086 24.33060254894495 23.62765816279888 23.640068644964696 0.3 False False 0.3 0.7 1.5 0.02 8 3 6.01263890042901 14.273601181882961 4.848831328379632 0.7648899249875534 2.9437198811889527 -2.0193406394444704 -2.9537894700814338 False 0.02373 Inputed -18.198612707246863 -18.368171612896273 """""" """""" """"""
-0.03127008795041844 0.4322601754520243 -31.343308936316454 18.50358203764765 5480.223106975184 287.89781219262005 30 25 25 72.86214119987562 32 True True 2021sic 9.889291666666665 12.244880555555556 SNII 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 9.889291666666665 12.244880555555556 TNS 2021sic ZTF21abjvwdj 2021sic SNII 0.04 0.09934563904320015 0.31767290975305684 0.15102740782864643 0.20460820764950327 0.31767290975305684 0.4389657515896701 2.508362817357959 2.508362817357959 70.35377838251766 70.35377838251766 59408.44613429997 59401.416504600085 18.050877869477453 18.29496988622974 18.050877869477453 1.607673047636033 3.2529319058603936 3.9553494459021845 9.889158365210594 12.245971513739349 0.0006479992956021086 14.521466207692622 15.318977787446975 14.784556747803688 0.9850000000000001 """""" """""" """""" """""" 0 False True all False False 0 3.2529319058603936 3.9553494459021845 9.889158365210594 12.245971513739349 0.0006479992956021086 14.521466207692622 15.318977787446975 14.784556747803688 0.9850000000000001 False False 0.3 0.7 1.5 0.02 8 3 7.029629699885845 3.9553494459021845 3.2529319058603936 0.5344210396432878 1.215933674718593 -2.975992098782765 -3.2663211216737658 False 0.04 Inputed -18.213927018003965 -17.969835001251678 """""" """""" """"""
-0.1542389309385076 0.15443242275363966 -8.668429638200418 18.343964115278155 4883.555524668842 99.19235937987122 57 38 38 64.84400470042601 58 True True 2021G 176.66458333333333 42.200300000000006 SNIa 0.051295 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 176.66458333333333 42.200300000000006 TNS 2021G ZTF21aaabtyq 2021G SNIa 0.051295 0.2432873757417262 1.0415175002789177 0.4141944302716851 0.6031929393149724 1.0415175002789177 1.5719806228323385 15.400859143363371 15.400859143363371 49.44314555706264 49.44314555706264 59227.39494210016 59215.4367244998 17.85306433021859 17.980242688321454 17.85306433021859 2.4024932004390536 2.898072664327226 4.833874726018606 176.662786342545 42.200475602792096 0.0032329551859141548 16.66151481326461 17.197721542465686 16.867951696807147 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.898072664327226 4.833874726018606 176.662786342545 42.200475602792096 0.0032329551859141548 16.66151481326461 17.197721542465686 16.867951696807147 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 11.958217600360513 4.833874726018606 2.898072664327226 0.3297698456585394 1.6679618787753092 -0.7825211458557675 -0.9851126334114433 False 0.051295 Inputed -18.95766135464666 -18.830482996543797 """""" """""" """"""
-0.1004744661423201 0.33928307418920584 -8.667435260176049 18.274710400685105 5007.237348897132 142.28860348487194 14 11 11 42.93806710001081 47 True False 2019czz 297.51804166666 71.9735745 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 297.51804166666 71.9735745 TNS 2019czz ZTF19aaocbes 2019czz SNIa 0.08 0.16254395720191184 0.6590984486427232 0.27383839392068765 0.39338593996587434 0.6590984486427232 0.9637184864995199 13.111825337133508 13.111825337133508 29.826241762877302 29.826241762877302 58585.43199069984 58574.41089119995 18.045035687679086 18.10823728255168 18.045035687679086 2.1231929829066405 0.8211020495071869 0.44726259748759295 297.51844173 71.97356408 0.00675293046485137 21.55337070007324 21.698997583198548 21.241384883117675 0.9833333333333334 """""" """""" """""" """""" 0 False True all False False 0 0.8211020495071869 0.44726259748759295 297.51844173 71.97356408 0.00675293046485137 21.55337070007324 21.698997583198548 21.241384883117675 0.9833333333333334 False False 0.3 0.7 1.5 0.02 8 3 11.021099499892443 0.44726259748759295 0.8211020495071869 0.4576127000808725 0.5447101219099785 3.590760300646867 3.1963491954385894 False 0.08 Inputed -19.744898334392293 -19.681696739519698 """""" """""" """"""
-0.0491591172230391 0.3408747524039402 -9.700834141352411 18.807594876001644 4940.790324449266 265.3045142739211 40 25 25 71.94672450004146 30 True True 2021fpn 153.4485 -0.9153 SNIIn 0.0424 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 153.4485 -0.9153 TNS 2021fpn ZTF21aappkns 2021fpn SNIIn 0.0424 0.14585727211761323 0.3920125887218546 0.20388488490597467 0.2642082179833416 0.3920125887218546 0.5298330538718083 40.28499354166565 40.28499354166565 31.661730958375806 31.661730958375806 59306.374317099806 59278.281481499784 18.561976097248643 18.743978394966803 18.561976097248643 0.4026590661893806 3.450587801946661 14.302609957814271 153.444937765497 -0.913539878766434 0.005587194617941438 15.425031097867489 16.427113691139223 15.791036917772294 1.0 """""" """""" """""" """""" 4 False True all False False 0 0.7 9.283526009573762 153.44891893 -0.91275549 0.3548324277920757 22.54577235338688 23.202791943717003 22.348792120611666 0.3 False False 0.3 0.7 1.5 0.02 8 3 28.092835600022227 14.302609957814271 3.450587801946661 0.6360767733669288 4.144977835296758 -2.31686470382758 -2.7709391794763487 False 0.0424 Inputed -17.830613966397003 -17.648611668678843 """""" """""" """"""
-0.18719765191565407 0.23497493975505884 -7.986151469241183 18.935591136669828 6086.911344154301 172.5982799050776 42 30 30 58.93395829992369 97 True True 2019cya 187.590445 25.633826888888 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 187.590445 25.633826888888 TNS 2019cya ZTF19aaoyech 2019cya SNIa 0.06 -0.12490096488782854 0.19628987107913076 -0.05190959337194201 0.025804948135789374 0.19628987107913076 0.38840316194282565 11.69924955616693 11.69924955616693 47.23470874375676 47.23470874375676 58592.19152780017 58580.24274310004 18.16599654241312 18.16599654241312 18.488995579930886 1.113164009437572 3.4803977230821608 4.221168443443693 187.590263112311 25.63498791209675 0.004682155012966538 16.950670132049325 17.4880779272604 17.10376111850858 0.9549999999999998 """""" """""" """""" """""" 2 False True all False False 0 0.7 3.2360511520083657 187.590811719127 25.6346627801714 0.058175704495180613 22.505240942944287 22.480095155310632 22.90922685088396 0.1 False False 0.3 0.7 1.5 0.02 8 3 11.948784700129181 4.221168443443693 3.4803977230821608 0.3843168087518194 1.2128408243255377 -0.6779186151527199 -1.385234461422307 False 0.06 Inputed -18.666505401266914 -18.98950443878468 """""" """""" """"""
-0.21082627175133356 0.24050796723576365 -9.095511217503196 19.101287027028402 6003.151698082362 214.79912900974716 27 16 16 43.91609960002825 58 True False 2019hko 261.58805083333 19.620600666666 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 261.58805083333 19.620600666666 TNS 2019hko ZTF19aazgpar 2019hko SNIa 0.09 -0.112716674697392 0.1416974957390451 -0.05379644300581532 0.008169765398587714 0.1416974957390451 0.28881095416734937 7.623166832313051 7.623166832313051 36.29293276771519 36.29293276771519 58657.23413190013 58647.27458330011 18.544499700594052 18.544499700594052 18.664804941230205 1.3629083706552194 1.8555430216944162 9.328498248446182 261.58940924 19.61834737 0.004474829470888286 16.339088540697098 16.40690987365246 15.643869324874878 0.5900000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.8555430216944162 9.328498248446182 261.58940924 19.61834737 0.004474829470888286 16.339088540697098 16.40690987365246 15.643869324874878 0.5900000000000001 False False 0.3 0.7 1.5 0.02 8 3 9.959548600018024 9.328498248446182 1.8555430216944162 0.7630405487775818 5.0273683441345 -2.1375898269415927 -3.0209356163553274 False 0.09 Inputed -19.38557970394903 -19.505884944585183 """""" """""" """"""
-0.08708381816371759 0.38505859789285923 -16.272767459756643 18.20063939504807 6013.03742624431 172.70604505405535 33 31 31 63.998518500011414 39 True True 2020ba 225.39540791666 23.244364305555 SNII 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 225.39540791666 23.244364305555 TNS 2020ba ZTF20aabqiav 2020ba SNII 0.05 -0.04901379556940455 0.2929729247876587 0.02883634222669329 0.11163180652488691 0.2929729247876587 0.4969316780039854 5.683074295644243 5.683074295644243 58.31544420436717 58.31544420436717 58861.50491899997 58850.50817129994 17.79223048499716 17.79223048499716 18.00709631205084 1.0580940638713157 1.7995417771011621 1.1490082583609516 225.3950848363965 23.244481546792052 0.003423370064526532 18.558314662578105 19.12818467299223 18.743377817027568 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.7995417771011621 1.1490082583609516 225.3950848363965 23.244481546792052 0.003423370064526532 18.558314662578105 19.12818467299223 18.743377817027568 0.99 False False 0.3 0.7 1.5 0.02 8 3 10.996747700031847 1.1490082583609516 1.7995417771011621 0.384806855964662 0.6385004632745236 1.3359541879950712 0.7362815049767271 False 0.05 Inputed -18.747442319124435 -18.962308146178117 """""" """""" """"""
-0.022419784240013903 0.2775464163015943 -22.619921873341717 19.73890684928429 4885.798058145384 214.80511528600476 30 18 18 71.00077540008351 43 True True 2019hht 185.10871083333 17.325174277777 SLSN-II 0.2298 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 185.10871083333 17.325174277777 TNS 2019hht ZTF19aariuyd 2019hht SLSN-II 0.2298 0.2716437480814946 0.6072182161101622 0.3497765547071694 0.43165777874328626 0.6072182161101622 0.7994933978950733 80.54727730962816 80.54727730962816 -9.546501909544652 -9.546501909544652 58642.22377309995 58596.22782409983 19.55611103241171 19.649455937457834 19.55611103241171 0.3262985949545861 0.9364979971695612 0.5065604910733222 185.10882333452452 17.32526519279675 0.002912335460760529 20.09915737176776 21.03291722278714 20.447031773982047 0.97 """""" """""" """""" """""" 0 False True all False False 0 0.9364979971695612 0.5065604910733222 185.10882333452452 17.32526519279675 0.002912335460760529 20.09915737176776 21.03291722278714 20.447031773982047 0.97 False False 0.3 0.7 1.5 0.02 8 3 45.99594900012016 0.5065604910733222 0.9364979971695612 0.5858854488050937 0.5409093159882167 1.3834612853293073 0.8909207415703371 False 0.2298 Inputed -20.583962390953243 -20.49061748590712 """""" """""" """"""
-0.044568377900551744 0.3100438455854753 -31.38184612846309 19.633630144136244 6032.269941682505 250.26649796667095 14 10 10 70.83056710008532 37 True True 2019wd 193.55340583333 -0.476991888888 SNIIP 0.059 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 193.55340583333 -0.476991888888 TNS 2019wd ZTF19aadnwbv 2019wd SNIIP 0.059 -0.012000284253314675 0.22183319471113805 0.042823137009563084 0.10001992658479253 0.22183319471113805 0.3540586287147285 -5.106679535126759 -5.106679535126759 75.93724663521208 75.93724663521208 58502.46149310004 58502.46149310004 19.108437001827628 19.108437001827628 19.263598915912365 2.8744893553176856 0.7357968315779226 0.18383273888421683 193.553452582663 -0.47701243760537704 0.022095239004830347 23.48612243441999 21.6942262461102 21.959575673101543 0.37142857142857144 """""" """""" """""" """""" 0 False True all False False 0 0.7357968315779226 0.18383273888421683 193.553452582663 -0.47701243760537704 0.022095239004830347 23.48612243441999 21.6942262461102 21.959575673101543 0.37142857142857144 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.18383273888421683 0.7357968315779226 -0.26534942699134234 0.24984171036722996 2.585789244282573 2.695976757189179 False 0.059 Inputed -17.854905929200697 -18.010067843285434 """""" """""" """"""
-0.01478306549329654 0.052070884610298365 36.23240809296819 17.95076923925452 4275.783668241601 502.57272264804686 101 33 33 72.88008100027218 64 True True 2021qqp 338.1684125 25.576330555555554 SNIIn 0.041 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 338.1684125 25.576330555555554 TNS 2021qqp ZTF21abgjldn 2021qqp SNIIn 0.041 0.20107245776694072 0.33098782752716716 0.2325683641630718 0.26471290668182945 0.33098782752716716 0.3999787066746272 309.0134720405721 309.0134720405721 -236.13339104029993 -236.13339104029993 59430.345277800225 59357.46519679995 18.27253024118928 18.410558645546256 18.27253024118928 4.24435480886273 4.918999906163663 12.273189160998264 338.16464124211404 25.576556667057602 0.005628635737863541 15.459932599768639 16.126924018833638 15.673663318314553 0.9949999999999999 """""" """""" """""" """""" 3 False True all False False 0 0.7 7.4804908226617455 338.166301308343 25.5771620152753 0.2251474662604237 22.386208700594903 21.7768121503973 21.757106833109855 0.06666666666666667 False False 0.3 0.7 1.5 0.02 8 3 72.88008100027218 12.273189160998264 4.918999906163663 0.45326070051908474 2.4950578156384124 -2.283634626712619 -2.598866922874727 False 0.041 Inputed -18.04641815247975 -17.908389748122772 """""" """""" """"""
-0.1832785950190926 0.2387342092293498 -8.496292272738954 18.500915833353133 5326.928086651319 167.82223438086933 19 15 15 58.92129629990086 31 True True 2019cxe 180.23058291666 10.576668999999 SNIa 0.0615 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 180.23058291666 10.576668999999 TNS 2019cxe ZTF19aaoyjoz 2019cxe SNIa 0.0615 0.05637997044971854 0.43908941543032043 0.14344277584797638 0.2360733522380798 0.43908941543032043 0.6676645398293743 11.253924939789467 11.253924939789467 47.66737136011139 47.66737136011139 58592.18925930001 58580.254490700085 18.124659660484966 18.124659660484966 18.14138381050633 2.44446898792217 3.814394898180286 2.8377315223758677 180.2312632391835 10.57625173986165 0.0024716228961715325 16.108805388136506 17.201108234159946 16.522319240300654 0.99 """""" """""" """""" """""" 0 False True all False False 0 3.814394898180286 2.8377315223758677 180.2312632391835 10.57625173986165 0.0024716228961715325 16.108805388136506 17.201108234159946 16.522319240300654 0.99 False False 0.3 0.7 1.5 0.02 8 3 11.9347685999237 2.8377315223758677 3.814394898180286 0.6787889938592926 0.7439532607726719 -0.9235514263250195 -1.6190645702056763 False 0.0615 Inputed -19.06848406647581 -19.085208216497175 """""" """""" """"""
-0.20386986595578765 0.20928755260454218 -8.967150130396371 17.32663813247787 5876.82849171494 70.74536262079636 80 54 54 55.91126159997657 49 True True 2019omi 57.249124999999 0.9269189999999 SNIa 0.0358 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 57.249124999999 0.9269189999999 TNS 2019omi ZTF19abrogbl 2019omi SNIa 0.0358 0.02543127653794741 1.0809449203728327 0.23617196426429032 0.4797345791544174 1.0809449203728327 1.8661618600094485 11.67843285343573 11.67843285343573 44.23282874654084 44.23282874654084 58732.43703699997 58719.46324069984 16.775605059595417 16.775605059595417 16.884109452144997 3.734007768847518 2.8283636293932948 4.350991320489483 57.2483727251536 0.9259729738398985 0.0005538104926517962 14.485121817440987 15.528679241504669 14.780923914947511 0.97 """""" """""" """""" """""" 0 False True all False False 0 2.8283636293932948 4.350991320489483 57.2483727251536 0.9259729738398985 0.0005538104926517962 14.485121817440987 15.528679241504669 14.780923914947511 0.97 False False 0.3 0.7 1.5 0.02 8 3 12.973796300124377 4.350991320489483 2.8283636293932948 0.7477553265571579 1.5383422680423884 -1.246925818090748 -2.1031855371974864 False 0.0358 Inputed -19.137594826110178 -19.246099218659758 """""" """""" """"""
-0.10530029481476276 0.21348406228192976 -5.242720794358867 19.3711623758441 6357.119861669154 262.3050726264157 39 27 27 66.81043980037794 59 True False 2021jjm 219.87769166666664 -27.858386111111113 TDE 0.153 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 219.87769166666664 -27.858386111111113 TNS 2021jjm ZTF21aauuybx 2021jjm TDE 0.153 -0.2067747045908348 -0.01918382158359222 -0.1627906876207028 -0.11690446460743331 -0.01918382158359222 0.08687944939644154 19.335956141623384 19.335956141623384 47.47448365875455 47.47448365875455 59322.33398150001 59312.41996529978 18.610297575572048 18.610297575572048 18.799715686571222 0.8907418327442652 0.9132436772735385 0.3513454792579794 219.8777279 -27.8584783 0.001972393778996495 19.696935559678078 19.985170860433577 19.82138799419403 0.02 """""" """""" """""" """""" 0 False True all False False 0 0.9132436772735385 0.3513454792579794 219.8777279 -27.8584783 0.001972393778996495 19.696935559678078 19.985170860433577 19.82138799419403 0.02 False False 0.3 0.7 1.5 0.02 8 3 9.914016200229526 0.3513454792579794 0.9132436772735385 0.16378286623954708 0.3847225970476037 1.374873284861529 1.0216723076228078 False 0.153 Inputed -20.42982459105537 -20.619242702054546 """""" """""" """"""
-0.16841706419568972 0.3227871474522206 -7.763428757848885 19.498630493898467 5792.52018463727 170.99598035158968 41 20 20 32.92796290013939 60 True True 2020adkp 118.13674999999999 10.37288888888889 SNIa 0.102 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 118.13674999999999 10.37288888888889 TNS 2020adkp ZTF20acxqspl 2020adkp SNIa 0.102 -0.06385304680606652 0.27786048603910984 0.013838071313273304 0.09653133898997623 0.27786048603910984 0.4821011581562473 9.782725460168253 9.782725460168253 23.14523743997114 23.14523743997114 59210.2546064998 59199.42251159996 19.05729161723446 19.05729161723446 19.371084078480152 0.9129642871229979 1.1186579906080454 2.69196393265053 118.1366406978145 10.37362888685775 0.0041041620693772485 18.998427427357434 19.784711326675414 19.364980071143506 0.13 """""" """""" """""" """""" 0 False True all False False 0 1.1186579906080454 2.69196393265053 118.1366406978145 10.37362888685775 0.0041041620693772485 18.998427427357434 19.784711326675414 19.364980071143506 0.13 False False 0.3 0.7 1.5 0.02 8 3 10.832094899844378 2.69196393265053 1.1186579906080454 0.41973125553190727 2.4064226557639086 0.7274197094409551 -0.006104007336645623 False 0.102 Inputed -18.95655891804179 -19.270351379287483 """""" """""" """"""
-0.058466451200831604 0.14215187082708935 -15.693836669666537 17.75035316425586 4292.187767806897 224.31309893326068 77 41 41 71.90231479983777 57 True True 2019ssi 352.73387499999 15.491660999999 SNIIP 0.013 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 352.73387499999 15.491660999999 TNS 2019ssi ZTF19acftfav 2019ssi SNIIP 0.013 0.4336173309586471 0.7848469106122664 0.515756052189758 0.6015857472497288 0.7848469106122664 0.9845189026653074 33.62208233378811 33.62208233378811 38.28023246604966 38.28023246604966 58790.146215300076 58774.197453700006 17.30315500371099 17.60034928797192 17.30315500371099 4.981585498976274 4.030631757549862 4.147997014460251 352.73497818241003 15.49121667628 0.0014214685071715083 15.09638687324524 15.263667169361113 14.906768281097412 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.030631757549862 4.147997014460251 352.73497818241003 15.49121667628 0.0014214685071715083 15.09638687324524 15.263667169361113 14.906768281097412 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.948761600069702 4.147997014460251 4.030631757549862 0.35689888826370186 1.0291183278379499 -2.336682118610806 -2.3963867226135793 False 0.013 Inputed -16.506413752942017 -16.209219468681088 """""" """""" """"""
-0.12915665790382014 0.36154428488253987 -3.7345071108190986 18.51139442949587 5563.943661280587 137.39854559456285 32 21 21 43.858275400009006 49 True False 2021cac 148.77280416666662 -15.009319444444445 SNIa 0.067 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 148.77280416666662 -15.009319444444445 TNS 2021cac ZTF21aagrbpi 2021cac SNIa 0.067 -0.03514718547819484 0.41359927760499815 0.06461956245384215 0.17235626080144328 0.41359927760499815 0.6925727720292443 12.078887603767264 12.078887603767264 31.779387796241743 31.779387796241743 59256.3139698999 59248.37760420004 18.172863268823324 18.172863268823324 18.224527325299164 1.753122512775979 2.87003529314334 2.4591830646742823 148.77329631 -15.00981003 0.004456685958721396 17.5834587220788 18.07472111413479 17.78155743741989 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.87003529314334 2.4591830646742823 148.77329631 -15.00981003 0.004456685958721396 17.5834587220788 18.07472111413479 17.78155743741989 1.0 False False 0.3 0.7 1.5 0.02 8 3 7.936365699861199 2.4591830646742823 2.87003529314334 0.2931636767148973 0.8568476738071463 -0.09814215468853504 -0.44296988787927205 False 0.067 Inputed -19.1740561238867 -19.22572018036254 """""" """""" """"""
-0.16213058246968184 0.2365140995135086 -11.584889451547898 18.96791840130616 5611.598403214968 192.88086718377082 67 41 41 57.93651619972661 49 True False 2021cbx 109.80316666666666 56.532088888888886 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 109.80316666666666 56.532088888888886 TNS 2021cbx ZTF21aahkvem 2021cbx SNIa 0.07 -0.002623100714668425 0.3108542639649343 0.06949782073810695 0.1456733453451129 0.3108542639649343 0.4943156882045727 15.238474763179513 15.238474763179513 42.6980414365471 42.6980414365471 59268.20004629996 59250.269189800136 18.378487478175895 18.378487478175895 18.524952431103248 0.6683230021017738 2.1835652073315064 8.115016646962182 109.80104637 56.5340161 0.01963166407329653 18.520599727082253 19.115314135074616 18.82339368185997 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.1835652073315064 8.115016646962182 109.80104637 56.5340161 0.01963166407329653 18.520599727082253 19.115314135074616 18.82339368185997 1.0 False False 0.3 0.7 1.5 0.02 8 3 17.930856499820948 8.115016646962182 2.1835652073315064 0.2919204532146473 3.7164068284818432 0.736826656898721 0.2984412507567207 False 0.07 Inputed -18.970213520487547 -19.1166784734149 """""" """""" """"""
-0.11337009546671883 0.2723621375059534 -7.325645625313675 18.407039820601042 3622.3333137405093 237.6791799463311 73 59 59 53.82682880014181 21 True True 2020nu 162.97659999999996 65.71876666666667 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 162.97659999999996 65.71876666666667 TNS 2020nu ZTF20aadyukn 2020nu SNIa 0.06 0.684659785968897 1.0588412317935152 0.7726250504623522 0.8642264607202037 1.0588412317935152 1.269564160549706 15.01182000288582 15.01182000288582 38.81500879725599 38.81500879725599 58866.3620023001 58855.49689809978 17.938840037543734 18.64253484676134 17.938840037543734 1.5309906769157295 1.9562997751167321 1.2879196971281446 162.976709333133 65.7184117475326 0.0005915658399644474 16.018490484273435 17.066239077967403 16.36809516496122 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.9562997751167321 1.2879196971281446 162.976709333133 65.7184117475326 0.0005915658399644474 16.018490484273435 17.066239077967403 16.36809516496122 0.975 False False 0.3 0.7 1.5 0.02 8 3 10.865104200318456 1.2879196971281446 1.9562997751167321 0.6981439130061844 0.6583447554970426 -1.576295768793937 -1.570744872582516 False 0.06 Inputed -19.216660943654066 -18.51296613443646 """""" """""" """"""
-0.1497051396139098 0.35433862365565616 -6.929048844303775 18.69380933892792 3340.6902188440135 223.80267312695548 75 31 31 26.162453699856997 42 True True 2020bzv 158.37465 49.317238888888895 SNIa 0.0439 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 158.37465 49.317238888888895 TNS 2020bzv ZTF20aambbfn 2020bzv SNIa 0.0439 0.8574232050144523 1.2888186479161519 0.9585287659376114 1.0640206941840624 1.2888186479161519 1.5331961482702567 8.039195831890154 8.039195831890154 18.123257867966842 18.123257867966842 58894.28006940009 58886.24212960014 18.281456359474966 19.125210826849898 18.281456359474966 1.6287388930792008 3.0161010977048286 1.1292121342905073 158.37450680603803 49.3175383481751 0.0004151558917103726 14.502942487919928 15.694249736409187 14.915251411594152 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 3.0161010977048286 1.1292121342905073 158.37450680603803 49.3175383481751 0.0004151558917103726 14.502942487919928 15.694249736409187 14.915251411594152 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 8.037939799949527 1.1292121342905073 3.0161010977048286 0.778998324815035 0.3743946564489523 -3.430961090440711 -3.3662049478808136 False 0.0439 Inputed -18.187408139648173 -17.34365367227324 """""" """""" """"""
-0.1769317773431312 0.3605427929817628 -8.274254263567713 17.465919613068845 5839.060986565917 125.23594354718452 29 19 19 41.99504629988223 66 True False 2018kfu 56.099926666666 41.995350305555 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 56.099926666666 41.995350305555 TNS 2018kfu ZTF18acvrfvv 2018kfu SNIa 0.04 -0.04743993003292246 0.4475989883976048 0.06133961441434721 0.17969559465858964 0.4475989883976048 0.761597540274721 12.541786433800095 12.541786433800095 29.45325986608214 29.45325986608214 58480.27687499998 58465.22658560006 17.090659265013972 17.090659265013972 17.236409831579422 1.678821059723439 4.092703545837872 1.436477438316508 56.09938982 41.99535578 0.0011032338456977708 14.991615261650086 15.954009436607361 15.323784175872802 0.99 """""" """""" """""" """""" 0 False True all False False 0 4.092703545837872 1.436477438316508 56.09938982 41.99535578 0.0011032338456977708 14.991615261650086 15.954009436607361 15.323784175872802 0.99 False False 0.3 0.7 1.5 0.02 8 3 15.050289399921894 1.436477438316508 4.092703545837872 0.6302252607345586 0.35098497172543863 -1.136649828406611 -1.91262565570662 False 0.04 Inputed -19.028395055901996 -19.174145622467446 """""" """""" """"""
-0.035253931243614534 0.2938634469473469 -8.57554812287151 18.947031644872716 3858.4600093221393 237.47948742135304 30 27 27 57.979340200312436 89 True False 2020aatv 178.4610083333333 -5.171444444444445 SNIIn 0.019153 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 178.4610083333333 -5.171444444444445 TNS 2020aatv ZTF20acounxo 2020aatv SNIIn 0.019153 0.5694075643957142 0.9236795642163962 0.6526378140889726 0.7393471068834288 0.9236795642163962 1.1234097389299684 26.200589484045445 26.200589484045445 31.77875071626699 31.77875071626699 59173.522129599936 59173.483680599835 18.687066609103347 19.213606124516 18.687066609103347 0.43018249733057523 4.799155783393222 16.243580729077827 178.46552474 -5.17108824 0.000598142138567459 12.027535284268856 20.059471839141846 12.398109317421913 1.0 """""" """""" """""" """""" 18 False True all False False 0 1.0800366056548403 2.7770229646873044 178.4607534 -5.17071603 0.005493254404167813 19.369583470225333 15.386476825618743 19.351134738469124 0.5 False False 0.3 0.7 1.5 0.02 8 3 0.03844900010153651 16.243580729077827 4.799155783393222 7.6613625217199335 3.384674609915012 0.8458657146258446 -6.2889572916814345 False 0.019153 Inputed -15.967394738828487 -15.440855223415832 """""" """""" """"""
-0.1554418013476828 0.2650299065627951 -4.844661009547869 18.411439694441107 5214.114113446875 146.438989590131 27 19 19 63.82266200007871 29 True False 2019cwj 245.98424999999 68.448061 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 245.98424999999 68.448061 TNS 2019cwj ZTF19aaphmto 2019cwj SNIa 0.08 0.06185885369169242 0.5103344590061987 0.16250062598522774 0.2705260500590221 0.5103344590061987 0.7847424373885623 9.58336399288951 9.58336399288951 54.2392980071892 54.2392980071892 58587.36278939992 58581.477592600044 18.002364870619566 18.002364870619566 18.015573485251732 2.6521941567654523 1.9242890112879758 12.361174199025923 245.99227591 68.44982122 0.0027995136333613946 15.051425958180428 15.954554844379427 15.421886811935902 0.9 """""" """""" """""" """""" 2 False True all False False 0 1.476606890738164 9.971115960313588 245.98031899 68.44569751 0.04899226432874926 19.425953463351725 23.64 19.76192625463009 0.975 False False 0.3 0.7 1.5 0.02 8 3 5.885196799878031 12.361174199025923 1.9242890112879758 0.5326680324435245 6.423761777214678 -2.047810026240139 -2.5936866733158297 False 0.08 Inputed -19.774360536819646 -19.787569151451812 """""" """""" """"""
-0.15110784576067676 0.2600817791048181 -13.846835065610959 18.81056582579727 5723.211180422626 81.92403195802304 35 22 22 40.941226799972355 61 True False 2019xco 72.75563749999998 7.648869444444444 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 72.75563749999998 7.648869444444444 TNS 2019xco ZTF19aczrmvs 2019xco SNIa 0.08 0.12405892019581444 1.0606474092509082 0.31749213342882143 0.5363405891103881 1.0606474092509082 1.7210676824811664 11.955826935233837 11.955826935233837 28.98539986473852 28.98539986473852 58853.11082179984 58836.22072920017 18.366570450901477 18.366570450901477 18.42515317874696 1.441604161186831 2.630974977647851 9.665833544433912 72.75726762 7.65101392 0.007042030897657203 16.695782403588296 18.019758330392836 17.19903131299019 1.0 """""" """""" """""" """""" 1 False True all False False 0 1.7828217103021995 4.097414323891558 72.75499458 7.64792636 0.003795726444099534 17.73890804848671 19.829405388259886 18.619265734672545 0.0 False False 0.3 0.7 1.5 0.02 8 3 16.890092599671334 9.665833544433912 2.630974977647851 0.8207270174026462 3.673859928943672 -0.3468121205086412 -1.2261218657567703 False 0.08 Inputed -19.364780843324418 -19.4233635711699 """""" """""" """"""
-0.02452993907716884 0.29225662925239254 -7.914109598082433 19.308402422991 4728.588148262139 282.52076991207974 119 35 35 72.91818290017545 72 True False 2021owc 305.6864416666666 -14.812747222222223 SNIIn 0.127 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 305.6864416666666 -14.812747222222223 TNS 2021owc ZTF21abaadkb 2021owc SNIIn 0.127 0.20020640859745953 0.43867171861937493 0.2566509406937847 0.3151717182309781 0.43867171861937493 0.5711838779840228 74.23236885949387 74.23236885949387 -1.314185959318415 -1.314185959318415 59374.43884260021 59342.44018519996 18.97684024671976 19.353406289435902 18.97684024671976 0.4978525655177806 0.7637605978579414 4.686732047046752 305.68753695 -14.81198984 0.2777994694287168 23.849948010480404 24.666150738596915 23.403795398759843 0.5 """""" """""" """""" """""" 0 False True all False False 0 0.7637605978579414 4.686732047046752 305.68753695 -14.81198984 0.2777994694287168 23.849948010480404 24.666150738596915 23.403795398759843 0.5 False False 0.3 0.7 1.5 0.02 8 3 31.99865740025416 0.0 0.0 0.0 0.0 4.286593710564098 4.293159753280239 True 0.127 Inputed -19.83768759549355 -19.461121552777406 """""" """""" """"""
-0.1669890780469955 0.21742935932844015 -5.192856521637588 17.87443700304289 5452.338356232409 182.24003236368054 51 33 33 55.828425999730825 32 True False 2020aaue 44.74225416666666 9.964280555555554 SNIa 0.055905 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 44.74225416666666 9.964280555555554 TNS 2020aaue ZTF20actfeym 2020aaue SNIa 0.055905 -0.006374533123754134 0.32659534969965165 0.06985589331689113 0.15062916903248436 0.32659534969965165 0.5231876427811706 12.826976954723499 12.826976954723499 43.00144904500733 43.00144904500733 59185.20349540003 59176.3212731001 17.2940308876812 17.2940308876812 17.4553410317332 2.021171397213237 3.405189865438492 5.583286088791785 44.74123108 9.96310159 0.0013160264909338748 15.071285217952727 15.590872821235656 15.332670157051087 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.405189865438492 5.583286088791785 44.74123108 9.96310159 0.0013160264909338748 15.071285217952727 15.590872821235656 15.332670157051087 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.882222299929708 5.583286088791785 3.405189865438492 0.2582026641845694 1.6396401696892797 -1.7031580664455426 -2.1226708746821146 False 0.055905 Inputed -19.544601739105765 -19.705911883157768 """""" """""" """"""
-0.11280801563615192 0.4226845687784393 -4.8448494156652755 18.804630369934628 5812.536392264235 186.67907204725122 66 42 42 58.919479199685156 67 True True 2020bza 146.60835833333334 21.229169444444445 SNIa 0.0885 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 146.60835833333334 21.229169444444445 TNS 2020bza ZTF20aamfpcj 2020bza SNIa 0.0885 -0.0929590906819513 0.20934942185552785 -0.023718322224517863 0.049628870305816974 0.20934942185552785 0.38767524355516514 18.73093027272042 18.73093027272042 40.188548926964735 40.188548926964735 58896.24990739999 58880.307708300184 18.46710437922837 18.46710437922837 18.57723743907719 0.2729840603819243 1.0832497590973793 1.1515560475055278 146.60870137568202 21.229177958932603 0.005592769891231697 20.341944941816926 21.08096138446689 20.747117165369986 0.8550000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.0832497590973793 1.1515560475055278 146.60870137568202 21.229177958932603 0.005592769891231697 20.341944941816926 21.08096138446689 20.747117165369986 0.8550000000000001 False False 0.3 0.7 1.5 0.02 8 3 15.942199099808931 1.1515560475055278 1.0832497590973793 0.3338442190969033 1.0630568230775004 2.6138570052385184 2.1698797262927947 False 0.0885 Inputed -19.435955389953197 -19.546088449802017 """""" """""" """"""
-0.1535222555472759 0.20385433189925817 -9.700599403338074 18.887496803401874 5938.264695655014 115.04865745921461 27 17 17 59.988472199998796 27 True True 2019hgl 226.37558416666 16.894232694444 SNIa 0.087 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 226.37558416666 16.894232694444 TNS 2019hgl ZTF19aaxyukr 2019hgl SNIa 0.087 -0.045610429985735834 0.5023024323771672 0.07343202953303773 0.2038970722647946 0.5023024323771672 0.8566166794476118 16.711410571786296 16.711410571786296 43.2770616282125 43.2770616282125 58654.24244209984 58638.18951389985 18.260772105704426 18.260772105704426 18.426075044224827 1.8326655153648566 2.242155520386353 2.719040145339902 226.3759326672815 16.894910386098047 0.003232220978337974 17.619441780405044 18.260785619347097 17.877588482887745 0.975 """""" """""" """""" """""" 0 False True all False False 0 2.242155520386353 2.719040145339902 226.3759326672815 16.894910386098047 0.003232220978337974 17.619441780405044 18.260785619347097 17.877588482887745 0.975 False False 0.3 0.7 1.5 0.02 8 3 16.052928199991584 2.719040145339902 2.242155520386353 0.3831971364593514 1.2126902530255241 1.3513642670659465e-05 -0.5484865613370822 False 0.087 Inputed -19.5492994090759 -19.7146023475963 """""" """""" """"""
-0.16658405257532455 0.22212215635884514 -21.188308136413223 16.846175162695932 5040.768446098962 253.47039954550746 75 47 47 74.90313649969175 57 True True 2020kqo 345.18912499999993 11.2089 SNIa 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 345.18912499999993 11.2089 TNS 2020kqo ZTF20abcxnbb 2020kqo SNIa 0.03 0.18718511521335301 0.45295874086880517 0.24969254134330043 0.3147709867448292 0.45295874086880517 0.6024119847211438 -8.177544223092678 -8.177544223092678 83.08068072278444 83.08068072278444 59002.429583299905 58998.45046300022 16.614741425517643 16.614741425517643 17.304225447033105 5.796006273605574 4.612835004966475 5.806524669586542 345.187728336825 11.20804879082535 0.004987970748731918 16.265659490430355 17.066996183772087 16.62816906824112 0.97 """""" """""" """""" """""" 1 False True all False False 0 0.7 2.5642284229418335 345.18983155 11.20873568 0.050696410436513406 22.81390391857624 22.52901605052948 21.508101407146455 0.55 False False 0.3 0.7 1.5 0.02 8 3 3.9791202996857464 5.806524669586542 4.612835004966475 0.438827115530966 1.258775712405682 0.45225475825444406 -0.6760563787919835 False 0.03 Inputed -18.330572006592224 -19.020056028107685 """""" """""" """"""
-0.11208056507139813 0.3707924871267861 -2.582813737868788 18.834123265214572 5092.244899573194 96.61989425142893 41 29 29 44.90864589996636 42 True True 2019xap 101.23212083333331 45.701825 SNIa 0.069 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 101.23212083333331 45.701825 TNS 2019xap ZTF19acygjgx 2019xap SNIa 0.069 0.08667667186766437 0.831485878353277 0.2448897889150956 0.42076468220568586 0.831485878353277 1.3323994710259122 12.415414868393185 12.415414868393185 32.493231031573174 32.493231031573174 58836.45246529998 58830.30601850012 18.636085157563937 18.867214033075538 18.636085157563937 1.1044931621671041 3.641559718332066 16.0630941710984 101.2382913443565 45.700668480695896 0.009872203448126005 15.900887125048637 17.079719042758942 16.270071172623634 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 6.960668493324369 101.232532224231 45.6999129475333 0.2128196526445464 22.484830725531577 25.688502666110992 21.670768646812437 0.8 False False 0.3 0.7 1.5 0.02 8 3 6.146446799859405 16.0630941710984 3.641559718332066 0.8096478701353078 4.411047851346438 -1.7874949903165955 -2.3660139849403024 False 0.069 Inputed -18.827348505708322 -18.59621963019672 """""" """""" """"""
-0.06674199682046063 0.48023152328453533 -13.433492813378049 18.781391986242852 6288.099592870751 107.54348144207881 22 16 16 48.8764466997236 40 True True 2019wew 141.64274999999998 -1.650261111111111 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 141.64274999999998 -1.650261111111111 TNS 2019wew ZTF19acxolhu 2019wew SNIa 0.07 -0.06716949151335427 0.5165998813645167 0.05834503956629433 0.19682597648997913 0.5165998813645167 0.9007563417510163 0.6883957073422096 0.6883957073422096 48.18805099238139 48.18805099238139 58830.54979170021 58827.41778940009 18.44868319767345 18.44868319767345 18.663133275842444 1.3323998405606003 1.3027079235883285 1.381069570663732 141.6428204806275 -1.6498840051423351 0.005022040972287312 19.715927323983905 20.42972554425359 20.011298037512304 0.9549999999999998 """""" """""" """""" """""" 0 False True all False False 0 1.3027079235883285 1.381069570663732 141.6428204806275 -1.6498840051423351 0.005022040972287312 19.715927323983905 20.42972554425359 20.011298037512304 0.9549999999999998 False False 0.3 0.7 1.5 0.02 8 3 3.132002300117165 1.381069570663732 1.3027079235883285 0.4184275067412848 1.0601528904956339 1.9810423465801392 1.3481647616698602 False 0.07 Inputed -18.83203267574835 -19.046482753917346 """""" """""" """"""
-0.03914408007102882 0.40283906965024385 -18.785654422956316 18.654601020336635 5032.772774183594 192.78385059412977 58 44 44 74.83887739991769 41 True False 2020sur 22.248233333333335 -11.491469444444444 SNII 0.063 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 22.248233333333335 -11.491469444444444 TNS 2020sur ZTF20abywoaa 2020sur SNII 0.063 0.2113446825914309 0.5754512844770225 0.29537420393624103 0.3839441711981273 0.5754512844770225 0.7874502965097889 11.434910530370963 11.434910530370963 63.40396686954673 63.40396686954673 59099.395659700036 59092.40256940015 18.445380708487306 18.445380708487306 18.508370564254303 1.2026090039180055 1.4163229260286025 1.1650877655473806 22.24853095 -11.49132916 0.003571883990603153 19.16663727802038 19.82602637848854 19.301744731783867 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.4163229260286025 1.1650877655473806 22.24853095 -11.49132916 0.003571883990603153 19.16663727802038 19.82602637848854 19.301744731783867 1.0 False False 0.3 0.7 1.5 0.02 8 3 6.993090299889445 1.1650877655473806 1.4163229260286025 0.5242816467046723 0.8226144928786189 1.3806456700012326 0.7933741675295636 False 0.063 Inputed -18.75456924354967 -18.817559099316668 """""" """""" """"""
-0.13051909926660235 0.2576328006903385 -9.466627139805588 18.926930758723184 5865.3944301684405 82.69014333986566 115 52 52 55.930636500008404 44 True True 2020svi 7.632683333333333 33.20771388888889 SNIa 0.085 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 7.632683333333333 33.20771388888889 TNS 2020svi ZTF20abyjoxb 2020svi SNIa 0.085 0.011234821348516277 0.8671088348962996 0.18767035494712303 0.3875649558714507 0.8671088348962996 1.4715225223832817 15.987536617382743 15.987536617382743 39.94309988262566 39.94309988262566 59110.3683449002 59095.30515050003 18.436729452549635 18.45055083198848 18.436729452549635 1.19241764039534 0.6078297512868455 0.4750909005815676 7.63255672 33.20763519 0.007126056903682398 22.323117817521094 22.76523245215416 22.551412569880487 0.4166666666666667 """""" """""" """""" """""" 0 False True all False False 0 0.6078297512868455 0.4750909005815676 7.63255672 33.20763519 0.007126056903682398 22.323117817521094 22.76523245215416 22.551412569880487 0.4166666666666667 False False 0.3 0.7 1.5 0.02 8 3 15.06319440016523 0.4750909005815676 0.6078297512868455 0.21381988227367188 0.7816183718808524 4.314681620165679 4.114683117330852 False 0.085 Inputed -19.48720816341331 -19.473386783974465 """""" """""" """"""
-0.11167730730112457 0.35458624219927465 -9.62486624180657 17.78617377939614 5409.210216736834 152.84303577396426 48 30 30 74.94275469984859 63 True False 2020dvs 287.33537499999994 50.27025 SNIa 0.055 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 287.33537499999994 50.27025 TNS 2020dvs ZTF20aasiwcu 2020dvs SNIa 0.055 0.05216347322288328 0.47629389476450257 0.14775479519924772 0.250073625981031 0.47629389476450257 0.733824026727774 9.630505011498569 9.630505011498569 65.31224968835002 65.31224968835002 58915.49799769977 58905.52655090019 17.272945440892585 17.272945440892585 17.52051993628002 4.0317348062023 3.629474781614096 21.14771084787778 287.32743295 50.27320651 0.010562401635935914 15.36590119483471 15.866649920868873 15.525447270822525 0.99 """""" """""" """""" """""" 6 False True all False False 0 1.448023409857214 8.42250493001791 287.33295086 50.272003 0.049841126191790486 19.856995167994498 21.679405518460275 22.66490249927044 0.5 False False 0.3 0.7 1.5 0.02 8 3 9.971446799580008 21.14771084787778 3.629474781614096 0.3412026500463483 5.826658709686086 -1.4062955200237113 -1.9950726654574957 False 0.055 Inputed -19.4435259704049 -19.691100465792335 """""" """""" """"""
-0.19804224648311192 0.1914662687302942 -10.112038390114932 18.349470455966333 6365.581200034776 118.20405333145078 101 59 59 73.95596059970558 52 True True 2021bjd 206.9550833333333 26.40015 SNIa 0.068 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 206.9550833333333 26.40015 TNS 2021bjd ZTF21aagycrc 2021bjd SNIa 0.068 -0.13157730594949157 0.36273547186073785 -0.02406739910416178 0.0936838436172529 0.36273547186073785 0.6816616535781783 14.187420552540134 14.187420552540134 59.768540047165445 59.768540047165445 59249.444918999914 59233.4923843001 17.631502788438027 17.631502788438027 17.8938751311837 2.6220826488570173 0.8419521336440572 0.08415091208024067 206.9550949562555 26.400129071115103 0.0026792533642501226 20.358963474879264 21.042545439965725 20.52748904263526 0.765 """""" """""" """""" """""" 0 False True all False False 0 0.8419521336440572 0.08415091208024067 206.9550949562555 26.400129071115103 0.0026792533642501226 20.358963474879264 21.042545439965725 20.52748904263526 0.765 False False 0.3 0.7 1.5 0.02 8 3 15.952534699812531 0.08415091208024067 0.8419521336440572 0.5150563973304649 0.09994738265704808 3.4110426515276977 2.633613911451558 False 0.068 Inputed -19.537368870785347 -19.79974121353102 """""" """""" """"""
-0.3286591759710902 0.47038580683469033 -5.908461357447597 15.04989231151957 5898.58147859183 263.8302591530871 19 5 5 18.977268499787897 53 True True 2018jlv 354.74660833333 41.576248833333 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 354.74660833333 41.576248833333 TNS 2018jlv ZTF18acswudf 2018jlv CV 0.0 -0.1156448530821308 0.08708608255853534 -0.06802535560106904 -0.018404494411953465 0.08708608255853534 0.20132825156863277 -3.6136766365592217 -3.6136766365592217 22.59094513634712 22.59094513634712 58456.15363429999 58456.15363429999 15.114373279516077 16.908432811642452 15.114373279516077 9.541356507341826 0.7034099414455383 0.16992457299766497 354.746556946986 41.576221442310995 0.010568946443603178 22.627725319185256 22.0564175733757 22.11417759871483 0.275 """""" """""" """""" """""" 0 False True all False False 0 0.7034099414455383 0.16992457299766497 354.746556946986 41.576221442310995 0.010568946443603178 22.627725319185256 22.0564175733757 22.11417759871483 0.275 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.16992457299766497 0.7034099414455383 -0.05776002533912816 0.24157260650661622 5.147984761733248 6.999804319198752 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.11872995923009022 0.3927360427779532 -19.61353531338651 18.140728975892017 6645.648595705197 164.59625357512317 15 12 12 38.920752400066704 44 True True 2020akj 212.33404166666665 -12.468572222222223 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 212.33404166666665 -12.468572222222223 TNS 2020akj ZTF20aaifsri 2020akj SNIa 0.07 -0.1429711701260814 0.1905791759163975 -0.06755366023295295 0.013007709016747526 0.1905791759163975 0.39186787928191436 -11.717611343752782 -11.717611343752782 50.63836374381948 50.63836374381948 58873.54554399988 58873.52141200006 17.92904983758037 17.92904983758037 18.12528018964005 4.909692220249644 1.5375143481887126 5.01015757863445 212.33305689368302 -12.4675660998154 0.013176630094677622 19.17490649241328 19.555951158742904 19.21879081991434 0.9650000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.5375143481887126 5.01015757863445 212.33305689368302 -12.4675660998154 0.013176630094677622 19.17490649241328 19.555951158742904 19.21879081991434 0.9650000000000001 False False 0.3 0.7 1.5 0.02 8 3 0.02413199981674552 5.01015757863445 1.5375143481887126 0.3371603388285642 3.258608665692601 1.626901321162535 1.093510630274288 False 0.07 Inputed -19.369885761950744 -19.566116114010427 """""" """""" """"""
-0.11661884372263505 0.3778756217060021 -6.700031044059317 18.69389710539066 6356.338798524262 197.19573201418288 29 15 15 28.956840300001204 66 True False 2021lgl 241.00464166666663 -14.433947222222223 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 241.00464166666663 -14.433947222222223 TNS 2021lgl ZTF21aazcune 2021lgl SNIa 0.09 -0.1907109689231561 0.06992087080022458 -0.1308574655420962 -0.06756373023634055 0.06992087080022458 0.22292979580655725 9.624140203011045 9.624140203011045 19.33270009699016 19.33270009699016 59345.37702549994 59337.39790510014 18.25047857249155 18.25047857249155 18.479048450064003 0.33419386925767425 2.2566074636583755 2.809412037784583 241.00442231 -14.4331963 0.005110115913735003 18.187639675617216 18.870778833770753 18.56912750372887 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.2566074636583755 2.809412037784583 241.00442231 -14.4331963 0.005110115913735003 18.187639675617216 18.870778833770753 18.56912750372887 1.0 False False 0.3 0.7 1.5 0.02 8 3 7.979120399802923 2.809412037784583 2.2566074636583755 0.30165133004188505 1.2449715260757002 0.6203002612792048 0.09007905366486568 False 0.09 Inputed -19.571336195115233 -19.799906072687687 """""" """""" """"""
-0.10850418715470297 0.024707674762739485 -14.926275051550416 18.616053494636102 4806.07063890293 156.4303675211748 64 20 20 72.82903930032626 46 True True 2020cpu 223.62929875 9.7071562777777 SNII 0.03276 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 223.62929875 9.7071562777777 TNS 2020cpu ZTF20aanvqbi 2020cpu SNII 0.03276 0.2824423133963663 0.7629735630273196 0.3914046866696026 0.5075670246986306 0.7629735630273196 1.0518679929076384 36.13359133674729 36.13359133674729 36.69544796357897 36.69544796357897 58911.4782292 58894.52434029989 17.969160746935348 18.007030349146575 17.969160746935348 7.900215862347887 3.9914062537222494 4.5300234492645854 223.6280262544785 9.707257323331875 0.0012522532540115705 14.896947264260053 15.287521608831883 15.49692893893361 0.9857142857142858 """""" """""" """""" """""" 0 False True all False False 0 3.9914062537222494 4.5300234492645854 223.6280262544785 9.707257323331875 0.0012522532540115705 14.896947264260053 15.287521608831883 15.49692893893361 0.9857142857142858 False False 0.3 0.7 1.5 0.02 8 3 16.95388890011236 4.5300234492645854 3.9914062537222494 -0.20940733010172785 1.134944217978323 -2.7195087403146925 -2.4722318080017374 False 0.03276 Inputed -17.858229635910284 -17.820360033699057 """""" """""" """"""
-0.14059500401069894 0.3343083302180726 -11.749869101714301 17.80251977895802 6734.70402164434 55.32122379970196 21 16 16 31.993819400202483 62 True True 2019wds 175.3384333333333 63.078252777777784 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 175.3384333333333 63.078252777777784 TNS 2019wds ZTF19acxlylb 2019wds SNIa 0.05 -0.042706919226137785 1.354230286310056 0.21831500863513043 0.5325855497351597 1.354230286310056 2.505144698155121 3.0849749152579644 3.0849749152579644 28.908844484944517 28.908844484944517 58830.56009260006 58823.51849539997 17.429449278369194 17.429449278369194 17.575182657849894 3.940046728980974 2.677496399101814 0.517820464826102 175.338519352934 63.07811431204745 0.0003914596897496292 14.772096918964387 15.942146182447672 15.304631379944087 0.9 """""" """""" """""" """""" 0 False True all False False 0 2.677496399101814 0.517820464826102 175.338519352934 63.07811431204745 0.0003914596897496292 14.772096918964387 15.942146182447672 15.304631379944087 0.9 False False 0.3 0.7 1.5 0.02 8 3 7.041597200091928 0.517820464826102 2.677496399101814 0.6375148025035848 0.19339725909614994 -1.487303095921522 -2.270551277905806 False 0.05 Inputed -19.179355973325382 -19.32508935280608 """""" """""" """"""
-0.1595760596311348 0.17481779927810903 -11.849779723235844 18.6619601886998 5406.498933027451 108.81729743085094 141 84 84 69.95899310009554 43 True True 2020qlr 262.2204166666666 57.91811944444444 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 262.2204166666666 57.91811944444444 TNS 2020qlr ZTF20abpeyat 2020qlr SNIa 0.05 0.11931463663207609 0.7792621408156535 0.262197660414234 0.4191176471154776 0.7792621408156535 1.2091132542382539 15.154466839031794 15.154466839031794 54.80452626106374 54.80452626106374 59075.23591439985 59059.16069439985 18.117115550578003 18.12731573784964 18.117115550578003 1.2961160169893529 1.8788270432043952 3.2829311984823057 262.221946702591 57.917705679011 0.0032803631524030985 17.769871111620663 18.67449439884186 18.126405754032135 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.8788270432043952 3.2829311984823057 262.221946702591 57.917705679011 0.0032803631524030985 17.769871111620663 18.67449439884186 18.126405754032135 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.075219999998808 3.2829311984823057 1.8788270432043952 0.5480886448097237 1.7473301815387803 0.5471786609922198 0.009290203454131785 False 0.05 Inputed -18.637423080597273 -18.627222893325637 """""" """""" """"""
-0.2709345990725311 0.2944760319045735 -4.226864483988881 18.53598636987285 5995.480317059363 199.9893291613767 38 10 10 20.95806710002944 43 True True 2019lsm 218.76063916666 14.77690375 SNIbn 0.04168 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 218.76063916666 14.77690375 TNS 2019lsm ZTF19abhcefa 2019lsm SNIbn 0.04168 -0.13703678952906984 0.13248454547467148 -0.0749993030792524 -0.00949376988720374 0.13248454547467148 0.2900623407660774 8.276548991176014 8.276548991176014 12.681518108853425 12.681518108853425 58692.197256899904 58684.20621530013 18.061030895166244 18.061030895166244 18.21757479332776 0.46110092837072986 2.966395584586878 6.163486486092801 218.7590414828405 14.77764177867375 0.006852574170090109 17.322710154276493 17.87108477113247 17.52422214173615 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.966395584586878 6.163486486092801 218.7590414828405 14.77764177867375 0.006852574170090109 17.322710154276493 17.87108477113247 17.52422214173615 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 7.9910415997728705 6.163486486092801 2.966395584586878 0.34686262939631973 2.077769572648273 -0.1899461240337743 -0.69335265159161 False 0.04168 Inputed -18.137448568423324 -18.29399246658484 """""" """""" """"""
-0.12675172139097637 0.12841417103291886 -11.499767227714806 18.688474481324466 5910.613624819115 131.0001575851423 44 20 20 73.82313660020009 77 True True 2020qnz 311.21177083333333 -7.082658333333333 SNIa 0.06624 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 311.21177083333333 -7.082658333333333 TNS 2020qnz ZTF20abpuijn 2020qnz SNIa 0.06624 -0.03493395089383711 0.4394119277813999 0.06992424739134862 0.18357537091075216 0.4394119277813999 0.7372238184354813 23.640890865416356 23.640890865416356 50.182245734783734 50.182245734783734 59076.2959838002 59057.3483564998 17.999322454731196 17.999322454731196 18.023018154778978 1.1519276670463003 3.514070113335512 10.949071251109048 311.208810784299 -7.081869999515796 0.0035103291983809015 15.336646178702116 16.55391551069975 15.731983163816928 0.97 """""" """""" """""" """""" 4 False True all False False 0 0.7 5.062947483943548 311.211048232679 -7.08144850938761 0.10233688605060343 22.230419907197952 24.120555860862734 23.792973986907004 0.5 False False 0.3 0.7 1.5 0.02 8 3 18.94762730039656 10.949071251109048 3.514070113335512 0.8219323468828215 3.115780533108466 -1.445406944031447 -2.29103499096205 False 0.06624 Inputed -19.35041967251727 -19.37411537256505 """""" """""" """"""
-0.17672862495371355 0.2535464191734024 -9.660000850317939 18.10140980684946 5868.055362237469 199.8831317089565 27 22 22 72.94668990001082 59 True True 2020cpb 257.07962499999996 18.29958888888889 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 257.07962499999996 18.29958888888889 TNS 2020cpb ZTF20aamttmo 2020cpb SNIa 0.05 -0.07669021095156126 0.2073259209753644 -0.011242828987640507 0.057812685850198164 0.2073259209753644 0.37305044948242383 11.18098631467915 11.18098631467915 61.76570358533168 61.76570358533168 58904.55160879996 58891.47511570016 17.5540596560848 17.5540596560848 17.70181868154333 2.574014159316887 0.7234897729964709 3.6512983865508226 257.079342165829 18.2986108331336 0.01685437112971666 20.562825564932822 21.37175532537937 21.51358568576336 0.7000000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.7234897729964709 3.6512983865508226 257.079342165829 18.2986108331336 0.01685437112971666 20.562825564932822 21.37175532537937 21.51358568576336 0.7000000000000001 False False 0.3 0.7 1.5 0.02 8 3 13.076493099797517 3.6512983865508226 0.7234897729964709 -0.1418303603839881 5.046786454808164 3.8176956692945723 3.8117670042200302 False 0.05 Inputed -19.052719949631946 -19.200478975090476 """""" """""" """"""
-0.18272026845206946 0.2853780395673116 -6.592578994550767 18.598675004962622 6165.767817840716 105.70046239346824 70 29 29 41.82311340002343 89 True False 2020odj 279.2067916666667 30.328630555555556 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 279.2067916666667 30.328630555555556 TNS 2020odj ZTF20abjkvyt 2020odj SNIa 0.07 -0.12095442998015571 0.44921429433528104 0.0010866984112887224 0.13612585695444324 0.44921429433528104 0.8270951105864555 12.155959534223438 12.155959534223438 29.667153865799992 29.667153865799992 59044.35332180001 59032.46740739979 18.049697757823417 18.049697757823417 18.294067817460604 0.820909121777893 0.7563393733190351 4.3835626543141215 279.20642775 30.329807 0.028995790700404256 20.847796673583986 22.614843410396578 21.723475346851348 0.1125 """""" """""" """""" """""" 1 False True all False False 0 0.8748272735382222 4.061117419537261 279.2079869 30.3281742 0.0074415278952941755 19.168569576835633 20.55131030035019 19.57550980849266 0.0 False False 0.3 0.7 1.5 0.02 8 3 11.885914400219917 4.3835626543141215 0.7563393733190351 0.8913680635452295 5.795761544289022 4.565145652573161 3.429407529390744 False 0.07 Inputed -19.20109813413019 -19.44546819376738 """""" """""" """"""
-0.14809201670569674 0.4155599889413678 -5.270912765466838 18.463862731501933 4267.541328944925 203.68363715100537 65 24 24 38.00715279998258 51 True False 2018jme 96.157367083333 50.97500275 SNIc 0.036939 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 96.157367083333 50.97500275 TNS 2018jme ZTF18acsjrbc 2018jme SNIc 0.036939 0.3658551155351688 0.7417918058758062 0.45312663208198956 0.5447589259812702 0.7417918058758062 0.958411456418176 10.860169796565586 10.860169796565586 27.14698300341699 27.14698300341699 58465.47748839995 58455.27601849986 18.192088624585814 18.542851114224433 18.192088624585814 0.4984667575470257 5.654528935581976 21.079826506018044 96.153484 50.98032342 0.005013214651751641 14.203630909585954 19.721237627220155 14.545397478675842 0.5125 """""" """""" """""" """""" 8 False True all False False 0 2.0318942651638396 6.443965942368945 96.15994433 50.97424738 0.013195729430103609 18.494466599559782 20.381386536216734 19.369079541063307 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.201469900086522 21.079826506018044 5.654528935581976 5.175840148544314 3.7279544850093624 1.178386512995722 -3.6466911459099727 False 0.036939 Inputed -17.89822936955271 -17.54746687991409 """""" """""" """"""
-0.011685306752658208 0.24293419094631785 7.592955177897355 19.077556769071883 4140.040910707285 357.12255666416775 150 49 49 72.99930559983477 57 True True 2019kwt 294.844125 78.762111 SLSN-I 0.3562 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 294.844125 78.762111 TNS 2019kwt ZTF19aaqrime 2019kwt SLSN-I 0.3562 0.33695165633437085 0.5390461049767481 0.385378696633083 0.4351832953041246 0.5390461049767481 0.6487900681183767 201.6814817473735 201.6814817473735 -128.68217614753874 -128.68217614753874 58655.39060189994 58582.391296300106 18.95278851313496 19.182691539215554 18.95278851313496 0.6237664923278049 0.7897811507300171 1.3597699656464344 294.84561658 78.76235219 0.022907461410253016 22.63845513355732 25.261370412445068 22.095611811804773 0.5 """""" """""" """""" """""" 0 False True all False False 0 0.7897811507300171 1.3597699656464344 294.84561658 78.76235219 0.022907461410253016 22.63845513355732 25.261370412445068 22.095611811804773 0.5 False False 0.3 0.7 1.5 0.02 8 3 72.99930559983477 1.3597699656464344 0.7897811507300171 3.165758600640295 1.7217047588304184 6.078678873229514 3.142823298669814 False 0.3562 Inputed -22.17260703857499 -21.942704012494396 """""" """""" """"""
-0.16711738496944775 0.25261738997280725 -22.499790398423407 15.636131785594026 5169.998090091292 290.967009410372 93 53 53 74.91868059989065 52 True True 2021bkw 215.30672499999997 20.714997222222223 SNIa 0.0182 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 215.30672499999997 20.714997222222223 TNS 2021bkw ZTF21aagsypp 2021bkw SNIa 0.0182 0.13895318680646618 0.3608120449621346 0.19152140378551863 0.24598671364167046 0.3608120449621346 0.4838504537191497 -12.226571345455046 -12.226571345455046 87.14525194534569 87.14525194534569 59250.48136569979 59248.44115740014 15.647520071423472 15.647520071423472 15.659996174708041 19.15568188468709 4.750919410210536 0.9519574711991327 215.306450031799 20.714935765656598 0.0018710062710929343 15.32154194159627 15.86058092826605 15.50062031653881 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.750919410210536 0.9519574711991327 215.306450031799 20.714935765656598 0.0018710062710929343 15.32154194159627 15.86058092826605 15.50062031653881 1.0 False False 0.3 0.7 1.5 0.02 8 3 2.0402082996442914 0.9519574711991327 4.750919410210536 0.3599606117272387 0.20037331493209792 0.2130608568425778 -0.1593758581692306 False 0.0182 Inputed -18.883110917474628 -18.895587020759198 """""" """""" """"""
-0.17380474785349237 0.19227888394529555 -8.886644623665603 18.95286615294122 5686.604163338605 120.44902317225865 175 87 87 71.99393519992009 47 True True 2020jtc 237.18117916666665 29.817444444444444 SNIa 0.085 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 237.18117916666665 29.817444444444444 TNS 2020jtc ZTF20aazhtvi 2020jtc SNIa 0.085 -0.0020286806032068228 0.5346998240550569 0.1154584155365761 0.24360111252468997 0.5346998240550569 0.8774853662613324 14.590813984942075 14.590813984942075 57.403121214978015 57.403121214978015 58994.266851900145 58980.27594910003 18.36024872842913 18.36024872842913 18.467835218582966 1.1840750522625536 1.41640013244415 3.351589822764923 237.181444970951 29.818346427086198 0.007372168732134199 19.17627762803197 19.993423516190052 19.48480392834306 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.41640013244415 3.351589822764923 237.181444970951 29.818346427086198 0.007372168732134199 19.17627762803197 19.993423516190052 19.48480392834306 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 13.990902800112963 3.351589822764923 1.41640013244415 0.5086195878469937 2.3662733051156923 1.6331747877609217 1.0169687097600928 False 0.085 Inputed -19.45610239737998 -19.563688887533814 """""" """""" """"""
-0.04762923895610499 0.42755469983399674 -24.287102570724244 18.470114486159968 6462.539602472201 113.91715229787343 34 20 20 53.992812499869615 30 True False 2019uqp 138.6663975 67.739095 SNII 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 138.6663975 67.739095 TNS 2019uqp ZTF19acrwvao 2019uqp SNII 0.04 0.013649833680695167 0.593693741171279 0.13971228447547546 0.2778376431492333 0.593693741171279 0.9687441685621607 -0.39412914168812563 -0.39412914168812563 54.38694164155774 54.38694164155774 58805.52940970007 58799.47575230012 18.193526044933353 18.193526044933353 18.24333585881138 3.5694298501704513 1.3572004864231806 0.31792281331716027 138.66655665 67.73915953 0.004098215165058039 19.64788099012375 19.99113459954262 19.925107341122626 0.9099999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.3572004864231806 0.31792281331716027 138.66655665 67.73915953 0.004098215165058039 19.64788099012375 19.99113459954262 19.925107341122626 0.9099999999999999 False False 0.3 0.7 1.5 0.02 8 3 6.053657399956137 0.31792281331716027 1.3572004864231806 0.06602725841999302 0.2342489680025289 1.7976085546092655 1.6817714823112446 False 0.04 Inputed -18.021469028670037 -18.071278842548065 """""" """""" """"""
-0.15983495440744167 0.32617780001937446 -12.508638511788801 17.620463850493515 4465.455330840317 125.4535433361514 29 14 14 37.93180560041219 175 True False 2021uef 297.40179583333327 42.23985277777778 SNIa 0.0304 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 297.40179583333327 42.23985277777778 TNS 2021uef ZTF21abourqt 2021uef SNIa 0.0304 0.415987596117116 1.0834606178532766 0.5640022632482022 0.7240553157053213 1.0834606178532766 1.5012322085758782 11.47192305349272 11.47192305349272 26.45988254691947 26.45988254691947 59439.362986099906 59422.39160879981 17.433342818581004 17.63075448166328 17.433342818581004 0.8208354548096198 3.375206232524465 1.1081348490105973 297.40156727 42.24010991 0.0007830601912848234 15.05253325510025 16.15593270740509 15.411656965637206 0.96 """""" """""" """""" """""" 0 False True all False False 0 3.375206232524465 1.1081348490105973 297.40156727 42.24010991 0.0007830601912848234 15.05253325510025 16.15593270740509 15.411656965637206 0.96 False False 0.3 0.7 1.5 0.02 8 3 16.97137730009854 1.1081348490105973 3.375206232524465 0.7442757417678827 0.3283161894915602 -1.4748217742581922 -2.021685852943797 False 0.0304 Inputed -18.230431358928815 -18.033019695846537 """""" """""" """"""
-0.17534452900493444 0.41184636409459274 -2.4313259478667897 18.892795470505146 6077.324024345375 181.55693901009573 27 10 10 24.005069400183856 82 True True 2019kzd 227.13514166666 5.8435204999999 SNIa 0.077 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 227.13514166666 5.8435204999999 TNS 2019kzd ZTF19abdmfgf 2019kzd SNIa 0.077 -0.16244674153351824 0.13099470790186984 -0.09550405854610133 -0.02440768836743956 0.13099470790186984 0.30531199352047267 8.623347664068302 8.623347664068302 15.381721736115555 15.381721736115555 58674.20403939998 58668.20857639983 18.53422938567706 18.53422938567706 18.732644570982476 0.6657587942861253 1.9095018456200379 2.3119001031208315 227.135561171363 5.843032387729595 0.0004044740083211096 15.306236619622709 16.68470150400877 15.723810521939992 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.9095018456200379 2.3119001031208315 227.135561171363 5.843032387729595 0.0004044740083211096 15.306236619622709 16.68470150400877 15.723810521939992 0.975 False False 0.3 0.7 1.5 0.02 8 3 5.9954630001448095 2.3119001031208315 1.9095018456200379 0.9608909820687792 1.210734678483712 -1.8495278816682905 -3.008834049042484 False 0.077 Inputed -18.9728633819451 -19.171278567250514 """""" """""" """"""
-0.10767661755573256 0.40452792482493305 -6.147608166482122 17.982591358897373 5245.126204605257 216.41223596905536 29 25 25 36.078402699902654 34 True True 2021lht 175.51701249999996 -4.212441666666667 SNIa 0.055 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 175.51701249999996 -4.212441666666667 TNS 2021lht ZTF21aarguvb 2021lht SNIa 0.055 0.04686529467619849 0.3333868214165534 0.11343071654397363 0.18329283754676595 0.3333868214165534 0.498149499285816 6.278943482865953 6.278943482865953 29.7994592170367 29.7994592170367 59338.21153939981 59334.19010420004 17.746978793492797 17.766419871400185 17.746978793492797 1.6095210276785794 1.8125273989320394 0.590218813123716 175.51687989 -4.21234477 0.00033465276540478595 15.570469232785701 16.615482883512975 15.936137020301818 0.9199999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.8125273989320394 0.590218813123716 175.51687989 -4.21234477 0.00033465276540478595 15.570469232785701 16.615482883512975 15.936137020301818 0.9199999999999999 False False 0.3 0.7 1.5 0.02 8 3 4.021435199771076 0.590218813123716 1.8125273989320394 0.6793458632111573 0.3256330433799121 -1.15093698788721 -1.8108417731909796 False 0.055 Inputed -19.217067113192122 -19.197626035284735 """""" """""" """"""
-0.10259728123604968 0.3387332645500719 -21.308248303807233 17.887075647926466 6011.2551818248585 133.1410461883078 42 31 31 54.93650470022112 41 True True 2021bfg 160.8872625 18.687733333333334 SNIa 0.058 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 160.8872625 18.687733333333334 TNS 2021bfg ZTF21aagqdvr 2021bfg SNIa 0.058 0.04027687176268202 0.5329614220457302 0.14960266167437908 0.2678031547196369 0.5329614220457302 0.8403785383312794 -10.756874051889229 -10.756874051889229 65.69337875211035 65.69337875211035 59248.414583299775 59248.414583299775 17.78551325519684 17.78551325519684 17.913047713374244 1.6895193532556887 1.3243121470667543 5.496316491596724 160.88876746586902 18.6871869143164 0.019835761825314102 19.619820238204003 20.350628313223126 19.926844893341062 0.95625 """""" """""" """""" """""" 0 False True all False False 0 1.3243121470667543 5.496316491596724 160.88876746586902 18.6871869143164 0.019835761825314102 19.619820238204003 20.350628313223126 19.926844893341062 0.95625 False False 0.3 0.7 1.5 0.02 8 3 0.0 5.496316491596724 1.3243121470667543 0.4237834198820636 4.1503179622497814 2.5651150580262865 2.0137971799668186 False 0.058 Inputed -19.167835845593427 -19.29537030377083 """""" """""" """"""
-0.014964562676453661 0.19184494034186161 5.037242657071843 18.04729429696443 4923.355397940282 115.61490006750735 42 30 30 73.92171299969777 45 True True 2019evh 200.079 8.1803809999999 SNII 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 200.079 8.1803809999999 TNS 2019evh ZTF19aaugaam 2019evh SNII 0.05 0.034737619042221723 0.6136008717702133 0.16087208053195212 0.2988439082291343 0.6136008717702133 0.9862811705433181 120.31432088895923 120.31432088895923 -46.392607889261456 -46.392607889261456 58617.194513900205 58612.249282400124 17.900030116469736 17.900030116469736 17.943340888719163 3.5602309576485616 2.7660318919740985 2.4629361946015127 200.078426545124 8.18076292622856 0.0010512353601868085 15.761211311799883 16.505086321353915 16.038445315993428 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.7660318919740985 2.4629361946015127 200.078426545124 8.18076292622856 0.0010512353601868085 15.761211311799883 16.505086321353915 16.038445315993428 1.0 False False 0.3 0.7 1.5 0.02 8 3 4.945231500081718 2.4629361946015127 2.7660318919740985 0.46664100536048636 0.8904221971366106 -1.3949437951158217 -1.904895572725735 False 0.05 Inputed -18.811197742456113 -18.85450851470554 """""" """""" """"""
-0.07933872292296572 0.40835327840024055 -10.959469135333713 18.653901764290346 5228.663300634022 233.09151277813405 42 42 42 60.9955787002109 68 True True 2018hzn 152.61599999999 15.364119 SNIIn 0.083 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 152.61599999999 15.364119 TNS 2018hzn ZTF18accnfrz 2018hzn SNIIn 0.083 0.07780075084310667 0.34796158387521814 0.14092048701131787 0.20692251569901998 0.34796158387521814 0.5017273761852614 0.32957587698986934 0.32957587698986934 60.66600282322103 60.66600282322103 58425.48231479991 58425.48186339997 18.419135567989915 18.68250896218845 18.419135567989915 0.727197115003373 1.1391389900376883 0.19297316801605555 152.616031501907 15.3641631661149 0.002990012934072972 19.701772240031957 20.34901952019453 19.8612165742898 0.9700000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.1391389900376883 0.19297316801605555 152.616031501907 15.3641631661149 0.002990012934072972 19.701772240031957 20.34901952019453 19.8612165742898 0.9700000000000001 False False 0.3 0.7 1.5 0.02 8 3 0.00045139994472265244 0.19297316801605555 1.1391389900376883 0.4878029459047326 0.16940265384970368 1.666510558006081 1.4420810062998832 False 0.083 Inputed -19.452157912148422 -19.188784517949887 """""" """""" """"""
-0.13996701456712082 0.30366507310653285 -8.230471343672882 18.75451662608583 4973.565254699742 175.3875174268451 42 21 21 36.94511569989845 65 True True 2021nro 251.1552958333333 40.147419444444445 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 251.1552958333333 40.147419444444445 TNS 2021nro ZTF18aansqov 2021nro SNIa 0.07 0.15153064936239247 0.5406053466863838 0.2405372780767614 0.3348909354891596 0.5406053466863838 0.7707341062618731 10.219721439562347 10.219721439562347 26.725394260336103 26.725394260336103 59372.31905090017 59362.38393520005 18.39801341214972 18.51736497964845 18.39801341214972 0.9777695605393408 2.0118134032451622 0.8229948623054013 251.155185981675 40.1472068144298 0.00045709126325843563 15.686808653618693 16.97438359540701 16.154612008877397 0.97 """""" """""" """""" """""" 0 False True all False False 0 2.0118134032451622 0.8229948623054013 251.155185981675 40.1472068144298 0.00045709126325843563 15.686808653618693 16.97438359540701 16.154612008877397 0.97 False False 0.3 0.7 1.5 0.02 8 3 9.935115700121969 0.8229948623054013 2.0118134032451622 0.8197715865296118 0.40908111109005774 -1.5429813842414397 -2.2434014032723226 False 0.07 Inputed -19.097152539441076 -18.977800971942347 """""" """""" """"""
-0.059160595561197515 0.5019065725071816 -12.643394446857002 17.11377664411228 5524.9337975114795 144.00345964240637 18 18 18 71.84569439990446 63 True False 2018fvu 300.89913333333 66.2295765 SNII 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 300.89913333333 66.2295765 TNS 2018fvu ZTF18absbgqd 2018fvu SNII 0.03 0.05733734390505418 0.5130292032071573 0.159402728615337 0.269091812179564 0.5130292032071573 0.7927877793861917 16.961162927421796 16.961162927421796 54.884531472482664 54.884531472482664 58379.22276620008 58361.27024309989 16.991746084666968 17.040279746043907 16.991746084666968 0.2266558329482933 1.4297868146935273 0.4666125394803371 300.89884751 66.22963589 0.003925754016347649 19.43739929175377 23.64 23.27 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.4297868146935273 0.4666125394803371 300.89884751 66.22963589 0.003925754016347649 19.43739929175377 23.64 23.27 1.0 False False 0.3 0.7 1.5 0.02 8 3 17.952523100189865 0.4666125394803371 1.4297868146935273 0.370000000000001 0.32635112779407943 6.599720253956093 6.278253915333032 False 0.03 Inputed -18.64305136895836 -18.59451770758142 """""" """""" """"""
-0.05391426631753866 0.446474283047089 -10.656079432954655 17.463004898063655 5967.309365324905 102.26005822165703 33 27 27 64.9386804997921 42 True True 2018hxf 65.574844166666 -5.468279694444 SNII 0.0296 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 65.574844166666 -5.468279694444 TNS 2018hxf ZTF18acebssa 2018hxf SNII 0.0296 -0.025837262811513995 0.6148926001840032 0.11104739200809988 0.26268298938877166 0.6148926001840032 1.0412199365895702 10.360034123704162 10.360034123704162 54.57864637608794 54.57864637608794 58434.39034719998 58428.330821800046 17.12783300618512 17.12783300618512 17.240037317194055 4.515127988913493 2.1911187478458447 7.858283885500612 65.57484338554715 -5.46609683794763 0.0016124318470958077 15.282300201557874 16.264476269831658 15.592374514476061 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.1911187478458447 7.858283885500612 65.57484338554715 -5.46609683794763 0.0016124318470958077 15.282300201557874 16.264476269831658 15.592374514476061 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 6.0595253999345005 7.858283885500612 2.1911187478458447 0.6721017553555964 3.586425378919481 -0.8633567363534631 -1.6476628027179938 False 0.0296 Inputed -18.36539712647351 -18.477601437482445 """""" """""" """"""
-0.1629792493775695 0.262966531654365 -5.353567956616518 18.427221039103227 5465.601716333 204.29799459285215 25 19 19 38.90515050012618 126 True True 2020vgd 304.55316666666664 7.507780555555556 SNIa 0.0633 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 304.55316666666664 7.507780555555556 TNS 2020vgd ZTF20acgyvgs 2020vgd SNIa 0.0633 -0.012725073569438194 0.27912050372712116 0.054719674325884426 0.12574951651948751 0.27912050372712116 0.4485483659164018 11.824999233855134 11.824999233855134 27.08015126627105 27.08015126627105 59137.165590300225 59128.18271989981 18.0063358772053 18.0063358772053 18.064284261514118 0.8505249771888939 1.3640691879163291 1.5267621265585263 304.5533128309305 7.507381980554835 0.0038631077776932754 19.216048317813872 18.357437836179734 17.960771556901932 0.99 """""" """""" """""" """""" 1 False True all False False 0 0.7 1.3395481763340937 304.552996468395 7.50744891865769 0.005760109877693487 21.002197038679125 24.785189810829163 24.237228332633972 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.982870400417596 1.5267621265585263 1.3640691879163291 0.3966662792778024 1.119270298078294 0.35110195897443575 -0.10351270461218576 False 0.0633 Inputed -19.209119965548087 -19.267068349856906 """""" """""" """"""
-0.10089738978101535 0.27760317884553376 -7.274649820583098 18.145735576552415 5377.0449464723115 79.99565908080233 22 13 13 41.88460640003905 26 True False 2019poe 13.293640833333 -21.51696363888 SNIa 0.056179 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 13.293640833333 -21.51696363888 TNS 2019poe ZTF19abwscog 2019poe SNIa 0.056179 0.10091766960901083 1.0512220997157158 0.29614153883761674 0.517762389848393 1.0512220997157158 1.7270087559353335 8.488833127661074 8.488833127661074 33.39577327237797 33.39577327237797 58736.45917819999 58733.397338000126 17.895330996488827 17.895330996488827 17.914967226078165 2.5930523447455345 1.8071527980505353 0.7339075184593483 13.29385505 -21.51692069 0.000293762004374698 15.388006021630764 16.458981894791126 15.716057573962212 0.96 """""" """""" """""" """""" 0 False True all False False 0 1.8071527980505353 0.7339075184593483 13.29385505 -21.51692069 0.000293762004374698 15.388006021630764 16.458981894791126 15.716057573962212 0.96 False False 0.3 0.7 1.5 0.02 8 3 3.061840199865401 0.7339075184593483 1.8071527980505353 0.742924320828914 0.4061125983652575 -1.4363491016977008 -2.198909652115953 False 0.056179 Inputed -19.095730482236227 -19.115366711825565 """""" """""" """"""
-0.1055995305766235 0.3116782744827421 -14.169888325944788 19.32971234409066 4413.684301805977 222.18412867635485 26 7 7 9.093310200143605 82 True False 2021udu 284.3998416666666 42.80200833333333 SNIa 0.058 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 284.3998416666666 42.80200833333333 TNS 2021udu ZTF21abppeza 2021udu SNIa 0.058 0.37319899213510865 0.7164292315688989 0.4533771638322506 0.5372204394184763 0.7164292315688989 0.9119393212417748 0.9805439168766554 0.9805439168766554 8.11276628326695 8.11276628326695 59429.370243099984 59425.2594792 19.074659826284474 19.450447175022603 19.074659826284474 3.6570462078921304 2.207161010483687 0.6534359192841187 284.39979316 42.80218632 0.0010193305166625866 16.524166017603875 17.352535538554193 16.881087557816507 0.97 """""" """""" """""" """""" 0 False True all False False 0 2.207161010483687 0.6534359192841187 284.39979316 42.80218632 0.0010193305166625866 16.524166017603875 17.352535538554193 16.881087557816507 0.97 False False 0.3 0.7 1.5 0.02 8 3 4.1107638999819756 0.6534359192841187 2.207161010483687 0.4714479807376861 0.29605267408240504 -2.0979116364684103 -2.1935722684679675 False 0.058 Inputed -18.006223732683196 -17.630436383945067 """""" """""" """"""
-0.009764462415974961 0.195276665247252 2.7813224266341194 18.319654312217367 4579.259546825674 173.51025258813166 119 49 49 70.04269680008292 66 True False 2020xhs 30.742833333333326 45.02028055555555 SNII 0.024377 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 30.742833333333326 45.02028055555555 TNS 2020xhs ZTF20acknpig 2020xhs SNII 0.024377 0.18160462626608265 0.5832495522280325 0.27343896756129027 0.37082200358720385 0.5832495522280325 0.8210579112028924 186.16434574286566 186.16434574286566 -116.12164894278274 -116.12164894278274 59156.36746530002 59140.25815969985 18.16328453957372 18.278480013896555 18.16328453957372 1.449243648553502 6.113645490098657 14.365321178385278 30.74543466 45.02382205 0.0021493736159268195 13.712328914570808 14.517637808942794 13.957327090501785 0.95 """""" """""" """""" """""" 0 False True all False False 0 6.113645490098657 14.365321178385278 30.74543466 45.02382205 0.0021493736159268195 13.712328914570808 14.517637808942794 13.957327090501785 0.95 False False 0.3 0.7 1.5 0.02 8 3 16.109305600170046 14.365321178385278 6.113645490098657 0.5603107184410092 2.3497144546000595 -3.760842204953761 -4.205957449071935 False 0.024377 Inputed -17.017761911297892 -16.902566436975057 """""" """""" """"""
-0.010445054895791495 0.2090859716397958 -10.04559747069291 18.402724600123523 3802.470595979823 164.52054219059147 83 39 39 73.9132639002055 105 True True 2021brb 271.31383333333326 46.88223055555556 SNII 0.02349 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 271.31383333333326 46.88223055555556 TNS 2021brb ZTF21aagtqna 2021brb SNII 0.02349 0.6475146623257473 1.1985916527111975 0.7735101861997684 0.9070981613022191 1.1985916527111975 1.5253086111712832 204.72077877953785 204.72077877953785 -130.80751487933236 -130.80751487933236 59313.44872689992 59248.514953699894 18.285290961477543 18.393543893297192 18.285290961477543 1.6346352153104011 8.852887538443055 13.833783201687686 271.308286380644 46.8816044348958 0.0021126290897562905 13.229346357094048 15.411302732357978 13.555787715992928 0.99 """""" """""" """""" """""" 13 True True all False False 0 3.298058403287218 6.053313391463239 271.31454770155096 46.88062153541665 0.01858440590543109 18.523893023010494 19.34639449758768 18.73558464291692 0.5142857142857143 False False 0.3 0.7 1.5 0.02 8 3 64.93377320002764 13.833783201687686 8.852887538443055 1.8555150163650502 1.5626294970556707 -2.982241160939214 -4.729503245484615 False 0.02349 Inputed -16.814784933114844 -16.706532001295194 """""" """""" """"""
-0.12019626027453048 0.3963176811436889 -2.38231268217916 18.80039675769012 4824.126779871804 152.41468244055332 18 17 17 37.00626160018146 47 True True 2021poa 347.43587499999995 -7.576461111111111 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 347.43587499999995 -7.576461111111111 TNS 2021poa ZTF21abfxjik 2021poa SNIa 0.08 0.15033435466152412 0.6057499061119458 0.2531309320118673 0.36305064304325185 0.6057499061119458 0.8816477379532266 8.340431538370714 8.340431538370714 28.665830061810745 28.665830061810745 59380.457025500014 59377.43451389996 18.26407274008836 18.859100010901404 18.26407274008836 1.405179748905681 2.3536341801270124 6.614321091612772 347.437601813246 -7.575793531622205 0.00547985736078338 17.165472878323794 18.15882574958086 17.567933473992348 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.3536341801270124 6.614321091612772 347.437601813246 -7.575793531622205 0.00547985736078338 17.165472878323794 18.15882574958086 17.567933473992348 1.0 False False 0.3 0.7 1.5 0.02 8 3 3.022511600051075 6.614321091612772 2.3536341801270124 0.5908922755885122 2.8102587681046654 -0.7002742613205442 -0.6961392660960115 False 0.08 Inputed -19.52586128198302 -18.930834011169974 """""" """""" """"""
-0.0765376984929476 0.31742871888794866 -19.599086020867375 18.965738386329797 3966.4837523943424 287.27675607443024 31 21 21 69.93724540015683 34 True True 2019bdk 161.00415458333 16.578658194444 SNIa 0.0839 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 161.00415458333 16.578658194444 TNS 2019bdk ZTF19aakyxsq 2019bdk SNIa 0.0839 0.5781417103315576 0.8680771227867403 0.6470006058935134 0.7182316263492616 0.8680771227867403 1.028236067029809 15.322753202293494 15.322753202293494 54.61449219786333 54.61449219786333 58558.20744210016 58538.27824069979 18.611696523355924 19.292240605338193 18.611696523355924 1.252244139426624 2.1482399705110997 2.4140484194271568 161.00471729093402 16.5782596956889 0.0012979565895966383 16.581034669449927 17.418605110871795 16.89953353479028 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.1482399705110997 2.4140484194271568 161.00471729093402 16.5782596956889 0.0012979565895966383 16.581034669449927 17.418605110871795 16.89953353479028 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 19.92920140037313 2.4140484194271568 2.1482399705110997 0.5190715760815152 1.1237331269154336 -1.8736354944663987 -1.7121629885656446 False 0.0839 Inputed -19.283439876171762 -18.602895794189493 """""" """""" """"""
-0.19822471968853436 0.2665280302069736 -7.666690558233342 16.768296458276858 5581.22467183044 264.8786620494669 80 54 54 74.9211690002121 41 True True 2021bsf 181.5168333333333 20.537030555555557 SNIa 0.0237 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 181.5168333333333 20.537030555555557 TNS 2021bsf ZTF21aagsihi 2021bsf SNIa 0.0237 -0.03690819847397009 0.17869277077324597 0.013802968215131273 0.06659861392559918 0.17869277077324597 0.29988773393130685 8.947533888026662 8.947533888026662 65.97363511218543 65.97363511218543 59258.365046299994 59248.42141199997 16.190176259853065 16.190176259853065 16.35303684161002 10.385597641054765 2.168457905834577 0.4014230701351792 181.51677010054198 20.53693607079195 0.0010017387511251918 16.56510603102684 17.550588570338487 16.904023782776594 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.168457905834577 0.4014230701351792 181.51677010054198 20.53693607079195 0.0010017387511251918 16.56510603102684 17.550588570338487 16.904023782776594 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 9.943634300027043 0.4014230701351792 2.168457905834577 0.6465647875618927 0.18511914344986236 1.3604123104854224 0.550986941166574 False 0.0237 Inputed -18.766480466768073 -18.92934104852503 """""" """""" """"""
-0.1421487069434835 0.30505512243490274 -6.933148731100187 18.702569736273475 5932.338094992221 212.62570715348159 23 8 8 18.02275470038876 72 True True 2020chd 9.417395833333332 37.62601388888889 SNIa 0.11 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 9.417395833333332 37.62601388888889 TNS 2020chd ZTF20aamovgw 2020chd SNIa 0.11 -0.11008680210131416 0.1477807242984781 -0.05041047598666282 0.01238084813962459 0.1477807242984781 0.2970885855919754 14.450232775768995 14.450232775768995 3.572521924619763 3.572521924619763 58900.143344900105 58887.112222199794 18.081376651512127 18.081376651512127 18.54468095134075 3.716230412935432 2.088502565707583 3.940495695919201 9.418564577897897 37.62659807182905 0.0018435963988597814 16.64079711129427 17.789262788853648 17.052835716786383 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.088502565707583 3.940495695919201 9.418564577897897 37.62659807182905 0.0018435963988597814 16.64079711129427 17.789262788853648 17.052835716786383 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 13.031122700311244 3.940495695919201 2.088502565707583 0.736427072067265 1.886756454418893 -0.2921138626584785 -1.4918452345543685 False 0.11 Inputed -19.950478831088937 -20.41378313091756 """""" """""" """"""
-0.1549627364612582 0.2412315778769866 -28.862939756909952 17.471099430765552 5873.698442287033 237.72856550928748 62 32 32 65.91559030022472 208 True False 2020tja 288.8224458333333 29.77468611111111 SNII 0.046 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 288.8224458333333 29.77468611111111 TNS 2020tja ZTF20abzgegm 2020tja SNII 0.046 0.018798446188846185 0.27199487010088674 0.07798688096140438 0.13985655250856155 0.27199487010088674 0.4159507762203951 -19.685604544334215 -19.685604544334215 85.60119484455893 85.60119484455893 59107.17363430001 59107.17268519988 17.486447830832088 17.486447830832088 17.637439095577356 3.224255213279629 0.9758040449326885 0.11923640208822597 288.82245417 29.77465379 0.003917576966631309 20.469836511993407 20.61683323612213 20.77345350151062 0.25 """""" """""" """""" """""" 0 False True all False False 0 0.9758040449326885 0.11923640208822597 288.82245417 29.77465379 0.003917576966631309 20.469836511993407 20.61683323612213 20.77345350151062 0.25 False False 0.3 0.7 1.5 0.02 8 3 0.0009491001255810261 0.11923640208822597 0.9758040449326885 -0.15662026538849005 0.12219297789081308 3.130385405290042 3.1360144059332633 False 0.046 Inputed -18.93398064749178 -19.084971912237048 """""" """""" """"""
-0.2020051701915539 0.19078072362149567 -6.770748191193432 18.32463022120612 6186.823970796124 127.30914416547837 21 17 17 41.95952539984137 33 True False 2020aqd 178.30762499999997 -7.70895 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 178.30762499999997 -7.70895 TNS 2020aqd ZTF20aaidnyk 2020aqd SNIa 0.07 -0.13627361701808027 0.31480211634156063 -0.03720472887655646 0.07062382208191309 0.31480211634156063 0.6010484153787559 8.451699464024207 8.451699464024207 33.50782593581716 33.50782593581716 58880.43836810021 58873.41685190005 17.611902827012223 17.611902827012223 17.860542164536145 3.4839874228953973 1.6532928958668671 7.551586116094686 178.30738743 -7.70686559 0.008098882105058935 17.64095853358507 18.18135015308857 17.853792826735972 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.6532928958668671 7.551586116094686 178.30738743 -7.70686559 0.008098882105058935 17.64095853358507 18.18135015308857 17.853792826735972 1.0 False False 0.3 0.7 1.5 0.02 8 3 7.02151620015502 7.551586116094686 1.6532928958668671 0.32755732635259704 4.567603317581051 0.5694473260763466 -0.006749337800172839 False 0.07 Inputed -19.63462378705465 -19.883263124578573 """""" """""" """"""
-0.1429153454129114 0.4877016376582036 -2.6809233033040503 18.210955337228516 5846.961053352492 176.34712015333764 44 21 21 29.935138899832964 65 True True 2020cdp 167.45284999999998 0.8043388888888889 SNIa 0.06297 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 167.45284999999998 0.8043388888888889 TNS 2020cdp ZTF20aammbrw 2020cdp SNIa 0.06297 -0.11367750963214363 0.20290214816494512 -0.041570467586698356 0.03508951126366 0.20290214816494512 0.39149998693238786 12.284049610020979 12.284049610020979 17.651089289811985 17.651089289811985 58895.380891200155 58885.44023150019 17.921883872453304 17.921883872453304 18.043116900880037 0.4942509669259671 2.423712181545495 0.22278276350358184 167.45284318567252 0.8044003967424185 0.002327547381227979 17.391047736587524 17.951981956300735 17.638132266228197 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.423712181545495 0.22278276350358184 167.45284318567252 0.8044003967424185 0.002327547381227979 17.391047736587524 17.951981956300735 17.638132266228197 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 9.940659699961543 0.22278276350358184 2.423712181545495 0.31384969007253716 0.09191799471896164 0.030098083847430956 -0.4049846346518393 False 0.06297 Inputed -19.218773758367423 -19.340006786794156 """""" """""" """"""
-0.2060805800198075 0.1635336690329283 -7.342756758122964 18.718205832649314 5007.827044730226 143.46609441860753 19 16 16 60.95697910012677 78 True False 2019gwn 314.43243541666 -7.716772388888 SNIa 0.083 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 314.43243541666 -7.716772388888 TNS 2019gwn ZTF19aaxhysx 2019gwn SNIa 0.083 0.14757840710411685 0.6346386796976979 0.25681407987310223 0.3741033982264028 0.6346386796976979 0.9330795942766166 13.421288693523088 13.421288693523088 47.535690406603685 47.535690406603685 58647.3760879999 58635.398587999865 18.2583707712492 18.2583707712492 18.33841854077784 1.038075920640627 0.738369275994152 0.3265539161678398 314.43251196 -7.71672264 0.005179038311981965 21.5139845764637 22.47310586924553 21.51912994198799 0.5 """""" """""" """""" """""" 0 False True all False False 0 0.738369275994152 0.3265539161678398 314.43251196 -7.71672264 0.005179038311981965 21.5139845764637 22.47310586924553 21.51912994198799 0.5 False False 0.3 0.7 1.5 0.02 8 3 11.977500000037253 0.3265539161678398 0.738369275994152 0.9539759272575381 0.4422636840193038 4.2147350979963285 3.18071140121015 False 0.083 Inputed -19.532874939360497 -19.612922708889137 """""" """""" """"""
-0.16396303900190864 0.2064919170577187 -9.579745092560616 18.345439468697798 5933.824661476874 104.86393936169337 34 30 30 68.95891199959442 38 True True 2020abqo 194.25811666666664 9.519561111111113 SNIa 0.065 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 194.25811666666664 9.519561111111113 TNS 2020abqo ZTF20acuowxj 2020abqo SNIa 0.065 -0.03539480580636578 0.5816219311584767 0.09689759117659946 0.2431132647326173 0.5816219311584767 0.9896736493062548 15.054610832799225 15.054610832799225 53.90430116679519 53.90430116679519 59199.54097220022 59184.52765050018 17.76619412445829 17.76619412445829 17.937059433952665 2.7827465386108083 0.7502432352564022 0.10499623970792964 194.25810447360948 9.51958768232333 0.0070088116324006355 21.92777291522324 22.46102397703767 22.098996040160657 0.2333333333333333 """""" """""" """""" """""" 0 False True all False False 0 0.7502432352564022 0.10499623970792964 194.25810447360948 9.51958768232333 0.0070088116324006355 21.92777291522324 22.46102397703767 22.098996040160657 0.2333333333333333 False False 0.3 0.7 1.5 0.02 8 3 15.013321700040251 0.10499623970792964 0.7502432352564022 0.36202793687701273 0.13994959870853915 4.694829852579378 4.161936606207991 False 0.065 Inputed -19.394733075008737 -19.56559838450311 """""" """""" """"""
-0.13969365824790417 0.315677230218865 -6.179380459201129 19.14816339705137 4771.929416582901 168.64923394954647 37 20 20 32.90201380010694 79 True True 2021kwp 251.48402916666663 2.459088888888889 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 251.48402916666663 2.459088888888889 TNS 2021kwp ZTF21aayggyo 2021kwp SNIa 0.09 0.1994297758660437 0.6188562671362092 0.2951077385569363 0.3967181847607151 0.6188562671362092 0.8682450025901112 13.062989893361863 13.062989893361863 19.83902390674508 19.83902390674508 59345.44238429982 59334.45403939998 18.77977110222001 19.07083327870849 18.77977110222001 0.43417191366807095 1.770904048362161 0.45333681321441427 251.48412825725347 2.4591667137846347 0.0009492339136732975 17.017126624448302 18.14297363400936 17.37242458431959 0.64 """""" """""" """""" """""" 0 False True all False False 0 1.770904048362161 0.45333681321441427 251.48412825725347 2.4591667137846347 0.0009492339136732975 17.017126624448302 18.14297363400936 17.37242458431959 0.64 False False 0.3 0.7 1.5 0.02 8 3 10.988344899844378 0.45333681321441427 1.770904048362161 0.7705490496897696 0.255991742541719 -0.927859644699133 -1.4073465179004216 False 0.09 Inputed -19.270613542959225 -18.979551366470744 """""" """""" """"""
-0.1720904761983921 0.27774418800811396 -6.3926979223296625 17.86535864550975 5490.834467227466 192.69238289464784 30 24 24 71.89982639998198 121 True False 2020fxm 284.95799999999997 33.6479 SNIa 0.075 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 284.95799999999997 33.6479 TNS 2020fxm ZTF20aauooag 2020fxm SNIa 0.075 -0.009546864848530845 0.3026007219528992 0.06225365271588146 0.13810077683030286 0.3026007219528992 0.4853479069507429 11.029747194463184 11.029747194463184 60.87007920551879 60.87007920551879 58953.42806709977 58943.44969910011 17.340402122177046 17.340402122177046 17.533031939429442 4.467200444618051 1.7012666825392262 0.3774252569497258 284.95809065 33.64782722 0.0007825599508771708 16.873792396402358 17.857834319400787 17.214995589566232 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.7012666825392262 0.3774252569497258 284.95809065 33.64782722 0.0007825599508771708 16.873792396402358 17.857834319400787 17.214995589566232 0.99 False False 0.3 0.7 1.5 0.02 8 3 9.978367999661714 0.3774252569497258 1.7012666825392262 0.6428387298345548 0.22184955528923872 0.5174321972237408 -0.3180363498632097 False 0.075 Inputed -20.114369483924023 -20.30699930117642 """""" """""" """"""
-0.07569614175943999 0.3006950221612179 -26.414015392131557 18.661362411286284 5108.457542180214 261.3331508313368 14 10 10 60.97135420003906 41 True False 2019bhh 221.87125874999 -4.934989722222 SNIb 0.0439 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 221.87125874999 -4.934989722222 TNS 2019bhh ZTF19aalahqa 2019bhh SNIb 0.0439 0.19362958723406365 0.4518559136567646 0.25447740766786353 0.31774932627587305 0.4518559136567646 0.5965550999013303 -7.415265173847072 -7.415265173847072 68.38661937388613 68.38661937388613 58543.45942129986 58540.33543979982 18.402946349878228 18.61271500046795 18.402946349878228 2.5336845480787256 3.6027345199649696 1.5168706409805965 221.87107215 -4.9346116 0.002789647499134018 16.532056362009047 16.987701634383203 16.73717895479202 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.6027345199649696 1.5168706409805965 221.87107215 -4.9346116 0.002789647499134018 16.532056362009047 16.987701634383203 16.73717895479202 1.0 False False 0.3 0.7 1.5 0.02 8 3 3.123981500044465 1.5168706409805965 3.6027345199649696 0.2505226795911817 0.421033143734206 -1.6250133660847474 -1.6657673950862062 False 0.0439 Inputed -18.06591814924491 -17.85614949865519 """""" """""" """"""
-0.12731595624304934 0.3285386220402141 -2.725762789561594 18.44815990224535 5337.455487247339 97.11053976242266 37 22 22 46.888379600364715 44 True False 2021pbf 222.86504166666663 -11.900588888888889 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 222.86504166666663 -11.900588888888889 TNS 2021pbf ZTF21abeeewf 2021pbf SNIa 0.07 0.022094874771482864 0.7292021651938683 0.17214130979952458 0.33906339221166704 0.7292021651938683 1.2052813817914014 17.954560261971537 17.954560261971537 28.933819338393178 28.933819338393178 59380.23173609981 59368.29423609981 17.881651763641752 17.881651763641752 18.29476004243695 2.3094558646650634 2.1555977573107152 6.294156760540634 222.86584835 -11.90214894 0.014818913757921659 18.644515339612962 19.152412953805925 18.731608881282806 0.9625 """""" """""" """""" """""" 1 False True all False False 0 0.7 5.603486574078883 222.86600121 -11.90183034 0.3912915149494639 23.988519780158995 24.276621089839935 25.232414841747286 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.9375 6.294156760540634 2.1555977573107152 0.4208040725231186 2.9199124647416177 1.2707611901641727 0.436848838845858 False 0.07 Inputed -19.200405909153847 -19.613514187949043 """""" """""" """"""
-0.029686843350705407 0.3549728130793477 -22.75267299839667 18.875794795180305 5263.240942315973 246.81318973874033 43 24 24 71.93105319980532 85 True True 2020aeuv 203.92820833333332 13.332155555555556 SNIIn 0.042843 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 203.92820833333332 13.332155555555556 TNS 2020aeuv ZTF20aczgmai 2020aeuv SNIIn 0.042843 0.1344281882570968 0.3985296277753392 0.19640528043830585 0.2610253234281572 0.3985296277753392 0.547640624551839 56.04970773660196 56.04970773660196 15.88134546320336 15.88134546320336 59248.42240739986 59204.5080093001 18.602870277217555 18.801464489404218 18.602870277217555 0.44808107906938177 4.979684611426147 6.935277684886687 203.92667377485702 13.330938341806501 0.000978817288567746 13.837361440539361 14.90109470631361 14.187493911086321 0.99 """""" """""" """""" """""" 2 False True all False False 0 0.7 1.6615176006429193 203.92790450156 13.3318011444086 0.08603401526301235 24.31405315541029 22.54320434129238 24.367460985040665 0.0 False False 0.3 0.7 1.5 0.02 8 3 43.914398099761456 6.935277684886687 4.979684611426147 0.7136007952272898 1.3927142431818533 -3.900369783090607 -4.415376366131234 False 0.042843 Inputed -17.812520865504407 -17.613926653317744 """""" """""" """"""
-0.13279806408225742 0.3123669823655879 -5.867568710653633 18.737798811646606 5845.205750821101 87.31201336758168 47 30 30 38.083009200170636 39 True True 2021nir 178.50106666666665 56.99121944444445 SNIa 0.078 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 178.50106666666665 56.99121944444445 TNS 2021nir ZTF21abcfgub 2021nir SNIa 0.078 -0.0473340022536739 0.7177002627547431 0.11165577252077696 0.2908889579883045 0.7177002627547431 1.250427669972769 16.94911818214229 16.94911818214229 21.133891018028347 21.133891018028347 59367.257060199976 59353.202372699976 18.325728351497514 18.325728351497514 18.481217160072546 0.8315646858926374 0.46132289481705907 1.7093349401850855 178.5002477604585 56.991056867142404 0.0022430691082746534 19.75215602894962 20.12145223317623 19.873793616183995 0.14500000000000002 """""" """""" """""" """""" 0 False True all False False 0 0.46132289481705907 1.7093349401850855 178.5002477604585 56.991056867142404 0.0022430691082746534 19.75215602894962 20.12145223317623 19.873793616183995 0.14500000000000002 False False 0.3 0.7 1.5 0.02 8 3 14.0546875 1.7093349401850855 0.46132289481705907 0.24765861699223635 3.7052896342006494 1.7957238816787182 1.392576456111449 False 0.078 Inputed -19.252787974238625 -19.408276782813658 """""" """""" """"""
-0.1516629754559413 0.23307848670673953 -3.0785459303688816 18.133571997444243 4643.792546271522 130.70322133674543 8 8 8 60.96805559983477 80 True True 2019enn 313.63599999999 -5.756963722222 SNIa 0.064528 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 313.63599999999 -5.756963722222 TNS 2019enn ZTF19aasszud 2019enn SNIa 0.064528 0.22170990259588663 0.790366073936589 0.34806952295564386 0.4845477748655078 0.790366073936589 1.144668373649047 6.524193465595753 6.524193465595753 54.44386213423902 54.44386213423902 58601.50167819997 58601.50167819997 18.042432416097704 18.068246104909008 18.042432416097704 19.53473963731579 1.6724886173073075 6.900793869837096 313.63660019 -5.75878522 0.0016701555913342103 15.74924150108099 16.496889564657213 16.09512937989235 0.54 """""" """""" """""" """""" 0 False True all False False 0 1.6724886173073075 6.900793869837096 313.63660019 -5.75878522 0.0016701555913342103 15.74924150108099 16.496889564657213 16.09512937989235 0.54 False False 0.3 0.7 1.5 0.02 8 3 0.0 6.900793869837096 1.6724886173073075 0.4017601847648642 4.126063279848993 -1.571356540251795 -1.947303036205355 False 0.064528 Inputed -19.273301455421905 -19.2474877666106 """""" """""" """"""
-0.19050842031889254 0.2768600574449094 -8.439623861994836 18.706435437253315 5695.5258817249 149.81400293340664 37 29 29 51.0603935001418 93 True False 2019gvj 297.67826999999 53.479522 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 297.67826999999 53.479522 TNS 2019gvj ZTF19aavivbl 2019gvj SNIa 0.09 -0.027504846287826012 0.3812031450200557 0.06426146199219929 0.16272996824144315 0.3812031450200557 0.6309604612966844 9.351997910999582 9.351997910999582 41.708395589142214 41.708395589142214 58638.45645829989 58627.40597219998 18.224893682906618 18.224893682906618 18.37190489272287 1.0906807876503968 5.999865718365001 19.726239641201822 297.6806966 53.48480782 0.007192547515078029 14.773350372648238 16.060475524806975 15.235049185180664 0.95 """""" """""" """""" """""" 15 False True all False False 0 1.8982900153102915 2.817368397952038 297.67784311 53.47878178 0.0027413440765919894 17.675245282554627 18.655099769687652 18.089464128684998 0.01 False False 0.3 0.7 1.5 0.02 8 3 11.050486099906266 19.726239641201822 5.999865718365001 0.8254263396263113 3.2877801882835036 -2.164418158099643 -3.1368557075422068 False 0.09 Inputed -19.678479752456365 -19.825490962272617 """""" """""" """"""
-0.19636984543855832 0.18809861675595738 -9.221019434851883 17.19410297624986 6471.533836633551 116.7961704584921 77 49 49 67.83531250013039 46 True False 2020zjn 77.03655833333333 10.383788888888889 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 77.03655833333333 10.383788888888889 TNS 2020zjn ZTF20acpujxl 2020zjn SNIa 0.04 -0.15924804367976364 0.3301117820796229 -0.05309407360858387 0.0633681195567739 0.3301117820796229 0.6471990832416132 12.311282385940798 12.311282385940798 55.524030114189586 55.524030114189586 59178.40216440009 59165.37824069988 16.409400248432195 16.409400248432195 16.725795534746172 3.6167454467852234 3.6131665944228635 6.377154550342455 77.03477326 10.38402342 0.004217380252603764 16.36842530155182 16.674802335071565 16.545994275569917 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.6131665944228635 6.377154550342455 77.03477326 10.38402342 0.004217380252603764 16.36842530155182 16.674802335071565 16.545994275569917 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.023923700209707 6.377154550342455 3.6131665944228635 0.12880805950164742 1.764976616407882 0.2654020866393694 -0.179801259176255 False 0.04 Inputed -19.539009352735246 -19.855404639049222 """""" """""" """"""
-0.11318298485191616 0.3123073356549973 -4.599063059914584 19.290172796920462 4608.204373419787 217.12047281768724 15 6 6 8.980416600126773 26 True False 2020xqq 64.43127083333333 -26.38511388888889 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 64.43127083333333 -26.38511388888889 TNS 2020xqq ZTF20aclczbr 2020xqq SNIa 0.1 0.2301834259755431 0.5534619238428498 0.3054781250272107 0.3843689833473043 0.5534619238428498 0.7385649673592241 14.641667513092187 14.641667513092187 -5.661250912965413 -5.661250912965413 59145.376377299894 59136.41782409977 19.138251258677943 19.249608339021325 19.138251258677943 3.185707504355222 1.0436417409709213 11.205047003940946 64.42905996 -26.38271284 0.010399277615795288 17.118814945268632 18.36835259475708 17.59834325592518 0.97 """""" """""" """""" """""" 0 False True all False False 0 1.0436417409709213 11.205047003940946 64.42905996 -26.38271284 0.010399277615795288 17.118814945268632 18.36835259475708 17.59834325592518 0.97 False False 0.3 0.7 1.5 0.02 8 3 8.958553200121969 11.205047003940946 1.0436417409709213 0.7700093388319011 10.736487976723373 -0.8812557442642444 -1.5399080027527638 False 0.1 Inputed -19.145490839792984 -19.034133759449603 """""" """""" """"""
-0.09557723075331201 0.3445779103837522 -18.269607778840257 18.36415940692282 6427.131279689172 109.17562793931744 47 43 43 56.07684030011296 29 True True 2020tgf 90.64611666666666 83.04690833333333 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 90.64611666666666 83.04690833333333 TNS 2020tgf ZTF20acberbd 2020tgf SNIa 0.07 -0.040486558941683626 0.5450719846887715 0.08580217479877916 0.22486033343945877 0.5450719846887715 0.9284871244724329 -7.122234594452529 -7.122234594452529 63.19907489456549 63.19907489456549 59111.38607640006 59111.38607640006 18.114624509335314 18.114624509335314 18.248810926463367 2.309826162007322 1.8138936735142108 1.379730564515431 90.6432465334204 83.0470701021644 0.0029905757354550255 18.30918217689991 18.96455666441679 18.573775096421244 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.8138936735142108 1.379730564515431 90.6432465334204 83.0470701021644 0.0029905757354550255 18.30918217689991 18.96455666441679 18.573775096421244 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 0.0 1.379730564515431 1.8138936735142108 0.3907815679955462 0.7606457780087855 0.8499321550814756 0.3249641699578767 False 0.07 Inputed -19.24635502512743 -19.38054144225548 """""" """""" """"""
-0.18655302194046444 0.2763312481922973 -6.934045168218989 19.010100404540346 5652.423853824143 87.5329926493449 44 22 22 41.965231500100344 38 True True 2021kux 212.16487499999997 55.576661111111115 SNIa 0.073698 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 212.16487499999997 55.576661111111115 TNS 2021kux ZTF21aaxubqf 2021kux SNIa 0.073698 0.01358758651843317 0.8120692292918719 0.17996849713463803 0.3672033572257618 0.8120692292918719 1.3661108871413177 10.049446213569434 10.049446213569434 31.915785286530912 31.915785286530912 59345.37248839997 59335.28331020009 18.5662672109799 18.5662672109799 18.723390746330402 1.514370961037514 1.0855577160296102 4.842580360367511 212.1649769974145 55.578005036029296 0.0015499935761201789 16.619839618583917 17.816317152824997 16.970674327679873 0.985 """""" """""" """""" """""" 0 False True all False False 0 1.0855577160296102 4.842580360367511 212.1649769974145 55.578005036029296 0.0015499935761201789 16.619839618583917 17.816317152824997 16.970674327679873 0.985 False False 0.3 0.7 1.5 0.02 8 3 10.089178199879825 4.842580360367511 1.0855577160296102 0.8456428251451236 4.460914688238854 -0.7499500581549015 -1.7527164186505289 False 0.073698 Inputed -18.885355808071886 -19.04247934342239 """""" """""" """"""
-0.013957757383614407 0.3558316592630103 -17.204180021341834 19.28026802261133 3815.1783405143738 299.2527069893668 22 22 22 39.896631999872625 49 True False 2020tfb 92.21724583333334 -26.41277222222222 SNIIP 0.048 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 92.21724583333334 -26.41277222222222 TNS 2020tfb ZTF20acjqksf 2020tfb SNIIP 0.048 0.6336639886780127 0.9188803412963722 0.7015583373019432 0.7716854477925423 0.9188803412963722 1.0757539776201774 60.865268954626494 60.865268954626494 -20.96863695475387 -20.96863695475387 59141.49865739979 59137.45954860002 19.10549581598892 19.846800152975483 19.10549581598892 0.2544283047510862 3.596554895804105 2.4020274948676597 92.21758368 -26.4133669 0.004980479963909823 17.218748699378967 17.662729812788964 17.49025901516676 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.596554895804105 2.4020274948676597 92.21758368 -26.4133669 0.004980479963909823 17.218748699378967 17.662729812788964 17.49025901516676 1.0 False False 0.3 0.7 1.5 0.02 8 3 4.039108799770474 2.4020274948676597 3.596554895804105 0.17247079762220352 0.6678689925378222 -2.184070340186519 -1.61523680082216 False 0.048 Inputed -17.559372529029986 -16.818068192043423 """""" """""" """"""
-0.21173100509131082 0.18401365677433013 -7.312662858780893 18.81602587884508 5479.0254579006805 131.70884025785685 60 41 41 50.889189899899065 45 True True 2020seo 21.14523333333333 -0.4225555555555556 SNIa 0.0757538 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 21.14523333333333 -0.4225555555555556 TNS 2020seo ZTF20abxezim 2020seo SNIa 0.0757538 0.023854200356073108 0.5167854563439462 0.13305154424493537 0.2512414615547627 0.5167854563439462 0.8252269154696812 10.704999337515154 10.704999337515154 40.18419056238391 40.18419056238391 59099.397986100055 59089.375115700066 18.276413598649654 18.276413598649654 18.362789899401164 1.24874756621031 1.8911981874647936 0.11530357373129911 21.145253296528452 -0.422580602205154 0.0009900171422972948 16.91969716085672 17.887221699215175 17.292554497394562 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.8911981874647936 0.11530357373129911 21.145253296528452 -0.422580602205154 0.0009900171422972948 16.91969716085672 17.887221699215175 17.292554497394562 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 10.022870399989188 0.11530357373129911 1.8911981874647936 0.594667201820613 0.060968530160166304 -0.3891918994344792 -1.0702354020066025 False 0.0757538 Inputed -19.306689421992253 -19.393065722743764 """""" """""" """"""
-0.1606055073057931 0.18470825957421919 -10.177387213339596 19.0467844692223 5555.863651902095 68.74850219256462 30 20 20 44.938217599876225 39 True False 2021tk 164.86637499999998 -11.9405 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 164.86637499999998 -11.9405 TNS 2021tk ZTF21aackkcp 2021tk SNIa 0.08 0.13704446910589496 1.3191465595621956 0.37246091969663553 0.6448814187684633 1.3191465595621956 2.2038008710351136 13.403508399166723 13.403508399166723 31.5347092007095 31.5347092007095 59232.48356480012 59219.41898149997 18.63976641516791 18.645607138598294 18.63976641516791 1.0205715111178677 1.0166274385084144 2.7147287779807256 164.86666598 -11.94119829 0.008366912846634267 20.02158776308298 20.769017461705207 20.465222033154966 0.9400000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.0166274385084144 2.7147287779807256 164.86666598 -11.94119829 0.008366912846634267 20.02158776308298 20.769017461705207 20.465222033154966 0.9400000000000001 False False 0.3 0.7 1.5 0.02 8 3 13.064583300147206 2.7147287779807256 1.0166274385084144 0.30379542855024155 2.6703280623270884 2.1234103231069135 1.825455617987057 False 0.08 Inputed -19.15016760690347 -19.144326883473084 """""" """""" """"""
-0.04323930895503284 0.37675549608831815 -30.949305011007453 19.88773742428968 5757.822220792592 147.72776292234215 39 28 28 63.91013890039176 42 True True 2019gqi 215.30006 28.90163429 SLSN-I 0.3642 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 215.30006 28.90163429 TNS 2019gqi ZTF19aasdvfr 2019gqi SLSN-I 0.3642 0.17621646399088675 0.6561911982826274 0.2842531839629814 0.39998347408529256 0.6561911982826274 0.9484498843264397 37.5411794237642 37.5411794237642 26.36895947662756 26.36895947662756 58648.2111343001 58602.29637729982 19.593105987640985 19.676371736620688 19.593105987640985 0.2802937833972233 0.7863092761078254 0.8843065817182987 215.300297378528 28.9015033206225 0.007572693364035765 21.55124775630772 22.279814171637895 21.727054425650238 0.11875000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.7863092761078254 0.8843065817182987 215.300297378528 28.9015033206225 0.007572693364035765 21.55124775630772 22.279814171637895 21.727054425650238 0.11875000000000001 False False 0.3 0.7 1.5 0.02 8 3 45.91475700028241 0.8843065817182987 0.7863092761078254 0.5527597459876574 1.1246294665319896 2.6034424350172074 2.133948438009252 False 0.3642 Inputed -21.582237041877363 -21.49897129289766 """""" """""" """"""
-0.1308454240266529 0.26697324783749804 -22.427576807249928 16.20002485569249 4721.508610500881 553.063537338566 45 20 20 73.9702662001364 120 True False 2020ayh 290.284 43.32866944444445 SNIa 0.017 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 290.284 43.32866944444445 TNS 2020ayh ZTF20aanadlu 2020ayh SNIa 0.017 0.2223465731286396 0.341587152034883 0.25133855573321995 0.28087094563505133 0.341587152034883 0.4045567403433239 -12.334699423185278 -12.334699423185278 86.30496562332166 86.30496562332166 58888.51653939998 58888.51653939998 16.02761153131712 16.233928145866994 16.02761153131712 13.903168596469872 11.131429658883594 10.9944238094673 290.2867097 43.32633674 0.004549192644082489 13.977460875678062 14.475666046237945 14.362109109401702 1.0 """""" """""" """""" """""" 6 False True all False False 0 0.7 6.327044631053525 290.28440596 43.32693692 0.12451571041781895 21.95211655623913 14.80031838555336 21.71968146266937 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 10.9944238094673 11.131429658883594 0.11355693683624324 0.9876919808492924 -1.7582620996290483 -1.6655024219154182 False 0.017 Inputed -18.366717693627567 -18.160401079077694 """""" """""" """"""
-0.12575682613755657 0.34240436652839773 -6.1906396530686 19.161345788751387 5547.493626021866 174.904218019542 27 15 15 39.976527800317854 39 True True 2021vt 201.78239999999997 11.352391666666666 SNIa 0.087 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 201.78239999999997 11.352391666666666 TNS 2021vt ZTF21aacudxe 2021vt SNIa 0.087 -0.020328469188445553 0.3245697666985059 0.05832154288117053 0.14187269952405757 0.3245697666985059 0.5296401328645857 10.304224081502579 10.304224081502579 29.672303718815275 29.672303718815275 59231.45634259982 59223.483981499914 18.796828865418107 18.796828865418107 18.931834521095766 0.8199523227053809 1.6969759418741839 1.2125540277891107 201.782675321871 11.3525931191941 0.001571002846207592 17.65610847884357 18.549719744598868 18.014425729004145 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.6969759418741839 1.2125540277891107 201.782675321871 11.3525931191941 0.001571002846207592 17.65610847884357 18.549719744598868 18.014425729004145 1.0 False False 0.3 0.7 1.5 0.02 8 3 7.972361099906266 1.2125540277891107 1.6969759418741839 0.5352940155947223 0.7145381368518017 -0.24710912081923908 -0.9174087920916207 False 0.087 Inputed -19.04353993220496 -19.17854558788262 """""" """""" """"""
-0.131084799316241 0.39613846343079867 -9.434876502757689 18.575183616769834 5352.932142915013 161.13872428932757 27 21 21 43.999004600103945 44 True True 2019yyf 40.744749999999 -0.949869 SNII 0.043 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 40.744749999999 -0.949869 TNS 2019yyf ZTF20aabconi 2019yyf SNII 0.043 0.06071191738604753 0.4626303868648165 0.15179545040709996 0.2489439285102364 0.4626303868648165 0.7043211269686189 9.699303669486934 9.699303669486934 34.299700930617014 34.299700930617014 58862.1982522998 58850.1281365999 18.3417260901048 18.357196513830154 18.3417260901048 0.8551802688217423 1.581697152007775 10.838860624602113 40.74343646420165 -0.952578240383485 0.007600799842140682 16.729168524713515 17.626530398037435 17.046189032504557 1.0 """""" """""" """""" """""" 2 False True all False False 0 0.7308444134068219 10.723096956874114 40.74377763 -0.9470535 0.5063151270475826 22.798972659766672 23.64 24.096127770137787 0.2 False False 0.3 0.7 1.5 0.02 8 3 12.070115699898452 10.838860624602113 1.581697152007775 0.5803413655328775 6.8526775880221305 -0.7306661157927188 -1.2955370576002423 False 0.043 Inputed -18.081689764431406 -18.066219340706052 """""" """""" """"""
-0.17880694050657267 0.37070794685250796 -12.566798233372728 17.742541867024833 5195.063003754127 223.94891648284894 7 6 6 17.00577550008893 61 True True 2019blp 248.60606208333 11.613821666666 SNIa 0.0501 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 248.60606208333 11.613821666666 TNS 2019blp ZTF19aambzqh 2019blp SNIa 0.0501 0.10034254017792676 0.3871045468127008 0.16717594509396605 0.2371734718300047 0.3871045468127008 0.5510641978664061 -7.017009568450706 -7.017009568450706 24.022785068539637 24.022785068539637 58543.47853010008 58543.47853010008 17.55471287389836 17.843241546419886 17.55471287389836 8.018746404073447 2.2872858923309862 1.7877152430997887 248.605613031544 11.6135911806618 0.0005324403001448763 15.416792766799926 16.474140048294068 15.753525830676555 0.9850000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.2872858923309862 1.7877152430997887 248.605613031544 11.6135911806618 0.0005324403001448763 15.416792766799926 16.474140048294068 15.753525830676555 0.9850000000000001 False False 0.3 0.7 1.5 0.02 8 3 0.0 1.7877152430997887 2.2872858923309862 0.7206142176175128 0.7815880162133636 -1.3691014981258185 -1.8011870432218053 False 0.0501 Inputed -19.204215553402943 -18.915686880881417 """""" """""" """"""
-0.02758760938823669 0.32260366910885097 -27.439593325231176 17.311393976676854 5487.1801053347635 344.6470795101375 49 19 19 72.96033570030704 55 True True 2019unb 146.987542 0.82665 SLSN-I 0.0635 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 146.987542 0.82665 TNS 2019unb ZTF19acgjpgh 2019unb SLSN-I 0.0635 0.05546002683939477 0.23005404540764118 0.09714623523466415 0.1401211748254667 0.23005404540764118 0.3254981591775348 75.52392229923197 75.52392229923197 -2.563586598924932 -2.563586598924932 58838.474664399866 58776.51980319992 17.0055713768974 17.0055713768974 17.00962489503064 2.819540725144884 0.9562042482658014 4.252770331878223 146.98656245940998 0.825989523836598 0.012095552482424221 19.67126855912924 20.356019534993173 19.893684776611327 0.8888888888888888 """""" """""" """""" """""" 2 False True all False False 0 0.7 0.942882097160644 146.987693372368 0.826863749648144 0.02311843482544429 23.205790349845888 23.097119099330904 22.607153942890168 0.4 False False 0.3 0.7 1.5 0.02 8 3 61.95486119994894 4.252770331878223 0.9562042482658014 0.46233475838184646 4.447554316550219 3.350448158095773 2.8840598815806864 False 0.0635 Inputed -20.27072842388074 -20.27478194201398 """""" """""" """"""
-0.215523104519708 0.18631097650901735 -5.851966569037451 17.176108638529207 5085.0104247308955 270.9443324472922 40 27 27 73.92256939969957 152 True False 2020jhj 304.986625 49.90566944444444 SNIa 0.02 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 304.986625 49.90566944444444 TNS 2020jhj ZTF20aayubpi 2020jhj SNIa 0.02 0.08131369509008834 0.3113990083249867 0.13558259110354243 0.19197883094555834 0.3113990083249867 0.4400830428773972 9.962356238647697 9.962356238647697 63.96021316105187 63.96021316105187 58985.4699074002 58977.45214120019 16.66728044690281 16.766588857332238 16.66728044690281 1.8446127897165951 2.866465559607226 1.2319081330626183 304.98667388 49.90601019 0.0008121157081893982 15.506110465049744 16.653426477050782 15.961357329940796 0.97 """""" """""" """""" """""" 0 False True all False False 0 2.866465559607226 1.2319081330626183 304.98667388 49.90601019 0.0008121157081893982 15.506110465049744 16.653426477050782 15.961357329940796 0.97 False False 0.3 0.7 1.5 0.02 8 3 8.017766200006008 1.2319081330626183 2.866465559607226 0.6920691471099865 0.4297655448654401 -0.1131623802814552 -0.7059231169620155 False 0.02 Inputed -18.08161432158328 -17.982305911153855 """""" """""" """"""
-0.10352459552476552 0.35767152968448757 -4.868394292916241 18.86507531430137 5630.917094566834 212.56696817726774 17 7 7 32.93731479998678 26 True True 2019eke 231.74879249999 -1.113268638888 SNIa 0.059791 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 231.74879249999 -1.113268638888 TNS 2019eke ZTF19aatnefp 2019eke SNIa 0.059791 -0.0563690272331705 0.21344948646138562 0.006130911891144564 0.07185345276035093 0.21344948646138562 0.3694217954379795 5.0838936544621784 5.0838936544621784 27.8534211455246 27.8534211455246 58606.377430600114 58606.35650460003 18.64289962432353 18.64289962432353 18.656356446195222 1.9373870918018674 1.7584565265974557 1.7344080172450171 231.748440329069 -1.1135974769129051 0.0015894600919921231 17.449416428956987 18.131865162968637 17.745361332292557 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.7584565265974557 1.7344080172450171 231.748440329069 -1.1135974769129051 0.0015894600919921231 17.449416428956987 18.131865162968637 17.745361332292557 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.020926000084728003 1.7344080172450171 1.7584565265974557 0.3865038306760802 0.9863240808125229 -0.5110344613548925 -0.9109951139026649 False 0.059791 Inputed -18.49146298372822 -18.50491980559991 """""" """""" """"""
-0.22148317681370838 0.401388511300211 -16.459938748292977 17.033782327721113 6457.811471663251 297.9937850656825 35 14 14 18.008425900246948 55 True True 2020znv 108.07862499999999 38.43951944444444 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 108.07862499999999 38.43951944444444 TNS 2020znv ZTF20acphvzi 2020znv CV 0.0 -0.18447218030395618 -0.017486268736004007 -0.14500519023664893 -0.10404611219971116 -0.017486268736004007 0.07554378438562281 -12.338517529148852 -12.338517529148852 30.3469434293958 30.3469434293958 59163.50892359996 59163.50892359996 17.45299825672488 17.46952949264407 17.45299825672488 4.7391062724961 0.8767556815106762 6.892200386624607 108.077978045842 38.4413656663719 0.136481885441755 21.836892240908146 23.531063681416512 22.58600466377497 0.24166666666666667 """""" """""" """""" """""" 0 False True all False False 0 0.8767556815106762 6.892200386624607 108.077978045842 38.4413656663719 0.136481885441755 21.836892240908146 23.531063681416512 22.58600466377497 0.24166666666666667 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.0 0.0 0.0 0.0 6.17047050735593 5.817001743275121 True 0.0 Inputed """""" """""" """""" """""" """"""
-0.06125404003425258 0.14959096732056115 -29.453176332708168 18.199327555246082 5194.334470243506 233.1164129378281 71 43 43 74.82177080027759 41 True False 2021uzt 358.2670791666666 -13.049280555555555 SNIIn 0.061 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 358.2670791666666 -13.049280555555555 TNS 2021uzt ZTF21abpyauz 2021uzt SNIIn 0.061 0.2070977668858447 0.5019014226910841 0.27607868521660706 0.3481370931568364 0.5019014226910841 0.669261926763518 43.51305924921744 43.51305924921744 31.30871155106015 31.30871155106015 59470.41557870014 59428.46526619978 17.70444156146642 17.82397039486156 17.70444156146642 0.7169721667738599 0.9780959323685362 17.87447598847559 358.26214377 -13.04804117 0.18021870059493938 19.79448149202466 21.86777181124687 20.70334178831577 0.97 """""" """""" """""" """""" 3 False True all False False 0 0.7 13.828050091184966 358.26323736 -13.04841617 0.5781356303720552 22.405077688503265 22.084464740645885 22.36253661016226 0.9 False False 0.3 0.7 1.5 0.02 8 3 41.9503125003539 0.0 0.0 0.0 0.0 5.816029605138439 5.565558438533579 True 0.061 Inputed -19.48745103431039 -19.36792220091525 """""" """""" """"""
-0.14097538220444145 0.27157509447225037 -26.68753950217696 16.266661642966 5097.542170933337 264.56712418728733 101 50 50 74.92667829990387 34 True True 2019pqd 143.79620791666 48.718189 SNIa 0.024 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 143.79620791666 48.718189 TNS 2019pqd ZTF19abymvoy 2019pqd SNIa 0.024 0.1966531521784205 0.4519767885195982 0.25686223478246006 0.3194391703264188 0.4519767885195982 0.5948500707432025 -12.423036343079538 -12.423036343079538 87.3497146429834 87.3497146429834 58742.5245949002 58737.506504599936 16.399005693052384 16.399005693052384 16.562121569019894 8.885352249846342 2.950420909176021 4.0027062322475055 143.7973209509575 48.71902386176015 0.003281659255540137 16.83081116622865 17.319801006584168 16.990398708969355 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.950420909176021 4.0027062322475055 143.7973209509575 48.71902386176015 0.003281659255540137 16.83081116622865 17.319801006584168 16.990398708969355 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 5.018090300261974 4.0027062322475055 2.950420909176021 0.32940229761481277 1.3566560011145534 0.9207953135317837 0.42827713994946137 False 0.024 Inputed -18.584874068895168 -18.747989944862677 """""" """""" """"""
-0.14825598013324873 0.190789401258727 -14.12870616170693 19.078874991917704 5399.605626448712 93.14654027746059 48 30 30 48.91012730030343 78 True False 2021luy 262.45675416666666 15.118261111111112 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 262.45675416666666 15.118261111111112 TNS 2021luy ZTF21abahyyj 2021luy SNIa 0.08 0.18613347802723723 1.0177641575517598 0.3621724682446015 0.5582666764710176 1.0177641575517598 1.580941652377085 16.999299824384348 16.999299824384348 31.91082747591908 31.91082747591908 59361.37770830002 59341.423518499825 18.572088083611067 18.696440084974235 18.572088083611067 0.8716256366426154 1.488135035956031 1.3361353750849405 262.45679432 15.11863023 0.004138993593626461 19.19482656493187 19.900033692502976 19.474519060134888 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.488135035956031 1.3361353750849405 262.45679432 15.11863023 0.004138993593626461 19.19482656493187 19.900033692502976 19.474519060134888 1.0 False False 0.3 0.7 1.5 0.02 8 3 19.95418980019167 1.3361353750849405 1.488135035956031 0.4255146323680883 0.8978589595712055 1.2035936075287417 0.9024309765238208 False 0.08 Inputed -19.21784593846031 -19.093493937097143 """""" """""" """"""
-0.02424648938182566 0.31187413286873833 -21.831213994858793 19.416774601644732 4940.788005933198 218.3945101617222 91 27 27 73.8574538002722 46 True True 2021bxq 217.90849583333332 6.179086111111111 SNIIn 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 217.90849583333332 6.179086111111111 TNS 2021bxq ZTF21aafmkjk 2021bxq SNIIn 0.09 0.24477080549110752 0.5689229873459389 0.32031182425960125 0.39943126760437053 0.5689229873459389 0.7543379203372993 76.15866237734878 76.15866237734878 -2.3012085770765864 -2.3012085770765864 59273.46091439994 59223.525648099836 18.970264905120054 19.463481144274514 18.970264905120054 0.5309937454374556 1.4000964015877688 3.052019041586243 217.90777287966353 6.178636523478875 0.007266056530508935 19.309235227072833 19.891867679481507 19.50560782610178 0.985 """""" """""" """""" """""" 1 False True all False False 0 0.7 1.9661534255089441 217.908187186433 6.17863430962218 0.03568797219040587 22.844292127480507 21.847861422576905 22.93837361002207 0.8999999999999999 False False 0.3 0.7 1.5 0.02 8 3 49.93526630010456 3.052019041586243 1.4000964015877688 0.3862598533797268 2.1798634994884094 0.4283865352069931 0.5353429209817264 False 0.09 Inputed -19.08011974005918 -18.58690350090472 """""" """""" """"""
-0.15932409063050917 0.18308749688722764 -14.23000530541813 18.51509232752707 3738.21464059737 406.13754142228777 72 51 51 74.94246520008892 57 True False 2021lvb 262.1478333333333 21.73948888888889 SNIb 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 262.1478333333333 21.73948888888889 TNS 2021lvb ZTF21abahiow 2021lvb SNIb 0.03 0.629522810561916 0.8356764629248943 0.6792347392513065 0.7301484432285825 0.8356764629248943 0.9463033807201242 18.467258820643515 18.467258820643515 56.4752063794454 56.4752063794454 59361.37865740014 59339.3376042 17.897297126378444 18.341391949994396 17.897297126378444 2.081379236166548 4.950789573196806 8.756576796326879 262.14521885 21.73935215 0.004401972675587507 15.593469178032874 16.139608585453033 15.71081525979042 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.950789573196806 8.756576796326879 262.14521885 21.73935215 0.004401972675587507 15.593469178032874 16.139608585453033 15.71081525979042 1.0 False False 0.3 0.7 1.5 0.02 8 3 22.041053200140595 8.756576796326879 4.950789573196806 0.4287933256626122 1.7687232848138634 -2.201783364541363 -2.1864818665880232 False 0.03 Inputed -17.737500327246885 -17.293405503630932 """""" """""" """"""
-0.005212370335424369 0.5559372113630959 -20.25681498661109 16.979639915021828 6907.145394743039 101.98513843481928 43 28 28 72.79114590026438 51 True True 2019nyk 3.8133412499999 -8.189401611111 SNII 0.021048 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 3.8133412499999 -8.189401611111 TNS 2019nyk ZTF19abqrhvt 2019nyk SNII 0.021048 -0.09279220688765122 0.5167635292675286 0.03708202781780656 0.18120683137514249 0.5167635292675286 0.9239337937065386 95.3743198468328 95.3743198468328 -22.583173946568422 -22.583173946568422 58718.41434030002 58715.41908559995 16.62075987704884 16.62075987704884 16.70433984692631 17.401332616851832 4.840987528284743 8.321600641464741 3.811510238887105 -8.187966792860376 0.0051492545464110195 15.891771416598559 16.358350906431674 16.53219436081767 0.9649999999999999 """""" """""" """""" """""" 2 False True all False False 0 0.7 1.5387991588168357 3.81363165350135 -8.18908524818037 0.0323284784427349 23.10304240891695 22.078031781835556 22.30395082242012 0.15 False False 0.3 0.7 1.5 0.02 8 3 2.9952547000721097 8.321600641464741 4.840987528284743 -0.17384345438599524 1.718988242139357 -0.26240897061716595 -0.17214548610864 False 0.021048 Inputed -18.1560361994257 -18.23961616930317 """""" """""" """"""
-0.28351673743622324 0.16766846041680397 -6.9209824649978 17.9632946886405 5582.866847658119 90.48477530210536 46 28 28 50.14795139990747 42 True False 2020aerb 116.72820833333331 81.1931388888889 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 116.72820833333331 81.1931388888889 TNS 2020aerb ZTF21aaaajfe 2020aerb SNIa 0.05 0.026884416549751933 0.8006899929274773 0.18915324725796978 0.3710257430040862 0.8006899929274773 1.3320728018379526 6.521708875894535 6.521708875894535 43.62624252401294 43.62624252401294 59222.30100690015 59215.156944400165 17.40776849234338 17.40776849234338 17.4577981335291 3.875119419005629 2.4685354850734478 3.0500054472764533 116.73268605 81.19363671 0.0006769896280934828 15.293856982398033 16.196511632704734 15.576828378725052 0.9700000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.4685354850734478 3.0500054472764533 116.73268605 81.19363671 0.0006769896280934828 15.293856982398033 16.196511632704734 15.576828378725052 0.9700000000000001 False False 0.3 0.7 1.5 0.02 8 3 7.1440624999813735 3.0500054472764533 2.4685354850734478 0.6196832539796819 1.2355526042542202 -1.2112568596386453 -1.8809697548040472 False 0.05 Inputed -19.296740497646176 -19.346770138831896 """""" """""" """"""
-0.14854736337161686 0.23789490015189715 -5.727032228022878 16.485493443938687 3886.378773958286 263.6905687457463 77 44 44 74.89971070038155 205 True False 2020sgg 74.55675 -20.357530555555556 SNIa 0.022742 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 74.55675 -20.357530555555556 TNS 2020sgg ZTF20abxyggc 2020sgg SNIa 0.022742 0.5280241478079368 0.8379062777418156 0.6012624629685597 0.6772658613226632 0.8379062777418156 1.0106549666841644 13.959526268227233 13.959526268227233 60.94018443215431 60.94018443215431 59102.51728009991 59092.4971758998 15.94976766114634 16.037109733374376 15.94976766114634 6.87261892162949 2.0898091434694996 3.248569135285041 74.55634307 -20.35834832 0.00020504505485230418 13.96353967988491 16.320832052230834 19.314443320667742 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.0898091434694996 3.248569135285041 74.55634307 -20.35834832 0.00020504505485230418 13.96353967988491 16.320832052230834 19.314443320667742 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.020104200113565 3.248569135285041 2.0898091434694996 -2.993611268436908 1.554481252719456 0.2837223188564586 3.364675659521401 False 0.022742 Inputed -19.07962715271605 -18.992285080488013 """""" """""" """"""
-0.1785998863210649 0.11748785370306017 -7.774508145056386 18.62714113673418 5395.640024896883 87.83018517059011 74 54 54 73.85677079996094 90 True True 2020jge 273.6854333333333 43.45614444444445 SNIa 0.058 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 273.6854333333333 43.45614444444445 TNS 2020jge ZTF20aayjxdv 2020jge SNIa 0.058 0.09235388489966212 0.9329749679196695 0.2680592619398716 0.46537562163312884 0.9329749679196695 1.513840828324021 16.182351992038996 16.182351992038996 57.674418807921946 57.674418807921946 58985.43718749983 58973.47037040023 17.95346957942275 17.95346957942275 18.087579197513264 2.700365327481259 2.1179434562264308 1.8827982653222362 273.685601233373 43.4566530446565 0.004229022149842443 18.298637541064025 18.903590533834695 18.589521943187712 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.1179434562264308 1.8827982653222362 273.685601233373 43.4566530446565 0.004229022149842443 18.298637541064025 18.903590533834695 18.589521943187712 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.96681709960103 1.8827982653222362 2.1179434562264308 0.31406859064698267 0.8889747551036343 0.9501209544119433 0.5019427456744481 False 0.058 Inputed -18.993304361454406 -19.12741397954492 """""" """""" """"""
-0.13130354008722703 0.355071494922416 -11.400129795254994 18.509952776125466 4781.943877812004 157.13903985369137 21 9 9 21.915277800057083 58 True False 2020cop 90.42169166666665 -25.008708333333335 SNIa 0.046642 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 90.42169166666665 -25.008708333333335 TNS 2020cop ZTF20aamqxyi 2020cop SNIa 0.046642 0.2532762757632909 0.7230014822361639 0.3597936243144986 0.47334740299375255 0.7230014822361639 1.0053442778346273 5.412206657129248 5.412206657129248 16.503071142927837 16.503071142927837 58900.178669000044 58891.252152800094 18.28608796173768 18.45843103784115 18.28608796173768 0.9012405823406794 3.0477075131624956 10.406685100663534 90.41877271 -25.00987407 0.0020193952549683036 14.80762649976015 15.677140356492997 15.158432061421871 0.99 """""" """""" """""" """""" 2 False True all False False 0 0.7 6.160838597204299 90.42240447 -25.00712359 0.056758571277864656 20.93664156483412 20.95966798324585 20.74305225994587 0.8 False False 0.3 0.7 1.5 0.02 8 3 8.926516199950129 10.406685100663534 3.0477075131624956 0.518708295071125 3.414594430639735 -2.781290681348155 -3.12765590031581 False 0.046642 Inputed -18.3157601405076 -18.14341706440413 """""" """""" """"""
-0.004309513783192933 0.35393761905788795 -11.868550064027563 18.87162695599706 4766.409567276674 144.30376288142236 19 16 16 51.93295140005648 47 True True 2018jph 150.39176999999 -1.406031694444 SNII 0.037 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 150.39176999999 -1.406031694444 TNS 2018jph ZTF18acuring 2018jph SNII 0.037 0.2744028301995698 0.7985262769332877 0.3922629424490509 0.5185874896655136 0.7985262769332877 1.1183501512484284 239.18425746358056 239.18425746358056 -187.25130606352408 -187.25130606352408 58471.522754599806 58461.47964120004 18.83738261469586 18.883025055219907 18.83738261469586 1.2456799177122462 1.9536274677984768 0.5703420856398006 150.3916343579485 -1.4059497685147 0.0007705196054662578 16.47766942094922 17.34053464204788 16.763411947007178 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.9536274677984768 0.5703420856398006 150.3916343579485 -1.4059497685147 0.0007705196054662578 16.47766942094922 17.34053464204788 16.763411947007178 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.04311339976266 0.5703420856398006 1.9536274677984768 0.5771226950407033 0.2919400423267561 -1.5424904131720254 -2.0739706676886804 False 0.037 Inputed -17.256550584555256 -17.210908144031208 """""" """""" """"""
-0.2093598283278145 0.14352108629637805 -3.892106925743982 19.16966392374359 5317.791425911847 122.64503787080048 39 23 23 55.00025469996035 40 True True 2021zw 191.1373333333333 26.795061111111114 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 191.1373333333333 26.795061111111114 TNS 2021zw ZTF21aadkuko 2021zw SNIa 0.08 0.032283053643656245 0.5713031279743177 0.1506554858937612 0.27949265139944046 0.5713031279743177 0.9137113780517296 13.431359800773727 13.431359800773727 41.568894899186624 41.568894899186624 59231.45540509978 59223.40436339984 18.635113832420604 18.635113832420604 19.01609021836304 1.4082249615292515 2.29274596494266 1.2148400293491786 191.1372385888445 26.795387797472202 0.0029587137542665953 17.766950927894115 18.620192259858847 18.065317640594245 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.29274596494266 1.2148400293491786 191.1372385888445 26.795387797472202 0.0029587137542665953 17.766950927894115 18.620192259858847 18.065317640594245 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 8.051041699945927 1.2148400293491786 2.29274596494266 0.5548746192646021 0.5298624653253117 -0.014921572561757301 -0.9507725777687952 False 0.08 Inputed -18.77384380370834 -19.154820189650774 """""" """""" """"""
-0.05897723360333947 0.32940620385677877 -17.099342017443615 19.232331596446382 5633.808445209525 192.92164937160123 43 21 21 68.77712960029021 50 True True 2019uba 35.869758333333 -1.9830333333333 SLSN-II 0.302 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 35.869758333333 -1.9830333333333 TNS 2019uba ZTF19ackzvdp 2019uba SLSN-II 0.302 0.031131440234897667 0.3526317296321899 0.10514153606924026 0.1832821865476717 0.3526317296321899 0.5406019364690167 31.54987324490896 31.54987324490896 37.22725635538125 37.22725635538125 58811.21187500004 58781.391342599876 18.83271424798139 18.83271424798139 18.896878715965613 0.2852135091844657 0.6120535531928474 8.982380362070316 35.86794432916855 -1.981319017749925 0.027382948191622347 19.00697122594476 21.308195586779117 19.601125010344983 0.9055555555555556 """""" """""" """""" """""" 0 False True all False False 0 0.6120535531928474 8.982380362070316 35.86794432916855 -1.981319017749925 0.027382948191622347 19.00697122594476 21.308195586779117 19.601125010344983 0.9055555555555556 False False 0.3 0.7 1.5 0.02 8 3 29.820532400161028 0.0 0.0 0.0 0.0 4.807285752018611 4.3731212840343865 True 0.302 Inputed -21.857223816732432 -21.921388284716656 """""" """""" """"""
-0.052695190585295315 0.9816503424116417 11.239589314288725 15.832689572553534 3815.888209538318 190.23367339025165 71 40 40 74.87262729974464 51 True True 2020tlf 220.04174999999998 42.77761944444444 SNIIn 0.008463 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 220.04174999999998 42.77761944444444 TNS 2020tlf ZTF20acggqfs 2020tlf SNIIn 0.008463 0.4131477884071568 0.8293075225293514 0.5092927444593904 0.6105561189640714 0.8293075225293514 1.0712586074748565 11.591046451446505 11.591046451446505 63.281580848298134 63.281580848298134 59180.55385420006 59180.55385420006 15.692940795115192 16.220852930153427 15.692940795115192 32.52129707182546 7.744462065219125 11.227030404667424 220.0383966598305 42.77953459516975 0.0020385521534458384 13.605816164097785 14.279788262386322 13.734298020521997 1.0 """""" """""" """""" """""" 1 True True all False False 0 3.203861371671185 2.1512143513572175 220.0418565 42.77702702 0.0007949990215405656 15.104029931533336 17.110708463174106 14.593263605171442 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 11.227030404667424 7.744462065219125 0.545490241864325 1.4496849891083767 -1.9410646677671046 -1.9586427745931942 False 0.008463 Inputed -17.181973986279527 -16.65406185124129 """""" """""" """"""
-0.14926748450025726 0.3759118227597148 -9.087450809799437 18.081820001978922 6129.929716453602 154.87303816371525 68 31 31 47.9322684998624 74 True False 2020xyj 346.56179166666664 45.225569444444446 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 346.56179166666664 45.225569444444446 TNS 2020xyj ZTF20acixidp 2020xyj SNIa 0.07 -0.11833579791679227 0.24691911093485785 -0.0362149386939663 0.05182818113397758 0.24691911093485785 0.46954104034272603 14.455331537698179 14.455331537698179 33.476936962164224 33.476936962164224 59153.16984950006 59136.18174770009 17.636444461703125 17.636444461703125 17.871119903534304 1.5883603254725873 1.2796596988341546 10.952451402838491 346.56505965 45.22755898 0.04558128840740894 19.12225853457451 18.83317398338318 19.2256530626297 1.0 """""" """""" """""" """""" 2 False True all False False 0 0.7719072887358132 5.584325593157493 346.56306163 45.2268368 0.06280821995735897 21.30205963048935 22.843742872810363 23.775918051338195 0.09999999999999999 False False 0.3 0.7 1.5 0.02 8 3 16.988101799972355 0.0 0.0 0.0 0.0 6.003555538296876 5.398880096465696 True 0.07 Inputed -19.624046048056492 -19.85872148988767 """""" """""" """"""
-0.1644903207269362 0.19096084094840005 -9.493296169468259 19.224109984810656 4652.51029783241 180.65880115290253 40 24 24 57.93145829997957 49 True True 2019kiu 340.46905208333 18.649267111111 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 340.46905208333 18.649267111111 TNS 2019kiu ZTF19abctnpk 2019kiu SNIa 0.08 0.2653777588117734 0.6700636124739248 0.3583346652410029 0.4566113899318438 0.6700636124739248 0.9077427188717735 12.42922960964559 12.42922960964559 45.50222869033398 45.50222869033398 58677.29831020022 58665.441342600156 18.703604865162863 18.885371587900476 18.703604865162863 1.158432107794001 1.4256973798040198 0.4443269787046585 340.4689224319755 18.649279065695048 0.001020856601472997 17.673429956165553 18.568085239515305 18.00349407934904 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.4256973798040198 0.4443269787046585 340.4689224319755 18.649279065695048 0.001020856601472997 17.673429956165553 18.568085239515305 18.00349407934904 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.85696760006249 0.4443269787046585 1.4256973798040198 0.5645911601662661 0.3116558850418431 -0.31728634838517067 -0.7001107858138234 False 0.08 Inputed -19.086329156908516 -18.904562434170902 """""" """""" """"""
-0.1336422445174976 0.2644350472724782 -10.091836113533613 18.812404468244665 6146.378950754984 99.98836932412569 35 22 22 47.95303239999339 67 True True 2020mat 200.53522916666665 48.97631388888889 SNIa 0.088 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 200.53522916666665 48.97631388888889 TNS 2020mat ZTF20abdxouw 2020mat SNIa 0.088 -0.06869105512364371 0.56799654519752 0.06665055455923863 0.2170608235529592 0.56799654519752 0.9950205228632605 16.84681061415209 16.84681061415209 31.1062217858413 31.1062217858413 59017.22929400019 59000.243784700055 18.312581381766396 18.312581381766396 18.46467751956145 1.465168582037118 1.8531438501686568 2.780653897177369 200.534730464906 48.9756142753584 0.00719768668835119 19.00162588431701 19.42896583431959 19.296472648750544 0.945 """""" """""" """""" """""" 0 False True all False False 0 1.8531438501686568 2.780653897177369 200.534730464906 48.9756142753584 0.00719768668835119 19.00162588431701 19.42896583431959 19.296472648750544 0.945 False False 0.3 0.7 1.5 0.02 8 3 16.9855093001388 2.780653897177369 1.8531438501686568 0.13249318556904655 1.5005062326512313 1.116384452553195 0.8317951291890928 False 0.088 Inputed -19.535979851212772 -19.688075989007828 """""" """""" """"""
-0.16675076194387825 0.27537165061125063 -10.109450423456732 17.584782835917963 5035.800204522811 250.27210002404436 19 14 14 39.084039399866015 37 True False 2020avg 173.52549999999997 -9.021780555555557 SNIa 0.0367 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 173.52549999999997 -9.021780555555557 TNS 2020avg ZTF20aaiawlj 2020avg SNIa 0.0367 0.1230645347893109 0.3811972367229792 0.18368628104312634 0.24686239055586867 0.3811972367229792 0.5267347411139696 9.729657491365735 9.729657491365735 29.35438190850028 29.35438190850028 58885.42072919989 58873.315520800184 17.19993449994879 17.19993449994879 17.210893465298014 8.229257321406243 2.4619797933593115 2.2020863804053685 173.52569666 -9.02120052 0.0003776032095973436 14.717835185742379 15.726422124171258 15.05257178413868 0.95 """""" """""" """""" """""" 0 False True all False False 0 2.4619797933593115 2.2020863804053685 173.52569666 -9.02120052 0.0003776032095973436 14.717835185742379 15.726422124171258 15.05257178413868 0.95 False False 0.3 0.7 1.5 0.02 8 3 12.105208399705589 2.2020863804053685 2.4619797933593115 0.6738503400325779 0.8944372274480268 -1.4735123757775312 -2.158321681159334 False 0.0367 Inputed -18.865202753204347 -18.876161718553572 """""" """""" """"""
-0.19849062374030235 0.23283463049078512 -8.079521340707206 15.933612187436829 4117.553520469439 528.2857365606243 116 99 99 73.96494220010936 73 True True 2021lyz 11.032870833333332 30.350997222222222 SNIa 0.019 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 11.032870833333332 30.350997222222222 TNS 2021lyz ZTF18actytgu 2021lyz SNIa 0.019 0.4101059298389149 0.549965798061077 0.44409281155058444 0.47872537186947284 0.549965798061077 0.6239054997640388 13.25362798207583 13.25362798207583 60.71131421803353 60.71131421803353 59354.48281250009 59340.49221060006 15.384812869187684 17.825635201879027 15.384812869187684 5.416801590228984 2.783560540047061 0.04407859133987836 11.0328632388645 30.351007564704453 0.00015241200084981088 13.440434726176262 14.488384781036377 13.702154851846695 0.9083333333333335 """""" """""" """""" """""" 0 False True all False False 0 2.783560540047061 0.04407859133987836 11.0328632388645 30.351007564704453 0.00015241200084981088 13.440434726176262 14.488384781036377 13.702154851846695 0.9083333333333335 False False 0.3 0.7 1.5 0.02 8 3 13.990601900033653 0.04407859133987836 2.783560540047061 0.7862299291896822 0.01583532698704413 -3.3372504208426506 -1.682658017340989 False 0.019 Inputed -19.25214789114313 -16.811325558451788 """""" """""" """"""
-0.24528476104643118 0.1650968109882509 -10.754616423043153 16.94731891749828 4492.906056074811 226.88274184224755 49 38 38 73.99827550025657 37 True False 2021uth 52.26220833333333 9.290711111111111 SNII 0.047 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 52.26220833333333 9.290711111111111 TNS 2021uth ZTF21abqvzjy 2021uth SNII 0.047 0.3147086607668683 0.6390709976281101 0.39054813463997107 0.46980861192763257 0.6390709976281101 0.8235049210970224 5.623537028404525 5.623537028404525 68.37473847185204 68.37473847185204 59438.48099539988 59429.44623839995 16.464724015856387 16.55252391673031 16.464724015856387 19.864741081553024 1.0150564821159167 0.6077820464303921 52.26213667 9.29055781 0.001941482184170229 19.33277416596413 19.402704240322112 19.197464549827576 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.0150564821159167 0.6077820464303921 52.26213667 9.29055781 0.001941482184170229 19.33277416596413 19.402704240322112 19.197464549827576 0.99 False False 0.3 0.7 1.5 0.02 8 3 9.034756999928504 0.6077820464303921 1.0150564821159167 0.20523969049453683 0.5987667259298237 2.850180323591804 2.7327405339711888 False 0.047 Inputed -20.15391228673833 -20.066112385864407 """""" """""" """"""
-0.18150658936619135 0.19386583509403868 -6.05394746285298 18.443712800196796 5733.380588247708 113.77822924266756 30 21 21 58.850451400037855 66 True True 2020skd 315.89637083333326 -0.17286388888888887 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 315.89637083333326 -0.17286388888888887 TNS 2020skd ZTF20abyfgri 2020skd SNIa 0.06 -0.04036868531891713 0.5171052849721853 0.08058118685021753 0.21325519735970033 0.5171052849721853 0.8784742461187065 14.935927755814538 14.935927755814538 43.914523644223316 43.914523644223316 59098.22527780011 59086.274131900165 17.827241889486267 17.827241889486267 18.07711388648601 1.5562672350882614 1.8429509988109452 4.154273734606947 315.896243073437 -0.174010759679151 0.010607181454900583 19.037347099564073 19.588724926953315 19.395039805631637 0.9899999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.8429509988109452 4.154273734606947 315.896243073437 -0.174010759679151 0.010607181454900583 19.037347099564073 19.588724926953315 19.395039805631637 0.9899999999999999 False False 0.3 0.7 1.5 0.02 8 3 11.951145899947733 4.154273734606947 1.8429509988109452 0.19368512132167837 2.2541422627553556 1.7614830374670483 1.317925919145626 False 0.06 Inputed -19.07838709471179 -19.328259091711534 """""" """""" """"""
-0.01961318838555288 0.5479739437145132 -36.07793872223983 18.4671994013683 4148.662518356837 478.9041845205667 295 44 44 70.93917819997296 50 True True 2020jfv 346.6489583333333 0.612111111111111 SNIIb 0.01709 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 346.6489583333333 0.612111111111111 TNS 2020jfv ZTF20abgbuly 2020jfv SNIIb 0.01709 0.505988224481758 0.6690858058727045 0.5455196341757258 0.5858706664305302 0.6690858058727045 0.755744891469071 -5.3306980770170895 -5.3306980770170895 76.26987627699005 76.26987627699005 59018.46466440009 59018.38696759986 18.245643206429474 18.872009887147623 18.245643206429474 1.6463968823218325 2.9742912352166258 4.050393692957472 346.6499771612715 0.6116336395644665 0.0017236844770512905 15.958045721516608 16.593588514947893 16.20922608992815 0.9416666666666665 """""" """""" """""" """""" 2 False True all False False 0 0.7 1.713446771098335 346.649345522893 0.612387944714114 0.0314191807049905 22.90259307391882 23.486230895171165 23.3327741813612 0.25 False False 0.3 0.7 1.5 0.02 8 3 0.0776968002319336 4.050393692957472 2.9742912352166258 0.3843624250197415 1.361801307484427 -2.2784213721997304 -2.0364171165013225 False 0.01709 Inputed -16.160201708194617 -15.533835027476467 """""" """""" """"""
-0.1361110514264227 0.45643031809375084 -4.954990069572682 18.69695125297146 5782.732977135316 108.99704985366814 40 31 31 41.926493000239134 27 True True 2019lnw 358.05688583333 17.679169805555 SNIa 0.092 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 358.05688583333 17.679169805555 TNS 2019lnw ZTF19abgfrbl 2019lnw SNIa 0.092 -0.06159905342146388 0.5154131359526701 0.06273358366231108 0.1997192451086569 0.5154131359526701 0.8937495445980588 14.816524453163822 14.816524453163822 27.10996854707531 27.10996854707531 58688.46289349999 58674.45372689981 18.39794220060235 18.39794220060235 18.547747583986055 0.5961164427838632 1.4972408050060269 3.272416526654387 358.05782248700905 17.678996947672452 0.0011015824950291186 16.64214378641963 17.718557180855274 17.00217718421936 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.4972408050060269 3.272416526654387 358.05782248700905 17.678996947672452 0.0011015824950291186 16.64214378641963 17.718557180855274 17.00217718421936 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.009166600182652 3.272416526654387 1.4972408050060269 0.716379996635915 2.18563140659342 -0.6793850197470768 -1.5455703997666959 False 0.092 Inputed -19.551287018416318 -19.70109240180002 """""" """""" """"""
-0.19069284372577508 0.25975311737331 -9.275720040664567 16.02109198096845 5823.017371323624 325.38882259284804 48 28 28 46.96479169977829 95 True True 2021low 176.19274999999996 20.12618888888889 SNIa 0.021958 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 176.19274999999996 20.12618888888889 TNS 2021low ZTF21aazieut 2021low SNIa 0.021958 -0.09201444622556565 0.07314199143653966 -0.052750277807508184 -0.012157953594822857 0.07314199143653966 0.1641521632518277 15.802912124652988 15.802912124652988 31.1618795751253 31.1618795751253 59358.24254629994 59340.232997700106 15.522793051316581 15.522793051316581 15.622116909225713 8.823281734077417 6.114518967537517 11.586638725433524 176.1959679074505 20.1250799197178 0.0009527163249607451 12.938601812548637 14.5453344328022 13.25280740311265 0.975 """""" """""" """""" """""" 4 False True all False False 0 0.7 3.623849628280403 176.191845023914 20.1267285921208 0.057923413111417243 22.244155576040743 23.64034235687256 22.764164627296925 0.15 False False 0.3 0.7 1.5 0.02 8 3 18.00954859983176 11.586638725433524 6.114518967537517 1.2925270296895501 1.8949387166754963 -0.9774586185143814 -2.369309506113064 False 0.021958 Inputed -19.330668753991503 -19.429992611900634 """""" """""" """"""
-0.22899435077934005 0.557397934476275 -7.555907401991277 16.31131631582932 6761.1161389815325 259.1194440683241 22 6 6 5.040902799926698 58 True False 2018frz 337.84582166666 33.51589 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 337.84582166666 33.51589 TNS 2018frz ZTF18admylqw 2018frz CV 0.0 -0.26427701866806075 -0.08489042064758934 -0.2222915461793349 -0.17843969633377554 -0.08489042064758934 0.016871666648892614 -5.003548063902894 -5.003548063902894 10.044450863829592 10.044450863829592 59748.40828699991 59748.40828699991 16.148276286364485 16.148276286364485 16.413819535308054 42.27737184311967 0.7 0.03067955122200111 337.84583172 33.51588846 0.010381379476574581 22.635255586099625 22.682506246852874 22.719809487342836 0.5 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.03067955122200111 337.84583172 33.51588846 0.010381379476574581 22.635255586099625 22.682506246852874 22.719809487342836 0.5 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.03067955122200111 0.7 -0.03730324048996181 0.04382793031714445 6.534229960488389 6.305989952034782 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.12941766046767933 0.27245959257809227 -8.356905458522464 19.738389018865472 6026.213226592459 181.64844595787494 36 14 14 15.87925919983536 59 True True 2021rdc 251.36276249999995 28.910494444444442 SNII 0.03706 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 251.36276249999995 28.910494444444442 TNS 2021rdc ZTF21abidxwo 2021rdc SNII 0.03706 -0.11292952314372329 0.19349874634259834 -0.04294419014498985 0.03132862766881672 0.19349874634259834 0.3751678518563182 5.633414180174613 5.633414180174613 10.245845019660747 10.245845019660747 59396.27614580002 59392.332870400045 19.194247369767456 19.194247369767456 19.39093778360067 0.8992795289051072 3.7115161560489427 7.0045605071634 251.361128855965 28.911813825875647 0.006476314578487186 16.78362073898792 17.22444449162483 16.917652027767897 0.9949999999999999 """""" """""" """""" """""" 3 False True all False False 0 0.7 3.4057483686919734 251.361896004735 28.90992906430055 0.02358944576387023 21.17951327719927 22.08620663823128 21.956730569486616 0.16 False False 0.3 0.7 1.5 0.02 8 3 3.9432753999717534 7.0045605071634 3.7115161560489427 0.30679246385693304 1.887250442315206 -1.9698028781426267 -2.473285755832773 False 0.03706 Inputed -16.706545592432644 -16.903236006265857 """""" """""" """"""
-0.16377493586829078 0.19558663972118787 -8.739000385591677 17.943764428533044 6053.913295955692 84.37026412966904 140 94 94 72.98840279970318 77 True False 2021kjj 204.99054166666664 67.56793055555555 SNIa 0.056 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 204.99054166666664 67.56793055555555 TNS 2021kjj ZTF21aawyyha 2021kjj SNIa 0.056 -0.04564459890539396 0.7539260371517393 0.11947034918530974 0.3063542411096378 0.7539260371517393 1.3165245381135193 18.15950644804641 18.15950644804641 54.828896351656766 54.828896351656766 59341.30524310004 59324.37011570018 17.358505665359345 17.358505665359345 17.479530274701805 3.2422712037929715 2.5553588769745317 1.9356009862531522 204.991688 67.56761792 0.0026351960370213368 17.241783835452797 17.84174033164978 17.439392518144846 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.5553588769745317 1.9356009862531522 204.991688 67.56761792 0.0026351960370213368 17.241783835452797 17.84174033164978 17.439392518144846 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.935127399861813 1.9356009862531522 2.5553588769745317 0.4023478135049352 0.7574673771634166 0.48323466629043565 -0.04013775655695895 False 0.056 Inputed -19.5241472900888 -19.645171899431258 """""" """""" """"""
-0.16814471679776918 0.2800919123536528 -6.988185458106459 16.026344556683377 5398.366201174228 118.6426836426097 26 20 20 49.01959490031004 54 True False 2019bwm 102.82683291666 49.883581 SNIa 0.0195 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 102.82683291666 49.883581 TNS 2019bwm ZTF19aampqcq 2019bwm SNIa 0.0195 0.04925312898690315 0.6166411158240344 0.1733657919347067 0.30878966066383384 0.6166411158240344 0.979558320959729 13.576779432587518 13.576779432587518 35.44281546772252 35.44281546772252 58572.15787040023 58559.161608799826 15.743415500855715 15.743415500855715 15.760866522857844 7.15561760396838 4.909022293319986 17.986448399960132 102.83371609 49.88588165 0.0016247719583980524 13.12597820544243 13.973815634012222 13.41041857509613 0.8 """""" """""" """""" """""" 4 False True all False False 0 0.7 10.885438321973423 102.82335034 49.88560776 0.23931108690373393 21.514452108430863 19.193517829227446 19.225981017398833 0.9 False False 0.3 0.7 1.5 0.02 8 3 12.996261600404978 17.986448399960132 4.909022293319986 0.5633970589160917 3.6639573677299078 -1.7695998668434925 -2.3504479477617135 False 0.0195 Inputed -18.93277547605753 -18.95022649805966 """""" """""" """"""
-0.05203149548048926 0.48270913189242803 -8.342068948806387 18.69160410354059 5452.608768813273 254.07339998019427 76 50 50 73.89309029979631 59 True True 2021eff 268.7150833333333 44.60767222222222 SNII 0.045 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 268.7150833333333 44.60767222222222 TNS 2021eff ZTF21aanwmxn 2021eff SNII 0.045 -0.0005752520075219536 0.23150946790079274 0.053898724992066604 0.11068957312782501 0.23150946790079274 0.36247881048933195 28.545709802974795 28.545709802974795 45.347380496821515 45.347380496821515 59298.40581020014 59275.51611110009 18.43992723348282 18.5138660860741 18.43992723348282 0.32585441580607793 2.574644977931071 3.9309363328764158 268.71437775038146 44.608641745687294 0.001773091759171952 16.272071873065237 16.723778972582817 16.401159952055217 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.574644977931071 3.9309363328764158 268.71437775038146 44.608641745687294 0.001773091759171952 16.272071873065237 16.723778972582817 16.401159952055217 1.0 False False 0.3 0.7 1.5 0.02 8 3 22.889699100051075 3.9309363328764158 2.574644977931071 0.3226190205276005 1.5267877189169714 -1.790087113491282 -2.038767281427603 False 0.045 Inputed -18.083248206265083 -18.009309353673803 """""" """""" """"""
-0.1620308222225478 0.14523898832929183 -9.947102712470151 18.833509380368035 6004.764283141853 77.20090280648583 45 34 34 56.932361100334674 61 True True 2020abu 157.70507083333334 19.725477777777776 SNIa 0.088227 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 157.70507083333334 19.725477777777776 TNS 2020abu ZTF20aafrjqw 2020abu SNIa 0.088227 -0.0011786648583260728 0.9240082736913777 0.1868616919993471 0.4018076384622091 0.9240082736913777 1.5924910773612133 17.966960925508715 17.966960925508715 38.96540017482596 38.96540017482596 58871.4895601999 58855.48295139987 18.26978295164696 18.29963365373754 18.26978295164696 1.1889992402123795 4.168561137806331 5.839731193037194 157.703625653926 19.72636137673285 0.0017760801105497492 15.084928192663789 15.938577721511125 15.394902344768047 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.168561137806331 5.839731193037194 157.703625653926 19.72636137673285 0.0017760801105497492 15.084928192663789 15.938577721511125 15.394902344768047 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.006608800031245 5.839731193037194 4.168561137806331 0.543675376743078 1.400898535486108 -2.3610559322264155 -2.8748806068789126 False 0.088227 Inputed -19.73657419479781 -19.70672349270723 """""" """""" """"""
-0.14154160019468093 0.4307827831396759 -5.86977700428632 18.574862528838434 6026.9171342648715 184.23780534035717 66 22 22 17.184467599727213 114 True False 2020cyj 198.1803958333333 74.19433611111111 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 198.1803958333333 74.19433611111111 TNS 2020cyj ZTF18abjijwk 2020cyj SNIa 0.08 -0.13038507093502005 0.1666797458219662 -0.062477639956505016 0.009548181596819916 0.1666797458219662 0.34251523051739596 13.19445966236345 13.19445966236345 3.990007937363763 3.990007937363763 58911.39435190009 58898.27996530011 18.241453636285176 18.241453636285176 18.399068495887647 0.22005164952202538 2.047810108314611 0.9838716035635918 198.17992141 74.19457693 0.0012376950437569256 16.931688129740955 18.048515781390666 17.292396914047004 0.99 """""" """""" """""" """""" 0 False True all False False 0 2.047810108314611 0.9838716035635918 198.17992141 74.19457693 0.0012376950437569256 16.931688129740955 18.048515781390666 17.292396914047004 0.99 False False 0.3 0.7 1.5 0.02 8 3 13.11438659997657 0.9838716035635918 2.047810108314611 0.7561188673436625 0.4804506040715552 -0.19293785489450954 -1.1066715818406436 False 0.08 Inputed -19.39086552618373 -19.548480385786203 """""" """""" """"""
-0.15009353396310798 0.30308763549959666 -7.310142818010959 18.180634555787314 5971.386754987289 181.8939496077188 25 14 14 43.96157400030643 144 True False 2019eqk 273.20357666666 14.233732111111 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 273.20357666666 14.233732111111 TNS 2019eqk ZTF19aaqyvdn 2019eqk SNIa 0.08 -0.10882358348203525 0.1982227905742171 -0.03868240287467373 0.0357456910954177 0.1982227905742171 0.3801913758835447 0.6431197756508089 0.6431197756508089 43.31845422465562 43.31845422465562 58597.43868059991 58597.43868059991 17.937590018859225 18.020556201953106 17.937590018859225 2.7317114056652487 0.8005595077660745 0.3781103282651732 273.20349647 14.23366148 0.004889252278683753 21.216576005220414 21.837586651325225 21.73975626068115 0.38750000000000007 """""" """""" """""" """""" 0 False True all False False 0 0.8005595077660745 0.3781103282651732 273.20349647 14.23366148 0.004889252278683753 21.216576005220414 21.837586651325225 21.73975626068115 0.38750000000000007 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.3781103282651732 0.8005595077660745 0.09783039064407362 0.4723075856287975 3.817030449372119 3.8021662418219258 False 0.08 Inputed -19.852344003212153 -19.769377820118272 """""" """""" """"""
-0.15306502137394679 0.14777124837104008 -12.038035858615693 18.73523315300197 5810.055587562716 72.19513550666325 100 87 87 50.079999999608845 37 True True 2020aan 258.2041666666666 79.0615611111111 SNIa 0.086 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 258.2041666666666 79.0615611111111 TNS 2020aan ZTF20aaghpdc 2020aan SNIa 0.086 0.09851183917239581 1.1800458027342984 0.3159955232491143 0.5661910061439634 1.1800458027342984 1.9764074340532005 16.470224418133036 16.470224418133036 33.60977558147581 33.60977558147581 58880.48429400008 58864.46804400021 18.16505571137831 18.16505571137831 18.186439154062583 0.9210005882873027 3.480808572204076 8.112527836192708 258.2155008197925 79.0608885282 0.0032965532690957255 15.770900015752314 16.628187548146247 16.087141991181376 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.480808572204076 8.112527836192708 258.2155008197925 79.0608885282 0.0032965532690957255 15.770900015752314 16.628187548146247 16.087141991181376 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 16.016249999869615 8.112527836192708 3.480808572204076 0.5410455569648711 2.3306446384254307 -1.5368681632320644 -2.099297162881207 False 0.086 Inputed -19.76336428558798 -19.78474772827225 """""" """""" """"""
-0.06551306469509396 0.5322377428170948 -5.584105283093374 18.65139576927139 7665.348894328335 254.5572985313419 44 24 24 61.903287100140005 117 True True 2021yte 103.7696918 12.6341543 TDE 0.053 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 103.7696918 12.6341543 TNS 2021yte ZTF21acafvhf 2021yte TDE 0.053 -0.3952791267211211 -0.23795621833416192 -0.35859278658166716 -0.32018529495243797 -0.23795621833416192 -0.14808391472261206 12.043292845739927 12.043292845739927 49.85999425440008 49.85999425440008 59477.47677080007 59469.47592590004 18.003424555491943 18.003424555491943 18.50825241107523 0.622300706852203 3.1150784323400256 17.920823455556626 103.7676275472095 12.6387065892092 0.0068174926691385584 15.219460070543288 16.254947846708298 15.551407009773254 0.975 """""" """""" """""" """""" 8 True True all False False 0 1.3300981161866121 0.1236134576237299 103.76972432596949 12.634141196253701 0.0010707109223090372 17.947637892146112 18.933594732227327 18.280482344202994 0.9888888888888889 False False 0.3 0.7 1.5 0.02 8 3 8.000844900030643 17.920823455556626 3.1150784323400256 0.7035408369350442 5.752928487933649 -1.7484767087836453 -2.956845401301976 False 0.053 Inputed -18.37434566305932 -18.879173518642606 """""" """""" """"""
-0.12124842712013853 0.4722716900314314 -6.249172781598367 19.40174570030926 5290.321524669844 211.9307226456572 66 39 39 27.045069499872625 80 True True 2021wym 259.73060416666664 26.27410833333333 SNIa 0.12 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 259.73060416666664 26.27410833333333 TNS 2021wym ZTF21abujdzr 2021wym SNIa 0.12 0.03636447864836967 0.327286940202697 0.10383730653520828 0.17473053751247392 0.327286940202697 0.4950971899376988 13.023640241146033 13.023640241146033 14.021429258726592 14.021429258726592 59454.25795139978 59441.17244210001 19.161443455291955 19.254172964923942 19.161443455291955 0.2338267454322083 1.8208346719308914 18.828924975744282 259.730994238027 26.268889785464502 0.06450880352337274 18.187873662137985 18.86244805939436 18.434864834688902 0.985 """""" """""" """""" """""" 2 False True all False False 0 0.7 9.877442565050567 259.72961533 26.27670485 0.45384352028260644 22.81 23.64 25.502296330857277 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.085509299766272 0.0 0.0 0.0 0.0 4.385827035076058 4.108556544708044 True 0.12 Inputed -19.52699987046256 -19.434270360830574 """""" """""" """"""
-0.19038141800316905 0.364719230419306 -7.649620509158089 18.51819900041405 5098.229335336489 151.23529181713755 20 15 15 29.91194440005347 49 True True 2020hks 224.39108749999997 20.458961111111112 SNIa 0.065 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 224.39108749999997 20.458961111111112 TNS 2020hks ZTF20aauwjla 2020hks SNIa 0.065 0.11989755739909214 0.5700535948517604 0.22137240540821068 0.32997319217236765 0.5700535948517604 0.843373642347764 9.648031833990363 9.648031833990363 20.26391256606311 20.26391256606311 58955.42101849988 58943.4212962999 18.338803654758014 18.353536193395513 18.338803654758014 1.4364785376394784 0.748526237623285 46.53732860805583 224.40181653089752 20.46708917345595 0.3340187174164697 18.23206514735222 19.447841417195797 18.615036319748164 0.97 """""" """""" """""" """""" 27 False True all False False 0 0.45005429105678696 7.526642146026208 224.3932781054365 20.45856274432305 0.0010299445572244936 15.143174741257429 15.795701574530602 15.312512189953328 0.0 False False 0.3 0.7 1.5 0.02 8 3 11.99972219998017 0.0 0.0 0.0 0.0 5.286463806604488 4.931196345241986 True 0.065 Inputed -18.99298885420339 -18.97825631556589 """""" """""" """"""
-0.2151942356484012 0.23782378932346687 -6.7048051282972505 17.18355141812298 5296.390255480107 110.61738029479136 27 19 19 52.981145800091326 39 True True 2019bue 135.64493124999 14.524502194444 SNIa 0.0308 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 135.64493124999 14.524502194444 TNS 2019bue ZTF19aamgttu 2019bue SNIa 0.0308 0.07884379158722865 0.7083300048849495 0.215317971730137 0.36507558306562515 0.7083300048849495 1.1172522868721018 10.94944484694614 10.94944484694614 42.03170095314519 42.03170095314519 58567.19009259995 58556.20993060013 16.69254880284963 16.69254880284963 16.797075928732294 5.4563581027186165 1.6541052056643242 0.5797908988305978 135.645059658433 14.5243997911031 0.0003215689563439428 15.753329349213839 16.794131844520567 16.086421356550453 0.9649999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.6541052056643242 0.5797908988305978 135.645059658433 14.5243997911031 0.0003215689563439428 15.753329349213839 16.794131844520567 16.086421356550453 0.9649999999999999 False False 0.3 0.7 1.5 0.02 8 3 10.980161999817938 0.5797908988305978 1.6541052056643242 0.7077104879701146 0.3505163376822463 0.10158304167093846 -0.7106545721818414 False 0.0308 Inputed -18.89529878062585 -18.999825906508516 """""" """""" """"""
-0.15607813017466957 0.23739028902627615 -6.553421311106557 19.272605610684003 5812.3780279331695 103.35700706652298 53 45 45 57.793715299572796 43 True True 2020hhh 224.56592916666665 33.114247222222225 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 224.56592916666665 33.114247222222225 TNS 2020hhh ZTF20aauvmix 2020hhh SNIa 0.1 -0.04493662624025774 0.5782978601831736 0.08834983499090043 0.2359038255066288 0.5782978601831736 0.9921866187162962 11.502118102198132 11.502118102198132 46.291597197374664 46.291597197374664 58963.30454860022 58954.46266200021 18.811571335364345 18.811571335364345 18.89112219487635 0.7489028780385483 0.7181055451551119 0.1641138533979063 224.56587739889198 33.11426129769495 0.003448954380151359 21.096808017442825 21.494410304701923 21.281928184412717 0.9071428571428573 """""" """""" """""" """""" 0 False True all False False 0 0.7181055451551119 0.1641138533979063 224.56587739889198 33.11426129769495 0.003448954380151359 21.096808017442825 21.494410304701923 21.281928184412717 0.9071428571428573 False False 0.3 0.7 1.5 0.02 8 3 8.841886600013822 0.1641138533979063 0.7181055451551119 0.21248212028920577 0.2285372317553368 2.6828389693375776 2.390805989536368 False 0.1 Inputed -19.39261990359458 -19.472170763106583 """""" """""" """"""
-0.1219693740258499 0.38830640388245946 -7.874966181008059 18.652753599549612 5167.41337646983 133.35331713772615 39 18 18 33.99398149969056 48 True True 2021rdt 215.28930416666662 2.4237249999999997 SNIa 0.064 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 215.28930416666662 2.4237249999999997 TNS 2021rdt ZTF21abifrsi 2021rdt SNIa 0.064 0.11249449092341024 0.6299356237385894 0.22751305293348878 0.3517244441642333 0.6299356237385894 0.9519469020565374 14.85667015974569 14.85667015974569 19.137311339944873 19.137311339944873 59408.18782409979 59393.211909700185 18.421527117568036 18.421527117568036 18.449516255570845 0.5420550299365466 0.8951772799337963 0.3430377331618349 215.28922173859348 2.4236770665473903 0.0010476584089589291 18.916639148004055 19.395694600331783 19.157017517427207 0.9550000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.8951772799337963 0.3430377331618349 215.28922173859348 2.4236770665473903 0.0010476584089589291 18.916639148004055 19.395694600331783 19.157017517427207 0.9550000000000001 False False 0.3 0.7 1.5 0.02 8 3 14.975914399605244 0.3430377331618349 0.8951772799337963 0.23867708290457657 0.3832064785951723 0.9741674827637468 0.7075012618563612 False 0.064 Inputed -18.848115628105724 -18.876104766108533 """""" """""" """"""
-0.14905087215987514 0.3762697063273678 -3.197317305941832 18.338737434456586 4972.44023689335 79.53797635692484 36 23 23 34.941111099906266 32 True False 2021ipf 174.46072916666665 -7.228375 SNIa 0.055735 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 174.46072916666665 -7.228375 TNS 2021ipf ZTF21aasuazz 2021ipf SNIa 0.055735 0.14170918798440013 1.1251284509291537 0.3437539559465286 0.5730849601254455 1.1251284509291537 1.8247450011809008 12.363548694627745 12.363548694627745 22.57756240527852 22.57756240527852 59319.25447920011 59310.25143520022 18.169833542410302 18.169833542410302 18.198938040189624 1.124914381279432 3.7098199798452223 1.7818932491377781 174.46107132 -7.22801475 0.0007522001752378049 14.711994311112166 16.034962489938735 15.161787407577037 0.99 """""" """""" """""" """""" 0 False True all False False 0 3.7098199798452223 1.7818932491377781 174.46107132 -7.22801475 0.0007522001752378049 14.711994311112166 16.034962489938735 15.161787407577037 0.99 False False 0.3 0.7 1.5 0.02 8 3 9.003043999895453 1.7818932491377781 3.7098199798452223 0.8731750823616977 0.4803179827642528 -2.134871052471567 -3.0371506326125868 False 0.055735 Inputed -18.794305722575924 -18.823410220355246 """""" """""" """"""
-0.1531607675596122 0.2736226498568319 -17.328255062360142 18.481118587279706 5404.652208861156 186.5019924275087 15 15 15 22.99489580001682 49 True True 2020xlk 154.64920833333332 11.893888888888888 SNIa 0.060119 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 154.64920833333332 11.893888888888888 TNS 2020xlk ZTF20acjrytv 2020xlk SNIa 0.060119 0.09632169917658473 0.446201737769524 0.17672134719323296 0.26170523155889924 0.446201737769524 0.6514534009232804 -8.827692427637583 -8.827692427637583 31.822588227654403 31.822588227654403 59142.538379599806 59142.499548600055 18.42120547161977 18.48540862211064 18.42120547161977 2.215800143355459 2.8759265630627553 6.727390873934301 154.649059829608 11.89202582782395 0.0014912038656126336 15.222570723538398 16.289627539265155 15.566795230442285 0.99 """""" """""" """""" """""" 2 False True all False False 0 0.7 1.732063356024521 154.649479600452 11.8934876101852 0.011375052090009663 21.534937927896976 23.20496422574997 22.131864156866072 0.0875 False False 0.3 0.7 1.5 0.02 8 3 0.03883099975064397 6.727390873934301 2.8759265630627553 0.7228323088228699 2.3392081565427314 -2.1957810828454853 -2.8544102411774865 False 0.060119 Inputed -18.738657407772354 -18.674454257281486 """""" """""" """"""
-0.0029402670490236123 0.4944988381783795 -10.541316368925791 18.038254527610075 5197.336847948149 152.89684851769363 43 31 31 73.9359837998636 58 True True 2020abbi 186.41579166666662 -2.9498388888888893 SNII 0.025144 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 186.41579166666662 -2.9498388888888893 TNS 2020abbi ZTF20actnzzk 2020abbi SNII 0.025144 0.1185786743136994 0.5627765242722802 0.21882069473412002 0.32602601313248414 0.5627765242722802 0.8319517801077332 235.9637231854752 235.9637231854752 -162.0277393856116 -162.0277393856116 59184.52577550011 59177.52635420021 17.947129755398944 17.947129755398944 18.001920445215564 2.035181936627305 5.486986961673088 17.052109331073144 186.42044917275348 -2.950734099044735 0.001917314801732961 13.371618390314579 14.778412855068446 13.87085268582821 0.9800000000000001 """""" """""" """""" """""" 6 False True all False False 0 0.8575560184750053 4.524034631105899 186.41594114 -2.94859111 0.017584891952763915 20.070280872678758 15.552272068417071 16.01513626447916 1.0 False False 0.3 0.7 1.5 0.02 8 3 6.99942129990086 17.052109331073144 5.486986961673088 0.9075601692402362 3.107736440815895 -3.168716900330498 -4.131067759387355 False 0.025144 Inputed -17.246814534934977 -17.301605224751597 """""" """""" """"""
-0.16056853442539284 0.23343461917340863 -6.938155066331006 18.196001122674645 5734.956188645504 206.21934375512882 20 6 6 17.988715200219303 44 True False 2020ctm 80.19520833333331 -9.022438888888889 SNIa 0.045 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 80.19520833333331 -9.022438888888889 TNS 2020ctm ZTF20aanbvqg 2020ctm SNIa 0.045 -0.06612802814503027 0.2106501891233563 -0.0021769671674753965 0.06518180286787612 0.2106501891233563 0.37137317049811713 13.06860478657132 13.06860478657132 4.920110413647984 4.920110413647984 58904.13127310015 58893.18515049992 17.76044442673544 17.76044442673544 17.846608460648614 1.3371028522134698 2.6559614869545083 5.798909018913348 80.19360671 -9.02274318 0.004327039198059879 16.93762187681198 17.53164544763565 17.171673320674895 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.6559614869545083 5.798909018913348 80.19360671 -9.02274318 0.004327039198059879 16.93762187681198 17.53164544763565 17.171673320674895 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.94612260023132 5.798909018913348 2.6559614869545083 0.35997212696075565 2.183355838326835 -0.22879897909978908 -0.6749351399737193 False 0.045 Inputed -18.676566979099288 -18.762731013012463 """""" """""" """"""
-0.14052420598602172 0.31673925384293034 -10.232802843646233 18.517861458537617 5622.341546007673 69.42010858092866 23 18 18 30.920891200192273 42 True True 2020hgg 187.23491666666663 40.84728055555556 SNIa 0.0649 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 187.23491666666663 40.84728055555556 TNS 2020hgg ZTF20aautzig 2020hgg SNIa 0.0649 0.11836861273510024 1.2714227516130627 0.348369483630524 0.6142740195591543 1.2714227516130627 2.1318564877932715 5.937461320325353 5.937461320325353 24.983429879866918 24.983429879866918 58962.25920139998 58954.27027780004 18.25978393353867 18.27773515085664 18.25978393353867 1.4540005327460312 2.3926442904376493 3.9991455980603026 187.2347526311805 40.8461766338799 0.000703931725219098 15.155761267602443 16.36784919253826 15.58721925826788 0.975 """""" """""" """""" """""" 0 False True all False False 0 2.3926442904376493 3.9991455980603026 187.2347526311805 40.8461766338799 0.000703931725219098 15.155761267602443 16.36784919253826 15.58721925826788 0.975 False False 0.3 0.7 1.5 0.02 8 3 7.988923599943519 3.9991455980603026 2.3926442904376493 0.7806299342703795 1.6714334069811945 -1.9098859583183803 -2.6725646752707917 False 0.0649 Inputed -19.068615960797885 -19.050664743479917 """""" """""" """"""
-0.12309930210703246 0.3133067525812583 -5.37097953537784 17.502481745960953 5632.777681618983 132.9082872634496 186 169 169 73.84204859985039 68 True False 2019lvf 346.07666708333 46.536119 SNIa 0.048083 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 346.07666708333 46.536119 TNS 2019lvf ZTF19abimlck 2019lvf SNIa 0.048083 -0.03391348804525762 0.43289753752036475 0.06946357917791346 0.18138072809576045 0.43289753752036475 0.7250777687995758 13.184805177522588 13.184805177522588 60.657243422327795 60.657243422327795 58699.43471059995 58690.306863400154 17.00118922436513 17.00118922436513 17.148491458779567 2.112426250643332 4.493560711704983 6.246810428543482 346.07907193 46.5366428 0.0009816864319163177 14.11315648727417 15.063708912849426 14.425493613433838 0.65 """""" """""" """""" """""" 0 False True all False False 0 4.493560711704983 6.246810428543482 346.07907193 46.5366428 0.0009816864319163177 14.11315648727417 15.063708912849426 14.425493613433838 0.65 False False 0.3 0.7 1.5 0.02 8 3 9.127847199793905 6.246810428543482 4.493560711704983 0.6382152994155881 1.3901693621878908 -1.9374803115157047 -2.722997845345729 False 0.048083 Inputed -19.520171180781432 -19.667473415195868 """""" """""" """"""
-0.11232462692384977 0.4167960835495511 -7.50286255271636 18.038175445866305 5811.208517455353 161.14650889575637 27 16 16 42.00287039997056 42 True False 2020anv 41.671970833333326 7.754505555555555 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 41.671970833333326 7.754505555555555 TNS 2020anv ZTF20aagzqsb 2020anv SNIa 0.07 -0.06650526729490025 0.29811638123109674 0.015911214317064548 0.10396673421286806 0.29811638123109674 0.5183092794700812 13.24097859807668 13.24097859807668 28.76189180189388 28.76189180189388 58884.10487269983 58871.152361100074 17.74879350914316 17.74879350914316 17.80892822566148 1.3297178064099269 2.2499669963718767 0.6574172868313233 41.67178896 7.7545351 0.0024829971894833047 17.647004582643508 18.212389917469025 17.963427348423004 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.2499669963718767 0.6574172868313233 41.67178896 7.7545351 0.0024829971894833047 17.647004582643508 18.212389917469025 17.963427348423004 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.952511599753052 0.6574172868313233 2.2499669963718767 0.24896256904602154 0.292189746734696 0.46359640832586635 0.1544991227615249 False 0.07 Inputed -19.686237725929317 -19.746372442447637 """""" """""" """"""
-0.17890983335620975 0.2377793021995417 -6.200444000908817 18.735449171936644 5859.139326971285 170.88940935530604 37 28 28 57.89928240003064 49 True True 2019gel 227.49140916666 14.518151611111 SNIa 0.0763 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 227.49140916666 14.518151611111 TNS 2019gel ZTF19aavounq 2019gel SNIa 0.0763 -0.09001176676531486 0.24463013475735806 -0.013975968992070875 0.06698841853848236 0.24463013475735806 0.4448561904378181 13.76475477579493 13.76475477579493 44.134527624235716 44.134527624235716 58644.20896989992 58632.272465299815 18.112491583496155 18.112491583496155 18.32545372442938 1.0016332375667925 3.4850774142826926 5.075489040722314 227.48996085779498 14.5182996774207 0.0027314433648705227 16.08885422270775 17.05727827257514 16.4278892711401 0.99 """""" """""" """""" """""" 0 False True all False False 0 3.4850774142826926 5.075489040722314 227.48996085779498 14.5182996774207 0.0027314433648705227 16.08885422270775 17.05727827257514 16.4278892711401 0.99 False False 0.3 0.7 1.5 0.02 8 3 11.936504600103945 5.075489040722314 3.4850774142826926 0.6293890014350403 1.4563490096150313 -1.0552133109210153 -1.8975644532892808 False 0.0763 Inputed -19.359888116800185 -19.57285025773341 """""" """""" """"""
-0.11279924953062985 0.4869365976202771 -6.373812565221371 18.249731216983598 3772.26146114723 92.02639486609289 26 22 22 27.94077550014481 49 True False 2021wwf 51.102279166666655 -18.72606944444444 SNIbc 0.028 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 51.102279166666655 -18.72606944444444 TNS 2021wwf ZTF21abvcugy 2021wwf SNIbc 0.028 0.680327223722216 1.7801382652824778 0.9145217423079082 1.1742753621388111 1.7801382652824778 2.519655547781987 11.005828712924979 11.005828712924979 16.93494678721983 16.93494678721983 59460.460138900205 59449.4601619998 18.209274313877856 18.471687283697584 18.209274313877856 1.133513872401798 4.545632327467017 5.869242811954568 51.10188785 -18.72448178 0.003574747860482619 15.845603040313721 16.327281966066362 15.989140074265002 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 2.7449918893294276 51.10295568 -18.72565604 0.019373691983581853 21.38648295354843 19.589445175099375 21.029213155317308 0.65 False False 0.3 0.7 1.5 0.02 8 3 10.999976900406182 5.869242811954568 4.545632327467017 0.3381418918013601 1.2911829178285328 -2.1444053176312217 -2.220134239612854 False 0.028 Inputed -17.2746284391144 -17.012215469294674 """""" """""" """"""
-0.16861776056593136 0.3583032024726652 -5.878178095113349 18.9827832389512 5059.916898255662 216.54691264924617 58 16 16 26.87768519995734 46 True True 2020vnl 20.3234875 28.43212777777778 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 20.3234875 28.43212777777778 TNS 2020vnl ZTF20aciaxil 2020vnl SNIa 0.07 0.09653047729516118 0.3932501824271455 0.16551569677122302 0.2378822575820152 0.3932501824271455 0.5636630167938783 7.193586995269028 7.193586995269028 19.68409820468831 19.68409820468831 59138.32291670004 59131.338148099836 18.72624483704792 18.804704714838593 18.72624483704792 0.3520467431977899 2.994061336440859 3.7766186947564364 20.3244170118583 28.43147021524155 0.002186993661072112 16.314810752387046 17.222667700562475 16.721945076570513 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.994061336440859 3.7766186947564364 20.3244170118583 28.43147021524155 0.002186993661072112 16.314810752387046 17.222667700562475 16.721945076570513 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 6.984768600203097 3.7766186947564364 2.994061336440859 0.5007226239919618 1.2613698486370455 -1.5820370142761178 -2.004299760477405 False 0.07 Inputed -18.768921114542877 -18.690461236752203 """""" """""" """"""
-0.12327209148432923 0.27202161139016323 -7.372110658495904 17.468703563434268 5924.05811887181 157.79137878163226 31 22 22 57.950682800263166 48 True True 2018jkb 35.290832916666 -4.073269 SNII 0.021 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 35.290832916666 -4.073269 TNS 2018jkb ZTF18acszayr 2018jkb SNII 0.021 -0.0907436792272236 0.2752970640345467 -0.008229775666386274 0.08008444446232232 0.2752970640345467 0.4973874620202423 16.133403660529055 16.133403660529055 41.81727913973411 41.81727913973411 58469.16548610013 58456.220949099865 16.930483017958995 16.930483017958995 17.124822933823662 6.736216079757527 5.301414939138503 35.56174873512862 35.298819320696495 -4.079110208876125 0.04804859260805905 16.051384657108784 16.540841426626443 16.284224904408454 0.9799999999999999 """""" """""" """""" """""" 12 False True all False False 0 0.6956108188993085 11.82969213387141 35.28984986011595 -4.076405310538215 0.2899898710756247 21.594841237205863 24.833468556427956 22.9032800773108 0.8666666666666666 False False 0.3 0.7 1.5 0.02 8 3 12.944537000264972 0.0 0.0 0.0 0.0 6.709516982041006 6.145177066176338 True 0.021 Inputed -17.730569012046313 -17.92490892791098 """""" """""" """"""
-0.12033282922118792 0.3161469233734301 -17.31120925726115 18.79428775035892 5155.574973979492 207.1533429780233 22 11 11 15.955289400182664 41 True False 2021bnk 183.64674999999997 -7.390588888888889 SNIa 0.075 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 183.64674999999997 -7.390588888888889 TNS 2021bnk ZTF21aagsfzc 2021bnk SNIa 0.075 0.15258896649659448 0.4763061127805841 0.22765968222967814 0.3065396063601753 0.4763061127805841 0.6631093170741345 -6.744340318396954 -6.744340318396954 22.69962971857962 22.69962971857962 59249.41622690018 59248.4190508998 18.61640214846191 18.745212991652735 18.61640214846191 1.5360153269029475 1.1520174389579996 2.167638588134744 183.6463751 -7.39106252 0.0009373014240562361 17.31923818101883 18.37583049888611 17.688756581759453 0.9700000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.1520174389579996 2.167638588134744 183.6463751 -7.39106252 0.0009373014240562361 17.31923818101883 18.37583049888611 17.688756581759453 0.9700000000000001 False False 0.3 0.7 1.5 0.02 8 3 0.9971760003827512 2.167638588134744 1.1520174389579996 0.6870739171266571 1.8816022352017296 -0.3693824927666256 -0.9276455667024557 False 0.075 Inputed -19.030999274891556 -18.90218843170073 """""" """""" """"""
-0.08639237291347654 0.4556199306809386 -7.578683831616332 19.21709487792484 6612.224142115199 207.3086455564613 29 21 21 43.962916700169444 37 True True 2019lwu 347.801272734 -1.00297512304 TDE 0.117 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 347.801272734 -1.00297512304 TNS 2019lwu ZTF19abidbya 2019lwu TDE 0.117 -0.23216691784663368 0.004649353242424326 -0.1776054988378135 -0.12003041588161523 0.004649353242424326 0.1428733064719374 7.529576641216283 7.529576641216283 36.43334005895316 36.43334005895316 58694.42737270007 58688.418252300005 18.72270804288976 18.72270804288976 18.988219277490362 0.6513630875263914 0.9911390697541576 0.07477403056480425 347.8012759002475 -1.00299565093028 0.001273898299500309 18.95165025881648 20.008611550934315 19.29608527491927 0.99 """""" """""" """""" """""" 0 False True all False False 0 0.9911390697541576 0.07477403056480425 347.8012759002475 -1.00299565093028 0.001273898299500309 18.95165025881648 20.008611550934315 19.29608527491927 0.99 False False 0.3 0.7 1.5 0.02 8 3 6.0091204000636935 0.07477403056480425 0.9911390697541576 0.7125262760150441 0.07544252148525557 1.285903508044555 0.30786599742890886 False 0.117 Inputed -19.643956694121577 -19.90946792872218 """""" """""" """"""
-0.1575239949452052 0.21864446900126433 -6.900431301262511 18.96539990218146 5673.349195944425 120.04258721130599 51 36 36 52.955671300180256 58 True True 2021gqm 153.76115 3.7965305555555555 SNIa 0.082 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 153.76115 3.7965305555555555 TNS 2021gqm ZTF21aaqgrrf 2021gqm SNIa 0.082 -0.02078817367604202 0.5104347657011239 0.09538246023984343 0.22216855131636493 0.5104347657011239 0.8502208471630652 14.76990033319384 14.76990033319384 38.18577096698642 38.18577096698642 59303.25552080013 59291.23646989977 18.433511709160335 18.433511709160335 18.5412732172053 0.592771010906262 0.8275472490767597 0.15613037951502545 153.76110718441652 3.7965230869077597 0.002451673686734268 20.279036862306 20.904538118700984 20.478643075374364 0.9500000000000002 """""" """""" """""" """""" 0 False True all False False 0 0.8275472490767597 0.15613037951502545 153.76110718441652 3.7965230869077597 0.002451673686734268 20.279036862306 20.904538118700984 20.478643075374364 0.9500000000000002 False False 0.3 0.7 1.5 0.02 8 3 12.019050900358707 0.15613037951502545 0.8275472490767597 0.4258950433266193 0.1886664232032792 2.4710264095406487 1.9373698581690633 False 0.082 Inputed -19.30322728524124 -19.410988793286204 """""" """""" """"""
-0.05265004692626522 0.504884472582227 -10.174829258451318 19.30272550305441 6233.470587484076 80.99672122930437 47 44 44 49.861759199760854 50 True True 2021uou 40.43317083333333 -2.247202777777778 SNIa 0.14 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 40.43317083333333 -2.247202777777778 TNS 2021uou ZTF21abpmirq 2021uou SNIa 0.14 -0.05499999932022348 0.7806559979148417 0.11613854749303698 0.3108574141740661 0.7806559979148417 1.376557415389172 12.79117769942771 12.79117769942771 37.07058150033315 37.07058150033315 59434.44271990005 59424.457245400175 19.008595575755045 19.008595575755045 19.142824146969573 0.6366780044685487 0.6922575374964067 0.553251343600243 40.43330490884995 -2.24727807202195 0.0023591193771573815 20.51487587762773 20.96901641369939 20.671640336282252 0.6950000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.6922575374964067 0.553251343600243 40.43330490884995 -2.24727807202195 0.0023591193771573815 20.51487587762773 20.96901641369939 20.671640336282252 0.6950000000000001 False False 0.3 0.7 1.5 0.02 8 3 9.985474499873817 0.553251343600243 0.6922575374964067 0.29737607741713745 0.7991987282668117 1.9604208379443442 1.5288161893126784 False 0.14 Inputed -19.888702720839184 -20.022931292053713 """""" """""" """"""
-0.16035030866685657 0.2804577857162949 -6.873016636316531 18.754565139112398 4155.995255289278 64.9137145741701 43 22 22 22.87855329969898 103 True True 2021wwq 270.6706458333333 42.79592777777778 SNIa 0.050185 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 270.6706458333333 42.79592777777778 TNS 2021wwq ZTF21abvbihc 2021wwq SNIa 0.050185 0.5606848004015816 2.1748185789966143 0.8810086488894555 1.252128728992627 2.1748185789966143 3.3942987106063036 10.966237034565555 10.966237034565555 11.912316265133423 11.912316265133423 59460.195995400194 59450.28520830022 18.464691807827357 18.839841153923828 18.464691807827357 1.6372165590405876 5.299120897330113 7.795978907284323 270.6677540005285 42.795495523285396 0.0008231909777366431 13.39685473959863 14.70258232298255 13.842351028306485 0.99 """""" """""" """""" """""" 2 True True all False False 0 0.7 2.639804695946258 270.671192168776 42.795313787046695 0.021899733346139927 21.63041263780713 23.054795624256133 22.197677137019635 0.3 False False 0.3 0.7 1.5 0.02 8 3 9.910787099972367 7.795978907284323 5.299120897330113 0.8602312946760655 1.4711834393535383 -4.137258830941278 -4.622340779520872 False 0.050185 Inputed -18.29796113273909 -17.92281178664262 """""" """""" """"""
-0.14253086213657576 0.22172867339958124 -8.86761158674649 18.353635559422077 4202.214439217176 390.9772473247699 47 30 30 72.85715280007571 62 True False 2018ddu 248.94400999999 71.687567194444 SNIc 0.03048 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 248.94400999999 71.687567194444 TNS 2018ddu ZTF18abecbks 2018ddu SNIc 0.03048 0.38719411157550354 0.5762621352929855 0.43267787048652195 0.4793347440136664 0.5762621352929855 0.6781707664775318 10.576974367286107 10.576974367286107 62.280178432789604 62.280178432789604 58312.243217600044 58303.36687499983 17.784581256505057 18.26756354563371 17.784581256505057 4.542365489932968 4.257768844149995 4.567364514749828 248.94067773 71.68685068 0.001418042226865146 14.925289324474335 15.440223437356948 15.065185035812855 0.99 """""" """""" """""" """""" 0 False True all False False 0 4.257768844149995 4.567364514749828 248.94067773 71.68685068 0.001418042226865146 14.925289324474335 15.440223437356948 15.065185035812855 0.99 False False 0.3 0.7 1.5 0.02 8 3 8.876342600211501 4.567364514749828 4.257768844149995 0.37503840154409396 1.0727131232183271 -2.8273401082767613 -2.719396220692202 False 0.03048 Inputed -17.88494280673541 -17.401960517606756 """""" """""" """"""
-0.20817392903609977 0.16314935770053174 -7.370288058963281 18.49751190031138 6285.990786780859 84.71597330164148 188 160 160 62.789988399948925 34 True True 2020hr 139.62375416666666 28.141616666666668 SNIa 0.0821 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 139.62375416666666 28.141616666666668 TNS 2020hr ZTF20aaavvlv 2020hr SNIa 0.0821 -0.11442174819502426 0.6383456619428074 0.040709024729896015 0.21653726788716554 0.6383456619428074 1.169276273955301 14.336669353176282 14.336669353176282 48.45331904677264 48.45331904677264 58862.423125000205 58849.42565969983 17.728287703036134 17.728287703036134 17.999409264806328 0.8392659187004851 2.1677364034885653 15.08083009991656 139.619330459292 28.140089380682 0.008650399754935867 16.033830708670617 16.982163848291634 16.408277447028162 0.9949999999999999 """""" """""" """""" """""" 5 False True all False False 0 0.8674800761767614 5.79574053276936 139.625198865269 28.1406322891742 0.10082383135946626 21.837960186623334 22.498120641970637 21.965936258256434 0.1625 False False 0.3 0.7 1.5 0.02 8 3 12.997465300373733 15.08083009991656 2.1677364034885653 0.5738864012634721 6.95694830591339 -0.7461238547444999 -1.591131817778166 False 0.0821 Inputed -19.847784992987798 -20.11890655475799 """""" """""" """"""
-0.3045656516177589 0.5065957651605704 -18.345769771329337 13.472898282149139 7909.862009790792 266.6913601594487 26 10 10 16.05387740023434 183 True False 2018emz 302.96739625 13.873027305555 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 302.96739625 13.873027305555 TNS 2018emz ZTF18ablerlf 2018emz CV 0.0 -0.38104891698544385 -0.22882760199298957 -0.34543000212311625 -0.3082232596348007 -0.22882760199298957 -0.14241898286432786 -16.09057174366548 -16.09057174366548 32.14444914389982 32.14444914389982 60084.427222200204 60084.40484949993 14.688710799788398 14.688710799788398 15.206218921795223 52.37871814655958 0.7182042728580115 0.6154387508831334 302.96725066 13.87293114 0.0028108969799681693 20.622072751522065 21.032064464378358 21.080914995765685 0.45 """""" """""" """""" """""" 0 False True all False False 0 0.7182042728580115 0.6154387508831334 302.96725066 13.87293114 0.0028108969799681693 20.622072751522065 21.032064464378358 21.080914995765685 0.45 False False 0.3 0.7 1.5 0.02 8 3 0.02237270027399063 0.6154387508831334 0.7182042728580115 -0.04885053138732687 0.8569132406217321 6.34335366458996 5.874696073970462 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.18468060963895183 0.4013911675825449 -2.5457381419630427 17.945471491588737 4114.9809652851345 91.27665650554476 40 17 17 25.876388899981976 40 True False 2020yig 269.99229166666663 68.49794722222222 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 269.99229166666663 68.49794722222222 TNS 2020yig ZTF20acnrphs 2020yig SNIa 0.05 0.4337772475715589 1.4174781095181075 0.6422977345430212 0.8742887141098343 1.4174781095181075 2.0833762713524457 12.321083015415372 12.321083015415372 13.555305884566604 13.555305884566604 59155.1240393999 59145.19990740018 17.756095389592097 18.165481015082555 17.756095389592097 0.6474216165082437 1.2564433177029724 11.826546649198326 269.98562951 68.50014492 0.006788586361150095 16.399830584597588 17.40910240635872 16.737291291809083 0.9400000000000001 """""" """""" """""" """""" 1 False True all False False 0 0.7 8.14097255338463 269.99617959 68.49970313 0.32770271346641844 22.752788117301463 23.828641162919997 22.50190511534214 0.6 False False 0.3 0.7 1.5 0.02 8 3 9.924131999723613 11.826546649198326 1.2564433177029724 0.6718111145496373 9.412718013272258 -0.7563786087238356 -1.0188040977830148 False 0.05 Inputed -18.99844324158318 -18.58905761609272 """""" """""" """"""
-0.061702014897393846 0.6192559108749038 -5.250647735303668 18.769640195347552 4997.560445200579 231.10214498286047 39 20 20 62.78193290019408 42 True True 2019vkl 29.128336666666 18.439928777777 SNIIn 0.064 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 29.128336666666 18.439928777777 TNS 2019vkl ZTF19acukucu 2019vkl SNIIn 0.064 0.10820780352906922 0.38681630627741725 0.17328827794070634 0.24134908855792503 0.38681630627741725 0.5454550664946076 28.297821720012784 28.297821720012784 34.484111180181294 34.484111180181294 58819.15016200021 58793.36864579981 18.64817840956537 18.765276684655785 18.64817840956537 2.383940645022407 1.8133178628117412 2.3903455114130754 29.1290291369864 18.43983214943355 0.001911586155438516 17.423344673235416 17.92076419990301 17.650202299830916 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.8133178628117412 2.3903455114130754 29.1290291369864 18.43983214943355 0.001911586155438516 17.423344673235416 17.92076419990301 17.650202299830916 1.0 False False 0.3 0.7 1.5 0.02 8 3 25.781516200397164 2.3903455114130754 1.8133178628117412 0.2705619000720958 1.3182164916781836 -0.844512484752773 -0.9979761097344557 False 0.064 Inputed -18.649453474111198 -18.532355199020785 """""" """""" """"""
-0.12498633658899258 0.35863668342472543 -4.666689879649402 19.131482833722572 6018.382305894367 97.94444084598845 47 30 30 43.90753469988704 74 True False 2021sbc 317.7719833333333 13.078744444444444 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 317.7719833333333 13.078744444444444 TNS 2021sbc ZTF21abjhxqg 2021sbc SNIa 0.1 -0.10929645534117327 0.5223114005131357 0.024313299849612946 0.17326387536754595 0.5223114005131357 0.9491969263730553 15.522955542109118 15.522955542109118 28.38457915777792 28.38457915777792 59408.37835650006 59396.39317130018 18.743985726061517 18.743985726061517 18.879854786285286 0.4826484984629137 3.9949690877865067 32.200243226110054 317.78017891 13.08277896 0.016198145161193445 14.893695432662964 23.64 16.815204680490496 0.5 """""" """""" """""" """""" 22 False True all False False 0 0.8911428634471995 3.187427581993184 317.77197858 13.07785906 0.0016898030408587505 17.717423433303832 18.306510941791533 17.852168856072424 0.0 False False 0.3 0.7 1.5 0.02 8 3 11.985185199882835 32.200243226110054 3.9949690877865067 6.824795319509505 8.060198344100643 4.8960142739384835 -2.06465010579479 False 0.1 Inputed -19.403887312185642 -19.53975637240941 """""" """""" """"""
-0.12019986196014279 0.3907183921767683 1.2793501977320632 16.63504361424669 4961.120848591633 86.78790572992457 23 12 12 43.91601849999279 50 True False 2018kav 72.727667083333 -17.986611 SNIa 0.0325 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 72.727667083333 -17.986611 TNS 2018kav ZTF18acxhvkv 2018kav SNIa 0.0325 0.06458147655597912 0.9015545823050459 0.23900085193788456 0.4352518706206858 0.9015545823050459 1.4825841690754977 19.113540450515906 19.113540450515906 24.802478049476882 24.802478049476882 58476.30982640013 58466.29401620012 16.778888309217418 16.91400084951398 16.778888309217418 0.8984786696798157 3.2559928204499697 3.926041894759044 72.72713303 -17.98757605 0.0021853247127814335 16.12574061665535 16.68363440294266 16.343399739551543 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.2559928204499697 3.926041894759044 72.72713303 -17.98757605 0.0021853247127814335 16.12574061665535 16.68363440294266 16.343399739551543 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.01581020001322 3.926041894759044 3.2559928204499697 0.3402346633911151 1.205789481506435 -0.23036644657132044 -0.4354885696658748 False 0.0325 Inputed -19.03106044711752 -18.89594790682096 """""" """""" """"""
-0.16640640198932363 0.09752902628170826 -13.999955645290996 17.902227509019486 4253.032912130325 145.8186842243221 111 71 71 68.85627320036292 71 True True 2018eoe 336.10153624999 18.071926222222 SNIb 0.020457 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 336.10153624999 18.071926222222 TNS 2018eoe ZTF18abktmfz 2018eoe SNIb 0.020457 0.4981881368982002 1.084702379503117 0.6305724495640028 0.7721064797508816 1.084702379503117 1.440500176619807 17.921939766732763 17.921939766732763 50.93433343363016 50.93433343363016 58349.3333796002 58331.398958299775 17.2634833123347 17.64629505170294 17.2634833123347 4.047660355858581 4.761166794772128 14.420680326175004 336.09736868112304 18.071335713239 0.0031704519990312097 14.455320067157745 14.972230538847446 14.593490397210122 1.0 """""" """""" """""" """""" 8 False True all False False 0 0.5789377002010571 6.734078913551088 336.10344655 18.07147792 0.01876161243694785 19.247716037034987 23.876343065595627 22.27808531987667 0.8999999999999999 False False 0.3 0.7 1.5 0.02 8 3 17.9344213004224 14.420680326175004 4.761166794772128 0.3787401416373246 3.0288122529144004 -2.6740645128554927 -2.6699929151245776 False 0.020457 Inputed -17.534723033003143 -17.151911293634903 """""" """""" """"""
-0.10112089941047508 0.3654330820328586 -4.802847733542322 18.878560870990476 5353.596765254956 203.7654162724795 34 17 17 51.90833339979872 57 True True 2018gwa 110.06974999999 41.346631 SNIIn 0.0659 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 110.06974999999 41.346631 TNS 2018gwa ZTF18abxbhov 2018gwa SNIIn 0.0659 0.011766250372847509 0.31001054533780703 0.08070318502424101 0.15329505552830724 0.31001054533780703 0.4830984369942648 17.150966854716238 17.150966854716238 34.75736654508248 34.75736654508248 58389.46438660007 58377.465706000105 18.585013991892975 18.585013991892975 18.72319729041452 1.6908633491730065 2.4858114464633454 4.528946056452859 110.0685892179655 41.345723660436704 0.0009985398993153094 15.417427284259796 16.260331086030007 15.732841053290366 0.99 """""" """""" """""" """""" 0 False True all False False 0 2.4858114464633454 4.528946056452859 110.0685892179655 41.345723660436704 0.0009985398993153094 15.417427284259796 16.260331086030007 15.732841053290366 0.99 False False 0.3 0.7 1.5 0.02 8 3 11.998680599965155 4.528946056452859 2.4858114464633454 0.5274900327396406 1.8219185782961758 -2.324682905862968 -2.990356237124155 False 0.0659 Inputed -18.638898789835693 -18.77708208835724 """""" """""" """"""
-0.13497302188435328 0.5155136390884534 -4.708499442128414 18.430160718464606 5327.4985503708085 215.90193603420974 29 15 15 28.03261570027098 48 True True 2019hak 161.32761208333 35.321939083333 SNIa 0.06758 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 161.32761208333 35.321939083333 TNS 2019hak ZTF19aawtqdv 2019hak SNIa 0.06758 0.016049407824667128 0.2967907798610625 0.08123105252311191 0.14966915958602556 0.2967907798610625 0.45840691775661924 15.202939593348407 15.202939593348407 12.829676106922573 12.829676106922573 58649.17581020016 58634.17343749991 18.25480400755193 18.25480400755193 18.35562193871899 1.1089880040323061 3.200502567361644 5.762183321325126 161.326845897414 35.320465608012995 0.001733787153014199 15.493003306293488 16.63865475963831 15.977128485000133 1.0 """""" """""" """""" """""" 2 False True all False False 0 0.7 2.0963185051954274 161.32832080851398 35.3218705240999 0.019404637847743933 21.917116798737048 25.05111476576805 24.55110570461273 0.049999999999999996 False False 0.3 0.7 1.5 0.02 8 3 15.002372700255364 5.762183321325126 3.200502567361644 0.6615262746381774 1.8003995310259102 -1.6161492479136186 -2.378493453718857 False 0.06758 Inputed -19.061962785903702 -19.162780717070763 """""" """""" """"""
-0.16331427699910517 0.21508875093111446 -7.110747281985503 19.069901798592245 5397.259034778631 122.20854381197245 37 31 31 66.00456020003185 56 True True 2019jzt 13.634217916666 34.378285 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 13.634217916666 34.378285 TNS 2019jzt ZTF19abbyauq 2019jzt SNIa 0.08 0.04853421216078502 0.5962310303605243 0.16880446843864405 0.29971104510698154 0.5962310303605243 0.9442246484173644 13.35471788593447 13.35471788593447 52.64984231409738 52.64984231409738 58669.466250000056 58658.41027780017 18.55490061054036 18.55490061054036 18.659422072010138 1.7624586608012798 1.892248545458162 7.84322914119291 13.6362333770905 34.37687800758705 0.004867735375056026 16.824470369796753 17.782285905332564 17.175534072709084 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.892248545458162 7.84322914119291 13.6362333770905 34.37687800758705 0.004867735375056026 16.824470369796753 17.782285905332564 17.175534072709084 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.055972199887037 7.84322914119291 1.892248545458162 0.6067518326234804 4.144925443340141 -0.772614705207797 -1.4838879993010536 False 0.08 Inputed -19.13051195006124 -19.235033411531017 """""" """""" """"""
-0.02972482168430355 0.3150531477598987 -21.513100311870538 18.83946152500329 5312.505766581085 204.29370785973862 75 23 23 72.81869210023433 68 True True 2019aje 193.43767041666 46.647666111111 SLSN-II 0.13 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 193.43767041666 46.647666111111 TNS 2019aje ZTF19aaeopgw 2019aje SLSN-II 0.13 0.14013433097598593 0.4661078391317055 0.21563664574031804 0.29503295520432715 0.4661078391317055 0.6546248893234221 81.04896832416574 81.04896832416574 -8.230276223931412 -8.230276223931412 58558.2176967999 58494.51251159981 18.606052659359367 18.626621934879108 18.606052659359367 0.7669063262433341 1.0584861664566494 1.9608802483575936 193.43744482 46.64818832 0.003786077790577158 19.40037518940568 19.970724748784303 19.575461015075444 0.95 """""" """""" """""" """""" 0 False True all False False 0 1.0584861664566494 1.9608802483575936 193.43744482 46.64818832 0.003786077790577158 19.40037518940568 19.970724748784303 19.575461015075444 0.95 False False 0.3 0.7 1.5 0.02 8 3 63.705185200087726 1.9608802483575936 1.0584861664566494 0.3952637337088589 1.8525327118083805 1.3441028139051951 0.9694083557160766 False 0.13 Inputed -20.260430596463028 -20.239861320943287 """""" """""" """"""
-0.2094096416887263 0.21154326690518752 -8.471936903269473 17.99644758219366 6137.405818878111 118.44484606190701 59 36 36 68.99481480009854 65 True True 2020adld 165.60879166666663 45.60503888888889 SNIa 0.05456 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 165.60879166666663 45.60503888888889 TNS 2020adld ZTF20acyvzbr 2020adld SNIa 0.05456 -0.10396726487988772 0.40088043091500225 0.005963643438001043 0.12627444436654756 0.40088043091500225 0.7259997974755947 12.993366984045826 12.993366984045826 56.00144781605271 56.00144781605271 59217.43576390017 59203.3881019 17.435426708130432 17.435426708130432 17.541820136251633 3.771514470272915 4.044904416594079 2.494841716971807 165.6087893894205 45.6057318986457 0.0027996668959772153 16.169581685338915 16.799977143648267 16.38780128882766 0.99 """""" """""" """""" """""" 0 False True all False False 0 4.044904416594079 2.494841716971807 165.6087893894205 45.6057318986457 0.0027996668959772153 16.169581685338915 16.799977143648267 16.38780128882766 0.99 False False 0.3 0.7 1.5 0.02 8 3 14.04766200017184 2.494841716971807 4.044904416594079 0.4121758548206067 0.6167863217575194 -0.6354495644821654 -1.1540188474239734 False 0.05456 Inputed -19.404561544135447 -19.51095497225665 """""" """""" """"""
-0.20791566541433568 0.22781491073841248 -8.516375938651736 18.951395880575838 5326.251486622443 198.31680965445895 111 47 47 56.840046300087124 107 True False 2020rxe 291.749425 41.78860833333333 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 291.749425 41.78860833333333 TNS 2020rxe ZTF20abuojuw 2020rxe SNIa 0.07 0.04572427127886414 0.36092464598776175 0.11846363214095135 0.1951391066887318 0.36092464598776175 0.5443961255505982 12.57842962803246 12.57842962803246 44.261616672054664 44.261616672054664 59092.27741899993 59078.29714119993 18.42941773173922 18.42941773173922 18.48349725224571 1.101697376146003 2.913572753974638 7.939746702531115 291.74951459 41.78640386 0.0022966970604242354 15.510401260089875 16.686411621189116 16.046972997426987 0.9 """""" """""" """""" """""" 0 False True all False False 0 2.913572753974638 7.939746702531115 291.74951459 41.78640386 0.0022966970604242354 15.510401260089875 16.686411621189116 16.046972997426987 0.9 False False 0.3 0.7 1.5 0.02 8 3 13.980277800001204 7.939746702531115 2.913572753974638 0.6394386237621283 2.725089562874265 -1.7430061105501053 -2.436524254818721 False 0.07 Inputed -19.011668699345087 -19.065748219851574 """""" """""" """"""
-0.02073422098726279 0.3612146335805987 -16.072873768490084 17.564843854183508 5246.699459640097 267.9944870387239 39 30 30 72.98479170026258 143 True False 2019xfs 287.52043666666 32.3448405 SLSN-II 0.116 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 287.52043666666 32.3448405 TNS 2019xfs ZTF19abxequc 2019xfs SLSN-II 0.116 0.09155336193660446 0.3260725569234779 0.14683891879310096 0.20431142470924613 0.3260725569234779 0.4573660078212818 94.99231883416707 94.99231883416707 -22.007527133904482 -22.007527133904482 58801.08079859987 58739.12682869984 17.416402173464995 17.47877896201227 17.416402173464995 0.1501898762100197 0.7 6.191364795996153 287.5224682 32.34495012 0.06073011987879562 21.01602449951172 23.51328544692993 21.562864010286333 0.5 """""" """""" """""" """""" 3 False True all False False 0 0.8956215076826491 2.053838827270778 287.52103066 32.34456912 0.0006879689586735127 17.304533284759522 17.995518021202088 17.536646632480622 0.0 False False 0.3 0.7 1.5 0.02 8 3 61.95396990003064 6.191364795996153 0.7 1.9504214366435981 8.844806851423076 6.03450648491766 4.146461836821338 False 0.116 Inputed -21.196702054513075 -21.1343252659658 """""" """""" """"""
-0.09425750966051255 0.338394289381409 -32.483099770594336 17.014855009190004 3386.1068173238377 353.3904329620872 19 19 19 60.9299536999315 46 True False 2021qzp 11.898499999999999 -20.427819444444445 SNIbc 0.02 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 11.898499999999999 -20.427819444444445 TNS 2021qzp ZTF21abkquhv 2021qzp SNIbc 0.02 0.9649447453372559 1.2417912150378783 1.0314080365950211 1.0996753279802398 1.2417912150378783 1.3916421516395587 -20.987532673123734 -20.987532673123734 81.91748637305524 81.91748637305524 59405.43714120006 59405.43714120006 17.244276708040744 18.531213168640306 17.244276708040744 3.7283183114398155 1.1690426383174555 9.206648279008462 11.89577098 -20.4278235 0.0010893276072703184 14.623117273676396 16.24105198709965 14.898309993505478 0.7625 """""" """""" """""" """""" 2 False True all False False 0 1.6657858449632459 7.206570541986498 11.8964158 -20.42738061 0.009618645035584406 17.967320209205152 16.081757467001676 19.626813975840808 0.65 False False 0.3 0.7 1.5 0.02 8 3 0.0 9.206648279008462 1.1690426383174555 1.3427419935941707 7.8753742397789095 -2.2901611815406575 -2.3459667145352654 False 0.02 Inputed -17.50461806044535 -16.217681599845786 """""" """""" """"""
-0.1414217565148749 0.29090367708666093 -5.428208683963905 19.129638407899016 5497.805392892413 143.66384653573675 56 34 34 51.88405090011656 42 True True 2021jof 242.84374583333332 28.87308888888889 SNIa 0.11 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 242.84374583333332 28.87308888888889 TNS 2021jof ZTF21aavhlok 2021jof SNIa 0.11 -0.0050449703097328324 0.431267997117736 0.09252218611785423 0.19748916346898326 0.431267997117736 0.6998185187914956 14.217443325529334 14.217443325529334 37.66660757458723 37.66660757458723 59328.350034699775 59317.4354514 18.710368551927985 18.710368551927985 18.873634012009244 0.5366014694875453 1.8335972618142276 5.819848569007706 242.84508910825048 28.871979929013598 0.004326490819023254 17.289762420829536 18.418645742421152 17.733765971597435 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.8335972618142276 5.819848569007706 242.84508910825048 28.871979929013598 0.004326490819023254 17.289762420829536 18.418645742421152 17.733765971597435 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.914583299774677 5.819848569007706 1.8335972618142276 0.6848797708237164 3.1740059227888118 -0.29172280950683316 -1.139868040411809 False 0.11 Inputed -19.621525770420444 -19.784791230501703 """""" """""" """"""
-0.10048843569911542 0.4621104085455457 -6.088178239573993 18.308689396119586 5806.099407773834 171.46869819839523 28 17 17 40.981423599645495 41 True True 2020kvl 193.3611458333333 -2.4458833333333336 SNIa 0.12 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 193.3611458333333 -2.4458833333333336 TNS 2020kvl ZTF20abbbumr 2020kvl SNIa 0.12 -0.07949759452047545 0.2568041607765963 -0.003042534154758414 0.07833913839621331 0.2568041607765963 0.457830741092387 18.633964934256053 18.633964934256053 22.347458665389443 22.347458665389443 59009.23101849994 58992.19086810015 18.08421614293558 18.08421614293558 18.187566691390362 0.5632572209009012 1.2224422562184287 1.7238210517521273 193.36097708375002 -2.4454351565916648 0.007011656044015102 20.118642253751755 20.425295531518458 20.1584837718147 0.9550000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.2224422562184287 1.7238210517521273 193.36097708375002 -2.4454351565916648 0.007011656044015102 20.118642253751755 20.425295531518458 20.1584837718147 0.9550000000000001 False False 0.3 0.7 1.5 0.02 8 3 17.04015039978549 1.7238210517521273 1.2224422562184287 0.2668117597037565 1.4101451769874938 2.3410793885828767 1.9709170804243392 False 0.12 Inputed -20.500876634364154 -20.604227182818935 """""" """""" """"""
-0.01044917461413003 0.33464308776918794 -23.484001209490877 17.85530185686142 2819.5816422496005 409.7819251956695 48 29 29 62.94682870013639 95 True False 2020nku 125.26795833333331 -22.514069444444445 SNIIn 0.02 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 125.26795833333331 -22.514069444444445 TNS 2020nku ZTF20acqnfzn 2020nku SNIIn 0.02 1.3343094530045931 1.6065979346789945 1.4000856883148103 1.4673720387124405 1.6065979346789945 1.7522388752136315 114.30245692902682 114.30245692902682 -51.355628228890424 -51.355628228890424 59200.503287000116 59167.48019680008 17.321083246209547 18.90183824125229 17.321083246209547 0.664130074768499 3.1922850770567575 2.9974185339508668 125.268709 -22.51360861 0.0009576424956622143 15.237036623287201 15.773177089500429 15.371270656633378 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.1922850770567575 2.9974185339508668 125.268709 -22.51360861 0.0009576424956622143 15.237036623287201 15.773177089500429 15.371270656633378 1.0 False False 0.3 0.7 1.5 0.02 8 3 33.02309020003304 2.9974185339508668 3.1922850770567575 0.40190643286705097 0.9389570359782671 -3.12866115175186 -1.9498125895761689 False 0.02 Inputed -17.427811522276546 -15.847056527233802 """""" """""" """"""
-0.11523102923802946 0.43339523314284256 -7.053600210313552 19.256606319460193 5512.888352013942 125.08223839959074 37 28 28 37.93853010004386 39 True True 2020wfg 126.44211249999996 43.30413333333333 SNIa 0.108 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 126.44211249999996 43.30413333333333 TNS 2020wfg ZTF20acinaeq 2020wfg SNIa 0.108 0.016566180480264592 0.5372424263944922 0.13115428357561854 0.2557035617925578 0.5372424263944922 0.8667539530787813 13.182488145425015 13.182488145425015 24.756041954618848 24.756041954618848 59143.475243099965 59130.49505789997 19.040892900979163 19.08235656535847 19.040892900979163 0.23333169747787988 1.4389142054771158 2.2018122396116326 126.4421111840245 43.3035217195721 0.0031493294682222173 18.55824872157693 19.21290289186716 18.838882798918483 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.4389142054771158 2.2018122396116326 126.4421111840245 43.3035217195721 0.0031493294682222173 18.55824872157693 19.21290289186716 18.838882798918483 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.980185199994594 2.2018122396116326 1.4389142054771158 0.3740200929486761 1.5301900775116435 0.13054632650868925 -0.2020101020606795 False 0.108 Inputed -19.413540533502076 -19.37207686912277 """""" """""" """"""
-0.19242699559971368 0.2061451713550045 -8.417071611329929 18.225688971127237 6034.062185056728 139.43513236994684 54 37 37 66.90533560002223 91 True False 2020ackf 103.41354999999999 19.08694722222222 SNIa 0.063 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 103.41354999999999 19.08694722222222 TNS 2020ackf ZTF20acvejem 2020ackf SNIa 0.063 -0.09670730340686617 0.32299963423388434 -0.00338572143215643 0.09738508657490996 0.32299963423388434 0.5838068372980487 13.777218935475952 13.777218935475952 53.128116664546276 53.128116664546276 59202.356886600144 59188.36921299994 17.52888533334691 17.52888533334691 17.742507679329186 2.588748156568977 0.7 4.772279887878405 103.41392293 19.08822515 0.139570187690774 22.81 22.008462779712676 24.72911961259842 0.95 """""" """""" """""" """""" 1 False True all False False 0 1.090523961819902 1.632058474630227 103.41307636 19.08701919 0.001498217599950391 18.330430450487135 18.951225619602205 18.49153882188797 0.0 False False 0.3 0.7 1.5 0.02 8 3 13.987673600204289 0.0 0.0 0.0 0.0 6.111114666653091 5.527492320670813 True 0.063 Inputed -19.520432128474788 -19.734054474457064 """""" """""" """"""
-0.09446226976761501 0.23508757306346711 -21.808938884048565 16.62737980154639 5809.476236189341 162.08475494226593 102 22 22 68.87621530005708 57 True True 2019qt 224.79437499999 43.819911 SNIIn 0.035 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 224.79437499999 43.819911 TNS 2019qt ZTF19aadgimr 2019qt SNIIn 0.035 0.05243608136064992 0.44932545182520656 0.14241756683833984 0.23836492486871208 0.44932545182520656 0.6878081633882083 28.517195400514417 28.517195400514417 40.359019899542666 40.359019899542666 58526.511979199946 58491.512569400016 16.263981681142045 16.296656067215775 16.263981681142045 4.432333236955582 0.9774442745644338 5.116305150407753 224.792851799599 43.8190099247115 0.016722649693916458 19.677111989387274 20.295705854873656 19.92605929711342 0.78 """""" """""" """""" """""" 1 False True all False False 0 0.7 4.9085150425943604 224.795785306171 43.8190034668523 0.07414039264892502 21.86178269082546 21.853984404177666 21.809186886613368 0.775 False False 0.3 0.7 1.5 0.02 8 3 34.99940979992971 5.116305150407753 0.9774442745644338 0.36964655776023747 5.2343701667163245 3.9990497876578814 3.6620776159713735 False 0.035 Inputed -19.708223014218323 -19.675548628144593 """""" """""" """"""
-0.17834097636227036 0.13673785164493218 -11.059803617430303 17.28551674094331 5930.469462046757 95.5561874071995 56 22 22 67.84026620024815 30 True True 2019ro 179.89170791666 57.328789 SNIa 0.043 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 179.89170791666 57.328789 TNS 2019ro ZTF19aabyuze 2019ro SNIa 0.043 -0.0020666491888192695 0.70635470600741 0.14774380638476003 0.31477092358262126 0.70635470600741 1.185935016157611 17.146625109798396 17.146625109798396 50.69364109044976 50.69364109044976 58508.53689809982 58491.48712959979 16.608639623790822 16.608639623790822 16.743283617665035 6.765841492165377 1.198528229678302 3.4160526824287007 179.8899915700115 57.328584097006754 0.006025268769672909 19.042233324047327 19.65564460073948 19.3381660333395 0.8666666666666666 """""" """""" """""" """""" 1 False True all False False 0 2.133684400401948 2.6445205798868 179.8903507950115 57.32884305700675 0.009026652482804431 19.089714591575863 19.655721580138206 19.606387880557776 0.8857142857142856 False False 0.3 0.7 1.5 0.02 8 3 17.04976850003004 3.4160526824287007 1.198528229678302 0.31747856739997715 2.8502062761972713 3.0470049769486565 2.5948824156744656 False 0.043 Inputed -19.68013223687117 -19.814776230745384 """""" """""" """"""
-0.14179313372580762 0.1824692450091403 -16.805092325348333 18.906942779511265 4764.104493111903 119.64124940896087 52 39 39 65.99666659999639 47 True True 2021cjc 149.026875 62.7136 SNIa 0.07484 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 149.026875 62.7136 TNS 2021cjc ZTF21aagoliy 2021cjc SNIa 0.07484 0.37369914216380806 1.0629071939821522 0.5255522149420955 0.6904362532938002 1.0629071939821522 1.49912134710436 17.217227158608182 17.217227158608182 48.779439441388206 48.779439441388206 59270.30667820014 59248.281932900194 18.4696497588271 18.641909579579206 18.4696497588271 1.3795922224573665 2.787111977267173 7.46544878458517 149.022468746236 62.713131035239996 0.0023095015410702358 15.663805348643065 16.887603856713774 16.123523063186408 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 5.988796473153701 149.023312034561 62.7132847433856 0.5126723029784649 24.310340050536393 25.0184095034647 22.589351921977997 0.5 False False 0.3 0.7 1.5 0.02 8 3 22.024745299946517 7.46544878458517 2.787111977267173 0.7640807935273664 2.678560763068161 -1.754305722865432 -2.3461266956406917 False 0.07484 Inputed -19.17303729435971 -19.000777473607602 """""" """""" """"""
-0.019051216117890186 0.31212410640346894 -8.886356730840378 18.89354792396559 4488.783056794516 116.99714651384555 44 25 25 46.95021989988163 38 True False 2021arg 67.82826249999998 -10.396386111111111 SNII 0.031 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 67.82826249999998 -10.396386111111111 TNS 2021arg ZTF21aaevrjl 2021arg SNII 0.031 0.36504350725983414 1.069121026466771 0.5197081284628595 0.6879668778906947 1.069121026466771 1.5170771820614846 84.21437619414993 84.21437619414993 -37.2641562942683 -37.2641562942683 59263.17081019981 59231.18714120006 18.721627956458512 18.89457768556913 18.721627956458512 0.9406235399035315 0.9751926335232938 0.7360488405249577 67.82816473 -10.39620568 0.0004867807214743447 17.554400164854528 17.64776258699894 17.57877614912987 0.89 """""" """""" """""" """""" 0 False True all False False 0 0.9751926335232938 0.7360488405249577 67.82816473 -10.39620568 0.0004867807214743447 17.554400164854528 17.64776258699894 17.57877614912987 0.89 False False 0.3 0.7 1.5 0.02 8 3 31.983668999746442 0.7360488405249577 0.9751926335232938 0.06898643786907144 0.7547727651158228 -1.2468150985701882 -1.1428518073286433 False 0.031 Inputed -16.984908993797106 -16.81195926468649 """""" """""" """"""
-0.14487789895508976 0.366015612324986 -7.620606975869756 18.054547194216315 4539.195245385188 87.43738186817642 23 15 15 33.92070610029623 50 True False 2020kxg 200.00210416666664 -16.661127777777775 SNIb 0.015 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 200.00210416666664 -16.661127777777775 TNS 2020kxg ZTF20abbhrrt 2020kxg SNIb 0.015 0.36510122620086705 1.3641924670511791 0.5750891920254695 0.8099811911690473 1.3641924670511791 2.0500288862885157 11.31913107231809 11.31913107231809 22.60157502797814 22.60157502797814 59005.252743099816 58993.25042819977 17.860416114711207 18.09364932565552 17.860416114711207 1.6261760299807257 3.7564321257777884 1.4583622460105654 200.00176992 -16.66137591 0.0015520673458359058 15.658038521003723 16.583053957939146 15.951354568481445 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.7564321257777884 1.4583622460105654 200.00176992 -16.66137591 0.0015520673458359058 15.658038521003723 16.583053957939146 15.951354568481445 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.002314900048077 1.4583622460105654 3.7564321257777884 0.631699389457701 0.38823069263060467 -1.5105953677163733 -1.9090615462297613 False 0.015 Inputed -16.26101121893337 -16.027778007989056 """""" """""" """"""
-0.14528361282972496 0.19638872567219237 -8.099096322824401 17.672108194236824 5550.22792824792 99.01898267145187 55 41 41 54.878333299886435 26 True True 2021fwz 189.81074999999998 65.07891111111111 SNIa 0.04887 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 189.81074999999998 65.07891111111111 TNS 2021fwz ZTF21aaphlty 2021fwz SNIa 0.04887 0.042440088423525424 0.743252854771228 0.19171079869422414 0.3573707357310454 0.743252854771228 1.2122271468962609 9.966657511329974 9.966657511329974 44.911675788556465 44.911675788556465 59297.18578700023 59290.323356499895 17.166894736163584 17.166894736163584 17.236642160785387 3.5081228700010683 0.7 3.94354526031563 189.812912529299 65.0783031499917 0.04151417593326012 21.598867361627818 22.13517095313549 21.992503039844035 0.34 """""" """""" """""" """""" 0 False True all False False 0 0.7 3.94354526031563 189.812912529299 65.0783031499917 0.04151417593326012 21.598867361627818 22.13517095313549 21.992503039844035 0.34 False False 0.3 0.7 1.5 0.02 8 3 6.862430500332266 3.94354526031563 0.7 0.14266791329145434 5.633636086165186 4.968276216971905 4.755860879058648 False 0.04887 Inputed -19.467678827106887 -19.53742625172869 """""" """""" """"""
-0.0015615686953824063 0.3461298691780459 -15.358842619330066 17.582355779544994 4953.632372977458 175.47661956100495 54 37 37 66.82097220001742 78 True True 2020rvn 316.651375 17.99303888888889 SNII 0.020608 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 316.651375 17.99303888888889 TNS 2020rvn ZTF20abwdaeo 2020rvn SNII 0.020608 0.22073041800396354 0.6273826722223461 0.3138524277147745 0.4125014217562537 0.6273826722223461 0.8675185724406873 675.0853931407037 675.0853931407037 -608.2644209406863 -608.2644209406863 59099.31758099981 59088.28068289999 17.605516162314792 17.606782976485768 17.605516162314792 2.7356560197531397 4.06173942090488 5.280400457543521 316.651372584184 17.99157211278365 0.001329374667119687 14.833250910687447 15.670273773670196 17.51813892843723 0.9583333333333334 """""" """""" """""" """""" 1 False True all False False 0 0.7 3.81967579883621 316.650719847537 17.99389766679355 0.08025613903322204 22.567581645550728 21.954964738759994 21.791074782714844 0.0375 False False 0.3 0.7 1.5 0.02 8 3 11.036898099817336 5.280400457543521 4.06173942090488 -1.8478651547670353 1.3000342735839872 -1.9365092028155715 -0.08737723387756091 False 0.020608 Inputed -17.208742831940047 -17.20747601776907 """""" """""" """"""
-0.027179394840385406 0.4534985547535653 -12.83554225603534 18.26508868473496 4859.529301245627 207.82210321277975 25 20 20 73.84800919983536 53 True False 2020etk 232.168075 -12.896288888888888 SNII 0.025 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 232.168075 -12.896288888888888 TNS 2020etk ZTF20aauoipy 2020etk SNII 0.025 0.21031586514645895 0.5452586174982308 0.2880628357318322 0.36970369355518073 0.5452586174982308 0.7382309084551046 28.271185787805813 28.271185787805813 45.57682341202955 45.57682341202955 58955.41868059989 58943.40616900008 18.152858341763242 18.243193742671792 18.152858341763242 2.1733553040984543 2.9120700022724955 9.39903243806278 232.16649656 -12.89839819 0.015572492195396248 17.733480517578126 18.360861784362793 17.907205638408662 1.0 """""" """""" """""" """""" 3 False True all False False 0 1.0354107282117646 4.115309366568836 232.16922868 -12.89649406 0.006312832736805718 18.843484084033967 19.238118372535705 18.9985130361557 0.0 False False 0.3 0.7 1.5 0.02 8 3 12.012511599808931 9.39903243806278 2.9120700022724955 0.45365614595413106 3.2276121215245674 0.11766804169100098 -0.24565270335457967 False 0.025 Inputed -17.0833264291445 -16.99299102823595 """""" """""" """"""
-0.14400420400755942 0.12102284853294117 -5.515316685444424 17.39902650287766 4889.732730869223 499.9076433875873 49 26 26 67.82690969994292 78 True True 2018iuq 106.47262499999 12.892961 SNII 0.028 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 106.47262499999 12.892961 TNS 2018iuq ZTF18acqwdla 2018iuq SNII 0.028 0.12317394468512077 0.24714544626055712 0.15321128455491362 0.1838791369249968 0.24714544626055712 0.313052446731934 16.23054634457513 16.23054634457513 51.596363355367785 51.596363355367785 58450.45546300011 58443.374282400124 16.72552165959911 16.72552165959911 16.767819929801536 22.03446172856923 2.8243626024351265 3.6806193241530427 106.47224028407899 12.8920098680616 0.00415169489727929 17.288260880630016 17.617567589526175 17.335321641225818 0.9100000000000001 """""" """""" """""" """""" 2 False True all False False 0 0.7 2.215378773023913 106.4725218079275 12.8935681060977 0.015504142116173458 21.516945370149614 20.95583465338707 19.802847921590804 0.7699999999999999 False False 0.3 0.7 1.5 0.02 8 3 7.081180599983782 3.6806193241530427 2.8243626024351265 0.282245948300357 1.3031681275554574 0.8920459299270647 0.5675017114242813 False 0.028 Inputed -18.71608282319072 -18.758381093393147 """""" """""" """"""
-0.1967704611017957 0.3106138237023305 -4.089484440979229 17.701748949061077 4364.235460921689 288.99575708941086 33 20 20 37.93538190005347 74 True True 2021ckg 70.78585416666667 0.7445027777777777 SNIa 0.034014 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 70.78585416666667 0.7445027777777777 TNS 2021ckg ZTF21aaixlfe 2021ckg SNIa 0.034014 0.307665791646091 0.5564306996997672 0.36667068994898955 0.42776196524884114 0.5564306996997672 0.6941449904355039 10.813137145504243 10.813137145504243 27.12224475454923 27.12224475454923 59263.17128469981 59254.21063659992 17.34165966336399 17.66572097429982 17.34165966336399 0.8480261741169408 4.242482970525604 0.6536695607168606 70.78594788516095 0.744347253622942 0.00039114758755853796 13.56404625023842 15.481711626782417 13.884784397609234 0.9299999999999999 """""" """""" """""" """""" 0 False True all False False 0 4.242482970525604 0.6536695607168606 70.78594788516095 0.744347253622942 0.00039114758755853796 13.56404625023842 15.481711626782417 13.884784397609234 0.9299999999999999 False False 0.3 0.7 1.5 0.02 8 3 8.960648099891841 0.6536695607168606 4.242482970525604 1.5969272291731826 0.1540771206998804 -2.184009347517403 -3.456875265754757 False 0.034014 Inputed -18.567968782960463 -18.243907472024635 """""" """""" """"""
-0.13606059580295604 0.300074327484206 -6.516942546036072 16.64459619786302 5225.857808952148 221.84733340047353 58 23 23 74.88650469994172 40 True True 2018kmu 220.38720625 48.203996416666 SNIa 0.018 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 220.38720625 48.203996416666 TNS 2018kmu ZTF18aczeesl 2018kmu SNIa 0.018 0.05341691914107116 0.33359264172793957 0.11863090053611813 0.1869905072708491 0.33359264172793957 0.49415451132147936 10.390776099704844 10.390776099704844 64.49572860023687 64.49572860023687 58480.53393519996 58472.47319439985 16.203369870269544 16.203369870269544 16.361663035798767 18.50900953092381 1.0760516486293168 0.8829215135195475 220.38686613679 48.20409005054695 0.004593501929002541 20.222538060009477 20.677515363223552 20.272130334956646 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.0760516486293168 0.8829215135195475 220.38686613679 48.20409005054695 0.004593501929002541 20.222538060009477 20.677515363223552 20.272130334956646 0.975 False False 0.3 0.7 1.5 0.02 8 3 8.06074080010876 0.8829215135195475 1.0760516486293168 0.40538502826690603 0.8205196420118124 4.474145492954008 3.9104672991578795 False 0.018 Inputed -18.15733885546644 -18.31563202099566 """""" """""" """"""
-0.10628660235811166 0.4553406200770062 -9.59560870411948 18.626663522841334 6424.493096819636 212.0429097573973 31 19 19 46.91314810002223 76 True True 2020ndz 324.0731666666667 25.98753888888889 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 324.0731666666667 25.98753888888889 TNS 2020ndz ZTF20abgakbv 2020ndz SNIa 0.08 -0.1900092584758326 0.05062226469544839 -0.1344193044724591 -0.07586116025406753 0.05062226469544839 0.19039078226333928 4.662914075100192 4.662914075100192 42.25023402492204 42.25023402492204 59031.33810190018 59024.481354199816 18.23670336012613 18.23670336012613 18.48284500652072 0.7611173724799413 2.2766059056452637 5.025823525855271 324.07184969602554 25.9882788820834 0.005195730522144948 17.56875033457041 18.01443190709114 17.76690220761299 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.2766059056452637 5.025823525855271 324.07184969602554 25.9882788820834 0.005195730522144948 17.56875033457041 18.01443190709114 17.76690220761299 1.0 False False 0.3 0.7 1.5 0.02 8 3 6.856747700367123 5.025823525855271 2.2766059056452637 0.24752969947815018 2.2075948733124235 -0.2222714530349883 -0.7159427989077294 False 0.08 Inputed -19.30708901555066 -19.55323066194525 """""" """""" """"""
-0.15651010129495588 0.502358555546176 -5.280186884009693 18.619909503664896 5279.335901142247 139.52875017946823 51 26 26 27.966874999925494 55 True True 2020nei 196.89961666666665 43.56001388888889 SNIa 0.062 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 196.89961666666665 43.56001388888889 TNS 2020nei ZTF20abgfljj 2020nei SNIa 0.062 0.050997598092212826 0.5213655093876568 0.15596587859741362 0.269040748951376 0.5213655093876568 0.8119804901929797 13.05563225066673 13.05563225066673 14.911242749258765 14.911242749258765 59031.17658559978 59017.239467599895 18.367471033091274 18.367471033091274 18.44669237293909 0.7906761604967558 5.132061642134533 4.906049478320831 196.90057228136249 43.56118763035515 0.002669773441049683 15.329175615517496 16.20875803823948 15.598485667835472 0.99 """""" """""" """""" """""" 1 False True all False False 0 0.7 4.488749516573844 196.899408267213 43.55877619335165 0.06545694520999379 21.907837315791845 21.740197557868957 22.014017778145075 0.31666666666666665 False False 0.3 0.7 1.5 0.02 8 3 13.937117999885231 4.906049478320831 5.132061642134533 0.6102723704040081 0.955960746465294 -2.1587129948517934 -2.8482067051036175 False 0.062 Inputed -18.781006938217917 -18.860228278065733 """""" """""" """"""
-0.24482254783836643 0.17577966849531074 -7.3461569794702815 16.929442826150773 5549.7504407906545 104.23828169329336 71 60 60 57.96278929989785 85 True False 2020nfr 346.55715 49.026130555555554 SNIa 0.025 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 346.55715 49.026130555555554 TNS 2020nfr ZTF20abgzvff 2020nfr SNIa 0.025 0.026796225001401552 0.6780222197926449 0.16655858798833023 0.3209259000219049 0.6780222197926449 1.108231095083763 8.838891381144855 8.838891381144855 49.123897918752995 49.123897918752995 59031.44291670015 59022.35902780015 16.369033250734073 16.383267562017537 16.369033250734073 5.1499864346466 4.884905385270355 1.423292484368175 346.55677173 49.02643843 0.0007442594205960829 14.01991720304489 15.066202972316741 14.392049127674102 0.9099999999999999 """""" """""" """""" """""" 0 False True all False False 0 4.884905385270355 1.423292484368175 346.55677173 49.02643843 0.0007442594205960829 14.01991720304489 15.066202972316741 14.392049127674102 0.9099999999999999 False False 0.3 0.7 1.5 0.02 8 3 9.083888900000602 1.423292484368175 4.884905385270355 0.6741538446426389 0.2913654149085229 -1.317064589700795 -1.976984123059971 False 0.025 Inputed -18.867151520173667 -18.852917208890204 """""" """""" """"""
-0.12352523189495654 0.24529724016176074 -11.184056802575583 17.161183406895475 5964.628172522765 72.50507456851092 25 15 15 56.025428199674934 40 True False 2019rx 80.498412083333 -7.190257 SNIa 0.036882 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 80.498412083333 -7.190257 TNS 2019rx ZTF19aadmjtn 2019rx SNIa 0.036882 0.04307205131164693 1.0783916590746117 0.25105124077357743 0.49049908560714783 1.0783916590746117 1.8412765978827252 23.190057099855295 23.190057099855295 32.83537109981964 32.83537109981964 58514.206249999814 58491.20863430016 16.706090920477024 16.706090920477024 16.887801784418908 3.1066058875232736 5.391554709726495 10.87318298561378 80.5004065 -7.19253889 0.003208989490766867 14.78939417219162 15.494338079452515 14.943416893959045 1.0 """""" """""" """""" """""" 1 False True all False False 0 1.1162145339342893 7.167711788927411 80.49964564 -7.18868653 0.035684858199297786 19.857456535243987 20.4690359834671 20.282434808540344 0.95 False False 0.3 0.7 1.5 0.02 8 3 22.997615699656308 10.87318298561378 5.391554709726495 0.5509211854934701 2.0167064179091603 -1.2117528410245093 -1.9443848904598635 False 0.036882 Inputed -19.199132711280438 -19.380843575222322 """""" """""" """"""
-0.1565050721100778 0.1607808359701891 -13.672898487370738 18.08624445478813 5045.893663008932 93.73732244601109 31 18 18 63.76452550012618 33 True True 2019qc 142.6696275 19.668963611111 SNIa 0.051 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 142.6696275 19.668963611111 TNS 2019qc ZTF19aacwljg 2019qc SNIa 0.051 0.2853340831449387 1.1619762933789168 0.47149498802425427 0.6784174166088128 1.1619762933789168 1.7529603378885135 18.999139433271218 18.999139433271218 44.765386066854965 44.765386066854965 58513.43449069979 58492.44075229997 17.571008165032584 17.591243024690524 17.571008165032584 2.3704515163850206 2.8293965539255224 2.669570217182833 142.6695279778235 19.66822800947705 0.0017527073705139173 16.348346732274294 17.009267866544725 16.619549451770784 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.8293965539255224 2.669570217182833 142.6695279778235 19.66822800947705 0.0017527073705139173 16.348346732274294 17.009267866544725 16.619549451770784 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 20.99373839981854 2.669570217182833 2.8293965539255224 0.38971841477394165 0.9435122176419755 -0.5819751581457986 -0.9514587132618004 False 0.051 Inputed -19.22704263606588 -19.206807776407942 """""" """""" """"""
-0.19535704266668735 0.2461284888070013 -6.4107893298628955 18.836185855932854 5536.895573861562 91.45580479095919 25 21 21 37.9508102000691 37 True True 2020acez 215.03840416666665 58.94479444444444 SNIa 0.07195 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 215.03840416666665 58.94479444444444 TNS 2020acez ZTF20acwqlpq 2020acez SNIa 0.07195 0.02948677767635388 0.7946146819347497 0.19024855087523918 0.37021005074726787 0.7946146819347497 1.3183589108920906 10.77436102409126 10.77436102409126 27.17644917597784 27.17644917597784 59203.53752310015 59193.528472200036 18.373729658502413 18.373729658502413 18.47934720362393 1.3257763762399626 1.5861074689506478 4.759285864462231 215.0375555117935 58.946041879281196 0.0009859750126518518 15.827059181782603 17.251721613827947 16.32011760342002 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.5861074689506478 4.759285864462231 215.0375555117935 58.946041879281196 0.0009859750126518518 15.827059181782603 17.251721613827947 16.32011760342002 0.975 False False 0.3 0.7 1.5 0.02 8 3 10.009050900116563 4.759285864462231 1.5861074689506478 0.9316040104079271 3.000607435264727 -1.122008044674466 -2.1592296002039113 False 0.07195 Inputed -19.076429719541625 -19.182047264663144 """""" """""" """"""
-0.10008188993512813 0.34261163808425044 -13.685181683641373 18.53831037754032 6930.713393875391 95.80364876798856 14 14 14 34.97840269980952 72 True True 2020pmf 13.158083333333332 -9.22635 SNIa 0.074 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 13.158083333333332 -9.22635 TNS 2020pmf ZTF20abmcyox 2020pmf SNIa 0.074 -0.16473545259918154 0.4539796221642547 -0.03463225243694623 0.11096527870648032 0.4539796221642547 0.8760610601989214 0.9966356273846948 0.9966356273846948 33.98176707242483 33.98176707242483 59050.418576399796 59046.439571800176 18.054407110205528 18.054407110205528 18.23625813819825 5.798676476344738 1.7374722510510143 6.374575959744888 13.15968701113485 -9.22714358076082 0.0028779643942516975 16.610285078012943 16.983914411716462 16.870636722804306 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.8671898021050357 4.387344602804156 13.1568908180904 -9.226665774017075 0.014827097711211712 19.91033830797434 20.91153807993412 19.96963094506502 0.9857142857142858 False False 0.3 0.7 1.5 0.02 8 3 3.979004599619657 6.374575959744888 1.7374722510510143 0.11327768891215584 3.6688792905261325 -1.0704926984890655 -1.3656214153939423 False 0.074 Inputed -19.381514135261117 -19.563365163253838 """""" """""" """"""
-0.12825861650147485 0.42313251368332605 -7.453421589201658 18.631566187357414 5934.768782683329 197.94433568124037 28 10 10 26.924606500193477 32 True True 2021slh 216.56212499999998 -1.9665694444444444 SNIa 0.085 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 216.56212499999998 -1.9665694444444444 TNS 2021slh ZTF21abjxbxn 2021slh SNIa 0.085 -0.10433797731054995 0.17615496975978573 -0.03978800794522286 0.028379392769842582 0.17615496975978573 0.3402095436217323 16.19112206199472 16.19112206199472 10.733484438198758 10.733484438198758 59417.192291699816 59400.25349539984 18.230002655176936 18.230002655176936 18.551242746835158 0.6693099112245974 0.752909919621755 1.517220541812693 216.561959150118 -1.96695693179139 0.004608312194933406 20.449273273341657 20.64575092902899 20.594276174809934 0.9750000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.752909919621755 1.517220541812693 216.561959150118 -1.96695693179139 0.004608312194933406 20.449273273341657 20.64575092902899 20.594276174809934 0.9750000000000001 False False 0.3 0.7 1.5 0.02 8 3 16.938796299975365 1.517220541812693 0.752909919621755 0.05147475421905412 2.0151421866973283 2.415748273852053 2.043033427974777 False 0.085 Inputed -19.372694869127788 -19.69393496078601 """""" """""" """"""
-0.15026815664122617 0.2700658242544043 -9.457449081789104 18.585138779828984 5999.614416202052 92.73153222028846 47 31 31 46.99263889994472 29 True False 2021fwm 159.32572083333332 -5.160636111111112 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 159.32572083333332 -5.160636111111112 TNS 2021fwm ZTF21aappktx 2021fwm SNIa 0.07 -0.035912408498973036 0.6804476824285359 0.1146335018508644 0.2831526292098694 0.6804476824285359 1.170270176226449 12.229807842671455 12.229807842671455 34.76283105727327 34.76283105727327 59304.21157409996 59291.2360069002 18.0981449932099 18.0981449932099 18.266070431800078 1.276008798300844 1.1201174558678828 1.0467931085686406 159.32547218 -5.1607885 0.0035868297549200845 19.735499096286297 19.984375439429282 19.84087500975132 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.1201174558678828 1.0467931085686406 159.32547218 -5.1607885 0.0035868297549200845 19.735499096286297 19.984375439429282 19.84087500975132 0.99 False False 0.3 0.7 1.5 0.02 8 3 12.97556719975546 1.0467931085686406 1.1201174558678828 0.14350042967796384 0.9345386977810917 1.8862304462193826 1.574804577951241 False 0.07 Inputed -19.229095519790718 -19.397020958380896 """""" """""" """"""
-0.17336214441516012 0.16791381980441425 -6.460028417755958 17.974640382811117 4952.770985285091 120.77858284008536 65 46 46 74.91734950011596 43 True True 2021dnm 189.3508875 23.093538888888887 SNIa 0.046105 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 189.3508875 23.093538888888887 TNS 2021dnm ZTF21aamfcji 2021dnm SNIa 0.046105 0.167912076525095 0.7703799704828427 0.3003559538031837 0.4443969312979448 0.7703799704828427 1.152735775263917 16.779280705473557 16.779280705473557 58.13806879464241 58.13806879464241 59278.31907409988 59265.37211810006 17.47685048460434 17.47685048460434 17.518741598636037 4.87087932680464 1.2009673456642405 3.292089633177801 189.3501861253315 23.0941869715845 0.0012576842679566935 17.039786872671247 17.716992545403244 17.32442868138552 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.2009673456642405 3.292089633177801 189.3501861253315 23.0941869715845 0.0012576842679566935 17.039786872671247 17.716992545403244 17.32442868138552 0.99 False False 0.3 0.7 1.5 0.02 8 3 12.94695599982515 3.292089633177801 1.2009673456642405 0.39256386401772403 2.7411982890816953 0.24014206079890243 -0.19431291725051736 False 0.046105 Inputed -19.05768340314465 -19.099574517176347 """""" """""" """"""
-0.1785796234951258 0.3334439183098418 -7.460043585323926 18.969129606711924 5341.9643382595295 132.1808688476166 41 22 22 31.97637729998678 39 True False 2020adbx 62.34927499999999 -12.669597222222222 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 62.34927499999999 -12.669597222222222 TNS 2020adbx ZTF20acxooam 2020adbx SNIa 0.09 0.060623740153285866 0.5648006999848647 0.1724542045653017 0.29339281009841045 0.5648006999848647 0.8796446824806097 10.668506174707673 10.668506174707673 21.307871125279107 21.307871125279107 59210.23149310006 59198.25303239981 18.646415564042485 18.646415564042485 18.693794618401196 0.4450370849082127 1.2124032236163402 1.7917097564255817 62.3487694 -12.66953113 0.0016768194705893968 18.211729832303526 19.367481778860093 18.68131367149353 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.2124032236163402 1.7917097564255817 62.3487694 -12.66953113 0.0016768194705893968 18.211729832303526 19.367481778860093 18.68131367149353 0.99 False False 0.3 0.7 1.5 0.02 8 3 11.978460700251162 1.7917097564255817 1.2124032236163402 0.6861681073665622 1.4778167209761235 0.7210662148176077 -0.012480946907665214 False 0.09 Inputed -19.35659002677804 -19.40396908113675 """""" """""" """"""
-0.1620298765878573 0.31980428080088197 -1.6382610881282393 19.090740601644995 5857.793297778734 208.16514303379068 10 6 6 27.036516200285405 35 True True 2018iuf 11.365734166666 5.0082946944444 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 11.365734166666 5.0082946944444 TNS 2018iuf ZTF18acmwptq 2018iuf SNIa 0.08 -0.12494042776681624 0.1356468874315766 -0.06475097211028924 -0.001340068047081644 0.1356468874315766 0.2870549498543973 11.359938765168236 11.359938765168236 15.676577435117169 15.676577435117169 58443.19623839995 58437.23406249983 18.81763836369212 18.81763836369212 18.82647373722546 1.4037412259267754 2.689893871630394 6.203675434192487 11.3644479126832 5.00944696596464 0.002067787696283019 15.85059613952577 16.84270711098671 16.26070413594484 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.689893871630394 6.203675434192487 11.3644479126832 5.00944696596464 0.002067787696283019 15.85059613952577 16.84270711098671 16.26070413594484 1.0 False False 0.3 0.7 1.5 0.02 8 3 5.962175900116563 6.203675434192487 2.689893871630394 0.5820029750418669 2.306290036057194 -1.9749312527054101 -2.5657696012806177 False 0.08 Inputed -18.96346028484592 -18.97229565837926 """""" """""" """"""
-0.18491566730599449 0.27160018084266213 -7.523187628081422 15.785357027428738 5017.212944126809 169.26348380174224 98 49 49 72.91229170002043 69 True True 2021jvs 224.43668749999995 6.624380555555556 SNIa 0.021 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 224.43668749999995 6.624380555555556 TNS 2021jvs ZTF21aavqphe 2021jvs SNIa 0.021 0.13462769584391943 0.5349532646098716 0.2258906374426477 0.3228545323811858 0.5349532646098716 0.7732059367135271 15.452506371703198 15.452506371703198 57.45978532831724 57.45978532831724 59336.29081019992 59320.363865700085 15.418989204629554 15.418989204629554 15.555258277322112 21.833908407691666 6.247220372410161 9.222400519331512 224.437045646549 6.62691751137141 0.000778366400082442 12.886730107074976 14.0548730295825 13.258331455402374 0.985 """""" """""" """""" """""" 5 False True all False False 0 0.7 4.77332245711788 224.437993334887 6.62465543810646 0.0553250187605403 21.53127557246685 21.523851470980645 21.12611525699377 0.15 False False 0.3 0.7 1.5 0.02 8 3 15.926944499835372 9.222400519331512 6.247220372410161 0.7965415741801269 1.4762406269611927 -1.3641161750470534 -2.2969268219197385 False 0.021 Inputed -19.300133668547865 -19.43640274124042 """""" """""" """"""
-0.16354168224186763 0.30086043687458464 -4.768673406964924 18.4646098491893 4682.09020463868 131.9571303691946 24 10 10 39.904675900004804 43 True True 2019mgx 221.38309416666 43.2420535 SNIa 0.0443 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 221.38309416666 43.2420535 TNS 2019mgx ZTF19abjslyw 2019mgx SNIa 0.0443 0.22866670470809325 0.7935145634982206 0.3543356745318853 0.4899596363788561 0.7935145634982206 1.1446906847338596 13.529713053452458 13.529713053452458 26.374962846552346 26.374962846552346 58705.17814810015 58694.224120399915 18.168182722412478 18.33418708600339 18.168182722412478 3.2202397057191554 2.592357077291232 1.6336189585351641 221.3835911520345 43.24177991689835 0.0011478402357779638 16.161071210449336 16.774300710127356 16.40465979929924 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.592357077291232 1.6336189585351641 221.3835911520345 43.24177991689835 0.0011478402357779638 16.161071210449336 16.774300710127356 16.40465979929924 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.95402770023793 1.6336189585351641 2.592357077291232 0.36964091082811734 0.6301674151471994 -1.559886375876033 -1.7635229231132392 False 0.0443 Inputed -18.320585613683402 -18.15458125009249 """""" """""" """"""
-0.21417636945542906 0.12894077502287993 -7.80963712353071 18.018461780461305 5781.621091517576 84.06887162256447 63 41 41 56.90594909992069 42 True False 2021qce 248.8101333333333 58.05759166666667 SNIa 0.027 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 248.8101333333333 58.05759166666667 TNS 2021qce ZTF21abfyxpf 2021qce SNIa 0.027 0.0014218012081670395 0.8336892793807102 0.1734738294265945 0.3680620077221519 0.8336892793807102 1.4186516527516773 13.671362646987612 13.671362646987612 43.23458645293308 43.23458645293308 59391.22780090012 59379.31089119986 17.381600499763287 17.381600499763287 17.422046491457273 1.873297939931997 2.9896483198353034 2.896599657267187 248.81061297 58.05682812 0.0007122593971440327 15.004599740579724 16.069169489496947 15.356313886409998 0.95 """""" """""" """""" """""" 0 False True all False False 0 2.9896483198353034 2.896599657267187 248.81061297 58.05682812 0.0007122593971440327 15.004599740579724 16.069169489496947 15.356313886409998 0.95 False False 0.3 0.7 1.5 0.02 8 3 11.916909700259566 2.896599657267187 2.9896483198353034 0.7128556030869486 0.9688763852421136 -1.3124310102663408 -2.065732605047275 False 0.027 Inputed -17.98234363773092 -18.022789629424906 """""" """""" """"""
-0.16772870642001253 0.3735452530069333 -7.4997180373083205 18.890790291984445 4986.620797423567 130.81623963030125 41 15 15 23.993275499902666 50 True True 2020ugv 28.378899999999994 1.5572555555555556 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 28.378899999999994 1.5572555555555556 TNS 2020ugv ZTF20acexvcz 2020ugv SNIa 0.1 0.16337111583732877 0.7107139223173284 0.284880577935013 0.41620488350184814 0.7107139223173284 1.0521917917079584 11.32980231118106 11.32980231118106 12.663473188721605 12.663473188721605 59129.2678704001 59116.30923609994 18.69311628180285 18.782114920756488 18.69311628180285 0.6015741401592045 2.4058317559580753 2.0952369398029247 28.379261921211253 1.5567996545902352 0.00044840656663536205 15.016217228987216 16.206959234576225 15.422213023331166 0.975 """""" """""" """""" """""" 0 False True all False False 0 2.4058317559580753 2.0952369398029247 28.379261921211253 1.5567996545902352 0.00044840656663536205 15.016217228987216 16.206959234576225 15.422213023331166 0.975 False False 0.3 0.7 1.5 0.02 8 3 12.958634300157428 2.0952369398029247 2.4058317559580753 0.7847462112450589 0.8708991950970976 -2.5751556861802634 -3.2709032584716855 False 0.1 Inputed -19.590625816668076 -19.50162717771444 """""" """""" """"""
-0.1520718372129546 0.34177333366638707 -8.301078100105414 18.767981306607275 5050.643269396607 138.66458451433732 15 7 7 18.08354160003364 48 True False 2019dom 278.53520249999 70.954791388888 SNIa 0.082 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 278.53520249999 70.954791388888 TNS 2019dom ZTF19aapwbvm 2019dom SNIa 0.082 0.14783506148720704 0.6543800667880078 0.26101478517937693 0.3828327582976456 0.6543800667880078 0.9668225644196298 7.78011213718023 7.78011213718023 10.303429462853412 10.303429462853412 58597.407268499956 58588.3859490999 18.50574215928672 18.841978754378324 18.50574215928672 2.3212712434488187 6.363269858376279 2.31225463633225 278.53579976 70.9554034 0.0015627023160791342 14.285667290019989 15.550689150333405 14.7572971701622 0.99 """""" """""" """""" """""" 0 False True all False False 0 6.363269858376279 2.31225463633225 278.53579976 70.9554034 0.0015627023160791342 14.285667290019989 15.550689150333405 14.7572971701622 0.99 False False 0.3 0.7 1.5 0.02 8 3 9.021319400053471 2.31225463633225 6.363269858376279 0.7933919801712044 0.3633752281130302 -3.2912896040449198 -3.7484449891245184 False 0.082 Inputed -19.33875834315982 -19.002521748068215 """""" """""" """"""
-0.27411481481087274 0.3870750373376278 -11.974448917768727 15.896115794311305 6656.830143452795 224.53314083836864 21 8 8 13.078391199931502 71 True False 2018evg 262.85483291666 20.135131 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 262.85483291666 20.135131 TNS 2018evg ZTF18abmbdbg 2018evg CV 0.0 -0.22104235954230766 -0.001800711257974541 -0.17020204361651992 -0.11677916533589894 -0.001800711257974541 0.12468022646408627 -8.358031447910795 -8.358031447910795 21.4364226478423 21.4364226478423 58340.32380789984 58340.16994210007 15.93077706619304 15.93077706619304 16.248092494992438 25.02066483031348 0.7503542760225703 0.3327079578841581 262.85482814 20.13522331 0.022733942719669553 23.429720501232147 22.82725019197464 23.279776015043257 0.35 """""" """""" """""" """""" 0 False True all False False 0 0.7503542760225703 0.3327079578841581 262.85482814 20.13522331 0.022733942719669553 23.429720501232147 22.82725019197464 23.279776015043257 0.35 False False 0.3 0.7 1.5 0.02 8 3 0.15386579977348447 0.3327079578841581 0.7503542760225703 -0.4525258230686191 0.44340116197878554 6.896473125781599 7.031683520050819 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.14158536980585779 0.3987119689380436 -3.143731098508482 19.17821028826872 5326.866479307034 248.9410099858108 26 12 12 32.85107639990747 27 True False 2021aey 65.16349166666664 -26.636433333333333 SNIa 0.11 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 65.16349166666664 -26.636433333333333 TNS 2021aey ZTF21aaebkmj 2021aey SNIa 0.11 0.003668361674428411 0.24172530944417048 0.05947480114794956 0.11770200594224534 0.24172530944417048 0.37637267409845165 13.284690008057654 13.284690008057654 19.566386391849818 19.566386391849818 59232.211053200066 59222.277060199995 18.94500701021859 18.94500701021859 19.070082977543606 0.30018510712893576 2.2116134647826646 5.971665619626298 65.16224305 -26.6376605 0.010152329873057697 18.21278172712326 18.899523530590535 18.423939899683 0.99 """""" """""" """""" """""" 0 False True all False False 0 2.2116134647826646 5.971665619626298 65.16224305 -26.6376605 0.010152329873057697 18.21278172712326 18.899523530590535 18.423939899683 0.99 False False 0.3 0.7 1.5 0.02 8 3 9.933993000071496 5.971665619626298 2.2116134647826646 0.4755836309075363 2.700139836692997 -0.04548347962805366 -0.6461430778606072 False 0.11 Inputed -19.425076804886082 -19.5501527722111 """""" """""" """"""
-0.0894220069749935 0.33907991725477993 -24.981905530337443 17.829063138102025 5242.748089909108 224.80616164073263 10 10 10 56.917662099935114 50 True False 2021agf 206.68231666666665 -27.441216666666666 SNIa 0.052 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 206.68231666666665 -27.441216666666666 TNS 2021agf ZTF21aahfizt 2021agf SNIa 0.052 0.16904856235543875 0.4682625915531702 0.23886078394362897 0.3119247758667818 0.4682625915531702 0.6390164186457312 -12.843993206508257 -12.843993206508257 69.76165530644337 69.76165530644337 59250.52369209984 59250.48033560021 17.772200910566493 17.8619675624908 17.772200910566493 1.8495767692186327 2.2893145141725575 2.9246016589768744 206.68164612 -27.44176969 0.0020098489272772913 16.900320345902443 17.45793560733795 17.139630585622786 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.2893145141725575 2.9246016589768744 206.68164612 -27.44176969 0.0020098489272772913 16.900320345902443 17.45793560733795 17.139630585622786 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.04335649963468313 2.9246016589768744 2.2893145141725575 0.3183050217151653 1.2775010339869937 -0.40403195515284906 -0.6325703249437069 False 0.052 Inputed -19.068525766268383 -18.978759114344076 """""" """""" """"""
-0.1586015651624881 0.23696007302812133 -9.238082248610706 18.753959365227296 5660.497210889002 109.3666344858014 61 41 41 60.92243060003966 45 True True 2021ojn 220.20870833333328 42.253230555555554 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 220.20870833333328 42.253230555555554 TNS 2021ojn ZTF21abdlyrc 2021ojn SNIa 0.08 0.018840222247877847 0.6300618544327286 0.15092811885984148 0.29617887481140315 0.6300618544327286 1.029113564537159 16.784418006775155 16.784418006775155 44.138012593264506 44.138012593264506 59383.22552079987 59366.28151619993 18.2350997553325 18.26863568776185 18.2350997553325 1.0927315210409643 1.6083880325337618 21.178249241519726 220.21609754971848 42.25539737530525 0.016633417472690093 16.08034137901604 17.132520782741906 16.44967210693777 0.9949999999999999 """""" """""" """""" """""" 6 False True all False False 0 0.654548302972669 1.2893408031494644 220.2083038 42.25303405 0.01721921929241721 22.5907266610384 23.65831862977743 23.532669968944788 0.15 False False 0.3 0.7 1.5 0.02 8 3 16.944004599936306 21.178249241519726 1.6083880325337618 0.6828486758041379 13.167375541931092 -1.1361149050199444 -1.7854276483947302 False 0.08 Inputed -19.55483426673888 -19.521298334309527 """""" """""" """"""
-0.11397457033047717 0.31381452676685573 -11.6967136967236 18.388333797582543 4427.882154174404 230.01651795362636 23 15 15 53.80148150026798 43 True True 2019vsj 171.14133749999996 34.52996944444445 SNIa 0.0416 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 171.14133749999996 34.52996944444445 TNS 2019vsj ZTF19acvtvlo 2019vsj SNIa 0.0416 0.3453232692503754 0.670628502193086 0.4214728763312081 0.5009958718287137 0.670628502193086 0.855204908063044 14.341393541163315 14.341393541163315 39.46008795910467 39.46008795910467 58828.42395830015 58812.55437499983 18.005714339442353 18.155120126081073 18.005714339442353 1.6515681005981724 4.064805594047433 3.5151324829749235 171.14017130097602 34.53014371269215 0.0016128276677076503 15.324070630248784 15.821807905770541 15.503564357328415 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.8762402539246177 2.5160731293321725 171.140729185075 34.5294822860325 0.006764697647712259 20.00633236284852 19.07773483698368 20.04869441193819 0.9833333333333334 False False 0.3 0.7 1.5 0.02 8 3 15.869583300314844 3.5151324829749235 4.064805594047433 0.3182435484421262 0.8647725953050597 -2.333312220310532 -2.502149982113938 False 0.0416 Inputed -18.34509530802942 -18.1956895213907 """""" """""" """"""
-0.09161635217245 0.2882098283553681 -9.93647319524551 19.627965168040227 6352.376691199561 334.2351802784999 108 85 85 62.92172450013459 72 True False 2019meg 281.317417 44.438669 TDE 0.152 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 281.317417 44.438669 TNS 2019meg ZTF19abhhjcc 2019meg TDE 0.152 -0.19486039539169298 -0.04864385675330496 -0.16009604714001568 -0.12415794027258187 -0.04864385675330496 0.03191833416981282 18.75475584200169 18.75475584200169 44.1669686581329 44.1669686581329 58697.3329977002 58682.22085649986 19.01388560721884 19.01388560721884 19.22149339374404 0.4780940520360114 0.9501943428954349 0.03754885373925266 281.31741017 44.43865978 0.0018752134771722329 19.573283637094498 20.769282175588607 19.791756426763534 0.21000000000000002 """""" """""" """""" """""" 0 False True all False False 0 0.9501943428954349 0.03754885373925266 281.31741017 44.43865978 0.0018752134771722329 19.573283637094498 20.769282175588607 19.791756426763534 0.21000000000000002 False False 0.3 0.7 1.5 0.02 8 3 15.112141200341284 0.03754885373925266 0.9501943428954349 0.977525748825073 0.03951702514333403 1.7553965683697683 0.5702630330194935 False 0.152 Inputed -19.99341426737524 -20.20102205390044 """""" """""" """"""
-0.04042119670324659 0.4803308206669415 -16.22695271622187 19.950174560288662 7175.18812332694 281.29684768156403 31 17 17 73.73078709980473 49 True True 2019cho 193.7883736 49.5194241 TDE 0.193 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 193.7883736 49.5194241 TNS 2019cho ZTF19aakiwze 2019cho TDE 0.193 -0.29660449142335565 -0.1380908501842839 -0.2593311674775407 -0.22051955311871296 -0.1380908501842839 -0.04893205714868287 26.726297906933237 26.726297906933237 47.00448919287149 47.00448919287149 58547.35091440007 58522.5386458002 19.467112425003414 19.467112425003414 19.70167154826679 0.542742444583102 0.6541515374480307 0.26782509613430405 193.7884878321625 49.519418160758406 0.0009580738806007627 19.618003736073376 20.996496469513175 19.946178100368975 0.9299999999999999 """""" """""" """""" """""" 0 False True all False False 0 0.6541515374480307 0.26782509613430405 193.7884878321625 49.519418160758406 0.0009580738806007627 19.618003736073376 20.996496469513175 19.946178100368975 0.9299999999999999 False False 0.3 0.7 1.5 0.02 8 3 24.81226859986782 0.26782509613430405 0.6541515374480307 1.0503183691442004 0.40942362862761217 1.5293840445097615 0.24450655210218386 False 0.193 Inputed -20.047098920050697 -20.281658043314074 """""" """""" """"""
-0.14315805298831585 0.32684689732230404 -7.225445312732898 18.89058498065434 5737.964266989774 136.12638062389132 113 57 57 49.81048610014841 46 True True 2020pzx 267.2940875 59.746605555555554 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 267.2940875 59.746605555555554 TNS 2020pzx ZTF20abmxstg 2020pzx SNIa 0.1 -0.04158668458737225 0.40972247175916365 0.058623901063203476 0.16692765321207403 0.40972247175916365 0.6908925953688403 15.645100053442118 15.645100053442118 34.16538604670629 34.16538604670629 59063.42467590002 59048.3655208 18.385030707142505 18.385030707142505 18.509298051755003 0.6639775476123954 1.3192893336925982 5.180319923959203 267.292147196556 59.74554963108475 0.009840424257902436 18.8177291776979 19.428968601970674 19.087653691952227 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.3192893336925982 5.180319923959203 267.292147196556 59.74554963108475 0.009840424257902436 18.8177291776979 19.428968601970674 19.087653691952227 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.059155100025237 5.180319923959203 1.3192893336925982 0.34131491001844694 3.926598807147066 1.0439378948281686 0.5783556401972234 False 0.1 Inputed -19.774444046715924 -19.898711391328423 """""" """""" """"""
-0.10739306995970775 0.42769780459393425 -4.639934374291774 18.85372911078223 5850.89983643206 182.71024696367584 33 27 27 46.906990699935704 39 True True 2020pc 63.358416666666656 -5.603461111111111 SNIa 0.097 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 63.358416666666656 -5.603461111111111 TNS 2020pc ZTF20aabcnkx 2020pc SNIa 0.097 -0.10188249291051577 0.20544483788907542 -0.03163863966976166 0.04287186541246513 0.20544483788907542 0.3874037197581828 19.185351878850376 19.185351878850376 27.721638821085328 27.721638821085328 58862.14700229978 58846.230405100156 18.54473249088316 18.54473249088316 18.658914234046925 0.4614996745861447 2.4159143781146146 9.087401769722378 63.35982094404825 -5.601359021650396 0.016414468048915776 17.99208202793598 18.65134419155121 18.198500117652415 0.9650000000000001 """""" """""" """""" """""" 1 False True all False False 0 0.7392427966880083 1.722001671771124 63.3579486534477 -5.603352229817425 0.012004510349934994 21.556469335429668 23.99191596628189 23.04240418688774 0.0125 False False 0.3 0.7 1.5 0.02 8 3 15.916597199626267 9.087401769722378 2.4159143781146146 0.45284407389879533 3.7614750969834487 0.1066117006680507 -0.46041411639451013 False 0.097 Inputed -19.557327790867607 -19.671509534031372 """""" """""" """"""
-0.1685236304754637 0.25176273218879164 -9.705430549440702 17.98275465339217 6095.22776195668 85.87781900379183 46 27 27 50.94710640003905 178 True True 2020udz 291.99590416666666 36.34961666666667 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 291.99590416666666 36.34961666666667 TNS 2020udz ZTF20accagnf 2020udz SNIa 0.06 -0.04219775429861272 0.7419248241072651 0.12029070747765047 0.3037990629223195 0.7419248241072651 1.2905586988021867 14.481153763645434 14.481153763645434 36.46595263639361 36.46595263639361 59129.175439800136 59113.17327550007 17.33725688005558 17.33725688005558 17.688573684949567 1.1983858160765453 3.88635278870868 11.26283052663275 291.99469507 36.34664353 0.002338322403194537 14.668281103992463 15.628759869289397 14.988635620021821 0.93 """""" """""" """""" """""" 6 False True all False False 0 1.3746661783676453 2.6912833727180034 291.99664732 36.35006457 0.0013306923518251468 17.26554844303131 18.27021687607765 17.37133773803711 0.0 False False 0.3 0.7 1.5 0.02 8 3 16.002164300065488 11.26283052663275 3.88635278870868 0.6401242492675756 2.8980463532172167 -1.7084970107661839 -2.6999380649277462 False 0.06 Inputed -19.466927296248233 -19.81824410114222 """""" """""" """"""
-0.1453906835356764 0.3633043865640474 -2.2202883177680266 19.486699598532816 4932.854670618895 203.40149308049283 34 12 12 18.9632522999309 57 True True 2020ysi 117.19652083333332 15.625533333333333 SNIa 0.108 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 117.19652083333332 15.625533333333333 TNS 2020ysi ZTF20acnvprg 2020ysi SNIa 0.108 0.11001422296830299 0.4308909615318228 0.1842809514519388 0.26241618290764634 0.4308909615318228 0.6166995369344228 10.692311748322183 10.692311748322183 8.270940551608717 8.270940551608717 59155.46405090019 59149.51554400008 19.24669676704834 19.462411106487 19.24669676704834 0.5168922366795974 1.9196172451323257 0.25345202250158555 117.1965315414985 15.625463689351601 0.0010297210009545532 16.927712538779975 18.17877545619726 17.33220339995384 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.9196172451323257 0.25345202250158555 117.1965315414985 15.625463689351601 0.0010297210009545532 16.927712538779975 18.17877545619726 17.33220339995384 0.99 False False 0.3 0.7 1.5 0.02 8 3 5.948506900109351 0.25345202250158555 1.9196172451323257 0.8465720562434207 0.1320325826121208 -1.2836356502897388 -1.9144933670945008 False 0.108 Inputed -19.207736667432897 -18.99202232799424 """""" """""" """"""
-0.08445451918774805 0.2971682634814461 -27.81215714820122 18.642068863366788 4475.188108418634 194.9433117788444 18 18 18 39.93994210008532 50 True False 2020ufe 81.01885416666666 -23.024202777777777 SNIa 0.075 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 81.01885416666666 -23.024202777777777 TNS 2020ufe ZTF20acgrvtr 2020ufe SNIa 0.075 0.4902601713888295 0.9123824365775839 0.5880313032862219 0.6908353237234088 0.9123824365775839 1.1566934736289944 -9.463572011658828 -9.463572011658828 49.403514111744144 49.403514111744144 59130.460196800064 59126.47978009982 18.627183304772974 18.66845780632549 18.627183304772974 2.3476468650253848 0.9660809694355619 2.809150556653121 81.01803752 -23.023993 0.011005082639446995 20.370292952382563 21.06570963075161 20.62860797996521 0.96 """""" """""" """""" """""" 0 False True all False False 0 0.9660809694355619 2.809150556653121 81.01803752 -23.023993 0.011005082639446995 20.370292952382563 21.06570963075161 20.62860797996521 0.96 False False 0.3 0.7 1.5 0.02 8 3 3.98041670024395 2.809150556653121 0.9660809694355619 0.4371016507863992 2.907779622544871 2.397251824426121 2.0014246751922364 False 0.075 Inputed -19.02021811858049 -18.978943617027976 """""" """""" """"""
-0.1160194105342868 0.4333504776549414 -7.558455197728416 18.83939936378653 5864.9990264031785 177.73655176200535 40 18 18 27.02438660012558 23 True False 2021mqf 160.26088333333334 -3.9372555555555557 SNIa 0.083 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 160.26088333333334 -3.9372555555555557 TNS 2021mqf ZTF21abbgkgc 2021mqf SNIa 0.083 -0.08339407040752178 0.2385600222148625 -0.0099619376550244 0.06803702533580847 0.2385600222148625 0.4298994848420996 15.689217588349988 15.689217588349988 11.335169011775593 11.335169011775593 59362.23210649984 59346.19192129979 18.500921269720425 18.589203187795487 18.500921269720425 0.7967759335862759 0.9657400501589795 0.5138528368227154 160.26086772 -3.93739744 0.009462429406451367 21.576258978402613 22.558670672607423 21.294625003290175 0.575 """""" """""" """""" """""" 0 False True all False False 0 0.9657400501589795 0.5138528368227154 160.26086772 -3.93739744 0.009462429406451367 21.576258978402613 22.558670672607423 21.294625003290175 0.575 False False 0.3 0.7 1.5 0.02 8 3 16.040185200050473 0.5138528368227154 0.9657400501589795 1.2640456693172482 0.5320819373061367 3.9694674848119362 2.7937037335697497 False 0.083 Inputed -19.370372210417912 -19.28209029234285 """""" """""" """"""
-0.1021342844574882 0.4313195500139865 -15.900700454400269 18.106693757780985 6213.761394757116 114.1866519334015 7 7 7 57.91734950011596 42 True True 2018ils 352.44724999999 -3.9145 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 352.44724999999 -3.9145 TNS 2018ils ZTF18aceisbk 2018ils SNIa 0.06 -0.03302001159958934 0.5252740948598849 0.08819533884562247 0.22109852496694415 0.5252740948598849 0.8867498970901728 20.24084318252783 20.24084318252783 37.676506317588135 37.676506317588135 58457.119687499944 58429.21148149995 17.94476069083699 17.94476069083699 18.03583991593528 4.014179016580653 0.8328496722213563 0.39323499162426373 352.447358031735 -3.9145177525040697 0.00865919693386874 21.867264415682556 21.91060274847269 21.436597034482958 0.8999999999999999 """""" """""" """""" """""" 0 False True all False False 0 0.8328496722213563 0.39323499162426373 352.447358031735 -3.9145177525040697 0.00865919693386874 21.867264415682556 21.91060274847269 21.436597034482958 0.8999999999999999 False False 0.3 0.7 1.5 0.02 8 3 27.908205999992788 0.39323499162426373 0.8328496722213563 0.4740057139897331 0.4721560261594832 3.965842057635701 3.400757118547677 False 0.06 Inputed -19.11966106526252 -19.21074029036081 """""" """""" """"""
-0.016737534729694647 0.4043647998455876 -16.14640657550878 17.960449353403604 4084.637591180126 232.3779448742642 52 45 45 74.02031250018626 45 True True 2020uhn 138.05320833333332 14.9442 SNII 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 138.05320833333332 14.9442 TNS 2020uhn ZTF20acbiwri 2020uhn SNII 0.03 0.5242547602603729 0.8787852034544166 0.607408965308597 0.6941324609370056 0.8787852034544166 1.0792637172365076 37.99434425596719 37.99434425596719 36.02596824421907 36.02596824421907 59126.53143520001 59126.4869328998 17.839270829289084 18.296657313463815 17.839270829289084 0.30820140541081986 1.5604207339302383 1.1109423255418236 138.05312826 14.94449874 0.0012991013840762955 17.62771592643261 18.091138792324067 17.645088967347146 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.5604207339302383 1.1109423255418236 138.05312826 14.94449874 0.0012991013840762955 17.62771592643261 18.091138792324067 17.645088967347146 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.04450230021029711 1.1109423255418236 1.5604207339302383 0.4460498249769209 0.711950502441536 -0.2055185211397479 -0.19418186194193865 False 0.03 Inputed -17.795526624336244 -17.338140140161514 """""" """""" """"""
-0.14003866084069028 0.4626375479529439 -4.822966095147516 18.065139198894762 6027.39201989982 241.4990080530702 50 19 19 17.99752310011536 65 True False 2021fnx 78.97987499999999 5.646288888888888 SNIa 0.055612 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 78.97987499999999 5.646288888888888 TNS 2021fnx ZTF21aapdmnr 2021fnx SNIa 0.055612 -0.14482135177139455 0.07267022463614126 -0.09405222742561037 -0.04093337030719013 0.07267022463614126 0.19663876549190107 6.68053387142528 6.68053387142528 11.31698922869008 11.31698922869008 59296.17629629979 59290.17707179999 17.63020495371355 17.63020495371355 17.82097136671857 0.596656274920418 2.1388598352136423 2.7075536272881613 78.97965281 5.64700775 0.004556162557812327 18.16492769498825 18.977174586200714 18.39782870054245 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 1.6516184100345312 78.97943437 5.64642382 0.009108709459556108 21.315299975442887 24.757257234477997 23.762223226737976 0.575 False False 0.3 0.7 1.5 0.02 8 3 5.999224499799311 2.7075536272881613 2.1388598352136423 0.5793458856582632 1.2658864235569296 1.3469696324871627 0.5768573338238809 False 0.055612 Inputed -19.16741285473898 -19.358179267744 """""" """""" """"""
-0.1287730130055702 0.45441020323769904 -6.2644610927188875 19.504461036934238 6006.125672324832 175.71367634318563 49 24 24 24.977986099664122 124 True False 2018lpn 286.71760249999 34.348389694444 SNIa 0.13 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 286.71760249999 34.348389694444 TNS 2018lpn ZTF18abslxhz 2018lpn SNIa 0.13 -0.12154954582645772 0.19415680719501438 -0.049678084880426354 0.026756732650461856 0.19415680719501438 0.38240281330261894 11.88596238277362 11.88596238277362 13.092023716890502 13.092023716890502 58375.233055599965 58363.20778940013 19.14979863127102 19.14979863127102 19.334567416175812 0.31678301896612077 0.7007120173442887 0.4414155034150203 286.71764373 34.34850749 0.0025444943837381606 20.653074309301378 20.619438556098938 20.154299074673652 0.975 """""" """""" """""" """""" 0 False True all False False 0 0.7007120173442887 0.4414155034150203 286.71764373 34.34850749 0.0025444943837381606 20.653074309301378 20.619438556098938 20.154299074673652 0.975 False False 0.3 0.7 1.5 0.02 8 3 12.02526619983837 0.4414155034150203 0.7007120173442887 0.46513948142528605 0.6299528086987762 1.4696399248279164 0.8197316584978402 False 0.13 Inputed -19.531915839646583 -19.716684624551373 """""" """""" """"""
-0.18302136065346652 0.25983025355232703 -8.938422572724267 18.975214414848743 5417.025778905005 130.39940276121678 42 12 12 31.08604170009494 90 True False 2021fok 279.0952625 35.33150277777778 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 279.0952625 35.33150277777778 TNS 2021fok ZTF21aaoppzc 2021fok SNIa 0.07 0.058005689356679824 0.569227332546351 0.1712071650436222 0.2937615933968942 0.569227332546351 0.8894058711330644 9.532219843988706 9.532219843988706 21.553821856106232 21.553821856106232 59291.51413189992 59280.40725689987 18.579957202996436 18.579957202996436 18.657623071674966 2.2263694360836177 3.4886898955483394 3.9677200923875473 279.09493797 35.33257265 0.002023903260795046 15.882254354643822 18.485078965449333 16.439279718327523 0.8099999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.4886898955483394 3.9677200923875473 279.09493797 35.33257265 0.002023903260795046 15.882254354643822 18.485078965449333 16.439279718327523 0.8099999999999999 False False 0.3 0.7 1.5 0.02 8 3 11.10687500005588 3.9677200923875473 3.4886898955483394 2.04579924712181 1.1373094804013573 -0.09487823754710334 -2.218343353347443 False 0.07 Inputed -18.83754287991583 -18.91520874859436 """""" """""" """"""
-0.22197495554666083 0.223299502181736 -4.950144824942286 18.195581257419477 5586.359851109279 143.13878504115772 25 14 14 40.87278940016404 67 True True 2021dwo 216.18104999999997 -1.57035 SNIa 0.057153 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 216.18104999999997 -1.57035 TNS 2021dwo ZTF21aamkxbl 2021dwo SNIa 0.057153 -0.03068137504583035 0.3988818334562403 0.06527967304750959 0.16858677878696682 0.3988818334562403 0.6637167924241538 9.763493636747175 9.763493636747175 31.109295763416863 31.109295763416863 59274.443090300076 59266.48355320003 17.58292754581459 17.58292754581459 17.742953761660395 4.909431354244093 2.4379095188492585 0.21500995576070042 216.1810133368415 -1.570302841793725 0.0003620846060697902 14.925847285977602 15.991794132671355 15.286466835192442 0.975 """""" """""" """""" """""" 0 False True all False False 0 2.4379095188492585 0.21500995576070042 216.1810133368415 -1.570302841793725 0.0003620846060697902 14.925847285977602 15.991794132671355 15.286466835192442 0.975 False False 0.3 0.7 1.5 0.02 8 3 7.959537100046873 0.21500995576070042 2.4379095188492585 0.7053272974789131 0.08819439527935777 -1.5911334131432362 -2.456486926467953 False 0.057153 Inputed -19.30555949320381 -19.465585709049613 """""" """""" """"""
-0.21599247120022483 0.3537757207966943 -2.3617739201771313 16.52538184198507 5808.823960028753 75.87075411670652 26 11 11 20.03991900011897 250 True False 2021qoq 323.96649999999994 47.575630555555556 SNIa 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 323.96649999999994 47.575630555555556 TNS 2021qoq ZTF21abhrepm 2021qoq SNIa 0.03 -0.08563619421882152 0.8009372335162084 0.093266531881536 0.2987244375793736 0.8009372335162084 1.448033669020166 4.4101975458537686 4.4101975458537686 15.629721454265201 15.629721454265201 59387.34986109985 59385.38866900001 16.098637267438292 16.098637267438292 16.367921553119377 4.7349777374192135 3.385940173254055 1.431483682386849 323.96601975 47.57540002 0.0002678478341457957 13.609462043190003 14.389421178817749 13.918605471611023 0.77 """""" """""" """""" """""" 0 False True all False False 0 3.385940173254055 1.431483682386849 323.96601975 47.57540002 0.0002678478341457957 13.609462043190003 14.389421178817749 13.918605471611023 0.77 False False 0.3 0.7 1.5 0.02 8 3 1.9611920998431742 1.431483682386849 3.385940173254055 0.47081570720672516 0.42277288113189637 -1.7092160886205434 -2.4493160815083534 False 0.03 Inputed -19.26687590050595 -19.536160186187036 """""" """""" """"""
-0.12072186894624341 0.4190468015394756 -28.119118272848656 17.360143887739135 3787.947531617986 342.66227363103735 25 24 24 45.98887729970738 87 True True 2019hvu 27.666375 33.085969 SNIa 0.034 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 27.666375 33.085969 TNS 2019hvu ZTF19aavvvrc 2019hvu SNIa 0.034 0.6980855277464606 0.9527669649488537 0.759103850865344 0.8218626357577321 0.9527669649488537 1.0911413814669046 -20.914353513116723 -20.914353513116723 66.9032308128241 66.9032308128241 58651.43778940011 58651.43778940011 17.800370800444753 20.088468720863343 17.800370800444753 1.8551683828338095 7.413137406778845 39.752768431750425 27.6787053707941 33.0820702244129 0.004857296209571427 12.653740470297336 13.846940837023258 13.031112276928425 0.9550000000000001 """""" """""" """""" """""" 42 False True all False False 0 3.7854537458505315 5.28319766158871 27.66723795576495 33.0872460877888 0.05230262650737605 19.82763497176886 24.969844052672386 23.912345772674083 0.5375 False False 0.3 0.7 1.5 0.02 8 3 0.0 39.752768431750425 7.413137406778845 0.8158285600948325 5.362475595744257 -6.241527883840085 -4.769258523516328 False 0.034 Inputed -18.108356236839278 -15.820258316420688 """""" """""" """"""
-0.21291637543046238 0.21568581237394827 -8.095908776864452 18.3355278595349 6119.15716143682 96.36497760633452 94 54 54 44.913819399662316 51 True False 2020lek 301.03389999999996 71.03636388888889 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 301.03389999999996 71.03636388888889 TNS 2020lek ZTF20abbpory 2020lek SNIa 0.06 -0.08457726344007455 0.5729628550285177 0.05427031357604761 0.20923226159979436 0.5729628550285177 1.0187916939828732 12.876061737353854 12.876061737353854 32.037757662308465 32.037757662308465 59005.217673600186 58991.45009260019 17.555394395017085 17.555394395017085 17.84245604388363 1.2743354572269259 3.3571621080221363 18.60451827180834 301.03389214 71.04153181 0.006350428557818422 15.01622789812088 16.019138434791564 15.26816277141571 0.9299999999999999 """""" """""" """""" """""" 4 False True all False False 0 0.8468524031815867 3.5921751865472205 301.03084437 71.03646212 0.04643534873392119 21.887320741176605 25.666008945083618 23.27 0.15 False False 0.3 0.7 1.5 0.02 8 3 13.767580999992788 18.60451827180834 3.3571621080221363 0.7509756633758542 5.541739622090858 -1.536255960225521 -2.5742932724679193 False 0.06 Inputed -19.31304493731417 -19.600106586180715 """""" """""" """"""
-0.11904852068952948 0.40746446585110174 -11.768161909024332 18.04356454927774 5000.938112119845 191.7024044485594 16 8 8 14.028622699901462 56 True True 2019fyb 154.97353708333 22.105147972222 SNIa 0.0438 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 154.97353708333 22.105147972222 TNS 2019fyb ZTF19aavweum 2019fyb SNIa 0.0438 0.16519102263799113 0.520793119919361 0.2471721158364737 0.3336428494247734 0.520793119919361 0.72821076864453 1.8245639973618584 1.8245639973618584 12.204058702539603 12.204058702539603 58640.22240740014 58634.171157400124 17.889169248952783 17.95530484717158 17.889169248952783 2.0631014780498136 3.00875833960638 2.560659642909718 154.97408898631602 22.1056424181889 0.0023619112987456337 16.62497884231925 17.29250013106108 16.915342695299387 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.744518401424638 1.4446816550546888 154.97328087 22.10482441 0.004448320194384903 20.48132545017004 17.643253618729116 19.301511049330234 1.0 False False 0.3 0.7 1.5 0.02 8 3 6.0512500000186265 2.560659642909718 3.00875833960638 0.37715743576169203 0.8510685651293336 -0.6628047161105002 -0.9738265536533959 False 0.0438 Inputed -18.574691217449224 -18.508555619230428 """""" """""" """"""
-0.15062263507438517 0.24809483860977888 -11.845598791875613 18.786390130684232 3642.278030991105 309.9489397487398 42 29 29 66.91696760011837 30 True False 2019daf 206.95050874999 72.050106888888 SNIIb 0.035 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 206.95050874999 72.050106888888 TNS 2019daf ZTF19aapadxs 2019daf SNIIb 0.035 0.6885665867529696 0.9705696171570608 0.7558244645400158 0.8252069900276204 0.9705696171570608 1.1251198670565579 14.326795087218327 14.326795087218327 52.59017251290004 52.59017251290004 58592.26060190005 58575.342754600104 18.184696000458803 18.91532832634695 18.184696000458803 4.155765305913132 5.325789870740689 2.5642939971869634 206.95276483 72.04995215 0.001684745347531269 14.82176958053112 17.799399029147626 15.022898013043404 1.0 """""" """""" """""" """""" 0 False True all False False 0 5.325789870740689 2.5642939971869634 206.95276483 72.04995215 0.001684745347531269 14.82176958053112 17.799399029147626 15.022898013043404 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.917847299948335 2.5642939971869634 5.325789870740689 2.7765010161042216 0.4814861380984849 -1.1159292971993224 -3.161797987415399 False 0.035 Inputed -17.787508694901565 -17.05687636901342 """""" """""" """"""
-0.11748447479896978 0.31793731725343977 -8.122100959603868 19.882313150517483 5555.023417073497 200.95639900996423 31 16 16 27.92929399991408 62 True True 2018lpy 255.87399916666 41.645316111111 SNIa 0.1392 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 255.87399916666 41.645316111111 TNS 2018lpy ZTF18abqbavl 2018lpy SNIa 0.1392 -0.01542783927040503 0.28116334305252266 0.05302113470061798 0.12517198479247327 0.28116334305252266 0.4537660570451223 14.599025483852909 14.599025483852909 13.330268516061171 13.330268516061171 58362.2021643999 58349.23467590008 19.52964490627085 19.52964490627085 19.549146118873715 0.6336654298405406 2.0143806989083783 3.5948279369809493 255.87283860872702 41.644821141813395 0.004868700883549404 18.082904398106336 19.033477345089914 18.39357083554268 0.985 """""" """""" """""" """""" 0 False True all False False 0 2.0143806989083783 3.5948279369809493 255.87283860872702 41.644821141813395 0.004868700883549404 18.082904398106336 19.033477345089914 18.39357083554268 0.985 False False 0.3 0.7 1.5 0.02 8 3 12.967488499823958 3.5948279369809493 2.0143806989083783 0.6399065095472345 1.7845821988510107 -0.4961675611809362 -1.1555752833310358 False 0.1392 Inputed -19.46961110040217 -19.489112313005034 """""" """""" """"""
-0.14985336254185516 0.33226943863485126 -2.5299400035008732 18.569099374445234 5643.0994935172685 150.67873989283567 10 10 10 27.938888899981976 38 True True 2019dag 142.00613916666 4.0121146944444 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 142.00613916666 4.0121146944444 TNS 2019dag ZTF19aapcvxi 2019dag SNIa 0.06 -0.06703663092572398 0.32639454689144287 0.02127240741085501 0.1160509467097306 0.32639454689144287 0.5669162655506206 7.837410102570256 7.837410102570256 20.10147879741172 20.10147879741172 58584.22658560006 58581.21181710018 18.2235322050026 18.2235322050026 18.40898940991633 6.886643644215625 1.1737633040838922 2.340350450055233 142.006592373457 4.01164753756683 0.0006090126464038947 16.62852999003768 17.766872814981937 17.007665195397138 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.1737633040838922 2.340350450055233 142.006592373457 4.01164753756683 0.0006090126464038947 16.62852999003768 17.766872814981937 17.007665195397138 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 3.014768499881029 2.340350450055233 1.1737633040838922 0.7592076195847994 1.993886196571674 -0.45665939002066125 -1.4013242145191924 False 0.06 Inputed -18.74651157128147 -18.931968776195202 """""" """""" """"""
-0.04037143874732145 0.6030056858436342 -15.196458059862174 17.814570428083595 6203.612171325813 223.2083845357471 62 42 42 73.98189819976687 34 True False 2021fmu 157.98433333333332 -15.955449999999999 SLSN-II 0.14 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 157.98433333333332 -15.955449999999999 TNS 2021fmu ZTF21aaokvio 2021fmu SLSN-II 0.14 -0.12145337688527746 0.12059054129906954 -0.06524527442289951 -0.006236193693183623 0.12059054129906954 0.2598624622033938 49.31362853785431 49.31362853785431 24.66826966191256 24.66826966191256 59328.2109375 59276.23021990014 17.495190386812013 17.495190386812013 17.724522844426048 0.4571960660528734 1.3724228587729477 7.7813928223791065 157.9864583 -15.95615556 0.025087555162774056 19.13786950147152 19.89779286441803 19.548825043439866 1.0 """""" """""" """""" """""" 1 False True all False False 0 1.018166097225847 6.132729929442989 157.98568987 -15.95435415 0.09120863155280723 21.525722849321365 23.64 24.214330768871307 0.2333333333333333 False False 0.3 0.7 1.5 0.02 8 3 51.9807175998576 7.7813928223791065 1.3724228587729477 0.3489678209781637 5.669821638890709 2.402602477606017 1.8243021990138182 False 0.14 Inputed -21.30700402338271 -21.536336480996745 """""" """""" """"""
-0.17376715154510747 0.23995162441391105 -5.01988120381206 18.827060153425045 5254.1028634692375 97.85232664585419 32 22 22 40.98121530003846 36 True True 2019cdz 164.55583208333 16.892630111111 SNIa 0.0849 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 164.55583208333 16.892630111111 TNS 2019cdz ZTF19aanfyey 2019cdz SNIa 0.0849 0.07697980018929229 0.8054953366760138 0.23200839943472218 0.4041509964395509 0.8054953366760138 1.2939322764621473 11.188589879083503 11.188589879083503 29.792625420954955 29.792625420954955 58575.22832180001 58567.23381939996 18.466737752767962 18.526444030167223 18.466737752767962 0.9261260364214218 0.9806353853798346 0.5063248174533045 164.5556896481285 16.8926648454895 0.0003262042916103436 17.10316446237922 18.13828462431431 17.434476381493806 0.975 """""" """""" """""" """""" 0 False True all False False 0 0.9806353853798346 0.5063248174533045 164.5556896481285 16.8926648454895 0.0003262042916103436 17.10316446237922 18.13828462431431 17.434476381493806 0.975 False False 0.3 0.7 1.5 0.02 8 3 7.994502400048077 0.5063248174533045 0.9806353853798346 0.7038082428205037 0.5163232175812084 -0.38815940585291386 -1.0322613712741564 False 0.0849 Inputed -19.454596800740546 -19.394890523341285 """""" """""" """"""
-0.13252973648847982 0.27745895630184914 -5.99422767246794 17.751700192613285 4999.98504510728 107.60801501086678 33 20 20 46.99011579994112 49 True True 2020kbh 161.14570833333332 39.09463055555556 SNIa 0.03456 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 161.14570833333332 39.09463055555556 TNS 2020kbh ZTF20aazquhc 2020kbh SNIa 0.03456 0.15681261989280415 0.8424238455382778 0.3051402384919939 0.4681109782726409 0.8424238455382778 1.2897017057662516 21.739219287955088 21.739219287955088 25.250896511986035 25.250896511986035 58998.244907400105 58980.18538190005 17.41865544112851 17.55113388602622 17.41865544112851 3.711958669736231 3.710953921540854 5.3028884762199215 161.144467527234 39.0935159145424 0.003018486970765011 16.072345855306686 17.060599410257936 16.432020677660702 0.99 """""" """""" """""" """""" 1 False True all False False 0 0.8862434751303201 1.2468127024805857 161.145867492867 39.0949541153914 0.003299033331846668 19.97252253903687 20.598351410132647 20.099343604655267 0.95 False False 0.3 0.7 1.5 0.02 8 3 18.059525500051677 5.3028884762199215 3.710953921540854 0.6285787325972336 1.4289825711492716 -0.49053447576828546 -0.9866347634678085 False 0.03456 Inputed -18.52584377400682 -18.39336532910911 """""" """""" """"""
-0.1321605972684677 0.43078060961901576 -10.21005922401844 19.4914259057438 5770.324475526495 183.26714061724115 29 17 17 33.94895840017125 56 True True 2018lpx 242.67673791666 42.594064611111 SNIa 0.115 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 242.67673791666 42.594064611111 TNS 2018lpx ZTF18aboaeqy 2018lpx SNIa 0.115 -0.0455024575234404 0.2753717607156574 0.02794093609627879 0.10577384920573962 0.2753717607156574 0.4648907872864747 15.184498350536359 15.184498350536359 18.76446004963489 18.76446004963489 58362.20263889991 58343.18030089978 19.192173097982888 19.192173097982888 19.343065722634037 0.3243174966082122 1.5252841857243278 1.1217911783983652 242.67631626849652 42.5940372331642 0.0021921116503809124 18.36689315594971 19.001931297712325 18.63521013773799 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.5252841857243278 1.1217911783983652 242.67631626849652 42.5940372331642 0.0021921116503809124 18.36689315594971 19.001931297712325 18.63521013773799 1.0 False False 0.3 0.7 1.5 0.02 8 3 19.022338000126183 1.1217911783983652 1.5252841857243278 0.3667211599743361 0.7354637181042092 -0.19024180027056303 -0.7078555848960484 False 0.115 Inputed -19.250804257909547 -19.401696882560696 """""" """""" """"""
-0.18548596626118363 0.1183327864901135 -7.685998376960102 18.8423707018355 5465.947969066281 85.56759405633974 57 43 43 56.90935180010274 58 True True 2021hay 229.53935416666667 15.17635 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 229.53935416666667 15.17635 TNS 2021hay ZTF21aaqpykm 2021hay SNIa 0.06 0.07553558360836377 0.9338950995079784 0.2540086555573211 0.4551014985122208 0.9338950995079784 1.5320843437867033 15.81586536688889 15.81586536688889 41.093486433213855 41.093486433213855 59307.38312500017 59295.38754629996 18.242978724400988 18.242978724400988 18.285824684780074 2.0257635038665374 0.867502195993544 0.2246450078586083 229.539346888416 15.176287995233 0.0005017945935411605 18.055736845002173 19.10689575349808 18.402819581652878 0.99 """""" """""" """""" """""" 0 False True all False False 0 0.867502195993544 0.2246450078586083 229.539346888416 15.176287995233 0.0005017945935411605 18.055736845002173 19.10689575349808 18.402819581652878 0.99 False False 0.3 0.7 1.5 0.02 8 3 11.9955787002109 0.2246450078586083 0.867502195993544 0.7040761718452018 0.25895612587046424 0.8639170290970917 0.11699489687280362 False 0.06 Inputed -18.869676296417726 -18.912522256796812 """""" """""" """"""
-0.005307766044693419 0.2086301273506928 -11.279823934406636 18.60847984801345 3749.861816222242 242.29651378075675 85 51 51 74.91737269982696 57 True True 2021foj 206.3608333333333 47.91816111111111 SNII 0.028057 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 206.3608333333333 47.91816111111111 TNS 2021foj ZTF21aapliyn 2021foj SNII 0.028057 0.6463598313208045 1.0062712418975082 0.7310544425946262 0.819193570335564 1.0062712418975082 1.2085731494198058 344.97168085754225 344.97168085754225 -270.0543081577153 -270.0543081577153 59352.26837959979 59291.28089120006 18.42948015231479 18.46107181002006 18.42948015231479 1.3598745775596477 5.831274478053002 17.234833696119907 206.3633231762125 47.9226483699152 0.0022265328790499472 13.50045517138481 14.587219354205132 13.85672486465931 1.0 """""" """""" """""" """""" 10 False True all False False 0 0.7 1.4214788729348236 206.36130018147 47.9179202422461 0.009490646419685778 21.584835867981912 21.565672649464606 21.412532676188945 0.65 False False 0.3 0.7 1.5 0.02 8 3 60.98748839972541 17.234833696119907 5.831274478053002 0.7304944895458227 2.9555860834515935 -3.8738524558149265 -4.5727552876554824 False 0.028057 Inputed -17.058869418017608 -17.02727776031234 """""" """""" """"""
-0.017844689678988206 0.23244235770273186 -20.534345457752654 19.02553690363196 4017.508051811982 186.71625087662713 33 25 25 74.78664349997416 44 True True 2018kta 192.90475416666 12.573364 SNII 0.023 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 192.90475416666 12.573364 TNS 2018kta ZTF18acvwdkk 2018kta SNII 0.023 0.6352864103402069 1.1112185965038464 0.7452626744801876 0.8610710665619301 1.1112185965038464 1.3879370522913597 122.19570257113273 122.19570257113273 -47.409059071158566 -47.409059071158566 58526.48175929999 58465.51906249998 18.8120872583466 19.272107487492647 18.8120872583466 1.2347367067440331 1.040685164604753 0.6065525581027819 192.9046651905165 12.57350838221545 0.007369723058367472 21.031931927168372 21.064166215020418 20.95911940656185 0.9500000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.040685164604753 0.6065525581027819 192.9046651905165 12.57350838221545 0.007369723058367472 21.031931927168372 21.064166215020418 20.95911940656185 0.9500000000000001 False False 0.3 0.7 1.5 0.02 8 3 60.962696800008416 0.6065525581027819 1.040685164604753 0.1050468084585674 0.5828396317469823 1.7920587275277704 2.1470321482152492 False 0.023 Inputed -16.24194471089825 -15.781924481752203 """""" """""" """"""
-0.055061153811306496 0.23743310996247335 -11.75909715551894 18.54590832737367 5134.500690708008 214.1453409835877 161 44 44 63.99027780024335 61 True True 2020aafb 27.870625 22.82891111111111 SNIIn 0.078 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 27.870625 22.82891111111111 TNS 2020aafb ZTF20acqqdkl 2020aafb SNIIn 0.078 0.11581381882359665 0.4202432946386523 0.18655204086378063 0.26078420844251937 0.4202432946386523 0.5952681629200072 38.30067502987417 38.30067502987417 25.689602770369177 25.689602770369177 59192.161215300206 59168.21548609994 18.184740679708952 18.262711801515167 18.184740679708952 1.103528909217998 2.364029007879738 3.420209049001855 27.8708407024814 22.8298401357569 0.0015556169411851117 16.374767238204477 17.11640671971798 16.71476632949114 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.364029007879738 3.420209049001855 27.8708407024814 22.8298401357569 0.0015556169411851117 16.374767238204477 17.11640671971798 16.71476632949114 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 23.945729200262576 3.420209049001855 2.364029007879738 0.40164039022683795 1.446771184956562 -1.1463050817971876 -1.4699743502178109 False 0.078 Inputed -19.54926445460222 -19.471293332796005 """""" """""" """"""
-0.03408748003204059 0.43058260788402813 -19.474429427342756 19.13617155732043 6666.0118745125 221.33116873693606 14 10 10 68.99156250013039 89 True True 2019fyt 311.96261749999 10.293215555555 AGN 0.102 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 311.96261749999 10.293215555555 TNS 2019fyt ZTF19aavndxo 2019fyt AGN 0.102 -0.18329345059606084 0.04768509529105813 -0.12974985026269792 -0.07347340742122199 0.04768509529105813 0.18101702039475143 11.302850975740103 11.302850975740103 57.688711524390285 57.688711524390285 58634.46128469985 58628.403229199816 18.657777845292742 18.657777845292742 18.936399270827305 1.225795566200695 0.9643705473762385 0.20251273600138467 311.96265790957955 10.2932553508196 0.004887323655695108 20.783044750943183 21.2745416621542 21.130328380732536 0.86875 """""" """""" """""" """""" 0 False True all False False 0 0.9643705473762385 0.20251273600138467 311.96265790957955 10.2932553508196 0.004887323655695108 20.783044750943183 21.2745416621542 21.130328380732536 0.86875 False False 0.3 0.7 1.5 0.02 8 3 6.058055500034243 0.20251273600138467 0.9643705473762385 0.14421328142166345 0.20999473340653213 2.6167638168614573 2.1939291099052305 False 0.102 Inputed -19.391243725694636 -19.6698651512292 """""" """""" """"""
-0.016455098313733478 0.34209389015961944 -7.008429568197933 18.591908863796714 5399.043170870445 115.48734308112279 71 56 56 74.8536110999994 39 True True 2018inm 96.168689583333 46.503884638888 SNII 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 96.168689583333 46.503884638888 TNS 2018inm ZTF18achtnvk 2018inm SNII 0.04 0.05159174632040475 0.6383051249954939 0.1794726014424448 0.3193276982488591 0.6383051249954939 1.0159037423761674 64.19100863532293 64.19100863532293 10.662602464676475 10.662602464676475 58440.415416699834 58434.403680600226 18.355005741410153 18.355005741410153 18.408845540712505 1.1947654066626914 4.960302065498547 2.52763875820566 96.16792324542385 46.50434804814205 0.0036838173765550986 16.031173617954252 16.819056531553265 16.31903610895634 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.960302065498547 2.52763875820566 96.16792324542385 46.50434804814205 0.0036838173765550986 16.031173617954252 16.819056531553265 16.31903610895634 1.0 False False 0.3 0.7 1.5 0.02 8 3 6.0117360996082425 2.52763875820566 4.960302065498547 0.5000204225969256 0.5095735551644502 -1.5359492098568879 -2.0898094317561657 False 0.04 Inputed -17.855959346768913 -17.909799146071265 """""" """""" """"""
-0.21101624952626863 0.11494499604423633 -13.397213346066437 17.85560989777965 4960.315903376879 137.34738571362593 62 39 39 73.88957179989666 52 True True 2021tsz 354.49329166666666 -0.4415305555555556 SNII 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 354.49329166666666 -0.4415305555555556 TNS 2021tsz ZTF21abmwzxt 2021tsz SNII 0.04 0.23454733528741656 0.7758889850988666 0.3555516360861475 0.4857496399362802 0.7758889850988666 1.1096926075738764 10.895398270449526 10.895398270449526 62.99417352944713 62.99417352944713 59428.46372690005 59414.42293980019 17.317467278336153 17.32832629460995 17.317467278336153 2.0541459140507325 0.9265013432526888 0.13141896829262595 354.4932690204965 -0.44150192312478753 0.0021322340541684026 19.80286953980565 20.378340587620734 19.951944001693725 0.975 """""" """""" """""" """""" 0 False True all False False 0 0.9265013432526888 0.13141896829262595 354.4932690204965 -0.44150192312478753 0.0021322340541684026 19.80286953980565 20.378340587620734 19.951944001693725 0.975 False False 0.3 0.7 1.5 0.02 8 3 14.040787099860609 0.13141896829262595 0.9265013432526888 0.4263965859270087 0.14184433649200168 3.0500142930107828 2.6344767233575723 False 0.04 Inputed -18.947337609145265 -18.936478592871467 """""" """""" """"""
-0.02955743077671491 0.4154730801716695 -25.890551911799825 18.389097017267787 3735.4036658572013 275.9370822390856 36 33 33 57.910335700027645 60 True False 2020uik 120.47575833333333 -6.760977777777778 SNII 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 120.47575833333333 -6.760977777777778 TNS 2020uik ZTF20achvdtx 2020uik SNII 0.03 0.7518050390851521 1.0804330970434535 0.8297469106334745 0.9104440802711551 1.0804330970434535 1.2624590910843558 24.81515696247514 24.81515696247514 33.0951787375525 33.0951787375525 59151.456192099955 59130.46678239992 18.169828609900676 18.828503319097358 18.169828609900676 0.2498324269739438 3.0643142954068083 15.849398265888853 120.47850666 -6.75752317 0.00502869540054196 15.10783948636055 16.102725816726686 15.448065159368515 0.9199999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 13.378878532334909 120.47796275 -6.76398098 0.6739917927273997 22.835004338932038 23.64 26.9003055208683 0.5 False False 0.3 0.7 1.5 0.02 8 3 20.98940970003605 15.849398265888853 3.0643142954068083 0.6546606573581712 5.172249559924707 -2.725777502370672 -2.721763450532162 False 0.03 Inputed -17.46496884372465 -16.80629413452797 """""" """""" """"""
-0.1063517091818371 0.31486539486508025 -13.508090483745296 19.389767040104587 4826.672085353456 165.4885217392662 28 15 15 23.965474599972367 58 True False 2018lpo 280.83500374999 58.805455111111 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 280.83500374999 58.805455111111 TNS 2018lpo ZTF18abssdpi 2018lpo SNIa 0.1 0.2528994598037144 0.6959025169502588 0.3538531648520369 0.46113429556348606 0.6959025169502588 0.9598371158917871 18.363763742599687 18.363763742599687 5.601710857372682 5.601710857372682 58384.203865699936 58363.1979398001 19.05121692577925 19.362405843742152 19.05121692577925 1.0697811593376156 0.8313127562037939 0.18004117128702923 280.8350416 58.80550112 0.0002837399622003245 17.423969802570344 18.53622046892643 17.77363536207676 0.8800000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.8313127562037939 0.18004117128702923 280.8350416 58.80550112 0.0002837399622003245 17.423969802570344 18.53622046892643 17.77363536207676 0.8800000000000001 False False 0.3 0.7 1.5 0.02 8 3 21.005925899837166 0.18004117128702923 0.8313127562037939 0.7625851068496701 0.2165745322003608 -0.8261853748157222 -1.2775815637024905 False 0.1 Inputed -19.232525172691677 -18.921336254728775 """""" """""" """"""
-0.06420354963979068 0.4784402205119785 -11.281035911908537 19.873340768052472 7153.992396685435 221.21931094536745 30 27 27 53.08275460032746 53 True True 2019mha 244.11582745 56.432304066667 TDE 0.148 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 244.11582745 56.432304066667 TNS 2019mha ZTF19abhejal 2019mha TDE 0.148 -0.30043118019050397 -0.0952108425270346 -0.2529745216393664 -0.20301781164870647 -0.0952108425270346 0.023790816394935632 28.19055069414016 28.19055069414016 24.8922039061873 24.8922039061873 58697.19625000004 58669.20726849977 19.26950890343462 19.26950890343462 19.599501573172063 0.6656148025931146 0.8623557338199824 0.12673871491420097 244.1157646438285 56.4323098501168 0.0009052707597931864 18.862979274012147 19.73993275250912 19.120537467157543 0.85 """""" """""" """""" """""" 0 False True all False False 0 0.8623557338199824 0.12673871491420097 244.1157646438285 56.4323098501168 0.0009052707597931864 18.862979274012147 19.73993275250912 19.120537467157543 0.85 False False 0.3 0.7 1.5 0.02 8 3 27.988981500267982 0.12673871491420097 0.8623557338199824 0.6193952853515761 0.14696802020760702 0.47042384907449986 -0.47896410601451933 False 0.148 Inputed -19.555912631790886 -19.88590530152833 """""" """""" """"""
-0.11467982458980663 0.39751405910715415 -5.006191978866367 19.27214207162891 4762.546892744143 223.498065125944 49 31 31 42.856365700252354 47 True True 2020rni 359.4444499999999 3.9625583333333334 SNIa 0.094 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 359.4444499999999 3.9625583333333334 TNS 2020rni ZTF20abstsxb 2020rni SNIa 0.094 0.18034263399255934 0.4837113517069689 0.2511047583955772 0.3251759976715043 0.4837113517069689 0.6569270576069712 16.027894696832664 16.027894696832664 26.82847100341969 26.82847100341969 59088.39817130007 59075.40843749978 18.982244514241007 19.124742675311072 18.982244514241007 0.6090917483531116 1.8373650600950335 3.6294628286019575 359.4438150455 3.96334267616845 0.001490262779703988 16.63950078665495 17.759454961302282 17.020495708721874 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.8373650600950335 3.6294628286019575 359.4438150455 3.96334267616845 0.001490262779703988 16.63950078665495 17.759454961302282 17.020495708721874 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.989733800292015 3.6294628286019575 1.8373650600950335 0.7389592525804076 1.9753629300070785 -1.3652877140087902 -1.9617488055191323 False 0.094 Inputed -19.164408885146965 -19.0219107240769 """""" """""" """"""
-0.249463178121385 0.6344371401769465 -13.931353426754658 14.611490664939488 7618.994417155878 263.4380465139004 20 10 10 16.024907399900258 79 True False 2019is 340.91458249999 36.7773515 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 340.91458249999 36.7773515 TNS 2019is ZTF19aaaheft 2019is CV 0.0 -0.3607607978453995 -0.2026271753341078 -0.3237745229531832 -0.2851282040647405 -0.2026271753341078 -0.11279521540999582 -12.107368540419566 -12.107368540419566 28.132275940319822 28.132275940319822 58487.1338657001 58487.1338657001 15.410491755144147 15.410491755144147 16.523601074278712 13.992674034388116 0.7 0.20296149800984184 340.9145837 36.77740787 0.008360072302228683 22.322189261054994 22.450189278030397 22.399860618686677 0.025 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.20296149800984184 340.9145837 36.77740787 0.008360072302228683 22.322189261054994 22.450189278030397 22.399860618686677 0.025 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.20296149800984184 0.7 0.05032865934371955 0.2899449971569169 7.03969752288625 5.876259544407965 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.17095817277950193 0.1860609999946992 -13.968595646496446 18.556415006390512 4901.318155583499 145.9173928603754 35 25 25 62.8837846997194 33 True True 2021vjz 28.563274999999997 2.3041694444444443 SNIa 0.066 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 28.563274999999997 2.3041694444444443 TNS 2021vjz ZTF21abrzdqx 2021vjz SNIa 0.066 0.2508871470617926 0.7610838392027475 0.36571142549603763 0.4887177602021211 0.7610838392027475 1.0719159356740562 9.803559340149068 9.803559340149068 53.080225359570335 53.080225359570335 59449.37260420015 59435.43724540016 18.001613101060535 18.15550895189586 18.001613101060535 3.0096155791420696 1.953188127774114 0.332958903640933 28.5631834968226 2.3041834029796497 0.0006805926595560008 16.333099936051966 17.24625858560562 16.675767192712428 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.953188127774114 0.332958903640933 28.5631834968226 2.3041834029796497 0.0006805926595560008 16.333099936051966 17.24625858560562 16.675767192712428 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.935358799993992 0.332958903640933 1.953188127774114 0.5704913928931923 0.1704694488494452 -0.9092503662902409 -1.3258459083481071 False 0.066 Inputed -19.363824775568055 -19.20992892473273 """""" """""" """"""
-0.0558930976530995 0.25900676808395107 -25.159750969177864 18.800973227247017 4600.035766861787 206.03838062799738 14 13 13 66.98989580012858 32 True True 2018kyf 233.12599999999 25.486531 SNII 0.03374 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 233.12599999999 25.486531 TNS 2018kyf ZTF18adbadfz 2018kyf SNII 0.03374 0.40302918145510347 0.7820531737353491 0.49112071597700435 0.583542600035301 0.7820531737353491 0.9999964777254675 0.03685512801747137 0.03685512801747137 66.95304067211111 66.95304067211111 58481.55642359983 58480.52918979991 18.632636714382606 18.925426984361486 18.632636714382606 1.4796724431021433 3.4166699587760108 6.2099776570646785 233.1269087142585 25.4850135254074 0.001061640953741283 14.663791196926832 15.476797532343864 14.952520788431167 0.9949999999999999 """""" """""" """""" """""" 2 False True all False False 0 0.7233255864279335 4.609117301251968 233.125955923684 25.4878106920045 0.025399824669341098 20.563468662683963 20.55434680875778 20.489353028349875 0.24000000000000005 False False 0.3 0.7 1.5 0.02 8 3 1.027233799919486 6.2099776570646785 3.4166699587760108 0.5242767439126972 1.8175526849217076 -3.448629452017622 -3.680115925951439 False 0.03374 Inputed -17.25928258789736 -16.96649231791848 """""" """""" """"""
-0.15536109198760678 0.18020466717727607 -12.866893404535963 19.104288758987593 4590.149911283639 294.4171995997956 22 21 21 70.91030089976266 45 True True 2018iby 170.0005025 36.10103675 SNII 0.026 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 170.0005025 36.10103675 TNS 2018iby ZTF18acbzvpg 2018iby SNII 0.026 0.27298583636521556 0.5118123796925218 0.3296739253073362 0.3883392886840902 0.5118123796925218 0.643842969828345 15.14838707722715 15.14838707722715 55.76191382253551 55.76191382253551 58440.525578700006 58423.54048610013 18.478245661271313 18.76549785057031 18.478245661271313 2.9470403126176956 2.203859852544149 6.3083673037775565 170.00266111886202 36.1008673924604 0.0008471636946266736 14.846173065853716 14.759274457355737 14.08559702515781 0.9949999999999999 """""" """""" """""" """""" 5 False True all False False 0 0.7 2.170668855336443 170.000509705965 36.1016396854603 0.11958485512056005 24.316289283263682 23.32329456536293 24.7413713066864 0.2 False False 0.3 0.7 1.5 0.02 8 3 16.985092599876225 6.3083673037775565 2.203859852544149 0.6736774321979269 2.86241763354196 -4.006223393214572 -4.392648636113503 False 0.026 Inputed -16.84364976493602 -16.556397575637025 """""" """""" """"""
-0.010109180108238046 0.3029787406944099 -14.352825562784904 19.13637396977934 4094.6143394037663 348.88103950834255 141 42 42 74.94888890022412 52 True True 2020ysh 163.29201666666665 38.45798888888889 SLSN-II 0.1465 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 163.29201666666665 38.45798888888889 TNS 2020ysh ZTF20aclnqle 2020ysh SLSN-II 0.1465 0.4668956339268462 0.689615027087342 0.520247913520091 0.5751287043050723 0.689615027087342 0.8106430611964939 176.73879767762455 176.73879767762455 -101.78990877740043 -101.78990877740043 59215.46826389991 59142.49627309991 18.958705567310854 19.326879172588853 18.958705567310854 0.4554658741832533 0.7 2.1445555648836914 163.29263439 38.45833658 0.0826640485976281 23.82621828557253 23.69418658822179 23.01748785711527 0.5 """""" """""" """""" """""" 0 False True all False False 0 0.7 2.1445555648836914 163.29263439 38.45833658 0.0826640485976281 23.82621828557253 23.69418658822179 23.01748785711527 0.5 False False 0.3 0.7 1.5 0.02 8 3 72.971990799997 0.0 0.0 0.0 0.0 4.313120827411147 4.311294432689145 True 0.1465 Inputed -20.173989805921458 -19.80581620064346 """""" """""" """"""
-0.11405665641162052 0.40617595916258586 -13.316304677254713 18.40241173050421 5712.547076777619 212.1852958656581 22 9 9 57.93016210012138 56 True True 2020rcy 247.4973083333333 27.71431388888889 SNIa 0.0732 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 247.4973083333333 27.71431388888889 TNS 2020rcy ZTF20abrempf 2020rcy SNIa 0.0732 -0.022934158582639697 0.25474571181871397 0.041413743687016336 0.10906085774969299 0.25474571181871397 0.4151463760472254 17.524544107156565 17.524544107156565 40.405617992964814 40.405617992964814 59095.134606500156 59072.1930670999 18.223831388886683 18.228143985617802 18.223831388886683 1.086427459626336 2.2784554565404584 1.2993821772934502 247.4976955161875 27.7144269822303 0.0013788696955775448 16.763976124066115 17.251184933559895 17.008246958446502 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.2784554565404584 1.2993821772934502 247.4976955161875 27.7144269822303 0.0013788696955775448 16.763976124066115 17.251184933559895 17.008246958446502 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 22.94153940025717 1.2993821772934502 2.2784554565404584 0.2429379751133922 0.5702907965848035 -0.9769590520579072 -1.215584430440181 False 0.0732 Inputed -19.369951669579997 -19.36563907284888 """""" """""" """"""
-0.17161003208855335 0.3201504127314325 -23.666297109219055 15.981986816645842 3836.879882062089 229.5788085973848 15 8 8 44.864814799744636 87 True True 2019arb 184.88008291666 49.814130999999 SNIa 0.013696 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 184.88008291666 49.814130999999 TNS 2019arb ZTF19aahjhoy 2019arb SNIa 0.013696 0.7150359721366968 1.10904648231811 0.8074744168207957 0.9038609361462662 1.10904648231811 1.3317905799870324 -16.955798908708147 -16.955798908708147 61.82061370845278 61.82061370845278 58522.53722220007 58522.463657400105 16.521047592847662 17.046521576714273 16.521047592847662 48.70556999414519 6.2378949910953345 10.329453161621915 184.8837486036325 49.8157552296944 0.0004655864538617438 12.099429800026417 13.209486886507868 12.487320141254663 0.75 """""" """""" """""" """""" 2 False True all False False 0 0.7 7.102711885330484 184.881268256063 49.8123123205755 0.6358778843410574 24.329132191765307 24.41416602503896 24.758488941102026 0.15 False False 0.3 0.7 1.5 0.02 8 3 0.07356479996815324 10.329453161621915 6.2378949910953345 0.7221667452532046 1.6559196934811065 -3.837034690206405 -4.033727451592998 False 0.013696 Inputed -17.402163187156503 -16.876689203289892 """""" """""" """"""
-0.009342319091272663 0.2866388445297305 -13.052086415237293 18.42259726984723 3410.9955357141735 304.26345257942955 40 23 23 66.98074069991708 63 True True 2021qcs 232.34512499999994 -12.24846111111111 SNII 0.011258 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 232.34512499999994 -12.24846111111111 TNS 2021qcs ZTF21abglcxm 2021qcs SNII 0.011258 0.837816747919895 1.1453663155377924 0.9111402324922793 0.9867974157689474 1.1453663155377924 1.3140504402483941 187.67833944005724 187.67833944005724 -120.69759874014015 -120.69759874014015 59447.19150459999 59380.210763900075 18.15779780721436 18.72078524373329 18.15779780721436 0.839418433559363 4.059294428918964 9.023491758979734 232.346601010415 -12.246411208101701 0.0020891497083247446 14.835447781848908 15.074959719781877 14.450022171101569 1.0 """""" """""" """""" """""" 2 False True all False False 0 0.7 1.2711758264465751 232.344971194591 -12.2481415938146 0.015029612147694604 22.334629959745406 21.96919126344681 21.421364292554856 0.08333333333333333 False False 0.3 0.7 1.5 0.02 8 3 66.98074069991708 9.023491758979734 4.059294428918964 0.6249375486803075 2.2229212285502515 -3.6458255239514124 -3.7077756361127925 False 0.011258 Inputed -15.338381254289205 -14.775393817770277 """""" """""" """"""
-0.12818933068581223 0.38029230087675314 -4.544391826486682 18.711037187004507 5389.136598070248 177.50065617646592 47 33 33 50.877291599754244 143 True False 2019hzw 310.76505249999 25.005213 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 310.76505249999 25.005213 TNS 2019hzw ZTF19aayveer 2019hzw SNIa 0.08 0.00550761336329586 0.3515688507375465 0.08456721794658506 0.1684535245826666 0.3515688507375465 0.5566727921430754 12.874061065351366 12.874061065351366 38.003230534402874 38.003230534402874 58655.29918979993 58645.422824100126 18.287808983409462 18.287808983409462 18.475970984281087 0.7099192813595029 2.7662327613460866 4.2956995810562155 310.76635426 25.00503399 0.0031367428387458762 16.818189230489732 17.472354035949706 17.159358295345307 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.7662327613460866 4.2956995810562155 310.76635426 25.00503399 0.0031367428387458762 16.818189230489732 17.472354035949706 17.159358295345307 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.87636569980532 4.2956995810562155 2.7662327613460866 0.31299574060439994 1.552906046476678 -0.8154549474597559 -1.3166126889357805 False 0.08 Inputed -19.31396303779029 -19.502125038661916 """""" """""" """"""
-0.21621576146960853 0.3522302187035953 -11.790147962410188 17.750707631576518 5892.885656851491 234.86693559172267 6 5 5 7.024270799942315 69 True False 2019ftd 194.42139791666 -24.47664252777 SNIa 0.028 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 194.42139791666 -24.47664252777 TNS 2019ftd ZTF19aaydpru 2019ftd SNIa 0.028 -0.07967996648429221 0.15756312497611447 -0.024347291803486826 0.033578582086384756 0.15756312497611447 0.2930020394118351 -6.964087735956957 -6.964087735956957 13.988358535899271 13.988358535899271 58642.18868059991 58642.18868059991 17.60959379748593 17.60959379748593 17.686647801460165 2.9879515031397608 1.5542619216391933 2.875673418049125 194.42227453 -24.4766818 0.0012879018588989322 16.970010559487342 20.322779735517503 17.08919822483063 1.0 """""" """""" """""" """""" 1 False True all False False 0 3.2219218575470436 2.301802799717895 194.42118759 -24.47725259 0.002184333138574135 16.40281461429596 20.05307055978775 16.464737878513336 0.6666666666666666 False False 0.3 0.7 1.5 0.02 8 3 0.0 2.875673418049125 1.5542619216391933 3.233581510686875 1.8501858522122918 2.7131859380315753 -0.5974495766295362 False 0.028 Inputed -17.797254951532093 -17.87430895550633 """""" """""" """"""
-0.22846913250990314 0.21879760787754865 -5.108602345372675 18.25905415727512 5766.053343685151 111.3667087742295 37 22 22 38.018483800347894 48 True True 2020pb 17.344291666666663 21.724088888888886 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 17.344291666666663 21.724088888888886 TNS 2020pb ZTF20aaeopvv 2020pb SNIa 0.06 -0.05733545089417191 0.506943057524353 0.0646531192543307 0.19877448523681096 0.506943057524353 0.8749011468193792 9.581363714370012 9.581363714370012 28.43712008597788 28.43712008597788 58864.14534719987 58856.10664349981 17.71804835323752 17.71804835323752 17.87379434480775 1.9260640962720645 3.158530902365192 1.7180885583611585 17.3446634560403 21.72441824407605 0.0005491004674706979 14.700994153671264 15.893736407182217 15.084887079451084 0.9799999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.158530902365192 1.7180885583611585 17.3446634560403 21.72441824407605 0.0005491004674706979 14.700994153671264 15.893736407182217 15.084887079451084 0.9799999999999999 False False 0.3 0.7 1.5 0.02 8 3 8.038703700061888 1.7180885583611585 3.158530902365192 0.8088493277311333 0.5439517964109859 -1.8243119460553032 -2.7889072653566647 False 0.06 Inputed -19.28170663639005 -19.43745262796028 """""" """""" """"""
-0.13640487624485464 0.33912954487720526 -7.148269696168188 17.57485652123131 4258.489742242589 141.96818827737627 66 43 43 56.00377319986001 43 True False 2020sy 60.279894999999 31.812930361111 SNII 0.02 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 60.279894999999 31.812930361111 TNS 2020sy ZTF20aaetrle 2020sy SNII 0.02 0.4126011944215371 0.9904575350222622 0.5425487781246439 0.6818144391723564 0.9904575350222622 1.3432413651636317 14.848395317636434 14.848395317636434 41.155377882223576 41.155377882223576 58873.18277780013 58859.11378470017 17.254525177514637 17.570543787466395 17.254525177514637 1.8779086303919916 1.2503686627133361 1.1604967904872652 60.28011466 31.81319318 0.0023775673996391244 18.907244406700134 19.028857544517518 15.780631784725188 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.2503686627133361 1.1604967904872652 60.28011466 31.81319318 0.0023775673996391244 18.907244406700134 19.028857544517518 15.780631784725188 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.068993099965155 1.1604967904872652 1.2503686627133361 3.24822575979233 0.9281237007083604 1.4583137570511226 -1.4738933927894493 False 0.02 Inputed -17.494369590971456 -17.178350981019697 """""" """""" """"""
-0.11797574560785766 0.4569225900036628 -7.104490550452065 19.058794595041256 5905.7632223478595 170.3696936622904 13 13 13 41.04416669998318 48 True True 2018iau 166.63425833333 58.079001611111 SNIa 0.11 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 166.63425833333 58.079001611111 TNS 2018iau ZTF18acbznkf 2018iau SNIa 0.11 -0.09316500651761572 0.24174041986440287 -0.01709675174767966 0.06392114148965788 0.24174041986440287 0.4422509166869517 5.53772971640405 5.53772971640405 35.50643698357913 35.50643698357913 58429.46888889978 58423.46567129996 18.774665474630496 18.774665474630496 18.905312640427656 0.3825721918742598 0.5205796478654807 0.15639240381898828 166.634238332318 58.07904374654555 0.0002948925758328169 18.692676361343565 19.664705799540876 18.979082788859607 0.6900000000000002 """""" """""" """""" """""" 0 False True all False False 0 0.5205796478654807 0.15639240381898828 166.634238332318 58.07904374654555 0.0002948925758328169 18.692676361343565 19.664705799540876 18.979082788859607 0.6900000000000002 False False 0.3 0.7 1.5 0.02 8 3 6.003217599820346 0.15639240381898828 0.5205796478654807 0.6856230106812689 0.30041974260853266 0.8900403249103803 0.07377014843195084 False 0.11 Inputed -19.589847142002032 -19.720494307799193 """""" """""" """"""
-0.25263434632795406 0.1710795392514576 -9.87465099196096 17.363329747516733 5050.847715481894 140.5977297308849 28 21 21 63.82879629964009 42 True True 2019vro 160.42795833333332 6.197138888888889 SNIa 0.033 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 160.42795833333332 6.197138888888889 TNS 2019vro ZTF19acxovyh 2019vro SNIa 0.033 0.1635324247855472 0.6672657185094018 0.27628956127053783 0.3975092202892938 0.6672657185094018 0.9769993710148128 12.003135127018247 12.003135127018247 51.82566117262184 51.82566117262184 58827.43966440018 58812.550740700215 16.94465268780264 16.999010695439733 16.94465268780264 11.089319491112628 4.510823825675185 6.7027851922705315 160.42653261190299 6.195931571263645 0.00209567624608209 15.042109228690862 16.309189236977097 15.483541376342773 0.99 """""" """""" """""" """""" 1 False True all False False 0 2.1014994718196647 4.689520998936256 160.427591384618 6.19588836871404 0.0033308588739853207 17.177401617178916 18.376038911190033 17.67326299755573 0.8125 False False 0.3 0.7 1.5 0.02 8 3 14.888923699967563 6.7027851922705315 4.510823825675185 0.8256478606343247 1.4859337121788947 -0.6898214584626352 -1.4611113114598684 False 0.033 Inputed -18.898716126110838 -18.844358118473746 """""" """""" """"""
-0.11914433365070012 0.5849492380379255 -6.968042397225228 17.091214673151605 5596.314930780032 205.31943740245148 17 11 11 57.88708330038935 57 True True 2019aqn 233.40020791666 1.393389 SNII 0.038 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 233.40020791666 1.393389 TNS 2019aqn ZTF19aakjcxs 2019aqn SNII 0.038 -0.03388610243004564 0.25157054351678454 0.03208450454123124 0.10156041794419224 0.25157054351678454 0.41727403868396706 11.487507688893928 11.487507688893928 46.39957561149542 46.39957561149542 58540.461620400194 58526.50674769981 17.0156264216862 17.0156264216862 17.049457349068728 1.937328302903478 4.299078578161442 4.396914258597966 233.4000562203195 1.39460091356039 0.0037175749858784357 16.19680965957403 16.773671398289203 16.448226311967375 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 4.299078578161442 4.396914258597966 233.4000562203195 1.39460091356039 0.0037175749858784357 16.19680965957403 16.773671398289203 16.448226311967375 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 13.95487270038575 4.396914258597966 4.299078578161442 0.3254450863218281 1.0227573603640352 -0.24195502339699715 -0.6012310371013534 False 0.038 Inputed -19.102913301824866 -19.136744229207395 """""" """""" """"""
-0.09813756492244038 0.39562247805877365 -8.978524927291149 18.376680241856732 4876.813053358302 213.8404708617829 35 29 29 47.942175900097936 79 True True 2019cjq 244.36466708333 0.9867189999999 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 244.36466708333 0.9867189999999 TNS 2019cjq ZTF19aanmeyw 2019cjq SNIa 0.06 0.17398676589215967 0.4910610047314492 0.2477090172306049 0.32504026014326115 0.4910610047314492 0.6731681422632114 9.492035843715628 9.492035843715628 38.45014005638231 38.45014005638231 58577.436979200225 58568.41534719989 17.987840163216838 18.24158506662309 17.987840163216838 1.0539319381373708 1.7151689864634818 2.1656326695952997 244.3641500577275 0.9870266423705675 0.003680105095456576 18.466317633841037 19.446984332804682 18.808633211154937 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.7151689864634818 2.1656326695952997 244.3641500577275 0.9870266423705675 0.003680105095456576 18.466317633841037 19.446984332804682 18.808633211154937 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 9.021632000338286 2.1656326695952997 1.7151689864634818 0.6383511216497446 1.2626351611339661 1.2053992661815904 0.8207930479380998 False 0.06 Inputed -19.167660817980963 -18.91391591457471 """""" """""" """"""
-0.14590728090005745 0.4390805897002348 -6.165637862039619 18.186663718630697 6004.870705466038 198.87795011793474 32 16 16 31.9476272999309 38 True False 2021ohp 206.9949583333333 -13.78253888888889 SNIa 0.064 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 206.9949583333333 -13.78253888888889 TNS 2021ohp ZTF21abdbodg 2021ohp SNIa 0.064 -0.1269713273993851 0.1466424511895532 -0.06400810045962402 0.0024861135705549486 0.1466424511895532 0.30668772245581977 12.380657620903225 12.380657620903225 19.566969679027675 19.566969679027675 59378.18928240007 59365.28405090002 17.85423115357091 17.85423115357091 17.98825904830285 0.3786822431134145 0.8927835369735548 0.3106423827476986 206.99487924 -13.78249958 0.003119383556777877 20.369165647172927 20.7475695959568 20.675719123983384 0.9875 """""" """""" """""" """""" 0 False True all False False 0 0.8927835369735548 0.3106423827476986 206.99487924 -13.78249958 0.003119383556777877 20.369165647172927 20.7475695959568 20.675719123983384 0.9875 False False 0.3 0.7 1.5 0.02 8 3 12.905231500044465 0.3106423827476986 0.8927835369735548 0.07185047197341632 0.3479481530324188 2.8933384423858897 2.6874600756805336 False 0.064 Inputed -19.30937283537372 -19.443400730105658 """""" """""" """"""
-0.21103159429576757 0.20481640295261153 -6.234121832146679 17.77854817165206 5496.095238759198 84.97456805394069 42 19 19 56.94223379995674 29 True True 2020acrr 214.38474999999997 3.8289999999999997 SNIa 0.0363 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 214.38474999999997 3.8289999999999997 TNS 2020acrr ZTF20acxtewc 2020acrr SNIa 0.0363 0.04436412674758117 0.8914981043094805 0.220101521599382 0.4184072932114731 0.8914981043094805 1.4838527563054136 12.272163948504168 12.272163948504168 44.67006985145257 44.67006985145257 59203.55108800018 59192.55856479984 17.197020160243866 17.197020160243866 17.37482703422453 5.1140625322225235 1.1819133705110083 7.651564282223939 214.3829290488695 3.8301029052480953 0.002171891899405587 15.98121490182519 16.991397928993702 16.31549683840871 0.915 """""" """""" """""" """""" 1 False True all False False 0 0.794481876497803 7.09622840722214 214.38543446 3.83084909 0.1645999572040271 22.045985687470438 22.98589798936844 22.048373679971697 0.6166666666666667 False False 0.3 0.7 1.5 0.02 8 3 10.992523200344294 7.651564282223939 1.1819133705110083 0.6759010905849934 6.473879112574666 -0.20562223125016388 -1.0593301958158214 False 0.0363 Inputed -18.67726022934816 -18.855067103328825 """""" """""" """"""
-0.2182011577139698 0.20530391071616425 -8.958704030568827 17.775469023707352 6230.388475359776 119.50907005456796 59 42 42 70.97763889981434 69 True True 2021dnl 221.76244999999997 0.475775 SNIa 0.056 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 221.76244999999997 0.475775 TNS 2021dnl ZTF21aalydkl 2021dnl SNIa 0.056 -0.11829852334913582 0.37522194922211227 -0.010751810073049484 0.1068925023946079 0.37522194922211227 0.6926118385357043 11.444455039822358 11.444455039822358 59.53318385999198 59.53318385999198 59278.50555559993 59265.358379600104 17.100346465214297 17.100346465214297 17.283994805841406 2.6794626303538123 4.61569659871907 19.416208552135082 221.766730824253 0.47905592751522197 0.007209170585002589 14.964236320024728 15.947735822222233 15.283567003843785 1.0 """""" """""" """""" """""" 14 False True all False False 0 0.7 3.0891411657178844 221.761605280028 0.47592607619542 0.04528782710896717 22.269038888647557 22.09206547533989 22.160635012743473 0.65 False False 0.3 0.7 1.5 0.02 8 3 13.147175999823958 19.416208552135082 4.61569659871907 0.6641688183784478 4.206560837972624 -1.1526106429920642 -2.0004278019976205 False 0.056 Inputed -19.719682758949197 -19.903331099576306 """""" """""" """"""
-0.17774941639711833 0.31914213279590975 -6.905877591932512 18.923284317652143 5628.540292199387 195.0896902789808 25 12 12 28.938159799668938 52 True True 2020kzn 234.54817916666664 3.027833333333333 SNIa 0.078 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 234.54817916666664 3.027833333333333 TNS 2020kzn ZTF20abawntz 2020kzn SNIa 0.078 -0.03952139331833138 0.26120520477252995 0.029686094266850205 0.10277095681158954 0.26120520477252995 0.43710181046899166 9.580641665780263 9.580641665780263 19.357518133888675 19.357518133888675 59001.37462959997 58991.3135532001 18.44695666211096 18.44695666211096 18.606589905640412 1.9222407087724591 1.435269159259993 0.20941809403574457 234.54815017972152 3.02788379170455 0.00029186009872783636 16.032078301284315 17.242540655691624 16.425156929996014 0.97 """""" """""" """""" """""" 0 False True all False False 0 1.435269159259993 0.20941809403574457 234.54815017972152 3.02788379170455 0.00029186009872783636 16.032078301284315 17.242540655691624 16.425156929996014 0.97 False False 0.3 0.7 1.5 0.02 8 3 10.061076399870217 0.20941809403574457 1.435269159259993 0.8173837256956098 0.14590858633353337 -1.2044160064193363 -2.181432975644398 False 0.078 Inputed -19.12741522867076 -19.287048472200212 """""" """""" """"""
-0.15251509739165492 0.11697696610730716 -33.15288646297534 19.39390638653492 5387.240530783695 203.87665742783915 67 41 41 71.81557870004326 33 True False 2018iug 101.97935791666 67.916317277777 SNIIb 0.073 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 101.97935791666 67.916317277777 TNS 2018iug ZTF18acnmifq 2018iug SNIIb 0.073 0.2067868628807119 0.5480974887351877 0.2858949262877033 0.3690450095528206 0.5480974887351877 0.7452693558955268 14.736038834960745 14.736038834960745 57.079539865082516 57.079539865082516 58471.26655089995 58437.446909700055 18.557332017125404 18.60633411968007 18.557332017125404 1.4652018441052792 1.2453411120218223 3.2381712596839587 101.9799823 67.9171856 0.019229432810637825 20.634299540936947 22.954259260129927 22.444929685819147 0.95 """""" """""" """""" """""" 1 False True all False False 0 0.7 1.8090437136674176 101.98002713 67.91675227 0.026133827677800925 22.569089884984493 23.2442416469574 21.142116766512395 0.95 False False 0.3 0.7 1.5 0.02 8 3 33.81964119989425 3.2381712596839587 1.2453411120218223 0.5093295743107795 2.6002283458118227 4.347925140449856 3.8875976686937435 False 0.073 Inputed -19.030413309370015 -18.98141120681535 """""" """""" """"""
-0.13858543898989603 0.29544139430578586 -12.128022751084035 18.330713177519037 3726.003529038556 79.27073583170278 30 11 11 27.9025115002878 59 True False 2021asu 129.22236249999997 -5.917702777777778 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 129.22236249999997 -5.917702777777778 TNS 2021asu ZTF21aaezixn 2021asu SNIa 0.04 0.8861171627980795 2.3317035208408576 1.1866117777695315 1.5248928904911985 2.3317035208408576 3.3444682126760554 12.700003805041353 12.700003805041353 15.202507695246448 15.202507695246448 59248.38277779985 59232.35282409983 18.30594503943874 19.105880490420223 18.30594503943874 1.534172192467633 3.8943107102840657 2.544398541050134 129.22243378 -5.91840599 0.0008314286346182698 14.65644265292883 15.683986118245125 15.005364390468598 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.8943107102840657 2.544398541050134 129.22243378 -5.91840599 0.0008314286346182698 14.65644265292883 15.683986118245125 15.005364390468598 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.029953700024635 2.544398541050134 3.8943107102840657 0.6786217277765267 0.6533630031961513 -3.421894372175098 -3.3005806489701417 False 0.04 Inputed -17.958859848042678 -17.158924397061195 """""" """""" """"""
-0.17351668998683517 0.26344002890689766 -6.313222441836748 19.150374260070123 5776.475900742443 180.64539556050443 39 21 21 36.99146999977529 31 True True 2021mfy 176.07975 19.318461111111112 SNIa 0.087 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 176.07975 19.318461111111112 TNS 2021mfy ZTF21abbuylk 2021mfy SNIa 0.087 -0.07369544329650424 0.24500481765090854 -0.0008838009665268487 0.07637212772325697 0.24500481765090854 0.4338504926795679 9.410619587618209 9.410619587618209 27.580850412157083 27.580850412157083 59358.24254629994 59350.20631940011 18.556530959243105 18.556530959243105 18.791142496654405 1.4904401701394463 1.5172863939947678 3.736517485494961 176.0804823719005 19.3176867656659 0.0011031856943827245 16.428904102582337 17.334623823732137 16.79722246981263 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 3.699462083116748 176.080837109712 19.318520700814 0.024755868714229523 21.055412152495386 21.08160277159691 21.46592000216365 0.0125 False False 0.3 0.7 1.5 0.02 8 3 8.036226899828762 3.736517485494961 1.5172863939947678 0.5374013539195062 2.462631643098914 -1.2219071355109676 -1.9939200268417743 False 0.087 Inputed -19.18423195664632 -19.418843494057622 """""" """""" """"""
-0.18855738784544074 0.4627533383375277 -21.594559418542993 13.491255213188595 7177.619397321604 270.76678772239757 43 36 36 59.94193289987743 52 True False 2020uqz 327.3028333333333 -19.851200000000002 Varstar 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 327.3028333333333 -19.851200000000002 TNS 2020uqz ZTF20acghajc 2020uqz Varstar 0.0 -0.2740027833830254 -0.10472552485267528 -0.23427760997147296 -0.1928588769331192 -0.10472552485267528 -0.009165909268340044 -17.50794620104012 -17.50794620104012 77.44987910091754 77.44987910091754 59124.166504600085 59124.166504600085 13.763839455521287 13.763839455521287 14.715959656359443 63.02159144604444 0.7252183479209678 0.3460234632284889 327.30281597 -19.85110528 0.00865312379537142 22.229095686483383 21.779266278672218 21.462094636416435 0.0 """""" """""" """""" """""" 0 False True all False False 0 0.7252183479209678 0.3460234632284889 327.30281597 -19.85110528 0.00865312379537142 22.229095686483383 21.779266278672218 21.462094636416435 0.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.3460234632284889 0.7252183479209678 0.31717164225578287 0.4771300453449056 8.01542682315093 6.746134980056992 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.2018525609654417 0.4371597192065846 -5.152105272384489 18.33474210431002 5753.798625075469 193.01839036480766 21 10 10 30.953090300317854 27 True True 2019qb 143.86573666666 53.770136388888 SNIa 0.061 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 143.86573666666 53.770136388888 TNS 2019qb ZTF19aacijie 2019qb SNIa 0.061 -0.07919915563018876 0.21544036173243342 -0.011502974253989606 0.06006198574197441 0.21544036173243342 0.3882728597115488 9.941871301806529 9.941871301806529 21.011218998511325 21.011218998511325 58502.4440394002 58491.44937499985 18.02836141171008 18.02836141171008 18.236919041682786 1.6650874245746279 1.3349161447329847 25.678204246818435 143.867285625413 53.76306255738395 0.021866571511229727 15.952586630639733 17.13765379124999 16.33617659978092 0.8950000000000001 """""" """""" """""" """""" 6 False True all False False 0 0.7 16.56065196139712 143.872253753335 53.7726516287123 0.9999803215970057 25.264244668362142 25.791846771064996 24.194998229851723 0.05 False False 0.3 0.7 1.5 0.02 8 3 10.994664400350302 0.0 0.0 0.0 0.0 5.611638588289921 5.033080958317214 True 0.061 Inputed -18.954973554094025 -19.16353118406673 """""" """""" """"""
-0.13736903873139905 0.33484630589424924 -6.064148610828283 18.305857091166953 5835.793073294903 171.18435378177173 44 28 28 54.01416669972241 55 True False 2021cju 64.17754166666666 73.79333055555556 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 64.17754166666666 73.79333055555556 TNS 2021cju ZTF21aahtmlu 2021cju SNIa 0.07 -0.08606094820412835 0.24903645168560118 -0.009902556560390963 0.07117916115459622 0.24903645168560118 0.4494473864600721 14.898325830069211 14.898325830069211 39.1158408696532 39.1158408696532 59265.183009299915 59252.18509260006 17.86017954910605 17.86017954910605 18.015641361580204 0.8334258192362068 0.7 3.3706405288424253 64.17688952 73.79241213 0.07776833118705173 22.81 23.64 23.27 0.9 """""" """""" """""" """""" 0 False True all False False 0 0.7 3.3706405288424253 64.17688952 73.79241213 0.07776833118705173 22.81 23.64 23.27 0.9 False False 0.3 0.7 1.5 0.02 8 3 12.997916699852794 0.0 0.0 0.0 0.0 5.779820450893951 5.254358638419795 True 0.07 Inputed -19.47952459001059 -19.634986402484746 """""" """""" """"""
-0.011321173994358676 0.10220790832262142 -10.8813763089526 16.737485955445884 1779.9415799680946 666.0503867656431 487 48 48 71.92812499962747 69 True False 2018ebt 310.47912499999 64.214619 SNIc 0.01 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 310.47912499999 64.214619 TNS 2018ebt ZTF18adllqhd 2018ebt SNIc 0.01 2.696373102240589 2.937326283640285 2.7554101758640535 2.815241882545685 2.937326283640285 3.0627011638245385 253.57042373820562 253.57042373820562 -181.64229873857815 -181.64229873857815 59734.456446799915 59671.46310190018 15.932953841412004 18.61228983745477 15.932953841412004 0.7492897284363494 4.443592366929305 17.235957909248867 310.46988518 64.21201782 0.00919071908033331 15.556591474914551 16.063714138793944 15.88377427225113 1.0 """""" """""" """""" """""" 13 False True all False False 0 3.334746678691654 5.5958019578279705 310.47556953 64.21477412 0.002226438850887913 15.794039622592926 16.512735792541505 15.706880643844606 0.0 False False 0.3 0.7 1.5 0.02 8 3 62.99334489973262 17.235957909248867 4.443592366929305 0.17993986654281358 3.878834169741718 -2.5485756986608266 -0.049179569160873626 False 0.01 Inputed -17.30520929764882 -14.62587330160605 """""" """""" """"""
-0.23650214868066805 0.16125781117035834 -6.8992946625441505 18.334752497907143 5950.442437659731 190.5060126943446 37 20 20 45.91348379990086 34 True True 2020neh 230.3337083333333 14.06958888888889 TDE 0.062 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 230.3337083333333 14.06958888888889 TNS 2020neh ZTF20abgwfek 2020neh TDE 0.062 -0.1093926531381122 0.18204428934862804 -0.04254686289547038 0.02819789256160732 0.18204428934862804 0.3535178240822674 12.750438893289399 12.750438893289399 33.16304490661146 33.16304490661146 59031.188877299894 59019.25472219987 17.627771034086134 17.627771034086134 17.908334132952696 2.1368325962351595 1.4343707515152215 0.022637809797665092 230.333701911253 14.06958974721855 0.0007411085802554451 17.26731121353626 17.980347956550123 17.561450619074108 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.4343707515152215 0.022637809797665092 230.333701911253 14.06958974721855 0.0007411085802554451 17.26731121353626 17.980347956550123 17.561450619074108 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.934155100025237 0.022637809797665092 1.4343707515152215 0.41889733747601454 0.015782397803183915 0.35257692246398875 -0.34688351387858773 False 0.062 Inputed -19.31936517820431 -19.599928277070873 """""" """""" """"""
-0.2469811123020803 0.25262815076882855 -6.115547883146608 18.22714898763526 4282.11690925491 224.61626877841408 40 31 31 52.91156250005588 59 True True 2020dg 183.9075208333333 27.024444444444445 SNIa 0.025584 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 183.9075208333333 27.024444444444445 TNS 2020dg ZTF20aabqdbo 2020dg SNIa 0.025584 0.36228459694940796 0.6993727793791287 0.44107886550775177 0.5234405644902367 0.6993727793791287 0.8911512115468412 8.332196583313305 8.332196583313305 44.579365916742574 44.579365916742574 58859.36403940013 58850.48690970009 17.64827512594059 18.144782490858493 17.64827512594059 5.079466027670625 3.290848166719842 45.903289360975144 183.9044864593685 27.01198336656385 0.014653024759733513 13.879342578109503 15.106827008351088 14.235395503938198 0.8699999999999999 """""" """""" """""" """""" 44 False True all False False 0 0.8778882973255916 6.951520445862922 183.90905541 27.02308066 0.15239750849089106 21.97257523447871 25.661875469684603 24.2684137242496 0.375 False False 0.3 0.7 1.5 0.02 8 3 8.877129700034857 45.903289360975144 3.290848166719842 0.8714315044128895 13.94877157359992 -3.037955482507405 -3.412879622002391 False 0.025584 Inputed -17.638369668089922 -17.14186230317202 """""" """""" """"""
-0.15881056235394475 0.1756905681224565 -23.739656638620115 18.023758622517633 5836.7021088680185 99.42046895842812 32 17 17 44.031435100361705 43 True True 2020euy 204.12284708333 47.573981444444 SNIc 0.062312 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 204.12284708333 47.573981444444 TNS 2020euy ZTF18aaisybp 2020euy SNIc 0.062312 0.200564447080545 0.9758803788186192 0.3664748376100455 0.5500213838662056 0.9758803788186192 1.4914092091022901 -12.789308367260034 -12.789308367260034 56.82074346762174 56.82074346762174 58936.29868059978 58936.29868059978 17.89307884242867 17.89307884242867 17.92900324834744 7.114503602394427 1.1632132140778824 0.24422005894297646 204.1227817856245 47.5739298546116 0.00014618321560333492 15.667789676028491 16.798097846612933 16.04802053533316 0.905 """""" """""" """""" """""" 0 False True all False False 0 1.1632132140778824 0.24422005894297646 204.1227817856245 47.5739298546116 0.00014618321560333492 15.667789676028491 16.798097846612933 16.04802053533316 0.905 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.24422005894297646 1.1632132140778824 0.7500773112797745 0.2099529613206619 -1.0949809958157388 -1.88098271301428 False 0.062312 Inputed -19.309751016523784 -19.34567542244255 """""" """""" """"""
-0.15129107444227644 0.30577555428303377 -10.668371336657149 19.3556243208336 6043.616367244402 95.52647120500178 63 36 36 49.959456000011414 41 True True 2020iaf 212.04722916666663 64.40559166666667 SNIa 0.11 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 212.04722916666663 64.40559166666667 TNS 2020iaf ZTF20aavrkxw 2020iaf SNIa 0.11 -0.03276680728143333 0.6596253683673226 0.11349632635117501 0.2766858358020201 0.6596253683673226 1.1290395281552392 11.07584583076714 11.07584583076714 38.88361016924428 38.88361016924428 58976.19931709999 58962.28704860015 18.84823843825572 18.84823843825572 18.876475862179092 0.5283424870122045 1.7196954651678975 1.9440697021562934 212.0465789881995 64.4060528945066 0.001803086984871749 17.595812957424222 18.147000693598983 17.869654991862475 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.7196954651678975 1.9440697021562934 212.0465789881995 64.4060528945066 0.001803086984871749 17.595812957424222 18.147000693598983 17.869654991862475 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.912268499843776 1.9440697021562934 1.7196954651678975 0.2773457017365075 1.130473238740843 -0.701237744656737 -1.0068208703166164 False 0.11 Inputed -19.618683920250596 -19.64692134417397 """""" """""" """"""
-0.14019830090803476 0.6542664124116273 -4.578075122845889 17.173888456400924 5015.110877376205 90.53041510020809 46 23 23 31.970173600129783 40 True True 2021qve 203.27633333333333 32.591838888888894 SNIa 0.034551 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 203.27633333333333 32.591838888888894 TNS 2021qve ZTF21abhuqpe 2021qve SNIa 0.034551 0.14446054147233767 0.9828929839859697 0.32089933204672505 0.5181800497653377 0.9828929839859697 1.5560725725257605 13.458866610240113 13.458866610240113 18.51130698988967 18.51130698988967 59402.227280099876 59387.21634260006 17.10549122034869 17.162176603552066 17.10549122034869 2.401983329279153 2.546936850278976 4.325870742678262 203.27510096186802 32.5912340550884 0.00028455710726438266 13.781470902396439 14.95015049814701 14.243819292753935 0.8800000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.546936850278976 4.325870742678262 203.27510096186802 32.5912340550884 0.00028455710726438266 13.781470902396439 14.95015049814701 14.243819292753935 0.8800000000000001 False False 0.3 0.7 1.5 0.02 8 3 15.010937499813735 4.325870742678262 2.546936850278976 0.7063312053930755 1.6984601491805469 -2.212026105405055 -2.861671927594754 False 0.034551 Inputed -18.83843764599982 -18.781752262796445 """""" """""" """"""
-0.1568850262707176 0.19639294138109414 -5.5336294031102335 18.432098351041674 6099.471138302378 91.48978217532172 115 86 86 65.87827549967915 52 True True 2021mfn 232.4817333333333 8.535166666666667 SNIa 0.071 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 232.4817333333333 8.535166666666667 TNS 2021mfn ZTF21abamotd 2021mfn SNIa 0.071 -0.10997224708930986 0.5764798626667655 0.03354416518814318 0.1947346940649517 0.5764798626667655 1.0494622735117147 17.92715297236993 17.92715297236993 47.95112252730922 47.95112252730922 59358.42399309995 59345.33792820014 17.767397098913385 17.767397098913385 17.92498065389882 1.7464649806812884 2.13347179998133 8.783608128805643 232.4836838076765 8.53666083308093 0.009070041628247316 17.344867521048783 18.100068912448883 17.618953336406946 0.9899999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.13347179998133 8.783608128805643 232.4836838076765 8.53666083308093 0.009070041628247316 17.344867521048783 18.100068912448883 17.618953336406946 0.9899999999999999 False False 0.3 0.7 1.5 0.02 8 3 13.086064899805933 8.783608128805643 2.13347179998133 0.4811155760419368 4.1170490881962944 0.332671813535498 -0.30602731749187484 False 0.071 Inputed -19.6014731563235 -19.759056711308936 """""" """""" """"""
-0.1253557271041178 0.3432388765671642 -5.742700343278525 17.5985489962779 5855.743975806951 198.8177000335032 13 9 9 16.03799769980833 67 True True 2018klp 327.12070791666 28.21325 SNIa 0.042 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 327.12070791666 28.21325 TNS 2018klp ZTF18aczzrkn 2018klp SNIa 0.042 -0.09856244064619446 0.18194117481597516 -0.0339793915000719 0.034201894002421795 0.18194117481597516 0.3458630914085923 18.825650662084318 18.825650662084318 -2.7876529622759882 -2.7876529622759882 58488.13409719989 58472.09609950008 17.258335847770606 17.258335847770606 17.394360375836502 1.3293841513316844 1.3955344396895177 2.8153226247349186 327.121594078989 28.2132924533788 0.007800638533365434 19.518376825318335 20.069043905210496 19.693719942433834 0.9 """""" """""" """""" """""" 0 False True all False False 0 1.3955344396895177 2.8153226247349186 327.121594078989 28.2132924533788 0.007800638533365434 19.518376825318335 20.069043905210496 19.693719942433834 0.9 False False 0.3 0.7 1.5 0.02 8 3 16.03799769980833 2.8153226247349186 1.3955344396895177 0.3753239627766618 2.017379539097064 2.8107080574398893 2.2993595665973316 False 0.042 Inputed -18.977438067311688 -19.113462595377584 """""" """""" """"""
-0.5025798446920121 0.4843800763442938 -0.38326635307893653 18.642363235050183 7654.110106797395 185.03606875550295 62 16 16 9.064294000156224 103 True False 2018eax 348.51431125 52.371262694444 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 348.51431125 52.371262694444 TNS 2018eax ZTF18abhqaxd 2018eax CV 0.0 -0.4118863003681881 -0.1924549769635 -0.36206192320657493 -0.30899089123022705 -0.1924549769635 -0.06094616716314505 3.075752275836439 3.075752275836439 5.988541724319784 5.988541724319784 58318.42526620021 58316.40857640002 18.038576456712306 18.038576456712306 18.536497496581088 2.299257356773231 1.0782613598760635 10.26337063264583 348.51893493 52.37086432 0.06776926297763275 19.843693622207642 24.88014111709595 20.61628594493866 0.4875 """""" """""" """""" """""" 2 False True all False False 0 0.7 1.6457755940749188 348.5150529 52.37132562 0.0153118924953638 22.008395205116273 22.3833107254982 22.769956490421293 0.0 False False 0.3 0.7 1.5 0.02 8 3 2.0166898001916707 0.0 0.0 0.0 0.0 5.601423543287694 4.7335025034189115 True 0.0 Inputed """""" """""" """""" """""" """"""
-0.17978130370723105 0.3533859839806484 -8.567714743806233 18.75163460131138 5216.57959731189 196.73026778648466 22 11 11 16.93500000005588 32 True False 2021cjb 211.50589166666663 -7.772313888888889 SNIa 0.071186 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 211.50589166666663 -7.772313888888889 TNS 2021cjb ZTF21aaigqir 2021cjb SNIa 0.071186 0.07614242676880068 0.4012316865765939 0.1511506618725491 0.23022631772109037 0.4012316865765939 0.5905310454976416 9.199955059046344 9.199955059046344 7.735044941009535 7.735044941009535 59264.50542820012 59252.52364580007 18.525445782814213 18.527037149242858 18.525445782814213 0.3476729704344903 2.6459687771682177 6.0326096626136705 211.50696494 -7.77360896 0.0011462506745442136 15.134069294071198 16.259699442744257 15.528022842168808 0.97 """""" """""" """""" """""" 0 False True all False False 0 2.6459687771682177 6.0326096626136705 211.50696494 -7.77360896 0.0011462506745442136 15.134069294071198 16.259699442744257 15.528022842168808 0.97 False False 0.3 0.7 1.5 0.02 8 3 11.98178240004927 6.0326096626136705 2.6459687771682177 0.7316766005754491 2.2799247348148683 -2.2673377064986013 -2.9974229406454054 False 0.071186 Inputed -19.00677955458683 -19.005188188158186 """""" """""" """"""
-0.15600221299174805 0.2725845542110993 -10.801034410323272 19.256420234423693 5682.12321691842 177.18106404552356 41 22 22 47.96681720018387 44 True True 2019fcm 200.26100458333 20.0987905 SNIa 0.098 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 200.26100458333 20.0987905 TNS 2019fcm ZTF19aauitks 2019fcm SNIa 0.098 -0.018209265794254748 0.32228347149433034 0.05953084133193087 0.14205007855515817 0.32228347149433034 0.5242958578994674 13.494632044763737 13.494632044763737 34.472185155420135 34.472185155420135 58628.211620400194 58612.247928199824 18.815246212320865 18.815246212320865 18.90479612663207 0.7804964308108695 1.338383822285218 1.064279377369557 200.2612067203315 20.098563862488348 0.0025536494271303223 18.885861981118918 19.603506895666122 19.169624577063324 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.338383822285218 1.064279377369557 200.2612067203315 20.098563862488348 0.0025536494271303223 18.885861981118918 19.603506895666122 19.169624577063324 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 15.963692200370133 1.064279377369557 1.338383822285218 0.433882318602798 0.7951974311467375 0.788260683345257 0.2648284504312528 False 0.098 Inputed -19.334171681511155 -19.42372159582236 """""" """""" """"""
-0.19372003472514704 0.1770744005191353 -7.456485425100718 18.022818314629838 5652.950980206383 110.72032933693825 68 49 49 71.02121529961005 46 True True 2020upi 93.0051375 84.19242222222222 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 93.0051375 84.19242222222222 TNS 2020upi ZTF20acgdycd 2020upi SNIa 0.05 -0.0027033194976908703 0.5900289388766495 0.1255388443268437 0.26645817057200816 0.5900289388766495 0.9761768146373946 13.570324392573196 13.570324392573196 57.45089090703685 57.45089090703685 59135.43341440009 59123.34313660022 17.4359376533551 17.4359376533551 17.50212934102137 2.8880238482380687 3.174014513670889 0.9116415369198018 93.00505724465525 84.19267532574196 0.0012407601637550725 15.828465546519755 16.75820323937893 16.16556916035414 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.174014513670889 0.9116415369198018 93.00505724465525 84.19267532574196 0.0012407601637550725 15.828465546519755 16.75820323937893 16.16556916035414 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 12.090277799870819 0.9116415369198018 3.174014513670889 0.5926340790247906 0.2872203428791029 -0.6777344139761716 -1.336560180667231 False 0.05 Inputed -19.252409290153906 -19.318600977820175 """""" """""" """"""
-0.15163837536532182 0.24362764006226753 -10.023874549133312 16.125720981771682 5732.104359280371 109.89525240295623 212 109 109 74.83589119976386 132 True False 2021soe 286.2508333333333 34.3923 SNIa 0.012 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 286.2508333333333 34.3923 TNS 2021soe ZTF21abkdpnw 2021soe SNIa 0.012 0.010847602673774048 0.6149799922730139 0.14146550313478556 0.28505733424551494 0.6149799922730139 1.009060469320378 19.296978380558922 19.296978380558922 55.53891281920494 55.53891281920494 59423.33793980023 59403.32946760021 15.599783871959202 15.599783871959202 15.726868301820419 11.999007418162488 1.3380560377619979 2.602686513755318 286.2508789 34.39157801 0.003602519667894155 18.657107167339326 20.900914652872085 18.672568734502793 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.3380560377619979 2.602686513755318 286.2508789 34.39157801 0.003602519667894155 18.657107167339326 20.900914652872085 18.672568734502793 1.0 False False 0.3 0.7 1.5 0.02 8 3 20.008472200017422 2.602686513755318 1.3380560377619979 2.2283459183692926 1.9451251967806313 5.301130780912883 2.945700432682374 False 0.012 Inputed -17.908328346369135 -18.03541277623035 """""" """""" """"""
-0.16897533289858058 0.36656318439418667 -1.7386661485840897 17.91366106718572 6139.319135790949 165.413018804123 27 7 7 25.998136600013822 57 True True 2020kxf 161.26947083333332 2.3190194444444443 SNIa 0.0554 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 161.26947083333332 2.3190194444444443 TNS 2020kxf ZTF20abajsne 2020kxf SNIa 0.0554 -0.1776954895910734 0.14370997987996503 -0.10505130345933367 -0.02743375125952241 0.14370997987996503 0.3377921300810094 13.158231908854473 13.158231908854473 12.839904691159349 12.839904691159349 58996.17219909979 58987.21453699982 17.541302637865364 17.541302637865364 17.854861444026312 2.3208069836811935 2.4296947618111147 0.5753474998765375 161.2693955719585 2.31887842305665 0.000367685436498455 14.939172109800577 16.03007268237591 15.306795408478976 0.975 """""" """""" """""" """""" 0 False True all False False 0 2.4296947618111147 0.5753474998765375 161.2693955719585 2.31887842305665 0.000367685436498455 14.939172109800577 16.03007268237591 15.306795408478976 0.975 False False 0.3 0.7 1.5 0.02 8 3 8.957662099972367 0.5753474998765375 2.4296947618111147 0.7232772738969331 0.23679826327141965 -1.5112299554894548 -2.548066035547336 False 0.0554 Inputed -19.125121978491205 -19.438680784652153 """""" """""" """"""
-0.07164946865092481 0.35956345405248624 -17.993476826054817 18.125571774251775 5195.394933908915 102.5609250457482 54 47 47 56.856504699680954 43 True True 2020evu 238.12045833333332 24.4941 SNIa 0.0581 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 238.12045833333332 24.4941 TNS 2020evu ZTF20aattriw 2020evu SNIa 0.0581 0.2859623110508309 1.0725555617256077 0.45538000417008107 0.6420208432019407 1.0725555617256077 1.5901700111114891 3.27902946369829 3.27902946369829 53.57747523598266 53.57747523598266 58943.43912040023 58936.442569400184 17.938043987440576 17.938043987440576 17.968782635167308 2.1476117295692974 1.8061799436309138 2.2101713615211547 238.12073397120201 24.49353964184325 0.0015524830177982007 17.215959849755762 18.111197590777874 17.58932823341727 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.8061799436309138 2.2101713615211547 238.12073397120201 24.49353964184325 0.0015524830177982007 17.215959849755762 18.111197590777874 17.58932823341727 1.0 False False 0.3 0.7 1.5 0.02 8 3 6.996551000047475 2.2101713615211547 1.8061799436309138 0.5218693573606039 1.2236717439559803 0.17315360333729757 -0.37945440175003853 False 0.0581 Inputed -19.11589179398361 -19.146630441710343 """""" """""" """"""
-0.06529395730125967 0.7980898886434982 -2.1723361505662107 18.146084441010277 5324.547235004306 91.17443184989904 48 33 33 47.98520840005949 25 True True 2021fyp 154.24975416666666 15.016302777777778 SNII 0.052896 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 154.24975416666666 15.016302777777778 TNS 2021fyp ZTF21aapffqd 2021fyp SNII 0.052896 0.019585206782128495 0.782120645190524 0.17966540031049405 0.35896325347450286 0.782120645190524 1.3047705570672044 23.25978345221855 23.25978345221855 24.725424947840942 24.725424947840942 59312.23275459977 59290.254768500105 18.13421493602909 18.13421493602909 18.145705435294573 1.769506650910539 3.3813189279053937 6.089219935422096 154.248450621727 15.01517324960085 0.00153716900701939 15.189523602004051 15.749102486822606 15.397765766677857 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.9784048002104229 2.3921513500570133 154.2500687400905 15.01689373379685 0.005343025767335585 19.674117053437232 19.909582473459245 19.756538707118036 0.5199999999999999 False False 0.3 0.7 1.5 0.02 8 3 21.977986099664122 6.089219935422096 3.3813189279053937 0.35133672014474904 1.800841643528181 -2.385112449206483 -2.7479396686167163 False 0.052896 Inputed -18.732574597602028 -18.744065096867512 """""" """""" """"""
-0.17279654678871198 0.205164512991614 -10.390919091402539 16.8892818350243 5018.136841713908 170.88124363349237 228 114 114 74.9274767995812 55 True True 2019vkz 136.03274999999996 39.67836111111111 SNIa 0.02805 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 136.03274999999996 39.67836111111111 TNS 2019vkz ZTF19acvrigb 2019vkz SNIa 0.02805 0.1590650692084381 0.5616536076077026 0.2509583309365162 0.348512306211731 0.5616536076077026 0.800736330338605 16.70299738656576 16.70299738656576 58.224479413015445 58.224479413015445 58823.43607639987 58805.50868060021 16.265287258530815 16.265287258530815 16.49585261035931 7.572624112281849 4.9360496798749764 7.943808533142458 136.034178738867 39.67644801022525 0.00469671133992855 15.79015619945407 16.368355770715475 15.970049556312562 0.9899999999999999 """""" """""" """""" """""" 4 False True all False False 0 0.7 1.2132784000825414 136.03290883590302 39.6786751804024 0.024032692279383205 23.012427063400747 21.814616850152014 22.63097213096261 0.025 False False 0.3 0.7 1.5 0.02 8 3 17.927395799662918 7.943808533142458 4.9360496798749764 0.39830621440291303 1.6093453365209371 0.10306851218465951 -0.5258030540467491 False 0.02805 Inputed -18.99195134330246 -19.222516695130956 """""" """""" """"""
-0.1446295752288465 0.4878210889525262 -5.206494820057127 17.395899287952965 4883.973986424391 187.95748301047115 41 16 16 20.087256900034845 38 True True 2021sbu 205.7482083333333 45.40936111111111 SNIa 0.032728 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 205.7482083333333 45.40936111111111 TNS 2021sbu ZTF21abjbrrj 2021sbu SNIa 0.032728 0.14994134439057305 0.5097523712424135 0.2327415909123154 0.3201802233543063 0.5097523712424135 0.7203121697804988 11.77921308048277 11.77921308048277 8.308043819552076 8.308043819552076 59411.22045140015 59399.197812499944 17.241719443596107 17.353686361343527 17.241719443596107 1.2912611860261813 2.2354653210071396 1.2388275711108299 205.74842175179703 45.40905132199585 0.0007000142174093948 15.92702244767189 16.42475712719917 16.07108434414029 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.2354653210071396 1.2388275711108299 205.74842175179703 45.40905132199585 0.0007000142174093948 15.92702244767189 16.42475712719917 16.07108434414029 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.022638900205493 1.2388275711108299 2.2354653210071396 0.35367278305888306 0.5541698900310846 -0.9289292341443556 -1.1706350994558186 False 0.032728 Inputed -18.58353170756943 -18.47156478982201 """""" """""" """"""
-0.12808058959806284 0.30569825685612867 -7.9653835404665205 18.757695014369403 4085.9186442211503 236.39815387190413 76 41 41 38.94512729998678 57 True True 2020ackg 216.03736666666663 6.191147222222223 SNIa 0.05585 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 216.03736666666663 6.191147222222223 TNS 2020ackg ZTF20acwfanr 2020ackg SNIa 0.05585 0.4571607307975398 0.7931529807616613 0.5360183485267385 0.6182269651426466 0.7931529807616613 0.9828997193614342 12.25279300708763 12.25279300708763 26.692334292899147 26.692334292899147 59203.51835650019 59192.553391200025 18.251068681279556 18.901102924105494 18.251068681279556 1.304749451538762 4.7498342021012165 1.5021336369377387 216.03774984328902 6.190976961658549 0.0009919186224290888 14.467057740267515 15.408093275635242 14.830844089262486 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 4.7498342021012165 1.5021336369377387 216.03774984328902 6.190976961658549 0.0009919186224290888 14.467057740267515 15.408093275635242 14.830844089262486 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 10.964965300168842 1.5021336369377387 4.7498342021012165 0.5772491863727556 0.31624969904701716 -3.4930096484702524 -3.4202245920170693 False 0.05585 Inputed -18.746708970587047 -18.09667472776111 """""" """""" """"""
-0.14921021707510296 0.4429594041851719 -6.170347501061474 18.622770910984972 5531.671551232941 106.62268501090662 38 21 21 29.06210649991408 41 True True 2021cdi 128.68340416666666 35.69264166666667 SNIa 0.078297 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 128.68340416666666 35.69264166666667 TNS 2021cdi ZTF21aahvuvi 2021cdi SNIa 0.078297 0.013928739602427243 0.6417404435847374 0.14907618999293248 0.2980599769790402 0.6417404435847374 1.054310754879598 12.415060250974793 12.415060250974793 16.647046248939287 16.647046248939287 59265.39211810008 59252.2639583 18.374053308646673 18.374053308646673 18.46748813835163 0.4606347271960588 1.1654808036752247 7.635774394725918 128.684509624556 35.69456333483405 0.0024390185159240962 16.14219284459233 17.14527935916424 16.490386768807173 0.93 """""" """""" """""" """""" 0 False True all False False 0 1.1654808036752247 7.635774394725918 128.684509624556 35.69456333483405 0.0024390185159240962 16.14219284459233 17.14527935916424 16.490386768807173 0.93 False False 0.3 0.7 1.5 0.02 8 3 13.12815980007872 7.635774394725918 1.1654808036752247 0.6548925903570648 6.551608890208473 -1.2287739494824343 -1.9771013695444566 False 0.078297 Inputed -19.274911265031495 -19.368346094736452 """""" """""" """"""
-0.02752881192794052 0.42869908300898935 -26.628433836723204 18.15635355343646 4399.590255998258 209.13805682009453 48 27 27 72.87359960004687 42 True False 2019jyn 337.58467666666 -14.86784636111 SNIc 0.073 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 337.58467666666 -14.86784636111 TNS 2019jyn ZTF19abcegvm 2019jyn SNIc 0.073 0.4934101198345964 0.8848074521283955 0.5845400436074151 0.6800366360526127 0.8848074521283955 1.1091612245887568 62.076265089696506 62.076265089696506 10.797334510350368 10.797334510350368 58720.37670140015 58662.43976850016 18.04350289952776 18.424156040983355 18.04350289952776 1.1422983315018047 0.855267191569013 0.5049435703115538 337.58468517 -14.86770634 0.0005329230125383777 18.084274315977098 19.023013129854203 18.472700895416736 0.7 """""" """""" """""" """""" 0 False True all False False 0 0.855267191569013 0.5049435703115538 337.58468517 -14.86770634 0.0005329230125383777 18.084274315977098 19.023013129854203 18.472700895416736 0.7 False False 0.3 0.7 1.5 0.02 8 3 57.93693289998919 0.5049435703115538 0.855267191569013 0.5503122344374667 0.5903927746663822 0.5988570888708473 0.4291979958889769 False 0.073 Inputed -19.54424242696766 -19.163589285512064 """""" """""" """"""
-0.08727036659142536 0.26582899274253813 -6.048436938251886 18.565188860001456 4108.163771262474 71.00368888258112 58 41 41 40.084247700404376 65 True False 2020lrt 293.38451249999997 54.549908333333335 SNIa 0.046 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 293.38451249999997 54.549908333333335 TNS 2020lrt ZTF20abdxyae 2020lrt SNIa 0.046 0.5431862190282288 1.967709298444376 0.8315736656259247 1.1616523698326233 1.967709298444376 3.0096671569857563 19.296025068733528 19.296025068733528 20.78822263167085 20.78822263167085 59014.46641199989 59004.3035300998 18.317699042247018 18.580785624350156 18.317699042247018 1.5602467496279715 2.430138271667127 0.5813283022725895 293.38423533 54.5499236 0.0029094410824457295 17.662214764642716 18.42487046289444 17.891168000507356 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.430138271667127 0.5813283022725895 293.38423533 54.5499236 0.0029094410824457295 17.662214764642716 18.42487046289444 17.891168000507356 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.162881900090724 0.5813283022725895 2.430138271667127 0.5337024623870832 0.23921614216370735 -0.1559151614557166 -0.4265310417396613 False 0.046 Inputed -18.253720700822118 -17.99063411871898 """""" """""" """"""
-0.1750732669635835 0.18848416961739445 -9.205697262121163 18.610832720035138 4637.8485224458955 235.8237639164363 33 19 19 48.02564809983596 33 True True 2020lqo 182.72004166666665 42.934275 SNIa 0.0533 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 182.72004166666665 42.934275 TNS 2020lqo ZTF20abcqpdj 2020lqo SNIa 0.0533 0.24855990514907234 0.5473846239637226 0.31856384362409074 0.3916343216811171 0.5473846239637226 0.7166715659327281 15.383198650196322 15.383198650196322 32.64244944963964 32.64244944963964 59012.23745370004 58997.18023149995 18.066867580532676 18.358165188469215 18.066867580532676 1.3244866719477504 0.9897533474831961 0.6672138648112801 182.7201750801805 42.93443250918615 0.0003250296150573151 17.017352258963882 17.910870206149816 17.363444251779914 0.645 """""" """""" """""" """""" 0 False True all False False 0 0.9897533474831961 0.6672138648112801 182.7201750801805 42.93443250918615 0.0003250296150573151 17.017352258963882 17.910870206149816 17.363444251779914 0.645 False False 0.3 0.7 1.5 0.02 8 3 15.057222200091928 0.6672138648112801 0.9897533474831961 0.5474259543699027 0.6741213520599969 -0.44729498231939857 -0.7034233287527627 False 0.0533 Inputed -18.828139573578138 -18.5368419656416 """""" """""" """"""
-0.0980942739468664 0.32202022912833983 -5.313161434362746 18.390759073213808 5148.337756461466 210.40867397920798 19 6 6 12.987997699994594 57 True True 2019tqa 249.31858291666 35.975619 SNII 0.03761 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 249.31858291666 35.975619 TNS 2019tqa ZTF19acjtpmm 2019tqa SNII 0.03761 0.06879096526377282 0.36905588336680495 0.13842588581679038 0.21159360063664323 0.36905588336680495 0.5422854978401475 13.232983484130106 13.232983484130106 -0.24498578413551186 -0.24498578413551186 58792.11052080011 58785.11592590017 18.187163565366728 18.2278381281361 18.187163565366728 2.5657688067126436 3.2262705103218328 12.29430373747579 249.3185716986515 35.97903407230545 0.0032701973504810633 15.072094346101284 15.530631619077921 15.273045309115052 1.0 """""" """""" """""" """""" 5 False True all False False 0 0.7 0.7211499282392807 249.3186352 35.9758148 0.021238692029964312 23.2754517783761 22.62899958487749 23.122120754235983 0.5 False False 0.3 0.7 1.5 0.02 8 3 6.9945948999375105 12.29430373747579 3.2262705103218328 0.25758630996286946 3.8106859601953795 -2.6972065090581783 -2.914118256251676 False 0.03761 Inputed -17.942599970348017 -17.901925407578645 """""" """""" """"""
-0.1769686220152449 0.2469454497343468 -8.717954752761102 17.57917190652876 5339.631916218052 213.3289061929296 56 35 35 67.92400470003486 49 True False 2020adle 77.58585833333333 6.33885 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 77.58585833333333 6.33885 TNS 2020adle ZTF20acxvvnf 2020adle SNIa 0.05 0.03929874452347093 0.328753570882661 0.10646706630889113 0.17701575881967102 0.328753570882661 0.49555582721718494 11.109702060632799 11.109702060632799 56.81430263940206 56.81430263940206 59215.1506829001 59203.2260532002 17.02120147790778 17.02120147790778 17.206559863014636 5.063330642893073 1.7415078561985728 1.3964935346900271 77.58613152 6.33857295 0.003053422220945512 18.42539008541107 19.05298784608841 18.643007116127013 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.7415078561985728 1.3964935346900271 77.58613152 6.33857295 0.003053422220945512 18.42539008541107 19.05298784608841 18.643007116127013 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.924629699904472 1.3964935346900271 1.7415078561985728 0.4099807299613971 0.8018875882296301 2.0317863681806294 1.4364472531123766 False 0.05 Inputed -19.54797876816064 -19.733337153267495 """""" """""" """"""
-0.15808885679468043 0.31771470895586557 -6.803185967908044 17.377723251070528 6136.273346958149 99.11890639279002 32 21 21 41.901481500361115 86 True True 2018lfb 82.46804875 19.8340735 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 82.46804875 19.8340735 TNS 2018lfb ZTF18adasopt 2018lfb SNIa 0.04 -0.10732571030780136 0.5161831699163599 0.024840461402114045 0.1719903899316897 0.5161831699163599 0.9361833992190611 8.399717858741269 8.399717858741269 33.501763641619846 33.501763641619846 58488.23960650014 58480.28959489986 16.908348012727323 16.908348012727323 17.085174167253317 1.1941001542494445 1.9054484433692664 2.72155793287159 82.46740824888245 19.83361687789515 0.0008629500148469305 16.17793311925888 17.171986712951657 16.513639214248656 0.9650000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.9054484433692664 2.72155793287159 82.46740824888245 19.83361687789515 0.0008629500148469305 16.17793311925888 17.171986712951657 16.513639214248656 0.9650000000000001 False False 0.3 0.7 1.5 0.02 8 3 7.950011600274593 2.72155793287159 1.9054484433692664 0.6583474987030016 1.4283031075137653 0.2636387002243339 -0.5715349530046616 False 0.04 Inputed -19.1796307202281 -19.356456874754095 """""" """""" """"""
-0.06604609660528099 0.5014655882121427 4.222486478720137 18.252415546282855 3393.2606606486397 167.19884390001295 20 15 15 54.04106479976326 65 True True 2020gcv 322.8402916666666 9.429969444444444 SNII 0.028396 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 322.8402916666666 9.429969444444444 TNS 2020gcv ZTF20aawxpru 2020gcv SNII 0.028396 0.7036960883253727 1.2592859338348106 0.8309539891345175 0.9657208334026173 1.2592859338348106 1.5876206723443786 14.693950248202592 14.693950248202592 39.34711455156067 39.34711455156067 58966.46107639978 58966.440196800046 18.15354889151093 18.88285235602641 18.15354889151093 2.1329983545657143 6.513159525948062 8.50433581029887 322.842078781574 9.428397033835944 0.002268982740215475 14.291130639898777 15.146303848104477 14.596314301605226 0.99 """""" """""" """""" """""" 5 False True all False False 0 0.7 0.08035196256607793 322.840281088038 9.42998917458948 0.0037637975296557213 21.291940186464785 21.093375929822923 21.100536806135178 0.1625 False False 0.3 0.7 1.5 0.02 8 3 0.02087959973141551 8.50433581029887 6.513159525948062 0.5499895464992512 1.3057158782029021 -3.7365485079219347 -3.557234589905704 False 0.028396 Inputed -17.361063524090063 -16.63176005957458 """""" """""" """"""
-0.0835224745282976 0.2947893405070855 -2.8643304322650707 18.11530794660733 5091.869420490225 215.13281079987388 18 6 6 14.023194400127977 60 True False 2018ldj 19.386149583333 -14.93130111111 SNIa 0.0671 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 19.386149583333 -14.93130111111 TNS 2018ldj ZTF18aczpgmi 2018ldj SNIa 0.0671 0.06749338862048049 0.36024654491944474 0.13549691534402797 0.2068747127512225 0.36024654491944474 0.5286416997731855 25.783601616114566 25.783601616114566 -11.760407215986588 -11.760407215986588 58488.14815969998 58474.12496529985 18.00754755119169 18.00754755119169 18.29419287475532 1.212853294862438 0.8911649889412081 0.7981734198883571 19.38618335 -14.93108181 0.00017020929487299163 16.343164380323888 17.540738689529896 16.73985329426527 0.85 """""" """""" """""" """""" 0 False True all False False 0 0.8911649889412081 0.7981734198883571 19.38618335 -14.93108181 0.00017020929487299163 16.343164380323888 17.540738689529896 16.73985329426527 0.85 False False 0.3 0.7 1.5 0.02 8 3 14.023194400127977 0.7981734198883571 0.8911649889412081 0.8008853952646255 0.8956516804331214 -0.4668088616617929 -1.5543395804900513 False 0.0671 Inputed -19.107678217537664 -19.394323541101297 """""" """""" """"""
-0.1316559092517986 0.4709105462893906 -3.585652693760422 18.527263662383433 5637.302544671331 75.58788820896133 24 10 10 25.728263899683952 41 True True 2019duu 243.29698416666 54.788313611111 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 243.29698416666 54.788313611111 TNS 2019duu ZTF19aaqtcmy 2019duu SNIa 0.07 -0.025675706645920116 0.90764639743632 0.16299811176710577 0.379407198705362 0.90764639743632 1.5876223648283414 6.095447508195323 6.095447508195323 19.63281639148863 19.63281639148863 58596.452731499914 58592.49174770014 18.259157713042946 18.259157713042946 18.480043519728778 3.9295410214113846 0.8592468405938825 0.14923884523375158 243.296922712561 54.78833512721085 0.0001471266795017856 16.47801285109967 17.605622006151677 16.84163079632014 0.61 """""" """""" """""" """""" 0 False True all False False 0 0.8592468405938825 0.14923884523375158 243.296922712561 54.78833512721085 0.0001471266795017856 16.47801285109967 17.605622006151677 16.84163079632014 0.61 False False 0.3 0.7 1.5 0.02 8 3 3.9609837997704744 0.14923884523375158 0.8592468405938825 0.7639912098315378 0.17368564908612608 -0.6535357068912688 -1.6384127234086385 False 0.07 Inputed -19.015122431862018 -19.23600823854785 """""" """""" """"""
-0.14404285530970934 0.4414543708578786 -9.93181334937752 17.913094917852625 5809.445914370654 191.76438558209335 39 16 16 32.88760419981554 38 True False 2020yhb 273.81244166666664 76.91921388888889 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 273.81244166666664 76.91921388888889 TNS 2020yhb ZTF20acnsgdb 2020yhb SNIa 0.07 -0.05937511055309841 0.24228832685328427 0.00992302628509023 0.08318953668361218 0.24228832685328427 0.4192996924743966 15.705714445401991 15.705714445401991 17.18188975441355 17.18188975441355 59165.17534720013 59145.21446759999 17.711284348938285 17.711284348938285 17.80452825421818 0.2735123703815098 1.2145881730177606 9.682154539634059 273.80972789 76.92183232 0.002139784076280238 15.381694535088538 16.37988872461319 15.730551040554047 0.7599999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.2145881730177606 9.682154539634059 273.80972789 76.92183232 0.002139784076280238 15.381694535088538 16.37988872461319 15.730551040554047 0.7599999999999999 False False 0.3 0.7 1.5 0.02 8 3 19.960879600141197 9.682154539634059 1.2145881730177606 0.6493376840591409 7.971553448917438 -1.331395624325097 -2.073977213664133 False 0.07 Inputed -19.690637697372615 -19.78388160265251 """""" """""" """"""
-0.14262804951101815 0.3027097489570863 -9.006960053466639 18.772324071123222 5465.705501495512 194.6654106229518 16 10 10 51.854768600314856 31 True True 2018ixw 27.982306666666 14.851588805555 SNIa 0.084 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 27.982306666666 14.851588805555 TNS 2018ixw ZTF18achmxsx 2018ixw SNIa 0.084 0.014470130993206709 0.3288266554012651 0.08686922587519774 0.16328620193729648 0.3288266554012651 0.5124609523792927 12.4375108369342 12.4375108369342 39.417257763380654 39.417257763380654 58447.33325230004 58434.26708329981 18.378065558220154 18.73317948029795 18.378065558220154 1.849426037855838 2.6055495472188106 5.590947638017636 27.98136032152845 14.852843878941648 0.0016227028137094646 15.720159240837097 16.861791055707933 16.11904983166456 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.6055495472188106 5.590947638017636 27.98136032152845 14.852843878941648 0.0016227028137094646 15.720159240837097 16.861791055707933 16.11904983166456 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 13.06616900023073 5.590947638017636 2.6055495472188106 0.7427412240433711 2.145784425395199 -1.871388424590016 -2.2590157265555924 False 0.084 Inputed -19.519704471861328 -19.164590549783533 """""" """""" """"""
-0.15387415221806477 0.21048456976353117 -7.2286911091699055 18.484261722093848 5811.019600149769 206.60639697293706 30 23 23 71.91555560007691 44 True False 2021cez 197.815375 -16.545783333333336 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 197.815375 -16.545783333333336 TNS 2021cez ZTF21aahnkut 2021cez SNIa 0.07 -0.08123034455857692 0.19154175325265044 -0.01821268346698801 0.04816832044259556 0.19154175325265044 0.3499713832149709 13.980998067334916 13.980998067334916 57.934557532742 57.934557532742 59262.502210599836 59251.41990739992 17.892198157066424 17.892198157066424 17.989931395520568 1.962992748674701 1.8628015528222646 0.5736466229715412 197.81523903 -16.545875 0.0008210980031508885 16.683587341356276 17.360245175552368 16.95029058842659 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.8628015528222646 0.5736466229715412 197.81523903 -16.545875 0.0008210980031508885 16.683587341356276 17.360245175552368 16.95029058842659 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.082303199917078 0.5736466229715412 1.8628015528222646 0.40995458712577815 0.30794832766938035 -0.5319529815140562 -1.0396408070939778 False 0.07 Inputed -19.505234556070228 -19.60296779452437 """""" """""" """"""
-0.1359957628245166 0.39185437374312027 -4.402284391350788 18.389296896125252 3380.5475155629492 244.74837311116013 43 23 23 32.96936339978129 63 True True 2020kte 259.12170416666663 29.445547222222224 SNIa 0.030227 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 259.12170416666663 29.445547222222224 TNS 2020kte ZTF20abavxpk 2020kte SNIa 0.030227 0.8030690286186939 1.185535036094464 0.8931883960376084 0.9868915145358059 1.185535036094464 1.4000197187491032 11.607870301163318 11.607870301163318 21.36149309861797 21.36149309861797 59000.39428240014 58991.2730556 18.063427115359808 18.81192619262985 18.063427115359808 1.2827209228574565 2.667778434196067 3.2170492364842644 259.122326724826 29.44625761193875 0.00045418383103534854 14.581459671041966 15.362881027896403 14.777707299575805 0.9650000000000001 """""" """""" """""" """""" 1 False True all False False 0 0.7 2.914214961980268 259.12172862739453 29.444737998369547 0.03858252563583131 22.179575844392776 18.602338678610323 18.907881913940905 0.53 False False 0.3 0.7 1.5 0.02 8 3 9.121226800139993 3.2170492364842644 2.667778434196067 0.5851737283205978 1.2058907123798381 -3.449045164733448 -3.2857198157840024 False 0.030227 Inputed -17.587861378365496 -16.839362301095452 """""" """""" """"""
-0.16240389155935758 0.24445142601583175 -8.642041418352933 18.443779680792325 5651.734331238803 127.03597924420679 60 48 48 72.93635410023853 39 True False 2021huk 271.64777499999997 69.52961666666667 SNIa 0.064 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 271.64777499999997 69.52961666666667 TNS 2021huk ZTF21aaqzqaa 2021huk SNIa 0.064 -0.0014873767190941578 0.5029718167943216 0.10969885406638724 0.23043531591438793 0.5029718167943216 0.8213612385265918 10.88317573714875 10.88317573714875 62.053178363089785 62.053178363089785 59315.30241899984 59304.4514930998 17.8696615640215 17.8696615640215 18.014199101831924 3.0330710362891145 3.877488521817795 17.29946072942342 271.6394442 69.5257954 0.005453016910258235 14.926703120231629 15.700681943702698 15.121850174534321 0.99 """""" """""" """""" """""" 5 False True all False False 0 0.8475112450608513 1.8753561729044 271.64900589 69.52991004 0.01494290090293382 21.562953923368454 23.64 22.301520797908307 0.15 False False 0.3 0.7 1.5 0.02 8 3 10.850925900042057 17.29946072942342 3.877488521817795 0.5788317691683762 4.461511783228517 -2.168979620318801 -2.8923489272976024 False 0.064 Inputed -19.283432781844645 -19.42797031965507 """""" """""" """"""
-0.23433567068625824 0.16504123251559308 -5.989293190186789 18.204389148504912 5633.27236593753 189.9739992662563 20 20 20 70.86878470005468 47 True False 2019lvp 43.371794583333 -11.5420725 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 43.371794583333 -11.5420725 TNS 2019lvp ZTF19abjgbmo 2019lvp SNIa 0.05 -0.04569407526314251 0.26252358389737296 0.025071683037399595 0.09991587975403604 0.26252358389737296 0.4435587199774602 7.672830839906588 7.672830839906588 63.19595386014809 63.19595386014809 58698.46103010001 58692.486851899885 17.567640282311203 17.567640282311203 17.70522647316541 3.7040847626287716 4.002142681144704 9.993713311640287 43.3695335 -11.54374539 0.0026680253361586193 15.017142782890797 15.803284627974033 15.342794144248963 0.99 """""" """""" """""" """""" 1 False True all False False 0 0.7 6.119974768200742 43.37352656 -11.54197088 0.17361265202555942 22.50987867809534 24.53916702055931 23.183308097493647 0.5 False False 0.3 0.7 1.5 0.02 8 3 5.974178200121969 9.993713311640287 4.002142681144704 0.46049048372507073 2.497090710614509 -1.7643556543371695 -2.362432328916448 False 0.05 Inputed -19.049312158009865 -19.186898348864073 """""" """""" """"""
-0.2754211212313605 0.19997785799223694 -8.52304251251832 17.840250121026692 4828.383135391244 223.3368935925149 29 22 22 61.877476799767464 100 True True 2020hen 267.3141666666666 17.950988888888887 SNIa 0.03335 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 267.3141666666666 17.950988888888887 TNS 2020hen ZTF20aaurhzc 2020hen SNIa 0.03335 0.1834891356248889 0.48772113592059796 0.2544515981510891 0.32873319389114286 0.48772113592059796 0.6614353270436624 8.288099951543114 8.288099951543114 53.58937684822435 53.58937684822435 58964.42321760021 58953.45603010012 17.365070179431452 17.454629124238018 17.365070179431452 5.340545558548955 4.9802523898200945 18.79021718724805 267.31578101 17.95597735 0.0035604967104582164 14.061980306458473 15.209528292179108 14.45717999174595 0.9400000000000001 """""" """""" """""" """""" 7 False True all False False 0 1.3415464191785509 7.877458348806462 267.31330097 17.95301618 0.011127190209260451 18.03621841855049 21.62404826617241 20.986428726673125 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.967187500093132 18.79021718724805 4.9802523898200945 0.7523483004331588 3.7729447659432425 -2.2451008320589096 -2.907890187685503 False 0.03335 Inputed -18.501394944354868 -18.411835999548302 """""" """""" """"""
-0.1775040751146019 0.29096014216383137 -5.813918752372436 18.439799760742083 6152.943175364673 202.56264281084864 37 23 23 30.97077549993992 62 True False 2021bon 92.81949999999999 -23.55976111111111 SNIa 0.063 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 92.81949999999999 -23.55976111111111 TNS 2021bon ZTF21aaglret 2021bon SNIa 0.063 -0.15897042271500794 0.10156429799564393 -0.09896517597816867 -0.035630516808861756 0.10156429799564393 0.2537220082609437 10.221980620332982 10.221980620332982 20.748794879606937 20.748794879606937 59257.248356500175 59248.16761570005 17.900562118097845 17.900562118097845 18.141091884074005 0.5316134936150246 3.138815246787909 5.078821151773739 92.82103778 -23.55970325 0.010752566612761139 18.070209937953948 19.5654464594841 18.722902323317527 0.96 """""" """""" """""" """""" 0 False True all False False 0 3.138815246787909 5.078821151773739 92.82103778 -23.55970325 0.010752566612761139 18.070209937953948 19.5654464594841 18.722902323317527 0.96 False False 0.3 0.7 1.5 0.02 8 3 9.080740800127387 5.078821151773739 3.138815246787909 0.8425441361665733 1.6180694792314156 1.664884341386255 0.5818104392435224 False 0.063 Inputed -19.12184792372997 -19.36237768970613 """""" """""" """"""
-0.1748440828619301 0.12970700866189586 -8.865062668066898 17.87679426863956 5779.51877758346 78.21483618478823 58 41 41 63.84798610024154 28 True False 2021nzb 213.20741666666663 68.67073888888889 SNIa 0.045 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 213.20741666666663 68.67073888888889 TNS 2021nzb ZTF21abctmnb 2021nzb SNIa 0.045 0.029984759299466646 0.9607686329366523 0.21988909777649468 0.43643176958742913 0.9607686329366523 1.6294568275625672 18.755671016633762 18.755671016633762 45.09231508360778 45.09231508360778 59379.30804400006 59363.36901619984 17.273675662933236 17.273675662933236 17.325260330765662 4.231280270715059 1.9583284857195935 4.640308861051469 213.21086021 68.67104335 0.0004267878819677051 14.567212009197474 17.069476403391363 14.977284848856925 0.76 """""" """""" """""" """""" 1 False True all False False 0 2.7594537571385995 3.480782726334921 213.20639564 68.67163161 0.0005007341495212314 14.588331343454122 15.69831184580326 15.015110750800371 0.99 False False 0.3 0.7 1.5 0.02 8 3 15.939027800224721 4.640308861051469 1.9583284857195935 2.0921915545344376 2.369525283878192 -0.20419925954187335 -2.347975481908737 False 0.045 Inputed -19.19791510898224 -19.249499776814666 """""" """""" """"""
-0.14438138372921358 0.35388356423287803 -3.66046140910822 19.0747348517543 4996.332522642871 114.6530581819309 29 16 16 32.93968749977648 32 True True 2019nlk 11.447215416666 15.5376005 SNIa 0.0769 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 11.447215416666 15.5376005 TNS 2019nlk ZTF19abpelgt 2019nlk SNIa 0.0769 0.12217458725056929 0.743639317690107 0.2577237448599945 0.40589017690401263 0.743639317690107 1.1433321164785646 15.475568954729468 15.475568954729468 17.464118545047015 17.464118545047015 58715.42048610002 58703.47920140019 18.816794401994215 18.87856475119587 18.816794401994215 1.453524370998691 2.3335174897555593 2.271869424908434 11.4477342571137 15.537215304444 0.0016121648665913257 16.729999750795365 18.101558555207255 17.197845547671317 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.3335174897555593 2.271869424908434 11.4477342571137 15.537215304444 0.0016121648665913257 16.729999750795365 18.101558555207255 17.197845547671317 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.941284699831158 2.271869424908434 2.3335174897555593 0.9037130075359379 0.9735814858393955 -0.7770061959886156 -1.6189488543228983 False 0.0769 Inputed -18.885843778174205 -18.82407342897255 """""" """""" """"""
-0.2023038780800275 0.17761072456967317 -5.646628786310152 18.640121995615644 5328.187391411784 114.26374623008007 43 28 28 61.93232640018687 49 True False 2020dsn 281.96867499999996 60.686522222222216 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 281.96867499999996 60.686522222222216 TNS 2020dsn ZTF20aarucek 2020dsn SNIa 0.07 0.054334839722432804 0.6496587212273681 0.18391136387698737 0.3257469639223203 0.6496587212273681 1.0337237877075154 13.826282470083278 13.826282470083278 48.10604393010359 48.10604393010359 58914.44592589978 58903.51541669993 18.097628284312435 18.097628284312435 18.154727353103997 2.0635471099279417 2.049245199701915 1.5662808919720168 281.96926891 60.68619858 0.0019692859701920806 17.435958779513836 18.12968511199951 17.951535081768036 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.049245199701915 1.5662808919720168 281.96926891 60.68619858 0.0019692859701920806 17.435958779513836 18.12968511199951 17.951535081768036 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.930509199853987 1.5662808919720168 2.049245199701915 0.1781500302314747 0.7643208788288729 0.032056827687075184 -0.2031922713359613 False 0.07 Inputed -19.3404385984868 -19.39753766727836 """""" """""" """"""
-0.20518519241839417 0.20581227934758195 -7.0955841323885505 17.27424237051288 5702.4713357551955 144.99855577698037 124 65 65 74.84616900002584 40 True True 2020abcl 153.36808333333332 35.95451944444445 SNIa 0.03889 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 153.36808333333332 35.95451944444445 TNS 2020abcl ZTF20acucbek 2020abcl SNIa 0.03889 -0.03888088838479575 0.3816404461101257 0.05517721930609554 0.15635478495424948 0.3816404461101257 0.6403313701638638 13.51466074247348 13.51466074247348 61.33150825755236 61.33150825755236 59193.42293980019 59180.51690969989 16.71754258064489 16.71754258064489 16.884779676236093 9.061930754086076 5.2223526928190225 8.952571917786294 153.3650915922615 35.9550845992866 0.002036492196881734 14.472397605743408 15.24374946046412 14.703091479381323 1.0 """""" """""" """""" """""" 2 False True all False False 0 0.7 3.3584383480307722 153.366956011341 35.9543256532368 0.017953990076972515 20.847909545350074 20.735105540140868 20.699112147952317 0.23750000000000002 False False 0.3 0.7 1.5 0.02 8 3 12.906030100304633 8.952571917786294 5.2223526928190225 0.5406579810827967 1.7142794530320589 -1.473793120180769 -2.18168819685477 False 0.03889 Inputed -19.31833160813151 -19.485568703722713 """""" """""" """"""
-0.1705742363573184 0.19602516964658884 -10.80219828410724 17.9004029594139 5485.290593520392 117.70217928691937 91 61 61 68.81593749998137 72 True False 2019pfl 33.58644375 51.696586611111 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 33.58644375 51.696586611111 TNS 2019pfl ZTF19abujhgm 2019pfl SNIa 0.06 0.07326780873112426 0.6558579504022681 0.2006449000964885 0.33967047457360167 0.6558579504022681 1.0288667134610137 15.740481932662375 15.740481932662375 53.075455567319 53.075455567319 58741.398333299905 58724.408749999944 17.34815017151822 17.379011241023328 17.34815017151822 2.6672175542877863 2.170162227196451 0.2597609974289289 33.58633889 51.69661795 0.0007661297004538659 16.216519075393677 17.8611403216362 17.379869535779953 0.63 """""" """""" """""" """""" 0 False True all False False 0 2.170162227196451 0.2597609974289289 33.58633889 51.69661795 0.0007661297004538659 16.216519075393677 17.8611403216362 17.379869535779953 0.63 False False 0.3 0.7 1.5 0.02 8 3 16.98958329996094 0.2597609974289289 2.170162227196451 0.48127078585624616 0.11969658036325889 0.4821290806128715 0.03171936426173261 False 0.06 Inputed -19.80735080967958 -19.776489740174473 """""" """""" """"""
-0.23976200115529578 0.21745033366356648 -7.607424768795631 17.2246740402147 5199.7774898025455 331.6237919638187 58 38 38 74.84730329969898 39 True True 2021wwg 347.80302499999993 16.879930555555557 SNIa 0.022609 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 347.80302499999993 16.879930555555557 TNS 2021wwg ZTF21abvcarc 2021wwg SNIa 0.022609 0.05139446117463109 0.23273842471860462 0.09461257336294437 0.13922076544426076 0.23273842471860462 0.3322164242869654 10.779216206007984 10.779216206007984 64.06808709369099 64.06808709369099 59463.33935189992 59451.31645830022 16.710135697444333 16.710135697444333 16.736646188001675 7.07371566735451 2.4407728998859017 10.2065766785557 347.803607450398 16.877150720432 0.0016512726922395249 14.71071169169426 15.875987367343903 15.095814237875938 0.975 """""" """""" """""" """""" 1 False True all False False 0 0.7 4.387045896623252 347.802734258602 16.8811169960574 0.16522553589164257 23.254000189971922 23.50094640499115 22.995126509513856 0.25 False False 0.3 0.7 1.5 0.02 8 3 12.022893599700183 10.2065766785557 2.4407728998859017 0.7801731294679648 4.181698624658126 -0.8341483301004295 -1.6408319501257367 False 0.022609 Inputed -18.27993926856891 -18.306449759126252 """""" """""" """"""
-0.1587007199445174 0.13587650786722377 -19.412488286000553 18.530585199010588 4288.185120465285 199.87551701654442 53 34 34 70.90934020001441 46 True True 2018dgx 267.02220666666 52.2237325 SNIc 0.025318 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 267.02220666666 52.2237325 TNS 2018dgx ZTF18abdkkwa 2018dgx SNIc 0.025318 0.4849527191133909 0.8944848022239213 0.5799836619879812 0.6797866920238356 0.8944848022239213 1.1306986713458258 14.140950001580514 14.140950001580514 56.7683901984339 56.7683901984339 58326.28528939979 58305.30903939996 17.992172447880478 18.155423284709908 17.992172447880478 5.208161962380463 5.223619612259884 6.506420271067555 267.02059625059053 52.22221815443365 0.001778442387114998 14.586835059307813 15.395897367522716 14.848745290443897 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 3.5628984776272263 267.02094166919 52.2231168721434 0.23804316337409226 24.278697520422934 22.750967716288567 23.57855743367195 0.22499999999999998 False False 0.3 0.7 1.5 0.02 8 3 20.976249999832362 6.506420271067555 5.223619612259884 0.5471520770788185 1.245576966553408 -2.759525917187192 -3.14342715743658 False 0.025318 Inputed -17.27163238132743 -17.108381544498 """""" """""" """"""
-0.16154755815048688 0.20878409195123154 -10.789224454338347 18.5164114154109 5477.431899434334 258.92945473546143 56 28 28 72.83503470011055 63 True False 2018jjp 67.939531666666 79.450489388888 SNIa 0.092 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 67.939531666666 79.450489388888 TNS 2018jjp ZTF18acrlmvt 2018jjp SNIa 0.092 0.005256131579947976 0.23365310374506976 0.058931933128118175 0.11484466328454346 0.23365310374506976 0.36224378732519114 10.839655900038919 10.839655900038919 61.995378800071634 61.995378800071634 58462.29896989977 58450.36664350005 17.991570629483217 18.088041736030625 17.991570629483217 1.1724303208840563 1.8732558609662948 0.7633203774426724 67.94027195 79.45032633 0.0007770566042316629 16.57358574528694 17.492450156974794 16.963495612668993 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.8732558609662948 0.7633203774426724 67.94027195 79.45032633 0.0007770566042316629 16.57358574528694 17.492450156974794 16.963495612668993 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.932326399721205 0.7633203774426724 1.8732558609662948 0.528954544305801 0.4074832452673729 -0.5955915790558315 -1.028075016814224 False 0.092 Inputed -20.107463972919156 -20.010992866371748 """""" """""" """"""
-0.14233928168301008 0.34225734973956434 -2.263340359377901 18.459249888025973 5639.350394132756 231.20078838276038 32 7 7 11.018437500111759 67 True False 2020ctl 44.665170833333335 40.88468888888889 SNIa 0.065 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 44.665170833333335 40.88468888888889 TNS 2020ctl ZTF20aanbfbf 2020ctl SNIa 0.065 -0.07514156385700588 0.16713236469178128 -0.01869343906525245 0.040439727095954225 0.16713236469178128 0.3057025779727951 11.274092200473307 11.274092200473307 -0.25565470036154814 -0.25565470036154814 58899.16349539999 58893.158715299796 18.15470943138955 18.15470943138955 18.20349874368589 2.1418272018850746 2.2776274806940107 2.0965814996026073 44.66470297 40.88515155 0.0009536945861697843 16.129476685619355 16.92484824233055 16.488703751277924 0.65 """""" """""" """""" """""" 0 False True all False False 0 2.2776274806940107 2.0965814996026073 44.66470297 40.88515155 0.0009536945861697843 16.129476685619355 16.92484824233055 16.488703751277924 0.65 False False 0.3 0.7 1.5 0.02 8 3 6.004780100192875 2.0965814996026073 2.2776274806940107 0.43614449105262665 0.9205111535463923 -1.2298611890589974 -1.7147949924079668 False 0.065 Inputed -19.12829376527551 -19.177083077571854 """""" """""" """"""
-0.16831344881439875 0.24169624527121902 -17.93990568324532 15.874068023163213 4184.112163530465 368.36663091461435 118 34 34 73.91700229980052 83 True True 2021bmf 248.37256666666664 -6.380419444444444 SNIc-BL 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 248.37256666666664 -6.380419444444444 TNS 2021bmf ZTF21aagtpro 2021bmf SNIc-BL 0.04 0.4412727805279655 0.6486929334661724 0.491066853068304 0.5422155090058283 0.6486929334661724 0.7609456593945865 10.45018050633313 10.45018050633313 63.46682179346739 63.46682179346739 59268.45525459992 59248.5022454001 15.670468611450357 15.834000639892363 15.670468611450357 3.202591096260656 0.9830735137578316 0.9242775511081441 248.372807227258 -6.380513053438975 0.008178981448176637 21.163990843315126 21.19692849740982 21.16835208889961 0.6611111111111111 """""" """""" """""" """""" 0 False True all False False 0 0.9830735137578316 0.9242775511081441 248.372807227258 -6.380513053438975 0.008178981448176637 21.163990843315126 21.19692849740982 21.16835208889961 0.6611111111111111 False False 0.3 0.7 1.5 0.02 8 3 19.953009199816734 0.9242775511081441 0.9830735137578316 0.028576408510211593 0.9401916928623802 5.362927857517459 5.497883477449253 False 0.04 Inputed -20.59433627603106 -20.430804247589055 """""" """""" """"""
-0.13577019555870817 0.361521686216549 -4.731749248493476 19.311517313383717 6019.987223241732 186.64939337005802 19 10 10 20.117997699882835 86 True True 2020cww 198.56186666666665 19.944308333333332 SNIa 0.11 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 198.56186666666665 19.944308333333332 TNS 2020cww ZTF20aansmsj 2020cww SNIa 0.11 -0.1368722488566334 0.1542322932481497 -0.07025981702190975 0.0003459454168783793 0.1542322932481497 0.32622833510494686 11.763255431933533 11.763255431933533 8.354742267949302 8.354742267949302 58903.357777799945 58894.35656249989 18.84700092760955 18.84700092760955 19.033645381369837 1.1193997991957736 1.9827402574482864 2.89582834315146 198.561946055602 19.9451092608626 0.007596015434982117 18.9200231401819 19.684572493098976 18.98903189397693 0.805 """""" """""" """""" """""" 0 False True all False False 0 1.9827402574482864 2.89582834315146 198.561946055602 19.9451092608626 0.007596015434982117 18.9200231401819 19.684572493098976 18.98903189397693 0.805 False False 0.3 0.7 1.5 0.02 8 3 9.001215300057083 2.89582834315146 1.9827402574482864 0.6955405991220474 1.4605182561221026 0.8375715654894265 -0.04461348739290827 False 0.11 Inputed -19.46151440105985 -19.64815885482014 """""" """""" """"""
-0.1453249773186214 0.3534032063272309 -5.1763024211665405 18.349861670098907 4371.739662325279 44.70197968881931 29 15 15 14.022743100300431 39 True True 2021ct 221.76093749999995 56.31489166666666 SNIa 0.0375 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 221.76093749999995 56.31489166666666 TNS 2021ct ZTF21aaaosmn 2021ct SNIa 0.0375 0.483795896048683 3.08649490466707 0.9467082854899296 1.51945150449653 3.08649490466707 5.408196771619721 12.020090752589176 12.020090752589176 2.0026523477112548 2.0026523477112548 59227.50829860009 59217.46928239986 18.18742503210937 18.4744130023305 18.18742503210937 1.4410271845889011 2.497753265480834 1.1843110064128883 221.761130143777 56.31458052579015 0.0007839812495555876 15.809541144214869 16.83574312340975 16.13307535149932 0.99 """""" """""" """""" """""" 0 False True all False False 0 2.497753265480834 1.1843110064128883 221.761130143777 56.31458052579015 0.0007839812495555876 15.809541144214869 16.83574312340975 16.13307535149932 0.99 False False 0.3 0.7 1.5 0.02 8 3 10.039016200229526 1.1843110064128883 2.497753265480834 0.7026677719104306 0.474150518700213 -1.6386698789207514 -2.054349680610052 False 0.0375 Inputed -17.93592009327244 -17.64893212305131 """""" """""" """"""
-0.1892609237289436 0.17223424090699962 -8.857208012315734 18.10339815260798 5683.6834656164665 117.11442926153471 59 44 44 70.93755779974163 57 True False 2020xba 107.82875 44.379511111111114 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 107.82875 44.379511111111114 TNS 2020xba ZTF20acjhhqx 2020xba SNIa 0.04 0.001174178142978377 0.5573107776214528 0.12246188054400164 0.25506184906264195 0.5573107776214528 0.9147443736052523 16.4378612127512 16.4378612127512 54.499696586990424 54.499696586990424 59151.489467599895 59135.487916700076 17.482727489341187 17.482727489341187 17.585883938838705 3.795114764116117 1.6753980195177793 25.774140096975472 107.81901224 44.38119063 0.07279140663309192 17.552486340880392 18.70280865945816 17.938757144713403 1.0 """""" """""" """""" """""" 11 False True all False False 0 0.24393239595821423 2.6007037569377536 107.82881349 44.37879012 0.011642264898369503 21.111987578344344 23.64 23.149973740530015 0.0 False False 0.3 0.7 1.5 0.02 8 3 16.00155089981854 0.0 0.0 0.0 0.0 6.157272510658814 5.684116061161294 True 0.04 Inputed -18.678920948642713 -18.78207739814023 """""" """""" """"""
-0.17356838743858846 0.28841048948763043 -9.39740611599343 18.720016549338723 5388.468269590283 224.08584483939518 60 36 36 57.16672460036352 23 True False 2021kkx 237.01588749999996 82.57611666666666 SNII 0.0383 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 237.01588749999996 82.57611666666666 TNS 2021kkx ZTF21aawgzda 2021kkx SNII 0.0383 0.028117313014877965 0.30009411673964337 0.09144554251809467 0.15781319852273867 0.30009411673964337 0.45585018311055236 11.946494954092099 11.946494954092099 45.22022964627143 45.22022964627143 59336.38182870019 59322.20150459977 18.358598447875664 18.36122895637872 18.358598447875664 1.3905288739425357 0.8846987976505731 16.41618346626103 236.98844487 82.57898476 0.4648096730026343 21.527246716189385 22.497250053286553 21.655274135923385 0.3833333333333333 """""" """""" """""" """""" 1 False True all False False 0 0.7 11.391858806091316 237.0296596 82.57873354 0.5509438729647167 22.81 23.64 26.572385671114922 0.05 False False 0.3 0.7 1.5 0.02 8 3 14.180324100423604 0.0 0.0 0.0 0.0 5.27877104362128 4.911401552124335 True 0.0383 Inputed -17.81100626170432 -17.808375753201265 """""" """""" """"""
-0.037646080362770395 0.3936174123850601 -15.687702342570235 18.131859902065216 5614.765035197799 194.1628031897152 19 5 5 12.936331099830568 37 True True 2020aeje 4.299875 -7.627061111111112 SNII 0.02 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 4.299875 -7.627061111111112 TNS 2020aeje ZTF21aaaduti 2020aeje SNII 0.02 0.02496345667507427 0.3427194492607981 0.0981427199396947 0.17538490494534642 0.3427194492607981 0.5283558512839406 9.079175563832598 9.079175563832598 3.85715553599797 3.85715553599797 59216.17189810006 59216.17189810006 17.887809408147184 17.887809408147184 18.06543796434191 18.18782245052584 2.9283403154957237 5.284559181579666 4.2999861079838695 -7.628524907588725 0.010453248510292057 18.094333635480403 18.884631084258558 18.223812571184634 0.925 """""" """""" """""" """""" 0 False True all False False 0 2.9283403154957237 5.284559181579666 4.2999861079838695 -7.628524907588725 0.010453248510292057 18.094333635480403 18.884631084258558 18.223812571184634 0.925 False False 0.3 0.7 1.5 0.02 8 3 0.0 5.284559181579666 2.9283403154957237 0.6608185130739237 1.8046260380378876 0.9968216761113737 0.15837460684272386 False 0.02 Inputed -16.683456804144182 -16.861085360338908 """""" """""" """"""
-0.2330663171258699 0.23316617063010603 -7.894186528339979 17.893098203002204 5305.550775856552 168.68490577185688 51 32 32 69.88763889996335 49 True True 2020abox 161.87791249999998 3.12455 SNIa 0.054 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 161.87791249999998 3.12455 TNS 2020abox ZTF20acusneh 2020abox SNIa 0.054 0.05665298994087209 0.43723568640321275 0.14327411703371595 0.23540573088195416 0.43723568640321275 0.6643436726640175 11.342550966344263 11.342550966344263 58.54508793361909 58.54508793361909 59198.503842600156 59185.514270800166 17.4577148931398 17.4577148931398 17.534552559696877 4.7165089863020855 0.7385839548087438 2.290361292966797 161.87797261984252 3.123916626985465 0.040256360723145534 22.686203241364957 22.397658078517914 22.323813262941837 0.1142857142857143 """""" """""" """""" """""" 0 False True all False False 0 0.7385839548087438 2.290361292966797 161.87797261984252 3.123916626985465 0.040256360723145534 22.686203241364957 22.397658078517914 22.323813262941837 0.1142857142857143 False False 0.3 0.7 1.5 0.02 8 3 12.98957179998979 2.290361292966797 0.7385839548087438 0.07384481557607714 3.101016855368711 4.939943185378112 4.78926070324496 False 0.054 Inputed -19.389142464909902 -19.465980131466978 """""" """""" """"""
-0.19919611001487242 0.23785790415949595 -7.65748184280821 18.399570234457137 5813.264717430334 91.9352628837633 28 20 20 41.9754281998612 53 True True 2019giy 247.57795666666 6.1974263055555 SNIa 0.063 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 247.57795666666 6.1974263055555 TNS 2019giy ZTF19aavsahh 2019giy SNIa 0.063 -0.01885811122149761 0.7146460472094063 0.13515200117273451 0.30764319276345375 0.7146460472094063 1.2170372499636386 8.57592125122925 8.57592125122925 33.39950694863195 33.39950694863195 58642.29479169985 58633.27077550022 17.888824934926408 17.888824934926408 18.071133782363063 1.6929301365540346 1.1118875583079617 0.1600663929633035 247.578000278729 6.19743615960302 0.00012205382090169081 15.556762458199263 16.49374746285677 15.835243953549863 0.32500000000000007 """""" """""" """""" """""" 0 False True all False False 0 1.1118875583079617 0.1600663929633035 247.578000278729 6.19743615960302 0.00012205382090169081 15.556762458199263 16.49374746285677 15.835243953549863 0.32500000000000007 False False 0.3 0.7 1.5 0.02 8 3 9.02401619963348 0.1600663929633035 1.1118875583079617 0.6585035093069074 0.14395915465309092 -1.3950774720696373 -2.2358898288131996 False 0.063 Inputed -19.19180602544091 -19.374114872877566 """""" """""" """"""
-0.08628819437414806 0.6729902549000102 -8.887912907169977 17.82308731955861 5662.598040709626 62.24709140132625 46 31 31 40.01939820032567 45 True False 2021lne 232.7570375 -4.971044444444445 SNII 0.027 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 232.7570375 -4.971044444444445 TNS 2021lne ZTF21aazcgof 2021lne SNII 0.027 0.10106758094150337 1.4175263736316168 0.35670785091003765 0.6571825208567148 1.4175263736316168 2.442530761097103 14.702186274042798 14.702186274042798 25.31721192628287 25.31721192628287 59358.3177546002 59339.31721059978 17.634498227314747 17.706166147931107 17.634498227314747 1.8748101274802333 2.655096648489716 2.045718854358384 232.75718856 -4.97159241 0.001264275840028417 16.16781092290878 17.060197751426696 16.37070975499153 1.0 """""" """""" """""" """""" 1 False True all False False 0 1.3303536238101163 1.784584570783451 232.75677054 -4.97062611 0.0027586519905731244 18.707743344449998 17.8859905192852 19.135084896469117 0.15 False False 0.3 0.7 1.5 0.02 8 3 19.000544000416994 2.045718854358384 2.655096648489716 0.6894879964351652 0.7704875284001579 -0.6459683965044114 -1.263788472323217 False 0.027 Inputed -17.769891901873446 -17.698223981257087 """""" """""" """"""
-0.13380333833711242 0.469439351511391 -2.549572461230394 16.28431850582798 6054.448938347991 225.4131644677163 35 8 8 18.0581366000697 76 True True 2020cxx 48.08175 41.28225 SNIa 0.02 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 48.08175 41.28225 TNS 2020cxx ZTF20aapdgaw 2020cxx SNIa 0.02 -0.16045243321819846 0.07078074508351051 -0.10675376222659594 -0.050380037340232775 0.07078074508351051 0.20382688803685056 17.101894829431245 17.101894829431245 0.9562417706384547 0.9562417706384547 58913.119629600085 58899.11986109987 15.977731772806521 15.977731772806521 16.14319225473206 1.9617138256541446 2.3917181665729386 3.7213810641099765 48.08312452599165 41.282209248592395 0.001734285229762933 16.41835432709217 17.047285628213885 16.618888896927835 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.780868352227547 2.8488059476940357 48.08082882987945 41.28186656117175 0.00980312893382873 20.344349551429747 21.662811820259094 20.62142988100052 0.0 False False 0.3 0.7 1.5 0.02 8 3 13.999768500216305 3.7213810641099765 2.3917181665729386 0.4283967312860497 1.5559446410202646 1.0695538554073636 0.4756966421957749 False 0.02 Inputed -18.605702513754032 -18.77116299567957 """""" """""" """"""
-0.12522251453136546 0.2892336056684548 -17.606904219370293 18.89643851832075 6018.58888474452 223.20089816038825 7 7 7 22.98961800010875 37 True False 2019ieu 344.63416624999 -27.66020336111 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 344.63416624999 -27.66020336111 TNS 2019ieu ZTF19abfvemi 2019ieu SNIa 0.08 -0.07001839607817573 0.18285583658260052 -0.011243718480315579 0.050424542904835334 0.18285583658260052 0.3281318091603964 -7.700374248159134 -7.700374248159134 30.689992248267885 30.689992248267885 58675.44362269994 58675.44362269994 18.57234649048584 18.57234649048584 18.739651661590262 5.258960422441535 0.9313013101070315 0.4279810972192392 344.63427798 -27.66026924 0.0044437393210522425 20.696091012567283 21.590790359568597 21.000469838809966 0.57 """""" """""" """""" """""" 0 False True all False False 0 0.9313013101070315 0.4279810972192392 344.63427798 -27.66026924 0.0044437393210522425 20.696091012567283 21.590790359568597 21.000469838809966 0.57 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.4279810972192392 0.9313013101070315 0.5903205207586311 0.4595516967221411 3.0184438690827555 2.2608181772197042 False 0.08 Inputed -19.050282360481116 -19.217587531585536 """""" """""" """"""
-0.12448556601552199 0.3172021382633519 -11.271178873336998 19.06463447176528 5395.247610044141 68.946862884726 38 28 28 46.91068289987743 41 True True 2021irx 206.90989166666665 15.521302777777779 SNIa 0.090764 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 206.90989166666665 15.521302777777779 TNS 2021irx ZTF21aatkdcw 2021irx SNIa 0.090764 0.20581000062542643 1.435716916884843 0.45141751920874995 0.7350978830608668 1.435716916884843 2.3529994300608834 19.89947694151193 19.89947694151193 27.011205958365498 27.011205958365498 59329.26815970009 59307.32119210018 18.773612889512318 18.8324942583753 18.773612889512318 0.8324085239443154 1.4119694310424427 8.787233523086712 206.910985236386 15.52350453542315 0.003362289459287404 16.18350559076071 17.193928822679517 16.501193840608597 0.99 """""" """""" """""" """""" 2 False True all False False 0 0.7 5.154192816996176 206.909733521946 15.5227263662412 0.4143115619450657 24.292941310286523 23.41949501449585 23.365838806676866 0.5 False False 0.3 0.7 1.5 0.02 8 3 21.946967599913478 8.787233523086712 1.4119694310424427 0.6927349820709203 6.22338793595495 -1.6385654356957815 -2.2724190489037213 False 0.090764 Inputed -19.295480626795886 -19.236599257932905 """""" """""" """"""
-0.13815876816756825 0.2149220613085352 -36.17420853197045 16.92609422189218 4654.405155612258 478.99791305370434 36 24 24 73.93157410016283 42 True True 2019wli 208.23061249999998 3.028958333333333 SNIa 0.023 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 208.23061249999998 3.028958333333333 TNS 2019wli ZTF19acvdyyn 2019wli SNIa 0.023 0.30264466979392424 0.4481759986828422 0.33789071245089985 0.3738865046247284 0.4481759986828422 0.5256127911932431 -20.129013205586716 -20.129013205586716 94.06058730574955 94.06058730574955 58835.483576400205 58830.566736099776 16.801222593729896 16.98384902945356 16.801222593729896 10.495199098445662 1.0128969711015718 0.7530891060678556 208.230660393959 3.02916198407191 0.0024141644640063298 19.56806957174301 21.634058497109415 20.174138665509226 0.5916666666666667 """""" """""" """""" """""" 0 False True all False False 0 1.0128969711015718 0.7530891060678556 208.230660393959 3.02916198407191 0.0024141644640063298 19.56806957174301 21.634058497109415 20.174138665509226 0.5916666666666667 False False 0.3 0.7 1.5 0.02 8 3 4.916840300429612 0.7530891060678556 1.0128969711015718 1.459919831600189 0.7435002054047379 4.650209467655856 3.372916071779329 False 0.023 Inputed -18.252809375514953 -18.07018293979129 """""" """""" """"""
-0.4867966827744664 0.5018190538793255 -1.9971735152989991 17.94833571525973 6839.486317347754 215.38293886602145 25 9 9 12.046088000293821 55 True True 2018fpd 320.77309541666 15.146827805555 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 320.77309541666 15.146827805555 TNS 2018fpd ZTF18absanfq 2018fpd CV 0.0 -0.2971151241751713 -0.08497277794207037 -0.2481575636247122 -0.19655247294211975 -0.08497277794207037 0.038494043892804086 -0.5807388946314493 -0.5807388946314493 12.626826894925271 12.626826894925271 58361.227303199936 58361.227303199936 17.565131549745324 17.565131549745324 17.90520841801086 5.083510334728962 0.9424325933402795 13.058267414342641 320.77517969 15.14984604 0.21960331057819682 20.900673891353605 21.797470393037795 21.18518999507427 0.96 """""" """""" """""" """""" 2 False True all False False 0 0.7 11.93796657259122 320.76966022 15.14686822 0.5844022949439323 22.81 25.207679486465455 23.19490176563263 0.5 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.0 0.0 0.0 0.0 6.074868450254677 5.364791581989138 True 0.0 Inputed """""" """""" """""" """""" """"""
-0.14264389467150465 0.37484839346632476 -3.929244661606109 18.784805429973815 6569.659004392876 227.49195902149867 31 13 13 40.94395830016583 40 True True 2020cxo 135.5310375 12.361655555555556 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 135.5310375 12.361655555555556 TNS 2020cxo ZTF20aaormnl 2020cxo SNIa 0.09 -0.2461839922794553 -0.03545357193548426 -0.1972939424199751 -0.14593672554224923 -0.03545357193548426 0.08601484762586864 13.933640566406957 13.933640566406957 27.010317733758875 27.010317733758875 58909.23304399988 58898.24906249996 18.252667952449166 18.252667952449166 18.550573851279115 0.343584491692058 1.7928879356464216 0.05131560607326623 135.531032798147 12.3616690496969 0.0014254699968184736 17.541188913663028 18.02845683387518 17.76924125515282 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.7928879356464216 0.05131560607326623 135.531032798147 12.3616690496969 0.0014254699968184736 17.541188913663028 18.02845683387518 17.76924125515282 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.98398149991408 0.05131560607326623 1.7928879356464216 0.25921557872235823 0.028621758813254836 -0.22421111857398657 -0.781332596126294 False 0.09 Inputed -19.49981079390012 -19.79771669273007 """""" """""" """"""
-0.0993832377303401 0.4015751536270188 -19.0426070785136 18.493497014359562 5677.8142447608225 152.26671582930464 22 18 18 44.85309029975906 55 True True 2019bus 217.35710874999 16.682060055555 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 217.35710874999 16.682060055555 TNS 2019bus ZTF19aamwyzl 2019bus SNIa 0.09 0.07153265690300614 0.5034474198527548 0.16887700506365988 0.2730723650988196 0.5034474198527548 0.7657301888016121 -4.861096398741434 -4.861096398741434 49.7141866985005 49.7141866985005 58572.37846060004 58567.377175900154 18.372703964005975 18.372703964005975 18.400225439713413 1.4590785047955845 2.984701002733834 4.714739226801036 217.35835834950348 16.681528686509353 0.0036641872603278003 16.805930032984612 17.64072526983738 17.147459901877642 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.984701002733834 4.714739226801036 217.35835834950348 16.681528686509353 0.0036641872603278003 16.805930032984612 17.64072526983738 17.147459901877642 1.0 False False 0.3 0.7 1.5 0.02 8 3 5.001284699887037 4.714739226801036 2.984701002733834 0.4932653679597365 1.5796353545908202 -0.7319786941685962 -1.2527655378357707 False 0.09 Inputed -19.650159205465823 -19.67768068117326 """""" """""" """"""
-0.14993759842723356 0.2118705986766812 -10.392447126856151 18.769590607693655 5136.665277715232 123.92194041334996 71 54 54 66.95518520008773 41 True True 2021iqt 167.76396666666665 55.13081666666667 SNIa 0.062 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 167.76396666666665 55.13081666666667 TNS 2021iqt ZTF21aasyzkt 2021iqt SNIa 0.062 0.1586228159392391 0.7397301299303152 0.28676537375863376 0.42585516328134077 0.7397301299303152 1.106535587485979 18.01447453629927 18.01447453629927 48.94071066378845 48.94071066378845 59328.319340299815 59310.26192130009 18.35129266715726 18.35129266715726 18.376972014561517 1.5649773773760889 1.8029862344803125 0.6543473752807712 167.7636551650175 55.130853038554946 0.004035118594809539 18.8551475099954 19.409258949121835 19.088900983596446 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.8029862344803125 0.6543473752807712 167.7636551650175 55.130853038554946 0.004035118594809539 18.8551475099954 19.409258949121835 19.088900983596446 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 18.057418999727815 0.6543473752807712 1.8029862344803125 0.320357965525389 0.36292422136510566 1.0579662819645748 0.7119289690349291 False 0.062 Inputed -18.85072729659549 -18.876406643999747 """""" """""" """"""
-0.15552751399196646 0.34523585615992736 -9.638978459732861 18.227235020223436 4496.778725443062 105.69147310297137 54 16 16 34.990868100430816 50 True True 2020jsa 216.09989166666665 26.689775 SNIa 0.0365 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 216.09989166666665 26.689775 TNS 2020jsa ZTF20aazhzna 2020jsa SNIa 0.0365 0.3885445815050552 1.192908647852562 0.5628556514841634 0.7541227439935447 1.192908647852562 1.7169946227042239 14.26751505002192 14.26751505002192 20.723353050408896 20.723353050408896 58997.29194439994 58980.22364579979 17.98551226695544 18.125725704346248 17.98551226695544 3.7142873554152565 3.559919919981822 3.0475576391912855 216.09909420032102 26.69023214949785 0.0005270657813131185 14.20471081595242 15.155280170099736 14.513659442042112 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.559919919981822 3.0475576391912855 216.09909420032102 26.69023214949785 0.0005270657813131185 14.20471081595242 15.155280170099736 14.513659442042112 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 17.06829860014841 3.0475576391912855 3.559919919981822 0.6416207280576245 0.8560747735041319 -2.9704455342465117 -3.471852824913327 False 0.0365 Inputed -18.078612099335924 -17.938398661945115 """""" """""" """"""
-0.18460643048378805 0.3354267088871786 -5.623677688177411 18.02694076722043 5909.509662566811 77.89706451851315 37 21 21 42.00347220012918 29 True True 2019kit 347.58269291666 22.797083888888 SNIa 0.055 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 347.58269291666 22.797083888888 TNS 2019kit ZTF19abdqaao 2019kit SNIa 0.055 -0.05507281765284944 0.8230102280556686 0.12333794959354094 0.327339778920404 0.8230102280556686 1.4572153069501077 12.281593587116351 12.281593587116351 29.72187861301283 29.72187861301283 58677.462858799845 58665.47478009993 17.64370074548199 17.64370074548199 17.803203284608554 1.9743059264419838 3.0324957539012862 0.7324322548316473 347.582668743579 22.79688165961995 0.0010042939029571984 15.677910242762565 16.70010120594978 16.075981729125978 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.0324957539012862 0.7324322548316473 347.582668743579 22.79688165961995 0.0010042939029571984 15.677910242762565 16.70010120594978 16.075981729125978 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.988078699912876 0.7324322548316473 3.0324957539012862 0.6241194768238039 0.24152787481709675 -0.9435995395322081 -1.7272215554825756 False 0.055 Inputed -19.160842622076366 -19.32034516120293 """""" """""" """"""
-0.005981170393730394 0.19995825416141363 -3.4932265234214634 18.289789511790275 4738.780808093161 215.94847033570153 155 78 78 74.80021989997476 92 True True 2020xyk 5.23225 21.863569444444447 SNII 0.0187 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 5.23225 21.863569444444447 TNS 2020xyk ZTF20acmaaan 2020xyk SNII 0.0187 0.17845790430981623 0.4930610267914055 0.25166125666953576 0.32841009997182624 0.4930610267914055 0.67349882961771 273.50022928294726 273.50022928294726 -198.7000093829725 -198.7000093829725 59151.23292820016 59143.3584838002 18.14701448317236 18.163935708653472 18.14701448317236 1.2421707935724402 3.9480792438723635 9.649528058558648 5.2310213476383645 21.865995235112102 0.0005507703141783837 13.009223242969512 13.76406937175274 13.223365451161861 0.85 """""" """""" """""" """""" 2 False True all False False 0 1.1920383354664792 5.288731012322116 5.23068905 21.86381352 0.011763068066787175 19.059467225670815 14.799688915634155 18.955502011680604 1.0 False False 0.3 0.7 1.5 0.02 8 3 7.874444399960339 9.649528058558648 3.9480792438723635 0.5407039205908788 2.444106985323369 -4.3998663369007325 -4.923649032010498 False 0.0187 Inputed -16.45522043055022 -16.438299205069107 """""" """""" """"""
-0.19452348879780065 0.4514935837607887 -4.402282785886469 17.11660551840351 7554.206460409611 262.511000951499 44 23 23 30.980972200166434 108 True False 2021uum 319.87143749999996 32.888308333333335 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 319.87143749999996 32.888308333333335 TNS 2021uum ZTF21abpjmwx 2021uum CV 0.0 -0.38661817928871756 -0.23282436540631934 -0.3506730519187684 -0.3130972066578295 -0.23282436540631934 -0.1453357258317105 1.736169168700382 1.736169168700382 29.244803031466052 29.244803031466052 59426.33206020016 59424.28151619993 15.971500506800913 15.971500506800913 16.876896614353647 32.425838664461516 0.7 0.1631385193672625 319.87144866 32.88835267 0.012000923889049941 22.81 23.64 23.27 0.0 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.1631385193672625 319.87144866 32.88835267 0.012000923889049941 22.81 23.64 23.27 0.0 False False 0.3 0.7 1.5 0.02 8 3 2.0505440002307296 0.1631385193672625 0.7 0.370000000000001 0.23305502766751787 7.6684994931990875 6.393103385646352 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.16731923446450478 0.16822901969948353 -11.804891408878586 17.94835294274992 5273.755607468232 88.8787888238957 37 24 24 43.80980319995433 35 True False 2021btd 231.19144166666666 62.344661111111115 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 231.19144166666666 62.344661111111115 TNS 2021btd ZTF21aagyscx 2021btd SNIa 0.06 0.19347488804140767 1.0784829529624602 0.3793483185380424 0.5874185847501074 1.0784829529624602 1.6858231886846937 14.765090388250105 14.765090388250105 29.044712811704226 29.044712811704226 59265.36873839982 59249.45162039995 17.4477818607306 17.577724858328803 17.4477818607306 3.425935090274044 2.1463270321828585 4.3020587589152814 231.19152575 62.34585549 0.0003514043237157205 14.309181544792652 15.37412058737278 14.717638928562403 0.85 """""" """""" """""" """""" 0 False True all False False 0 2.1463270321828585 4.3020587589152814 231.19152575 62.34585549 0.0003514043237157205 14.309181544792652 15.37412058737278 14.717638928562403 0.85 False False 0.3 0.7 1.5 0.02 8 3 15.917117999866605 4.3020587589152814 2.1463270321828585 0.6564816588103763 2.0043817621492654 -2.203604270956024 -2.7301429321681976 False 0.06 Inputed -19.7077191204672 -19.577776122868997 """""" """""" """"""
-0.04227905588838109 0.22073393291331964 3.5439131381956135 16.615742551512255 4428.359116980283 255.1329417366489 38 6 6 20.01458329986781 33 True False 2020cnu 66.034015833333 -27.07984949999 SNII 0.019 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 66.034015833333 -27.07984949999 TNS 2020cnu ZTF20aambtea 2020cnu SNII 0.019 0.23776463821842242 0.5103273351828648 0.3019251724758121 0.36868579006546653 0.5103273351828648 0.6633586361898196 59.29243596169336 59.29243596169336 -39.27785266182555 -39.27785266182555 58905.1733448999 58885.15876160003 16.65333953866013 17.10807288579781 16.65333953866013 5.924082771945918 3.0325881041882163 0.1346984902634714 66.03405276 -27.07983164 0.0009821572181001326 15.66688828587532 23.64 23.27 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.0325881041882163 0.1346984902634714 66.03405276 -27.07983164 0.0009821572181001326 15.66688828587532 23.64 23.27 1.0 False False 0.3 0.7 1.5 0.02 8 3 20.01458329986781 0.1346984902634714 3.0325881041882163 0.370000000000001 0.0444170080590382 6.53192711420219 6.616660461339869 False 0.019 Inputed -17.983621221670685 -17.528887874533005 """""" """""" """"""
-0.16130379135100464 0.2832396808632336 -11.995997032322771 19.24938348349741 5466.892954205266 218.1505844159742 115 46 46 46.90450230007991 56 True False 2020skr 40.688229166666666 38.08371666666667 SNIa 0.099 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 40.688229166666666 38.08371666666667 TNS 2020skr ZTF20abyfmjr 2020skr SNIa 0.099 0.026183616931909626 0.305875573638847 0.0911808118060442 0.15938463449952067 0.305875573638847 0.4666229519267908 10.884378441270657 10.884378441270657 36.02012385880926 36.02012385880926 59110.446886599995 59095.38692130009 18.831422575471592 18.85890271823842 18.831422575471592 0.7079353010948737 1.9387273609898683 0.71697475233456 40.68846251 38.08379368 0.0013832812649603454 17.25180755882263 18.107858227968215 17.62870484395027 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.9387273609898683 0.71697475233456 40.68846251 38.08379368 0.0013832812649603454 17.25180755882263 18.107858227968215 17.62870484395027 0.99 False False 0.3 0.7 1.5 0.02 8 3 15.059965299908072 0.71697475233456 1.9387273609898683 0.4791533840179447 0.3698172145094655 -0.7510444902702034 -1.2027177315213216 False 0.099 Inputed -19.430043741408774 -19.402563598641947 """""" """""" """"""
-0.12633894313697286 0.36030823993967004 -6.737581843042572 17.861385035757703 5933.112665233366 172.94952541838694 12 11 11 45.938958399929106 26 True False 2020fsl 187.99084166666665 -20.55038888888889 SNIa 0.044671 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 187.99084166666665 -20.55038888888889 TNS 2020fsl ZTF20aaumnfl 2020fsl SNIa 0.044671 -0.1023701824702421 0.2243593017920702 -0.02806811687932509 0.051005968072679764 0.2243593017920702 0.41954904190119535 1.3422339800138845 1.3422339800138845 44.59672441991522 44.59672441991522 58941.35815969994 58941.35815969994 17.697086283634235 17.884170740712612 17.697086283634235 3.7811985628942804 2.0649973778018844 2.4581452855100694 187.99078749 -20.55106982 0.00040075284247620413 15.099830085778237 15.865652043199539 15.362043270826339 0.95 """""" """""" """""" """""" 0 False True all False False 0 2.0649973778018844 2.4581452855100694 187.99078749 -20.55106982 0.00040075284247620413 15.099830085778237 15.865652043199539 15.362043270826339 0.95 False False 0.3 0.7 1.5 0.02 8 3 0.0 2.4581452855100694 2.0649973778018844 0.5036087723731999 1.1903866377431804 -2.0185186975130733 -2.335043012807896 False 0.044671 Inputed -18.80998435117104 -18.62289989409266 """""" """""" """"""
-0.198447853632531 0.2788882328849492 -9.470579485578984 18.60568413009062 5228.732729676118 81.49034857150991 34 17 17 29.958761599846184 55 True False 2021gkb 164.48072499999998 -13.790772222222222 SNIa 0.06939 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 164.48072499999998 -13.790772222222222 TNS 2021gkb ZTF21aapzzgf 2021gkb SNIa 0.06939 0.18100972827197026 1.1591997235363323 0.38314873564510776 0.6117398482801164 1.1591997235363323 1.8487986771040354 9.962944855807415 9.962944855807415 19.99581674403877 19.99581674403877 59305.27193289995 59292.27306709997 18.170036431752724 18.170036431752724 18.51937706971908 3.3649358812412955 2.4565647780835143 0.9918849566856724 164.48096725 -13.79091562 0.0003124322201367713 14.66162877227068 15.800412848424912 15.093073918557167 0.95 """""" """""" """""" """""" 0 False True all False False 0 2.4565647780835143 0.9918849566856724 164.48096725 -13.79091562 0.0003124322201367713 14.66162877227068 15.800412848424912 15.093073918557167 0.95 False False 0.3 0.7 1.5 0.02 8 3 12.998865799978375 0.9918849566856724 2.4565647780835143 0.7073389298677455 0.40376910290942547 -2.3696235833278116 -3.426303151161914 False 0.06939 Inputed -18.956485864755717 -19.305826502722073 """""" """""" """"""
-0.1949027014768118 0.1088516854245489 -10.853779264875772 19.047899458551733 5930.214764560704 85.52812806473406 106 79 79 69.82976850029081 42 True True 2020jgd 258.6627833333333 58.879975 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 258.6627833333333 58.879975 TNS 2020jgd ZTF20aaybvye 2020jgd SNIa 0.07 0.013191211242904899 0.8348142125650497 0.18366351613864396 0.3760195509574231 0.8348142125650497 1.4089397720437091 17.50072090183587 17.50072090183587 52.32904759845494 52.32904759845494 58987.43151619984 58970.455868099816 18.367447702427864 18.367447702427864 18.44474412718879 1.22727726234244 0.6950395103640995 2.110820600699798 258.66165763169954 58.8800478273258 0.006179502657683189 20.395520109615923 21.841394759280682 20.802751011580227 0.8949999999999999 """""" """""" """""" """""" 0 False True all False False 0 0.6950395103640995 2.110820600699798 258.66165763169954 58.8800478273258 0.006179502657683189 20.395520109615923 21.841394759280682 20.802751011580227 0.8949999999999999 False False 0.3 0.7 1.5 0.02 8 3 16.975648100022227 2.110820600699798 0.6950395103640995 1.0386437477004549 3.0369792928664374 3.4739470568528183 2.358006884391436 False 0.07 Inputed -19.050421824402004 -19.127718249162932 """""" """""" """"""
-0.15011330027791395 0.4153050844355299 -4.971938842669538 19.496557192875212 5246.3862783779705 166.24374354359648 24 15 15 24.992488500196487 53 True True 2019loe 357.98225541666 10.880308694444 SNIc-BL 0.115 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 357.98225541666 10.880308694444 TNS 2019loe ZTF19abeyuxt 2019loe SNIc-BL 0.115 0.048638227479024465 0.4332770783494446 0.13604939309730213 0.2291132053463798 0.4332770783494446 0.6634233396828719 9.8940136701712 9.8940136701712 15.098474830025287 15.098474830025287 58681.43895829981 58672.4268633998 19.21053148752913 19.41886893873326 19.21053148752913 0.8135895355899967 1.1085877551860737 0.3613186300110148 357.98231606064553 10.8803894826484 0.00035089522372677706 16.926818681538105 18.24530058096886 17.385885096430776 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.1085877551860737 0.3613186300110148 357.98231606064553 10.8803894826484 0.00035089522372677706 16.926818681538105 18.24530058096886 17.385885096430776 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 9.012094900012016 0.3613186300110148 1.1085877551860737 0.8594154845380828 0.3259269537487976 -1.1735683577644025 -1.824646391098355 False 0.115 Inputed -19.383338493014453 -19.175001041810322 """""" """""" """"""
-0.007849288463854303 0.1958415451312792 -6.558921349482022 18.414816080007647 5048.996081586383 228.37069729394494 62 31 31 69.93993049999699 65 True True 2020sjv 260.7695 55.07248888888889 SNII 0.028 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 260.7695 55.07248888888889 TNS 2020sjv ZTF20abybeex 2020sjv SNII 0.028 0.10198874163464211 0.3830133850913846 0.16757527725744126 0.23620518892468567 0.3830133850913846 0.5432877333572819 206.14401908341327 206.14401908341327 -136.20408858341628 -136.20408858341628 59099.18137730006 59094.19782410003 18.307761364419722 18.307761364419722 18.32499207265002 1.6139032451425337 1.5329160748528183 4.533702402497842 260.771396515013 55.0718509652481 0.005651496427308111 18.244004916713237 19.14047885657787 18.71383091272831 0.9 """""" """""" """""" """""" 2 False True all False False 0 0.7 2.4654938774094566 260.77020653 55.07304152 0.09484403368860217 23.7480749386549 22.18952834777832 23.27 0.95 False False 0.3 0.7 1.5 0.02 8 3 4.983553200028837 4.533702402497842 1.5329160748528183 0.42664794384956295 2.9575672646874303 0.8327174921581495 0.3888388400782894 False 0.028 Inputed -17.158910680342238 -17.176141388572535 """""" """""" """"""
-0.21531960581470538 0.18161628502312724 -8.875972717445412 18.533701670223326 5612.946905124053 89.66245339684244 108 65 65 55.8639584002085 39 True True 2020zbc 12.364645833333332 23.412605555555555 SNIa 0.056 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 12.364645833333332 23.412605555555555 TNS 2020zbc ZTF20acpkjsn 2020zbc SNIa 0.056 0.05082082384172182 0.8469305819198851 0.21762530578167372 0.40467434522404133 0.8469305819198851 1.3945582516627297 7.983353817665168 7.983353817665168 47.880604582543334 47.880604582543334 59173.19252309995 59164.25564809982 17.91135293521566 17.91135293521566 18.0294073343185 2.363358551447538 1.1918024200752255 0.911782928270541 12.36484020534705 23.412785366109702 0.0022896224540003285 19.06080466187835 20.332651036279202 19.410370299226045 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.1918024200752255 0.911782928270541 12.36484020534705 23.412785366109702 0.0022896224540003285 19.06080466187835 20.332651036279202 19.410370299226045 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.936875000130385 0.911782928270541 1.1918024200752255 0.9222807370531569 0.765045374058722 2.4212981010635417 1.380962964907546 False 0.056 Inputed -18.974270230472104 -19.092324629574943 """""" """""" """"""
-0.20440377382636654 0.2052846588722995 -7.75363642868294 18.104712041408643 5550.734514921971 138.63628672606126 106 72 72 71.0206482000649 51 True True 2020mby 269.9686625 50.490919444444444 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 269.9686625 50.490919444444444 TNS 2020mby ZTF20abegate 2020mby SNIa 0.05 0.0065711550524625295 0.46516287902016273 0.10873527844316655 0.2189139207218993 0.46516287902016273 0.7492976632228796 13.053190765973087 13.053190765973087 57.96745743409181 57.96745743409181 59022.346805599984 59009.28620370012 17.544825516700644 17.544825516700644 17.65953058357723 3.794275709167468 2.492236238916063 0.6405531271355215 269.9687719173445 50.4910831938436 0.0005622873566067943 15.428206405944824 16.158017251062393 15.701966566761731 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.492236238916063 0.6405531271355215 269.9687719173445 50.4910831938436 0.0005622873566067943 15.428206405944824 16.158017251062393 15.701966566761731 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.060601899866015 0.6405531271355215 2.492236238916063 0.45605068430066176 0.2570194258206093 -1.3868082656382512 -1.957564016815498 False 0.05 Inputed -19.095008047598046 -19.20971311447463 """""" """""" """"""
-0.18532333756754005 0.5700806659614843 -19.73628861042443 11.919904809779107 7652.128138958658 212.16626119248042 45 31 31 54.84487270005047 72 True True 2021bxp 155.149125 31.061777777777777 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 155.149125 31.061777777777777 TNS 2021bxp ZTF21aaherhg 2021bxp CV 0.0 -0.325922241360022 -0.117013165997367 -0.2778009015528955 -0.22701613888910543 -0.117013165997367 0.004989055539962095 -16.703872853661153 -16.703872853661153 71.54874555371163 71.54874555371163 59251.40689809993 59251.40689809993 12.39781744625919 12.39781744625919 13.198800300260688 250.06667790539885 0.2359296856034624 0.43332678122926443 155.148986051033 31.06179571024545 0.0006929853954082965 21.124916011798977 20.743595766524074 20.966839784783126 0.025 """""" """""" """""" """""" 0 False True all False False 0 0.2359296856034624 0.43332678122926443 155.148986051033 31.06179571024545 0.0006929853954082965 21.124916011798977 20.743595766524074 20.966839784783126 0.025 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.43332678122926443 0.2359296856034624 -0.22324401825905227 1.8366776530087705 8.345778320264884 7.768039484522438 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.1729343114375188 0.2183474566726568 -5.3944106276854775 19.18918385165731 5764.18603713873 166.02135536468435 53 34 34 59.90409730002284 61 True True 2021lvc 260.14933749999994 28.321272222222223 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 260.14933749999994 28.321272222222223 TNS 2021lvc ZTF21abahgst 2021lvc SNIa 0.1 -0.07411150456080762 0.27622217889057055 0.00529602795509021 0.08998414354211803 0.27622217889057055 0.48674783043355774 13.383146262755432 13.383146262755432 46.52095103726741 46.52095103726741 59353.37339119986 59343.39494210016 18.59361264427099 18.59361264427099 18.759076235028665 0.8526815485292077 1.6329994873998626 1.4365677555915506 260.14906183283904 28.3209554427897 0.00517948503343868 19.254996466945407 19.783218585891724 19.388659935969116 0.9055555555555556 """""" """""" """""" """""" 0 False True all False False 0 1.6329994873998626 1.4365677555915506 260.14906183283904 28.3209554427897 0.00517948503343868 19.254996466945407 19.783218585891724 19.388659935969116 0.9055555555555556 False False 0.3 0.7 1.5 0.02 8 3 9.978449099697173 1.4365677555915506 1.6329994873998626 0.39455864992260814 0.8797110878944122 1.1896059416207336 0.6295837009404508 False 0.1 Inputed -19.524665863442262 -19.690129454199937 """""" """""" """"""
-0.07569658700792098 0.3718289933214545 -12.585463299925202 18.895672858627204 5144.360254595982 261.13849093596764 47 28 28 55.83513890020549 57 True True 2021nng 214.34522499999997 58.74970833333333 SNIb 0.03975 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 214.34522499999997 58.74970833333333 TNS 2021nng ZTF21abccaue 2021nng SNIb 0.03975 0.1031053528915038 0.3462467850640891 0.16034266078843373 0.21989902751251833 0.3462467850640891 0.48272569142869415 21.50369345091068 21.50369345091068 34.33144544929481 34.33144544929481 59375.38590280013 59354.36630789982 18.59538888410138 18.66283870936142 18.59538888410138 0.4762355764647013 4.3286840524625445 2.7413121628606234 214.34514516670652 58.75046868184935 0.0008043478611772237 14.34221121004194 15.134384551592468 14.61059000234276 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 4.3286840524625445 2.7413121628606234 214.34514516670652 58.75046868184935 0.0008043478611772237 14.34221121004194 15.134384551592468 14.61059000234276 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 21.01959490031004 2.7413121628606234 4.3286840524625445 0.5237945492497076 0.6332899628701519 -3.5284541577689517 -3.9847988817586177 False 0.03975 Inputed -17.65567046376386 -17.58822063850382 """""" """""" """"""
-0.03405043798116725 0.3733117686367208 -20.135638663331093 18.530099298832628 4711.36757558347 160.43081215438303 80 52 52 68.8816781998612 51 True False 2020zos 76.63371666666666 7.760127777777778 SNIIn 0.14 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 76.63371666666666 7.760127777777778 TNS 2020zos ZTF20acqgklx 2020zos SNIIn 0.14 0.3670547791872316 0.8575940860020275 0.4786713998467498 0.5973939623213127 0.8575940860020275 1.1507616729927577 59.70657548429833 59.70657548429833 9.175102715562875 9.175102715562875 59215.23591439985 59164.331400500145 18.26435538197356 18.59314188438113 18.26435538197356 0.37776266579344653 1.5942789043361898 0.9777276410654031 76.63354033 7.75991985 0.002971495695906712 18.699953775548934 19.86661543455124 19.10016057138443 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.5942789043361898 0.9777276410654031 76.63354033 7.75991985 0.002971495695906712 18.699953775548934 19.86661543455124 19.10016057138443 1.0 False False 0.3 0.7 1.5 0.02 8 3 50.90451389970258 0.9777276410654031 1.5942789043361898 0.7664548631668104 0.6132726453358547 1.2734735501701095 0.8358051894108698 False 0.14 Inputed -20.7671714858352 -20.43838498342763 """""" """""" """"""
-0.048630830039138415 0.23712613848446468 -16.005385237954254 17.396214377819923 3288.97737840305 273.1150149020353 365 134 134 74.98765050014481 92 True True 2020sgf 50.71983333333333 42.556130555555555 SNIc 0.02208 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 50.71983333333333 42.556130555555555 TNS 2020sgf ZTF20abxpoxd 2020sgf SNIc 0.02208 0.9552053589156806 1.3177418357684978 1.041201096305084 1.1302273719587141 1.3177418357684978 1.5185205613338688 55.58254408296666 55.58254408296666 19.405106417178146 19.405106417178146 59131.4406365999 59089.446342600044 17.025656194868795 17.930413588081677 17.025656194868795 0.9850384216550411 8.813527692300386 15.727962008913437 50.72444857293515 42.5533866653652 0.002027214224827101 13.043097159366607 15.08689173945427 13.420863719358444 0.985 """""" """""" """""" """""" 4 False True all False False 0 0.7 0.6220196041877606 50.7197214243288 42.5559787046963 0.013101765397358411 22.70689122385025 21.249477355155946 21.20441913543701 0.06666666666666667 False False 0.3 0.7 1.5 0.02 8 3 41.9942939998582 15.727962008913437 8.813527692300386 1.6660280200958262 1.7845251706253322 -2.8435218486274074 -3.604792475510351 False 0.02208 Inputed -17.939227843065726 -17.034470449852844 """""" """""" """"""
-0.0208710453696523 0.28984989408380035 -21.602465717200673 17.419698769217344 4770.097874936441 114.2535135988349 116 19 19 39.04206019965932 44 True True 2020aerc 358.64858333333325 34.88071111111111 SNII 0.0166 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 358.64858333333325 34.88071111111111 TNS 2020aerc ZTF21aaaadvr 2020aerc SNII 0.0166 0.4581829481638451 1.2196543675976095 0.6251455225789648 0.806982787260857 1.2196543675976095 1.7059270236668382 73.77048207616068 73.77048207616068 -34.72842187650135 -34.72842187650135 59252.160150500014 59216.12261570012 17.34584948415131 17.494156725424116 17.34584948415131 0.4411155545159294 3.66247287845395 0.5914686499905704 358.648694246691 34.880847913176396 0.0015435318144455534 15.757574091482162 16.087332501425742 15.809386996352673 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.66247287845395 0.5914686499905704 358.648694246691 34.880847913176396 0.0015435318144455534 15.757574091482162 16.087332501425742 15.809386996352673 1.0 False False 0.3 0.7 1.5 0.02 8 3 36.037534799892455 0.5914686499905704 3.66247287845395 0.2779455050730686 0.16149434265305704 -1.406824223998374 -1.5364624877986355 False 0.0166 Inputed -16.99655329422179 -16.848246052948983 """""" """""" """"""
-0.026017687203390462 0.4361454548364651 -17.894115301616882 19.06351321574583 5052.670552459998 167.19681052099162 44 31 31 60.87087960029021 43 True True 2020aeqx 198.2501125 6.170069444444445 SNIIP 0.03179 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 198.2501125 6.170069444444445 TNS 2020aeqx ZTF21aaabwem 2020aeqx SNIIP 0.03179 0.22025760895635926 0.6494022154687791 0.31810308374005203 0.42204839598318955 0.6494022154687791 0.9048181016809309 22.9919553471752 22.9919553471752 37.87892425311501 37.87892425311501 59224.501250000205 59215.50807869993 18.87012857894813 19.056997828460077 18.87012857894813 0.8087082977565951 4.108494284591442 7.954214792677907 198.2478910974355 6.170134898709005 0.00454433194146886 16.016573107335567 16.560252577388287 16.14632877331853 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 7.725105080159349 198.248468910484 6.17146032645375 0.3318365576794512 22.906912813954353 22.785501529593468 22.471611081831455 0.175 False False 0.3 0.7 1.5 0.02 8 3 8.993171300273389 7.954214792677907 4.108494284591442 0.41392380406975704 1.9360413430559005 -2.49674525107179 -2.7237998056296 False 0.03179 Inputed -16.891476073457216 -16.70460682394527 """""" """""" """"""
-0.1729902109135605 0.5874064700561863 -36.22790975665412 13.015989822307809 7595.126650029079 405.48824595149074 194 97 97 29.922314799856395 83 True False 2019nzq 296.52064791666 55.55030275 Varstar 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 296.52064791666 55.55030275 TNS 2019nzq ZTF19abqstxq 2019nzq Varstar 0.0 -0.3221404995459114 -0.21792412986599174 -0.2971780567042792 -0.2714983250986087 -0.21792412986599174 -0.16129112041597082 -33.124928048194235 -33.124928048194235 63.04724284805063 63.04724284805063 58717.292928200215 58717.26548610022 14.986800549875312 14.986800549875312 15.484337832229702 15.818667829071021 0.7 0.41954635657213407 296.52069782 55.55041582 0.017558964211779715 23.21913509898186 23.512257911396027 22.492377877283097 0.75 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.41954635657213407 296.52069782 55.55041582 0.017558964211779715 23.21913509898186 23.512257911396027 22.492377877283097 0.75 False False 0.3 0.7 1.5 0.02 8 3 0.02744209999218583 0.41954635657213407 0.7 1.01988003411293 0.5993519379601916 8.525457361520715 7.008040045053395 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.13871401840508826 0.30700174125603785 -5.336535553735201 19.11473610232192 5905.512655326777 94.75901449847004 42 31 31 47.07387739978731 47 True False 2021iie 288.54287916666664 65.89240833333334 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 288.54287916666664 65.89240833333334 TNS 2021iie ZTF21aarskup 2021iie SNIa 0.1 -0.07461875879911517 0.6020296707690918 0.06791072946378662 0.22723009288379714 0.6020296707690918 1.0627388952660546 13.210114043456345 13.210114043456345 33.86376335633096 33.86376335633096 59316.39377309987 59306.3603356001 18.675578785168614 18.675578785168614 18.782690369558274 1.0607806773493376 0.7722274224213513 1.9897445184125437 288.5417302 65.89211637 0.007274353814725298 20.6198981539011 22.73455933859348 21.162733512878418 0.9375 """""" """""" """""" """""" 0 False True all False False 0 0.7722274224213513 1.9897445184125437 288.5417302 65.89211637 0.007274353814725298 20.6198981539011 22.73455933859348 21.162733512878418 0.9375 False False 0.3 0.7 1.5 0.02 8 3 10.033437499776483 1.9897445184125437 0.7722274224213513 1.571825825715063 2.5766302265900074 4.058980553424867 2.380043143320144 False 0.1 Inputed -19.501051728912653 -19.608163313302313 """""" """""" """"""
-0.21957369735652746 0.21954024161710908 -9.686622381719397 18.142095415152454 5746.419921381741 117.00770990422124 52 31 31 43.995312499813735 42 True True 2021kqa 157.06254166666665 10.66585 SNIa 0.05032 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 157.06254166666665 10.66585 TNS 2021kqa ZTF21aawlwoy 2021kqa SNIa 0.05032 -0.003999252331254866 0.5505711065029644 0.11691476459459338 0.24912912929570652 0.5505711065029644 0.9071472114594386 12.177184631481776 12.177184631481776 31.81812786833196 31.81812786833196 59338.170497700106 59323.21197920013 17.65976700509747 17.65976700509747 17.72566818509494 2.4667405862712912 3.1680293725457944 1.130569043605868 157.062369067741 10.6661143020903 0.0013866055597107074 15.965405296064617 16.526187502553462 16.18707586401105 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.1680293725457944 1.130569043605868 157.062369067741 10.6661143020903 0.0013866055597107074 15.965405296064617 16.526187502553462 16.18707586401105 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.958518499974161 1.130569043605868 3.1680293725457944 0.33911163854241266 0.35686823278957003 -1.1335795025440092 -1.5385923210838897 False 0.05032 Inputed -19.04288734480301 -19.108788524800477 """""" """""" """"""
-0.12079674532732027 0.35748513549988165 -7.259962497564585 18.107670473429064 4300.393516985012 235.34016528330557 45 23 23 44.86717589991167 127 True False 2021uzu 346.27344999999997 52.229441666666666 SNIa 0.045 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 346.27344999999997 52.229441666666666 TNS 2021uzu ZTF21abpvrhn 2021uzu SNIa 0.045 0.36118269739957753 0.6813966293696438 0.4362620227179974 0.5145843510914574 0.6813966293696438 0.8625435929716971 13.2346234774127 13.2346234774127 31.63255242249897 31.63255242249897 59438.348275499884 59426.369328700006 17.723311090451055 18.140954000010034 17.723311090451055 1.3048220320674424 3.012073316283554 3.0302387960089794 346.27337425 52.23028212 0.001465231753182139 15.915314541244506 16.950980166816713 16.33873797416687 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 3.012073316283554 3.0302387960089794 346.27337425 52.23028212 0.001465231753182139 15.915314541244506 16.950980166816713 16.33873797416687 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 11.978946799878031 3.0302387960089794 3.012073316283554 0.6122421926498411 1.0060308889651592 -1.1899738331933207 -1.3845731162841837 False 0.045 Inputed -18.799864349296847 -18.38222143973787 """""" """""" """"""
-0.404179882183471 0.4730136997865281 -2.062157877352135 17.497417849572077 6585.567048717471 208.21339823961432 19 7 7 11.03836809983477 46 True False 2021wcb 62.336549999999995 33.60073888888889 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 62.336549999999995 33.60073888888889 TNS 2021wcb ZTF21abtnruv 2021wcb CV 0.0 -0.25674193894676733 -0.02686655594176557 -0.20378942071143058 -0.1479057817412226 -0.02686655594176557 0.10735432692761648 -0.20993573493008721 -0.20993573493008721 11.248303834764858 11.248303834764858 59440.448611100204 59440.448611100204 17.089791314084618 17.089791314084618 17.405225717526083 3.105545763720533 1.0503975302855961 0.36820853267151604 62.33667278 33.60073714 0.009840474207380545 21.457070838546752 23.64 23.323526469612123 0.9 """""" """""" """""" """""" 0 False True all False False 0 1.0503975302855961 0.36820853267151604 62.33667278 33.60073714 0.009840474207380545 21.457070838546752 23.64 23.323526469612123 0.9 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.36820853267151604 1.0503975302855961 0.31647353038787784 0.35054207769453016 6.550208685915383 5.91830075208604 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.04584891282498524 0.3186299870584716 -19.316047513325636 18.128909840631515 4713.701646729811 311.6279292730908 267 113 113 74.9951851000078 36 True False 2021kqv 239.2168333333333 78.4636 SNIIn 0.051 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 239.2168333333333 78.4636 TNS 2021kqv ZTF21aaxtije 2021kqv SNIIn 0.051 0.2594614655104053 0.4823783328035631 0.31251992498902226 0.3673295974923576 0.4823783328035631 0.6049721804295984 32.789120666418114 32.789120666418114 42.20606443358969 42.20606443358969 59361.38542820001 59334.22577549983 17.78242171743223 18.10076990883611 17.78242171743223 1.3321182201570914 4.9357289984842385 6.835271969614401 239.20977438 78.46486975 0.001397452816986 14.334411530268193 15.490747755742072 14.730324048089981 0.99 """""" """""" """""" """""" 1 False True all False False 0 1.1997889551113698 1.466158441517162 239.21564366 78.46326946 0.002733414774292342 19.038894306218623 16.804999583673478 20.255835098993778 1.0 False False 0.3 0.7 1.5 0.02 8 3 27.15965270018205 6.835271969614401 4.9357289984842385 0.760423707652091 1.3848556052638854 -2.6100221530940377 -3.0520976693422472 False 0.051 Inputed -19.015629083666237 -18.697280892262356 """""" """""" """"""
-0.14505275643503132 0.2537447729548856 -10.110228043939468 19.2462301892952 5023.997273060868 112.00781801890267 58 37 37 43.01457180036232 37 True True 2021krm 173.85375833333333 55.449041666666666 SNIa 0.072 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 173.85375833333333 55.449041666666666 TNS 2021krm ZTF21aaxswlc 2021krm SNIa 0.072 0.2027952541203959 0.8760416245090887 0.3494185588610179 0.5098301536276395 0.8760416245090887 1.3104118050898066 15.38365773708525 15.38365773708525 27.630914063277068 27.630914063277068 59350.24174770014 59334.20253469981 18.85942503767136 18.982397640493456 18.85942503767136 0.648747357772373 0.46306163684764473 0.7243084424896826 173.8535184759385 55.44918990762705 0.000488795386890617 19.06727943575412 19.42737362434864 19.27516033540666 0.29000000000000004 """""" """""" """""" """""" 0 False True all False False 0 0.46306163684764473 0.7243084424896826 173.8535184759385 55.44918990762705 0.000488795386890617 19.06727943575412 19.42737362434864 19.27516033540666 0.29000000000000004 False False 0.3 0.7 1.5 0.02 8 3 16.039213000331074 0.7243084424896826 0.46306163684764473 0.15221328894197939 1.5641728548720017 0.44497598385518344 0.41573529773529927 False 0.072 Inputed -18.6978846017769 -18.574911998954803 """""" """""" """"""
-0.17196969666421374 0.4248666918888124 -6.402121077881624 18.30728332860838 5929.178461489689 170.5040374675974 17 13 13 27.99103009980172 57 True False 2019gsw 153.69063791666 75.808283 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 153.69063791666 75.808283 TNS 2019gsw ZTF19aavnzti 2019gsw SNIa 0.07 -0.10329785574757722 0.22845565191635586 -0.027956893743454003 0.052294295259969203 0.22845565191635586 0.4271290064615094 4.554734561445501 4.554734561445501 23.43629553835622 23.43629553835622 58640.202673600055 58634.22332180012 17.942858832267085 17.942858832267085 18.147608769752505 1.037404911930117 1.8671282020536182 0.9280105849184033 153.69017907 75.80851494 0.00027290908063515307 15.179463471388816 16.21936124346256 15.52544502699375 0.56 """""" """""" """""" """""" 0 False True all False False 0 1.8671282020536182 0.9280105849184033 153.69017907 75.80851494 0.00027290908063515307 15.179463471388816 16.21936124346256 15.52544502699375 0.56 False False 0.3 0.7 1.5 0.02 8 3 5.9793517999351025 0.9280105849184033 1.8671282020536182 0.6939162164688106 0.49702563749918316 -1.7234975888045234 -2.6221637427587545 False 0.07 Inputed -19.34755718183829 -19.55230711932371 """""" """""" """"""
-0.05653570641806068 0.10359833876988704 -19.07815789859599 17.753929293498057 4603.453121480747 187.76833661798565 58 30 30 73.85302079981193 75 True False 2018fif 2.3606249999999 47.354069 SNII 0.017189 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 2.3606249999999 47.354069 TNS 2018fif ZTF18abokyfk 2018fif SNII 0.017189 0.36578225413752463 0.7770026086464412 0.4606451039294228 0.5606558084726423 0.7770026086464412 1.0167066950159622 35.97868844403117 35.97868844403117 37.87433235578076 37.87433235578076 58367.36002309993 58352.4058681 17.262469598584808 17.365625011097954 17.262469598584808 8.793726881711242 2.8653477492277997 11.147837750219137 2.36455253 47.35565317 0.0014498331260583974 14.269680930399895 14.894288759231568 14.306870897579193 1.0 """""" """""" """""" """""" 5 False True all False False 0 0.9999776651403658 2.5559709807126447 2.3600496 47.35466241 0.005600217906928551 19.60745270590782 16.237453738117217 15.614498908376694 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.954154999926686 11.147837750219137 2.8653477492277997 0.5874178616523746 3.8905706133656683 -2.4713362518663864 -2.9555987010056146 False 0.017189 Inputed -17.155973028895176 -17.05281761638203 """""" """""" """"""
-0.375447462033486 0.18944351964892062 -2.1165426697084873 14.74861588613751 8577.18087659843 600.4824050231755 65 44 44 57.99101860029623 316 True False 2019rki 289.75142083333327 25.059019444444445 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 289.75142083333327 25.059019444444445 TNS 2019rki ZTF19acbiugg 2019rki CV 0.0 -0.5058157437626836 -0.4516849939391818 -0.4926876204754329 -0.4792928025117362 -0.4516849939391818 -0.42295585759740817 5.321899901055611 5.321899901055611 52.66911869924062 52.66911869924062 58757.13718750002 58754.12989579979 13.10926801348344 13.10926801348344 13.949815651278074 38.24914268443211 0.9473442965637852 7.089232953054291 289.7522488 25.06084025 0.021287330318358166 19.227887591743468 20.166574353027343 19.60547752685547 0.11000000000000001 """""" """""" """""" """""" 2 False True all False False 0 0.7 4.419829139343637 289.75271148 25.05864477 0.026335820260892207 20.719920910072325 23.64 23.27 0.5 False False 0.3 0.7 1.5 0.02 8 3 3.0072917002253234 7.089232953054291 0.9473442965637852 0.5610968261718732 7.483269787730198 7.057306339543903 5.655661875577396 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.08382563229742516 0.3822287100672379 -10.63308596791086 19.635601117514828 6150.630150291432 196.97276834968326 23 10 10 24.793043999932706 34 True False 2019uli 105.83724583333331 69.79577777777777 SNIa 0.116 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 105.83724583333331 69.79577777777777 TNS 2019uli ZTF19acnpnqq 2019uli SNIa 0.116 -0.12819259087097734 0.14806622621183863 -0.06467304849565636 0.0024446413609311435 0.14806622621183863 0.30989745246599654 3.8654441370191748 3.8654441370191748 20.92759986291353 20.92759986291353 58790.537419000175 58787.51194440015 19.259875626561787 19.259875626561787 19.261253333464282 1.0138254656615822 1.2076137931837259 0.13273906740640934 105.83713961 69.79577408 0.006520492265109534 20.581981729626655 23.64 21.38221749472618 0.9499999999999998 """""" """""" """""" """""" 0 False True all False False 0 1.2076137931837259 0.13273906740640934 105.83713961 69.79577408 0.006520492265109534 20.581981729626655 23.64 21.38221749472618 0.9499999999999998 False False 0.3 0.7 1.5 0.02 8 3 3.0254746000282466 0.13273906740640934 1.2076137931837259 2.25778250527382 0.10991847572099939 4.380124373438214 2.120964161261899 False 0.116 Inputed -19.351850894513788 -19.353228601416284 """""" """""" """"""
-0.1890257777656415 0.2705360102022045 -8.229160543470693 17.416188361881705 5792.933605044491 82.68997503821154 27 13 13 45.00766200013459 56 True True 2020ddr 216.19743749999998 26.28767777777778 SNIa 0.0375 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 216.19743749999998 26.28767777777778 TNS 2020ddr ZTF20aapadwx 2020ddr SNIa 0.0375 0.007773436225555486 0.8614819215090925 0.18374071393868618 0.3831216284952177 0.8614819215090925 1.4644588016330928 11.659302857733199 11.659302857733199 33.34835914240139 33.34835914240139 58911.42984949984 58898.457638899796 17.039801535926287 17.039801535926287 17.05958451040318 4.698861359943215 2.4912732212161064 2.8852652703653785 216.19676798381698 26.28820882644355 0.0003640577590403593 14.497996079817415 15.622402706683875 14.87081084181428 0.9400000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.4912732212161064 2.8852652703653785 216.19676798381698 26.28820882644355 0.0003640577590403593 14.497996079817415 15.622402706683875 14.87081084181428 0.9400000000000001 False False 0.3 0.7 1.5 0.02 8 3 12.972210600040853 2.8852652703653785 2.4912732212161064 0.7515918648695958 1.1581488717471728 -1.417398829242412 -2.188773668588901 False 0.0375 Inputed -19.06376061497863 -19.083543589455523 """""" """""" """"""
-0.013235429666650072 0.2476435810797466 -15.983127692625681 18.47488498497951 5563.922262403298 116.24313243548073 52 36 36 74.88622690038756 39 True True 2019boh 199.02556208333 26.669309305555 SNII 0.0335 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 199.02556208333 26.669309305555 TNS 2019boh ZTF19aaloqmd 2019boh SNII 0.0335 0.11916603803372183 0.72936757982513 0.2524983495163653 0.39807476972593747 0.72936757982513 1.1205928534592502 105.38809810051698 105.38809810051698 -30.50187120012943 -30.50187120012943 58559.28763889987 58543.37311339984 18.25258419165874 18.31703684054153 18.25258419165874 4.513265742891832 2.491965469763476 6.374527691112089 199.0256852160145 26.66754202554235 0.006282927194866228 17.354665699892642 18.00760521678269 17.63761550220847 0.985 """""" """""" """""" """""" 0 False True all False False 0 2.491965469763476 6.374527691112089 199.0256852160145 26.66754202554235 0.006282927194866228 17.354665699892642 18.00760521678269 17.63761550220847 0.985 False False 0.3 0.7 1.5 0.02 8 3 15.91452550003305 6.374527691112089 2.491965469763476 0.3699897145742206 2.5580321109815074 -0.30943162375884015 -0.6149686894502722 False 0.0335 Inputed -17.62370579148624 -17.559253142603453 """""" """""" """"""
-0.024799777628432718 0.22107518735928067 -16.074802835724025 19.063360352717496 5864.323113095308 149.16064262441836 56 38 38 73.92821760009974 61 True True 2019eju 213.52199458333 13.92004875 SNII 0.0785 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 213.52199458333 13.92004875 TNS 2019eju ZTF19aatlqdf 2019eju SNII 0.0785 0.00233118112112507 0.422624566027082 0.09671734050381886 0.19798314855920296 0.422624566027082 0.6793997053342586 59.707961509890126 59.707961509890126 14.220256090209617 14.220256090209617 58616.23253470007 58601.30726849986 18.525428863178284 18.525428863178284 18.6274609425104 2.6445728338801313 2.1531565471070975 1.972756370430145 213.5217227450105 13.9195684677136 0.00446839004200672 18.31441082108259 18.94907205866337 18.599387189251186 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.1531565471070975 1.972756370430145 213.5217227450105 13.9195684677136 0.00446839004200672 18.31441082108259 18.94907205866337 18.599387189251186 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 14.9252662002109 1.972756370430145 2.1531565471070975 0.349684869412183 0.9162159495930142 0.42364319548508433 -0.02807375325921413 False 0.0785 Inputed -19.12065790586485 -19.222689985196965 """""" """""" """"""
-0.15783462787891597 0.30272363533088037 -8.66563426348975 18.793140525902654 4434.630514421308 117.48848474952598 27 9 9 21.064340299926698 59 True True 2019kdf 245.60518958333 44.785683805555 SNIa 0.0715 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 245.60518958333 44.785683805555 TNS 2019kdf ZTF19abaukyt 2019kdf SNIa 0.0715 0.38236214605504415 1.0897673100908918 0.5378807657284383 0.7069809981324369 1.0897673100908918 1.5392574047381231 10.923132433880143 10.923132433880143 10.141207866046555 10.141207866046555 58672.2167014 58660.19873839989 18.58368082649312 18.751719300981712 18.58368082649312 3.4694326228956287 1.2890458637577842 0.6206374290976502 245.6049497993215 44.78565626921395 0.00015669488477099147 15.429107027168573 16.718655021748244 15.84572287991643 0.6 """""" """""" """""" """""" 0 False True all False False 0 1.2890458637577842 0.6206374290976502 245.6049497993215 44.78565626921395 0.00015669488477099147 15.429107027168573 16.718655021748244 15.84572287991643 0.6 False False 0.3 0.7 1.5 0.02 8 3 12.017963000107557 0.6206374290976502 1.2890458637577842 0.8729321418318143 0.4814704011293968 -2.033064279233468 -2.737957946576689 False 0.0715 Inputed -18.958254147378238 -18.790215672889644 """""" """""" """"""
-0.13747028691403684 0.5352899221537906 -29.677081946939985 15.573484702109624 7233.343498709773 264.9816730968505 22 15 15 28.982974500395358 63 True True 2019grq 243.18391666666 6.1131720277777 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 243.18391666666 6.1131720277777 TNS 2019grq ZTF19aawolyt 2019grq CV 0.0 -0.24782581042102336 -0.06973879568343122 -0.20607189353640365 -0.16251132312249794 -0.06973879568343122 0.030962227666638142 -25.131032161726424 -25.131032161726424 54.11400666212178 54.11400666212178 58636.272187499795 58636.272187499795 16.265807487784805 16.265807487784805 16.62995804701057 18.681693236661435 1.0715700946397486 7.188096080420455 243.18317092774151 6.1113181230407 0.020560846884680628 19.12397207139373 20.616770149872302 19.59566642938614 0.9649999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.0715700946397486 7.188096080420455 243.18317092774151 6.1113181230407 0.020560846884680628 19.12397207139373 20.616770149872302 19.59566642938614 0.9649999999999999 False False 0.3 0.7 1.5 0.02 8 3 0.0 7.188096080420455 1.0715700946397486 1.0211037204861633 6.708003626059593 4.350962662087497 2.965708382375567 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.1139503687247612 0.46183980238799177 -31.022845877002933 16.661544151671755 3364.1710567435753 424.37106439892096 25 25 25 52.002257000189275 42 True True 2020xvf 167.85466666666665 28.535911111111112 SNIa 0.03055 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 167.85466666666665 28.535911111111112 TNS 2020xvf ZTF20achoqvb 2020xvf SNIa 0.03055 0.9365703648792518 1.162389621711661 0.9911505401825806 1.0469644912067153 1.162389621711661 1.283042901596847 -24.20442112811972 -24.20442112811972 76.206678128309 76.206678128309 59142.536041699816 59142.49721059995 17.363685736925266 18.34629928952658 17.363685736925266 3.672252968057611 2.4821972451523884 5.632385114570401 167.8542728567555 28.537436931644798 0.0013093188795484378 15.484453092522621 16.446464056375028 15.811707177120446 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.4821972451523884 5.632385114570401 167.8542728567555 28.537436931644798 0.0013093188795484378 15.484453092522621 16.446464056375028 15.811707177120446 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 0.03883109986782074 5.632385114570401 2.4821972451523884 0.6347568792545815 2.2691126281644936 -1.8998352331515527 -1.5519785598048195 False 0.03055 Inputed -18.310857195545456 -17.32824364294414 """""" """""" """"""
-0.15330348460401372 0.3276151883714188 -9.931864821558408 17.440702406483656 5305.0229976662895 204.4516854397651 14 5 5 19.020324100274593 52 True True 2019ekq 144.38522166666 14.643242305555 SNIa 0.0396 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 144.38522166666 14.643242305555 TNS 2019ekq ZTF19aatgaiq 2019ekq SNIa 0.0396 0.05931662893451417 0.36712006081509685 0.13053403932818597 0.2054780275685495 0.36712006081509685 0.5454478135875291 16.367586484534428 16.367586484534428 2.6527376157401665 2.6527376157401665 58617.233356500044 58598.21303239977 17.208200592197795 17.345072810679145 17.208200592197795 0.45171452881055485 2.2131697987288583 0.8938523870373127 144.3854397753295 14.6433731409172 0.0003699702392224724 15.158723320724963 16.159908102071284 15.492803329052926 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.2131697987288583 0.8938523870373127 144.3854397753295 14.6433731409172 0.0003699702392224724 15.158723320724963 16.159908102071284 15.492803329052926 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 19.020324100274593 0.8938523870373127 2.2131697987288583 0.6671047730183588 0.40387881108385804 -1.1851647086078607 -1.7153972631448688 False 0.0396 Inputed -19.034570232532452 -18.8976980140511 """""" """""" """"""
-0.18717653925502092 0.22462666537579717 -4.831025911501815 18.983581101996503 5646.272103457775 64.87888989596652 40 27 27 39.79283559974283 52 True True 2020axo 172.0001583333333 16.607430555555556 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 172.0001583333333 16.607430555555556 TNS 2020axo ZTF20aahggbm 2020axo SNIa 0.1 0.008574822508396807 1.1770058120759685 0.23699406166671722 0.5044617493263353 1.1770058120759685 2.075564221048907 12.145547360972568 12.145547360972568 27.647288238770262 27.647288238770262 58880.43932869984 58871.44086810015 18.5794667335811 18.5794667335811 18.621505389184193 1.842699929545536 0.7712779972670641 0.3796331150867035 172.00005195111152 16.607403578163698 0.00041779400545527423 18.068521602463722 19.059416818033455 18.403956476955415 0.8550000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.7712779972670641 0.3796331150867035 172.00005195111152 16.607403578163698 0.00041779400545527423 18.068521602463722 19.059416818033455 18.403956476955415 0.8550000000000001 False False 0.3 0.7 1.5 0.02 8 3 8.99846059968695 0.3796331150867035 0.7712779972670641 0.6554603410780402 0.4922130754823686 0.479950084452355 -0.2175489122287786 False 0.1 Inputed -19.662236709286734 -19.704275364889828 """""" """""" """"""
-0.15676284121729422 0.4140709234483839 -11.323678724124182 18.15637513222461 6353.422401380597 259.62905542359505 28 13 13 9.103750000242144 66 True False 2019gsu 293.82598208333 59.830576888888 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 293.82598208333 59.830576888888 TNS 2019gsu ZTF19aawpgwv 2019gsu CV 0.0 -0.1790609090344617 0.015720587120288343 -0.13340014758144392 -0.08575820939591594 0.015720587120288343 0.12588864670053113 -5.584248434156081 -5.584248434156081 14.687998434398224 14.687998434398224 58636.44096060004 58636.32606479991 17.888244751762638 17.888244751762638 18.066472908365874 2.605802200821933 0.6847291832171789 0.14315223204332686 293.82590773 59.83056329 0.0187090064542218 23.460326309752464 22.950613113355637 23.086606942558287 0.0 """""" """""" """""" """""" 0 False True all False False 0 0.6847291832171789 0.14315223204332686 293.82590773 59.83056329 0.0187090064542218 23.460326309752464 22.950613113355637 23.086606942558287 0.0 False False 0.3 0.7 1.5 0.02 8 3 0.11489580012857914 0.14315223204332686 0.6847291832171789 -0.13599382920265057 0.20906401472583733 5.062368361592998 5.020134034192413 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.13326815568090342 0.3515363755354689 -5.607525301022137 19.566758266003127 5503.173556038528 105.2230555199672 97 57 57 43.04072909988463 44 True True 2021kro 195.81032083333332 51.41863333333333 SNIa 0.12 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 195.81032083333332 51.41863333333333 TNS 2021kro ZTF21aaxsuik 2021kro SNIa 0.12 0.014732258186853642 0.6529610963147192 0.151852963505398 0.3032006908605922 0.6529610963147192 1.0737723133943504 13.238201367091992 13.238201367091992 29.802527732792637 29.802527732792637 59345.199803200085 59334.19872689992 19.271871450242045 19.320238143161355 19.271871450242045 0.5870608695047168 1.563999542226893 0.0950947308328928 195.8103484997485 51.418613331326654 0.002134147567371847 18.43131394463137 19.758819220330416 18.824911197824775 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.563999542226893 0.0950947308328928 195.8103484997485 51.418613331326654 0.002134147567371847 18.43131394463137 19.758819220330416 18.824911197824775 0.99 False False 0.3 0.7 1.5 0.02 8 3 11.001076300162822 0.0950947308328928 1.563999542226893 0.9339080225056406 0.0608022753622374 0.4385810771690615 -0.44696025241727 False 0.12 Inputed -19.41657187551247 -19.36820518259316 """""" """""" """"""
-0.10535430466820596 0.3763656163082266 -5.669654767803884 19.24961503830354 5888.4959132820695 133.07784515340347 48 29 29 42.89856480015442 31 True False 2021kqt 191.77380416666665 71.33063888888888 SNIa 0.107 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 191.77380416666665 71.33063888888888 TNS 2021kqt ZTF21aaxtjvm 2021kqt SNIa 0.107 -0.08834577575802527 0.3577910909944393 0.01032420838526349 0.11723705022426145 0.3577910909944393 0.6375942710814542 11.54867972102624 11.54867972102624 31.34988507912818 31.34988507912818 59336.264872699976 59328.32185189985 18.927315488259875 18.927315488259875 19.019917544083366 0.5311741542248704 0.7 6.99177009943231 191.77208856 71.328776 0.2658237890523749 22.81 26.861652514374256 21.673457338541745 0.75 """""" """""" """""" """""" 0 False True all False False 0 0.7 6.99177009943231 191.77208856 71.328776 0.2658237890523749 22.81 26.861652514374256 21.673457338541745 0.75 False False 0.3 0.7 1.5 0.02 8 3 7.943020800128579 0.0 0.0 0.0 0.0 4.712684511740125 4.250082455916633 True 0.107 Inputed -19.413873443346105 -19.506475499169596 """""" """""" """"""
-0.1813545378039088 0.2487000654873066 -9.018547601759575 17.95321880981063 5826.590909326411 118.01520989869599 57 28 28 43.95174770010635 58 True True 2019wvr 57.65412499999999 36.49326666666667 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 57.65412499999999 36.49326666666667 TNS 2019wvr ZTF19acyogvo 2019wvr SNIa 0.05 -0.031036527127930924 0.5066955942382414 0.08625451214999558 0.21447583784337354 0.5066955942382414 0.8521410370539115 11.690537566679811 11.690537566679811 32.261210133426545 32.261210133426545 58846.21868060017 58833.182453699876 17.4379736072901 17.4379736072901 17.60021791197056 1.5399602308915215 3.155678637809982 5.781760123749797 57.652864970249496 36.49451297475555 0.0019295940313802662 15.650261787090303 16.4579125007534 15.963907628097534 0.76 """""" """""" """""" """""" 0 False True all False False 0 3.155678637809982 5.781760123749797 57.652864970249496 36.49451297475555 0.0019295940313802662 15.650261787090303 16.4579125007534 15.963907628097534 0.76 False False 0.3 0.7 1.5 0.02 8 3 13.036226900294423 5.781760123749797 3.155678637809982 0.4940048726558679 1.8321764626078327 -0.9800611065366986 -1.6363102838730263 False 0.05 Inputed -19.154320719204716 -19.316565023885175 """""" """""" """"""
-0.15516598992684777 0.33509536855247335 -7.776232073148059 19.13831073536771 5723.349715947133 170.45963394757982 31 15 15 28.86554400017485 46 True True 2019lal 241.89495958333 48.0348255 SNIa 0.079 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 241.89495958333 48.0348255 TNS 2019lal ZTF19abggnnp 2019lal SNIa 0.079 -0.048006571769469986 0.29933725694828084 0.03096744383589467 0.11502407446909402 0.29933725694828084 0.5069367420895645 12.154751398249935 12.154751398249935 16.710792601924915 16.710792601924915 58688.206412000116 58675.321689799894 18.801245154528573 18.801245154528573 18.919669784523883 0.728310898560316 2.5049161186490645 5.27849351448978 241.89572768515347 48.03619885068075 0.005211548202530891 17.38704603440285 17.918763422358037 17.62479642407179 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.5049161186490645 5.27849351448978 241.89572768515347 48.03619885068075 0.005211548202530891 17.38704603440285 17.918763422358037 17.62479642407179 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 12.884722200222313 5.27849351448978 2.5049161186490645 0.2939669982862476 2.107253602302876 -0.882481732170536 -1.294873360452094 False 0.079 Inputed -18.842474378687612 -18.960899008682922 """""" """""" """"""
-0.15740532437817795 0.1899193340509137 -8.653872957475901 18.051150297582353 3736.979850910212 163.1777660665249 42 28 28 57.97165510011837 33 True False 2019yzi 45.38291666666666 16.681369444444446 SNIa 0.031388 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 45.38291666666666 16.681369444444446 TNS 2019yzi ZTF19adbpulv 2019yzi SNIa 0.031388 0.6664101098835573 1.2275444137231588 0.7946268207566298 0.9306223886279952 1.2275444137231588 1.5606064765000873 14.855186528014569 14.855186528014569 43.1164685721038 43.1164685721038 58859.17025459977 58846.214560199995 17.541373387271236 18.198270463907555 17.541373387271236 2.3390059793653566 3.5358413057334195 5.09399266543582 45.3841255 16.68218268 0.0006854308862417335 14.239763321447372 14.981406694984436 14.488903583717347 0.99 """""" """""" """""" """""" 0 False True all False False 0 3.5358413057334195 5.09399266543582 45.3841255 16.68218268 0.0006854308862417335 14.239763321447372 14.981406694984436 14.488903583717347 0.99 False False 0.3 0.7 1.5 0.02 8 3 12.955694399774075 5.09399266543582 3.5358413057334195 0.492503111267089 1.4406734423221526 -3.216863768923119 -3.0524698035538886 False 0.031388 Inputed -18.192381429717262 -17.535484353080943 """""" """""" """"""
-0.1422852926501536 0.2865892012637171 -5.0826792198332615 16.860500903747514 5861.784480153984 126.17909452296212 66 62 62 65.90586810000241 34 True False 2019wwa 193.20066666666665 80.32358888888888 SNIa 0.033 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 193.20066666666665 80.32358888888888 TNS 2019wwa ZTF19acyiqnw 2019wwa SNIa 0.033 -0.08553940038728314 0.390301106796219 0.019008966710416075 0.1327718064158958 0.390301106796219 0.6921269927824909 8.703403290198887 8.703403290198887 57.20246480980352 57.20246480980352 58838.46784720011 58833.464861100074 16.28315007559053 16.28315007559053 16.577996162186974 16.28084225157599 2.9437286615706153 4.881445580837526 193.20837062 80.32399126 0.00048077486165565286 14.116785971438885 15.168402057695388 14.474715051579475 0.85 """""" """""" """""" """""" 0 False True all False False 0 2.9437286615706153 4.881445580837526 193.20837062 80.32399126 0.00048077486165565286 14.116785971438885 15.168402057695388 14.474715051579475 0.85 False False 0.3 0.7 1.5 0.02 8 3 5.002986100036651 4.881445580837526 2.9437286615706153 0.6936870061159137 1.6582525572289155 -1.1147480178951419 -2.103281110607499 False 0.033 Inputed -19.265372651726505 -19.56021873832295 """""" """""" """"""
-0.006197560390861287 0.22397392297190188 -21.338267538635613 18.907082493844975 3921.4120499136284 281.0570610755551 102 55 55 74.90039349999279 69 True True 2020tab 327.9408875 11.5787 SNII 0.02851 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 327.9408875 11.5787 TNS 2020tab ZTF20abyzoof 2020tab SNII 0.02851 0.6156861057174616 0.9180169432260605 0.687419775099503 0.7616709601543228 0.9180169432260605 1.0853325041116442 292.9578093818068 292.9578093818068 -218.057415881814 -218.057415881814 59179.10250000004 59106.228136599995 18.691588751775853 18.71488185688025 18.691588751775853 1.0725787758789556 3.3025363663371983 26.92808505944658 327.934013326247 11.5754442901809 0.009762582429629019 14.695420117104053 16.179302960357667 15.069728780241013 0.9949999999999999 """""" """""" """""" """""" 18 False True all False False 0 0.7 3.8138911447056003 327.9399684161445 11.57814172416305 0.24243759323703773 24.149820476698874 22.136457991399766 20.719227913503644 0.3625 False False 0.3 0.7 1.5 0.02 8 3 72.87436340004206 26.92808505944658 3.3025363663371983 1.1095741801166543 8.153758830311437 -2.5355788965225834 -3.6218599715348407 False 0.02851 Inputed -16.831785475000576 -16.80849236989618 """""" """""" """"""
-0.2024776355191169 0.22406887066433664 -6.153222414394397 17.45817137607809 5458.290116164956 159.9791548764542 108 69 69 72.81138890003785 67 True False 2019eiy 265.22431124999 38.735407194444 SNIa 0.041028 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 265.22431124999 38.735407194444 TNS 2019eiy ZTF19aatgwhs 2019eiy SNIa 0.041028 0.005657613269772099 0.3947433170028276 0.0936758655278993 0.1876650100983639 0.3947433170028276 0.6294164098310162 12.272741309205955 12.272741309205955 60.5386475908319 60.5386475908319 58616.46989580011 58605.43142359983 16.87135694726266 16.87135694726266 17.133082637625254 8.284382611218161 4.078927166897646 16.622958478644353 265.22847989 38.73212893 0.002131904413323449 13.750536729097366 14.717943083119392 14.13953513008356 0.95 """""" """""" """""" """""" 5 False True all False False 0 0.9171748092431603 5.792380919630668 265.22225088 38.73548363 0.01909040405735163 19.579857464063167 22.360081066179276 21.324962920749186 0.9624999999999999 False False 0.3 0.7 1.5 0.02 8 3 11.038472200278193 16.622958478644353 4.078927166897646 0.5784079530358319 4.075326133191894 -2.1534138641432694 -2.9935475075416935 False 0.041028 Inputed -19.187362864989947 -19.44908855535254 """""" """""" """"""
-0.0017218074147794943 0.9377230803771003 -6.208184732971217 17.595305853003 5380.089121336622 135.0202388333519 158 109 109 74.96428239997476 31 True True 2020ovk 358.57388333333324 26.32671111111111 SNII 0.025 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 358.57388333333324 26.32671111111111 TNS 2020ovk ZTF20ablklei 2020ovk SNII 0.025 0.03589999580546532 0.5191089040313557 0.14329029682341954 0.2592823000144051 0.5191089040313557 0.8197910143530187 40.260228530473604 40.260228530473604 34.70405386950116 34.70405386950116 59052.48581020022 59043.362222199794 17.437156796120764 17.437156796120764 17.50449073328558 7.262135512157568 4.938907939505441 15.76273907114856 358.574247118984 26.331077493311753 0.004122659305474841 14.60767788478613 15.496178518714906 14.917366720659732 1.0 """""" """""" """""" """""" 2 False True all False False 0 0.7 6.022940053370831 358.57252124842796 26.3255671401918 0.09192829381628131 21.65251625440359 23.68997211821556 23.090418417942523 0.11249999999999999 False False 0.3 0.7 1.5 0.02 8 3 9.123588000424206 15.76273907114856 4.938907939505441 0.5788117980551739 3.191543406805628 -1.9409782774058577 -2.5871240126258463 False 0.025 Inputed -17.731694037622162 -17.799027974786977 """""" """""" """"""
-0.20928802143697375 0.3077874679860733 -6.739145692405557 18.644633208909504 5303.005080246711 118.08257060123238 26 12 12 28.877569500356913 63 True False 2021bzm 116.39012916666665 -3.5468166666666665 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 116.39012916666665 -3.5468166666666665 TNS 2021bzm ZTF21aagofnn 2021bzm SNIa 0.06 0.07196697820797127 0.6518156398818995 0.1987954257597906 0.3371869403467471 0.6518156398818995 1.0228103147370753 2.889342540648763 2.889342540648763 25.98822695970815 25.98822695970815 59255.27267359989 59251.27444439987 18.30647938708486 18.341486406136323 18.30647938708486 1.6944385980007592 4.040736467271166 3.528330417917842 116.39054028 -3.54770673 0.0010284528036365037 14.743136629891396 15.921550105953216 15.136381933760642 0.95 """""" """""" """""" """""" 0 False True all False False 0 4.040736467271166 3.528330417917842 116.39054028 -3.54770673 0.0010284528036365037 14.743136629891396 15.921550105953216 15.136381933760642 0.95 False False 0.3 0.7 1.5 0.02 8 3 3.9982292000204325 3.528330417917842 4.040736467271166 0.7851681721925736 0.873189936165432 -2.4199363001831067 -3.1700974533242174 False 0.06 Inputed -18.84902159411294 -18.814014575061478 """""" """""" """"""
-0.17164061681320608 0.19176910758481983 -9.518430531036277 18.279440919165165 5318.447083856889 99.91289245774185 25 25 25 57.99221060005948 59 True True 2019ppc 118.30007791666 16.606986444444 SNIa 0.05418 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 118.30007791666 16.606986444444 TNS 2019ppc ZTF19abxvjkn 2019ppc SNIa 0.05418 0.12345765677196141 0.8566516233242965 0.28019150757761224 0.4537177325121533 0.8566516233242965 1.3446919644298774 6.138886273657956 6.138886273657956 51.85332432640152 51.85332432640152 58739.5244907001 58733.48880789988 17.75066029176233 17.75066029176233 17.87361298236667 4.137493606749712 6.057320138571148 13.866446647826201 118.2979742487785 16.6037043273624 0.009541380029576163 15.742474322395324 16.755563720436097 16.056606475634574 0.975 """""" """""" """""" """""" 2 False True all False False 0 0.7 3.4370347711121116 118.299681218671 16.6061106604166 0.0982808962407441 23.08874082912445 22.581596650013925 22.47352550687313 0.15 False False 0.3 0.7 1.5 0.02 8 3 6.0356828002259135 13.866446647826201 6.057320138571148 0.6989572448015231 2.289204851420836 -0.9950965713262327 -1.8170065067320955 False 0.05418 Inputed -19.05739946201355 -19.18035215261789 """""" """""" """"""
-0.1233184574629376 0.3066918255564366 -4.592420518637924 19.15071517447682 5783.3203850336195 204.42027319387 24 9 9 15.974328699987382 63 True True 2020dfz 249.46552499999999 24.883066666666668 SNIa 0.103 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 249.46552499999999 24.883066666666668 TNS 2020dfz ZTF18abifioh 2020dfz SNIa 0.103 -0.09100941778702776 0.1827340608625434 -0.027831930895306556 0.038761743537243376 0.1827340608625434 0.34201976418918534 12.954397128229445 12.954397128229445 3.0199315717579367 3.0199315717579367 58906.5247105998 58898.5621181 18.699467185146283 18.699467185146283 18.71478358654407 3.036360338402937 0.931920988689675 0.10639953564126832 249.4655551041055 24.883055365572197 0.0002552571387101077 16.99509672763586 18.206330269134043 17.32648419184327 0.8950000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.931920988689675 0.10639953564126832 249.4655551041055 24.883055365572197 0.0002552571387101077 16.99509672763586 18.206330269134043 17.32648419184327 0.8950000000000001 False False 0.3 0.7 1.5 0.02 8 3 7.962592499796301 0.10639953564126832 0.931920988689675 0.8798460772907717 0.11417227096781145 -0.4931369160122401 -1.3882993947007982 False 0.103 Inputed -19.63449296383876 -19.649809365236546 """""" """""" """"""
-0.09676464516778041 0.34893630439706624 -7.647634562779986 18.289787494287268 5310.417464155978 120.3908024135117 35 19 19 35.89613420004025 107 True False 2021pie 297.1489375 -12.818261111111111 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 297.1489375 -12.818261111111111 TNS 2021pie ZTF21abdonkp 2021pie SNIa 0.07 0.07922658578352326 0.6489146351476798 0.2041731769926578 0.34027280975076124 0.6489146351476798 1.011716429370452 16.18992811474113 16.18992811474113 19.706206085299122 19.706206085299122 59378.398310199846 59365.44143520016 18.050732109348736 18.08891111094692 18.050732109348736 0.5792926201112798 0.9699114816080306 8.814426030437694 297.14791759 -12.8204985 0.08371725049753198 20.528221598863603 22.826806513500213 20.970614877653123 0.6625 """""" """""" """""" """""" 1 False True all False False 0 1.4432190460410044 2.781529466195928 297.14963854 -12.81790095 0.0003384605083803782 15.355114519453048 15.860460211181639 15.499378731155396 0.0 False False 0.3 0.7 1.5 0.02 8 3 12.95687499968335 0.0 0.0 0.0 0.0 5.55108888905308 5.219267890651263 True 0.07 Inputed -19.44443384224206 -19.406254840643875 """""" """""" """"""
-0.06408298183613474 0.4215366869317929 -5.882030200153847 18.398219008598836 5933.7202225830515 188.20587405797806 82 45 45 74.84945599967614 42 True True 2020qpo 259.17231666666663 57.90343333333333 SNIIn 0.053 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 259.17231666666663 57.90343333333333 TNS 2020qpo ZTF20abonvte 2020qpo SNIIn 0.053 -0.11204763469945789 0.18269088138541179 -0.0445191907859126 0.026999350848001313 0.18269088138541179 0.3564490442735746 33.46494093748202 33.46494093748202 41.38451506219412 41.38451506219412 59079.17348380014 59053.30666670017 18.099481710832293 18.099481710832293 18.242548963313865 0.32572390139330337 2.545805218023002 5.629718434486892 259.174463321377 57.9023635434246 0.00724164788339543 17.71040770556033 18.178668964307306 17.876123011645078 0.975 """""" """""" """""" """""" 1 False True all False False 0 0.7 4.9137100737982395 259.174586105616 57.9027938980487 0.08774031025518225 22.09045738257885 22.6479232791996 22.53584084574461 0.13333333333333333 False False 0.3 0.7 1.5 0.02 8 3 25.86681709997356 5.629718434486892 2.545805218023002 0.3025459526622285 2.211370451529975 0.07918725347501265 -0.3664259516687878 False 0.053 Inputed -18.640049110820684 -18.783116363302256 """""" """""" """"""
-0.02754948156776811 0.3412321953372372 -19.811575976782173 19.453031251663013 4413.5019287676805 190.47729432797473 23 19 19 71.85753480019048 43 True True 2019yuf 173.39878125 10.980871111111 SNIc 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 173.39878125 10.980871111111 TNS 2019yuf ZTF19acxpqgh 2019yuf SNIc 0.1 0.4447778518426091 0.8675392265464872 0.5424847225158587 0.6453670706593364 0.8675392265464872 1.1131757975688288 28.131766535075833 28.131766535075833 43.725768265114645 43.725768265114645 58837.460787000135 58828.54511569999 19.181215705941334 19.535591612446996 19.181215705941334 0.8050219819177684 0.6434434800655907 0.19242489415457112 173.3987585632325 10.980822520650399 0.001485702570563574 20.26409228779316 21.248722438004016 20.647762746797802 0.5999999999999999 """""" """""" """""" """""" 0 False True all False False 0 0.6434434800655907 0.19242489415457112 173.3987585632325 10.980822520650399 0.001485702570563574 20.26409228779316 21.248722438004016 20.647762746797802 0.5999999999999999 False False 0.3 0.7 1.5 0.02 8 3 8.915671300143003 0.19242489415457112 0.6434434800655907 0.6009596912062136 0.2990548511501832 1.7131308255570197 1.4665470408564687 False 0.1 Inputed -19.102526392529594 -18.74815048602393 """""" """""" """"""
-0.17397271860634744 0.2364504455648781 -9.36266793691663 18.409138186249255 5290.007649898031 210.51606921115837 91 49 49 72.91880790004507 33 True True 2020skp 20.69455833333333 10.031350000000002 SNIa 0.0595 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 20.69455833333333 10.031350000000002 TNS 2020skp ZTF20abygigy 2020skp SNIa 0.0595 0.05751753097412404 0.35517792127282277 0.12653986975280063 0.1990699338266282 0.35517792127282277 0.5269403773070209 14.950562724088389 14.950562724088389 57.96824517595668 57.96824517595668 59107.38803240005 59091.36355319992 17.895346605311026 17.895346605311026 17.958009755081182 2.378656811633118 1.8720293628619111 2.0964469210852865 20.694581869696 10.0319318849882 0.0013577117314595988 17.00471581888795 17.819526325705052 17.392757437975405 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.8720293628619111 2.0964469210852865 20.694581869696 10.0319318849882 0.0013577117314595988 17.00471581888795 17.819526325705052 17.392757437975405 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.02447920013219 2.0964469210852865 1.8720293628619111 0.42676888772964716 1.1198792939231954 -0.07582027960597415 -0.5652523171057773 False 0.0595 Inputed -19.179069988171534 -19.24173313794169 """""" """""" """"""
-0.11425932359914859 0.29795581111458025 -10.385063376634188 18.477931956444344 5821.345419125056 79.94709880719122 22 21 21 51.02362259989604 43 True True 2019kjz 19.686397916666 9.2060783888888 SNIa 0.073 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 19.686397916666 9.2060783888888 TNS 2019kjz ZTF19abdkecj 2019kjz SNIa 0.073 0.04301941325617875 0.9567574272587436 0.23035378595285394 0.4433125244885794 0.9567574272587436 1.6081479265919754 12.18073344773864 12.18073344773864 38.842889152157404 38.842889152157404 58667.44494209997 58655.4761806 18.13906997919432 18.13906997919432 18.172015573992184 3.1466857211892054 4.530388540764655 17.64806424741374 19.6815493634452 9.205017666763439 0.015590207408917256 16.196476536040308 17.081041582193375 16.56307001852274 1.0 """""" """""" """""" """""" 3 False True all False False 0 0.6784997962351443 14.211652944339429 19.68686796 9.20215807 0.6631716503684946 22.63954651571512 24.623359749960898 23.94693788638115 0.3 False False 0.3 0.7 1.5 0.02 8 3 11.968761499971151 17.64806424741374 4.530388540764655 0.5179715636706348 3.895485804057556 -1.058028397000946 -1.6089455554694432 False 0.073 Inputed -19.415729752503236 -19.448675347301098 """""" """""" """"""
-0.12143802169221421 0.32886854171149016 -13.345178824956323 18.364319924072795 5213.785090188729 113.00175295664769 24 15 15 46.903287099674344 36 True True 2018jpk 24.0606275 16.7013855 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 24.0606275 16.7013855 TNS 2018jpk ZTF18acslbve 2018jpk SNIa 0.05 0.18836032183787665 0.848546999146297 0.3322728784631934 0.489628236524311 0.848546999146297 1.27376533555395 14.753319710719001 14.753319710719001 32.149967388955346 32.149967388955346 58475.15043980023 58456.20967590017 18.10740544954355 18.168712896490142 18.10740544954355 2.9835116641232706 1.7353591649146838 0.5269407119582079 24.0606346328674 16.7012392871091 0.0028121267862216692 18.492394257512093 19.13156452899456 18.76283091576576 0.9799999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.7353591649146838 0.5269407119582079 24.0606346328674 16.7012392871091 0.0028121267862216692 18.492394257512093 19.13156452899456 18.76283091576576 0.9799999999999999 False False 0.3 0.7 1.5 0.02 8 3 18.94076390005648 0.5269407119582079 1.7353591649146838 0.36873361322879816 0.30364936700819173 0.9628516325044174 0.6554254662222121 False 0.05 Inputed -18.647133181631727 -18.585825734685134 """""" """""" """"""
-0.16114189639709886 0.2008327801355581 -6.637410237764086 18.720428080899822 5812.0528479338345 103.74524246004741 41 27 27 45.89498840039596 167 True True 2020oyd 301.1242874999999 9.333419444444445 SNIa 0.075 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 301.1242874999999 9.333419444444445 TNS 2020oyd ZTF20abkrwdu 2020oyd SNIa 0.075 -0.04411492635104253 0.5767036783877515 0.08873571088213694 0.23575016496565837 0.5767036783877515 0.9885709791411301 12.323954015243935 12.323954015243935 33.571034385152025 33.571034385152025 59050.35756940022 59041.358124999795 18.17849642490687 18.17849642490687 18.293578685928665 1.4415225847722406 3.949349916714758 5.51798442302348 301.125272789934 9.332234484941896 0.0017314218998722986 15.19586348601818 16.11808162811279 15.473909939699173 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 2.118520868210505 3.1030571501149384 301.12350198364504 9.333796498388045 0.004782875899365657 18.132399593820573 19.059942634267806 18.435166210856437 0.52 False False 0.3 0.7 1.5 0.02 8 3 8.999444400426 5.51798442302348 3.949349916714758 0.6441716884136177 1.3971880282549338 -2.060414796794081 -2.8196687462294925 False 0.075 Inputed -19.3538227374248 -19.468904998446593 """""" """""" """"""
-0.0032716449847258276 0.5099186489112776 -6.164570711232333 17.20056576265542 5301.113544663088 179.58875332362044 84 55 55 74.93076390028 72 True True 2021uux 240.00344999999996 50.80158333333333 SNII 0.032 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 240.00344999999996 50.80158333333333 TNS 2021uux ZTF21abptxfk 2021uux SNII 0.032 0.040276935939726144 0.39083430910051575 0.12049705815331535 0.20552221133476323 0.39083430910051575 0.5980025094802102 206.7112811349544 206.7112811349544 -131.7805172346744 -131.7805172346744 59434.23768519983 59427.22282409994 16.98576725138145 16.98576725138145 17.056622655335616 7.347727084125822 0.6839221269783594 2.5281881060939484 240.00412559 50.80102577 0.005363105946853186 19.869816991949083 23.64 23.325881539791823 0.95 """""" """""" """""" """""" 0 False True all False False 0 0.6839221269783594 2.5281881060939484 240.00412559 50.80102577 0.005363105946853186 19.869816991949083 23.64 23.325881539791823 0.95 False False 0.3 0.7 1.5 0.02 8 3 7.014861099887639 2.5281881060939484 0.6839221269783594 0.3141184602081779 3.6966022977846205 6.654232748618551 6.269258884456207 False 0.032 Inputed -18.719391694651897 -18.790247098606063 """""" """""" """"""
-0.15052584431569033 0.5274520902069175 -5.910483017065377 15.261809198985281 4406.465184041563 71.23492984749046 33 14 14 20.031111100222915 88 True True 2021pkz 193.82174999999998 2.897311111111111 SNIa 0.009316 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 193.82174999999998 2.897311111111111 TNS 2021pkz ZTF21abfmbix 2021pkz SNIa 0.009316 0.4098644291566167 1.7348352979749393 0.6776578864997482 0.9845407268200823 1.7348352979749393 2.70585778876006 14.308503316398186 14.308503316398186 5.72260778382473 5.72260778382473 59392.18785879994 59376.218622699846 15.17167007366406 15.453691454400122 15.17167007366406 8.122885643364288 7.702196329927434 25.657224755291473 193.8146417518555 2.8966817467466752 0.0020882906792164535 12.459745641036033 13.596811685843468 12.785130989389419 0.9249999999999999 """""" """""" """""" """""" 17 True True all False False 0 2.038452913069385 10.744196650012313 193.81876226 2.89725237 0.0005504626268713064 13.223210311293602 14.087126342201232 13.452550904214382 0.5900000000000001 False False 0.3 0.7 1.5 0.02 8 3 15.96923610009253 25.657224755291473 7.702196329927434 0.811680696454049 3.3311569396898513 -1.856879768556654 -2.3865390842746415 False 0.009316 Inputed -17.912253670268555 -17.630232289532493 """""" """""" """"""
-0.014065566946562075 0.5490070654913614 -25.983546008219534 17.835735042701792 5345.35449017149 176.3914636635953 34 19 19 72.87444449961185 98 True True 2020djn 256.09708291666 28.462911 SNII 0.03129 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 256.09708291666 28.462911 TNS 2020djn ZTF20aarbktd 2020djn SNII 0.03129 0.19503603936350444 0.5927863411737491 0.286129617890893 0.38262381690702085 0.5927863411737491 0.827600709707383 20.638146219910595 20.638146219910595 52.23629827970126 52.23629827970126 58908.51386569999 58904.52422450017 17.763245876138768 17.77455801885762 17.763245876138768 4.705859195423787 5.430959627579874 4.332780074377748 256.09842471218496 28.46314987853395 0.0005609877462289248 13.202163851296902 14.326402464370727 13.59253999327898 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 5.430959627579874 4.332780074377748 256.09842471218496 28.46314987853395 0.0005609877462289248 13.202163851296902 14.326402464370727 13.59253999327898 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 3.9896411998197436 4.332780074377748 5.430959627579874 0.7338624710917472 0.7977927238447373 -3.448155554486892 -4.170705882859789 False 0.03129 Inputed -17.96366599026038 -17.95235384754153 """""" """""" """"""
-0.07861435072807348 0.38170575680835184 -8.712738798383539 18.447300541458347 5368.971493456662 336.33315844616 48 32 32 51.96112259989604 55 True True 2018fdt 256.18470791666 38.235561 SNIIn 0.055 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 256.18470791666 38.235561 TNS 2018fdt ZTF18abltfho 2018fdt SNIIn 0.055 0.011036932906641539 0.18433772326131148 0.052349805306619146 0.09498367402311558 0.18433772326131148 0.27935163586416323 28.559880515316515 28.559880515316515 23.40124208457953 23.40124208457953 58362.2021643999 58337.18055560021 18.20963807241747 18.20963807241747 18.22587384624434 0.4851277092431346 4.369507998587455 22.667583428680302 256.192724169955 38.23555762569 0.00842692693965963 14.84876870181322 15.394357661714555 15.073524581940173 1.0 """""" """""" """""" """""" 6 False True all False False 0 0.7 0.11467070553409735 256.18473232 38.23558644 0.028864302689250554 23.985228425359725 24.758909737586976 22.99855772625208 0.5 False False 0.3 0.7 1.5 0.02 8 3 25.02160879969597 22.667583428680302 4.369507998587455 0.32083307977438125 5.187674089624765 -2.815280410702915 -3.152349264304167 False 0.055 Inputed -18.73817206044058 -18.75440783426745 """""" """""" """"""
-0.22115745927787947 0.8449154030816923 -2.584676094693464 14.3658925682792 7072.898167841489 196.65330008831046 30 11 11 16.931967600248754 113 True True 2021uuo 303.8166166666666 -0.061311111111111115 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 303.8166166666666 -0.061311111111111115 TNS 2021uuo ZTF21abntqyx 2021uuo CV 0.0 -0.32707982862845775 -0.10004121453010484 -0.2751202427774757 -0.22005351307056742 -0.10004121453010484 0.0340941568481945 -1.8226906211614324 -1.8226906211614324 18.754658221410185 18.754658221410185 59418.33295139996 59418.33295139996 14.08433820920599 14.08433820920599 14.46904633271053 38.08279372754877 0.7 0.12076603219858394 303.8165866165495 -0.06129620025380185 0.004399327495822947 21.492264840350153 21.583430092458727 21.63916468770504 0.0 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.12076603219858394 303.8165866165495 -0.06129620025380185 0.004399327495822947 21.492264840350153 21.583430092458727 21.63916468770504 0.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.12076603219858394 0.7 -0.055734595246313745 0.1725229031408342 7.499091883252737 7.170118354994511 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.1259770782653445 0.226083356734282 -8.173282791108102 19.273962630239375 6072.174411468251 71.8186585397999 108 73 73 53.05152780003846 48 True True 2020maw 246.51538749999997 63.35455833333334 SNIa 0.092 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 246.51538749999997 63.35455833333334 TNS 2020maw ZTF20abedygm 2020maw SNIa 0.092 -0.036181787404181875 0.9529435644618331 0.1614710979342533 0.38982582584787906 0.9529435644618331 1.6869331393867881 16.66002544252634 16.66002544252634 36.39150235751212 36.39150235751212 59017.30726849986 59004.27651620004 18.80113364558431 18.80113364558431 18.884332463503675 0.6357410722177853 1.4672623087190206 2.8859372041296045 246.51360281536898 63.3546035409084 0.0059964227956671445 19.07230975060761 19.932453429783585 19.229433343938588 0.9833333333333333 """""" """""" """""" """""" 1 False True all False False 0 0.7 0.8011434016669192 246.51494201 63.35446031 0.017366798091400626 22.944906659716366 21.177967280220987 23.57122281537056 0.75 False False 0.3 0.7 1.5 0.02 8 3 13.030752299819142 2.8859372041296045 1.4672623087190206 0.7030200858449973 1.9668856665780126 1.131319784199274 0.34510088043491294 False 0.092 Inputed -19.214702138898698 -19.29790095681806 """""" """""" """"""
-0.16655333758727553 0.3144147888268343 -7.893182222891781 16.818289999083596 6311.399846590357 150.73144491053486 119 61 61 66.82395839970559 103 True False 2019llk 291.81308291666 43.9095 SNIa 0.041 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 291.81308291666 43.9095 TNS 2019llk ZTF19abglmpf 2019llk SNIa 0.041 -0.16105331804247314 0.20176552737354925 -0.07980940492543809 0.007521471530878898 0.20176552737354925 0.42445011273166955 13.03871363168883 13.03871363168883 53.78524476801676 53.78524476801676 58693.30553240003 58679.32061340008 16.29746121168856 16.29746121168856 16.4846546033724 3.7677399106083973 3.3122757289780873 2.2000943538347433 291.81243464 43.90989416 0.0008703422560057961 15.138503552532196 18.809713522052764 18.098519248199462 1.0 """""" """""" """""" """""" 1 False True all False False 0 4.744919992721009 0.9841848921341297 291.81282841 43.90929722 0.001126331252923607 14.655535272026063 15.588521604919432 14.996159176540374 0.9400000000000001 False False 0.3 0.7 1.5 0.02 8 3 13.984918999951333 2.2000943538347433 3.3122757289780873 0.7111942738533017 0.6642243985266053 2.512252310364204 1.6138646448270606 False 0.041 Inputed -19.834293790296627 -20.02148718198047 """""" """""" """"""
-0.17495290391295473 0.3062062993853921 -10.089233832408368 18.410736131170573 5146.76077785853 185.0477529613495 22 12 12 46.95040509989485 49 True False 2019bac 136.84617874999 75.781156305555 SNIa 0.061 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 136.84617874999 75.781156305555 TNS 2019bac ZTF19aaekvhn 2019bac SNIa 0.061 0.11171841106909852 0.46845270331237643 0.19365809971034054 0.28029347067318966 0.46845270331237643 0.6778946766410705 10.653500936417757 10.653500936417757 36.296904163477095 36.296904163477095 58523.19785880018 58509.219780100044 18.147473764404726 18.298547941047627 18.147473764404726 3.130640409402857 2.2715311792295716 1.3107486401586492 136.84472957 75.78107975 0.0034210691373449675 17.966856786811352 21.268624451440573 18.179068009817602 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.2715311792295716 1.3107486401586492 136.84472957 75.78107975 0.0034210691373449675 17.966856786811352 21.268624451440573 18.179068009817602 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.978078700136393 1.3107486401586492 2.2715311792295716 3.089556441622971 0.5770330832981179 2.9700765103929463 0.03159424541287592 False 0.061 Inputed -19.044418831372084 -18.893344654729184 """""" """""" """"""
-0.1849533367608463 0.3020572019598699 -8.008051187821788 17.97278208205757 6021.764781808204 182.09787663211767 48 30 30 51.83652770007029 82 True False 2019uay 349.37272916666666 37.974244444444444 SNIa 0.049 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 349.37272916666666 37.974244444444444 TNS 2019uay ZTF19acjwqvo 2019uay SNIa 0.049 -0.1145205927172448 0.19064181174757877 -0.04481124342682463 0.029159637867522292 0.19064181174757877 0.37149953674133585 13.405227347916545 13.405227347916545 38.43130035215375 38.43130035215375 58800.179166700225 58785.238541699946 17.420391476148122 17.420391476148122 17.67726861539863 1.3681086584577857 2.9596139569868356 0.7884475880954371 349.37262412 37.9744472 0.0020684592892807885 16.689418889284134 17.59018621044159 17.01725083017349 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.9596139569868356 0.7884475880954371 349.37262412 37.9744472 0.0020684592892807885 16.689418889284134 17.59018621044159 17.01725083017349 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.940625000279397 0.7884475880954371 2.9596139569868356 0.572935380268099 0.26640217256515125 0.16979473429346825 -0.6600177852251399 False 0.049 Inputed -19.032887807579687 -19.289764946830196 """""" """""" """"""
-0.146418857442774 0.2704870240507159 -6.777128633667012 17.86439641216793 5286.156480565796 163.79532785414415 63 40 40 71.78784719994292 53 True False 2020abom 97.74443749999999 54.726866666666666 SNIa 0.041 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 97.74443749999999 54.726866666666666 TNS 2020abom ZTF20acurtpj 2020abom SNIa 0.041 0.05416207093263381 0.4468635545221318 0.1432877107336914 0.23825783624165808 0.4468635545221318 0.6823908570237229 13.084044320846598 13.084044320846598 58.703802879096315 58.703802879096315 59196.33901620004 59185.4079167 17.406853739280578 17.406853739280578 17.524100726542418 4.156282991624954 1.4556334036986063 4.389092898463569 97.74645857 54.7272192 0.011401296232741331 19.272488554883004 19.71906604142189 19.29730855021477 0.99 """""" """""" """""" """""" 1 False True all False False 0 1.3372758939568128 2.364625850464726 97.74429621 54.72751842 0.0033808606828026333 18.69094904513359 19.012660335636138 18.770018911266327 0.0 False False 0.3 0.7 1.5 0.02 8 3 10.931099500041455 4.389092898463569 1.4556334036986063 0.4217574912071207 3.0152460690386476 2.3122123021413117 1.773207823672351 False 0.041 Inputed -18.79484766712661 -18.91209465438845 """""" """""" """"""
-0.19438907566860336 0.18767776828156066 -8.90758801767963 15.575401803925027 6454.282952868241 82.70953558837351 36 28 28 61.007303200196475 247 True True 2020vaw 297.6549999999999 10.580730555555556 SNIa 0.017 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 297.6549999999999 10.580730555555556 TNS 2020vaw ZTF20achfdib 2020vaw SNIa 0.017 -0.12144958681767726 0.6498597467458715 0.036713866859663824 0.2165434239791253 0.6498597467458715 1.198195771264686 13.759080181890255 13.759080181890255 47.24822301830622 47.24822301830622 59143.17173610022 59129.11166669987 14.8568072103837 14.8568072103837 15.09814084739515 10.542003579239028 5.682622249422525 18.208353289975037 297.6532704574065 10.585494135416099 0.001470018131523143 12.872095361680984 13.90861359500885 13.20631857993126 0.96 """""" """""" """""" """""" 21 False True all False False 0 0.9789835122039704 3.9931331732302944 297.65578816 10.57993678 0.010545619616844304 19.614403491783143 21.30010184574127 20.643302135753633 0.9 False False 0.3 0.7 1.5 0.02 8 3 14.060069400351495 18.208353289975037 5.682622249422525 0.7022950150775902 3.2042167314263046 -0.9481936153748496 -1.8918222674638905 False 0.017 Inputed -19.296188377549537 -19.537522014560988 """""" """""" """"""
-0.07564082696822277 0.39334762980071347 -23.43736203359734 18.63422670326284 6305.145275372663 177.99322933107783 21 12 12 31.981631900183856 66 True True 2019rri 264.75526749999 24.772047999999 SNII 0.0511 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 264.75526749999 24.772047999999 TNS 2019rri ZTF19acbwilc 2019rri SNII 0.0511 -0.06195215634445361 0.26520786878997527 0.012710290363443733 0.09198632382735994 0.26520786878997527 0.45944914922414526 -11.101940260748535 -11.101940260748535 43.08357216093239 43.08357216093239 58758.12849539984 58758.12849539984 18.40489157444008 18.40489157444008 18.586900420166465 0.9519838467250674 3.687023509360189 3.7412862963938487 264.75418458044646 24.7717115371096 0.0023188833515003227 15.983251559274198 16.780016988992692 16.28444505514145 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.687023509360189 3.7412862963938487 264.75418458044646 24.7717115371096 0.0023188833515003227 15.983251559274198 16.780016988992692 16.28444505514145 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 3.7412862963938487 3.687023509360189 0.49557193385124165 1.0147172338055084 -1.6248745854473867 -2.302455365025015 False 0.0511 Inputed -18.215455062167912 -18.3974639078943 """""" """""" """"""
-0.14947303449196814 0.2599854264520116 -3.1591926132313937 18.96531286128696 5612.0831893653 86.11786246314945 26 15 15 40.934849499724805 88 True False 2019eqh 259.51216458333 14.755279027777 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 259.51216458333 14.755279027777 TNS 2019eqh ZTF19aasmkhn 2019eqh SNIa 0.1 -0.0339741031183145 0.7523765853286548 0.12911158803611755 0.3131956740675079 0.7523765853286548 1.3018826168649333 13.85593810210233 13.85593810210233 27.078911397622477 27.078911397622477 58608.400879600085 58600.39827550016 18.631175264109704 18.631175264109704 18.667611919826307 1.210139530031646 2.1521032972586336 2.7785872107216196 259.51284872 14.75567657 0.0019164779191407355 16.992195987081526 17.93990134305954 17.413810789442064 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.1521032972586336 2.7785872107216196 259.51284872 14.75567657 0.0019164779191407355 16.992195987081526 17.93990134305954 17.413810789442064 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.002604099921882 2.7785872107216196 2.1521032972586336 0.5260905536174754 1.2911030870409457 -0.6912739210501648 -1.2538011303842431 False 0.1 Inputed -19.61613017864462 -19.652566834361224 """""" """""" """"""
-0.19984806739674071 0.14944797507259466 -7.0145930616934535 17.75177048838006 5639.457753577495 114.90274242776213 60 47 47 73.87460649991408 107 True True 2020mta 307.4830833333333 8.645569444444444 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 307.4830833333333 8.645569444444444 TNS 2020mta ZTF20abfklsy 2020mta SNIa 0.05 -0.007978610103450023 0.5569360145072935 0.11486971043694183 0.24942386869149402 0.5569360145072935 0.9217730358961802 15.503576688617636 15.503576688617636 58.371029811296445 58.371029811296445 59026.396296299994 59013.38938659988 17.069697094536476 17.069697094536476 17.212283409023406 5.8834882735700536 3.1204750135757986 2.443997088710252 307.48262289153104 8.646073104330604 0.000964344208804091 15.380474667568208 16.548523965044023 15.839126256346702 0.985 """""" """""" """""" """""" 0 False True all False False 0 3.1204750135757986 2.443997088710252 307.48262289153104 8.646073104330604 0.000964344208804091 15.380474667568208 16.548523965044023 15.839126256346702 0.985 False False 0.3 0.7 1.5 0.02 8 3 13.006909700110555 2.443997088710252 3.1204750135757986 0.7093977086973204 0.783213157637061 -0.5211731294924533 -1.3731571526767041 False 0.05 Inputed -19.54225522215187 -19.6848415366388 """""" """""" """"""
-0.10674153963702851 0.36620220745775844 -12.613520287390356 18.154196388910755 5008.036560809957 174.148168748993 29 15 15 40.9890624997206 99 True False 2021efe 281.1424208333333 33.721780555555554 SNIa 0.0585 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 281.1424208333333 33.721780555555554 TNS 2021efe ZTF18acjxyak 2021efe SNIa 0.0585 0.17998601576525175 0.5795650389749909 0.27137579221477637 0.36826838121058714 0.5795650389749909 0.8160194550924871 12.774276322259448 12.774276322259448 28.214786177461157 28.214786177461157 59291.47452550009 59275.49796300009 17.937814933003875 18.04916364802663 17.937814933003875 2.7178276450860377 3.076865603342684 1.4648332054068236 281.14201539 33.72155286 0.0005589551172857643 14.814741104888917 18.15372312655449 17.679295805263518 1.0 """""" """""" """""" """""" 1 False True all False False 0 5.300827081747617 0.7897720018261437 281.14237053 33.72199591 0.0010911526367757274 14.328944174528122 15.217528788995743 14.665599917984009 0.62 False False 0.3 0.7 1.5 0.02 8 3 15.9765625 1.4648332054068236 3.076865603342684 0.4744273212909711 0.47607968440852266 0.10455947852785741 -0.2585191277403567 False 0.0585 Inputed -19.161958743258797 -19.05061002823604 """""" """""" """"""
-0.12540527603278726 0.5310040905009954 -5.953959878302966 18.62421348297437 5465.129753643048 218.95642978054934 21 13 13 34.00402779970318 53 True True 2019btu 114.85458083333 31.037503805555 SNIa 0.086 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 114.85458083333 31.037503805555 TNS 2019btu ZTF19aalxlpp 2019btu SNIa 0.086 -0.011282612596062336 0.2594265083676035 0.051608417560427 0.11761523109964855 0.2594265083676035 0.41508765145908555 12.099126547758008 12.099126547758008 21.904901251945173 21.904901251945173 58560.192534700036 58547.18696760014 18.39922049317936 18.39922049317936 18.562770497413005 0.35346050917606414 3.0623735051799685 6.951799613057435 114.8527618243815 31.038643905631098 0.00247322370849945 15.768760103975534 16.57066877479076 16.07019693685055 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.0623735051799685 6.951799613057435 114.8527618243815 31.038643905631098 0.00247322370849945 15.768760103975534 16.57066877479076 16.07019693685055 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 13.005567099899054 6.951799613057435 3.0623735051799685 0.5004718379402107 2.270069147770038 -1.8285517183885993 -2.4925735605624553 False 0.086 Inputed -19.387032942237557 -19.550582946471202 """""" """""" """"""
-0.09183764655305815 0.38914066714882123 -16.141187996370526 19.200782696220383 7652.1420388596 173.02550246974886 24 12 12 49.940509299747646 56 True True 2019uuk 137.79932083333333 37.269825 SNIa 0.104 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 137.79932083333333 37.269825 TNS 2019uuk ZTF19acrwzqs 2019uuk SNIa 0.104 -0.32566056690750145 -0.06301835848410775 -0.26627008458405044 -0.202836493137724 -0.06301835848410775 0.0954766622977381 0.16768657035312629 0.16768657035312629 49.77282272939452 49.77282272939452 58805.52791670011 58799.496030100156 18.56288747574884 18.56288747574884 19.08411268338178 2.102743029447454 1.4600048125065435 1.9511823024081656 137.79958190224448 37.269324404810604 0.003424071408456464 18.750843655971885 19.966292603082657 19.072214981365207 0.96875 """""" """""" """""" """""" 0 False True all False False 0 1.4600048125065435 1.9511823024081656 137.79958190224448 37.269324404810604 0.003424071408456464 18.750843655971885 19.966292603082657 19.072214981365207 0.96875 False False 0.3 0.7 1.5 0.02 8 3 6.031886599957943 1.9511823024081656 1.4600048125065435 0.8940776217174502 1.33642182936258 1.4034051273338157 -0.011897702016572254 False 0.104 Inputed -19.28659157844317 -19.807816786076106 """""" """""" """"""
-0.010846301407601708 0.3060961622691095 -5.702238962408124 18.551658368968745 5112.70595510184 146.50737868163222 38 25 25 71.03884260030463 66 True True 2019bvj 177.74968708333 44.550897055555 SNII 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 177.74968708333 44.550897055555 TNS 2019bvj ZTF19aamohrk 2019bvj SNII 0.03 0.09856947767500301 0.5585440742317118 0.20187105272600903 0.31269453540873826 0.5585440742317118 0.8396510588827582 108.50063124156281 108.50063124156281 -37.46178864125818 -37.46178864125818 58562.32260419987 58557.268090299796 18.11856620674957 18.11856620674957 18.40405623786704 3.053341090281013 1.7448480464686242 6.557363694965627 177.7508410070855 44.5525223671443 0.007487933415434966 17.81155983602047 18.245868269577027 17.927838258800506 0.7250000000000001 """""" """""" """""" """""" 3 False True all False False 0 0.4517988868028429 3.7174615290130517 177.748552834817 44.5502544279804 0.009582660444618751 19.884037538125515 22.426371927587986 20.571732255309225 0.47777777777777775 False False 0.3 0.7 1.5 0.02 8 3 5.054513900075108 6.557363694965627 1.7448480464686242 0.31803001077652127 3.7581287999473605 0.12730206282745726 -0.47621797906653285 False 0.03 Inputed -17.23074121575829 -17.51623124687576 """""" """""" """"""
-0.10398424121003848 0.24971792881887106 -15.437539848407402 19.050180199768583 4471.797707003 252.53684652673542 10 9 9 65.86559029994532 42 True False 2019buq 222.79908749999 -9.438848194444 SNIa 0.039 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 222.79908749999 -9.438848194444 TNS 2019buq ZTF19aalckuo 2019buq SNIa 0.039 0.34602450645194693 0.6401287375820139 0.41527642602742176 0.48731938322404744 0.6401287375820139 0.8051876753356417 17.882023306854876 17.882023306854876 47.98356699309045 47.98356699309045 58560.41776619991 58540.44083329989 18.620654998449503 18.703447570968994 18.620654998449503 6.498844284825429 2.2389018834609637 4.156652051093249 222.80025795 -9.43884106 0.008042450231955156 18.420242652487754 18.877781067466735 18.517316711926462 0.99 """""" """""" """""" """""" 0 False True all False False 0 2.2389018834609637 4.156652051093249 222.80025795 -9.43884106 0.008042450231955156 18.420242652487754 18.877781067466735 18.517316711926462 0.99 False False 0.3 0.7 1.5 0.02 8 3 19.97693290002644 4.156652051093249 2.2389018834609637 0.3604643555402731 1.8565583788190698 0.17433349649774144 -0.10333828652304078 False 0.039 Inputed -17.588647487618445 -17.505854915098954 """""" """""" """"""
-0.19018581475135646 0.1823672708954188 -10.159309968816123 18.654950451143772 6239.518005842189 92.58039433235443 115 82 82 55.714432899840176 41 True True 2019pki 20.029062083333 35.901479555555 SNIa 0.068 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 20.029062083333 35.901479555555 TNS 2019pki ZTF19abvhkst 2019pki SNIa 0.068 -0.076655687668719 0.618500291458929 0.06917477739876432 0.23260701598891842 0.618500291458929 1.0949981232764543 14.767339140362603 14.767339140362603 40.947093759477575 40.947093759477575 58743.401481499895 58727.422569400165 17.880098222732006 17.880098222732006 18.154260418199197 1.3289072723630215 1.4597245836555837 0.07289729553520552 20.02908550048235 35.9014866427039 0.0012627880833203653 17.922157763191464 18.37553121244669 18.120135901093484 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.4597245836555837 0.07289729553520552 20.02908550048235 35.9014866427039 0.0012627880833203653 17.922157763191464 18.37553121244669 18.120135901093484 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.978912099730223 0.07289729553520552 1.4597245836555837 0.2553953113532046 0.049939075049794016 0.49543298971468275 -0.03412451710571318 False 0.068 Inputed -19.27698358376985 -19.551145779237043 """""" """""" """"""
-0.30367149536719856 0.4004163094773726 -9.481061399241522 18.095597786488288 6445.616682444084 237.9207360526883 39 13 13 9.059872699901462 93 True False 2018fsj 267.95678291666 15.307861805555 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 267.95678291666 15.307861805555 TNS 2018fsj ZTF18aaybtnt 2018fsj CV 0.0 -0.19993324900140763 0.01008521541882601 -0.15100660767599194 -0.09974885753429774 0.01008521541882601 0.1302337231966142 -6.467112071190671 -6.467112071190671 15.526984771092133 15.526984771092133 58362.147407399956 58362.147407399956 18.20639257774698 18.509385524054537 18.20639257774698 1.5175012006289652 3.8876647124029753 51.12447785049202 267.96877904 15.31609611 0.04187850009489913 14.992844785189629 16.585871161842345 23.27 0.5 """""" """""" """""" """""" 67 False True all False False 0 0.7 4.6130618694701475 267.9578819 15.30858182 0.03837339173737642 21.120716751027107 23.448369750976564 22.108194471120836 0.05 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.0 0.0 0.0 0.0 5.130614475945464 5.063607422253021 True 0.0 Inputed """""" """""" """""" """""" """"""
-0.1120219695349366 0.375781365061735 -7.938973306491258 18.987345053454604 3403.5165176307582 198.9641645379071 25 9 9 28.97988420026377 84 True True 2019igh 213.41455 7.65704425 SNIIb 0.025 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 213.41455 7.65704425 TNS 2019igh ZTF19abbthwy 2019igh SNIIb 0.025 0.836058867887548 1.3221133637151574 0.9490419236815342 1.0675566440709225 1.3221133637151574 1.601704165987762 10.810423922676499 10.810423922676499 18.16946027758727 18.16946027758727 58671.205069399904 58661.19277779991 18.601246971046972 19.511822427747678 18.601246971046972 1.240012716850179 5.74907530757287 7.481295803664673 213.41377489116502 7.658975190626835 0.000831504565489749 13.300175417200922 14.336067368077039 13.658259115800858 0.985 """""" """""" """""" """""" 3 False True all False False 0 1.662513327935631 5.244927095862056 213.41409268 7.65842888 0.0059253316065773776 17.973903739464284 18.938695999228955 18.376595787084103 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.012291599996388 7.481295803664673 5.74907530757287 0.677808252276181 1.3013041930082332 -5.175755059670639 -4.942987855246114 False 0.025 Inputed -16.63493779986077 -15.724362343160063 """""" """""" """"""
-0.13176863589419555 0.18829514121515556 -34.70532944705599 18.0357639332125 3654.5425656884786 504.8282758337295 27 25 25 62.95443290006369 54 True True 2020abla 247.16458333333327 39.521030555555555 SNIa 0.025144 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 247.16458333333327 39.521030555555555 TNS 2020abla ZTF20aczhajq 2020abla SNIa 0.025144 0.745060993283321 0.9185197356208903 0.7871971933899395 0.8301437125088782 0.9185197356208903 1.0102956899486024 -22.03353819912021 -22.03353819912021 84.98797109918391 84.98797109918391 59215.56011570012 59215.56011570012 17.56320373408062 18.847321392492887 17.56320373408062 7.430121409857593 2.937540683759883 9.452657385059824 247.1634886156005 39.518544319377796 0.0010823810611667595 14.197670771889687 15.356885171992182 14.591049717365205 0.975 """""" """""" """""" """""" 0 False True all False False 0 2.937540683759883 9.452657385059824 247.1634886156005 39.518544319377796 0.0010823810611667595 14.197670771889687 15.356885171992182 14.591049717365205 0.975 False False 0.3 0.7 1.5 0.02 8 3 0.0 9.452657385059824 2.937540683759883 0.765835454626977 3.2178813513353512 -3.4904362205007047 -2.9721540167154146 False 0.025144 Inputed -17.68553124606992 -16.401413587657654 """""" """""" """"""
-0.008355059428994848 0.23112956646065574 4.924408571064308 18.70023869352694 4717.344160442919 228.63902757330996 93 45 45 74.97204860020429 58 True True 2019rqe 3.2799045833333 27.880463305555 SNII 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 3.2799045833333 27.880463305555 TNS 2019rqe ZTF19acbwouf 2019rqe SNII 0.03 0.12811762140445637 0.4138978427615001 0.19484083707407507 0.26464154903292325 0.4138978427615001 0.5767707739091534 193.35509325616607 193.35509325616607 -118.38304465596178 -118.38304465596178 58771.27010420011 58758.155567099806 18.507717730031526 18.61464410027886 18.507717730031526 1.1434391149852208 0.7 1.258813764507578 3.28025295 27.88029763 0.02448053743044587 22.994554252815245 20.894607445549966 20.891964975690843 0.775 """""" """""" """""" """""" 0 False True all False False 0 0.7 1.258813764507578 3.28025295 27.88029763 0.02448053743044587 22.994554252815245 20.894607445549966 20.891964975690843 0.775 False False 0.3 0.7 1.5 0.02 8 3 13.114537100307643 1.258813764507578 0.7 0.0026424698591220874 1.7983053778679687 2.2799633452711063 2.384247245659317 False 0.03 Inputed -17.127079723593802 -17.02015335334647 """""" """""" """"""
-0.10962734560644206 0.3352026404896711 -20.94282370631435 18.343202628956227 6290.477880164481 167.42335579541177 6 6 6 28.037268599960953 37 True True 2019uwc 181.83263749999998 6.848552777777777 SNIa 0.0753 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 181.83263749999998 6.848552777777777 TNS 2019uwc ZTF19acmxymo 2019uwc SNIa 0.0753 -0.0674278488350879 0.28150058385428167 0.011737451620490447 0.0961144400220526 0.28150058385428167 0.49082772497467886 -6.987674418380399 -6.987674418380399 35.024943018341354 35.024943018341354 58804.515520799905 58800.53069439996 18.04775805519485 18.04775805519485 18.14119780166413 13.745363949631535 2.4095639683187318 2.7439516304894513 181.83203675217652 6.849027326419845 0.0005028058417271275 15.02181227654636 16.186073833712936 15.408183362967371 0.975 """""" """""" """""" """""" 0 False True all False False 0 2.4095639683187318 2.7439516304894513 181.83203675217652 6.849027326419845 0.0005028058417271275 15.02181227654636 16.186073833712936 15.408183362967371 0.975 False False 0.3 0.7 1.5 0.02 8 3 3.9848263999447227 2.7439516304894513 2.4095639683187318 0.7778904707455645 1.1387751753293514 -1.8616842214819158 -2.7330144386967596 False 0.0753 Inputed -19.51501637818748 -19.608456124656758 """""" """""" """"""
-0.12218397105430998 0.1910057025455334 -12.64362181049263 18.963113286995384 4438.2487038883755 128.29867184195638 47 36 36 74.85542829986662 42 True True 2021res 353.8424041666666 25.417136111111112 SNIa 0.061 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 353.8424041666666 25.417136111111112 TNS 2021res ZTF21abiacoi 2021res SNIa 0.061 0.42484669485224913 1.0783192575397855 0.570160993111223 0.727014161966629 1.0783192575397855 1.4853306883617208 21.883917925247395 21.883917925247395 52.97151037461922 52.97151037461922 59407.4241204001 59386.445428200066 18.45205754137086 18.834711934294646 18.45205754137086 1.4189257190697104 1.852525697819983 5.650472345244008 353.84072304843903 25.41753365830525 0.005227935125560079 17.586536345071792 18.33874084183693 17.8925637101388 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.852525697819983 5.650472345244008 353.84072304843903 25.41753365830525 0.005227935125560079 17.586536345071792 18.33874084183693 17.8925637101388 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 20.978692200034857 5.650472345244008 1.852525697819983 0.446177131698132 3.0501451892912343 -0.4959710924577152 -0.5594938312320608 False 0.061 Inputed -18.73983505440595 -18.357180661482165 """""" """""" """"""
-0.20013673144108435 0.21211846449823718 -6.76975350641257 18.863082801968005 5536.299197837035 170.2310883660606 44 25 25 58.9400809998624 57 True True 2020aejg 164.79304166666662 42.13988888888889 SNIa 0.07711 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 164.79304166666662 42.13988888888889 TNS 2020aejg ZTF20aczsjzc 2020aejg SNIa 0.07711 -0.011770047980725451 0.3461567088560997 0.06965959813505762 0.15629518338410264 0.3461567088560997 0.5598685994357382 11.01823301273756 11.01823301273756 47.92184798712484 47.92184798712484 59215.46826389991 59205.42803240009 18.34427282124472 18.37558357974623 18.34427282124472 1.285258101752959 3.054207048767286 6.039608178480639 164.79417860943698 42.14133935455515 0.0032945852998401692 16.34576306245625 17.03644599213421 16.57379053802967 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 3.117873725439731 164.79417791496 42.1400894362933 0.019863334887033735 21.146958233989476 21.34441530847907 21.323887853416206 0.05 False False 0.3 0.7 1.5 0.02 8 3 10.040231499820948 6.039608178480639 3.054207048767286 0.46265545410454223 1.9774717568405507 -1.3391375876120186 -1.770482283215049 False 0.07711 Inputed -19.36438763796095 -19.333076879459437 """""" """""" """"""
-0.07332246242530698 0.3009959694891858 -18.542050389222226 17.645799047563813 4758.081954809628 275.79671490485975 59 10 10 41.952789400238544 44 True True 2019lzq 220.77130083333 8.7905910833333 SNII 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 220.77130083333 8.7905910833333 TNS 2019lzq ZTF19abjbtbm 2019lzq SNII 0.04 0.25276647331685353 0.5057488186695593 0.3125946226976737 0.3746586852260627 0.5057488186695593 0.6465669082743162 28.77530655122778 28.77530655122778 13.177482849010765 13.177482849010765 58723.1395717999 58692.197256899904 17.392195679839 17.58593351495429 17.392195679839 1.8847612500671884 2.1516863046058647 3.277421670911097 220.7707174338415 8.791295649555526 0.011929349403581924 19.26217587269187 19.423662554295063 19.171045360683202 0.8357142857142856 """""" """""" """""" """""" 0 False True all False False 0 2.1516863046058647 3.277421670911097 220.7707174338415 8.791295649555526 0.011929349403581924 19.26217587269187 19.423662554295063 19.171045360683202 0.8357142857142856 False False 0.3 0.7 1.5 0.02 8 3 30.942314899992198 3.277421670911097 2.1516863046058647 0.2526171936118615 1.5231874943366517 1.837729039340772 1.7788496808442034 False 0.04 Inputed -18.87260920764242 -18.678871372527126 """""" """""" """"""
-0.16923724246557317 0.15853783358809165 -7.146620976292503 18.599031279849303 5214.895253498577 56.62692322945973 89 44 44 31.974965299945325 61 True True 2021kkz 248.98477083333327 18.082822222222223 SNIa 0.061948 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 248.98477083333327 18.082822222222223 TNS 2021kkz ZTF21aawtazf 2021kkz SNIa 0.061948 0.20067707965624493 1.7950035800273483 0.5036145991232495 0.8642820114058765 1.7950035800273483 3.081409145599398 15.745210737385266 15.745210737385266 16.22975456256006 16.22975456256006 59336.39087959984 59324.38177079987 18.07598900596961 18.200865931502776 18.07598900596961 2.6869665235305384 1.4544139271810415 0.06094454637088322 248.98476949383252 18.0828391033069 0.0001559370097291568 15.178594487231969 16.31784710772276 15.548193171834946 0.97 """""" """""" """""" """""" 0 False True all False False 0 1.4544139271810415 0.06094454637088322 248.98476949383252 18.0828391033069 0.0001559370097291568 15.178594487231969 16.31784710772276 15.548193171834946 0.97 False False 0.3 0.7 1.5 0.02 8 3 12.009108799975365 0.06094454637088322 1.4544139271810415 0.7696539358878134 0.041903164726293914 -1.8830188237800165 -2.5277958341346647 False 0.061948 Inputed -19.149862469793437 -19.02498554426027 """""" """""" """"""
-0.16512344046187005 0.25691193503206333 -5.548093371973382 17.16284376340596 5767.887614523565 158.11630395582748 93 60 60 71.04239579988644 57 True True 2019wmx 42.69608333333333 33.51258888888889 SNIa 0.039978 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 42.69608333333333 33.51258888888889 TNS 2019wmx ZTF19acyfakk 2019wmx SNIa 0.039978 -0.0716152297289554 0.2993981053889776 0.012074870613631106 0.10160946491446055 0.2993981053889776 0.5242545721711167 13.691667086883916 13.691667086883916 57.35072871300252 57.35072871300252 58839.13098380016 58828.12156250002 16.58592574870657 16.58592574870657 16.82887665238167 5.8218357780372285 3.9906715766534924 14.785235878089548 42.7010072333935 33.5127049239209 0.0027688553270223126 14.350797984883785 15.29640750681877 14.66123518134594 0.9949999999999999 """""" """""" """""" """""" 6 True True all False False 0 2.8703953059782257 10.049432330786534 42.69932716 33.51328011 0.0020212914077810673 14.91731059281826 18.87532578821182 14.928899719762802 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.009421300143003 14.785235878089548 3.9906715766534924 0.6351723254728299 3.704949303417293 -1.289518241887798 -2.1676414710357292 False 0.039978 Inputed -19.434722050162893 -19.677672953837995 """""" """""" """"""
-0.1300704893450966 0.4046905799867969 -7.800481493721763 19.017102417019416 5966.980561726541 147.17780137475285 30 26 26 37.97703710012138 45 True True 2020qey 18.464970833333336 -6.358766666666666 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 18.464970833333336 -6.358766666666666 TNS 2020qey ZTF20abmsxxr 2020qey SNIa 0.1 -0.09192478058449893 0.30403679219847035 -0.003329737728584803 0.09195148155998467 0.30403679219847035 0.5474336049340458 14.174065427518952 14.174065427518952 23.802971672602425 23.802971672602425 59063.43986110017 59048.42025459977 18.529518243203324 18.529518243203324 18.729375748095155 0.6321783993065173 1.8443143785971856 5.978150779795419 18.46418795097885 -6.3572996303773905 0.005494710094592015 17.5499506759882 18.258777317881584 17.840121296133994 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 3.2016377364137987 18.46442049 -6.35946793 0.175549316170599 24.06815021777153 21.684309376096724 25.000752133202553 0.4 False False 0.3 0.7 1.5 0.02 8 3 15.019606500398368 5.978150779795419 1.8443143785971856 0.41865602174759076 3.2413946608942528 -0.2707409253217392 -0.8892544519611612 False 0.1 Inputed -19.554366350375773 -19.754223855267604 """""" """""" """"""
-0.04652267488411981 0.603955325457032 -13.261664725821417 17.63627676786908 5406.9722065051465 288.02400321568535 82 61 61 73.93346059974283 48 True True 2019wnc 152.73484916666 1.0714337222222 SNIIn 0.0216 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 152.73484916666 1.0714337222222 TNS 2019wnc ZTF19acyjviz 2019wnc SNIIn 0.0216 0.02905844194429008 0.2364034217781068 0.07810493418209319 0.12897809136147487 0.2364034217781068 0.35174447091909045 37.53568196236597 37.53568196236597 36.39777863737686 36.39777863737686 58867.397638900205 58827.43920140015 17.53412181560466 17.53412181560466 17.564667329935347 0.7387404605790102 3.4275777201018065 2.327907645666147 152.7349687595725 1.07206921190615 0.0014244309430431201 15.691204085389376 16.287510341582298 15.883776868735552 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.4275777201018065 2.327907645666147 152.7349687595725 1.07206921190615 0.0014244309430431201 15.691204085389376 16.287510341582298 15.883776868735552 1.0 False False 0.3 0.7 1.5 0.02 8 3 39.95843750005588 2.327907645666147 3.4275777201018065 0.40373347284674566 0.6791699082455825 -1.2466114740223624 -1.6808904611997946 False 0.0216 Inputed -17.352226659110425 -17.38277217344111 """""" """""" """"""
-0.002679072501002418 0.3588989486894319 -18.187945067357603 19.16171712321767 4815.279274055876 208.62681727675073 39 28 28 71.85341430036351 50 True False 2019phe 51.800021666666 -11.97011044444 SNII 0.035 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 51.800021666666 -11.97011044444 TNS 2019phe ZTF19abukbit 2019phe SNII 0.035 0.26577616567251994 0.6110262704659064 0.34598748578717675 0.43016582597050856 0.6110262704659064 0.8096335394630891 378.3620896756623 378.3620896756623 -306.50867537529876 -306.50867537529876 58738.52364580007 58724.46210649982 19.03807981405904 19.168387263519598 19.03807981405904 1.2731958758621023 1.144673518842262 0.04445818283328711 51.8000295 -11.97010076 0.0023741064238782528 19.393966566205023 19.981235918474198 19.51523814857006 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.144673518842262 0.04445818283328711 51.8000295 -11.97010076 0.0023741064238782528 19.393966566205023 19.981235918474198 19.51523814857006 0.99 False False 0.3 0.7 1.5 0.02 8 3 14.061539300251752 0.04445818283328711 1.144673518842262 0.46599776990413844 0.03883918174175349 0.8128486549545997 0.47715833451102085 False 0.035 Inputed -16.93412488130133 -16.80381743184077 """""" """""" """"""
-0.1581169433286935 0.36044897179736013 -9.770259529729719 17.865018878637756 5813.561718374171 162.97288774115245 32 25 25 34.984814800322056 57 True False 2019geo 185.17707583333 -7.287558583333 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 185.17707583333 -7.287558583333 TNS 2019geo ZTF19aavxikq 2019geo SNIa 0.06 -0.04971142787498195 0.3152042419902408 0.03289496342861753 0.12106773504044455 0.3152042419902408 0.5350031511929281 12.63963467922931 12.63963467922931 22.345180121092746 22.345180121092746 58650.16990739992 58634.2134953998 17.420758310891507 17.420758310891507 17.63059489054779 0.7105196000634666 2.7260171857536166 8.596310497488139 185.17483233 -7.28842437 0.011215061625696632 17.51630133841038 18.08329296696186 17.82629294409752 1.0 """""" """""" """""" """""" 2 False True all False False 0 0.7 8.046447427988081 185.17772612 -7.28969861 0.3332880264819177 22.81 23.87475131483078 23.27 0.5 False False 0.3 0.7 1.5 0.02 8 3 15.95641200011596 8.596310497488139 2.7260171857536166 0.25700002286433943 3.1534322462870534 0.6625346560703527 0.19569805354973013 False 0.06 Inputed -19.52490609065001 -19.734742670306293 """""" """""" """"""
-0.21538505615868728 0.22458095479559423 -8.712011905683513 17.638347436075517 5903.2456711675495 120.47433533657109 34 20 20 49.97439819993451 33 True True 2020abcn 171.92537916666666 10.312830555555557 SNIa 0.0383060016 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 171.92537916666666 10.312830555555557 TNS 2020abcn ZTF20acudkao 2020abcn SNIa 0.0383060016 -0.053540508575398604 0.46206795202407847 0.059165137271229185 0.18220709851614814 0.46206795202407847 0.7920531115722227 10.209171729977879 10.209171729977879 39.76522646995663 39.76522646995663 59193.47797450004 59181.49097219994 17.051479807055525 17.051479807055525 17.219290493354155 4.458160742328156 3.0447531330877795 2.090370801584586 171.9248514814075 10.3130906266368 0.0007267871919053315 15.11394593430996 16.09230819383979 15.429719917354584 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.0447531330877795 2.090370801584586 171.9248514814075 10.3130906266368 0.0007267871919053315 15.11394593430996 16.09230819383979 15.429719917354584 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 11.987002300098538 2.090370801584586 3.0447531330877795 0.6625882764852076 0.6865485345488996 -0.9591716132157337 -1.789570575999571 False 0.0383060016 Inputed -18.95065762181176 -19.11846830811039 """""" """""" """"""
-0.1542619045772669 0.36869684557840326 -7.892618687699445 16.41074332524085 3692.3326614799967 538.1025288311446 88 72 72 71.8229513997212 72 True True 2020fhs 240.27616666666663 19.450169444444445 SNIa 0.01438 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 240.27616666666663 19.450169444444445 TNS 2020fhs ZTF20aatzwgk 2020fhs SNIa 0.01438 0.6135857371260336 0.7661650242401912 0.6507049466263695 0.6885011948267632 0.7661650242401912 0.8466595449624847 12.583889805674303 12.583889805674303 59.2390615940469 59.2390615940469 58953.44100689981 58939.43259260012 15.827907319915356 16.791985972577432 15.827907319915356 10.699748635073794 4.131347879551705 12.370526984904165 240.27939567491148 19.448576531091348 0.0009876528436355558 13.313373135478496 14.370617807512282 13.674009255094528 0.925 """""" """""" """""" """""" 4 False True all False False 0 2.0753929211498607 6.24483719485834 240.2776777081175 19.449179993771153 0.004213745166162575 17.027938215453624 20.87525358189106 17.36441437911272 0.5 False False 0.3 0.7 1.5 0.02 8 3 14.008414299692959 12.370526984904165 4.131347879551705 0.6966085524177537 2.994307752714956 -2.42136816506515 -2.1538980648208277 False 0.01438 Inputed -18.201511830607505 -17.237433177945427 """""" """""" """"""
-0.012614215186748517 0.2225428138130743 -7.909004583745549 15.243632996232066 3814.785558334739 306.466479278741 223 69 69 72.90179400006309 799 True False 2020dpw 309.2939583333333 66.1029611111111 SNIIP 0.0048 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 309.2939583333333 66.1029611111111 TNS 2020dpw ZTF20aauhbvu 2020dpw SNIIP 0.0048 0.5714998574022143 0.8412220765631186 0.6357630589927776 0.7021014285554159 0.8412220765631186 0.9893167712838533 111.23194034827324 111.23194034827324 -38.33014634821015 -38.33014634821015 58940.511377300136 58940.49284720002 15.094948418488663 15.654092405254312 15.094948418488663 1.5789950027932074 3.451209935607708 24.134468034292823 309.30976906 66.10494231 0.0008916502393471193 11.801659110832214 15.470790008354186 11.800016926002503 0.8833333333333334 """""" """""" """""" """""" 79 False True all False False 0 0.7 4.30132391534899 309.29213059 66.10389887 0.11693169838995487 22.81 18.944969682502748 20.10168470258713 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.018530100118368864 24.134468034292823 3.451209935607708 3.6707730823516833 6.99304547813406 -0.1833023969001264 -3.2949314924861604 False 0.0048 Inputed -16.546464106508502 -15.98732011974285 """""" """""" """"""
-0.026024105771053897 0.4179359792281511 -13.712015347897488 17.70792881245079 4766.877600046317 194.11970812662642 64 33 33 73.98421300016344 29 True True 2019ltz 6.4327499999999 -20.21696099999 SNII 0.0542 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 6.4327499999999 -20.21696099999 TNS 2019ltz ZTF19abiqfxi 2019ltz SNII 0.0542 0.2552940069623979 0.6266811526718712 0.3410955022098392 0.43146916263766144 0.6266811526718712 0.8425209887011071 72.75252932854934 72.75252932854934 1.2316836716140962 1.2316836716140962 58743.35582179995 58690.415080999956 17.553655137044284 17.787586034461604 17.553655137044284 0.7449576038151047 3.3117581737329225 3.124015106909517 6.431837644046645 -20.21710263177545 0.004543986023985314 17.189678716987373 17.702353972516057 17.389461872205736 0.9899999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.3117581737329225 3.124015106909517 6.431837644046645 -20.21710263177545 0.004543986023985314 17.189678716987373 17.702353972516057 17.389461872205736 0.9899999999999999 False False 0.3 0.7 1.5 0.02 8 3 52.940740799997 3.124015106909517 3.3117581737329225 0.31289210031032155 0.9433101521987679 -0.08523206194554689 -0.16419326483854846 False 0.0542 Inputed -19.378168869056193 -19.144237971638873 """""" """""" """"""
-0.1182846401039735 0.43067735207939806 -11.63341753867445 17.976205366227912 5667.113412262028 172.14213519669707 73 21 21 37.98564810026437 83 True True 2019uyh 308.01390000000004 59.80854166666666 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 308.01390000000004 59.80854166666666 TNS 2019uyh ZTF19acrcupt 2019uyh SNIa 0.06 -0.0057668185011579 0.349331546551813 0.07511317939122364 0.16109915415760412 0.349331546551813 0.5609204716191414 14.496524360938722 14.496524360938722 23.48912373932565 23.48912373932565 58814.102280099876 58795.09410879994 17.761735899092365 17.761735899092365 17.764030779244546 0.3107838991915944 3.4176238052007073 2.471224463935886 308.0129495097555 59.80903435449635 0.002609735879939845 16.478433553142548 17.53258678050995 17.029723723602295 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.4176238052007073 2.471224463935886 308.0129495097555 59.80903435449635 0.002609735879939845 16.478433553142548 17.53258678050995 17.029723723602295 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 19.008171299938112 2.471224463935886 3.4176238052007073 0.5028630569076533 0.7230826459528239 -0.22914911858241638 -0.7343070556422511 False 0.06 Inputed -19.391470201953254 -19.393765082105435 """""" """""" """"""
-0.13030947110452976 0.26927748479106295 -9.556831241196294 18.38551425021573 5732.781388128122 82.71027423555978 57 36 36 46.91531249973923 50 True True 2021nxh 202.30265416666663 25.775780555555556 SNIa 0.072 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 202.30265416666663 25.775780555555556 TNS 2021nxh ZTF21abcxner 2021nxh SNIa 0.072 0.044389915338506114 0.9206806468071065 0.22524990327436356 0.42999092336297906 0.9206806468071065 1.538593598122823 19.467486907264686 19.467486907264686 27.447825592474544 27.447825592474544 59383.2600579001 59364.3041782002 17.986562503995255 17.986562503995255 18.077697479907975 1.3239831698430715 0.9154498216661396 0.5178935891384073 202.30250304489851 25.7758272056987 0.0006102978323577757 18.092414281149505 18.785459603977202 18.424013061183395 1.0 """""" """""" """""" """""" 0 False True all False False 0 0.9154498216661396 0.5178935891384073 202.30250304489851 25.7758272056987 0.0006102978323577757 18.092414281149505 18.785459603977202 18.424013061183395 1.0 False False 0.3 0.7 1.5 0.02 8 3 18.95587969990447 0.5178935891384073 0.9154498216661396 0.36144654279380717 0.5657258070090933 0.7988970999819465 0.3463155812754195 False 0.072 Inputed -19.479612159540284 -19.570747135453004 """""" """""" """"""
-0.17382988953501607 0.24783694138343376 -7.178417487121524 17.905619886928513 5776.461354558574 135.59402287767927 93 59 59 70.75805560033768 41 True True 2020tug 359.8661708333333 17.865213888888892 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 359.8661708333333 17.865213888888892 TNS 2020tug ZTF20acbovrt 2020tug SNIa 0.05 -0.05050240824612828 0.3996658041741128 0.049385583712005854 0.15738920280666235 0.3996658041741128 0.6804511158086406 15.759275746163784 15.759275746163784 54.998779854173904 54.998779854173904 59126.278750000056 59111.36605319986 17.351501989215112 17.351501989215112 17.508358881295898 3.3784456685250777 3.6839262142263425 6.950192599003209 359.8641629381945 17.8649399659167 0.002512176071194805 15.5547547843194 16.246920781900883 15.82040795422554 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 4.664205757849197 359.8674490760255 17.8647683821596 0.0506965660197064 21.46905165329933 21.370095687286852 21.402107888593672 0.425 False False 0.3 0.7 1.5 0.02 8 3 14.91269680019468 6.950192599003209 3.6839262142263425 0.42651282767534227 1.8866264400637058 -1.1045812073142294 -1.6879509270703572 False 0.05 Inputed -19.246179749879378 -19.403036641960163 """""" """""" """"""
-0.15001753224891937 0.4211520254749151 -8.69341277252455 17.946661036049097 5208.233764678867 196.49926845330077 29 14 14 29.074120299890637 42 True True 2020amy 25.848291666666668 13.5087 SNIa 0.044794 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 25.848291666666668 13.5087 TNS 2020amy ZTF20aagyuvy 2020amy SNIa 0.044794 0.07943927685253271 0.40571662224305527 0.1547182778943501 0.23408162648107833 0.40571662224305527 0.5957244750667705 11.123964007076133 11.123964007076133 17.950156292814505 17.950156292814505 58885.141296300106 58871.08832179988 17.7599934382586 17.7648336090247 17.7599934382586 0.48657013484370315 2.149157704637426 2.9110730336694606 25.8488331174754 13.5093137698608 0.0016707458852461832 16.77665657000184 17.21963156704664 16.974158880269528 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.149157704637426 2.9110730336694606 25.8488331174754 13.5093137698608 0.0016707458852461832 16.77665657000184 17.21963156704664 16.974158880269528 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.05297450022772 2.9110730336694606 2.149157704637426 0.24547268677711287 1.3545181106942423 -0.5452020419780581 -0.7858345579890731 False 0.044794 Inputed -18.753111851972573 -18.748271681206475 """""" """""" """"""
-0.1415081712992971 0.2876313439643262 -6.7141700010682 19.219924952574708 5096.204438005441 182.03623905969886 26 14 14 30.914293999783695 55 True True 2021eij 217.38794999999996 10.941577777777779 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 217.38794999999996 10.941577777777779 TNS 2021eij ZTF21aamxduf 2021eij SNIa 0.1 0.10031599228183907 0.460771211631279 0.18297998706670882 0.27047087876715636 0.460771211631279 0.6729935266301013 12.047019303402529 12.047019303402529 18.867274696381166 18.867274696381166 59276.439999999944 59266.484490700066 18.852850681789366 18.852850681789366 18.914809249236903 1.1073924511574806 1.1247559489331342 0.33800976743818956 217.388045532352 10.94157353501605 0.00023670879822512703 16.37567456558466 17.513791950237753 16.734459879460335 0.9400000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.1247559489331342 0.33800976743818956 217.388045532352 10.94157353501605 0.00023670879822512703 16.37567456558466 17.513791950237753 16.734459879460335 0.9400000000000001 False False 0.3 0.7 1.5 0.02 8 3 9.955509299878031 0.33800976743818956 1.1247559489331342 0.7793320707774178 0.3005183193374547 -1.3390587315516136 -2.180349369776568 False 0.1 Inputed -19.368932849234024 -19.43089141668156 """""" """""" """"""
-0.19502959552550692 0.23854502902131422 -7.471895584105921 18.916021874157344 5218.809212981987 201.9721084770822 39 33 33 55.865578699857 49 True True 2019bxa 208.16006041666 33.085519944444 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 208.16006041666 33.085519944444 TNS 2019bxa ZTF19aamhhyo 2019bxa SNIa 0.08 0.06614678747547131 0.3796671939803744 0.13862555099393603 0.21493883118612445 0.3796671939803744 0.5615886973734376 10.773963658922396 10.773963658922396 45.0916150409346 45.0916150409346 58567.277685199864 58556.38043980021 18.495503881895733 18.495503881895733 18.570527626592686 1.0403235016619805 1.1583167843936464 1.5260622854278312 208.1597885518275 33.08587745139815 0.002894835465950374 19.150264521808623 19.808202184519768 19.355416260328294 0.9 """""" """""" """""" """""" 0 False True all False False 0 1.1583167843936464 1.5260622854278312 208.1597885518275 33.08587745139815 0.002894835465950374 19.150264521808623 19.808202184519768 19.355416260328294 0.9 False False 0.3 0.7 1.5 0.02 8 3 10.897245399653912 1.5260622854278312 1.1583167843936464 0.452785924191474 1.317482666217853 1.3126983026240353 0.7848886337356085 False 0.08 Inputed -19.219406395478693 -19.294430140175646 """""" """""" """"""
-0.08181695296614083 0.4003675626282073 -25.50832410264441 18.041002364306113 5054.591164955371 191.64214264396327 33 31 31 62.96443290030584 47 True True 2021pro 352.9591625 25.546241666666667 SNIa 0.068607 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 352.9591625 25.546241666666667 TNS 2021pro ZTF21abfxfqu 2021pro SNIa 0.068607 0.2615711900630764 0.6397222098497153 0.3488524278134051 0.44084115339646246 0.6397222098497153 0.8598772704562982 -7.387877244081844 -7.387877244081844 70.35231014438769 70.35231014438769 59384.36270829989 59377.43031249987 17.99800233088148 18.344300289375138 17.99800233088148 2.49785025414492 3.038408124010826 6.550914389221617 352.9593550261295 25.54443027803425 0.0007086540824373655 14.217986719896793 15.355599765765668 14.63796895475626 0.975 """""" """""" """""" """""" 3 False True all False False 0 0.7 3.3571495004463245 352.960156958998 25.5459875101432 0.21562808052231974 24.264795362877845 21.827330843200684 22.95151807814598 0.0 False False 0.3 0.7 1.5 0.02 8 3 6.93239580001682 6.550914389221617 3.038408124010826 0.717630811009407 2.1560350426440196 -2.98870052360947 -3.3600333761252195 False 0.068607 Inputed -19.45283608443771 -19.106538125944052 """""" """""" """"""
-0.09882822008926954 0.35957462122893696 -24.511829648006366 18.051147137756388 5991.279233434215 139.22024438613155 10 10 10 29.02452539978549 67 True False 2020qiz 76.81545833333332 65.55215 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 76.81545833333332 65.55215 TNS 2020qiz ZTF20abmmkyv 2020qiz SNIa 0.07 0.06762325430590366 0.5448414098513474 0.17413100142590565 0.28885576206015884 0.5448414098513474 0.8396596831512539 -11.15223105646961 -11.15223105646961 40.1767564562551 40.1767564562551 59064.46741899988 59061.45743060019 17.798663326372797 17.798663326372797 17.988110076615296 3.6644316375173958 1.6582828019555256 3.9196155132581505 76.81651264 65.55115248 0.008015840738996527 18.873577508878707 19.585003047561646 18.99082700586319 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.6582828019555256 3.9196155132581505 76.81651264 65.55115248 0.008015840738996527 18.873577508878707 19.585003047561646 18.99082700586319 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 3.0099883996881545 3.9196155132581505 1.6582828019555256 0.5941760416984572 2.363659267668913 1.786339721188849 1.0027169292478924 False 0.07 Inputed -19.5070558749755 -19.696502625218 """""" """""" """"""
-0.13132412136807062 0.312180616943582 -8.427861444255253 17.76298449549543 3403.626734929349 165.80514132465217 47 37 37 39.906874999869615 74 True True 2020hdh 218.16027499999998 31.67099166666667 SNIc 0.012 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 218.16027499999998 31.67099166666667 TNS 2020hdh ZTF20aauwhfa 2020hdh SNIc 0.012 0.8600942589728646 1.4609899297353799 0.9977511516233548 1.1435103612025834 1.4609899297353799 1.8160704033025787 7.4635639044324495 7.4635639044324495 32.44331109543717 32.44331109543717 58961.40916670021 58954.38262729999 17.37808081955112 17.971370814008264 17.37808081955112 2.4015391013828955 5.588948782374253 3.1030767637997085 218.159891102269 31.67019402399445 0.0007805537008107599 13.658149651389122 14.209495995340944 13.899722589844465 1.0 """""" """""" """""" """""" 1 True True all False False 0 3.1785993193763256 0.941305060886814 218.15997823 31.67092403 0.00027586151082492627 13.843577003756165 14.464144094491004 14.01348410640955 1.0 False False 0.3 0.7 1.5 0.02 8 3 7.026539400219917 3.1030767637997085 5.588948782374253 0.3097734054964789 0.5552165325947904 -3.7618748186673194 -3.4783582297066538 False 0.012 Inputed -16.257115828638433 -15.663825834181289 """""" """""" """"""
-0.19055212490754864 0.16412449049106237 -5.818748357466845 18.27954132250427 5122.815948206018 131.9170575584634 41 25 25 68.65302089974284 38 True True 2019nli 32.804024166666 25.582035 SNIa 0.0491 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 32.804024166666 25.582035 TNS 2019nli ZTF19abpgggu 2019nli SNIa 0.0491 0.10326840264125181 0.6239375917065288 0.2188347654008851 0.3437561195153478 0.6239375917065288 0.9487736127434054 15.644000996203742 15.644000996203742 53.0090199035391 53.0090199035391 58718.46358799981 58706.484490700066 17.801898216462476 17.85158163577698 17.801898216462476 5.499590973830676 2.483867495049423 0.6004945971522896 32.80403786536035 25.581868654194253 0.0006756050106968559 15.681220152108668 17.053758033275606 16.153221863160134 0.99 """""" """""" """""" """""" 0 False True all False False 0 2.483867495049423 0.6004945971522896 32.80403786536035 25.581868654194253 0.0006756050106968559 15.681220152108668 17.053758033275606 16.153221863160134 0.99 False False 0.3 0.7 1.5 0.02 8 3 11.979097299743444 0.6004945971522896 2.483867495049423 0.9005361701154726 0.24175790308828096 -0.7978236025013743 -1.648676353302342 False 0.0491 Inputed -18.91273658312453 -18.863053163810026 """""" """""" """"""
-0.14473355698405005 0.18033768293390826 -14.63041784387055 18.764827657505194 3936.0110400409576 186.79960314084613 46 33 33 67.94081009970978 99 True True 2018dfi 252.70866708333 45.397911 SNII 0.031302 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 252.70866708333 45.397911 TNS 2018dfi ZTF18abffyqp 2018dfi SNII 0.031302 0.61308025929997 1.083722099922003 0.7218222506628322 0.836339612685709 1.083722099922003 1.3574093543231314 12.17190278375808 12.17190278375808 55.7689073159517 55.7689073159517 58334.16504629981 58319.197743100114 18.214939394456334 18.700218597228037 18.214939394456334 3.0419256770278333 7.142827814449484 22.17610455552588 252.70203504874848 45.40194349502465 0.0020120210529886995 12.74281195073247 14.21016535295248 13.128160809755325 0.9916666666666667 """""" """""" """""" """""" 20 False True all False False 0 0.7 0.4997650743588006 252.708494634876 45.397843108386 0.014116875914151561 22.885017766891718 23.364585416269303 23.208941766340732 0.5 False False 0.3 0.7 1.5 0.02 8 3 14.96730319969356 22.17610455552588 7.142827814449484 1.0820045431971543 3.1046673854667244 -4.490053244275558 -5.086778584701008 False 0.031302 Inputed -17.51281152670632 -17.027532323934615 """""" """""" """"""
-0.0368618566712135 0.5376584283698352 -36.4567947178268 18.79911295202308 5467.973968559824 214.2722948112772 33 23 23 74.86119209975004 36 True False 2018hse 57.526167083333 -11.003411 SLSN-II 0.13 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 57.526167083333 -11.003411 TNS 2018hse ZTF18acbvhfl 2018hse SLSN-II 0.13 0.1952793907338375 0.5160661091677099 0.26989429689108846 0.3481413659444037 0.5160661091677099 0.700179666494197 49.256388146435 49.256388146435 25.604803953315038 25.604803953315038 58466.27469909983 58397.3954977002 18.442820405529933 18.442820405529933 18.695482967082505 0.852911791232597 2.052321045663581 2.3526825979198716 57.5266818 -11.0029965 0.0028732344194635218 17.735312919080258 18.561799489784242 18.044193245637416 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.052321045663581 2.3526825979198716 57.5266818 -11.0029965 0.0028732344194635218 17.735312919080258 18.561799489784242 18.044193245637416 1.0 False False 0.3 0.7 1.5 0.02 8 3 68.87920139962807 2.3526825979198716 2.052321045663581 0.5176062441468261 1.1463521279435958 0.1189790842543097 -0.6512897214450888 False 0.13 Inputed -20.17100028873989 -20.423662850292462 """""" """""" """"""
-0.09154244533858545 0.3029764691925301 -8.249559393051877 18.567898090521314 3562.9316427460844 85.83211029064707 107 36 36 30.038807900156826 22 True False 2020obn 225.33802916666664 65.50427222222223 SNIb 0.031288 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 225.33802916666664 65.50427222222223 TNS 2020obn ZTF20abjpvce 2020obn SNIb 0.031288 0.8590759671673673 2.154338576275798 1.1321573490360137 1.436896245422517 2.154338576275798 3.040448479037167 23.835509216601523 23.835509216601523 6.2032986835553015 6.2032986835553015 59055.2489120001 59036.20806710003 18.28732220334876 19.05438355522555 18.28732220334876 0.3962053346877855 5.330955512215153 13.83638029795485 225.33095305 65.50178964 0.0021090897075741744 13.889878800678254 14.650667050337791 14.126628156471252 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 5.330955512215153 13.83638029795485 225.33095305 65.50178964 0.0021090897075741744 13.889878800678254 14.650667050337791 14.126628156471252 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 19.040844900067896 13.83638029795485 5.330955512215153 0.524038893866539 2.5954784777795807 -4.403716504887758 -4.160694046877509 False 0.031288 Inputed -17.439449789527202 -16.672388437650415 """""" """""" """"""
-0.14650403971592232 0.32311983496618535 -8.619702422268762 18.88900769199804 5881.828697156994 203.87147001899848 43 20 20 48.97894679987803 34 True True 2020abaf 152.56932916666665 7.955638888888889 SNIa 0.083038 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 152.56932916666665 7.955638888888889 TNS 2020abaf ZTF20actvlbq 2020abaf SNIa 0.083038 -0.08732579548916064 0.1880859937993229 -0.023772580195274173 0.043223517342550366 0.1880859937993229 0.3483852134271608 14.051624195252035 14.051624195252035 34.927322604626 34.927322604626 59194.44335650001 59179.483298600186 18.48766059898331 18.48766059898331 18.626707319311013 0.40095506520320556 1.3786025187090527 1.4306404486827673 152.56970581967948 7.95550185977118 0.0009616779222132443 17.401030237986447 18.005387638555767 17.673847023934126 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.3786025187090527 1.4306404486827673 152.56970581967948 7.95550185977118 0.0009616779222132443 17.401030237986447 18.005387638555767 17.673847023934126 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 14.96005789982155 1.4306404486827673 1.3786025187090527 0.3315406146216411 1.03774686994076 -0.48227296042754375 -0.9528602953768868 False 0.083038 Inputed -19.2455980053545 -19.3846447256822 """""" """""" """"""
-0.10541920652515176 0.38153296899990813 -10.96772851641855 18.30461929162809 5646.53321926841 106.0133554240972 36 28 28 32.99644679995254 44 True True 2020gct 129.64216249999996 33.83112777777778 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 129.64216249999996 33.83112777777778 TNS 2020gct ZTF20aaurucm 2020gct SNIa 0.09 0.04870343179524639 0.6970320996967985 0.1882843091430786 0.34213819658882727 0.6970320996967985 1.1231255640516835 6.20244152836438 6.20244152836438 26.794005271588155 26.794005271588155 58962.205902799964 58954.17598380009 18.04362503236594 18.04362503236594 18.08534738669209 2.5291798419724594 0.748685805133839 0.358959881799042 129.6421580594165 33.8310281349531 0.001202759040124457 19.542705795947313 20.10723113124609 19.786074979513884 0.825 """""" """""" """""" """""" 0 False True all False False 0 0.748685805133839 0.358959881799042 129.6421580594165 33.8310281349531 0.001202759040124457 19.542705795947313 20.10723113124609 19.786074979513884 0.825 False False 0.3 0.7 1.5 0.02 8 3 8.029918999876827 0.358959881799042 0.748685805133839 0.3211561517322039 0.47945330249031826 2.063606098880147 1.7007275928217958 False 0.09 Inputed -19.965037258487147 -20.006759612813294 """""" """""" """"""
-0.07588700480835314 0.37876337492671114 -2.917134062451766 18.7286234886739 5676.783170706487 86.47500497606799 39 31 31 46.75493049994111 63 True True 2019xdx 120.79165 20.44771111111111 SNIa 0.086 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 120.79165 20.44771111111111 TNS 2019xdx ZTF19acxxwiz 2019xdx SNIa 0.086 -0.0528429580889167 0.7181224392038956 0.10706040087048052 0.2875515613967181 0.7181224392038956 1.2566941983070166 12.871086832512647 12.871086832512647 33.883843667428465 33.883843667428465 58838.43628469994 58835.441342600156 18.473899545966585 18.51485668487817 18.473899545966585 1.146209936579834 1.826300268669053 42.15672297280578 120.79873778 20.43806639 0.011555684441051484 13.805803300714492 23.64 23.27 1.0 """""" """""" """""" """""" 25 False True all False False 0 0.7 0.18400973506042048 120.79170343 20.44772142 0.04188577493699108 24.47033323376179 23.64 23.309159541237353 0.45 False False 0.3 0.7 1.5 0.02 8 3 2.994942099787295 42.15672297280578 1.826300268669053 0.370000000000001 23.08312805732006 5.125143315121832 4.7961004540334145 False 0.086 Inputed -19.475903893683977 -19.434946754772394 """""" """""" """"""
-0.15044822798314197 0.26270322084834496 -7.425654831479907 18.574671670140724 6001.502936375208 138.2283236935371 55 35 35 72.88300930010155 58 True True 2020adlp 121.75644999999999 39.707661111111115 SNIa 0.07848 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 121.75644999999999 39.707661111111115 TNS 2020adlp ZTF20acyvbhj 2020adlp SNIa 0.07848 -0.09825123660701252 0.32514834363324496 -0.004208442394407541 0.09741062442543225 0.32514834363324496 0.5887315364424595 16.387444153206943 16.387444153206943 56.495565146894606 56.495565146894606 59218.3231366002 59203.39502310008 17.943148305875944 17.943148305875944 18.209456586817208 1.8746734590948884 2.977896435818609 10.234651850514044 121.75361370244701 39.7058387092229 0.013392760271025872 17.35322966618061 18.172387599298954 17.54710368121028 0.96 """""" """""" """""" """""" 2 False True all False False 0 0.7 9.466196154339318 121.753176172785 39.7084167434868 0.32116524750668485 22.3332313662529 23.687757962408067 25.616763189337252 0.5 False False 0.3 0.7 1.5 0.02 8 3 14.928113500121981 10.234651850514044 2.977896435818609 0.6252839180886731 3.4368729978014123 0.22923929342301008 -0.6623529056069266 False 0.07848 Inputed -19.53809941773384 -19.804407698675103 """""" """""" """"""
-0.349045253586312 0.38694991338287366 -2.110574240160182 17.97559741699788 6347.092740763068 275.29765467516637 35 17 17 23.96752310032025 53 True False 2021fxa 104.11673333333333 48.42648888888888 SNIbn 0.052 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 104.11673333333333 48.42648888888888 TNS 2021fxa ZTF21aapdumx 2021fxa SNIbn 0.052 -0.21883272781580843 -0.04290696076856193 -0.1774668738923566 -0.1343919560941771 -0.04290696076856193 0.05604525157561113 2.586764754574157 2.586764754574157 21.38075834574609 21.38075834574609 59292.17652780004 59290.19935189979 17.430149574225837 17.430149574225837 17.69213893171242 3.486414808849923 3.157902337156427 5.374792162183892 104.11672555 48.4249959 0.0018641087746699148 15.687902900600433 16.315258310699463 15.925850963950158 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.157902337156427 5.374792162183892 104.11672555 48.4249959 0.0018641087746699148 15.687902900600433 16.315258310699463 15.925850963950158 1.0 False False 0.3 0.7 1.5 0.02 8 3 1.977175900246948 5.374792162183892 3.157902337156427 0.3894073467493051 1.7020134216765206 -1.1148912635263741 -1.7662879677622634 False 0.052 Inputed -19.148587745122455 -19.41057710260904 """""" """""" """"""
-0.017029095561440576 0.20673681167395297 9.950671339914077 19.889173195228995 4092.285412979419 305.523240774606 60 36 36 73.94598379964009 52 True True 2021jmm 149.2327083333333 45.95097222222223 SNIIn 0.19 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 149.2327083333333 45.95097222222223 TNS 2021jmm ZTF21aanuxvd 2021jmm SNIIn 0.19 0.33745353471790196 0.5760160313749338 0.3942112724639948 0.4528584857813982 0.5760160313749338 0.7073310381397775 136.51430903849536 136.51430903849536 -62.568325238855266 -62.568325238855266 59298.29828700004 59264.30026620021 19.419887023799582 20.075094629829433 19.419887023799582 0.438605344038871 1.007335921165578 2.7006932552582814 149.2334010789605 45.95039706841685 0.04620760755744657 22.31342027105838 22.52407498800874 22.014519639315008 0.67 """""" """""" """""" """""" 0 False True all False False 0 1.007335921165578 2.7006932552582814 149.2334010789605 45.95039706841685 0.04620760755744657 22.31342027105838 22.52407498800874 22.014519639315008 0.67 False False 0.3 0.7 1.5 0.02 8 3 33.998020799830556 2.7006932552582814 1.007335921165578 0.5095553486937305 2.6810254638128432 2.4489803581793055 2.594632615515426 False 0.19 Inputed -20.293802508370415 -19.638594902340564 """""" """""" """"""
-0.13274633217577864 0.3737281542477757 -11.811999477858558 18.6323240774442 5778.255559884903 155.98113072970497 18 14 14 35.926643499638885 74 True False 2020nje 251.19212499999998 -1.3243888888888888 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 251.19212499999998 -1.3243888888888888 TNS 2020nje ZTF20abgaovd 2020nje SNIa 0.1 -0.02089256947754592 0.37145978546842073 0.06758816147819502 0.1622626803592695 0.37145978546842073 0.6093900948620501 13.496219070012486 13.496219070012486 22.4304244296264 22.4304244296264 59033.209560200106 59015.31568290014 18.17742987357322 18.17742987357322 18.4589385801282 1.5987795501289261 2.9695113906112924 2.003783707006973 251.1916374 -1.32465756 0.0014597580900949092 16.10281030139923 17.32769255170822 16.558001638746262 0.95 """""" """""" """""" """""" 0 False True all False False 0 2.9695113906112924 2.003783707006973 251.1916374 -1.32465756 0.0014597580900949092 16.10281030139923 17.32769255170822 16.558001638746262 0.95 False False 0.3 0.7 1.5 0.02 8 3 17.893877299968153 2.003783707006973 2.9695113906112924 0.7696909129619591 0.674785661150295 -0.8497373218649997 -1.9009369413819392 False 0.1 Inputed -19.824803518342726 -20.106312224897707 """""" """""" """"""
-0.016162355937296487 0.5033304148639348 -31.03770299955283 16.784710910587805 4171.548380647754 240.1090278405693 24 22 22 66.97924769995734 123 True True 2019dts 338.52566708333 5.571339 SNII 0.015 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 338.52566708333 5.571339 TNS 2019dts ZTF19aawlkjx 2019dts SNII 0.015 0.5989297447728426 0.9541492615336011 0.6824533051786581 0.7694197700546468 0.9541492615336011 1.154103539341527 11.438062217166792 11.438062217166792 55.54118548279055 55.54118548279055 58635.399965300225 58635.399965300225 16.75031253138398 17.31469569042887 16.75031253138398 1.1974242612542971 5.864816897519389 10.007024037995112 338.528279900364 5.570356953788075 0.0002624533466957235 11.474588806548118 12.550833409228325 11.823704299769402 0.475 """""" """""" """""" """""" 3 False True all False False 0 0.742908878506271 2.1412557098836316 338.525092379758 5.57117588095539 0.0070436918280997185 20.487503463525773 20.37901892357826 20.42272527141571 0.36000000000000004 False False 0.3 0.7 1.5 0.02 8 3 0.0 10.007024037995112 5.864816897519389 0.7271291094589234 1.7062807267227271 -4.763862281200545 -4.926608231614578 False 0.015 Inputed -17.371114802260596 -16.806731643215706 """""" """""" """"""
-0.13866471456850693 0.34151247713578703 -17.95621274119363 18.513909033467215 5090.058753293942 173.74095310557405 25 25 25 39.066863500047475 42 True True 2020lsr 352.0257416666666 1.0262166666666666 SNIa 0.0587 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 352.0257416666666 1.0262166666666666 TNS 2020lsr ZTF20abgbvgl 2020lsr SNIa 0.0587 0.2028319757390875 0.6093935433751128 0.29582906386574237 0.39441780814724225 0.6093935433751128 0.8499485332291385 -10.130538615128318 -10.130538615128318 49.19740211517579 49.19740211517579 59018.465138900094 59018.38744209986 18.58915979111074 18.60422127764621 18.58915979111074 0.9209617592989934 2.601379779078651 2.9323221257725667 352.0249498384715 1.0264081732641301 0.007004737616009615 18.297660255112646 18.876009706573484 18.55862625205755 0.925 """""" """""" """""" """""" 0 False True all False False 0 2.601379779078651 2.9323221257725667 352.0249498384715 1.0264081732641301 0.007004737616009615 18.297660255112646 18.876009706573484 18.55862625205755 0.925 False False 0.3 0.7 1.5 0.02 8 3 0.0776968002319336 2.9323221257725667 2.601379779078651 0.31738345451593375 1.1272180053660323 0.2717884289272732 -0.030533539053188008 False 0.0587 Inputed -18.518125275020015 -18.503063788484543 """""" """""" """"""
-0.16749508831273224 0.27205716339349495 -6.040476048507132 19.13495540799271 5690.7046819762745 139.36248546525485 40 21 21 36.04020839976147 48 True True 2021qyh 215.89986666666664 14.119763888888889 SNIa 0.0875 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 215.89986666666664 14.119763888888889 TNS 2021qyh ZTF21abhuoyz 2021qyh SNIa 0.0875 -0.04350583776400896 0.3950451750199626 0.05413478131925942 0.1594780557365958 0.3950451750199626 0.6669906428268533 5.841745897965517 5.841745897965517 30.19846250179595 30.19846250179595 59394.30368060013 59390.19328700006 18.555241203287675 18.651976529644383 18.555241203287675 1.1777371268782164 2.513954938811661 0.8730896678883019 215.899643448657 14.1198732383487 0.0016875583530739924 16.834933949905633 17.636165294528006 17.142577239805462 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.513954938811661 0.8730896678883019 215.899643448657 14.1198732383487 0.0016875583530739924 16.834933949905633 17.636165294528006 17.142577239805462 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 4.110393600072712 0.8730896678883019 2.513954938811661 0.49358805472254375 0.34729726233717173 -1.0158112351163773 -1.4126639634822133 False 0.0875 Inputed -19.43281031016528 -19.336074983808572 """""" """""" """"""
-0.1370865177431527 0.26156446931619426 -6.704374927020413 18.55469831704697 4377.435069762621 134.4558431503208 62 43 43 48.99092589970678 64 True False 2020kwk 231.92232499999997 69.82875 SNIa 0.052 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 231.92232499999997 69.82875 TNS 2020kwk ZTF18abhbqbh 2020kwk SNIa 0.052 0.3633595475306315 0.9618365839633825 0.4970631372903185 0.6409625023923411 0.9618365839633825 1.3314414125097755 15.085082831115319 15.085082831115319 33.905843068591466 33.905843068591466 59004.27408559993 58992.26731480006 18.092201892569506 18.50076213671546 18.092201892569506 2.3599440127329467 2.2605144158341433 0.29579476310201513 231.92246215 69.82881719 0.0004981214021573255 15.541495490258932 16.31859633846283 15.872340203642846 0.97 """""" """""" """""" """""" 0 False True all False False 0 2.2605144158341433 0.29579476310201513 231.92246215 69.82881719 0.0004981214021573255 15.541495490258932 16.31859633846283 15.872340203642846 0.97 False False 0.3 0.7 1.5 0.02 8 3 12.006770799867809 0.29579476310201513 2.2605144158341433 0.4462561348199827 0.13085285412473918 -2.1821657982526297 -2.2198616889266596 False 0.052 Inputed -18.74852478426537 -18.339964540119418 """""" """""" """"""
-0.1469793771191225 0.3222974951619233 -5.898446552762671 19.295139250617773 5400.332665246344 82.55405875089644 36 17 17 35.97851849999279 65 True True 2020aciz 150.84057499999997 2.8388666666666666 SNIa 0.124 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 150.84057499999997 2.8388666666666666 TNS 2020aciz ZTF20acwombm 2020aciz SNIa 0.124 0.06652264083341919 0.958655036953413 0.2507195452094422 0.4591812248328466 0.958655036953413 1.5875535870528807 10.773612223960217 10.773612223960217 25.20490627603257 25.20490627603257 59203.41174770007 59194.44335650001 18.983229367068848 18.983229367068848 19.07355404051835 1.3419700183645147 0.8854969315819223 0.3440750180433991 150.840542278839 2.8389564820277853 0.0005230397005141496 18.029402382768392 19.488184839468 18.60476395321846 0.8571428571428571 """""" """""" """""" """""" 0 False True all False False 0 0.8854969315819223 0.3440750180433991 150.840542278839 2.8389564820277853 0.0005230397005141496 18.029402382768392 19.488184839468 18.60476395321846 0.8571428571428571 False False 0.3 0.7 1.5 0.02 8 3 8.968391200061888 0.3440750180433991 0.8854969315819223 0.8834208862495423 0.38856714887618643 0.5049554723991534 -0.46879008729989025 False 0.124 Inputed -19.68779648054355 -19.77812115399305 """""" """""" """"""
-0.09797779244271848 0.372548491539291 -4.3878842779515335 18.878797765658476 8078.624496764766 302.80553144284454 147 89 89 68.9795601000078 53 True True 2021mhg 4.928749999999999 29.316861111111113 TDE 0.073 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 4.928749999999999 29.316861111111113 TNS 2021mhg ZTF21abaxaqq 2021mhg TDE 0.073 -0.4480936629618597 -0.3265894327071486 -0.4194686128021914 -0.3897005463436045 -0.3265894327071486 -0.2584649597858544 17.678711480030458 17.678711480030458 51.300848619977344 51.300848619977344 59357.47282409994 59345.483900499996 18.620489001114255 18.625952642782888 18.620489001114255 0.39107732866261036 0.6479817181469232 0.11087043574107501 4.928720078168491 29.316877475989997 0.0003883986454781274 18.498755558912755 19.505640006244185 18.815149778336284 0.45499999999999996 """""" """""" """""" """""" 0 False True all False False 0 0.6479817181469232 0.11087043574107501 4.928720078168491 29.316877475989997 0.0003883986454781274 18.498755558912755 19.505640006244185 18.815149778336284 0.45499999999999996 False False 0.3 0.7 1.5 0.02 8 3 11.988923599943519 0.11087043574107501 0.6479817181469232 0.690490227907901 0.17110117868469907 0.8796873634612972 0.19466077722202968 False 0.073 Inputed -18.967256325381165 -18.96179268371253 """""" """""" """"""
-0.23729896257121796 0.15777305033653505 -6.864759163167626 18.791171707262173 5361.44448447675 89.34189746772954 72 70 70 52.006215299945325 59 True False 2020njr 11.178924999999998 46.74698055555556 SNIa 0.066 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 11.178924999999998 46.74698055555556 TNS 2020njr ZTF20abhrmxh 2020njr SNIa 0.066 0.08463772427592531 0.9033628836242897 0.25624772397348394 0.4486274665937877 0.9033628836242897 1.4664086342660596 6.89180234746492 6.89180234746492 45.11441295248041 45.11441295248041 59030.36056709988 59024.38574070018 18.1786740075849 18.1786740075849 18.201230125388545 1.6701074547308772 2.5054350152057663 9.322623241884452 11.18268577 46.74672489 0.0025816758433440112 15.47498979153633 16.55441248254776 15.830524922227859 0.6699999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.5054350152057663 9.322623241884452 11.18268577 46.74672489 0.0025816758433440112 15.47498979153633 16.55441248254776 15.830524922227859 0.6699999999999999 False False 0.3 0.7 1.5 0.02 8 3 5.974826399702579 9.322623241884452 2.5054350152057663 0.723887560319902 3.720959907283328 -1.624261525037138 -2.3707052031606857 False 0.066 Inputed -19.164207751240045 -19.18676386904369 """""" """""" """"""
-0.17545641115187993 0.1196562295316215 -13.00981924306155 18.866457143047207 5610.104556018545 119.36131747569587 22 22 22 65.98228000011295 69 True True 2019hbs 320.59019958333 -12.81362255555 SNIa 0.056 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 320.59019958333 -12.81362255555 TNS 2019hbs ZTF19aaxibby 2019hbs SNIa 0.056 0.06571970478774958 0.6357435248917866 0.19055903448727562 0.3266692748657647 0.6357435248917866 0.9996334933473037 17.06805200408649 17.06805200408649 48.91422799602646 48.91422799602646 58653.37628469989 58635.39903939981 18.09516035028356 18.09516035028356 18.257787186950896 1.8259937223560838 1.1927466311900319 4.9496810513858795 320.591563427816 -12.813273560432751 0.0012453115882411492 16.24020112326145 17.52259892804623 16.66538355846405 0.8499999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.1927466311900319 4.9496810513858795 320.591563427816 -12.813273560432751 0.0012453115882411492 16.24020112326145 17.52259892804623 16.66538355846405 0.8499999999999999 False False 0.3 0.7 1.5 0.02 8 3 17.977245300076902 4.9496810513858795 1.1927466311900319 0.8572153695821783 4.149817674561331 -0.5725614222373316 -1.5924036284868457 False 0.056 Inputed -18.745890377839707 -18.908517214507043 """""" """""" """"""
-0.15929218902772113 0.28713492091548143 -18.195613706032617 18.240280197586713 5397.170717466797 269.07498817504586 12 12 12 49.93953710002825 50 True True 2019hlx 353.08774124999 -0.552998805555 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 353.08774124999 -0.552998805555 TNS 2019hlx ZTF19aayrjnf 2019hlx SNIa 0.07 0.06190722534908488 0.2904931676960629 0.11578893295048687 0.17180573086039885 0.2904931676960629 0.4184839717266229 -10.36219090240769 -10.36219090240769 60.30172800243594 60.30172800243594 58644.44475689996 58644.44475689996 18.1220003517004 18.1220003517004 18.73458475591277 4.242195419307173 1.2322175240432784 2.1398693383990053 353.08715563225553 -0.553100809816294 0.0019467576875272785 18.19958777805209 19.090241049956084 18.577024242126942 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.2322175240432784 2.1398693383990053 353.08715563225553 -0.553100809816294 0.0019467576875272785 18.19958777805209 19.090241049956084 18.577024242126942 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 0.0 2.1398693383990053 1.2322175240432784 0.5132168078291421 1.7366003133744168 0.9682406982556842 -0.15756051378582825 False 0.07 Inputed -18.760581195678025 -19.373165599890395 """""" """""" """"""
-0.1834442710007584 0.2127810018206886 -4.041759468703349 17.546510782998155 5892.183626071498 121.74851940076559 22 15 15 70.9200578997843 42 True False 2019dzo 193.90828833333 -16.75023363888 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 193.90828833333 -16.75023363888 TNS 2019dzo ZTF19aartuli 2019dzo SNIa 0.05 -0.10092129768216651 0.3890350874922177 0.00617575922005642 0.12309810583010616 0.3890350874922177 0.7025299592779 13.438525808377246 13.438525808377246 57.48153209140705 57.48153209140705 58607.296875 58598.25234950008 17.04473903128471 17.04473903128471 17.23644767056327 4.278793234791104 2.7179683015749525 2.242136215646973 193.90888175 -16.7504886 0.0010980336460253426 15.895914829623699 16.709722684049606 16.336537444710732 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.7179683015749525 2.242136215646973 193.90888175 -16.7504886 0.0010980336460253426 15.895914829623699 16.709722684049606 16.336537444710732 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.044525499921292 2.242136215646973 2.7179683015749525 0.3731852393388735 0.824930965658336 -0.3350163472351042 -0.8999102258525369 False 0.05 Inputed -19.518090960612007 -19.709799599890566 """""" """""" """"""
-0.030710257295683593 0.31890206506282087 -7.467301185435055 19.075459921301658 6468.840692334047 305.0396326852667 38 22 22 61.92126150010154 48 True False 2019szu 2.55475 -19.69235 SLSN-I 0.213 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 2.55475 -19.69235 TNS 2019szu ZTF19acfwynw 2019szu SLSN-I 0.213 -0.22126960309023502 -0.06413668145831863 -0.18410260848990134 -0.14555019723588813 -0.06413668145831863 0.023280318170623815 57.76898426293449 57.76898426293449 4.152277237167048 4.152277237167048 58803.20719909994 58775.185555600096 18.581861161816143 18.581861161816143 18.836403572043867 0.6444972675827975 0.6805392449737664 0.20426884071608248 2.55473088 -19.69229619 0.006878867006672951 22.136833367311954 22.467699008131028 21.684032631474732 0.5666666666666665 """""" """""" """""" """""" 0 False True all False False 0 0.6805392449737664 0.20426884071608248 2.55473088 -19.69229619 0.006878867006672951 22.136833367311954 22.467699008131028 21.684032631474732 0.5666666666666665 False False 0.3 0.7 1.5 0.02 8 3 28.021643499843776 0.20426884071608248 0.6805392449737664 0.7836663766562957 0.300157327038438 3.8858378463148853 2.847629059430865 False 0.213 Inputed -21.13334110797109 -21.387883518198816 """""" """""" """"""
-0.11239970460207807 0.4181248279640646 -5.724600652078461 17.587976642764218 5672.015812474406 72.6022761895663 82 35 35 32.99525459995493 44 True True 2021qvg 200.087875 48.72428055555556 SNIa 0.055 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 200.087875 48.72428055555556 TNS 2021qvg ZTF21abhshmt 2021qvg SNIa 0.055 0.008353040255414612 1.0164945613504628 0.2106632341720598 0.4437554376517916 1.0164945613504628 1.7601371285042973 19.035996042750728 19.035996042750728 13.959258557204205 13.959258557204205 59403.20431709988 59386.201527799945 17.26975145448841 17.355015944286382 17.26975145448841 0.5618243585590645 1.4943135568250634 1.7241131595021582 200.08842101708848 48.724596186126746 0.005758814084208863 19.483202123586835 20.22843732631624 19.773257325814665 0.9850000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.4943135568250634 1.7241131595021582 200.08842101708848 48.724596186126746 0.005758814084208863 19.483202123586835 20.22843732631624 19.773257325814665 0.9850000000000001 False False 0.3 0.7 1.5 0.02 8 3 17.002789299935102 1.7241131595021582 1.4943135568250634 0.45518000050157426 1.1537827195821908 2.873421382029857 2.5035058713262544 False 0.055 Inputed -19.69429445219651 -19.609029962398537 """""" """""" """"""
-0.1649047360549312 0.18584539631363137 -12.33935058582541 18.441246130461817 4247.431663793147 158.6043622041139 41 23 23 65.87540510017425 38 True True 2019mrz 347.48854166666 -1.316346972222 SNII 0.026 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 347.48854166666 -1.316346972222 TNS 2019mrz ZTF19ablfdwt 2019mrz SNII 0.026 0.4669286975683917 0.9916170338112984 0.5863093544804947 0.7132887452271177 0.9916170338112984 1.3053170189868943 17.846510033949407 17.846510033949407 48.02889506622484 48.02889506622484 58714.37840279983 58694.397465299815 17.9438417165796 18.27140213707073 17.9438417165796 3.416371441814308 3.6224677010427295 4.6960618471228175 347.4877534520665 -1.315307421598145 0.004172318211808634 16.643827953648568 17.240042348649503 16.83077938454032 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 3.3203980135212063 347.487937998866 -1.31564949450309 0.07252527266964792 22.748097339417935 23.16853866900444 22.417018469305038 0.45 False False 0.3 0.7 1.5 0.02 8 3 19.980937500018626 4.6960618471228175 3.6224677010427295 0.40926296410918184 1.2963709367984297 -1.031359788421227 -1.1130623320392772 False 0.026 Inputed -17.378053709627736 -17.050493289136604 """""" """""" """"""
-0.10121213738927244 0.30115949279812926 -28.844797950060602 17.34666540818198 5056.310301401617 208.11865717721315 30 23 23 64.76982640009373 98 True False 2020eth 255.32233333333332 2.9115805555555556 SNIa 0.048 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 255.32233333333332 2.9115805555555556 TNS 2020eth ZTF20aatuwib 2020eth SNIa 0.048 0.2699876632333442 0.6170521434382792 0.3506096235441767 0.43522624641109786 0.6170521434382792 0.816754373469216 -14.030151244276702 -14.030151244276702 78.79997764437044 78.79997764437044 58939.461967600044 58936.504745400045 17.138053042347114 17.138053042347114 17.31919870700209 5.571940917825424 4.206224222450469 9.3461086960807 255.3249189 2.91131215 0.003954555602172172 15.583495217227936 16.0988484167099 15.72412186937332 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 5.1536284808884885 255.32248846 2.9101574 0.07269215719302125 21.715771186733246 23.64 24.482292103624342 0.5 False False 0.3 0.7 1.5 0.02 8 3 2.957222199998796 9.3461086960807 4.206224222450469 0.3747265473365786 2.2219711080061795 -1.0392046256372147 -1.5950768376287705 False 0.048 Inputed -19.345669638016815 -19.526815302671793 """""" """""" """"""
-0.17502759539924023 0.18786836583340172 -8.710632054411668 18.749013881279783 5492.846710691479 127.78837705410362 55 43 43 59.910451400093734 31 True True 2021fwy 196.67241249999998 9.33175 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 196.67241249999998 9.33175 TNS 2021fwy ZTF21aapjcqb 2021fwy SNIa 0.07 0.03791340665355136 0.5537731698532617 0.15180624094149664 0.2753437742060534 0.5537731698532617 0.8784731284921037 13.84268882107378 13.84268882107378 46.067762579019956 46.067762579019956 59303.35843749996 59290.35797449993 18.21964816122369 18.21964816122369 18.28129731008725 1.3307483087339427 1.7367969214337806 2.460636883281449 196.6719898320905 9.33120848823628 0.0016364482831573435 17.27171316966057 18.033310791014433 17.575787545945644 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.7367969214337806 2.460636883281449 196.6719898320905 9.33120848823628 0.0016364482831573435 17.27171316966057 18.033310791014433 17.575787545945644 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.00046300003305 2.460636883281449 1.7367969214337806 0.4575232450687885 1.4167671838398443 -0.18633737020925878 -0.7055097641416062 False 0.07 Inputed -19.213868641503545 -19.275517790367104 """""" """""" """"""
-0.09987512775435083 0.3803391877058527 -13.254684486646173 18.88540806131725 4045.8951808139727 133.44719557398562 27 15 15 45.981134300120175 40 True True 2019fco 158.01966374999 46.917663555555 SNIIb 0.04058 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 158.01966374999 46.917663555555 TNS 2019fco ZTF19aaugupw 2019fco SNIIb 0.04058 0.6001970510956731 1.283198060080828 0.7530452093543545 0.9173465179750728 1.283198060080828 1.7040696186796218 22.404968255373092 22.404968255373092 23.576166044747083 23.576166044747083 58634.177615699824 58608.19696759991 18.733714276821413 19.09374193469372 18.733714276821413 0.754032512588166 2.9062898016288625 3.958400352695268 158.018054018202 46.91767176229925 0.0042841236094449675 17.21867685304195 17.71328329984963 17.421060907450318 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.9062898016288625 3.958400352695268 158.018054018202 46.91767176229925 0.0042841236094449675 17.21867685304195 17.71328329984963 17.421060907450318 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 25.980648099910468 3.958400352695268 2.9062898016288625 0.29222239239931014 1.3620115758850815 -1.3804586348440928 -1.3126533693710947 False 0.04058 Inputed -17.562655049719144 -17.202627391846836 """""" """""" """"""
-0.1634983885981273 0.22426980122028714 -7.50410142087107 18.90665907857127 5675.560024520045 189.8891281167599 16 11 11 51.92109959991649 58 True False 2019dxp 217.55402208333 -5.699781277777 SNIa 0.081 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 217.55402208333 -5.699781277777 TNS 2019dxp ZTF19aapvogv 2019dxp SNIa 0.081 -0.04502396893042615 0.2635128072423001 0.025813255779166155 0.10073427063683482 0.2635128072423001 0.4447438324342805 14.646016488107906 14.646016488107906 37.275083111808584 37.275083111808584 58597.295300900005 58584.28842590004 18.372115085738486 18.372115085738486 18.538902380649766 1.1580931060870772 0.9795600991639538 0.36684892171586936 217.55401221 -5.69967985 0.007824850446798037 21.332337737345696 21.41796246995926 21.366627540040017 0.9500000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.9795600991639538 0.36684892171586936 217.55401221 -5.69967985 0.007824850446798037 21.332337737345696 21.41796246995926 21.366627540040017 0.9500000000000001 False False 0.3 0.7 1.5 0.02 8 3 13.006874999962747 0.36684892171586936 0.9795600991639538 0.05133492991924271 0.3745037410455691 3.0458473842207745 2.8277251593902513 False 0.081 Inputed -19.278480977999553 -19.445268272910834 """""" """""" """"""
-0.08375216370601436 0.3334250864794446 -14.475620046435056 18.674275946390217 3483.9243369103488 208.13362453852451 15 8 8 34.007083400152624 56 True False 2020dr 41.328660416666 -17.70514125 SNIc 0.0257 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 41.328660416666 -17.70514125 TNS 2020dr ZTF20aaezgkg 2020dr SNIc 0.0257 0.8499208611218059 1.3153310646689285 0.9584618647802401 1.0720745228170188 1.3153310646689285 1.5814153785832126 -1.3394146106954867 -1.3394146106954867 35.34649801084811 35.34649801084811 58861.12732640002 58861.105254599825 18.47723939498111 19.44081357681944 18.47723939498111 5.014547693813973 2.560236544508251 2.4471974772337926 41.32848526 -17.70580023 0.00017522735320329996 13.573502062422037 15.240376657211781 16.633402799117565 1.0 """""" """""" """""" """""" 1 False True all False False 0 1.1195241477890254 0.744936704294377 41.32876723 -17.70496107 0.002272952065801248 19.257405877119304 16.468783571350574 20.00990786551237 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.02207180019468069 2.4471974772337926 2.560236544508251 -1.3930261419057839 0.9558481939815564 -4.200436919607659 -1.843836595863543 False 0.0257 Inputed -16.81929186086636 -15.855717679028029 """""" """""" """"""
-0.17707432769546344 0.17790995947701665 -9.249581428299226 17.24718357370665 5836.965759931605 112.14660765330936 82 49 49 73.93013880029321 59 True True 2021vpv 335.5216166666666 19.87667777777778 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 335.5216166666666 19.87667777777778 TNS 2021vpv ZTF21abqsysj 2021vpv SNIa 0.04 -0.025363131585432797 0.5484158706054991 0.09892452215772352 0.23539834251274172 0.5484158706054991 0.9214077616127838 16.572044355276088 16.572044355276088 57.358094445017116 57.358094445017116 59446.42497690022 59430.35336809978 16.552969908300817 16.552969908300817 16.687781476744103 7.7812682463476115 2.8221697369083416 6.188974367611635 335.521088567698 19.8750319171013 0.0026900307163417736 16.14490908367634 16.800481068429946 16.366830520033837 1.0 """""" """""" """""" """""" 1 False True all False False 0 4.250708222895144 4.385901409933351 335.5213303 19.87548961 0.0036380614543198853 16.193246717739104 16.763930416679383 16.39232751677036 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.071608800441027 6.188974367611635 2.8221697369083416 0.43365054839610906 2.1929844568426256 0.24751116012912888 -0.3209509567102664 False 0.04 Inputed -19.577023410737315 -19.7118349791806 """""" """""" """"""
-0.08437402104792115 0.38446995557690855 -12.926437106885965 18.388847533206942 4170.693448370122 182.92954814207894 99 31 31 74.93663199990988 61 True False 2020urc 34.546162499999994 37.09719722222223 SNIIb 0.026728 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 34.546162499999994 37.09719722222223 TNS 2020urc ZTF20acgiglu 2020urc SNIIb 0.026728 0.4874036911540003 0.9396025564955401 0.5916120268941221 0.7015443535258612 0.9396025564955401 1.203765609333601 24.393289044536136 24.393289044536136 50.543342955373745 50.543342955373745 59150.27944440022 59124.288912000135 18.033255386960942 18.45823136058844 18.033255386960942 7.67459227311495 1.303780158639729 10.403360240420996 34.54269852 37.0963503 0.0012402726426664623 14.474418176865578 19.79092665874958 19.05059631601572 1.0 """""" """""" """""" """""" 6 False True all False False 0 8.836628706740882 3.7974862698080787 34.54572331 37.09620223 0.0014824486210454069 13.335291138708591 14.398977082586288 13.628460001885891 1.0 False False 0.3 0.7 1.5 0.02 8 3 25.990532400086522 10.403360240420996 1.303780158639729 0.7403303427338592 7.979382238241083 1.3326952981611413 1.0173409290547788 False 0.026728 Inputed -17.349000773589154 -16.924024799961657 """""" """""" """"""
-0.031110308509599102 0.6469031787731659 7.583400891381599 16.998698847906667 6338.711346130997 149.9081391023127 104 59 59 73.79980330029503 81 True False 2020uqx 326.827 32.09581111111111 SNII 0.017 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 326.827 32.09581111111111 TNS 2020uqx ZTF20acgided 2020uqx SNII 0.017 -0.28035051300716063 0.044702201374427375 -0.20786574229663302 -0.12974326790586943 0.044702201374427375 0.2456496756933042 25.509139084232444 25.509139084232444 48.29066421606258 48.29066421606258 59127.22629630007 59123.30101849977 16.564487859513477 16.564487859513477 16.91967105531223 6.16028823835936 3.54582777245961 13.595511064454163 326.82288379 32.09436122 0.012372600284384694 16.56798257379532 18.533886204338074 18.88677543401718 0.79 """""" """""" """""" """""" 6 False True all False False 0 0.7 3.5304339641627185 326.82806828 32.09543337 0.05332486038465534 22.191727359580995 23.364785226631163 22.038791364383698 0.95 False False 0.3 0.7 1.5 0.02 8 3 3.9252778002992272 13.595511064454163 3.54582777245961 -0.3528892296791071 3.8342276999605813 1.9693983448245973 1.9671043787049527 False 0.017 Inputed -17.47465816963246 -17.82984136543121 """""" """""" """"""
-0.30532509188358203 0.9295636812979285 0.02040305490251254 15.714066663127575 6680.194018230463 46.60380416361885 24 9 9 13.121817199978977 64 True False 2018gxm 98.378145416666 59.313277805555 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 98.378145416666 59.313277805555 TNS 2018gxm ZTF18abztcib 2018gxm CV 0.0 -0.282776294082586 1.1737704523625965 -0.029708702956906308 0.2890996940541406 1.1737704523625965 2.4983131888889645 1.4851789640144426 1.4851789640144426 11.636638235964535 11.636638235964535 58799.53432870004 58798.30877309991 15.47047981011457 15.47047981011457 15.735787701354917 47.06841291123922 0.7 0.1650167009241848 98.37820823 59.31331057 0.003980221856117683 21.351831880044937 21.77982267239094 21.707264179229735 0.025 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.1650167009241848 98.37820823 59.31331057 0.003980221856117683 21.351831880044937 21.77982267239094 21.707264179229735 0.025 False False 0.3 0.7 1.5 0.02 8 3 1.2255556001327932 0.1650167009241848 0.7 0.07255849316120333 0.23573814417740688 6.3093428622763685 5.971476477874818 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.15110421230881277 0.43155447541655245 -6.988918276281313 17.8428809321633 4986.877504791592 92.36309609610757 29 16 16 28.053020799998194 53 True True 2019jwp 189.27432916666 41.692044388888 SNIa 0.0487 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 189.27432916666 41.692044388888 TNS 2019jwp ZTF19abcndvf 2019jwp SNIa 0.0487 0.19157500821750162 1.034734125770612 0.369824528865184 0.568540467376117 1.034734125770612 1.606992084840332 10.573060832397028 10.573060832397028 17.479959967601168 17.479959967601168 58677.19623839995 58665.1957291998 17.704631663661612 17.766832462094484 17.704631663661612 0.8732394778753457 1.0213666432415347 0.3883467119145572 189.27428098568203 41.6921460864257 0.00018322513345936375 16.275035914497376 17.156058695816995 16.59917454130769 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.0213666432415347 0.3883467119145572 189.27428098568203 41.6921460864257 0.00018322513345936375 16.275035914497376 17.156058695816995 16.59917454130769 0.99 False False 0.3 0.7 1.5 0.02 8 3 12.00050920015201 0.3883467119145572 1.0213666432415347 0.5568841545093051 0.3802226306138728 -0.6107737662774895 -1.105457122353922 False 0.0487 Inputed -18.992035140145994 -18.92983434171312 """""" """""" """"""
-0.035158817542896334 0.35931046187425864 -12.9402256383768 18.608739881304647 2901.5891860506117 239.56878049433902 14 13 13 52.852117999922484 28 True True 2019mqv 42.907663333333 -16.66080213888 SNII 0.031 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 42.907663333333 -16.66080213888 TNS 2019mqv ZTF19abmtpvz 2019mqv SNII 0.031 1.2503886276894747 1.7175826923632762 1.3604848708645427 1.4749469680214844 1.7175826923632762 1.9795751244398723 16.211605012865824 16.211605012865824 36.64051298705666 36.64051298705666 58698.50060189981 58698.46148149995 18.349470595356717 19.618039479378183 18.349470595356717 0.4168097367126838 2.4511394928655825 4.768572131419721 42.90629537 -16.6606096 0.0007913430833955681 15.067072891312838 19.502955412459375 15.910780066984891 0.5 """""" """""" """""" """""" 0 False True all False False 0 2.4511394928655825 4.768572131419721 42.90629537 -16.6606096 0.0007913430833955681 15.067072891312838 19.502955412459375 15.910780066984891 0.5 False False 0.3 0.7 1.5 0.02 8 3 0.03912039985880256 4.768572131419721 2.4511394928655825 3.592175345474484 1.9454511443756595 -0.11508406691880779 -2.4386905283718256 False 0.031 Inputed -17.3570663548989 -16.088497470877435 """""" """""" """"""
-0.0717795515164706 0.4606453099422591 -4.361775543235275 18.673175577023933 5324.481745165889 120.0288828936752 86 63 63 57.85993060003966 38 True False 2021ftu 184.31816666666666 -13.513013888888889 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 184.31816666666666 -13.513013888888889 TNS 2021ftu ZTF21aaphzsw 2021ftu SNIa 0.08 0.0369449751915738 0.5916709859109055 0.15843782985322008 0.2908997352556639 0.5916709859109055 0.9457083199366778 16.428698829195042 16.428698829195042 41.43123177084462 41.43123177084462 59300.32148149982 59290.329722200055 18.215903347251608 18.215903347251608 18.423598958553843 1.0397947901909663 2.919320039549306 4.270059834256871 184.31920068 -13.51364325 0.005718785486249822 17.525559523308278 18.26108828611374 17.92669664332867 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.919320039549306 4.270059834256871 184.31920068 -13.51364325 0.005718785486249822 17.525559523308278 18.26108828611374 17.92669664332867 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.991759299766272 4.270059834256871 2.919320039549306 0.3343916427850715 1.4626898649029576 0.04518493886213193 -0.49690231522517436 False 0.08 Inputed -19.366335063517536 -19.57403067481977 """""" """""" """"""
-0.10143845483841343 0.4013068089720868 -7.477258611570496 17.875360170220045 4766.556201201242 69.9051908846736 49 23 23 39.00012730015442 65 True True 2020bpf 103.84787499999 27.721968999999 SNIb 0.02723 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 103.84787499999 27.721968999999 TNS 2020bpf ZTF20aalcyih 2020bpf SNIb 0.02723 0.31544392097043783 1.6042923616778886 0.5743453211509433 0.8722155972407855 1.6042923616778886 2.557571973289459 23.494218737354018 23.494218737354018 15.505908562800398 15.505908562800398 58898.16408560006 58876.19342589984 17.724373594041428 17.9046242435842 17.724373594041428 1.3766312758447237 1.3082262267206761 3.1759832984369814 103.84881134006301 27.72166685304995 0.004737493863914977 18.76191861533642 18.53545377924919 19.022223307335377 0.8928571428571429 """""" """""" """""" """""" 1 False True all False False 0 4.828274594524586 0.46912722350603125 103.8479343441855 27.72184974458625 0.014623411355729976 18.003502135088443 20.173377119922637 18.068432743918898 0.4555555555555555 False False 0.3 0.7 1.5 0.02 8 3 21.970659700222313 3.1759832984369814 1.3082262267206761 -0.4867695280861888 2.427701901679652 0.63082953566499 1.2978497132939495 False 0.02723 Inputed -17.698560535310268 -17.518309885767497 """""" """""" """"""
-0.05812225260573479 0.44832275639422664 -30.903150843028378 18.60184936806489 6206.891209748308 463.6647627917448 41 41 41 64.95408570021391 56 True True 2020nej 39.32333333333333 7.293319444444444 SNIa 0.02168 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 39.32333333333333 7.293319444444444 TNS 2020nej ZTF20abnnftk 2020nej SNIa 0.02168 -0.12385073222543852 -0.013357945942903626 -0.09719284617463586 -0.06989882120035773 -0.013357945942903626 0.04586173393828474 -17.100487807577135 -17.100487807577135 82.05457350779105 82.05457350779105 59054.420925899874 59054.420925899874 18.39394933854711 18.814406044906107 18.39394933854711 1.9998556920237451 3.304955725955563 41.44368660074011 39.3117432516292 7.29392302341635 0.043077498371088985 15.580396371631622 18.379181283760072 16.494069366559984 0.8800000000000001 """""" """""" """""" """""" 26 False True all False False 0 0.9632453342790678 8.373702870227325 39.32101969 7.29369857 0.20090929941884683 21.89738624739647 23.64 25.124772509717943 0.825 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.0 0.0 0.0 0.0 4.825593955093893 4.87605066145289 True 0.02168 Inputed -16.531016215534105 -16.110559509175108 """""" """""" """"""
-0.20301081087032444 0.11731005926287386 -13.692415762604796 17.770508255605662 5172.550223618433 106.2329600610033 71 41 41 74.98664350016043 48 True False 2021ars 102.44189583333332 50.43704444444444 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 102.44189583333332 50.43704444444444 TNS 2021ars ZTF21aafgljq 2021ars SNIa 0.05 0.21774869360523041 0.9414631750611377 0.3742298725557376 0.5462097623019737 0.9414631750611377 1.4142899856272635 16.846973602533414 16.846973602533414 58.139669897627016 58.139669897627016 59251.22158560017 59231.23796299985 17.22235084054309 17.275570721562445 17.22235084054309 5.316813621781663 4.993562469793152 4.6334720503162545 102.43988033 50.43713726 0.0015325825390617442 14.684218169856072 15.584902243328095 14.979787009477615 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.993562469793152 4.6334720503162545 102.43988033 50.43713726 0.0015325825390617442 14.684218169856072 15.584902243328095 14.979787009477615 1.0 False False 0.3 0.7 1.5 0.02 8 3 19.983622600324452 4.6334720503162545 4.993562469793152 0.6051152338504799 0.9278890728502664 -1.6906684782343504 -2.2425638310654747 False 0.05 Inputed -19.532187790632186 -19.47896790961283 """""" """""" """"""
-0.21428240021581055 0.18203931709217766 -11.848772632268123 17.39927531508167 5445.682969991309 177.20533119003633 40 25 25 74.92087960010394 60 True True 2019fcx 237.84866916666 61.0801225 SNIa 0.036665 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 237.84866916666 61.0801225 TNS 2019fcx ZTF19aaupkrl 2019fcx SNIa 0.036665 0.048178667009274534 0.4060795813343283 0.1299933215952862 0.2167674028850186 0.4060795813343283 0.6179899313871857 13.108391259168855 13.108391259168855 61.81248834093509 61.81248834093509 58633.26476849988 58616.25754630007 16.859881130963206 16.859881130963206 16.968729765000358 11.744478957273694 4.071535234813019 1.7806936523302652 237.84911578696 61.0805674937734 0.0005340882623460219 14.028624439504743 14.884553831166029 14.314203864289523 0.975 """""" """""" """""" """""" 0 False True all False False 0 4.071535234813019 1.7806936523302652 237.84911578696 61.0805674937734 0.0005340882623460219 14.028624439504743 14.884553831166029 14.314203864289523 0.975 False False 0.3 0.7 1.5 0.02 8 3 17.00722219981253 1.7806936523302652 4.071535234813019 0.5703499668765062 0.43735189544836195 -1.9753272997971774 -2.6545259007108353 False 0.036665 Inputed -19.10527605836451 -19.21412469240166 """""" """""" """"""
-0.13793058575267148 0.35032181778446425 -11.739132165546064 19.02232322568849 5323.3222948615185 184.14741807344413 12 8 8 27.026087999809533 53 True False 2018ita 16.96575 -15.680639 SNIa 0.0993 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 16.96575 -15.680639 TNS 2018ita ZTF18abupgps 2018ita SNIa 0.0993 0.07605957329075963 0.42588665215914645 0.1563349651083179 0.24126486898352795 0.42588665215914645 0.6316137148198351 14.9013426143254 14.9013426143254 12.124745385484132 12.124745385484132 58448.269814800005 58429.23391199997 18.85802107683511 19.05418906680029 18.85802107683511 0.8700075706803212 1.2520104756738222 0.9506570293537026 16.96547653 -15.68065927 0.000581315850164188 17.128377870291473 18.2145969910264 17.48258313419819 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.2520104756738222 0.9506570293537026 16.96547653 -15.68065927 0.000581315850164188 17.128377870291473 18.2145969910264 17.48258313419819 1.0 False False 0.3 0.7 1.5 0.02 8 3 19.035902800038457 0.9506570293537026 1.2520104756738222 0.7320138568282104 0.7593043731060368 -0.83959207577389 -1.3754379426369212 False 0.0993 Inputed -19.410151157567082 -19.213983167601903 """""" """""" """"""
-0.0074644817249754705 0.3012464659243236 -17.94568623437141 18.850953617521 3964.9106442142383 272.2188553219479 25 21 21 61.937523199710995 26 True True 2018eam 240.49145874999 29.414910611111 SNIIP 0.034 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 240.49145874999 29.414910611111 TNS 2018eam ZTF18abfzixe 2018eam SNIIP 0.034 0.5744438358358721 0.8810154286085741 0.647045317856918 0.7222886830729145 0.8810154286085741 1.0512822762898608 158.87815476681962 158.87815476681962 -96.94063156710862 -96.94063156710862 58327.27494210005 58311.18918980006 18.66302806080127 19.390959657722927 18.66302806080127 0.6684434996746985 1.0723197021472235 0.2703338909026897 240.491372996307 29.41490292968395 0.0010760002392505852 18.503245829042196 18.792508571286202 18.618108631640673 0.9550000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.0723197021472235 0.2703338909026897 240.491372996307 29.41490292968395 0.0010760002392505852 18.503245829042196 18.792508571286202 18.618108631640673 0.9550000000000001 False False 0.3 0.7 1.5 0.02 8 3 16.08575229998678 0.2703338909026897 1.0723197021472235 0.1743999396455287 0.25210195276778974 -0.5984510864367252 -0.04491942916059699 False 0.034 Inputed -17.24569897648276 -16.517767379561104 """""" """""" """"""
-0.16600573664890728 0.36132921180150135 -1.1878174094389364 19.49439890171846 5715.047005755888 139.49534817688732 53 18 18 26.99630789970979 59 True True 2020yep 28.63766666666666 -2.9184916666666667 SNIa 0.13 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 28.63766666666666 -2.9184916666666667 TNS 2020yep ZTF20ackpivo 2020yep SNIa 0.13 -0.09361570233683736 0.3269677718859363 -8.671014780503583e-05 0.10089929549688037 0.3269677718859363 0.5882618409468741 8.99452622506657 8.99452622506657 18.00178167464322 18.00178167464322 59146.33598379977 59142.28575230017 19.015767055240737 19.015767055240737 19.29482168230833 0.7983837694539072 0.6265919394103948 0.564371358630226 28.6378224 -2.918472 0.010679806178528817 22.72195189564228 23.400434853041173 23.093518016266824 0.4 """""" """""" """""" """""" 0 False True all False False 0 0.6265919394103948 0.564371358630226 28.6378224 -2.918472 0.010679806178528817 22.72195189564228 23.400434853041173 23.093518016266824 0.4 False False 0.3 0.7 1.5 0.02 8 3 4.05023149959743 0.564371358630226 0.6265919394103948 0.30691683677434867 0.9006999980901181 4.384667797800436 3.7986963339584925 False 0.13 Inputed -19.571661573514064 -19.850716200581658 """""" """""" """"""
-0.13011831644858132 0.26486543917706823 -7.753314900777085 19.097686001766412 5602.802151841228 72.67937609036775 27 22 22 41.99298610026017 59 True True 2021vri 35.75713749999999 -0.4193888888888889 SNIa 0.102 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 35.75713749999999 -0.4193888888888889 TNS 2021vri ZTF21abqvyyz 2021vri SNIa 0.102 0.06427423063817983 1.1117853004107978 0.27497496890354256 0.517347729795766 1.1117853004107978 1.88231962106871 15.493963204594554 15.493963204594554 26.499022895665615 26.499022895665615 59442.48049770016 59429.443414399866 18.709801210994307 18.709801210994307 18.831471342950312 1.5396056077238984 0.8222679775519528 0.7044204165337876 35.7570033520522 -0.419246435542964 0.008520682716857464 21.729288259357215 22.26062193299532 21.895564474164246 0.8 """""" """""" """""" """""" 0 False True all False False 0 0.8222679775519528 0.7044204165337876 35.7570033520522 -0.419246435542964 0.008520682716857464 21.729288259357215 22.26062193299532 21.895564474164246 0.8 False False 0.3 0.7 1.5 0.02 8 3 13.037083300296217 0.7044204165337876 0.8222679775519528 0.36505745883107465 0.856679860780886 3.5508207220010135 3.0640931312139337 False 0.102 Inputed -19.49617165357163 -19.617841785527634 """""" """""" """"""
-0.14581608318519876 0.2899978566244089 -5.2208910345344695 19.381891616972222 5228.847098980452 142.62197559422833 25 13 13 25.960173700004816 41 True False 2021tiv 322.3481708333333 -16.23621111111111 SNIc 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 322.3481708333333 -16.23621111111111 TNS 2021tiv ZTF21abltdts 2021tiv SNIc 0.08 0.06285682315088792 0.5254412543102944 0.16636777265927094 0.2776780714951528 0.5254412543102944 0.8099113625021381 13.290285420511319 13.290285420511319 12.669888279493497 12.669888279493497 59414.39936339995 59404.3775231 19.046829664378034 19.046829664378034 19.114694967808546 1.1099561435031895 0.9495452037667738 1.5006326328308852 322.34850019 -16.23593952 0.008142930649363334 20.87379560918808 21.250421287798883 20.989898440623282 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 0.6663043317775155 322.34810859 -16.23603594 0.012133496197135996 22.57359510999918 22.828020408630373 22.73229777007103 0.1 False False 0.3 0.7 1.5 0.02 8 3 10.021840299945325 1.5006326328308852 0.9495452037667738 0.2605228471756007 1.5803698727327455 2.2035916234208486 1.8752034728147358 False 0.08 Inputed -18.675239054262832 -18.743104357693344 """""" """""" """"""
-0.0006741683593783124 0.45569824125097935 -10.24380395620781 17.381221694392735 4235.023461003771 531.4422125973764 111 40 40 72.88357640011236 60 True True 2019vsi 206.47904166666663 23.061980555555557 SNIb 0.028 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 206.47904166666663 23.061980555555557 TNS 2019vsi ZTF19acxpuql 2019vsi SNIb 0.028 0.36767104998335753 0.5033763848932935 0.40064888488328165 0.43425292708587904 0.5033763848932935 0.5751165620159142 1165.5218144111316 1165.5218144111316 -1092.6382380110192 -1092.6382380110192 58838.54971060017 58828.552893499844 17.185275611098273 17.488535264816086 17.185275611098273 4.332964505897656 3.901100603090807 6.1221066959961865 206.479707977007 23.06356679386655 0.0012100299304994566 14.648013244452477 15.546491037239432 14.963387785416842 1.0 """""" """""" """""" """""" 2 False True all False False 0 0.7 0.8619225380035472 206.479089239742 23.0622159433868 0.04962176333153612 24.298258109072446 22.01627534240842 22.647255776587723 0.15000000000000002 False False 0.3 0.7 1.5 0.02 8 3 9.996817100327462 6.1221066959961865 3.901100603090807 0.5831032518225907 1.5693280740172904 -1.9420442275766536 -2.2218878256814314 False 0.028 Inputed -18.298627141893984 -17.99536748817617 """""" """""" """"""
-0.16977930737440602 0.4183565216585296 -10.485956302163839 18.931962316000515 5385.470877301501 201.81904550091687 11 5 5 27.971226800233126 32 True False 2020rcl 355.36236249999996 -15.607725 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 355.36236249999996 -15.607725 TNS 2020rcl ZTF20abpubll 2020rcl SNIa 0.09 0.04285779412324331 0.351365247817764 0.11414824171851734 0.18923084828779935 0.351365247817764 0.5305041891696121 9.620151962424982 9.620151962424982 18.35107483780814 18.35107483780814 59076.37585650012 59061.40241899993 18.891911040828592 18.941239823305835 18.891911040828592 1.4072930666188241 3.6489720987949656 3.52485749565447 355.36317735 -15.60831047 0.003351959085915013 16.521647658586502 17.28250952436924 16.88431631679535 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.6489720987949656 3.52485749565447 355.36317735 -15.60831047 0.003351959085915013 16.521647658586502 17.28250952436924 16.88431631679535 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.973437500186265 3.52485749565447 3.6489720987949656 0.39819320757388965 0.9659864203452025 -1.6587302989365966 -2.0075947240332432 False 0.09 Inputed -19.158473604350643 -19.1091448218734 """""" """""" """"""
-0.009769205468488586 0.2987842287670687 -1.1598331969783233 19.023836848423727 4522.137110325283 251.07619864114596 51 25 25 74.99181720009074 41 True True 2018iaw 143.86589249999 52.632220888888 SLSN-II 0.206 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 143.86589249999 52.632220888888 TNS 2018iaw ZTF18abxbmqh 2018iaw SLSN-II 0.206 0.2338456134183673 0.510491669338343 0.29890166362211446 0.36663878216583967 0.510491669338343 0.6661062896717667 175.44635955637477 175.44635955637477 -100.45454235628404 -100.45454235628404 58425.47083330015 58372.52194439992 18.860971502428484 19.155185342220616 18.860971502428484 0.38929541668063344 0.8500022595818907 8.663997000272913 143.86526778 52.62984428 0.2793853127515167 22.324689885020256 23.937118869638443 23.24921419159174 0.325 """""" """""" """""" """""" 0 False True all False False 0 0.8500022595818907 8.663997000272913 143.86526778 52.62984428 0.2793853127515167 22.324689885020256 23.937118869638443 23.24921419159174 0.325 False False 0.3 0.7 1.5 0.02 8 3 52.94888890022412 0.0 0.0 0.0 0.0 4.484814657779385 4.409028497571516 True 0.206 Inputed -21.033852357475215 -20.739638517683083 """""" """""" """"""
-0.07648456118573509 0.2314026040569962 -25.32463498402088 18.163144706580184 4358.359283317772 160.12184565903442 108 77 77 71.81254630023614 33 True False 2019qvt 47.256417083333 24.043939 SNIb 0.0535 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 47.256417083333 24.043939 TNS 2019qvt ZTF19abztknu 2019qvt SNIb 0.0535 0.5698341477202504 1.116945341646172 0.6945403799356455 0.8270256501019944 1.116945341646172 1.4430731816270281 27.68760401872754 27.68760401872754 44.124942281508595 44.124942281508595 58781.31741899997 58747.4410184999 17.737419180052377 18.02839662095393 17.737419180052377 1.7877113986864104 1.3765236837574364 1.1344462579078272 47.25633224 24.04424445 0.0011294555220784375 17.72410567178726 18.214148733997344 17.900303157186507 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.3765236837574364 1.1344462579078272 47.25633224 24.04424445 0.0011294555220784375 17.72410567178726 18.214148733997344 17.900303157186507 1.0 False False 0.3 0.7 1.5 0.02 8 3 33.876400500070304 1.1344462579078272 1.3765236837574364 0.3138455768108379 0.8241385682599945 0.18575211304341366 0.16288397713412905 False 0.0535 Inputed -19.165822364224162 -18.87484492332261 """""" """""" """"""
-0.17960211097186696 0.2927107165994872 -9.656003638608315 18.630141191019113 5752.071028369138 174.7547022083443 44 18 18 37.00694450037554 58 True False 2020ypf 281.18007499999993 61.568286111111114 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 281.18007499999993 61.568286111111114 TNS 2020ypf ZTF20acoaqpm 2020ypf SNIa 0.08 -0.04195349768963297 0.2974416229474848 0.035402387515198086 0.11760609550360002 0.2974416229474848 0.499412782347445 10.249890794149557 10.249890794149557 26.75705370622598 26.75705370622598 59164.15974539984 59151.09436339978 18.318791656998282 18.349115067169027 18.318791656998282 1.20798709374494 0.9052262957923 2.5891818872065833 281.17986314 61.56899822 0.000549736481946006 16.62016209537983 17.7120748708725 16.983743838596343 0.6 """""" """""" """""" """""" 0 False True all False False 0 0.9052262957923 2.5891818872065833 281.17986314 61.56899822 0.000549736481946006 16.62016209537983 17.7120748708725 16.983743838596343 0.6 False False 0.3 0.7 1.5 0.02 8 3 13.06538200005889 2.5891818872065833 0.9052262957923 0.7283310322761558 2.8602592514619785 -0.6370401962965282 -1.3350478184019394 False 0.08 Inputed -19.471142365073096 -19.44081895490235 """""" """""" """"""
-0.20807590724143654 0.41015392298754005 -7.609316366209676 17.47145468434791 7097.4232596660895 210.03300746308165 7 6 6 11.02024309989065 182 True False 2016ewr 275.65857083333 12.438261694444 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 275.65857083333 12.438261694444 TNS 2016ewr ZTF18abnvuya 2016ewr CV 0.0 -0.30738701793808687 -0.0916932667264625 -0.2577227642296265 -0.20529560890243914 -0.0916932667264625 0.03435626930390612 -3.326154612254091 -3.326154612254091 14.34639771214474 14.34639771214474 58785.10958330007 58785.10958330007 17.04648236986503 17.04648236986503 17.61422596328387 5.9931931334033255 0.7 0.09348472651197423 275.6585925 12.43827675 0.008426821769894732 22.354217126178742 22.583896076202393 22.75325200891495 0.05 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.09348472651197423 275.6585925 12.43827675 0.008426821769894732 22.354217126178742 22.583896076202393 22.75325200891495 0.05 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.09348472651197423 0.7 -0.16935593271255556 0.13354960930282034 5.5374137063373645 5.139026045631077 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.18320080010026454 0.21887833809794666 -5.011776865677812 18.664711216812492 4019.7850988285227 61.814302497913744 34 19 19 23.043831099756062 71 True True 2021jvp 215.195575 -19.786136111111112 SNIa 0.044 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 215.195575 -19.786136111111112 TNS 2021jvp ZTF21aawihwx 2021jvp SNIa 0.044 0.5771808593610217 2.3127467517407823 0.9176416049739409 1.3148670249682546 2.3127467517407823 3.648442055809195 9.281301613457842 9.281301613457842 13.76252948629822 13.76252948629822 59328.272407399956 59322.272083300166 18.366181614955487 18.732214593356268 18.366181614955487 1.7136535625925864 3.0985307174186425 36.405965774672254 215.198614769624 -19.79583596719285 0.009072467941138695 13.844038562264442 14.968947576231956 14.193242700910567 0.9 """""" """""" """""" """""" 28 False True all False False 0 0.7171650136778366 9.253252286057787 215.1947434619795 -19.783687753184452 0.08479330093361026 20.44890666936159 22.317329603385925 21.055362238807678 0.49000000000000005 False False 0.3 0.7 1.5 0.02 8 3 6.000324099790305 36.405965774672254 3.0985307174186425 0.7757048753213898 11.749428711489983 -3.7632670171243117 -4.17293891404492 False 0.044 Inputed -18.107675636510876 -17.741642658110095 """""" """""" """"""
-0.17799685104932236 0.21885871631959042 -6.945099845698232 18.486355391303377 5739.477715086937 228.8538240744033 30 13 13 51.91872680000961 70 True True 2019vrm 5.076254166666666 -5.306941666666667 SNIa 0.068 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 5.076254166666666 -5.306941666666667 TNS 2019vrm ZTF19aculczm 2019vrm SNIa 0.068 -0.07136417684030505 0.174399346079408 -0.014140762942968621 0.04583038378682147 0.174399346079408 0.3151348821335631 10.567342809461904 10.567342809461904 41.3513839905477 41.3513839905477 58820.14729169989 58811.170555599965 17.945195614315267 17.945195614315267 18.215318146281515 2.7996744301443943 1.7393796534121384 0.23625406634834875 5.0763014122220795 -5.306987424088815 0.0015371077262519295 17.714457078691723 18.216634784550667 17.960160160895587 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.7393796534121384 0.23625406634834875 5.0763014122220795 -5.306987424088815 0.0015371077262519295 17.714457078691723 18.216634784550667 17.960160160895587 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 8.976736099924892 0.23625406634834875 1.7393796534121384 0.25647462365508034 0.13582662409836146 0.2714391702354 -0.25515798538592804 False 0.068 Inputed -19.215925855687534 -19.48604838765378 """""" """""" """"""
-0.025773107908809365 0.6241745016622964 -33.431335188322834 17.592920636046948 4604.550572560479 252.04657749682906 46 46 46 70.01334489975125 43 True True 2020ras 136.40220833333333 61.96168055555556 SNII 0.02563 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 136.40220833333333 61.96168055555556 TNS 2020ras ZTF20abxyifx 2020ras SNII 0.02563 0.42002197356267956 0.7272660172609449 0.49239855657981124 0.5676702710488684 0.7272660172609449 0.8995800104593776 -11.109094246023364 -11.109094246023364 81.1224391457746 81.1224391457746 59128.49339119997 59124.45863430016 17.626959933210827 17.943349288099085 17.626959933210827 1.1921132961159562 3.3904994542387343 8.312483943802226 136.39799389175698 61.9604944349542 0.00401434097664366 16.021423737921715 16.669788278126717 16.245734480543135 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.3904994542387343 8.312483943802226 136.39799389175698 61.9604944349542 0.00401434097664366 16.021423737921715 16.669788278126717 16.245734480543135 1.0 False False 0.3 0.7 1.5 0.02 8 3 4.0347568998113275 8.312483943802226 3.3904994542387343 0.4240537975835821 2.4516989476019897 -1.2735610099723687 -1.3812254526676924 False 0.02563 Inputed -17.663610675244854 -17.347221320356596 """""" """""" """"""
-0.16776674303053984 0.2461638862735411 -7.141524526083875 18.429916530347498 6228.722952537289 145.33950826763717 78 36 36 65.92709490004927 68 True False 2020npk 267.29324999999994 31.759719444444446 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 267.29324999999994 31.759719444444446 TNS 2020npk ZTF20abhmnom 2020npk SNIa 0.07 -0.14923537578004442 0.23312307041462788 -0.06393521082240383 0.027977182092243424 0.23312307041462788 0.4693286297261885 12.17119898776458 12.17119898776458 53.75589591228469 53.75589591228469 59035.21515050018 59024.25782410009 17.731685188739995 17.731685188739995 18.002279147701987 1.6813214250420447 1.0484691223131422 0.5764983626132806 267.29308462 31.75964282 0.003358502690291365 19.98678941028118 20.72717618498802 20.19729333999157 0.7 """""" """""" """""" """""" 0 False True all False False 0 1.0484691223131422 0.5764983626132806 267.29308462 31.75964282 0.003358502690291365 19.98678941028118 20.72717618498802 20.19729333999157 0.7 False False 0.3 0.7 1.5 0.02 8 3 10.957326400093734 0.5764983626132806 1.0484691223131422 0.5298828449964503 0.5498477259315034 2.9954909962480265 2.195014192289584 False 0.07 Inputed -19.49288680388881 -19.7634807628508 """""" """""" """"""
-0.04049435630024893 0.2933187130158861 -24.435496184851573 18.01785762466605 4811.950592142663 160.66213308581678 142 88 88 70.87186340009794 55 True True 2020nqo 347.86667916666664 25.362919444444447 SNII 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 347.86667916666664 25.362919444444447 TNS 2020nqo ZTF20abjaapj 2020nqo SNII 0.03 0.3765536253008328 0.8689168433599903 0.4886122715168142 0.60778596307307 0.8689168433599903 1.1630551855033815 33.89207796520523 33.89207796520523 36.979785434892705 36.979785434892705 59056.494328700006 59028.45481480006 17.765798056506156 17.850540706714025 17.765798056506156 2.0873764763058413 0.7055032653738617 3.325796509584065 347.865694500736 25.363168042482 0.015065820576939726 20.633916073036193 21.667260263204575 21.062924564857482 0.7699999999999999 """""" """""" """""" """""" 0 False True all False False 0 0.7055032653738617 3.325796509584065 347.865694500736 25.363168042482 0.015065820576939726 20.633916073036193 21.667260263204575 21.062924564857482 0.7699999999999999 False False 0.3 0.7 1.5 0.02 8 3 28.039513899944723 3.325796509584065 0.7055032653738617 0.6043356983470929 4.714076706394339 3.8167195564905505 3.297126508351326 False 0.03 Inputed -17.868999397119172 -17.784256746911304 """""" """""" """"""
-0.22085085998294968 0.0872304283135332 -14.30751903803162 16.73043905472513 4686.993760175871 127.94872028985105 155 69 69 71.91605330025777 214 True False 2020udy 31.705624999999994 44.587580555555554 SNIa 0.017222 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 31.705624999999994 44.587580555555554 TNS 2020udy ZTF20acdqjeq 2020udy SNIa 0.017222 0.3523648363550187 0.9821968498217046 0.4922452057819662 0.643362592275686 0.9821968498217046 1.3752354499718251 16.71112179177898 16.71112179177898 55.20493150847879 55.20493150847879 59136.323935199995 59116.34986109985 15.952640405984084 16.182525890628888 15.952640405984084 21.991900378280654 2.912343902829044 5.129342714627062 31.70641514 44.58627157 0.006701639902882084 17.54956299684048 21.22196561369896 17.75955086452961 0.975 """""" """""" """""" """""" 2 False True all False False 0 0.7 1.1799219984621712 31.70598587 44.58778396 0.020166745919191764 22.81 19.60695285830498 22.100141566205025 0.95 False False 0.3 0.7 1.5 0.02 8 3 19.974074100144207 5.129342714627062 2.912343902829044 3.4624147491693478 1.7612421079957044 5.039439723070071 1.8069104585455271 False 0.017222 Inputed -18.469985407932697 -18.240099923287893 """""" """""" """"""
-0.028664416615367297 0.45971215807736615 -24.87524047363256 18.252997088445557 5089.9223610515955 247.4774981227191 218 46 46 72.01149310031906 43 True True 2020yrn 333.2335833333333 12.80858888888889 SNIIn 0.123 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 333.2335833333333 12.80858888888889 TNS 2020yrn ZTF20acoawtj 2020yrn SNIIn 0.123 0.1984329431741365 0.47317562054024265 0.262961664365033 0.33020435189752106 0.47317562054024265 0.6280662400940038 57.21572094035858 57.21572094035858 14.795772159960475 14.795772159960475 59206.10011570016 59151.12133099977 17.87978695149949 18.24622057294133 17.87978695149949 0.48654314959152756 1.770597941713836 2.144706467886733 333.23304524281 12.808306738187898 0.005109521448385057 18.845652290496826 19.749272489299777 19.138045601177215 0.9650000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.770597941713836 2.144706467886733 333.23304524281 12.808306738187898 0.005109521448385057 18.845652290496826 19.749272489299777 19.138045601177215 0.9650000000000001 False False 0.3 0.7 1.5 0.02 8 3 54.97878470038995 2.144706467886733 1.770597941713836 0.6112268881225624 1.211289371437302 1.503051916358448 1.2582586496777246 False 0.123 Inputed -20.863556113531125 -20.497122492089286 """""" """""" """"""
-0.1853948717280654 0.15336767162011927 -8.260018872556962 18.388900877129014 5657.7131305323555 81.88674345737945 54 32 32 58.03768520010635 50 True True 2021fck 130.34451249999998 2.889822222222222 SNIa 0.056 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 130.34451249999998 2.889822222222222 TNS 2021fck ZTF21aaovdlh 2021fck SNIa 0.056 0.04229594865007158 0.9283608490389028 0.22480806553812016 0.4316791346461457 0.9283608490389028 1.555200538452418 16.833476141130518 16.833476141130518 41.204209058975835 41.204209058975835 59293.15084489994 59278.17045139987 17.758307065045802 17.758307065045802 17.89515450680896 4.039132127496688 1.0182032147554467 0.740111054508231 130.344348811796 2.88969756252131 0.0018300420436474507 19.19645222514331 19.686666965637208 19.397713020689487 0.9400000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.0182032147554467 0.740111054508231 130.344348811796 2.88969756252131 0.0018300420436474507 19.19645222514331 19.686666965637208 19.397713020689487 0.9400000000000001 False False 0.3 0.7 1.5 0.02 8 3 14.980393500067294 0.740111054508231 1.0182032147554467 0.2889539449477212 0.7268795106740964 1.9283599005914063 1.5025585138805262 False 0.056 Inputed -19.108523057981643 -19.2453704997448 """""" """""" """"""
-0.1685581315130416 0.33243504104764665 -4.507241876098176 18.244227607504214 5732.914327052388 55.795248996877866 52 26 26 35.9175116000697 122 True True 2021sve 249.6685416666666 32.54848888888889 SNIa 0.0543 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 249.6685416666666 32.54848888888889 TNS 2021sve ZTF21abkaoxe 2021sve SNIa 0.0543 -0.003527935818478767 1.4174244688743585 0.2631642169680255 0.5833360958678675 1.4174244688743585 2.5813661473828518 12.978984789403722 12.978984789403722 22.93852681066598 22.93852681066598 59414.26156250015 59403.30905089993 17.834018389221207 17.834018389221207 18.022636623277627 1.4568209465883388 3.890662222514153 10.626618927404298 249.667803346293 32.54560340622465 0.0012067920630050022 13.897696641920806 15.223531442455052 14.31104810314417 0.9800000000000001 """""" """""" """""" """""" 4 False True all False False 0 2.335337581100459 5.92637287811612 249.6678160825765 32.550017269927295 0.0036209219475346055 16.81148794843316 18.05566362578869 17.11264496198058 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.952511600218713 10.626618927404298 3.890662222514153 0.9124833393108815 2.7313136735209453 -2.610486946766155 -3.711588520133457 False 0.0543 Inputed -18.91324075305503 -19.101858987111452 """""" """""" """"""
-0.11182511531978478 0.40896126317280107 -3.5493555670183037 18.571777017451502 5645.769551743575 149.37717649360093 78 29 29 29.985590300057083 42 True True 2021qmz 196.94972083333332 42.09682222222222 SNII 0.051738 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 196.94972083333332 42.09682222222222 TNS 2021qmz ZTF21abhqhqb 2021qmz SNII 0.051738 -0.05866700197167418 0.34139130395472606 0.031063669673621064 0.12741346632232364 0.34139130395472606 0.5862844697173131 10.449994959852326 10.449994959852326 19.535595340204758 19.535595340204758 59391.20578699978 59385.20226849988 18.215904723605295 18.215904723605295 18.29363101639336 1.0099821532893236 2.896214295759048 1.1363135038224537 196.9501301731455 42.09690810099915 0.0032011044521230714 17.295317117724714 17.791747258178 17.533249400921463 0.9899999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.896214295759048 1.1363135038224537 196.9501301731455 42.09690810099915 0.0032011044521230714 17.295317117724714 17.791747258178 17.533249400921463 0.9899999999999999 False False 0.3 0.7 1.5 0.02 8 3 6.003518499899656 1.1363135038224537 2.896214295759048 0.2584978572565362 0.3923444150822567 -0.42415746542729593 -0.7603816154718963 False 0.051738 Inputed -18.535993617657354 -18.61371991044542 """""" """""" """"""
-0.18599246422931454 0.20795034361099704 -8.94685752365362 16.472945417061815 5551.4838066311195 111.63773070873012 71 57 57 64.89317130018026 76 True True 2019fzm 224.13704208333 -2.10645 SNIa 0.02313 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 224.13704208333 -2.10645 TNS 2019fzm ZTF19aavhxby 2019fzm SNIa 0.02313 0.039811932268996486 0.6454421290260548 0.17115345974439578 0.31525665649431645 0.6454421290260548 1.038545969503776 13.48060398514058 13.48060398514058 51.41256731503968 51.41256731503968 58642.29703699984 58628.313229199965 15.949311476063237 15.949311476063237 16.064785763676966 9.328119994100135 5.2002266728226525 3.991864760959276 224.138150842299 -2.10640680694471 0.0008664024807589765 13.902122483022213 14.793287910711765 14.218173915958404 1.0 """""" """""" """""" """""" 0 False True all False False 0 5.2002266728226525 3.991864760959276 224.138150842299 -2.10640680694471 0.0008664024807589765 13.902122483022213 14.793287910711765 14.218173915958404 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.983807799872011 3.991864760959276 5.2002266728226525 0.5751139947533606 0.767632838357124 -1.1560235653514717 -1.8466118477185614 False 0.02313 Inputed -19.00155632854235 -19.11703061615608 """""" """""" """"""
-0.13070442688380088 0.5422497966716315 -3.225400445081842 17.21662429550061 7151.437431056973 189.67830560102178 10 8 8 35.89718750026077 55 True False 2020bjh 154.24019583333333 -25.181102777777777 SNIa 0.04212 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 154.24019583333333 -25.181102777777777 TNS 2020bjh ZTF20aakndsn 2020bjh SNIa 0.04212 -0.3341756928677526 -0.09966946653169373 -0.2806908718006653 -0.2238816470761158 -0.09966946653169373 0.03972751600266733 15.417496803588074 15.417496803588074 20.479690696672698 20.479690696672698 58878.376794000156 58864.41643519979 16.7311627424101 16.7311627424101 17.170444299689446 6.7728372736841935 4.59710635090624 4.491357059886832 154.23918916 -25.18025039 0.0010894826769760613 14.427472376942635 18.942679110097885 14.748737309312821 1.0 """""" """""" """""" """""" 3 False True all False False 0 2.954719075572294 0.42439425374347806 154.24013299 -25.18120604 0.0015066299349388856 16.292688410592078 19.21810849518776 15.921458856391908 0.2 False False 0.3 0.7 1.5 0.02 8 3 13.96035880036652 4.491357059886832 4.59710635090624 4.193941800785064 0.9769965532777893 2.2115163676877856 -2.4217069903766255 False 0.04212 Inputed -19.20761216265233 -19.64689371993168 """""" """""" """"""
-0.011509840087414248 0.10468309551464716 -10.764877747815436 17.466564850091665 3751.138039310608 278.4157213528208 53 32 32 74.96343749994412 55 True True 2018ino 171.67716708333 20.72695 SNII 0.02094 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 171.67716708333 20.72695 TNS 2018ino ZTF18acdvvgx 2018ino SNII 0.02094 0.6298743729545357 0.9373813323526825 0.702804575313273 0.7783155136832995 0.9373813323526825 1.1077027849262855 201.29330730029736 201.29330730029736 -126.32986980035324 -126.32986980035324 58443.477580999956 58427.49663189985 17.31241119969412 17.811157193252136 17.31241119969412 1.4306625240409627 0.9156368687059835 2.9069131701415127 171.67630927819 20.726858599220847 0.007681806276894743 19.874842751235963 19.666535710551738 19.847422977803348 0.9625 """""" """""" """""" """""" 0 False True all False False 0 0.9156368687059835 2.9069131701415127 171.67630927819 20.726858599220847 0.007681806276894743 19.874842751235963 19.666535710551738 19.847422977803348 0.9625 False False 0.3 0.7 1.5 0.02 8 3 15.980949100106955 2.9069131701415127 0.9156368687059835 -0.18088726725160953 3.1747445624919894 1.8553785172996022 2.535011778109226 False 0.02094 Inputed -17.536734656392362 -17.037988662834348 """""" """""" """"""
-0.13971511578423898 0.29064703833362215 -14.956075940282735 19.02777171413877 4955.107238640359 135.26049266458156 18 12 12 42.8981713000685 54 True True 2019dbi 232.44801041666 7.2012915277777 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 232.44801041666 7.2012915277777 TNS 2019dbi ZTF19aanxrkt 2019dbi SNIa 0.09 0.25725530366291594 0.815930637055196 0.381962985761092 0.5162617469682402 0.815930637055196 1.1612967160097831 11.868667211940531 11.868667211940531 31.029504088127965 31.029504088127965 58591.37696760008 58573.396261599846 18.747952719653345 18.7883893502834 18.747952719653345 2.080767312313264 1.4675197851517694 0.6504607707817504 232.4478313626605 7.201324543059091 0.0029549180920728224 18.9658079443264 19.513696776123048 19.29158175633073 0.9888888888888889 """""" """""" """""" """""" 0 False True all False False 0 1.4675197851517694 0.6504607707817504 232.4478313626605 7.201324543059091 0.0029549180920728224 18.9658079443264 19.513696776123048 19.29158175633073 0.9888888888888889 False False 0.3 0.7 1.5 0.02 8 3 17.98070600023493 0.6504607707817504 1.4675197851517694 0.2221150197923194 0.4432381609863477 0.7253074258396488 0.5436290366773839 False 0.09 Inputed -19.30243192552589 -19.261995294895836 """""" """""" """"""
-0.013610463149436071 0.3726777392688152 -17.584283152516726 19.016952088622784 3857.654304071681 214.55099876143944 64 60 60 72.94895830005407 50 True True 2020uhm 120.36137916666665 36.8192 SNII 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 120.36137916666665 36.8192 TNS 2020uhm ZTF20abvtybi 2020uhm SNII 0.04 0.6606173534932935 1.0741377860798629 0.757171942242632 0.858163215358438 1.0741377860798629 1.3099848230646636 86.89508156504746 86.89508156504746 -13.946123264993382 -13.946123264993382 59124.47571759997 59092.51711810008 18.82346337897533 19.029579752326743 18.82346337897533 0.5297146638130021 2.756146917213993 2.221778341522291 120.361962293667 36.818796300102704 0.00409586405617568 17.60234798989177 18.329086969594954 17.850466601915358 0.97 """""" """""" """""" """""" 0 False True all False False 0 2.756146917213993 2.221778341522291 120.361962293667 36.818796300102704 0.00409586405617568 17.60234798989177 18.329086969594954 17.850466601915358 0.97 False False 0.3 0.7 1.5 0.02 8 3 31.958599499892443 2.221778341522291 2.756146917213993 0.47862036767959637 0.8061175286577756 -0.7004927827317893 -0.9729967770599721 False 0.04 Inputed -17.44134150850609 -17.235225135154675 """""" """""" """"""
-0.14070555401102192 0.3613377351240614 -8.132644909904107 18.660038064556907 5426.0126515673965 86.25434552386999 22 15 15 38.94082169979811 34 True True 2021stz 356.93935 -8.386011111111111 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 356.93935 -8.386011111111111 TNS 2021stz ZTF21abklnfg 2021stz SNIa 0.08 0.09258063433397723 0.952438561062781 0.27172025423824664 0.4733066797208636 0.952438561062781 1.5498341547579884 16.086610045058304 16.086610045058304 22.854211654739803 22.854211654739803 59417.439675900154 59400.454976900015 18.4304608319422 18.440571466317763 18.4304608319422 1.3328238074107102 3.392360349837033 9.013559411145902 356.9377275517735 -8.387932701687866 0.004131471572137557 15.926770740042926 16.866233618400095 16.337838073040245 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.392360349837033 9.013559411145902 356.9377275517735 -8.387932701687866 0.004131471572137557 15.926770740042926 16.866233618400095 16.337838073040245 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.98469900013879 9.013559411145902 3.392360349837033 0.5283955453598495 2.6570170859292435 -1.5743378479176684 -2.0926227589019533 False 0.08 Inputed -19.35947319012918 -19.349362555753615 """""" """""" """"""
-0.022429603282688077 0.3071035488488664 -10.801148637512284 19.38357540487826 5951.626344523159 221.5199108163973 27 15 15 39.95224540028721 77 True False 2019teq 284.7729083333333 47.51823888888889 TDE 0.0878 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 284.7729083333333 47.51823888888889 TNS 2019teq ZTF19accmaxo 2019teq TDE 0.0878 -0.09401438609170043 0.15589431230019457 -0.03598457864175941 0.024940215518970632 0.15589431230019457 0.29971433092851996 74.82444470938302 74.82444470938302 -34.872199309095805 -34.872199309095805 58794.13218750013 58761.14106479986 18.995345768569145 18.995345768569145 19.196543479448927 0.5601368077167745 1.8166824548944274 0.29541306950106827 284.77302105 47.51826953 0.00140544419961941 17.479452099454402 18.35442419142723 17.764229049253462 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.8166824548944274 0.29541306950106827 284.77302105 47.51826953 0.00140544419961941 17.479452099454402 18.35442419142723 17.764229049253462 1.0 False False 0.3 0.7 1.5 0.02 8 3 32.99112270027399 0.29541306950106827 1.8166824548944274 0.5901951421737692 0.1626112855910394 -0.6409215771419134 -1.432314430195465 False 0.0878 Inputed -18.79908004098796 -19.000277751867742 """""" """""" """"""
-0.1733631248955934 0.3009042318281456 -5.105804592278865 19.88323302861727 6060.566674559676 203.23354134266756 26 10 10 22.9363656998612 44 True True 2021jyh 214.7430958333333 -2.068877777777778 SNIa 0.134 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 214.7430958333333 -2.068877777777778 TNS 2021jyh ZTF21aawdral 2021jyh SNIa 0.134 -0.14522511379391645 0.1176011586847352 -0.08465893990670992 -0.02075493196585043 0.1176011586847352 0.27094673528162616 9.818166585566317 9.818166585566317 13.118199114294882 13.118199114294882 59329.35407410003 59321.35754630016 19.295700466776783 19.295700466776783 19.756212197385484 0.697707573831493 0.9284823485699965 6.136232835774994 214.7447797500925 -2.068606722913935 0.010392021009782537 18.632384004064797 19.715693622424602 18.906792253227234 1.0 """""" """""" """""" """""" 0 False True all False False 0 0.9284823485699965 6.136232835774994 214.7447797500925 -2.068606722913935 0.010392021009782537 18.632384004064797 19.715693622424602 18.906792253227234 1.0 False False 0.3 0.7 1.5 0.02 8 3 7.996527799870819 6.136232835774994 0.9284823485699965 0.8089013691973683 6.608884751794929 0.4199931556478198 -0.8494199441582495 False 0.134 Inputed -19.177739352984215 -19.638251083592916 """""" """""" """"""
-0.10244788201906488 0.2440836925511166 -11.351464255245146 19.484620198923352 4138.870573433389 167.3496661165636 39 16 16 19.004490700084716 73 True True 2019tdb 25.715918749999 -6.147445805555 SNIc 0.02 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 25.715918749999 -6.147445805555 TNS 2019tdb ZTF19achiyvy 2019tdb SNIc 0.02 0.49638058087654713 0.9980523425402978 0.6111207870318651 0.7327540306257561 0.9980523425402978 1.295189498264186 18.460634575980173 18.460634575980173 0.5438561241045434 0.5438561241045434 58791.33996530017 58775.29334490001 19.173373527963523 19.564382031710842 19.173373527963523 0.745451237108061 5.6941091151727745 16.988513804292587 25.7125351452664 -6.14413647036952 0.004095846614844745 14.349470729361176 15.296393414156437 14.722623942255975 0.9944444444444444 """""" """""" """""" """""" 13 False True all False False 0 0.7 4.893639130715379 25.7156562023736 -6.14611176068323 0.05875733907530456 21.55241150708437 21.652380240581035 21.330913006784915 0.28750000000000003 False False 0.3 0.7 1.5 0.02 8 3 16.046620400156826 16.988513804292587 5.6941091151727745 0.5737694719004622 2.983524456709873 -4.267988617554405 -4.450749585707548 False 0.02 Inputed -15.575521240522567 -15.184512736775249 """""" """""" """"""
-0.18523226751577745 0.17554246532153492 -8.124561236846631 17.913132707762223 4325.853235542023 156.7835973073567 52 33 33 58.93164349999279 65 True True 2021qnv 338.1666666666667 28.206799999999998 SNIa 0.042 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 338.1666666666667 28.206799999999998 TNS 2021qnv ZTF21abhhbmd 2021qnv SNIa 0.042 0.3874431271121388 0.8966363546379164 0.5030760997067958 0.6262257330294823 0.8966363546379164 1.202056490552664 11.32719126804178 11.32719126804178 47.60445223195101 47.60445223195101 59394.42538189981 59384.36656250013 17.377089746510183 17.803895157785103 17.377089746510183 3.168152498403364 0.7061345004158035 0.2579859280407811 338.166702812367 28.206864194380948 0.00015087706333816175 16.994378815380337 17.85654569164753 17.316130705370902 0.05500000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.7061345004158035 0.2579859280407811 338.166702812367 28.206864194380948 0.00015087706333816175 16.994378815380337 17.85654569164753 17.316130705370902 0.05500000000000001 False False 0.3 0.7 1.5 0.02 8 3 10.058819399680942 0.2579859280407811 0.7061345004158035 0.5404149862766268 0.3653495586023165 0.05265053386242613 -0.060959041139280856 False 0.042 Inputed -18.994708696638007 -18.567903285363087 """""" """""" """"""
-0.13754659632650204 0.4413482636574002 -9.017956109434255 19.215428269413522 6139.511722046156 176.00711788035704 34 14 14 29.982071800157428 75 True False 2018lpz 321.52652166666 24.045818611111 SNIa 0.102 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 321.52652166666 24.045818611111 TNS 2018lpz ZTF18abukmty 2018lpz SNIa 0.102 -0.1293318785231179 0.18365023971186645 -0.05808198360269756 0.01769275429256112 0.18365023971186645 0.3702768021344198 11.9935451024235 11.9935451024235 17.988526697733928 17.988526697733928 58385.33998840023 58370.27498839982 18.778117614989 18.778117614989 19.041032347049253 0.4146716588455042 1.1279039850709822 0.19508691846951087 321.5264658 24.04583688 0.0013730106540523757 18.702156545925142 19.054932794332505 18.857973936748504 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.1279039850709822 0.19508691846951087 321.5264658 24.04583688 0.0013730106540523757 18.702156545925142 19.054932794332505 18.857973936748504 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 15.065000000409782 0.19508691846951087 1.1279039850709822 0.19695885758400067 0.17296411844598059 0.2768151793435045 -0.18305841030074887 False 0.102 Inputed -19.28661064947269 -19.54952538153294 """""" """""" """"""
-0.2013777502046763 0.1728890525793646 -24.730689388909614 16.816613141710583 5095.864140888072 353.4655412596243 23 15 15 73.93127320008352 133 True False 2020bid 301.8703333333333 51.8708 SNIa 0.02723 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 301.8703333333333 51.8708 TNS 2020bid ZTF20aanaeev 2020bid SNIa 0.02723 0.14963243163192175 0.3312819342597777 0.1930867760165711 0.23782761585434997 0.3312819342597777 0.43022815193235076 -16.01520218637208 -16.01520218637208 89.9464753864556 89.9464753864556 58892.53043980012 58892.53043980012 16.71146891047181 16.718601119589863 16.71146891047181 14.680950286130333 2.3577767057141994 0.9046362839374831 301.8701444 51.87102257 0.0011722674937212352 16.515453318786623 16.723676411008835 16.569601889944078 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.3577767057141994 0.9046362839374831 301.8701444 51.87102257 0.0011722674937212352 16.515453318786623 16.723676411008835 16.569601889944078 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.9046362839374831 2.3577767057141994 0.15407452106475716 0.38368191599528834 0.005075291418972228 -0.1418670205277337 False 0.02723 Inputed -18.711465218879884 -18.704333009761832 """""" """""" """"""
-0.1573492079437674 0.3611485673817885 -3.4095599474724194 18.28613590403176 5559.953702754323 256.6896661918123 22 16 16 32.94034729991108 52 True False 2018imc 40.779582916666 14.654772805555 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 40.779582916666 14.654772805555 TNS 2018imc ZTF18achbllm 2018imc SNIa 0.04 -0.0523961466363545 0.1678873970161021 -0.0006952623653191381 0.053206850342547796 0.1678873970161021 0.2922068266824098 13.004880941369095 13.004880941369095 19.935466358541987 19.935466358541987 58441.25592589984 58431.3141319002 17.86834283761983 17.86834283761983 18.041811599291695 1.0763238577483427 1.0540877850812518 0.15596763101918668 40.77955864 14.6547364 0.01040569436915817 21.554351876640318 22.8773713034153 22.88768433418274 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.0540877850812518 0.15596763101918668 40.77955864 14.6547364 0.01040569436915817 21.554351876640318 22.8773713034153 22.88768433418274 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.941793999634683 0.15596763101918668 1.0540877850812518 -0.010313030767441944 0.1479645559189971 5.009028465795467 4.845872734891046 False 0.04 Inputed -18.222993288189723 -18.396462049861587 """""" """""" """"""
-0.1720541377451692 0.2413920846276161 -24.785083579823123 15.30249592379263 4920.538462160472 294.26492324862994 47 29 29 73.9206945002079 56 True True 2019hvv 18.601616666666 -7.475391916666 SNIa 0.018 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 18.601616666666 -7.475391916666 TNS 2019hvv ZTF19abegxob 2019hvv SNIa 0.018 0.22614165315773072 0.45824331221209746 0.28121178244867373 0.3382178253682895 0.45824331221209746 0.5866452311601407 -16.524121193623877 -16.524121193623877 90.44481569383177 90.44481569383177 58670.45784719987 58670.45784719987 15.414610911634556 15.414610911634556 15.463146136101331 33.56096667328009 5.48945524584895 19.06824134385901 18.6062313931793 -7.47806029976626 0.0029507078745836246 13.724792857465744 16.838810624227524 14.012193068790436 1.0 """""" """""" """""" """""" 13 False True all False False 0 0.7 6.240887037761131 18.6024415604384 -7.47386339974569 0.2333039017497167 22.897267767219542 23.542636255397795 23.30769217856884 0.2 False False 0.3 0.7 1.5 0.02 8 3 0.0 19.06824134385901 5.48945524584895 2.826617555437087 3.473612679195837 1.4241997125929675 -1.4509530673108948 False 0.018 Inputed -19.055855755163876 -19.10439097963065 """""" """""" """"""
-0.13931183207219364 0.3567624973860854 -5.975787604694013 19.117019987517835 4872.23392105505 174.59596737021172 14 11 11 25.955266200006008 44 True False 2018ktc 162.94210874999 -6.885833499999 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 162.94210874999 -6.885833499999 TNS 2018ktc ZTF18acyawjf 2018ktc SNIa 0.07 0.16352718235035724 0.5576932757698927 0.2536781873408671 0.3492585235918355 0.5576932757698927 0.7909365384231108 14.443517489871766 14.443517489871766 11.511748710134242 11.511748710134242 58481.52386569977 58468.50296299998 18.892638748282 18.93625918971645 18.892638748282 0.3822647613553808 2.9410760807436627 4.561105995065284 162.94293673 -6.88679762 0.004486794803403971 17.130168645209075 17.586781873965265 17.32253125491142 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.9410760807436627 4.561105995065284 162.94293673 -6.88679762 0.004486794803403971 17.130168645209075 17.586781873965265 17.32253125491142 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.020902699790895 4.561105995065284 2.9410760807436627 0.2642506190538434 1.5508289720652144 -1.3494773157511837 -1.5701074933705783 False 0.07 Inputed -18.602527203308796 -18.558906761874347 """""" """""" """"""
-0.17209375880100114 0.24911187583962302 -10.85271937771165 17.33780523993751 5206.473133853993 179.46859508886558 38 29 29 73.78689819993451 64 True False 2020rmg 17.280133333333332 -15.99713611111111 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 17.280133333333332 -15.99713611111111 TNS 2020rmg ZTF20abvyauy 2020rmg SNIa 0.04 0.10350850829212987 0.4705361454266388 0.187580251538769 0.2766293062775631 0.4705361454266388 0.6870904268160594 5.256753304509896 5.256753304509896 68.53014489542461 68.53014489542461 59092.45752310008 59084.42418979993 16.845010862603214 16.845010862603214 17.11124230255327 10.30741195670771 5.709582712007241 19.167855537265233 17.27591194 -16.00058326 0.0028363349551954187 13.636046972459555 14.839324984669686 13.90167621743679 1.0 """""" """""" """""" """""" 9 False True all False False 0 1.252069740963059 10.601969177217402 17.28283757 -15.99852014 0.14102004253626865 20.760912318116425 23.64 22.796895578110217 0.8999999999999999 False False 0.3 0.7 1.5 0.02 8 3 8.033333300147206 19.167855537265233 5.709582712007241 0.9376487672328953 3.35713772863913 -2.0056858779335283 -3.209566085116478 False 0.04 Inputed -19.15356258492815 -19.419794024878204 """""" """""" """"""
-0.19111353536282208 0.20436474025868234 -6.179257309849127 18.66870298889219 5186.3342353990865 66.03987806068422 45 24 24 35.96614590007812 50 True True 2020aaez 24.47854583333333 30.10690277777778 SNIa 0.07135 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 24.47854583333333 30.10690277777778 TNS 2020aaez ZTF20acqzpta 2020aaez SNIa 0.07135 0.15874873486661656 1.4222859450423826 0.40820462755766584 0.6983996170638385 1.4222859450423826 2.381489618580577 14.105295088505827 14.105295088505827 21.86085081157229 21.86085081157229 59180.1921064998 59168.21596059995 18.258291658397916 18.258291658397916 18.34174712833472 1.3882577785940196 1.8523692531716127 0.45096488900777865 24.47857782108245 30.10678060445775 0.0004889619262122835 16.027448479611873 17.329593253970145 16.502113301162723 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.8523692531716127 0.45096488900777865 24.47857782108245 30.10678060445775 0.0004889619262122835 16.027448479611873 17.329593253970145 16.502113301162723 0.99 False False 0.3 0.7 1.5 0.02 8 3 11.9761458998546 0.45096488900777865 1.8523692531716127 0.8274799528074226 0.24345302009069733 -0.9286984044277702 -1.8396338271719976 False 0.07135 Inputed -19.195554746436766 -19.27901021637357 """""" """""" """"""
-0.12639598067002494 0.3022795801557151 -10.143636348995802 18.86207718439251 6203.680650725649 88.16519324496696 25 20 20 47.813124999869615 58 True True 2019zho 162.62198333333333 8.898161111111111 SNIa 0.072 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 162.62198333333333 8.898161111111111 TNS 2019zho ZTF19adcdtyy 2019zho SNIa 0.072 -0.062467315936732604 0.6844558498632516 0.09294570603714192 0.26801738870770464 0.6844558498632516 1.2034458555484164 5.3414841760947525 5.3414841760947525 42.47164082377486 42.47164082377486 58852.48104170011 58846.46143520018 18.435949607782316 18.435949607782316 18.558978976822523 2.0204006608776406 0.6249423574972179 0.49079640728976337 162.621941449708 8.898031210233526 0.002454962087824697 20.842848706686496 21.222539273501635 20.831449439753293 0.82 """""" """""" """""" """""" 0 False True all False False 0 0.6249423574972179 0.49079640728976337 162.621941449708 8.898031210233526 0.002454962087824697 20.842848706686496 21.222539273501635 20.831449439753293 0.82 False False 0.3 0.7 1.5 0.02 8 3 6.019606499932706 0.49079640728976337 0.6249423574972179 0.3910898337483424 0.785346682620962 2.786589665719319 2.2724704629307695 False 0.072 Inputed -18.998330662625737 -19.121360031665944 """""" """""" """"""
-0.17805754353871173 0.25002529938781026 -7.981930628948764 18.27282396740099 6268.184631358694 63.950998292776866 122 39 39 45.94107630010694 76 True True 2020kbk 223.87329166666663 32.83166944444445 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 223.87329166666663 32.83166944444445 TNS 2020kbk ZTF20aazstdx 2020kbk SNIa 0.06 -0.06321879781411965 1.065607336866755 0.15594105157736493 0.4137223233297078 1.065607336866755 1.9417661182907366 11.755226393375992 11.755226393375992 34.18584990673095 34.18584990673095 58997.227314800024 58985.27524309978 17.71837975962739 17.71837975962739 17.925788272745255 2.097915022837972 3.6120009317714206 2.9107510350231225 223.874250992453 32.8316065255913 0.0009625281702302368 14.982755705634355 16.242955561988353 15.439225477651954 0.97 """""" """""" """""" """""" 0 False True all False False 0 3.6120009317714206 2.9107510350231225 223.874250992453 32.8316065255913 0.0009625281702302368 14.982755705634355 16.242955561988353 15.439225477651954 0.97 False False 0.3 0.7 1.5 0.02 8 3 11.952071700245142 2.9107510350231225 3.6120009317714206 0.803730084336399 0.8058555603958866 -1.475424197639036 -2.4865627950933007 False 0.06 Inputed -19.229712708452546 -19.43712122157041 """""" """""" """"""
-0.17358226056812032 0.1791124493642195 -8.940196693209833 19.110705613259906 5256.365444622785 82.8244983994902 53 32 32 45.963182900100946 69 True False 2021vib 283.31217499999997 59.900891666666666 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 283.31217499999997 59.900891666666666 TNS 2021vib ZTF21abrhggj 2021vib SNIa 0.08 0.1602118706288529 1.1060846243784148 0.35616834298028976 0.5774269291403016 1.1060846243784148 1.7699409333460707 13.155783221884754 13.155783221884754 32.80739967821619 32.80739967821619 59446.429791700095 59434.241169000044 18.562426952905287 18.562426952905287 18.72200194333236 1.2056838067902544 1.9237033150841936 2.8598015192211026 283.31337109 59.90141249 0.0012590622602620671 16.613731932020187 17.37091912186146 16.928738211345674 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.9237033150841936 2.8598015192211026 283.31337109 59.90141249 0.0012590622602620671 16.613731932020187 17.37091912186146 16.928738211345674 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.188622700050473 2.8598015192211026 1.9237033150841936 0.4421809105157841 1.4866125648361423 -1.191507831043829 -1.7932637319866842 False 0.08 Inputed -19.06793207873902 -19.22750706916609 """""" """""" """"""
-0.21410827854563552 0.1403614381830769 -14.628495485685308 17.460686529077144 4856.0164733468455 140.64216972791675 219 134 134 74.97821759991348 55 True True 2020lfe 357.07595 33.14896666666667 SNIa 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 357.07595 33.14896666666667 TNS 2020lfe ZTF20abchhuw 2020lfe SNIa 0.03 0.2795664775853517 0.8209916018750363 0.4009900207942678 0.53135859001112 0.8209916018750363 1.152965679607739 12.478810021478603 12.478810021478603 62.49940757843488 62.49940757843488 59014.39097219985 58996.454421299975 16.960611161115867 16.960611161115867 17.015681417169347 6.166043364638276 3.5629982333193806 4.112111774478587 357.0769602095885 33.1481989693587 0.004990418508038497 17.006917236409187 17.481438827266693 17.049256163330078 0.9650000000000001 """""" """""" """""" """""" 1 False True all False False 0 0.31489579156734765 3.9560829461761085 357.0746530887335 33.14879768696685 0.029244818576044107 21.244417629699704 19.912775301468372 21.38237041905403 0.08125 False False 0.3 0.7 1.5 0.02 8 3 17.93655089987442 4.112111774478587 3.5629982333193806 0.4321826639366151 1.1541155805310737 0.5208276661508258 0.033574746160731195 False 0.03 Inputed -18.61911603645598 -18.67418629250946 """""" """""" """"""
-0.2156427457251312 0.18032824203149986 -7.544055667519212 18.51425787701567 5479.45311952972 147.5030000492549 34 26 26 65.91776619991288 55 True True 2019fxs 250.63116708333 78.933811 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 250.63116708333 78.933811 TNS 2019fxs ZTF19aauxmqj 2019fxs SNIa 0.07 0.017716030551195416 0.4483695997249697 0.11434496795305193 0.2180744378794799 0.4483695997249697 0.7118901806497675 11.525131425335708 11.525131425335708 54.39263477457717 54.39263477457717 58628.45457179984 58617.32896990003 17.877042503245413 17.877042503245413 18.09951779782994 2.3064740773205825 0.8087601577457835 2.676442835136994 250.63216198713548 78.93309248939715 0.0027528840677850663 18.768605467871424 19.70302224257469 19.145441846210957 0.7950000000000002 """""" """""" """""" """""" 0 False True all False False 0 0.8087601577457835 2.676442835136994 250.63216198713548 78.93309248939715 0.0027528840677850663 18.768605467871424 19.70302224257469 19.145441846210957 0.7950000000000002 False False 0.3 0.7 1.5 0.02 8 3 11.125601899810135 2.676442835136994 0.8087601577457835 0.5575803963637327 3.309315882469914 1.8259797393292772 1.0459240483810177 False 0.07 Inputed -19.395648153760856 -19.618123448345383 """""" """""" """"""
-0.14205366956976598 0.37024207885576754 -6.396777972193455 18.39803342125757 5572.281124509003 127.03332335507969 39 24 24 38.8961805999279 34 True True 2018lpl 260.81401833333 77.844895999999 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 260.81401833333 77.844895999999 TNS 2018lpl ZTF18abnvoel 2018lpl SNIa 0.06 -0.00623883801449665 0.49641925911835116 0.1045367084720823 0.22483708481186682 0.49641925911835116 0.8137313143603535 15.6542883774939 15.6542883774939 23.241892222434004 23.241892222434004 58361.382291700225 58346.32575230021 18.135017908996943 18.135017908996943 18.21624954648513 0.5448252771851969 2.575224418811479 3.4095807099623365 260.81227045518904 77.84402333009425 0.002270143105525313 16.723045339701176 17.438958346703053 17.000267670867444 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.575224418811479 3.4095807099623365 260.81227045518904 77.84402333009425 0.002270143105525313 16.723045339701176 17.438958346703053 17.000267670867444 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 15.056539400015026 3.4095807099623365 2.575224418811479 0.43869067583560906 1.3239936236454029 -0.6960595622938897 -1.2159818756176861 False 0.06 Inputed -18.93925143471267 -19.020483072200857 """""" """""" """"""
-0.18003413044121058 0.23104832805282954 -5.602267887167958 19.126201189988706 5916.479907905744 92.59049390129688 153 115 115 54.01581020001322 57 True True 2020izx 291.9914124999999 63.5376 SNIa 0.088 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 291.9914124999999 63.5376 TNS 2020izx ZTF20aaxndzx 2020izx SNIa 0.088 -0.0716389701839546 0.6262233548461786 0.07478979422582199 0.23886995257101518 0.6262233548461786 1.1044389914147459 15.534899926628436 15.534899926628436 38.48091027338479 38.48091027338479 58979.44645830011 58966.44734949991 18.4888862588658 18.4888862588658 18.69090252063913 0.7054883181081801 0.7659925172579217 26.39560737100497 291.98304115452504 63.54391247865655 0.48159159374551075 20.353381728594304 22.62903898290634 21.45317144124508 0.1111111111111111 """""" """""" """""" """""" 6 False True all False False 0 0.7619321265750388 17.755863912883342 291.98040641 63.53812294 0.9238497597696192 23.189376320838928 23.64 23.666817783260345 0.1 False False 0.3 0.7 1.5 0.02 8 3 12.999108800198883 0.0 0.0 0.0 0.0 5.1511137411342 4.579097479360868 True 0.088 Inputed -19.309754850135093 -19.511771111908423 """""" """""" """"""
-0.0038051859365555154 0.550834450086864 -10.937496843780988 16.94169073119125 5330.198507161365 112.73699971441789 34 28 28 58.99379629967734 48 True True 2019fyw 196.82684291666 2.0032143888888 SNII 0.01943 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 196.82684291666 2.0032143888888 TNS 2019fyw ZTF19aavrcew 2019fyw SNII 0.01943 0.1227791775754028 0.7570220357286885 0.2607967164380227 0.41188311101752006 0.7570220357286885 1.166556411954975 151.80393174277 151.80393174277 -92.81013544309266 -92.81013544309266 58639.234479200095 58633.2057523001 16.8912239834075 16.8912239834075 16.978448679743153 5.377857483461237 6.044576928198287 7.6910266805564635 196.828942346298 2.0036168451507796 0.0023852356606999248 14.573459249340296 15.131017936030627 14.747384751105308 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 6.433865924703413 196.82787437957 2.00175445277461 0.1577785652367285 22.2465021265018 21.49700234801769 21.72065408847809 0.13333333333333333 False False 0.3 0.7 1.5 0.02 8 3 6.0287268999964 7.6910266805564635 6.044576928198287 0.38363318492531917 1.2723846138308534 -1.7602060473768724 -2.2310639286378446 False 0.01943 Inputed -17.70734561962713 -17.794570315962783 """""" """""" """"""
-0.12640683595827257 0.4499041640700427 -10.57717621088007 18.11562184519075 5900.007739077074 196.8919556479373 16 13 13 27.934710700064898 49 True False 2019ftg 193.23804625 -13.03681322222 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 193.23804625 -13.03681322222 TNS 2019ftg ZTF19aavxufb 2019ftg SNIa 0.06 -0.07673845817781455 0.21205639413638266 -0.010272057994964001 0.0599150534999211 0.21205639413638266 0.3809440244890432 -4.2585251539409334 -4.2585251539409334 32.193235854005835 32.193235854005835 58634.23677079985 58634.23677079985 17.967816389358944 17.967816389358944 18.08098801719975 1.3555059465702817 3.5298002460775475 6.411126889297781 193.23754579 -13.03852605 0.00329501269612531 16.07089686008692 16.84038780026436 16.38215280125141 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.5298002460775475 6.411126889297781 193.23754579 -13.03852605 0.00329501269612531 16.07089686008692 16.84038780026436 16.38215280125141 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 6.411126889297781 3.5298002460775475 0.45823499901294795 1.8162860338689353 -1.1274285890945848 -1.698835215948339 False 0.06 Inputed -19.07451296399805 -19.187684591838856 """""" """""" """"""
-0.1651981768420105 0.5338015836736585 -9.42387000082349 17.60282162445844 6874.485042867947 197.43886758633383 10 8 8 33.024444499984384 188 True False 2018brk 291.07404499999 -19.386046 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 291.07404499999 -19.386046 TNS 2018brk ZTF18abtuzsb 2018brk CV 0.0 -0.26220804618567684 -0.019714724583316467 -0.20660446736290083 -0.14774792557048855 -0.019714724583316467 0.12304071767598046 12.314434345349037 12.314434345349037 20.71001015463535 20.71001015463535 58655.292627300136 58637.3541898001 17.424791322083895 17.424791322083895 17.7280933595462 11.462461897140946 0.8123705439274961 0.13383616910297516 291.07400559 -19.38604571 0.003693267497535291 20.870571158218382 20.78618621134758 20.87572829642296 0.025 """""" """""" """""" """""" 0 False True all False False 0 0.8123705439274961 0.13383616910297516 291.07400559 -19.38604571 0.003693267497535291 20.870571158218382 20.78618621134758 20.87572829642296 0.025 False False 0.3 0.7 1.5 0.02 8 3 17.938437500037253 0.13383616910297516 0.8123705439274961 -0.08954208507537942 0.1647476882358748 3.3613948892636856 3.1476349368767593 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.0386688737389036 0.4797433721161941 -12.378674618977035 18.5275887647393 3810.0374638789913 314.2177003673973 73 55 55 74.97091440018266 53 True True 2019vrl 20.857624999999 30.8491 SNII 0.047 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 20.857624999999 30.8491 TNS 2019vrl ZTF19acanzwg 2019vrl SNII 0.047 0.6004599867055944 0.8669075004278319 0.6640265468768156 0.7295890936588343 0.8669075004278319 1.0128425350896961 52.720338829170565 52.720338829170565 22.2505755710121 22.2505755710121 58827.24099540012 58781.13668979984 18.361986199942017 18.907189654263593 18.361986199942017 0.5864561062384751 0.8880892423775747 0.36118672905478977 20.85752605 30.84904662 0.01725168132253707 22.629133416080474 23.27695609984398 22.7668121455431 0.4166666666666667 """""" """""" """""" """""" 0 False True all False False 0 0.8880892423775747 0.36118672905478977 20.85752605 30.84904662 0.01725168132253707 22.629133416080474 23.27695609984398 22.7668121455431 0.4166666666666667 False False 0.3 0.7 1.5 0.02 8 3 46.104305600281805 0.36118672905478977 0.8880892423775747 0.5101439543008794 0.40670093929730294 4.369766445580385 4.4048259456010825 False 0.047 Inputed -18.2566501026527 -17.711446648331123 """""" """""" """"""
-0.17094951708257816 0.22375858678981686 -12.808573879588874 18.546750661263783 5385.048781462619 156.12836771567697 19 13 13 57.8729514000006 42 True True 2019aqm 231.99949916666 9.5746445555555 SNIa 0.071 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 231.99949916666 9.5746445555555 TNS 2019aqm ZTF19aailvgo 2019aqm SNIa 0.071 0.08580749212373462 0.5098585672981102 0.18164989721555713 0.284050062107184 0.5098585672981102 0.7660951721896403 12.802040716639072 12.802040716639072 45.07091068336153 45.07091068336153 58539.37238429999 58522.51983800018 18.063887461132673 18.410691065050575 18.063887461132673 1.0036184532456547 0.4519145534073716 1.6670890532054774 231.999254735878 9.575039966720805 0.00406641649940076 20.599530954869984 20.920909965283872 20.73817836109638 0.45 """""" """""" """""" """""" 0 False True all False False 0 0.4519145534073716 1.6670890532054774 231.999254735878 9.575039966720805 0.00406641649940076 20.599530954869984 20.920909965283872 20.73817836109638 0.45 False False 0.3 0.7 1.5 0.02 8 3 16.852546299807727 1.6670890532054774 0.4519145534073716 0.18273160418749157 3.6889474805267115 2.5102189002332977 2.674290899963708 False 0.071 Inputed -19.46256634908965 -19.115762745171747 """""" """""" """"""
-0.14647533281812283 0.2522250410358895 -19.16120416769988 18.20961878991151 4816.5895738431145 145.4420856991116 15 15 15 42.98295140033588 47 True True 2019mda 64.543624999999 -4.411361 SNIa 0.052 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 64.543624999999 -4.411361 TNS 2019mda ZTF19abpavsn 2019mda SNIa 0.052 0.3397600428691767 0.8794966843465133 0.4613386623860336 0.5915008472957979 0.8794966843465133 1.2079325822299367 -9.757343848758072 -9.757343848758072 52.74029524909395 52.74029524909395 58705.47660879977 58705.47660879977 18.09058265177296 18.29167535385675 18.09058265177296 3.3875829278068164 0.8325379533482691 0.5218758118956106 64.5436398913493 -4.4112167968213996 0.0033325643859560827 20.55612004187107 21.539317815318107 20.876187358963488 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.8325379533482691 0.5218758118956106 64.5436398913493 -4.4112167968213996 0.0033325643859560827 20.55612004187107 21.539317815318107 20.876187358963488 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.5218758118956106 0.8325379533482691 0.6631304563546188 0.6268492743144629 3.247642461461357 2.7856047071905294 False 0.052 Inputed -18.750144025061918 -18.549051322978126 """""" """""" """"""
-0.11514081900325063 0.3516793080198565 -21.051785978099574 17.848781795458265 6042.208140775373 232.74783816451077 12 11 11 20.040185200050473 60 True False 2021qax 344.48329583333333 87.96030555555556 SNIa 0.0565 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 344.48329583333333 87.96030555555556 TNS 2021qax ZTF21abicajm 2021qax SNIa 0.0565 -0.06018507393242345 0.18331658276632012 -0.003410965340936656 0.056036351758766756 0.18331658276632012 0.3224117174373724 -11.975633971739791 -11.975633971739791 32.01581917179026 32.01581917179026 59391.41003469983 59391.41003469983 17.78392922773287 17.863882198417503 17.78392922773287 2.648419862257178 1.3382149066899394 2.2402332460213095 344.48289764 87.95968343 0.003226248071580562 18.688676455116273 21.57262784061432 19.274734275245667 0.225 """""" """""" """""" """""" 0 False True all False False 0 1.3382149066899394 2.2402332460213095 344.48289764 87.95968343 0.003226248071580562 18.688676455116273 21.57262784061432 19.274734275245667 0.225 False False 0.3 0.7 1.5 0.02 8 3 0.0 2.2402332460213095 1.3382149066899394 2.2978935653686534 1.6740459509321288 3.708745642196817 1.4908050475127972 False 0.0565 Inputed -19.239302453474426 -19.159349482789793 """""" """""" """"""
-0.06019924095208051 0.39139078168139235 -16.373698673796987 18.551420495560663 5345.31247147759 204.55706807151722 51 34 34 59.87854170007631 47 True False 2020ufp 278.9264541666666 48.90105277777778 SNII 0.053 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 278.9264541666666 48.90105277777778 TNS 2020ufp ZTF20acectxy 2020ufp SNII 0.053 0.09366047923829512 0.4089225524428386 0.16664283163614613 0.24341670883163857 0.4089225524428386 0.5914051184126059 9.18923579009256 9.18923579009256 50.68930590998375 50.68930590998375 59127.204421299975 59117.22388890013 18.258307815624082 18.258307815624082 18.402318081825307 2.371182898828085 4.244459259601045 5.085369107402464 278.9282361 48.90026328 0.0018423549972987896 15.207484815478326 23.64 22.956254735040666 1.0 """""" """""" """""" """""" 1 False True all False False 0 4.407319049981034 3.4379192212338547 278.92732519 48.90181707 0.003834559845131702 16.291585173106192 15.552005217170715 15.102155271482468 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.980532399844378 5.085369107402464 4.244459259601045 0.6837452649593345 1.1981194296774709 5.381692184375918 4.553936653215359 False 0.053 Inputed -18.480279992309242 -18.624290258510467 """""" """""" """"""
-0.0014112650392101391 0.6058471172830006 -12.007922653953546 17.35213098379886 4262.78701980858 329.3913023299176 123 19 19 74.69498839974403 69 True False 2019smj 117.41966708333 5.074211 SNIIn 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 117.41966708333 5.074211 TNS 2019smj ZTF19aceqlxc 2019smj SNIIn 0.06 0.3862510584795906 0.6127125177612882 0.4403393323830329 0.49608585304387987 0.6127125177612882 0.7364607196074004 346.0236868292189 346.0236868292189 -271.32869842947485 -271.32869842947485 58805.475810199976 58802.53526620008 17.2338286716984 17.55236831253011 17.2338286716984 5.640378638889868 3.1327672263906154 17.091348268280598 117.41930543 5.06947709 0.008936629002319951 15.686020225942135 16.13644372805357 15.906928990983962 1.0 """""" """""" """""" """""" 5 False True all False False 0 1.2071167662964861 8.506143327767685 117.41805429 5.07247833 0.018000495830109098 18.51421303037405 18.938413795006277 18.677353460383415 0.0 False False 0.3 0.7 1.5 0.02 8 3 2.9405439998954535 17.091348268280598 3.1327672263906154 0.2295147370696089 5.455671306920627 -1.4159245844765387 -1.3268996807144386 False 0.06 Inputed -19.9216723094994 -19.60313266866769 """""" """""" """"""
-0.07727723049702043 0.28411944312699444 -32.95125248985422 16.292646964610967 5175.68157778338 185.1383807323198 30 22 22 62.89754630019888 58 True False 2019rz 102.60757208333 43.053215805555 SNIIn 0.018853 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 102.60757208333 43.053215805555 TNS 2019rz ZTF18aadmssd 2019rz SNIIn 0.018853 0.2964823906295315 0.6977328450282343 0.3888722243819984 0.4863962170334979 0.6977328450282343 0.9323851323403929 -16.667535452463195 -16.667535452463195 79.56508175266208 79.56508175266208 58504.255740699824 58504.255740699824 16.21907176617244 16.46896949680173 16.21907176617244 15.842181421998031 4.6693752581379275 3.335261606670345 102.60704987 43.05237158 0.0005909046267537077 13.704581611156463 15.92655765991211 14.203470472955704 1.0 """""" """""" """""" """""" 1 False True all False False 0 12.069687119415953 0.20333949419080233 102.60753619 43.05326583 0.0019508764107777354 12.935608045816421 17.642106148290633 13.915105937719344 0.9875 False False 0.3 0.7 1.5 0.02 8 3 0.0 3.335261606670345 4.6693752581379275 1.7230871869564055 0.7142843361877054 -0.5424118368896202 -2.0156012932167364 False 0.018853 Inputed -18.40094206375793 -18.15104433312864 """""" """""" """"""
-0.1330148574627401 0.31075920284418634 -11.809739098793983 18.906281969121476 4447.104096698265 181.41884528254326 35 18 18 49.83432870032266 39 True True 2021arr 189.12724999999995 19.82586111111111 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 189.12724999999995 19.82586111111111 TNS 2021arr ZTF21aaflcbk 2021arr SNIa 0.07 0.36239582432051876 0.78879356153384 0.46047923922481715 0.5640768351305319 0.78879356153384 1.03864259088337 13.958684802743386 13.958684802743386 35.87564389757927 35.87564389757927 59248.43918980006 59231.45728009986 18.623645331695986 18.938162165067975 18.623645331695986 2.300296741395034 0.8370986663724164 0.17919891214686898 189.127248092744 19.825910856240448 0.004357149571949215 21.00354401970327 21.535864774279595 21.264334307668207 0.9214285714285715 """""" """""" """""" """""" 0 False True all False False 0 0.8370986663724164 0.17919891214686898 189.127248092744 19.825910856240448 0.004357149571949215 21.00354401970327 21.535864774279595 21.264334307668207 0.9214285714285715 False False 0.3 0.7 1.5 0.02 8 3 16.981909700203687 0.17919891214686898 0.8370986663724164 0.271530466611388 0.2140714342831664 2.5977026092116198 2.640688975972221 False 0.07 Inputed -18.87152061989481 -18.55700378652282 """""" """""" """"""
-0.1422287956083999 0.31985662663001796 -11.24925400001919 18.78431295156959 5007.627928957605 180.77368500934693 8 8 8 35.007835699710995 69 True True 2020dd 251.21879583333333 42.98226666666667 SNIa 0.05847 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 251.21879583333333 42.98226666666667 TNS 2020dd ZTF20aacdfep 2020dd SNIa 0.05847 0.16443234223117997 0.5438139277374106 0.25146731293041213 0.3435615339288205 0.5438139277374106 0.7670765347500499 6.723993383719554 6.723993383719554 28.283842315991443 28.283842315991443 58861.50943290023 58851.55061340006 18.385091328908015 18.385091328908015 18.726906692911324 23.07058266268449 2.019990408756126 7.73578720307375 251.22165810051 42.982749310652 0.0023918126105794135 15.882054302059709 17.053931926175952 16.290589925197363 0.97 """""" """""" """""" """""" 0 False True all False False 0 2.019990408756126 7.73578720307375 251.22165810051 42.982749310652 0.0023918126105794135 15.882054302059709 17.053931926175952 16.290589925197363 0.97 False False 0.3 0.7 1.5 0.02 8 3 9.958819500170648 7.73578720307375 2.019990408756126 0.7633420009785894 3.829615808838078 -1.3311594027320623 -2.4363167677139614 False 0.05847 Inputed -18.371738085692858 -18.713553449696168 """""" """""" """"""
-0.07564732697779152 0.13156840811972345 -10.2007298613761 19.170556142357455 5432.6784165494 155.66934838291195 30 16 16 60.94945599976927 57 True True 2019jwq 193.97762499999 48.751119 SNII 0.035 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 193.97762499999 48.751119 TNS 2019jwq ZTF19abcneik 2019jwq SNII 0.035 0.04966321231031401 0.4642984841770996 0.14328568577078116 0.24337884010887123 0.4642984841770996 0.7152479844070605 25.614513979841334 25.614513979841334 35.33494201992794 35.33494201992794 58674.19979170011 58665.19618060021 18.598204680772817 18.598204680772817 18.666269333133524 4.193272514880129 3.5168137795089955 7.2289182110948715 193.9765546986385 48.7529989537247 0.008626640481512515 17.193502882852556 17.826034360003472 17.40583443088174 0.9399999999999998 """""" """""" """""" """""" 0 False True all False False 0 3.5168137795089955 7.2289182110948715 193.9765546986385 48.7529989537247 0.008626640481512515 17.193502882852556 17.826034360003472 17.40583443088174 0.9399999999999998 False False 0.3 0.7 1.5 0.02 8 3 9.003611099906266 7.2289182110948715 3.5168137795089955 0.42019992912173265 2.055530563834445 -0.7721703207693444 -1.2604349022517845 False 0.035 Inputed -17.305935362226844 -17.37400001458755 """""" """""" """"""
-0.15508011157952836 0.27955672301665846 -10.760775515165998 16.993906817802532 6132.207911860235 141.1852569740537 67 35 35 67.93677089968696 71 True True 2019pe 240.33775541666 15.444393555555 SNIa 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 240.33775541666 15.444393555555 TNS 2019pe ZTF19aacivvy 2019pe SNIa 0.03 -0.09706072578950398 0.31652080153900997 -0.004968843240853005 0.09438203297096948 0.31652080153900997 0.5728831935036389 7.39344750954759 7.39344750954759 60.54332339013937 60.54332339013937 58502.482199099846 58492.54663190013 16.430564975086465 16.430564975086465 16.62899675601297 7.309454191745532 2.0532580046032862 1.2010303195334602 240.3375192166655 15.44463741642505 0.004380808207912534 18.556044858944418 18.836589419748783 18.54203924733162 0.99 """""" """""" """""" """""" 0 False True all False False 0 2.0532580046032862 1.2010303195334602 240.3375192166655 15.44463741642505 0.004380808207912534 18.556044858944418 18.836589419748783 18.54203924733162 0.99 False False 0.3 0.7 1.5 0.02 8 3 9.935567199718207 1.2010303195334602 2.0532580046032862 0.2945501724171642 0.5849388225156407 2.406024444662318 1.9130424913186488 False 0.03 Inputed -19.005800697612358 -19.204232478538863 """""" """""" """"""
-0.10441049215568249 0.31309657641185973 -7.635467329059716 18.83340608820302 5819.092421496633 123.75009906138082 42 21 21 35.96377310017124 40 True True 2019syx 7.0117499999999 -20.742311 SNII 0.045 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 7.0117499999999 -20.742311 TNS 2019syx ZTF19acgfvvi 2019syx SNII 0.045 -0.04866964510523886 0.4528582254105977 0.06136205685415774 0.18120171488408587 0.4528582254105977 0.771831054905654 8.50296557127237 8.50296557127237 27.46080752889887 27.46080752889887 58781.223715300206 58776.20718749985 18.392943607672063 18.392943607672063 18.499161267429503 1.1187917082232857 0.992167833893725 2.6985087979449798 7.011341346878475 -20.7416661528388 0.016270240328033037 20.935018134590386 21.383880108437538 20.827947033252716 0.8642857142857144 """""" """""" """""" """""" 0 False True all False False 0 0.992167833893725 2.6985087979449798 7.011341346878475 -20.7416661528388 0.016270240328033037 20.935018134590386 21.383880108437538 20.827947033252716 0.8642857142857144 False False 0.3 0.7 1.5 0.02 8 3 5.016527800355107 2.6985087979449798 0.992167833893725 0.5559330751848215 2.719810807970648 2.990936500765475 2.3287857658232127 False 0.045 Inputed -18.0240141723184 -18.13023183207584 """""" """""" """"""
-0.1099429083734205 0.3088619385826392 -3.128831403112505 18.833438242313438 4119.228917343044 194.9597037203863 19 6 6 12.008830999955535 90 True True 2021dmt 164.59554583333332 6.713272222222223 SNIa 0.0351 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 164.59554583333332 6.713272222222223 TNS 2021dmt ZTF21aalhrtk 2021dmt SNIa 0.0351 0.4107248970837176 0.8152215947967854 0.5043529616084932 0.6028442931880456 0.8152215947967854 1.049572730485096 19.56609950100958 19.56609950100958 -7.557268501054045 -7.557268501054045 59274.35851849988 59262.349687499925 18.598134419852663 19.40410183009985 18.598134419852663 3.861227779715129 2.914959670905691 6.728265890332702 164.596465544747 6.714902778855965 0.0005345274403608657 13.85644051845193 15.009675337399244 14.23563651593685 0.8700000000000001 """""" """""" """""" """""" 1 False True all False False 0 1.8995183218396767 5.229158066072894 164.59666709 6.71420488 0.0045625472399443145 17.523772326147558 15.576288899886608 17.566916247427464 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.008830999955535 6.728265890332702 2.914959670905691 0.7740388214623941 2.3081848978864943 -4.394426492700607 -4.362497903915813 False 0.0351 Inputed -17.380318765957355 -16.574351355710167 """""" """""" """"""
-0.11847829040702133 0.34914132371777556 -9.773783593953171 18.177861064853566 5154.572492096051 247.34275941239912 38 30 30 61.7747222003527 41 True False 2020rvl 1.2111124999999998 -18.75701388888889 SNIa 0.045 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 1.2111124999999998 -18.75701388888889 TNS 2020rvl ZTF20abvqilf 2020rvl SNIa 0.045 0.08757171954379928 0.34261726676715654 0.14739954189432325 0.20979551204217017 0.34261726676715654 0.4867138994131359 15.027228986848625 15.027228986848625 46.74749321350407 46.74749321350407 59098.35526619991 59082.4358680998 17.749116606547076 18.088229204941204 17.749116606547076 5.320740937302431 1.0093744690179183 0.7096739752183676 1.21127425 -18.75688978 0.0031629228061130776 19.95026336066723 20.19578796133995 20.07576476417184 0.95 """""" """""" """""" """""" 0 False True all False False 0 1.0093744690179183 0.7096739752183676 1.21127425 -18.75688978 0.0031629228061130776 19.95026336066723 20.19578796133995 20.07576476417184 0.95 False False 0.3 0.7 1.5 0.02 8 3 15.919398100115359 0.7096739752183676 1.0093744690179183 0.12002319716810916 0.7030829459247692 2.1075587563987455 2.3266481576247635 False 0.045 Inputed -18.774058833200826 -18.4349462348067 """""" """""" """"""
-0.07052872642246111 0.3587695748013996 -22.628796414482416 18.45828219279563 4799.258141221822 171.0021538370876 24 12 12 68.76909720012918 37 True False 2019ver 39.55962916666666 -15.272525000000002 SNIa 0.092 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 39.55962916666666 -15.272525000000002 TNS 2019ver ZTF19actzjrf 2019ver SNIa 0.092 0.3469329554988896 0.7983915503341308 0.4502366588044673 0.5597200445426864 0.7983915503341308 1.0654542527591815 18.8122034057384 18.8122034057384 49.95689379439078 49.95689379439078 58833.24306710018 58806.33621530002 18.288206153727288 18.365858634586594 18.288206153727288 3.2661562837202593 2.064730979302514 8.512390012492014 39.56049504 -15.2703129 0.0028543148387596418 15.902469394373894 17.049000813758372 16.32473331065178 0.95 """""" """""" """""" """""" 0 False True all False False 0 2.064730979302514 8.512390012492014 39.56049504 -15.2703129 0.0028543148387596418 15.902469394373894 17.049000813758372 16.32473331065178 0.95 False False 0.3 0.7 1.5 0.02 8 3 26.90685180015862 8.512390012492014 2.064730979302514 0.7242675031065922 4.122759864516384 -1.316857820828222 -1.9634728430755075 False 0.092 Inputed -19.810828448675085 -19.73317596781578 """""" """""" """"""
-0.10528266605117101 0.27486469847100825 -26.518044823547534 18.101239585396545 6307.353918854695 158.4988008596259 81 45 45 34.98267360031605 50 True False 2021fwx 96.39129583333332 46.736808333333336 SNII 0.0434 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 96.39129583333332 46.736808333333336 TNS 2021fwx ZTF21aapdulz 2021fwx SNII 0.0434 -0.015592948590018807 0.3712729156123231 0.07180292090349738 0.16521102925882047 0.3712729156123231 0.6051593216095839 -14.251293264252068 -14.251293264252068 49.23396686456812 49.23396686456812 59290.19935189979 59290.19935189979 17.90400562111054 17.90400562111054 18.07331122700452 1.4349305805889456 2.836891702217769 2.4400067898086446 96.39089294 46.73618935 0.0012399575009336417 15.926706641483307 16.78804572353363 16.13496313099861 0.99 """""" """""" """""" """""" 0 False True all False False 0 2.836891702217769 2.4400067898086446 96.39089294 46.73618935 0.0012399575009336417 15.926706641483307 16.78804572353363 16.13496313099861 0.99 False False 0.3 0.7 1.5 0.02 8 3 0.0 2.4400067898086446 2.836891702217769 0.6530825925350214 0.8600986734534648 -1.1159598975769072 -1.9383480960059103 False 0.0434 Inputed -18.370419269183756 -18.539724875077738 """""" """""" """"""
-0.12295766736270242 0.21186336657494598 -12.704985094027588 18.056154865110003 4944.2241764872815 93.5697851844229 50 29 29 50.00894679967314 48 True True 2021jao 155.22045833333334 6.156700000000001 SNIb 0.028 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 155.22045833333334 6.156700000000001 TNS 2021jao ZTF21aaufwyh 2021jao SNIb 0.028 0.3024013077481911 1.1897479749432378 0.4908425538978314 0.7002895724800595 1.1897479749432378 1.7879926323023767 22.934040370462284 22.934040370462284 27.074906429210856 27.074906429210856 59338.21348380018 59315.19517360022 17.699075852198852 17.821566607272004 17.699075852198852 1.187083660138429 2.6045885508158975 7.020838011852006 155.2223511788705 6.156188384071995 0.0011743140321083256 14.940510250861049 15.6606167485559 15.189128984025121 0.9800000000000001 """""" """""" """""" """""" 2 False True all False False 0 0.7 1.9001533212235735 155.220933204947 6.15646402339442 0.10081616013256878 24.31539608530998 22.395778816707136 24.74018080076456 0.075 False False 0.3 0.7 1.5 0.02 8 3 23.01831019995734 7.020838011852006 2.6045885508158975 0.471487764530778 2.6955651055337326 -2.160949858716105 -2.5099468681737314 False 0.028 Inputed -17.784826900793405 -17.662336145720253 """""" """""" """"""
-0.1866074314482435 0.27182459519854385 -6.344120015484935 18.977866262308233 6244.7543379301005 111.85672444895621 47 18 18 31.91644679987803 140 True False 2020ygy 301.01756666666665 49.95465277777778 SNIa 0.065 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 301.01756666666665 49.95465277777778 TNS 2020ygy ZTF20acjzzyr 2020ygy SNIa 0.065 -0.14324064507457734 0.379321816252272 -0.030522873236069614 0.093588003396885 0.379321816252272 0.7211723475164717 11.596219223929722 11.596219223929722 20.32022757594831 20.32022757594831 59150.141875000205 59139.18195600016 18.206628150559002 18.206628150559002 18.54135144098597 2.0203110202600842 0.7133962076829294 0.27026070475733743 301.01745719 49.95467875 0.0001426129447118507 16.890117955446243 17.475131577777862 16.841871284532548 0.6 """""" """""" """""" """""" 0 False True all False False 0 0.7133962076829294 0.27026070475733743 301.01745719 49.95467875 0.0001426129447118507 16.890117955446243 17.475131577777862 16.841871284532548 0.6 False False 0.3 0.7 1.5 0.02 8 3 10.959919000044465 0.27026070475733743 0.7133962076829294 0.6332602932453142 0.3788367555739172 -0.7314965727811398 -1.699480156453422 False 0.065 Inputed -18.790441067975433 -19.1251643584024 """""" """""" """"""
-0.12011871646601066 0.38010456140710447 -5.5589866024909 17.675843137937264 6446.988950772981 76.85196675826938 29 20 20 43.9586227000691 40 True False 2019dzn 196.10738041666 -20.4578315 SNIa 0.053447 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 196.10738041666 -20.4578315 TNS 2019dzn ZTF19aartuev 2019dzn SNIa 0.053447 -0.16257234809712173 0.6551615083804165 0.002276115022660008 0.19173565633676404 0.6551615083804165 1.2521638898725556 11.537576812968801 11.537576812968801 32.4210458871003 32.4210458871003 58607.29597220011 58598.25234950008 17.16151567926076 17.16151567926076 17.466863502248014 2.410213542575793 2.6251783453971873 13.775811696001714 196.11074452 -20.4600014 0.002081422291817958 14.318952104091645 15.086869097805023 14.555083955383301 0.82 """""" """""" """""" """""" 2 False True all False False 0 0.3143323575982243 9.421148415186664 196.10797389 -20.45527427 0.0015029856755289783 15.062799874162675 15.759340004634858 15.242887131357193 0.0 False False 0.3 0.7 1.5 0.02 8 3 9.043622700031847 13.775811696001714 2.6251783453971873 0.5317851424217217 5.247571739327846 -2.0746465814557364 -2.9117795468647127 False 0.053447 Inputed -19.434198898272452 -19.739546721259707 """""" """""" """"""
-0.13968998103891755 0.24648226756016278 -15.910655505257768 18.685590526578338 5782.36333132407 103.52624740315864 28 18 18 48.94484949996695 135 True True 2019faq 202.18910624999 6.69871625 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 202.18910624999 6.69871625 TNS 2019faq ZTF19aauivtj 2019faq SNIa 0.07 0.08647655390623399 0.771501886447826 0.23357963604955856 0.39598287944856736 0.771501886447826 1.223829582251291 15.116002561738469 15.116002561738469 33.82884693822848 33.82884693822848 58633.2504166998 58612.249282400124 18.354908358644842 18.354908358644842 18.41234294852426 1.8103074079994372 1.926202611392869 0.9517427857279455 202.189278719647 6.69851487464575 0.0031066377696559178 18.301067947474124 18.94041764043927 18.58135715093732 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.926202611392869 0.9517427857279455 202.189278719647 6.69851487464575 0.0031066377696559178 18.301067947474124 18.94041764043927 18.58135715093732 1.0 False False 0.3 0.7 1.5 0.02 8 3 21.00113429967314 0.9517427857279455 1.926202611392869 0.35906048950195313 0.494103154101595 0.5855092817944296 0.16901420241305942 False 0.07 Inputed -19.082823003066537 -19.140257592945954 """""" """""" """"""
-0.11105991209321625 0.40989387222981516 -7.962158220028409 18.593470814313214 3695.760693421165 202.733856714485 38 18 18 33.880231499671936 69 True True 2020bqt 117.27917916666665 12.091216666666668 SNIa 0.046652 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 117.27917916666665 12.091216666666668 TNS 2020bqt ZTF20aalmeaj 2020bqt SNIa 0.046652 0.6609987697865094 1.101040668889631 0.7633353134218375 0.8706524318407247 1.101040668889631 1.3538884356533458 15.06838253236657 15.06838253236657 18.811848967305366 18.811848967305366 58896.26988429995 58881.26975690015 18.33992597516228 18.989930850284967 18.33992597516228 0.6087600991655464 5.342726464181741 5.42712077778057 117.2787163341615 12.0926546665508 0.001174517106785733 14.110428536958693 15.20189506621361 14.46218748775959 0.975 """""" """""" """""" """""" 2 True True all False False 0 0.7 4.831037528921745 117.28042398529 12.0917817006644 0.3813192910383304 24.30869417630434 22.935070087776182 24.597628269884588 0.125 False False 0.3 0.7 1.5 0.02 8 3 15.000127399805933 5.42712077778057 5.342726464181741 0.7397075784540199 1.015796113494602 -3.788035784071358 -3.8777384874026914 False 0.046652 Inputed -18.262392801174922 -17.612387926052236 """""" """""" """"""
-0.12139091181309057 0.41003507614061024 -2.3564286767741867 18.515582277293962 5327.713937941189 207.40965705917864 28 14 14 30.946064800024033 36 True True 2020bro 30.61012083333333 10.966605555555555 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 30.61012083333333 10.966605555555555 TNS 2020bro ZTF20aaivego 2020bro SNIa 0.09 0.0017304859890039381 0.29196735424735465 0.0688981663692374 0.13957112137955363 0.29196735424735465 0.46003505661938604 15.942566757138213 15.942566757138213 15.00349804288582 15.00349804288582 58885.12011570018 58874.16526619997 18.260060847218092 18.260060847218092 18.2892489987872 0.7213693968167038 0.7605470440730887 0.34925122715321427 30.61002558801065 10.9666314088784 0.0009766474993175844 19.23304640899181 19.913732904906272 19.4569208081913 1.0 """""" """""" """""" """""" 0 False True all False False 0 0.7605470440730887 0.34925122715321427 30.61002558801065 10.9666314088784 0.0009766474993175844 19.23304640899181 19.913732904906272 19.4569208081913 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.954849500209093 0.34925122715321427 0.7605470440730887 0.45681209671497314 0.4592105509776344 1.6536720576881798 1.1676718094040979 False 0.09 Inputed -19.761135646392034 -19.790323797961143 """""" """""" """"""
-0.20148733308177857 0.2032160854744964 -7.711171953340562 17.560000737296846 6046.209608358145 190.2726602062329 224 158 158 73.96759259980172 56 True False 2020rzx 51.623666666666665 33.74856944444444 SNIa 0.045 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 51.623666666666665 33.74856944444444 TNS 2020rzx ZTF20abvtozi 2020rzx SNIa 0.045 -0.12372151863350922 0.16451487196542303 -0.05763628280338651 0.01232174752099624 0.16451487196542303 0.3342246868013703 14.144651963297017 14.144651963297017 59.822940636504704 59.822940636504704 59097.423240699805 59083.47603010014 16.799588026050372 16.799588026050372 17.095272014956745 3.281040410337878 0.9423474620862172 1.7405159422898886 51.62368854 33.74808631 0.01560920108792041 21.581967355823515 21.609675570201873 22.74664471540451 0.85 """""" """""" """""" """""" 0 False True all False False 0 0.9423474620862172 1.7405159422898886 51.62368854 33.74808631 0.01560920108792041 21.581967355823515 21.609675570201873 22.74664471540451 0.85 False False 0.3 0.7 1.5 0.02 8 3 13.947210599668324 1.7405159422898886 0.9423474620862172 -1.136969145202638 1.8470001908177744 4.8100875441515 5.651372700447766 False 0.045 Inputed -19.427903424791158 -19.72358741369753 """""" """""" """"""
-0.21957024171419004 0.2126940087951302 -6.108065325938075 16.734210738770102 5141.0255017491945 153.39681126969882 71 49 49 72.88101850030944 54 True True 2021dch 196.34900416666665 29.509630555555557 SNIa 0.020165 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 196.34900416666665 29.509630555555557 TNS 2021dch ZTF21aalinof 2021dch SNIa 0.020165 0.09183047002241551 0.526294009700468 0.1898612118738967 0.29471297801223173 0.526294009700468 0.7896122567946549 10.972567339856283 10.972567339856283 61.908451160453154 61.908451160453154 59272.402384299785 59262.371435199864 16.2421251524591 16.2421251524591 16.29303808598483 8.984977700674927 1.4199583430002545 3.4406453688909875 196.3483730995615 29.510412738447748 0.0004794385323871886 15.53180189792186 16.5468519128263 15.848145639628171 0.97 """""" """""" """""" """""" 0 False True all False False 0 1.4199583430002545 3.4406453688909875 196.3483730995615 29.510412738447748 0.0004794385323871886 15.53180189792186 16.5468519128263 15.848145639628171 0.97 False False 0.3 0.7 1.5 0.02 8 3 10.03094909992069 3.4406453688909875 1.4199583430002545 0.6987062731981268 2.42306077910792 0.30472676036719903 -0.4448924463566577 False 0.020165 Inputed -18.47378879153914 -18.52470172506487 """""" """""" """"""
-0.16461267240342392 0.25166976430077426 -5.180206395789954 18.11216560814155 6209.186081089412 97.8534513079309 102 62 62 68.91959489975125 81 True True 2020lql 249.2966208333333 78.13291666666666 SNIa 0.054501 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 249.2966208333333 78.13291666666666 TNS 2020lql ZTF20abdsunu 2020lql SNIa 0.054501 -0.1409173299129307 0.47464869551279776 -0.010882587866717586 0.13421409269248485 0.47464869551279776 0.8915310385986928 15.060814619772888 15.060814619772888 53.85878027997836 53.85878027997836 59013.24600689998 59001.386099500116 17.540172229635647 17.540172229635647 17.710181637426064 2.5054784530235166 5.555939899543894 13.7022016777945 249.31512013101099 78.1330386106593 0.0018345898712349706 13.680133527822495 15.209441638815402 14.036035140547753 1.0 """""" """""" """""" """""" 8 False True all False False 0 0.7 2.7293422272007817 249.297268135557 78.1321702938917 0.05575038065224003 22.814142143335342 22.42559858332634 22.766119963715077 0.05 False False 0.3 0.7 1.5 0.02 8 3 11.859907399863005 13.7022016777945 5.555939899543894 1.1734064982676493 2.4662256837802294 -2.330730590820245 -3.6741464968783113 False 0.054501 Inputed -19.233820723758715 -19.40383013154913 """""" """""" """"""
-0.10265417500559569 0.3121907111307495 -8.975276098506505 18.21361215493117 6092.5907751288 109.7077891582856 43 39 39 69.96572919981554 41 True True 2020yji 180.13566666666665 56.39095 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 180.13566666666665 56.39095 TNS 2020yji ZTF20acnvlgg 2020yji SNIa 0.07 -0.08185707534011044 0.4814038705249999 0.039548999892502934 0.17328634667868315 0.4814038705249999 0.8504826051514804 9.334873463489208 9.334873463489208 60.63085573632633 60.63085573632633 59156.47570599988 59149.50597220007 17.632751796002363 17.632751796002363 17.893735394286143 3.207938735462727 0.489213126231707 6.689381890209781 180.13552524439052 56.39280651208685 0.07277595309794327 21.096687534083724 21.977906146593092 21.367180651691555 0.22999999999999998 """""" """""" """""" """""" 0 False True all False False 0 0.489213126231707 6.689381890209781 180.13552524439052 56.39280651208685 0.07277595309794327 21.096687534083724 21.977906146593092 21.367180651691555 0.22999999999999998 False False 0.3 0.7 1.5 0.02 8 3 6.969733799807727 0.0 0.0 0.0 0.0 6.007248203997637 5.376264605713857 True 0.07 Inputed -19.601430557304653 -19.862414155588432 """""" """""" """"""
-0.1626213958715841 0.2751199277430045 -23.195998006057685 17.733466983944044 5457.587530107429 130.79217870647992 39 24 24 51.96054399991408 46 True True 2021tet 27.838249999999995 25.0218 SNIa 0.047 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 27.838249999999995 25.0218 TNS 2021tet ZTF21ablwdur 2021tet SNIa 0.047 0.2095635541113694 0.7734682860421387 0.3348513386577423 0.4701842264476248 0.7734682860421387 1.1248664805422024 -15.26009161084163 -15.26009161084163 67.2206356107557 67.2206356107557 59409.42603009986 59409.42603009986 17.905608015272215 17.905608015272215 17.94451339354407 4.454469149179327 0.7657852411610744 9.469343662642375 27.83599183 25.02345283 0.24883742670672382 21.92816127588749 22.97412193078995 21.988728570652007 0.5125 """""" """""" """""" """""" 0 False True all False False 0 0.7657852411610744 9.469343662642375 27.83599183 25.02345283 0.24883742670672382 21.92816127588749 22.97412193078995 21.988728570652007 0.5125 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.0 0.0 0.0 0.0 5.734391984727786 5.325486606455929 True 0.047 Inputed -18.674122909050645 -18.7130282873225 """""" """""" """"""
-0.033989596852100415 0.4728407193257766 -16.927811287237954 19.122017735499693 4847.971339378522 166.95362297655896 90 75 75 74.979780100286 106 True True 2020ykm 161.2924833333333 4.949822222222222 SNIIP 0.069 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 161.2924833333333 4.949822222222222 TNS 2020ykm ZTF20acngnrs 2020ykm SNIIP 0.069 0.27798316623101726 0.7233496095390386 0.3795907163910357 0.48748635178900557 0.7233496095390386 0.9881715922839902 43.091717888550455 43.091717888550455 31.88806221173555 31.88806221173555 59187.48837959999 59149.50490739988 18.858073914029692 19.09158919986621 18.858073914029692 0.30142161629777364 4.261731249968201 19.451142670515207 161.2916330337295 4.94448594964184 0.005217337662407506 14.569669882168174 15.719493074193002 14.803870381512642 0.9949999999999999 """""" """""" """""" """""" 20 False True all False False 0 0.7 0.7721770479943398 161.292411967902 4.95002458923598 0.011241663992449746 22.39169206953883 22.5861250206089 22.75927737069607 0.4 False False 0.3 0.7 1.5 0.02 8 3 37.983472200110555 19.451142670515207 4.261731249968201 0.9156226926803601 4.564141080144447 -3.372096125673208 -4.05420353251705 False 0.069 Inputed -18.605359749242567 -18.37184446340605 """""" """""" """"""
-0.05031762948116428 0.3896909399912307 -18.301319809335684 18.334041582874274 5899.299176784152 203.84939512270466 15 15 15 50.833692099899054 35 True False 2021tdp 354.4580083333333 -22.065822222222224 AGN 0.0496 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 354.4580083333333 -22.065822222222224 TNS 2021tdp ZTF21abpbbvm 2021tdp AGN 0.0496 -0.02976808811783016 0.25890453294201166 0.03691273871055145 0.1071592120464473 0.25890453294201166 0.42662568010702984 0.42772854410107186 0.42772854410107186 50.40596355579798 50.40596355579798 59423.43835650012 59423.43835650012 18.153558383826045 18.190786822462496 18.153558383826045 0.8332907555808994 2.013063507815164 1.6482146709339052 354.45790677 -22.06627028 0.0010559723553602574 16.637562878483532 16.93090522108078 16.798420359146593 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.013063507815164 1.6482146709339052 354.45790677 -22.06627028 0.0010559723553602574 16.637562878483532 16.93090522108078 16.798420359146593 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 1.6482146709339052 2.013063507815164 0.13248486193418785 0.8187594005530209 -1.2598816013817142 -1.3551380246794515 False 0.0496 Inputed -18.58333372666115 -18.546105288024698 """""" """""" """"""
-0.014194480781263823 0.16109151820164236 -1.7798703365017121 18.979890974338083 3112.0561282750577 419.8917708142249 83 33 33 74.96349539980292 59 True True 2018elk 268.43458999999 40.755769111111 SNII 0.026 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 268.43458999999 40.755769111111 TNS 2018elk ZTF18aavqdyq 2018elk SNII 0.026 0.957350142114052 1.1876458490860529 1.012994439593065 1.0699085085811966 1.1876458490860529 1.3107675215250083 201.8098613868698 201.8098613868698 -126.84636598706689 -126.84636598706689 58333.32874999987 58258.36525460007 18.704526701915377 19.55583669807186 18.704526701915377 0.8849596979937319 3.7756205888176875 5.912427460275772 268.4350296644915 40.757377329749644 0.00669357772258139 16.990943846286534 17.373762337265013 17.124323001288175 0.9899999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 3.955318524578653 268.434533857814 40.7568669873416 0.04661330329586477 21.747845651750566 21.451578550958633 21.21650502903223 0.04 False False 0.3 0.7 1.5 0.02 8 3 74.96349539980292 5.912427460275772 3.7756205888176875 0.2494393359768381 1.5659485165926623 -2.1820743608068476 -1.5802037006272016 False 0.026 Inputed -16.617368724291957 -15.766058728135473 """""" """""" """"""
-0.13028043574676407 0.2775171539829991 -12.824710625470843 18.63607335995735 4631.700186046769 111.41734731499798 22 14 14 48.97107640001923 57 True True 2019ofk 244.62528749999 18.475066166666 SNIIb 0.03561 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 244.62528749999 18.475066166666 TNS 2019ofk ZTF19abqmsnk 2019ofk SNIIb 0.03561 0.37863357830517685 1.1300691465697241 0.542661122858366 0.7218210405436025 1.1300691465697241 1.6135023712827348 18.07855712028958 18.07855712028958 30.892519279729648 30.892519279729648 58733.211955999956 58712.1480208002 18.386876792227927 18.493782585126926 18.386876792227927 2.245572915405765 2.640551566646446 7.63944343633978 244.6271654611685 18.4739126640552 0.003952476682477335 16.380436008579732 16.879404337744713 16.55771142360687 0.9916666666666667 """""" """""" """""" """""" 1 False True all False False 0 2.8005656810485564 7.6121976459868 244.62713626116852 18.4738844740552 0.004191646077283728 16.411927494714263 16.864632953431606 16.589790320363043 0.9944444444444444 False False 0.3 0.7 1.5 0.02 8 3 21.06393519975245 7.63944343633978 2.640551566646446 0.3216929141378415 2.893124123321715 -1.6143782473822128 -1.8291653686210552 False 0.03561 Inputed -17.62317143775941 -17.51626564486041 """""" """""" """"""
-0.14512086462160564 0.2862044383643865 -8.892396789418747 17.73328268225095 5895.276451884388 100.66335976239897 45 27 27 51.94012729963288 38 True True 2020admb 128.10833333333332 56.46490277777778 SNIa 0.043947 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 128.10833333333332 56.46490277777778 TNS 2020admb ZTF20adadsgm 2020admb SNIa 0.043947 -0.030771866717881124 0.6198134294417521 0.1078511504908306 0.2616715191033414 0.6198134294417521 1.0545984166654598 1.7960838783065203 1.7960838783065203 50.14404342132636 50.14404342132636 59217.42909719981 59215.36135420017 17.334498552415507 17.334498552415507 17.432888654438 4.739829078223207 3.628145819558845 5.914656909120904 128.10546548186102 56.46533777261725 0.0007515857935168624 14.172831501572132 15.35406846981287 14.59788155898094 0.985 """""" """""" """""" """""" 0 False True all False False 0 3.628145819558845 5.914656909120904 128.10546548186102 56.46533777261725 0.0007515857935168624 14.172831501572132 15.35406846981287 14.59788155898094 0.985 False False 0.3 0.7 1.5 0.02 8 3 2.0677429996430874 5.914656909120904 3.628145819558845 0.7561869108319286 1.6302147717536009 -1.9804300826026378 -2.8350070954570583 False 0.043947 Inputed -19.038323840127084 -19.136713942149576 """""" """""" """"""
-0.1848608028809672 0.2161952449705743 -5.779594169904388 16.257198799841586 5674.504300765392 148.679261080933 66 32 32 74.76064819982275 66 True True 2019aik 159.40995791666 37.458211 SNIa 0.023 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 159.40995791666 37.458211 TNS 2019aik ZTF19aagmsrr 2019aik SNIa 0.023 -0.045624440864445504 0.360807287541995 0.04551779826181068 0.14339541013794843 0.360807287541995 0.6096977835735373 17.496710870517358 17.496710870517358 57.2639373293054 57.2639373293054 58526.42593749985 58511.43464120012 15.765421881036186 15.765421881036186 15.96535140734458 10.451809436615553 4.4864344976439785 10.830381226983606 159.4079465390085 37.4556612145784 0.0005726870652207339 12.743558466624021 13.884746239359378 13.111436516617538 0.865 """""" """""" """""" """""" 0 False True all False False 0 4.4864344976439785 10.830381226983606 159.4079465390085 37.4556612145784 0.0005726870652207339 12.743558466624021 13.884746239359378 13.111436516617538 0.865 False False 0.3 0.7 1.5 0.02 8 3 14.991296299733222 10.830381226983606 4.4864344976439785 0.7733097227418408 2.4140286083907188 -1.8806756416768078 -2.853914890727042 False 0.023 Inputed -19.088680561900272 -19.288610088208664 """""" """""" """"""
-0.13549526599021705 0.2781184979300515 -10.062459039787473 17.667639842523112 6215.114697236133 172.83702622637338 26 17 17 58.85916670039296 40 True False 2018lem 53.592457916666 -1.590031 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 53.592457916666 -1.590031 TNS 2018lem ZTF18adbckox 2018lem SNIa 0.05 -0.13570157231905 0.18196675485894076 -0.0635191899451577 0.013339863567672694 0.18196675485894076 0.3720104794321202 11.306608649054278 11.306608649054278 47.552558051338686 47.552558051338686 58493.1906365999 58481.26623839978 17.15057287336367 17.15057287336367 17.278895404052854 3.3513895984890127 1.6318723885601427 6.835940861184695 53.59070501 -1.58929929 0.02360957837356148 19.28202827925682 23.64 23.27 0.925 """""" """""" """""" """""" 0 False True all False False 0 1.6318723885601427 6.835940861184695 53.59070501 -1.58929929 0.02360957837356148 19.28202827925682 23.64 23.27 0.925 False False 0.3 0.7 1.5 0.02 8 3 11.924398200120777 6.835940861184695 1.6318723885601427 0.370000000000001 4.189016806158649 6.489427126636329 5.991104595947146 False 0.05 Inputed -19.475643227122422 -19.603965757811604 """""" """""" """"""
-0.1435009262316082 0.32932102275901404 -6.920736331951992 17.95843917154488 5085.130349392204 99.86921950371581 55 35 35 37.07832180010155 49 True True 2020ilb 145.266375 34.7336 SNIa 0.0499 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 145.266375 34.7336 TNS 2020ilb ZTF20aawqywr 2020ilb SNIa 0.0499 0.15181395352227867 0.8992540614480191 0.3116931751188261 0.488625081803729 0.8992540614480191 1.3963799618854011 13.879716253440058 13.879716253440058 23.19860554666149 23.19860554666149 58981.22857639985 58968.168298599776 17.685507308702647 17.79888267291155 17.685507308702647 1.4699928723094604 3.190772331682933 3.3920198521931195 145.26715031078948 34.7329058680808 0.00047779156536897904 14.257584002579152 15.491734767167568 14.67386072761774 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 3.190772331682933 3.3920198521931195 145.26715031078948 34.7329058680808 0.00047779156536897904 14.257584002579152 15.491734767167568 14.67386072761774 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 13.06027780007571 3.3920198521931195 3.190772331682933 0.8178740395498281 1.0630717267139023 -2.3071479057439817 -3.011646581084907 False 0.0499 Inputed -19.064632827684136 -18.951257463475233 """""" """""" """"""
-0.14592727991116294 0.3005261949744915 -6.447340740362371 18.451446008372994 5784.423767723078 142.4820197364517 44 19 19 51.99843750009313 44 True True 2021tfx 215.58335416666665 47.934219444444444 SNIa 0.07295 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 215.58335416666665 47.934219444444444 TNS 2021tfx ZTF21abkrteb 2021tfx SNIa 0.07295 -0.06224617460239301 0.35889488323748964 0.03171192053656924 0.13294803457511506 0.35889488323748964 0.6190921239741343 14.789771419520502 14.789771419520502 37.20866608057263 37.20866608057263 59419.20150459977 59406.20288190013 18.04725881539324 18.04725881539324 18.237218399563314 0.8019576195230126 2.484200210808413 5.364696625888804 215.581731949925 47.9352389733461 0.000958947310410907 15.143980207315684 16.279030778962372 15.506677920898198 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 2.654110457666071 215.583870403662 47.9335683575482 0.03576891970720619 22.274305881221295 22.90512642376423 22.943016312419175 0.05 False False 0.3 0.7 1.5 0.02 8 3 12.998622699640691 5.364696625888804 2.484200210808413 0.7723528580641741 2.1595266768546866 -1.768228036430866 -2.730540478665116 False 0.07295 Inputed -19.34901494303446 -19.538974527204537 """""" """""" """"""
-0.17577393686519344 0.29795927509530024 -5.1981113908262735 18.624274335616512 4706.645707552889 106.46019608315153 32 14 14 28.95187499979511 70 True True 2020acjw 172.75382916666663 27.242833333333333 SNIa 0.05313 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 172.75382916666663 27.242833333333333 TNS 2020acjw ZTF20acwqndp 2020acjw SNIa 0.05313 0.24060848858707828 0.9726992938126315 0.3990216747575168 0.5730361440191487 0.9726992938126315 1.4504531988768044 10.657518411076557 10.657518411076557 18.29435658871855 18.29435658871855 59203.4847569 59194.51751160016 18.3796181775793 18.48442647623433 18.3796181775793 2.0605676267194917 2.6995584731398043 7.604891550706582 172.753277851925 27.2448881512704 0.0009247543288689597 14.455646814133525 15.619355307343007 14.852458732354641 0.975 """""" """""" """""" """""" 0 False True all False False 0 2.6995584731398043 7.604891550706582 172.753277851925 27.2448881512704 0.0009247543288689597 14.455646814133525 15.619355307343007 14.852458732354641 0.975 False False 0.3 0.7 1.5 0.02 8 3 8.967245299834758 7.604891550706582 2.6995584731398043 0.7668965749883654 2.8170871742079657 -2.8650711688913226 -3.527159445224658 False 0.05313 Inputed -18.50836567467586 -18.40355737602083 """""" """""" """"""
-0.0019489987704566325 0.2968696258614114 -18.106584495224254 17.8116612911285 3128.813967862826 252.26207897870012 13 10 10 74.732210600283 86 True False 2018eog 307.05020791666 -3.136330999999 SNII 0.015 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 307.05020791666 -3.136330999999 TNS 2018eog ZTF18abnuexr 2018eog SNII 0.015 1.1052816560199794 1.5241241526049443 1.204243439553295 1.306954528961711 1.5241241526049443 1.757832137414674 633.9354847239578 633.9354847239578 -559.2032741236748 -559.2032741236748 58377.27447920013 58348.353483799845 17.904610286091245 18.01814136871802 17.904610286091245 16.2268921478626 6.653229586498543 10.880967695314514 307.04723036 -3.13578681 0.008042592747173893 15.697676959085465 16.390988307905197 15.966588806080818 1.0 """""" """""" """""" """""" 2 False True all False False 0 0.7223534961538289 6.6906302650440015 307.05090811 -3.13460901 0.14209401425894752 21.994803839087485 24.29925418255329 22.991590547823908 0.0 False False 0.3 0.7 1.5 0.02 8 3 28.92099540028721 10.880967695314514 6.653229586498543 0.4243995018243787 1.6354414880549677 -1.627153060812823 -1.938021480010427 False 0.015 Inputed -16.21681704755333 -16.103285964926556 """""" """""" """"""
-0.08722081907958877 0.49130666124049516 -4.70165342317714 18.6398301404747 5968.1642083978695 118.88141028386897 57 50 50 60.835879599675536 42 True True 2020exj 220.66671863 30.24422086 SLSN-I 0.133 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 220.66671863 30.24422086 TNS 2020exj ZTF20aattyuz 2020exj SLSN-I 0.133 -0.10894752377074113 0.3916072723455315 8.630385256580553e-05 0.11938909512474538 0.3916072723455315 0.7137649929408312 11.466397971933548 11.466397971933548 49.36948162774199 49.36948162774199 58944.474108799826 58936.45418980019 18.40391608906999 18.40391608906999 18.565676585164955 0.5467743076616133 0.6211657473036433 0.20435286664836555 220.666666138312 30.24418671484095 0.0077059415090857675 22.52125596436173 23.347538741126655 23.522227106187344 0.125 """""" """""" """""" """""" 0 False True all False False 0 0.6211657473036433 0.20435286664836555 220.666666138312 30.24418671484095 0.0077059415090857675 22.52125596436173 23.347538741126655 23.522227106187344 0.125 False False 0.3 0.7 1.5 0.02 8 3 8.019918999634683 0.20435286664836555 0.6211657473036433 -0.17468836506068897 0.32898283193402184 4.943622652056664 4.95655052102239 False 0.133 Inputed -20.351595542769747 -20.51335603886471 """""" """""" """"""
-0.20611450801671466 0.17465597884811185 -4.732271181122948 18.05702581505922 4736.884036568719 68.05169679203951 22 11 11 31.002673600334674 60 True True 2019nlh 241.85721458333 15.635921305555 SNIa 0.037 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 241.85721458333 15.635921305555 TNS 2019nlh ZTF19abpbmli 2019nlh SNIa 0.037 0.2637761701822967 1.5591562215156785 0.5220928136964638 0.8206659339608358 1.5591562215156785 2.5281702374092205 12.714771774857336 12.714771774857336 18.287901825477338 18.287901825477338 58715.15190970013 58706.17072919989 17.812875349630186 17.812875349630186 17.872642541858447 4.842010205961518 1.5105757050149304 1.943185994276692 241.85671862547548 15.636172801548451 0.0002742833774814768 15.367082078465224 16.475987180864813 15.737619741510153 0.9099999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.5105757050149304 1.943185994276692 241.85671862547548 15.636172801548451 0.0002742833774814768 15.367082078465224 16.475987180864813 15.737619741510153 0.9099999999999999 False False 0.3 0.7 1.5 0.02 8 3 8.981180500239134 1.943185994276692 1.5105757050149304 0.7383674393546595 1.2863876916764563 -1.3368881687653733 -2.1350228003482936 False 0.037 Inputed -18.221290657392668 -18.28105784962093 """""" """""" """"""
-0.23863749262715286 0.20815894464944582 -7.486729715172581 16.272021359712983 4895.003171442326 197.3429555927112 71 46 46 73.98824079986662 76 True False 2021umh 35.70845 42.72474722222223 SNIa 0.02836 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 35.70845 42.72474722222223 TNS 2021umh ZTF21abqikvn 2021umh SNIa 0.02836 0.1620746433582223 0.5057393954303038 0.24148413141902125 0.32511882350627985 0.5057393954303038 0.7053658977907773 12.094614098911373 12.094614098911373 61.893626700955245 61.893626700955245 59440.45393519988 59427.44931709999 15.742512277863113 15.742512277863113 15.894876296986233 20.290145120123615 5.067641472794448 0.9557333549347407 35.70821026 42.72454857 0.0016342300861390546 14.974944287323952 16.025579435372354 15.381167732858659 1.0 """""" """""" """""" """""" 0 False True all False False 0 5.067641472794448 0.9557333549347407 35.70821026 42.72454857 0.0016342300861390546 14.974944287323952 16.025579435372354 15.381167732858659 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.00461809989065 0.9557333549347407 5.067641472794448 0.6444117025136951 0.18859529823993662 0.2830671575092403 -0.5137085641275743 False 0.02836 Inputed -19.616961969391692 -19.76932598851481 """""" """""" """"""
-0.14803612448298586 0.35070912071497473 -8.442448389857429 18.044490116029458 6125.45542924771 114.27619591317614 70 25 25 47.89971060026437 47 True True 2021uns 216.1558083333333 58.55489166666666 SNIa 0.064 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 216.1558083333333 58.55489166666666 TNS 2021uns ZTF21abpivbd 2021uns SNIa 0.064 -0.09860832064978098 0.43053167168658035 0.016056352713341937 0.14193670484794296 0.43053167168658035 0.7741008083492353 16.555679777061393 16.555679777061393 31.344030823202978 31.344030823202978 59443.176990699954 59425.2568518999 17.57202538276981 17.57202538276981 17.739385561274624 1.3128232321748403 2.479908266187865 8.705727779653445 216.1520229025925 58.553495950623756 0.001595305866710306 14.985097505094707 15.91112130333483 15.32741498669386 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.479908266187865 8.705727779653445 216.1520229025925 58.553495950623756 0.001595305866710306 14.985097505094707 15.91112130333483 15.32741498669386 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 17.920138800051063 8.705727779653445 2.479908266187865 0.5837063166409706 3.5105039562757536 -1.660904079434978 -2.4119705745807636 False 0.064 Inputed -19.558246322401946 -19.72560650090676 """""" """""" """"""
-0.11442998204648998 0.34517487881275344 -13.617601287819609 18.468111974615468 5910.974161318012 178.97022493500316 68 32 32 35.907916700001806 46 True False 2021bmr 86.19170833333332 -20.90496111111111 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 86.19170833333332 -20.90496111111111 TNS 2021bmr ZTF21aagkhwf 2021bmr SNIa 0.08 -0.050334833734545725 0.27789578675562154 0.02462660478935419 0.10418231717127568 0.27789578675562154 0.4725236294845985 -4.321924785509932 -4.321924785509932 40.22984148551174 40.22984148551174 59243.230474499986 59243.230474499986 18.282158838185033 18.282158838185033 18.4014394326878 0.8484629406077078 0.9403376242185733 0.22144046915726917 86.19171712 -20.90490015 0.014291412337139153 22.26415028986931 22.495635371160507 22.278461852657795 0.7000000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.9403376242185733 0.22144046915726917 86.19171712 -20.90490015 0.014291412337139153 22.26415028986931 22.495635371160507 22.278461852657795 0.7000000000000001 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.22144046915726917 0.9403376242185733 0.21717351850271172 0.23549038500005534 4.2134765329754735 3.8770224199699967 False 0.08 Inputed -19.38849458938358 -19.507775183886345 """""" """""" """"""
-0.20160204509063717 0.19201847203935918 -22.61600595122801 16.22739754117156 4929.9411287016455 231.8033583238628 70 54 54 74.95474540023133 40 True True 2019gfb 356.85795458333 0.9493861944444 SNIa 0.027 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 356.85795458333 0.9493861944444 TNS 2019gfb ZTF19aaynsyd 2019gfb SNIa 0.027 0.24445010261868916 0.5481401147420115 0.31551070300038475 0.3897407465592799 0.5481401147420115 0.7205542901235908 -14.430753156287945 -14.430753156287945 89.38549855651928 89.38549855651928 58643.4586920999 58643.4586920999 16.20113998438012 16.20113998438012 16.655368148125536 17.061928884537775 1.6397631012853422 1.7397554406896174 356.85783942953253 0.9498555436664264 0.0003790054026302503 15.706042208224535 16.650799794662 16.034398433594703 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.6397631012853422 1.7397554406896174 356.85783942953253 0.9498555436664264 0.0003790054026302503 15.706042208224535 16.650799794662 16.034398433594703 0.975 False False 0.3 0.7 1.5 0.02 8 3 0.0 1.7397554406896174 1.6397631012853422 0.6164013610672967 1.0609797472122011 0.4496598102818794 -0.6209697145308333 False 0.027 Inputed -18.749021981062658 -19.203250144808074 """""" """""" """"""
-0.1663075994903933 0.31222994677391713 -8.245711974904893 17.715407222588865 6141.588570657163 186.6728144858609 103 84 84 72.88456019992009 44 True True 2020amx 148.570675 51.681219444444444 SNIa 0.049 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 148.570675 51.681219444444444 TNS 2020amx ZTF20aahdwze 2020amx SNIa 0.049 -0.13829244685285147 0.15240508661209162 -0.07177445057923393 -0.0012678936193850632 0.15240508661209162 0.3241664882481956 13.702232382969076 13.702232382969076 59.182327816951016 59.182327816951016 58886.24076389987 58871.29199070018 17.175447727015612 17.175447727015612 17.34194750393129 3.336035474651507 2.9626482201392217 0.930419012839317 148.570464927414 51.68099621713125 0.002584373400962625 16.97120671037704 17.45972782462537 17.14247658420682 0.985 """""" """""" """""" """""" 0 False True all False False 0 2.9626482201392217 0.930419012839317 148.570464927414 51.68099621713125 0.002584373400962625 16.97120671037704 17.45972782462537 17.14247658420682 0.985 False False 0.3 0.7 1.5 0.02 8 3 14.948773199692369 0.930419012839317 2.9626482201392217 0.31725124041855324 0.3140497769916114 0.28428009760975925 -0.1994709197244724 False 0.049 Inputed -19.368208919047028 -19.534708695962706 """""" """""" """"""
-0.14950121495668842 0.2794542658537808 -10.592208277960207 19.07008790774064 4478.7653811967 131.17953467069162 28 16 16 36.83597229979932 55 True True 2021blv 198.42404999999997 57.26220277777778 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 198.42404999999997 57.26220277777778 TNS 2021blv ZTF21aagycmk 2021blv SNIa 0.08 0.37726670490215497 0.9978074032567292 0.5155336727584334 0.6645946124555344 0.9978074032567292 1.3828628137872983 15.812583640873312 15.812583640873312 21.02338865892601 21.02338865892601 59249.40818289993 59231.53119210014 18.87393073097895 19.091744193359766 18.87393073097895 1.3772697668001943 1.709743022672733 9.408037313583646 198.419581059858 57.261208507957704 0.0017954305945357962 15.143191706405283 16.393796534749868 15.526126431056857 0.9549999999999998 """""" """""" """""" """""" 2 False True all False False 0 1.9767415957679644 7.7040651120418175 198.421541618111 57.2605476509261 0.0073741013242525355 17.387679658749104 18.75139303958416 17.67461688542366 0.9 False False 0.3 0.7 1.5 0.02 8 3 17.87699079979211 9.408037313583646 1.709743022672733 0.8676701036930101 5.502603133233822 -2.6979476586098983 -3.3478042999220943 False 0.08 Inputed -18.916003291092427 -18.698189828711612 """""" """""" """"""
-0.16416638956064117 0.23010259533876934 -8.036668187055378 19.0372390104186 6057.280012746105 117.64751931185646 61 46 46 64.77385420026258 46 True True 2020tuf 20.057187499999998 -0.044616666666666666 SNIa 0.099 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 20.057187499999998 -0.044616666666666666 TNS 2020tuf ZTF20acbttnt 2020tuf SNIa 0.099 -0.09155885328469182 0.4226257143001355 0.020345041609516556 0.14285665717902063 0.4226257143001355 0.754081765690156 15.873989802157357 15.873989802157357 48.89986439810522 48.89986439810522 59122.3368286998 59107.37581019988 18.350334499136927 18.350334499136927 18.64428809231975 0.9042381868750251 1.2016571284101871 0.3060726196420006 20.05710933336985 -0.0446501093236657 0.0025862690409034217 19.358203539927004 19.78334638172865 19.491976502946613 0.9899999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.2016571284101871 0.3060726196420006 20.05710933336985 -0.0446501093236657 0.0025862690409034217 19.358203539927004 19.78334638172865 19.491976502946613 0.9899999999999999 False False 0.3 0.7 1.5 0.02 8 3 14.961018499918282 0.3060726196420006 1.2016571284101871 0.29136987878203513 0.2547087787403549 1.433011882591721 0.8476884106268621 False 0.099 Inputed -19.617178224560615 -19.91113181774344 """""" """""" """"""
-0.12809113036693817 0.46767086943955305 -3.3938437279490543 18.19218875399676 6008.452606631097 105.17142959914518 103 57 57 43.9432639000006 58 True False 2021rjj 259.41020833333334 15.316988888888888 SNIIb 0.058 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 259.41020833333334 15.316988888888888 TNS 2021rjj ZTF21abidrcn 2021rjj SNIIb 0.058 -0.12615349597892944 0.44494486613415773 -0.004031558033858573 0.13118071616253957 0.44494486613415773 0.8240370810548718 15.567008381639395 15.567008381639395 28.376255518361205 28.376255518361205 59405.2983448999 59392.270694400184 17.835750753584943 17.835750753584943 17.98496371607233 0.7647988728708905 1.684899273606037 3.0823366739851106 259.40935441 15.31722295 0.008775811850956217 19.30164113957882 19.43272620763779 19.403371693348884 0.9400000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.684899273606037 3.0823366739851106 259.40935441 15.31722295 0.008775811850956217 19.30164113957882 19.43272620763779 19.403371693348884 0.9400000000000001 False False 0.3 0.7 1.5 0.02 8 3 13.027650499716401 3.0823366739851106 1.684899273606037 0.029354514288904454 1.829389282949992 1.5969754540528456 1.418407977276555 False 0.058 Inputed -19.09591984289534 -19.245132805382728 """""" """""" """"""
-0.20722450159508543 0.17074358790142655 -11.033175337993661 18.605483607429797 5019.424706464412 165.18791731284998 39 35 35 69.75322919990867 32 True True 2019wce 134.86575416666665 35.005097222222226 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 134.86575416666665 35.005097222222226 TNS 2019wce ZTF19acxnemy 2019wce SNIa 0.07 0.16781554591640457 0.5884384347521241 0.2635374678554818 0.36535309015480877 0.5884384347521241 0.839587259430246 12.612766631669924 12.612766631669924 57.140462568238746 57.140462568238746 58827.55018519983 58812.43408560008 18.13161876777138 18.13161876777138 18.154831786836223 2.325415203072711 1.2271321991855737 1.243460592572135 134.8657614008655 35.00544257711165 0.006639253848860549 20.26688285175085 20.66871975190878 20.481760729044677 0.93125 """""" """""" """""" """""" 0 False True all False False 0 1.2271321991855737 1.243460592572135 134.8657614008655 35.00544257711165 0.006639253848860549 20.26688285175085 20.66871975190878 20.481760729044677 0.93125 False False 0.3 0.7 1.5 0.02 8 3 15.11609959974885 1.243460592572135 1.2271321991855737 0.18695902286410515 1.0133061404446873 2.5371009841374033 2.326928942208454 False 0.07 Inputed -19.340334164754573 -19.363547183819417 """""" """""" """"""
-0.02933775911791068 0.24410969330777474 -18.8840589418595 17.585348016097402 4473.7350707465785 191.8419898552326 140 81 81 74.77259259996936 46 True True 2020hem 225.66731249999998 9.30386388888889 SNIIn 0.0935 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 225.66731249999998 9.30386388888889 TNS 2020hem ZTF20aaurfwa 2020hem SNIIn 0.0935 0.41042107226512314 0.8221109212457307 0.5055942309268957 0.6057926250678562 0.8221109212457307 1.0611811366200357 76.99842491820779 76.99842491820779 -2.2258323182384316 -2.2258323182384316 59001.258807899896 58953.44194439985 17.353216635866687 17.736110230012603 17.353216635866687 0.5151377854723281 2.518311824882021 0.43378887891659673 225.667232646807 9.303955046116279 0.000981684458278509 16.146291781163214 17.086174711476566 16.504015950216058 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.518311824882021 0.43378887891659673 225.667232646807 9.303955046116279 0.000981684458278509 16.146291781163214 17.086174711476566 16.504015950216058 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 47.816863500047475 0.43378887891659673 2.518311824882021 0.5821587612605086 0.17225383871471875 -0.6499355185360365 -0.8492006856506293 False 0.0935 Inputed -20.781626323269546 -20.39873272912363 """""" """""" """"""
-0.13027131541373965 0.3697109058626421 -5.544326900874715 18.671519498245384 4024.771748312096 197.0177636385315 30 21 21 38.076898199971765 40 True True 2021rky 357.3651708333333 14.462080555555556 SNIa 0.058 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 357.3651708333333 14.462080555555556 TNS 2021rky ZTF21abizpri 2021rky SNIa 0.058 0.47463011527057475 0.888454096578883 0.5705450855963115 0.6713529710013937 0.888454096578883 1.127652305307489 11.155818161817763 11.155818161817763 26.921080038154003 26.921080038154003 59406.463356500026 59397.4013772998 18.358957927242177 18.82293454724584 18.358957927242177 0.963473676877097 2.3229999966215287 0.5538019937545099 357.3653296954245 14.4620818726086 0.001024916634679962 16.406682610818148 17.16663426869154 16.71205663748026 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.3229999966215287 0.5538019937545099 357.3653296954245 14.4620818726086 0.001024916634679962 16.406682610818148 17.16663426869154 16.71205663748026 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.061979200225323 0.5538019937545099 2.3229999966215287 0.45457763121127925 0.23839948108477646 -1.6563002785543013 -1.6469012897619173 False 0.058 Inputed -18.721925631725494 -18.25794901172183 """""" """""" """"""
-0.13185128408233696 0.3646287107496152 -4.393527199685427 18.71516845267179 5533.960983845057 198.60115110247085 26 11 11 42.851226799655706 45 True True 2020qil 234.09364999999997 27.19621666666667 SNIa 0.078 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 234.09364999999997 27.19621666666667 TNS 2020qil ZTF20aboyujf 2020qil SNIa 0.078 -0.034691609717274474 0.26127847754156264 0.03352659905432276 0.10549432356827992 0.26127847754156264 0.4339132141605049 17.150915016564287 17.150915016564287 25.70031178309142 25.70031178309142 59066.18461810006 59052.29179400019 18.379047355436466 18.379047355436466 18.487828216359713 0.692600162216286 2.7148673803047387 4.254213157737224 234.09428144841002 27.19725639737015 0.0032651464452962964 16.91140842368126 17.720343529653547 17.2829459619391 0.99 """""" """""" """""" """""" 0 False True all False False 0 2.7148673803047387 4.254213157737224 234.09428144841002 27.19725639737015 0.0032651464452962964 16.91140842368126 17.720343529653547 17.2829459619391 0.99 False False 0.3 0.7 1.5 0.02 8 3 13.89282409986481 4.254213157737224 2.7148673803047387 0.4373975677144486 1.5670058834548657 -0.6587038257829185 -1.204882254420614 False 0.078 Inputed -19.24617691795146 -19.354957778874706 """""" """""" """"""
-0.0004148553767859693 0.5476425394636477 -1.9835785139321307 17.122815943387792 5233.318092613406 161.7882221904008 96 57 57 74.00707169994712 97 True False 2018ccb 277.73879208333 29.879819 SNIIP 0.02 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 277.73879208333 29.879819 TNS 2018ccb ZTF18aaxkqgy 2018ccb SNIIP 0.02 0.027479104111275632 0.4179792061279173 0.1159540697703818 0.2103357911209578 0.4179792061279173 0.6528770087994431 1452.5417520748965 1452.5417520748965 -1378.5346803749494 -1378.5346803749494 58272.415879600216 58269.31805559993 17.042074795885068 17.042074795885068 17.04307923466583 8.995351818537834 7.456757584080179 11.409428458851993 277.73916542 29.87666629 0.0026123286290644643 13.981539170122147 14.773107023334504 14.102182236766815 1.0 """""" """""" """""" """""" 3 False True all False False 0 2.9966793647337724 6.8444936878722515 277.73686134 29.88072021 0.004112081437516069 16.486898142147066 17.1217818898201 16.896924771118165 1.0 False False 0.3 0.7 1.5 0.02 8 3 3.097824000287801 11.409428458851993 7.456757584080179 0.6709247865676886 1.5300790363911758 -2.268967772550564 -2.9408969978990136 False 0.02 Inputed -17.705815533820264 -17.706819972601025 """""" """""" """"""
-0.1588701696519076 0.27584296162471983 -8.59465139607232 18.419190114162554 6718.856749247473 90.92818610861073 69 39 39 30.899317199829966 52 True False 2021bme 95.98370416666666 51.20558333333334 SNIa 0.074 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 95.98370416666666 51.20558333333334 TNS 2021bme ZTF21aaglxow 2021bme SNIa 0.074 -0.18486694343935994 0.46330937163951447 -0.049941399444062284 0.10202683357531583 0.46330937163951447 0.9127391279479369 1.4260630723156638 1.4260630723156638 29.473254127514302 29.473254127514302 59251.15893519996 59249.24498840002 17.828715018253114 17.828715018253114 18.06132206370707 0.9495965025357086 2.829396450501417 0.9800441534414508 95.98332692 51.20544825 0.0011159584103651587 15.97935648446083 16.54893608407974 16.157609706878663 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.829396450501417 0.9800441534414508 95.98332692 51.20544825 0.0011159584103651587 15.97935648446083 16.54893608407974 16.157609706878663 1.0 False False 0.3 0.7 1.5 0.02 8 3 1.9139467999339104 0.9800441534414508 2.829396450501417 0.39132637720107866 0.3463792263073527 -1.2797789341733719 -1.9037123568284073 False 0.074 Inputed -19.556450209752295 -19.789057255206252 """""" """""" """"""
-0.22198285923440225 0.20250671285439245 -5.690935734287306 18.655748184903604 5237.030707943588 129.91700476370812 47 44 44 64.98409719998017 42 True True 2020myg 353.6083749999999 27.756930555555556 SNIa 0.065 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 353.6083749999999 27.756930555555556 TNS 2020myg ZTF20abgbxzn 2020myg SNIa 0.065 0.07089593237301983 0.5890519234500751 0.18561430797644718 0.3098228547195703 0.5890519234500751 0.91368794870424 12.45344174008985 12.45344174008985 52.53065545989032 52.53065545989032 59025.34071760019 59014.390509299934 18.136295482490162 18.136295482490162 18.235083024184455 2.436745618146368 0.9561770059526825 0.06431961941464152 353.6083560280315 27.7569244443204 0.0010024976548548281 18.731070638233426 19.814143464200498 19.074438514032366 1.0 """""" """""" """""" """""" 0 False True all False False 0 0.9561770059526825 0.06431961941464152 353.6083560280315 27.7569244443204 0.0010024976548548281 18.731070638233426 19.814143464200498 19.074438514032366 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.950208300258964 0.06431961941464152 0.9561770059526825 0.7397049501681323 0.0672674818723098 1.677847981710336 0.839355489847911 False 0.065 Inputed -19.096709484776948 -19.19549702647124 """""" """""" """"""
-0.16046908752293734 0.21238636866590488 -10.347905789390033 19.240711748435473 5570.343849999953 84.97145810652752 29 16 16 38.951330999843776 47 True True 2019kpb 219.28148 33.125670777777 SNIa 0.08751 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 219.28148 33.125670777777 TNS 2019kpb ZTF19abcfzdy 2019kpb SNIa 0.08751 0.094387530010696 0.9715183507669032 0.2766324548822574 0.4820606667263263 0.9715183507669032 1.583664944212245 12.292387019007062 12.292387019007062 26.658943980836714 26.658943980836714 58679.19354170002 58666.208368100226 18.800668111054566 18.82412349221774 18.800668111054566 1.0604095276605867 1.2625178584188494 5.010561297400333 219.280965402461 33.1243473583331 0.002343206978460355 17.01770877896756 17.97384830875218 17.31578611746788 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.2625178584188494 5.010561297400333 219.280965402461 33.1243473583331 0.002343206978460355 17.01770877896756 17.97384830875218 17.31578611746788 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 12.985173599794507 5.010561297400333 1.2625178584188494 0.6580621912843014 3.9687052852269775 -0.8502751834655591 -1.4848819935866864 False 0.08751 Inputed -19.18763621463171 -19.164180833468535 """""" """""" """"""
-0.2465381939282057 0.15934803076607457 -4.484802148978654 16.83029624153626 4762.63383384249 186.07273947141846 60 40 40 71.99177080020308 78 True False 2021rgm 279.2669583333333 33.820550000000004 SNIa 0.017 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 279.2669583333333 33.820550000000004 TNS 2021rgm ZTF21abilrxd 2021rgm SNIa 0.017 0.18294870078451808 0.5548027830873856 0.2684872144186272 0.3588392381140011 0.5548027830873856 0.7725811063784462 12.002608131890154 12.002608131890154 59.98916266831293 59.98916266831293 59403.36874999991 59394.33115739981 16.37097173280557 16.37097173280557 16.38802296986195 8.928163220083935 4.133529534199037 1.3616058262280064 279.26737864 33.82069534 0.0009924276848454205 14.830812180316448 15.731602153730393 15.125288294315338 0.9400000000000001 """""" """""" """""" """""" 0 False True all False False 0 4.133529534199037 1.3616058262280064 279.26737864 33.82069534 0.0009924276848454205 14.830812180316448 15.731602153730393 15.125288294315338 0.9400000000000001 False False 0.3 0.7 1.5 0.02 8 3 9.037592600099742 1.3616058262280064 4.133529534199037 0.6063138594150548 0.32940512822339074 -0.6393695790751792 -1.2627346755466125 False 0.017 Inputed -18.006306255082738 -18.023357492139116 """""" """""" """"""
-0.25808334969981184 0.22799843048250384 -6.099699328047345 17.434640715421516 5321.45465380076 224.55594531229463 37 32 32 67.76009260024875 65 True True 2020hhj 220.30157916666664 14.891216666666667 SNIa 0.0305 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 220.30157916666664 14.891216666666667 TNS 2020hhj ZTF20aauwjmw 2020hhj SNIa 0.0305 0.024990811532937585 0.2957091979392956 0.08803257112644403 0.15409555995812596 0.2957091979392956 0.4507145679027147 9.527045278551686 9.527045278551686 58.23304732169707 58.23304732169707 58964.339502300136 58954.44120369991 16.984813015475645 16.984813015475645 17.075155234970254 5.530590022178033 2.1508029795797508 3.8118149727055735 220.301470628277 14.890163037603749 0.0004223160413521221 14.69803398116052 15.867337755092382 15.068671560815574 0.82 """""" """""" """""" """""" 1 True True all False False 0 1.4657071006904054 2.039499403712316 220.30162348 14.89065176 0.00028913428395538343 15.451934527236224 19.01043457416296 18.35426089525819 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.898298600222915 3.8118149727055735 2.1508029795797508 0.7986661942768087 1.7722752892272684 -1.1174752603832623 -2.00648367415468 False 0.0305 Inputed -18.595803957950327 -18.686146177444936 """""" """""" """"""
-0.12755304396530512 0.04105902466654365 -10.50982940796304 18.299628788717932 5639.710517622712 163.6696186239281 80 42 42 72.93569449987262 65 True False 2021lx 84.89779166666666 51.45153055555556 SNII 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 84.89779166666666 51.45153055555556 TNS 2021lx ZTF21aabjesm 2021lx SNII 0.03 -0.0037670405909047133 0.372694123946701 0.08157086498290056 0.17257674598980444 0.372694123946701 0.5989206181332349 22.533275620398292 22.533275620398292 50.40241887947433 50.40241887947433 59228.25521990005 59220.24283559993 17.438687433322425 17.438687433322425 17.613654066995206 2.3464491391109377 1.0889730924524201 0.9944715218264709 84.89755818 51.45129574 0.005614946779775365 20.41154329738617 21.183648500061036 20.810122097587584 0.7625 """""" """""" """""" """""" 0 False True all False False 0 1.0889730924524201 0.9944715218264709 84.89755818 51.45129574 0.005614946779775365 20.41154329738617 21.183648500061036 20.810122097587584 0.7625 False False 0.3 0.7 1.5 0.02 8 3 8.012384300120175 0.9944715218264709 1.0889730924524201 0.3735264024734519 0.9132195540175129 3.744961066738611 3.196468030592378 False 0.03 Inputed -18.021143386630122 -18.196110020302903 """""" """""" """"""
-0.18217458306316825 0.20752328762350206 -7.653084916602776 17.85814779481304 5658.753977727803 106.96582719728745 55 40 40 56.04956019995734 179 True False 2020omw 297.96084999999994 42.59370277777778 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 297.96084999999994 42.59370277777778 TNS 2020omw ZTF20abkfhzy 2020omw SNIa 0.05 0.001600560602664558 0.6212909350739082 0.13501581657715533 0.28208052181761545 0.6212909350739082 1.0283990434280526 13.041980524040294 13.041980524040294 43.00757967591704 43.00757967591704 59052.324513900094 59040.26134259999 17.357266926011594 17.357266926011594 17.409245922898766 1.7832981515478752 2.2905378204404974 2.6420792935091106 297.9599312 42.59398759 0.0006346362219078472 15.453330624771118 16.3165478515625 15.712653846168518 0.96 """""" """""" """""" """""" 0 False True all False False 0 2.2905378204404974 2.6420792935091106 297.9599312 42.59398759 0.0006346362219078472 15.453330624771118 16.3165478515625 15.712653846168518 0.96 False False 0.3 0.7 1.5 0.02 8 3 12.06317130010575 2.6420792935091106 2.2905378204404974 0.6038940053939825 1.153475515632834 -1.0407190744490933 -1.6965920767302478 False 0.05 Inputed -19.34529270827651 -19.397271705163682 """""" """""" """"""
-0.16826932960539404 0.2552133082146837 -7.886201316722262 18.196187733285026 5720.155473072792 210.45715355278932 83 56 56 72.81327550020069 47 True False 2021wzt 331.7776333333333 -20.57341111111111 SNIa 0.057216 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 331.7776333333333 -20.57341111111111 TNS 2021wzt ZTF21abvtuir 2021wzt SNIa 0.057216 -0.05786366369003915 0.21460560563595976 0.005200536521591914 0.07155052439143006 0.21460560563595976 0.3723349889239671 12.214389038922253 12.214389038922253 60.59888646127844 60.59888646127844 59465.2976505002 59453.312951399945 17.646798996701655 17.646798996701655 17.82227241715045 2.4966484443033665 1.5058504466653415 13.776605803689131 331.7787377 -20.5697266 0.0038191053643190642 15.23579761929512 16.322421034121515 15.638000010740758 0.72 """""" """""" """""" """""" 2 False True all False False 0 0.9088289163207433 5.999795603094714 331.7767064 -20.57198827 0.009391684075370277 18.557461552727222 20.62563820195198 19.80508579672575 0.525 False False 0.3 0.7 1.5 0.02 8 3 11.984699100255966 13.776605803689131 1.5058504466653415 0.6844210233807573 9.148721132431838 -1.3243779625801402 -2.1842724064096934 False 0.057216 Inputed -19.228664822330376 -19.404138242779172 """""" """""" """"""
-0.1429328177056578 0.513254629740094 -3.8231949427902885 18.081129027261284 5769.454778016321 148.54419459950816 61 37 37 28.030729200225323 42 True True 2020mwl 189.3105833333333 67.0098 SNIa 0.061142 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 189.3105833333333 67.0098 TNS 2020mwl ZTF20abfqeef 2020mwl SNIa 0.061142 -0.08385430896675672 0.31057157603317265 0.00450481550416626 0.0994574030440134 0.31057157603317265 0.5525154422108685 12.86410676693273 12.86410676693273 15.166622433292593 15.166622433292593 59029.245833300054 59017.22494209977 17.825823472527862 17.825823472527862 17.950601301882212 0.35461430947243244 4.5468441890038545 4.271339594571849 189.31101352728848 67.01097452639749 0.003945614050961055 16.171185925019383 17.0696713833797 16.492419605171083 0.9649999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 0.691174208430691 189.310525196873 67.0096093546315 0.04565409421640687 24.32176644720435 22.489729244306087 22.85647154574275 0.175 False False 0.3 0.7 1.5 0.02 8 3 12.020891200285405 4.271339594571849 4.5468441890038545 0.5772517782086162 0.9394075136556714 -0.7561520891481628 -1.4581816967111294 False 0.061142 Inputed -19.246411035317635 -19.371188864671986 """""" """""" """"""
-0.5427077421470686 0.2518256745903651 -1.2944234268370431 16.923182555917307 7523.257990178208 628.3051878551727 28 17 17 23.9966087997891 114 True False 2018fsk 311.51919875 22.748063194444 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 311.51919875 22.748063194444 TNS 2018fsk ZTF18absnibc 2018fsk CV 0.0 -0.39634201350838083 -0.3361088586401024 -0.38170208695544616 -0.3667859982815287 -0.3361088586401024 -0.3042774586308994 4.292729966627664 4.292729966627664 19.703878833161436 19.703878833161436 58367.276458300184 58364.23030090006 15.9078778167003 15.9078778167003 16.35403756932107 46.17696054828827 0.7 5.8298375975561925 311.52050783 22.74914255 0.05265947084195377 20.972992436408997 21.453748990917205 21.120789673757553 0.5 """""" """""" """""" """""" 1 False True all False False 0 0.9334493953572742 4.712892240595523 311.52061771 22.74810121 0.0013506493125841068 16.559209274721145 17.32707998533249 16.738012323522568 0.0 False False 0.3 0.7 1.5 0.02 8 3 3.046157400123775 5.8298375975561925 0.7 0.3329593171596521 8.328339425080275 5.545871174216906 4.766752104436485 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.1786828916328524 0.1897652717103287 -5.675696274341874 18.014923672008305 5681.167473975887 96.12508667077557 59 38 38 66.84428240032867 60 True True 2021kjh 199.96665416666664 7.760547222222222 SNIa 0.04931 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 199.96665416666664 7.760547222222222 TNS 2021kjh ZTF21aawzsew 2021kjh SNIa 0.04931 -0.02054200067443901 0.6730347711829765 0.12618512430030293 0.28973882570667087 0.6730347711829765 1.1421755197347103 14.551128816020197 14.551128816020197 52.29315358430847 52.29315358430847 59336.27640049998 59325.3507869998 17.507631837904857 17.507631837904857 17.596096405827872 3.146288583500923 1.8990287837149635 2.2017373951122017 199.96610333846098 7.76027123783687 0.0016586077257007004 17.208294043946864 17.920100100708005 17.49293934948683 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.8990287837149635 2.2017373951122017 199.96610333846098 7.76027123783687 0.0016586077257007004 17.208294043946864 17.920100100708005 17.49293934948683 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 10.92561350017786 2.2017373951122017 1.8990287837149635 0.4271607512211766 1.1594018026441213 0.41246826280314863 -0.10315705634104333 False 0.04931 Inputed -19.127913668097506 -19.21637823602052 """""" """""" """"""
-0.2473154574853072 0.18026911191576558 -4.718518974161538 18.85258884326123 5416.1844314235195 136.61046617629407 20 15 15 45.8786574001424 36 True True 2019wmn 159.79683333333332 5.1619472222222225 SNIa 0.0708 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 159.79683333333332 5.1619472222222225 TNS 2019wmn ZTF19acyitga 2019wmn SNIa 0.0708 0.01087233999072268 0.47883384250490835 0.11495672686898928 0.2273219906824977 0.47883384250490835 0.7695904500060529 8.298510069675459 8.298510069675459 37.58014733046694 37.58014733046694 58836.548182900064 58830.458761599846 18.34052175096495 18.34052175096495 18.471838967742695 1.480406556762125 1.5333108282849657 2.5624320313359474 159.796796286385 5.16265805195311 0.0012912286551787222 17.12591629950881 18.225385429484845 17.50016430515051 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.5333108282849657 2.5624320313359474 159.796796286385 5.16265805195311 0.0012912286551787222 17.12591629950881 18.225385429484845 17.50016430515051 1.0 False False 0.3 0.7 1.5 0.02 8 3 6.089421300217509 2.5624320313359474 1.5333108282849657 0.725221124334336 1.6711758529756626 -0.11513632148010444 -0.9716746625921857 False 0.0708 Inputed -19.048392222343217 -19.179709439120963 """""" """""" """"""
-0.03313356027430794 0.45990441409778743 -26.17098278063413 18.291311921057464 4728.294560008089 337.98760275981385 77 38 38 73.9762731003575 45 True True 2020vci 226.0943333333333 51.082461111111115 SNIIn 0.193 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 226.0943333333333 51.082461111111115 TNS 2020vci ZTF20acveyyv 2020vci SNIIn 0.193 0.2796875306936428 0.4867239662409908 0.32916199595872797 0.3801364390492026 0.4867239662409908 0.5997370461563989 11.271113677977244 11.271113677977244 62.70515942238026 62.70515942238026 59202.533969900105 59188.53446759982 18.095555283875 18.390213625517593 18.095555283875 0.14795763400687914 0.7 0.3145546855563446 226.09432025 51.0825481 0.01934890504796205 23.396446395769715 23.495138198399545 23.871120592600107 0.3 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.3145546855563446 226.09432025 51.0825481 0.01934890504796205 23.396446395769715 23.495138198399545 23.871120592600107 0.3 False False 0.3 0.7 1.5 0.02 8 3 13.999502300284803 0.3145546855563446 0.7 -0.37598239420056245 0.4493638365090637 5.104924572881952 5.775565308725106 False 0.193 Inputed -21.653215184442487 -21.358556842799896 """""" """""" """"""
-0.0124637117803663 0.13720264487400952 -5.365598317405431 18.456311398056343 3613.187624405406 233.96538236318491 119 48 48 74.74901620019227 54 True False 2019pkh 34.864249999999 34.082011 SNII 0.02 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 34.864249999999 34.082011 TNS 2019pkh ZTF19abuzinv 2019pkh SNII 0.02 0.673707788182675 1.052379099315555 0.7626364361662468 0.855303586335296 1.052379099315555 1.266042117236335 224.75751358890804 224.75751358890804 -150.00849738871577 -150.00849738871577 58798.242592600174 58727.48583329981 18.18100357383186 18.780051520876626 18.18100357383186 0.9186261884220794 1.0725532365390626 3.6379313095857646 34.86327596 34.08140243 0.014383686102085402 20.161497321343422 21.62124549174309 20.052437771511077 0.8500000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.0725532365390626 3.6379313095857646 34.86327596 34.08140243 0.014383686102085402 20.161497321343422 21.62124549174309 20.052437771511077 0.8500000000000001 False False 0.3 0.7 1.5 0.02 8 3 70.75675930036232 3.6379313095857646 1.0725532365390626 1.5688077202320123 3.391842181489021 2.8411939708664633 1.8714341976792177 False 0.02 Inputed -16.567891194654234 -15.968843247609465 """""" """""" """"""
-0.0017293867437543527 0.49068147579550303 -18.63438224239326 17.517187648718785 5225.372007289815 201.18846229256573 41 26 26 72.8094792002812 83 True True 2018jfp 49.484457916666 -0.169669 SNII 0.02345 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 49.484457916666 -0.169669 TNS 2018jfp ZTF18acrtvmm 2018jfp SNII 0.02345 0.14594170998245204 0.4787643851486578 0.22294561003454305 0.30397883046507346 0.4787643851486578 0.6716311063713327 398.9613050770846 398.9613050770846 -326.1518258768034 -326.1518258768034 58456.252696800046 58450.34056709986 17.4656845103527 17.499764216489876 17.4656845103527 4.684870916996015 5.18327761557754 12.119705759956776 49.4877731138586 -0.1690829473293475 0.0007485895106283946 12.765302079331875 13.883061220359803 13.072331786603929 0.9722222222222222 """""" """""" """""" """""" 5 False True all False False 0 4.210332730798692 4.547422335552655 49.48319572827035 -0.1697190013033515 0.043430501735206795 19.482268051850795 22.381386971797944 19.87938118544102 0.575 False False 0.3 0.7 1.5 0.02 8 3 5.912129700183868 12.119705759956776 5.18327761557754 0.8107294337558741 2.338232033633096 -3.6167029961300727 -4.3933527237487695 False 0.02345 Inputed -17.630668668391507 -17.59658896225433 """""" """""" """"""
-0.1799070598242725 0.15145388273892138 -9.488002314498814 18.897227150567783 5216.9469130154885 124.79589805878969 102 64 64 69.8396528000012 35 True False 2020abol 119.86828333333331 63.37510555555556 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 119.86828333333331 63.37510555555556 TNS 2020abol ZTF20acuzlib 2020abol SNIa 0.08 0.12350206645494666 0.6865779975191302 0.24768921644806596 0.38247504688080625 0.6865779975191302 1.0418220662308322 12.920083395434041 12.920083395434041 56.91956940456716 56.91956940456716 59199.303437499795 59187.386736100074 18.353611204276007 18.364399793998242 18.353611204276007 1.4527095639997287 1.636880706225573 1.3492999390240703 119.86909436 63.37519708 0.001975397983925431 18.00433667669296 18.623761337542533 18.2477663274765 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.636880706225573 1.3492999390240703 119.86909436 63.37519708 0.001975397983925431 18.00433667669296 18.623761337542533 18.2477663274765 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.916701399721205 1.3492999390240703 1.636880706225573 0.3759950100660312 0.8243117130602478 0.25936154354429064 -0.10584487679950527 False 0.08 Inputed -19.43632281779537 -19.425534228073136 """""" """""" """"""
-0.18008955741761434 0.21757348465622356 -11.906840378361862 18.08180310700787 6056.297819593145 141.91050311854156 32 22 22 49.955104200169444 122 True False 2020vav 278.54046666666665 25.785861111111114 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 278.54046666666665 25.785861111111114 TNS 2020vav ZTF20acgsvwb 2020vav SNIa 0.05 -0.07158658077170088 0.34831230684853765 0.022029359016336514 0.12294221912486947 0.34831230684853765 0.608046726937026 12.603817839673965 12.603817839673965 37.35128636049548 37.35128636049548 59143.16589119984 59127.12445600005 17.497938482981915 17.497938482981915 17.657454430373217 2.419301072862624 2.0490352581013336 3.7033743177428855 278.53933894 25.78602588 0.0032242569654575837 17.479636927747727 18.754761025714874 17.772500253391264 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.0490352581013336 3.7033743177428855 278.53933894 25.78602588 0.0032242569654575837 17.479636927747727 18.754761025714874 17.772500253391264 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.041435199789703 3.7033743177428855 2.0490352581013336 0.9822607723236096 1.8073746184213966 1.2568225427329587 0.11504582301804689 False 0.05 Inputed -19.09708420080206 -19.25660014819336 """""" """""" """"""
-0.18253197069231458 0.23728876672704796 -8.202557033158303 18.38960459626466 5270.656206795035 156.97512642612105 17 13 13 52.90841430006549 59 True True 2019btt 126.81632208333 -0.20855 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 126.81632208333 -0.20855 TNS 2019btt ZTF19aaluprf 2019btt SNIa 0.09 0.07383188492559611 0.49174156981209194 0.1683167595987527 0.26924594610741437 0.49174156981209194 0.7441115800522375 12.588524156881386 12.588524156881386 40.319890143184104 40.319890143184104 58559.14870369993 58546.23831020016 17.927540011560573 17.927540011560573 18.04743993196089 3.979722210817553 0.8547096307767589 0.24492462198634016 126.816325079694 -0.20861796860350051 0.00012890452420066811 16.301070829470156 17.3424988728714 16.648166521732808 0.99 """""" """""" """""" """""" 0 False True all False False 0 0.8547096307767589 0.24492462198634016 126.816325079694 -0.20861796860350051 0.00012890452420066811 16.301070829470156 17.3424988728714 16.648166521732808 0.99 False False 0.3 0.7 1.5 0.02 8 3 12.91039349976927 0.24492462198634016 0.8547096307767589 0.6943323511385913 0.28655886533506475 -0.5850411386891743 -1.3992734102280835 False 0.09 Inputed -20.002944713218344 -20.122844633618662 """""" """""" """"""
-0.19576033935586976 0.1750997490334121 -12.053515883705597 18.612743036795447 4715.255996680076 193.09693147374256 49 38 38 68.87825229996815 80 True False 2021ish 271.8734333333333 24.95692777777778 SNIa 0.059 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 271.8734333333333 24.95692777777778 TNS 2021ish ZTF21aatsafx 2021ish SNIa 0.059 0.2596372713603756 0.6341951250365803 0.3461393725212112 0.43727266413570476 0.6341951250365803 0.8520265268230176 14.758723222757517 14.758723222757517 54.119529077210636 54.119529077210636 59328.405150500126 59310.49358800007 18.09937042513877 18.13217478999844 18.09937042513877 2.469375399789512 1.811826272054006 0.609067220607442 271.87326984 24.95700934 0.002576567001143948 18.256936235713958 23.64 18.565289316082 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.811826272054006 0.609067220607442 271.87326984 24.95700934 0.002576567001143948 18.256936235713958 23.64 18.565289316082 1.0 False False 0.3 0.7 1.5 0.02 8 3 17.91156250005588 0.609067220607442 1.811826272054006 5.074710683917999 0.336162042686887 5.50782521000156 0.46591889094323236 False 0.059 Inputed -19.019134419974293 -18.98633005511462 """""" """""" """"""
-0.026454469372188087 0.4707109369236812 -23.67321750405301 18.471106363885198 4071.897254930967 258.6403770739609 67 40 40 74.90856480039656 46 True True 2021efd 171.1029583333333 23.6496 SNIbc 0.028 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 171.1029583333333 23.6496 TNS 2021efd ZTF21aanvncv 2021efd SNIbc 0.028 0.5724649267996895 0.8960412911995199 0.6488741454345579 0.7282120471001576 0.8960412911995199 1.076723720132982 20.81071519653481 20.81071519653481 54.09784960386175 54.09784960386175 59291.33707180014 59275.336458299775 18.078204344577394 18.69867592883094 18.078204344577394 10.181301341235516 6.141427299762417 4.797245391020352 171.10388510060102 23.6485728465462 0.0025225900081988772 14.865818028443456 15.603408616214992 15.125138108589649 0.9949999999999999 """""" """""" """""" """""" 3 False True all False False 0 0.7 2.360069231125952 171.103629208135 23.6498283187953 0.03042699091220802 22.293152945387362 21.672987430815695 21.956295937880277 0.03333333333333333 False False 0.3 0.7 1.5 0.02 8 3 16.000613500364125 4.797245391020352 6.141427299762417 0.47827050762534284 0.7811287436726533 -3.095267312615949 -2.9530662359877446 False 0.028 Inputed -17.405698408414864 -16.785226824161317 """""" """""" """"""
-0.04016909728137238 0.3225119843678134 -13.248196861454252 18.69916504525463 5692.76463725342 253.25562761781575 409 15 15 23.966678200289607 45 True True 2018ffj 37.74919536 -17.34088179 SLSN-I 0.234 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 37.74919536 -17.34088179 TNS 2018ffj ZTF18abslpjy 2018ffj SLSN-I 0.234 -0.032187728732825605 0.1950055439109235 0.02110446350967976 0.07668633275380543 0.1950055439109235 0.3233607698091099 38.81779612201855 38.81779612201855 -14.851117921728944 -14.851117921728944 58388.41003469983 58364.51532409992 18.43614814857766 18.43614814857766 18.48604984321527 0.590333928566955 0.8257620603273781 0.31341330522961597 37.74912441249265 -17.340827082317702 0.014326638698851202 22.58096527573109 23.4289183869493 22.472046065146923 0.7749999999999999 """""" """""" """""" """""" 0 False True all False False 0 0.8257620603273781 0.31341330522961597 37.74912441249265 -17.340827082317702 0.014326638698851202 22.58096527573109 23.4289183869493 22.472046065146923 0.7749999999999999 False False 0.3 0.7 1.5 0.02 8 3 23.894710599910468 0.31341330522961597 0.8257620603273781 0.9568723218023756 0.3795443267342187 4.992770238371637 3.9859962219316536 False 0.234 Inputed -21.6946818861107 -21.74458358074831 """""" """""" """"""
-0.24141454095814718 0.19482748030240482 -4.982019337790324 17.223381931575336 5355.195368920925 139.38656142255937 25 23 23 62.96337960008532 52 True True 2020awa 255.38612916666665 27.942716666666666 SNIa 0.03386 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 255.38612916666665 27.942716666666666 TNS 2020awa ZTF20aaifyrs 2020awa SNIa 0.03386 0.028117048145428924 0.4912405546094156 0.1314050381340266 0.24271523136227913 0.4912405546094156 0.7776575173409448 7.762801368801875 7.762801368801875 55.200578231283444 55.200578231283444 58879.50464119995 58873.53505790001 16.75857675740088 16.75857675740088 16.782203946333905 7.0116807005543835 4.627565830101184 5.246152122349651 255.3854889478945 27.94137363456465 0.0009847966401264063 14.192036946365834 15.702874255766869 14.692847576632499 0.985 """""" """""" """""" """""" 0 False True all False False 0 4.627565830101184 5.246152122349651 255.3854889478945 27.94137363456465 0.0009847966401264063 14.192036946365834 15.702874255766869 14.692847576632499 0.985 False False 0.3 0.7 1.5 0.02 8 3 5.969583299942315 5.246152122349651 4.627565830101184 1.01002667913437 1.1336742285165808 -1.0557025016340127 -2.089356369701406 False 0.03386 Inputed -19.117488686629407 -19.14111587556243 """""" """""" """"""
-0.13829900086307498 0.4452752295178927 -5.554451887274175 18.97825135786058 5481.545169331279 108.85837110468599 64 25 25 33.8777314000763 64 True True 2020xyh 22.701724999999996 34.802030555555554 SNIa 0.11 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 22.701724999999996 34.802030555555554 TNS 2020xyh ZTF20ackdkva 2020xyh SNIa 0.11 0.01702574797991474 0.630836259643587 0.14957635165210093 0.2954039632023857 0.630836259643587 1.0320686764762144 14.193632114113289 14.193632114113289 19.68409928596301 19.68409928596301 59152.26215279987 59138.364166699816 18.772925240199246 18.772925240199246 18.856418927493344 0.25951787770297435 0.6189248841810017 0.15171812018872102 22.7017741785081 34.80201849685605 0.0008048657377943691 19.568686447262763 20.480167560703755 19.936144232479336 0.48999999999999994 """""" """""" """""" """""" 0 False True all False False 0 0.6189248841810017 0.15171812018872102 22.7017741785081 34.80201849685605 0.0008048657377943691 19.568686447262763 20.480167560703755 19.936144232479336 0.48999999999999994 False False 0.3 0.7 1.5 0.02 8 3 13.897986100055277 0.15171812018872102 0.6189248841810017 0.5440233282244193 0.24513171802662853 1.707242320504509 1.0797253049859918 False 0.11 Inputed -19.638740854936344 -19.722234542230442 """""" """""" """"""
-0.14631902234058752 0.37477960459627274 -11.203622635411891 17.71884615278839 6262.060015088579 238.77574546934392 18 16 16 41.07476849993691 29 True False 2021uun 44.194849999999995 10.423683333333333 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 44.194849999999995 10.423683333333333 TNS 2021uun ZTF21abplsmq 2021uun SNIa 0.06 -0.15821254413123143 0.059329623433534096 -0.10748287990537264 -0.054370335121127766 0.059329623433534096 0.18355587322823652 -4.444808373075939 -4.444808373075939 45.519576873012845 45.519576873012845 59424.45535880001 59424.40392359998 17.502709520659575 17.502709520659575 17.683168325547516 1.9429160978515354 1.5148784634988526 5.749998691638576 44.19572786 10.4250271 0.0009431358677468582 15.432167666339875 16.475142990493776 15.779540993690492 0.96 """""" """""" """""" """""" 0 False True all False False 0 1.5148784634988526 5.749998691638576 44.19572786 10.4250271 0.0009431358677468582 15.432167666339875 16.475142990493776 15.779540993690492 0.96 False False 0.3 0.7 1.5 0.02 8 3 0.05143520003184676 5.749998691638576 1.5148784634988526 0.6956019968032834 3.7956831720731183 -1.0275665301657995 -1.9036273318570238 False 0.06 Inputed -19.472332655650284 -19.652791460538225 """""" """""" """"""
-0.19619531091820913 0.17918694736920704 -4.346109405495821 17.429871056925624 5649.549211857259 116.50499196252181 125 32 32 74.05462959967554 23 True False 2020dic 178.97654166666663 80.20936111111111 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 178.97654166666663 80.20936111111111 TNS 2020dic ZTF20aaqvzko 2020dic SNIa 0.04 -0.04190937826420793 0.49946541555582513 0.07593112124310153 0.204925346088892 0.49946541555582513 0.8484585003970189 14.434808553923013 14.434808553923013 59.61982104575252 59.61982104575252 58914.22250000015 58904.204919000156 16.864181215405516 16.864181215405516 17.02989331988751 4.2174994065487725 0.7 7.092416901382461 178.96602187 80.21018667 0.24811711445485352 22.668186646699905 22.539626112794878 22.245913500237464 0.95 """""" """""" """""" """""" 0 False True all False False 0 0.7 7.092416901382461 178.96602187 80.21018667 0.24811711445485352 22.668186646699905 22.539626112794878 22.245913500237464 0.95 False False 0.3 0.7 1.5 0.02 8 3 10.017580999992788 0.0 0.0 0.0 0.0 6.775818784594485 6.24010668011249 True 0.04 Inputed -19.234911567593908 -19.400623672075902 """""" """""" """"""
-0.1043792598740117 0.417861291397163 -3.7162541161967204 19.10586132289761 5813.250155434604 120.62900035399295 32 20 20 48.96148149995133 43 True True 2019lmn 2.7870716666666 5.0618545 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 2.7870716666666 5.0618545 TNS 2019lmn ZTF19abgqvyr 2019lmn SNIa 0.1 -0.0870039294281284 0.4140730998137485 0.022435169880083095 0.14197592230199163 0.4140730998137485 0.7351482841084724 13.682750105323771 13.682750105323771 35.27873139462756 35.27873139462756 58690.478483799845 58681.43943289993 18.784023000718836 18.784023000718836 18.918542781605666 0.962864853540036 1.3995966488936098 2.122240258983424 2.786567504722075 5.06154575614722 0.0025815417082418746 18.37795909420371 19.17173147109628 18.668239669318794 0.9899999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.3995966488936098 2.122240258983424 2.786567504722075 5.06154575614722 0.0025815417082418746 18.37795909420371 19.17173147109628 18.668239669318794 0.9899999999999999 False False 0.3 0.7 1.5 0.02 8 3 9.039050899911672 2.122240258983424 1.3995966488936098 0.5034918017774856 1.516322763891346 0.3877084703774436 -0.25030311228687196 False 0.1 Inputed -19.36519931686526 -19.49971909775209 """""" """""" """"""
-0.1741283141175487 0.19045129818877832 -12.413606562551124 18.49692544840733 5311.540044077359 154.37497401964464 52 43 43 67.81903940020129 51 True True 2020qpy 17.808587499999998 -2.091575 SNIa 0.072 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 17.808587499999998 -2.091575 TNS 2020qpy ZTF20abpyplw 2020qpy SNIa 0.072 0.10345207948300938 0.5382844102403119 0.20165042021959323 0.306622634795751 0.5382844102403119 0.8014366432740587 14.09258677626295 14.09258677626295 53.72645262393834 53.72645262393834 59079.462858799845 59062.48043979984 17.81058511648352 17.81058511648352 17.97632957946735 0.932776036691527 2.785181849984144 2.477900724099285 17.80927626355685 -2.0915762160513847 0.0019504246926085322 16.557432111144067 17.223482913506032 16.828739606099127 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.785181849984144 2.477900724099285 17.80927626355685 -2.0915762160513847 0.0019504246926085322 16.557432111144067 17.223482913506032 16.828739606099127 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.982419000007212 2.477900724099285 2.785181849984144 0.39474330740690533 0.8896728679003102 -0.587102202977487 -1.1475899733682233 False 0.072 Inputed -19.58098005998091 -19.74672452296474 """""" """""" """"""
-0.10205195166606632 0.19189462722150052 -12.427990748424094 18.67181109511439 5136.5409048185065 175.11707850193147 30 17 17 60.75850690016523 66 True True 2018jrb 122.39035833333 15.519590111111 SNII 0.0446 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 122.39035833333 15.519590111111 TNS 2018jrb ZTF18acuqskr 2018jrb SNII 0.0446 0.13915515607515871 0.5256891941861532 0.22755207079310935 0.32127937117792627 0.5256891941861532 0.7544395267353394 14.725207973266087 14.725207973266087 46.03329892689914 46.03329892689914 58472.42771989992 58461.450682899915 18.15874342190693 18.16878493101196 18.15874342190693 3.382032242336085 1.3432269101881686 1.0652168035911465 122.390052031857 15.519611307068399 0.00042233276498315764 16.50772812146723 17.460484134699108 16.860712481168505 0.95 """""" """""" """""" """""" 0 False True all False False 0 1.3432269101881686 1.0652168035911465 122.390052031857 15.519611307068399 0.00042233276498315764 16.50772812146723 17.460484134699108 16.860712481168505 0.95 False False 0.3 0.7 1.5 0.02 8 3 10.977037000004202 1.0652168035911465 1.3432269101881686 0.5997716535306026 0.793028188693691 -0.7083007963128516 -1.2980309407384247 False 0.0446 Inputed -18.344836296496908 -18.33479478739188 """""" """""" """"""
-0.129938722640892 0.39279442165358835 -3.3717920409744115 19.266307737606528 5225.453747349249 126.2943323248787 34 16 16 26.97972230007872 58 True True 2021lzc 227.3406208333333 -11.119380555555557 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 227.3406208333333 -11.119380555555557 TNS 2021lzc ZTF21abaeqml 2021lzc SNIa 0.1 0.04974821972892585 0.5772337594959538 0.1660696784656821 0.2923365893132903 0.5772337594959538 0.909956633370161 12.761845667366803 12.761845667366803 14.217876632711917 14.217876632711917 59352.21567129996 59343.27364580007 19.000082023968716 19.000082023968716 19.01653530302509 0.7602360347013225 0.7 1.1402305182932384 227.3404311296425 -11.1196368158631 0.004430366007020958 20.84166317504883 20.897315162520407 20.593964553465845 0.8999999999999999 """""" """""" """""" """""" 0 False True all False False 0 0.7 1.1402305182932384 227.3404311296425 -11.1196368158631 0.004430366007020958 20.84166317504883 20.897315162520407 20.593964553465845 0.8999999999999999 False False 0.3 0.7 1.5 0.02 8 3 8.94202549988404 1.1402305182932384 0.7 0.30335060905456146 1.6289007404189122 1.897233138551691 1.5774292504407548 False 0.1 Inputed -19.267206795445837 -19.28366007450221 """""" """""" """"""
-0.04422564243001252 0.5219521358717885 -23.748196885537936 16.86115908458387 5216.584406581116 384.13975177893053 34 27 27 70.99894669977948 53 True False 2017egv 236.08187499999 -6.820931 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 236.08187499999 -6.820931 TNS 2017egv ZTF18abcscdr 2017egv CV 0.0 0.10264443801611378 0.2636911341541399 0.14129255406122354 0.181002056732968 0.2636911341541399 0.35088764747553114 34.89551828502445 34.89551828502445 36.10342841475503 36.10342841475503 58678.190266199876 58634.24796300009 16.646493863981014 16.692678243901803 16.646493863981014 9.962974420690651 0.8695359959146107 0.11958085592077282 236.08190842 -6.82093249 0.00014071304639584614 16.39170000371933 17.50143419008255 16.774914415073393 0.6399999999999999 """""" """""" """""" """""" 0 False True all False False 0 0.8695359959146107 0.11958085592077282 236.08190842 -6.82093249 0.00014071304639584614 16.39170000371933 17.50143419008255 16.774914415073393 0.6399999999999999 False False 0.3 0.7 1.5 0.02 8 3 43.94230319978669 0.11958085592077282 0.8695359959146107 0.7265197750091552 0.13752260571454913 0.8087559461807459 0.12842055109237904 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.009175606474376175 0.19373163266649612 -2.8262579238643815 18.150477655300573 4308.499658336683 195.5373629905897 27 23 23 73.72798610012978 40 True True 2018jqy 158.19866708333 -0.204211 SNII 0.034 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 158.19866708333 -0.204211 TNS 2018jqy ZTF18acvgyst 2018jqy SNII 0.034 0.32985800509434426 0.7150408197490279 0.41896840443570227 0.5127419013953549 0.7150408197490279 0.9383787664436127 191.98435664038593 191.98435664038593 -118.25637054025614 -118.25637054025614 58480.45662039984 58464.520439799875 18.018834890612236 18.184302726579578 18.018834890612236 1.52392232344142 1.6535174450724828 2.0208599596433863 158.1985404582885 -0.20475788217470098 0.0006134660485366261 16.2267374091053 15.968179368696212 16.427687108159066 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.6535174450724828 2.0208599596433863 158.1985404582885 -0.20475788217470098 0.0006134660485366261 16.2267374091053 15.968179368696212 16.427687108159066 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 15.936180599965155 2.0208599596433863 1.6535174450724828 -0.45950773946285395 1.2221582334468815 -2.2161233578833652 -1.5911477824531701 False 0.034 Inputed -17.889892146671794 -17.724424310704453 """""" """""" """"""
-0.19461652298113696 0.29968639148303855 -8.940999973690918 16.65341312526464 7344.505402248891 53.99499970862467 26 15 15 31.978530100081116 379 True False 2021uvb 256.20574166666665 -24.064258333333335 SNIa 0.028 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 256.20574166666665 -24.064258333333335 TNS 2021uvb ZTF21abowrey 2021uvb SNIa 0.028 -0.2053900836123539 1.059921901748794 0.026959011227400964 0.30990247611283905 1.059921901748794 2.1247011749424374 9.229324466244531 9.229324466244531 22.749205633836585 22.749205633836585 59435.189351900015 59423.210787000135 16.02499952419831 16.02499952419831 16.371417591010243 3.3989804452872554 3.3247833929530914 4.551992085203281 256.2061538 -24.06546548 0.0015958680636035671 15.558875183582305 15.387401663208006 14.668358400535583 0.425 """""" """""" """""" """""" 0 False True all False False 0 3.3247833929530914 4.551992085203281 256.2061538 -24.06546548 0.0015958680636035671 15.558875183582305 15.387401663208006 14.668358400535583 0.425 False False 0.3 0.7 1.5 0.02 8 3 11.978564899880439 4.551992085203281 3.3247833929530914 0.7190432626724235 1.3691093665985188 -0.6375978609903044 -1.7030591904746597 False 0.028 Inputed -19.112485161982015 -19.458903228793947 """""" """""" """"""
-0.0375672640591892 0.6087506512082662 -32.53618703848676 17.670589035807463 7198.234632068851 419.848236965579 79 33 33 74.9984954004176 37 True True 2020vwl 232.65749999999997 26.982469444444444 TDE 0.035 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 232.65749999999997 26.982469444444444 TNS 2020vwl ZTF20achpcvt 2020vwl TDE 0.035 -0.27938588899450423 -0.17404724379896308 -0.2541056913432129 -0.22813206090212645 -0.17404724379896308 -0.11701593140787026 -19.296293090209446 -19.296293090209446 94.29478849062704 94.29478849062704 59203.53900460014 59203.51131939981 17.43272116729018 17.43272116729018 17.539834068994786 0.679431493632811 1.6086513098505537 0.0828835536677809 232.65752550682498 26.9824657835576 0.00036865072061864623 16.045463480516673 17.009716286575795 16.365450186705587 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.6086513098505537 0.0828835536677809 232.65752550682498 26.9824657835576 0.00036865072061864623 16.045463480516673 17.009716286575795 16.365450186705587 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 0.027685200329869986 0.0828835536677809 1.6086513098505537 0.6442660998702081 0.05152362924161664 -0.4230048807143838 -1.1743838822891988 False 0.035 Inputed -18.432370626365582 -18.53948352807019 """""" """""" """"""
-0.218470012701158 0.1914733267842604 -5.52446337503485 18.25787698224773 5462.811660445296 246.80914272037538 23 15 15 72.9421295998618 72 True True 2020cli 247.98621666666665 14.04423888888889 SNIa 0.05351 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 247.98621666666665 14.04423888888889 TNS 2020cli ZTF20aamttni 2020cli SNIa 0.05351 -0.017160547133045156 0.21927611334339048 0.03821950474604918 0.09603366042296813 0.21927611334339048 0.3532113860529904 10.107413590594373 10.107413590594373 62.83471600926743 62.83471600926743 58899.54252310004 58891.47693290003 17.75283867471455 17.75283867471455 17.77464291914043 1.7481079458658324 2.4494002950359217 6.724159452490919 247.9843404908675 14.04381935375875 0.0026022701109494895 16.119129873931406 16.956892814655305 16.41603626486063 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.4494002950359217 6.724159452490919 247.9843404908675 14.04381935375875 0.0026022701109494895 16.119129873931406 16.956892814655305 16.41603626486063 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 8.065590200014412 6.724159452490919 2.4494002950359217 0.5408565497946753 2.7452268484324263 -0.7959458600592448 -1.3586066542798 False 0.05351 Inputed -19.129009544830488 -19.150813789256368 """""" """""" """"""
-0.1677071809792155 0.1738930417911174 -4.868814499135391 18.947328192530485 5665.445291437539 126.44100471155663 41 21 21 51.93781250016764 44 True True 2021xj 32.641225 32.917763888888885 SNIa 0.0937 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 32.641225 32.917763888888885 TNS 2021xj ZTF21aacvupj 2021xj SNIa 0.0937 -0.04401420102222531 0.44683233644270715 0.0639864471411613 0.18139536497789877 0.44683233644270715 0.7574739398407395 13.548158241054029 13.548158241054029 38.38965425911361 38.38965425911361 59232.20482640015 59224.218622699846 18.422042134660988 18.422042134660988 18.58056476550507 0.7373485505514203 2.2515132713614974 3.299349869073671 32.6407635412416 32.916933293868354 0.0011734734683545023 16.12021000948429 16.844085833678246 16.470898247618678 0.985 """""" """""" """""" """""" 1 False True all False False 0 0.7 2.0895839685009467 32.6411063668079 32.9171920558815 0.0970990986275414 24.095855008964538 24.69395140487671 24.47044201084137 1.0 False False 0.3 0.7 1.5 0.02 8 3 7.986203700304031 3.299349869073671 2.2515132713614974 0.3731875860595686 1.4653921480456313 -1.5779563009827413 -2.1096665178863923 False 0.0937 Inputed -19.55900981950014 -19.717532450344223 """""" """""" """"""
-0.08914852717850891 0.5820743437878374 -1.5537222057123308 17.85067417547119 6064.740874973983 50.25809233268158 30 19 19 37.950300900265574 61 True True 2020oye 248.21777500000002 13.5033 SNIa 0.0538 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 248.21777500000002 13.5033 TNS 2020oye ZTF20ablnjvp 2020oye SNIa 0.0538 -0.13909446026445949 1.343905078558894 0.12838584904636363 0.4575636850032119 1.343905078558894 2.628566315101221 20.562478693236375 20.562478693236375 17.3878222070292 17.3878222070292 59057.2561805998 59041.210266199894 17.595879250150503 17.595879250150503 17.770474746799128 1.1755548977887023 3.4126786640856834 0.712059063056659 248.2176678582045 13.50313186596 0.002141277081629367 16.368987824862003 16.804111450021267 16.529491423847674 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.4126786640856834 0.712059063056659 248.2176678582045 13.50313186596 0.002141277081629367 16.368987824862003 16.804111450021267 16.529491423847674 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 16.045914399903268 0.712059063056659 3.4126786640856834 0.2746200261735936 0.20865107241130543 -0.7917678001292359 -1.240983322951454 False 0.0538 Inputed -19.145061458482584 -19.319656955131208 """""" """""" """"""
-0.158097722479381 0.34632904581118207 -6.631968051459106 19.402225684429105 5484.592685714831 174.44496691436876 21 15 15 26.899108699988574 61 True True 2021ier 207.4359208333333 -5.608011111111111 SNIa 0.12 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 207.4359208333333 -5.608011111111111 TNS 2021ier ZTF21aaridvf 2021ier SNIa 0.12 -0.0014753678119490132 0.3495150889590519 0.07857361862390988 0.16360390180663487 0.3495150889590519 0.5581716468277591 12.058324412935422 12.058324412935422 14.840784287053152 14.840784287053152 59307.37792820018 59295.39466439979 19.043538469942245 19.043538469942245 19.151021055944646 0.7407893903693366 0.816916918680249 6.331382137046766 207.437522418062 -5.607267804345365 0.0041720912708747004 17.375290687614083 18.61206232477665 17.775078843712805 0.945 """""" """""" """""" """""" 0 False True all False False 0 0.816916918680249 6.331382137046766 207.437522418062 -5.607267804345365 0.0041720912708747004 17.375290687614083 18.61206232477665 17.775078843712805 0.945 False False 0.3 0.7 1.5 0.02 8 3 11.98326380038634 6.331382137046766 0.816916918680249 0.8369834810638466 7.750337876800596 -0.4314761451655933 -1.3759422122318412 False 0.12 Inputed -19.53742226980987 -19.64490485581227 """""" """""" """"""
-0.07865925691439565 0.39249725653727024 -14.825372454629354 18.92398495153433 4761.120918234788 187.9052231433096 30 20 20 36.89121519960463 29 True True 2019bau 252.8015275 62.517717611111 SNIa 0.0799 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 252.8015275 62.517717611111 TNS 2019bau ZTF19aakpfax 2019bau SNIa 0.0799 0.27073150009718816 0.6593804851202165 0.36030266928593235 0.4547954978062343 0.6593804851202165 0.8862655738510234 0.08357353428332637 0.08357353428332637 36.807641665321306 36.807641665321306 58541.55268519977 58538.533321800176 18.75241758721766 18.899710373343233 18.75241758721766 2.2042727889263602 2.539545069004043 1.689699875889997 252.8025387099325 62.5177680134557 0.001408546540061839 16.471207222875954 17.836861002708673 16.966861151719094 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.539545069004043 1.689699875889997 252.8025387099325 62.5177680134557 0.001408546540061839 16.471207222875954 17.836861002708673 16.966861151719094 1.0 False False 0.3 0.7 1.5 0.02 8 3 3.019363399595022 1.689699875889997 2.539545069004043 0.8699998509895792 0.6653553412039513 -1.0628493706345594 -1.7855564354985667 False 0.0799 Inputed -19.03475291261165 -18.88746012648608 """""" """""" """"""
-0.18050153031701271 0.18926577144247547 -8.20088229475209 18.5915760683253 4270.070946675253 316.58275694251165 38 23 23 70.86799769988284 57 True True 2020djo 250.22721458333 48.895321444444 SNII 0.04106 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 250.22721458333 48.895321444444 TNS 2020djo ZTF20aarblcr 2020djo SNII 0.04106 0.3648735607322351 0.5982331715951901 0.4204992384171824 0.477904854364958 0.5982331715951901 0.7262267905617037 11.026923100210634 11.026923100210634 59.8410745996722 59.8410745996722 58914.53270829981 58904.527002300136 18.02040709386298 18.44166503046369 18.02040709386298 3.222276448103683 3.7978630699115996 6.849163714410866 250.2254568681995 48.896832847548 0.0010689630762712454 14.403689935281276 15.22444507548809 14.69483723458767 0.9949999999999999 """""" """""" """""" """""" 2 False True all False False 0 0.7 5.025987660349549 250.226241514801 48.8965623598411 0.2503219090236507 23.540131018545626 22.504869567193985 21.383361318166255 0.0 False False 0.3 0.7 1.5 0.02 8 3 10.005705999676138 6.849163714410866 3.7978630699115996 0.5296078409004199 1.8034256602543308 -3.217219954975599 -3.3255698592753085 False 0.04106 Inputed -18.301748150827844 -17.880490214227134 """""" """""" """"""
-0.1429062256851764 0.5281274504805898 -5.5192603519056815 18.6563616181278 5217.405892653649 176.67534258078462 155 68 68 31.862384300213307 50 True True 2020sin 19.405904166666662 16.880725 SNIa 0.077 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 19.405904166666662 16.880725 TNS 2020sin ZTF20abxpzxg 2020sin SNIa 0.077 0.058345448129689004 0.42010920350255176 0.14103544834882342 0.22874297243527764 0.42010920350255176 0.6343480171871931 13.94809352991533 13.94809352991533 17.914290770297978 17.914290770297978 59102.47606479982 59087.47609949997 18.455263454300205 18.455263454300205 18.470749591065488 0.47388715077880184 1.4014386094095637 3.899777112083809 19.405502309667398 16.88173772187035 0.0010523015477806874 16.372747706177236 17.63618544465065 16.794837447366714 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.4014386094095637 3.899777112083809 19.405502309667398 16.88173772187035 0.0010523015477806874 16.372747706177236 17.63618544465065 16.794837447366714 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 14.999965299852192 3.899777112083809 1.4014386094095637 0.8413479972839362 2.7826956428200686 -0.8190780096495551 -1.675912143698774 False 0.077 Inputed -19.234758361862088 -19.25024449862737 """""" """""" """"""
-0.1582223900035141 0.18139379519194013 -6.093673004747107 17.856373594925785 5485.586138235895 105.69134720308794 114 76 76 71.97732629999518 45 True True 2019ubt 352.48956666666663 29.829594444444446 SNIa 0.035 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 352.48956666666663 29.829594444444446 TNS 2019ubt ZTF19acnfjyw 2019ubt SNIa 0.035 0.025149429367143483 0.664859699773583 0.16272170634587013 0.314472646514929 0.664859699773583 1.085995634076994 17.727894933624903 17.727894933624903 54.24943136637028 54.24943136637028 58803.17770829983 58790.14528940013 17.374730930898423 17.374730930898423 17.402169679176225 1.7138449965800107 2.4519854066301026 2.567720175309004 352.4894829478545 29.82888489608915 0.0026131890460286966 17.196969361224177 17.88822592364788 17.446824629707336 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.4519854066301026 2.567720175309004 352.4894829478545 29.82888489608915 0.0026131890460286966 17.196969361224177 17.88822592364788 17.446824629707336 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 13.03241889970377 2.567720175309004 2.4519854066301026 0.44140129394054384 1.0472004312774286 0.5134949927494574 0.044654950531111126 False 0.035 Inputed -18.570035016184143 -18.597473764461945 """""" """""" """"""
-0.057401478377815764 0.4271018847313254 -11.062203299204779 19.956193184106336 7153.965115405657 247.16545711238552 51 35 35 49.86319450009614 69 True True 2021gje 252.53054999999992 34.81883888888889 TDE 0.358 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 252.53054999999992 34.81883888888889 TNS 2021gje ZTF21aapvvtb 2021gje TDE 0.358 -0.30678584042822976 -0.12637041244870062 -0.2647278660808716 -0.22068611572279906 -0.12637041244870062 -0.023268297671780402 18.695891455741993 18.695891455741993 31.16730304435415 31.16730304435415 59306.426631900016 59291.48928239988 19.394539852721334 19.394539852721334 19.65774746726635 0.34309375888644256 0.6476203921403128 0.1852141258744798 252.53061108682 34.81882740329165 0.00048548393985681226 18.77687345084727 20.611333395346403 19.259284592799546 0.795 """""" """""" """""" """""" 0 False True all False False 0 0.6476203921403128 0.1852141258744798 252.53061108682 34.81882740329165 0.00048548393985681226 18.77687345084727 20.611333395346403 19.259284592799546 0.795 False False 0.3 0.7 1.5 0.02 8 3 14.937349500134587 0.1852141258744798 0.6476203921403128 1.3520488025468573 0.2859918065000515 1.2167935426250693 -0.39846287446680506 False 0.358 Inputed -21.4789839477562 -21.742191562301215 """""" """""" """"""
-0.1880188491110455 0.346997608250048 -3.7301230817651465 19.400182585100893 5299.663382718628 179.67828553208344 44 23 23 26.996041599661112 55 True True 2020jex 234.1508083333333 25.922919444444446 SNIa 0.094 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 234.1508083333333 25.922919444444446 TNS 2020jex ZTF20aaybqae 2020jex SNIa 0.094 0.021814999771269328 0.3674110080699826 0.10087763917248083 0.18469158355392068 0.3674110080699826 0.571740685561803 10.870328731396635 10.870328731396635 16.12571286826448 16.12571286826448 58979.267476900015 58970.29644680023 18.970525226985977 18.970525226985977 19.13679351567554 0.45795286290685655 0.5001461891507728 0.37224287149325064 234.1508206195325 25.92281663577565 0.0011694331111979928 20.47038922451258 21.26747889549494 20.624600489143134 0.9055555555555556 """""" """""" """""" """""" 0 False True all False False 0 0.5001461891507728 0.37224287149325064 234.1508206195325 25.92281663577565 0.0011694331111979928 20.47038922451258 21.26747889549494 20.624600489143134 0.9055555555555556 False False 0.3 0.7 1.5 0.02 8 3 8.971030099783093 0.37224287149325064 0.5001461891507728 0.6428784063518052 0.7442681351332565 2.296953668508962 1.4878069734675954 False 0.094 Inputed -19.009859883712434 -19.176128172401995 """""" """""" """"""
-0.04315298078861646 0.3925240599127858 -18.770955704162297 18.33161673432181 5841.762171509634 222.12281030625616 59 34 34 52.88859960017726 61 True False 2020cnv 62.61997916666666 34.11277777777778 SNIIn 0.111 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 62.61997916666666 34.11277777777778 TNS 2020cnv ZTF20aahapgw 2020cnv SNIIn 0.111 -0.023756969078291945 0.24013255418719126 0.037601931353215434 0.1019650522062534 0.24013255418719126 0.391635364098164 46.83717827302737 46.83717827302737 6.051421327149889 6.051421327149889 58906.16634259978 58862.22895829985 17.996427149856775 17.996427149856775 18.082707761484482 0.32034705276600156 1.3989507939286252 3.454177489779002 62.61887517 34.11306961 0.0075760653046671456 19.1784719871521 19.61748345775604 19.385269540786744 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.3989507939286252 3.454177489779002 62.61887517 34.11306961 0.0075760653046671456 19.1784719871521 19.61748345775604 19.385269540786744 1.0 False False 0.3 0.7 1.5 0.02 8 3 43.93738429993391 3.454177489779002 1.3989507939286252 0.23221391696929672 2.469120075395043 1.6210563078992664 1.3025617793022626 False 0.111 Inputed -20.43254263504681 -20.51882324667452 """""" """""" """"""
-0.18821484373929376 0.1700496814414661 -3.066204629375379 18.39242597307752 5698.877165279149 128.55224403218136 52 36 36 69.89711800031364 33 True True 2021zu 168.74862499999995 27.45331111111111 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 168.74862499999995 27.45331111111111 TNS 2021zu ZTF21aadkgpm 2021zu SNIa 0.06 -0.07059207419838387 0.4007140902470745 0.0332501593758181 0.14604118533090826 0.4007140902470745 0.6982557088250161 15.380223927552306 15.380223927552306 54.51689407276133 54.51689407276133 59232.43452550005 59223.40108799981 17.878741184712005 17.878741184712005 18.146205117878154 2.808074310445849 3.1050274040212678 19.86661002277649 168.7536772100085 27.450093406034348 0.010049587388969883 15.48843600538075 16.565918183351755 15.83802426764965 0.9949999999999999 """""" """""" """""" """""" 3 True True all False False 0 1.8621273965087806 0.28078847780340943 168.7485589687235 27.4533625901852 0.0026964831914354503 18.274009725099205 18.658576643095017 18.431186497437956 0.9944444444444444 False False 0.3 0.7 1.5 0.02 8 3 9.033437500242144 19.86661002277649 3.1050274040212678 0.7278939157021043 6.398207628392453 -1.3128230013602504 -2.308180850228503 False 0.06 Inputed -19.009295863319647 -19.276759796485795 """""" """""" """"""
-0.11236620169523073 0.49326086557836896 -14.325737306756658 16.56258152963863 3912.062978079862 302.9426928974324 46 30 30 68.91021990031004 91 True True 2019eix 280.67875124999 40.368910638888 SNIc 0.018369 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 280.67875124999 40.368910638888 TNS 2019eix ZTF19aatheus 2019eix SNIc 0.018369 0.5643437122434776 0.8364310061628295 0.6291318913264483 0.6960382605012718 0.8364310061628295 0.9859917940952769 4.787781432432649 4.787781432432649 64.12243846787739 64.12243846787739 58618.255995399784 58605.431886599865 16.251141631873093 16.630456622145726 16.251141631873093 29.128579235587317 7.4693147122929275 6.679147844766168 280.67812347101346 40.367118033930794 0.0006820622323489012 12.575103167362213 14.21733334300995 12.976793285064698 1.0 """""" """""" """""" """""" 1 True True all False False 0 4.563516394390934 4.225873983207465 280.67835496 40.36777628 0.0005711847653422364 13.622631639647484 18.153256655263903 13.97101582672596 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.824108799919486 6.679147844766168 7.4693147122929275 1.2405400579452515 0.8942115979895303 -2.4131232791357764 -3.274348346808395 False 0.018369 Inputed -18.312129663437428 -17.932814673164795 """""" """""" """"""
-0.011305740283540974 0.9497475879802072 -29.733995105265432 16.878141978653574 6231.275788716533 187.10259953385145 176 91 91 74.83173609990627 42 True True 2020abtf 119.89366249999999 15.300019444444445 SNII 0.014 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 119.89366249999999 15.300019444444445 TNS 2020abtf ZTF20acvjagm 2020abtf SNII 0.014 -0.010566928414462495 0.31171871146719 0.06338040641870535 0.14162240516962044 0.31171871146719 0.5012504337140555 -21.129758143426372 -21.129758143426372 95.96149424333264 95.96149424333264 59189.48718750011 59185.44337960007 16.557750514640762 16.557750514640762 16.871485669680364 6.074814024040904 1.9415812992147616 1.061342242483992 119.893951972564 15.2999248010881 0.005283564577363231 18.963626937417985 19.923995086380245 19.028621577408316 0.97 """""" """""" """""" """""" 0 False True all False False 0 1.9415812992147616 1.061342242483992 119.893951972564 15.2999248010881 0.005283564577363231 18.963626937417985 19.923995086380245 19.028621577408316 0.97 False False 0.3 0.7 1.5 0.02 8 3 4.043807900045067 1.061342242483992 1.9415812992147616 0.8953735089719288 0.5466380639910536 3.3662445717394824 2.1571359077279517 False 0.014 Inputed -17.099566709738625 -17.413301864778227 """""" """""" """"""
-0.09112872990235486 0.3690308320297472 -26.00413929000294 15.634602412278396 2881.0660032269484 331.7508727957057 40 26 26 72.99627310037613 1068 True True 2019ehk 185.73395791666 15.826119 SNIb 0.0043 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 185.73395791666 15.826119 TNS 2019ehk ZTF19aatesgp 2019ehk SNIb 0.0043 1.332988413807028 1.6728182808563048 1.41441650782264 1.4981586320339773 1.6728182808563048 1.8574479554722885 -15.064942794406264 -15.064942794406264 88.06121589478239 88.06121589478239 58606.20662039984 58606.20662039984 15.753062794175165 17.182018542607782 15.753062794175165 9.837541622773479 2.5345624570222984 13.367954101720779 185.73012432 15.82654955 0.00037211911631895855 12.132925562208891 13.59745266494751 23.27 0.5 """""" """""" """""" """""" 51 False True all False False 0 0.7 5.5300118293901495 185.73257565 15.82688783 0.17943812828907024 22.81 14.046433725571632 23.27 0.5 False False 0.3 0.7 1.5 0.02 8 3 0.0 13.367954101720779 2.5345624570222984 -9.67254733505249 5.274265017491802 -3.584565877660273 7.516937205824835 False 0.0043 Inputed -15.649199534390677 -14.22024378595806 """""" """""" """"""
-0.132404475417398 0.5284463213261508 -4.778780279954482 17.98537889407246 6252.635260413848 183.13469329840134 81 49 49 35.99968749983236 50 True True 2021ikn 118.83116666666666 41.14455 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 118.83116666666666 41.14455 TNS 2021ikn ZTF21aasgffc 2021ikn SNIa 0.07 -0.1808345177321513 0.10488825802343982 -0.11562896868705863 -0.046394032584512246 0.10488825802343982 0.27451014457916045 15.018198326544914 15.018198326544914 20.98148917328745 20.98148917328745 59323.180705999956 59308.20089119999 17.58061523767706 17.58061523767706 17.848477669837763 0.365472809833765 1.5657905830293728 2.9887259329346763 118.8304182391185 41.14394042526215 0.006947588623493539 19.133860332009792 19.749486621603964 19.397453009750844 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.5657905830293728 2.9887259329346763 118.8304182391185 41.14394042526215 0.006947588623493539 19.133860332009792 19.749486621603964 19.397453009750844 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 14.979814799968153 2.9887259329346763 1.5657905830293728 0.35203361185311977 1.9087647897027942 2.1688713839269056 1.5489753399130812 False 0.07 Inputed -19.646688281753033 -19.914550713913737 """""" """""" """"""
-0.2458059963161656 0.18495322169892936 -9.223017932574411 18.576896522870783 4850.568876833805 165.40016348573155 31 14 14 36.96150470012799 84 True False 2021wca 279.71202916666664 32.33488888888889 SNIa 0.065 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 279.71202916666664 32.33488888888889 TNS 2021wca ZTF21abtucck 2021wca SNIa 0.065 0.20378084108309125 0.6336650217727673 0.30167405736374775 0.4057538012825006 0.6336650217727673 0.8900752239335077 7.62277202717644 7.62277202717644 29.33873267295155 29.33873267295155 59452.260023099836 59442.280023099855 18.19028424182666 18.2154013895533 18.19028424182666 2.8293734846473058 4.3773380431156275 19.833656781892365 279.7056342 32.33596462 0.006131793240066741 14.72844670343399 15.720375922870637 15.06954747428894 0.95 """""" """""" """""" """""" 9 False True all False False 0 1.0825956511154944 6.864073972978978 279.71358053 32.33350425 0.002005751717213844 16.157373301672937 16.602674673891066 16.268675646972657 0.0 False False 0.3 0.7 1.5 0.02 8 3 9.979999999981374 19.833656781892365 4.3773380431156275 0.6508284485816969 4.530985860935589 -2.4950254666826623 -3.1207367675377196 False 0.065 Inputed -19.141508267134743 -19.116391119408103 """""" """""" """"""
-0.18290454080927065 0.27598473911610055 -5.339492103891574 19.06699375250331 5255.223684752645 207.51720185529874 109 40 40 35.830219900235534 51 True False 2020tat 0.690325 45.114825 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 0.690325 45.114825 TNS 2020tat ZTF20abyxnjo 2020tat SNIa 0.08 0.04041492977567174 0.339050423623835 0.1095706141460937 0.18230448600031224 0.339050423623835 0.5117909079400391 8.64098765243046 8.64098765243046 27.189232247805073 27.189232247805073 59111.347442099825 59104.40565969981 18.66685125669927 18.66685125669927 18.67280675523753 0.6603639778984153 2.3941499593520215 0.028635572479518107 0.69033365 45.1148301 0.0017006622843226404 17.01269445631504 17.96296494255066 17.360991985177993 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.3941499593520215 0.028635572479518107 0.69033365 45.1148301 0.0017006622843226404 17.01269445631504 17.96296494255066 17.360991985177993 1.0 False False 0.3 0.7 1.5 0.02 8 3 6.941782400012016 0.028635572479518107 2.3941499593520215 0.6019729573726664 0.011960642802537043 -0.7038863141486118 -1.311814770059538 False 0.08 Inputed -19.117127266833847 -19.123082765372107 """""" """""" """"""
-0.21047190913084513 0.12811086127755802 -10.584838627270969 17.567674404303325 4715.712812254284 129.34384645307412 53 31 31 66.87152779987082 59 True False 2020abtb 93.18224583333333 -14.26406388888889 SNIa 0.03587 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 93.18224583333333 -14.26406388888889 TNS 2020abtb ZTF20acviwcr 2020abtb SNIa 0.03587 0.2913712389470007 0.8917953610307947 0.4247742825554326 0.5688633087046178 0.8917953610307947 1.2661032535990309 15.069018476952099 15.069018476952099 51.80250932291872 51.80250932291872 59205.22810189985 59189.33734950004 16.938662753636542 17.095284578815427 16.938662753636542 2.7341444538564534 5.068936948399744 1.2733935366751217 93.18202135 -14.26378499 0.0013425037441007204 14.706347548389434 23.64 23.27 1.0 """""" """""" """""" """""" 0 False True all False False 0 5.068936948399744 1.2733935366751217 93.18202135 -14.26378499 0.0013425037441007204 14.706347548389434 23.64 23.27 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.890752399805933 1.2733935366751217 5.068936948399744 0.370000000000001 0.2512151067645712 6.5447154211845735 6.331337246363457 False 0.03587 Inputed -19.087320393578093 -18.930698568399208 """""" """""" """"""
-0.2070562939102638 0.18921481921218472 -12.061890836905455 17.52860226563425 5554.930748756103 163.81253302853105 75 52 52 74.89784720027819 70 True True 2020cbf 230.7164083333333 38.44960555555555 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 230.7164083333333 38.44960555555555 TNS 2020cbf ZTF18aaybfsd 2020cbf SNIa 0.04 0.02987967932622837 0.415616001788095 0.11738547511009045 0.21065721019151695 0.415616001788095 0.647132023286197 12.035357843173813 12.035357843173813 62.86248935710438 62.86248935710438 58903.51069439994 58887.454120399896 17.01234258899826 17.03044688828523 17.01234258899826 4.240941221072383 2.1568946134879727 6.216829183519072 230.7182123696815 38.4486125667908 0.0008598652484086422 14.910190047286749 15.957476220007539 15.238655192379355 0.975 """""" """""" """""" """""" 0 False True all False False 0 2.1568946134879727 6.216829183519072 230.7182123696815 38.4486125667908 0.0008598652484086422 14.910190047286749 15.957476220007539 15.238655192379355 0.975 False False 0.3 0.7 1.5 0.02 8 3 16.056574000045657 6.216829183519072 2.1568946134879727 0.7188210276281843 2.8823054889388726 -1.0729706682776907 -1.7736873966189037 False 0.04 Inputed -19.25246229848316 -19.234357999196188 """""" """""" """"""
-0.14007882575408104 0.4777111646327641 -5.674681562834754 16.09742090010784 6122.101509934737 290.3821255406218 75 21 21 23.008969999849796 50 True True 2020mon 169.06469166666665 36.33056388888889 SNIa 0.025 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 169.06469166666665 36.33056388888889 TNS 2020mon ZTF20abeywdn 2020mon SNIa 0.025 -0.16384900874250263 0.011197636203039707 -0.12252531674641887 -0.07960632285434599 0.011197636203039707 0.10892968524520796 17.594474846092147 17.594474846092147 5.414495153757648 5.414495153757648 59032.20037040021 59014.205023100134 15.736429670277108 15.736429670277108 15.959736032736078 0.8117774746528424 1.6712479080966343 0.8864701452813244 169.06492345603698 36.3307244070107 0.004148576173553353 19.04460236564815 19.459027520624396 19.125985640050768 0.985 """""" """""" """""" """""" 0 False True all False False 0 1.6712479080966343 0.8864701452813244 169.06492345603698 36.3307244070107 0.004148576173553353 19.04460236564815 19.459027520624396 19.125985640050768 0.985 False False 0.3 0.7 1.5 0.02 8 3 17.99534730007872 0.8864701452813244 1.6712479080966343 0.33304188057362794 0.530424086687962 3.722597850347288 3.1662496073146897 False 0.025 Inputed -19.276448738171663 -19.499755100630633 """""" """""" """"""
-0.01570198553772719 0.22608648814822266 1.4133965980608671 19.42764589113196 3259.541977880465 312.24704756841203 33 20 20 71.8708449001424 54 True True 2020hrw 196.02962916666664 5.561877777777777 SNII 0.024 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 196.02962916666664 5.561877777777777 TNS 2020hrw ZTF20aawmcrd 2020hrw SNII 0.024 0.833414874767314 1.1320457517040552 0.9046979690723767 0.9781918619794325 1.1320457517040552 1.2954620809681714 162.02677186481748 162.02677186481748 -90.15592696467506 -90.15592696467506 59021.23718750011 58955.31487269979 19.18722907273535 20.07469434798673 19.18722907273535 0.520891828063196 1.2312806493329251 0.8329830570240865 196.02959836538048 5.5621071221323195 0.01086044231626937 21.06658699827075 20.77881061212301 20.79849588881016 0.9285714285714287 """""" """""" """""" """""" 0 False True all False False 0 1.2312806493329251 0.8329830570240865 196.02959836538048 5.5621071221323195 0.01086044231626937 21.06658699827075 20.77881061212301 20.79849588881016 0.9285714285714287 False False 0.3 0.7 1.5 0.02 8 3 65.92231480032206 0.8329830570240865 1.2312806493329251 -0.0196852766871487 0.6765176220997011 0.7041162641362817 1.61126681607481 False 0.024 Inputed -15.959766565179715 -15.072301289928335 """""" """""" """"""
-0.07638729592897348 0.3424536582832823 -9.103055866844576 20.14160760857324 5891.6800097890555 218.28058320041342 22 8 8 14.021469899918884 57 True True 2021ihf 218.06108749999996 1.3373027777777777 SNIa 0.135 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 218.06108749999996 1.3373027777777777 TNS 2021ihf ZTF21aasqujp 2021ihf SNIa 0.135 -0.0901607408590408 0.16465650916992658 -0.03105182960311126 0.0310474405596608 0.16465650916992658 0.3115748708368926 8.905957333272731 8.905957333272731 5.115512566646153 5.115512566646153 59311.359606499784 59307.37935189996 19.724561939573313 19.724561939573313 19.9830892212385 6.958331364823252 1.0139876661077698 0.7356610410358494 218.061083280566 1.337507084524515 0.0005028511074363085 17.507009386341572 18.813916294376853 17.919393109189272 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.0139876661077698 0.7356610410358494 218.061083280566 1.337507084524515 0.0005028511074363085 17.507009386341572 18.813916294376853 17.919393109189272 0.975 False False 0.3 0.7 1.5 0.02 8 3 3.9802545998245478 0.7356610410358494 1.0139876661077698 0.8945231851875803 0.7255128100913814 -0.9106456451964604 -2.0636961120492288 False 0.135 Inputed -18.96741973165482 -19.22594701332001 """""" """""" """"""
-0.1322088477780351 0.23963965969260928 -13.411299761206102 18.470158429550793 5307.257136015452 107.05925132606636 62 30 30 67.84142359998077 75 True False 2020sga 320.90124999999995 13.817502777777777 SNIa 0.079 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 320.90124999999995 13.817502777777777 TNS 2020sga ZTF20abxjefm 2020sga SNIa 0.079 0.17198712254867843 0.8686052788350658 0.32263464090617333 0.4881942785190887 0.8686052788350658 1.3234363352500331 16.298270326494883 16.298270326494883 51.543153273485885 51.543153273485885 59109.1846758998 59090.28087959997 18.100153703942944 18.125183271625062 18.100153703942944 1.4604893203045008 2.395293679243554 1.239493071167613 320.90149962 13.81725826 0.0012593848169576427 16.530584037446975 17.14534081711769 16.769056572914124 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.395293679243554 1.239493071167613 320.90149962 13.81725826 0.0012593848169576427 16.530584037446975 17.14534081711769 16.769056572914124 1.0 False False 0.3 0.7 1.5 0.02 8 3 18.903796299826354 1.239493071167613 2.395293679243554 0.37628424420356765 0.5174701882731354 -0.9798424545073701 -1.3310971310288195 False 0.079 Inputed -19.66199045926855 -19.636960891586433 """""" """""" """"""
-0.18472610298073755 0.194667353565759 -9.3224992688726 18.893081209336252 5848.317435618691 112.44219944831329 53 41 41 68.97938659973443 69 True True 2021ijy 258.4873041666666 39.098797222222224 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 258.4873041666666 39.098797222222224 TNS 2021ijy ZTF21aaswvyc 2021ijy SNIa 0.07 -0.02736932196295072 0.5437305957289702 0.09637715377891354 0.23222948838269986 0.5437305957289702 0.914776491607995 15.517786342784705 15.517786342784705 53.46160025694972 53.46160025694972 59324.38658560021 59308.4051620001 18.185912415039393 18.185912415039393 18.424129557306177 2.38505029981809 1.1499328883665099 0.3507135012949201 258.487418186203 39.0987564672493 0.0027726368209455288 19.55662734607458 20.25163104135752 19.81169882216811 0.9049999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.1499328883665099 0.3507135012949201 258.487418186203 39.0987564672493 0.0027726368209455288 19.55662734607458 20.25163104135752 19.81169882216811 0.9049999999999999 False False 0.3 0.7 1.5 0.02 8 3 15.981423600111157 0.3507135012949201 1.1499328883665099 0.4399322191894086 0.30498606035445414 2.0657186263181266 1.3875692648619342 False 0.07 Inputed -19.07103639428462 -19.309253536551402 """""" """""" """"""
-0.11264167419447103 0.3635454959200974 -11.05279860304121 19.51995632894309 5704.519135682678 179.4975816028156 18 15 15 31.002349500078708 49 True True 2019gsg 326.46150333333 15.109096805555 SNIa 0.112 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 326.46150333333 15.109096805555 TNS 2019gsg ZTF19aawfely 2019gsg SNIa 0.112 -0.02263498558710708 0.31178315057393746 0.05380098506247677 0.134878941971472 0.31178315057393746 0.5098062884675656 9.956472766685344 9.956472766685344 21.045876733393364 21.045876733393364 58646.46354170004 58634.43718749983 19.173032168319736 19.197030390277458 19.173032168319736 0.4528727873774707 0.7743753705197844 3.4547864716185748 326.46248446900347 15.10925084978445 0.0022062766677289902 17.9737771211195 18.668129049978255 18.230002617063523 0.6333333333333333 """""" """""" """""" """""" 0 False True all False False 0 0.7743753705197844 3.4547864716185748 326.46248446900347 15.10925084978445 0.0022062766677289902 17.9737771211195 18.668129049978255 18.230002617063523 0.6333333333333333 False False 0.3 0.7 1.5 0.02 8 3 12.026354200206697 3.4547864716185748 0.7743753705197844 0.4381264329147321 4.461384753623578 -0.5289013402992033 -0.9430295512562132 False 0.112 Inputed -19.36213146063051 -19.33813323867279 """""" """""" """"""
-0.19315437086481976 0.24665275612481813 -6.6049172046346785 17.898573130339667 5014.847786233002 125.87135753926435 44 26 26 43.00109950033948 286 True False 2021uyi 274.2301416666666 5.375127777777777 SNIa 0.044 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 274.2301416666666 5.375127777777777 TNS 2021uyi ZTF21abqymzg 2021uyi SNIa 0.044 0.14741435284958015 0.7138498813309404 0.2725371394701597 0.40820065808275174 0.7138498813309404 1.0702978196259174 10.681074226526539 10.681074226526539 32.32002527381294 32.32002527381294 59440.2706133998 59430.23153939983 17.556350723132617 17.556350723132617 17.74112236809715 1.9667054702435105 1.061930964531597 2.06584009510533 274.22982597 5.37560789 0.0014975089894777582 18.108651563405992 18.31522520723343 18.30091638832092 0.44000000000000006 """""" """""" """""" """""" 0 False True all False False 0 1.061930964531597 2.06584009510533 274.22982597 5.37560789 0.0014975089894777582 18.108651563405992 18.31522520723343 18.30091638832092 0.44000000000000006 False False 0.3 0.7 1.5 0.02 8 3 10.039073999971151 2.06584009510533 1.061930964531597 0.014308818912507348 1.9453619529933786 0.7588744841008115 0.5597940202237695 False 0.044 Inputed -18.73273488336921 -18.917506528333746 """""" """""" """"""
-0.034513621276810465 0.4116170228621335 -2.616255682333948 19.023334996107845 5283.9649871136535 201.74742579542564 74 40 40 73.03251150017604 42 True True 2019ejp 212.11911708333 29.269749694444 SNIIn 0.118 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 212.11911708333 29.269749694444 TNS 2019ejp ZTF19aasekcx 2019ejp SNIIn 0.118 0.015177210952071363 0.3174992690577838 0.08500585580077313 0.1585715106295993 0.3174992690577838 0.49318588541226305 40.15344164163203 40.15344164163203 32.879069858544014 32.879069858544014 58619.320185199846 58602.26966439979 18.70169308144833 18.944263484073012 18.70169308144833 0.4258831564288995 0.7 1.567150841951081 212.119033997873 29.2701789382242 0.006999318722080705 21.04586229047656 22.44274342402458 21.67781826308727 0.9333333333333332 """""" """""" """""" """""" 1 False True all False False 0 1.0870865576559736 0.2721593653913378 212.11920372 29.26975161 0.008688649202750476 21.22146939114928 21.84746390630603 22.089670729601384 0.8666666666666666 False False 0.3 0.7 1.5 0.02 8 3 17.050520800054073 1.567150841951081 0.7 0.7649251609373096 2.238786917072973 3.4984799399515687 2.976125181638942 False 0.118 Inputed -19.949394879143334 -19.70682447651865 """""" """""" """"""
-0.20898241380776367 0.22859793988375826 -5.485176082283049 18.19684596208248 5957.874744680758 65.8236536844586 28 27 27 37.87384260026738 42 True True 2020tap 341.05580416666663 -18.17827777777778 SNIa 0.053741 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 341.05580416666663 -18.17827777777778 TNS 2020tap ZTF20abzhwtq 2020tap SNIa 0.053741 -0.05119419324515562 1.0451729896712223 0.16332059629502993 0.4144242841437098 1.0451729896712223 1.8860911029054215 5.597947882417192 5.597947882417192 32.275894717850186 32.275894717850186 59111.31567130005 59107.29434029991 17.69966514168874 17.69966514168874 17.805446191884933 1.6467198872382496 2.3596302875136885 5.824788634632754 341.05441261 -18.17734507 0.0010921645832496774 15.249612182700634 16.396995566821097 15.613786483049394 0.96 """""" """""" """""" """""" 0 False True all False False 0 2.3596302875136885 5.824788634632754 341.05441261 -18.17734507 0.0010921645832496774 15.249612182700634 16.396995566821097 15.613786483049394 0.96 False False 0.3 0.7 1.5 0.02 8 3 4.0213310001417994 5.824788634632754 2.3596302875136885 0.7832090837717036 2.468517489987916 -1.3026695748676431 -2.191659708835539 False 0.053741 Inputed -19.10767742993597 -19.21345848013216 """""" """""" """"""
-0.07477497894590918 0.9559473672931463 -8.781696562526696 17.007010481802517 5011.707200646377 233.2078418229754 26 17 17 72.85221069958061 48 True True 2019ull 143.8100925 13.134691388888 SNII 0.025 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 143.8100925 13.134691388888 TNS 2019ull ZTF19acwbhih 2019ull SNII 0.025 0.12612587992698465 0.40542663003348167 0.1914220932810906 0.25967143027564177 0.40542663003348167 0.5642219614065063 25.846817094191664 25.846817094191664 47.005393605388946 47.005393605388946 58827.54688660009 58793.5208796002 17.0083320171848 17.0083320171848 17.11229205989365 17.39656449357269 1.6982606473270887 5.0126316729564575 143.81150353281652 13.134466513656701 0.008525438637829952 18.52099500430882 18.786115486189125 18.3576296313715 0.99375 """""" """""" """""" """""" 2 False True all False False 0 0.35123262758840623 3.337568406608415 143.8108199124525 13.13409329855595 0.008616572404117728 20.045779077490568 25.012106818919182 22.91893748721361 0.25 False False 0.3 0.7 1.5 0.02 8 3 34.02600699989125 5.0126316729564575 1.6982606473270887 0.4284858548176267 2.9516268193848183 1.7777834690043264 1.2453375714778474 False 0.025 Inputed -18.12389271101409 -18.227852753722942 """""" """""" """"""
-0.09373642454402284 0.42017378039051856 -10.271577774256215 18.51516662304438 3934.883508337786 204.28359633347011 47 14 14 40.87605329975486 69 True True 2020aers 230.136 11.989680555555555 SNIbc 0.031382 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 230.136 11.989680555555555 TNS 2020aers ZTF21aaabzdr 2020aers SNIbc 0.031382 0.5588975015861095 0.9741580820677669 0.6554637015981335 0.7567368769110949 0.9741580820677669 1.2127634537318883 6.945771940840787 6.945771940840787 33.93028135891407 33.93028135891407 59223.518900500145 59215.55181710003 18.27038060839259 18.647804301479614 18.27038060839259 2.4538580226524784 5.121036817599187 3.3372699523954688 230.1352154570385 11.990200574927599 0.001990961485737519 15.086294409661292 15.620834013319016 15.16751947065115 1.0 """""" """""" """""" """""" 0 False True all False False 0 5.121036817599187 3.3372699523954688 230.1352154570385 11.990200574927599 0.001990961485737519 15.086294409661292 15.620834013319016 15.16751947065115 1.0 False False 0.3 0.7 1.5 0.02 8 3 7.967083400115371 3.3372699523954688 5.121036817599187 0.4533145426678651 0.651678570426687 -3.026970288160598 -3.1028611377414386 False 0.031382 Inputed -17.462955862475013 -17.08553216938799 """""" """""" """"""
-0.1010912050753549 0.5238209984212476 0.34136528013681267 15.356330845104145 5640.800187692036 61.79606866711318 11 7 7 37.05776620004326 89 True True 2020ddw 72.51164583333332 82.64850555555556 SNIa 0.018129 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 72.51164583333332 82.64850555555556 TNS 2020ddw ZTF20aaqukzi 2020ddw SNIa 0.018129 -0.09482271979934964 1.0582231181113784 0.12671138209032407 0.3889966973532122 1.0582231181113784 1.9671436624335854 16.774797597404522 16.774797597404522 20.28296860263874 20.28296860263874 58914.178993099835 58904.14181709988 15.14454657855514 15.14454657855514 15.449213027285262 65.01800774386074 3.0798012720565207 12.185000349269291 72.4908200822048 82.6505929694653 0.0008956584919700417 13.410412296149731 14.393216927490235 13.857261822443007 0.8350000000000002 """""" """""" """""" """""" 2 False True all False False 0 0.7 7.480687077045505 72.5153874586636 82.6464835079638 0.34197089536767955 23.037720970234872 23.365603483390807 23.263427054796217 0.05 False False 0.3 0.7 1.5 0.02 8 3 10.037175999954343 12.185000349269291 3.0798012720565207 0.5359551050472273 3.9564242212072416 -0.7513296510649052 -1.591951204842255 False 0.018129 Inputed -19.085367046819133 -19.390033495549254 """""" """""" """"""
-0.17851864194670392 0.21334684270374576 -6.363172556313863 18.615350076643644 6058.87583155392 108.33851057875077 121 81 81 68.02041669981554 60 True True 2021kpu 230.5819875 22.681783333333335 SNIa 0.069 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 230.5819875 22.681783333333335 TNS 2021kpu ZTF21aaxstzy 2021kpu SNIa 0.069 -0.1038608193908317 0.4576624735987771 0.01685487269056196 0.15005534386776276 0.4576624735987771 0.8271608430819839 9.370455885303823 9.370455885303823 58.649960814511715 58.649960814511715 59341.31770829996 59334.237719899975 17.97893760936924 17.97893760936924 18.201802312208105 2.4098539562615655 1.51110471205608 1.8724931990733114 230.58252016197798 22.6819536380034 0.003364963914933461 18.69559236228466 19.32204075973749 18.94295237717986 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.51110471205608 1.8724931990733114 230.58252016197798 22.6819536380034 0.003364963914933461 18.69559236228466 19.32204075973749 18.94295237717986 1.0 False False 0.3 0.7 1.5 0.02 8 3 7.079988399986178 1.8724931990733114 1.51110471205608 0.37908838255762944 1.2391551585631078 1.3431031503682505 0.7411500649717553 False 0.069 Inputed -19.261631351064153 -19.48449605390302 """""" """""" """"""
-0.36864599021809585 0.43501409097094657 -3.51273287395275 17.518736283864218 5706.068046565005 243.88748591884809 38 13 13 13.944722199812531 116 True False 2019lca 305.78985666666 10.300292611111 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 305.78985666666 10.300292611111 TNS 2019lca ZTF19abgcnqu 2019lca CV 0.0 -0.08421771956244584 0.1426052047380253 -0.031183336645465687 0.02424620936332289 0.1426052047380253 0.2715064733596293 0.8240512657385213 0.8240512657385213 13.12067093407401 13.12067093407401 60568.285786999855 60566.20693290001 17.232992243495875 17.232992243495875 17.29579811329925 5.240298513967903 0.6763863203190766 0.14938134037722248 305.78988734 10.30032109 0.003671156836096201 21.33778107404709 21.59915103816986 21.129445740890503 0.0125 """""" """""" """""" """""" 0 False True all False False 0 0.6763863203190766 0.14938134037722248 305.78988734 10.30032109 0.003671156836096201 21.33778107404709 21.59915103816986 21.129445740890503 0.0125 False False 0.3 0.7 1.5 0.02 8 3 2.0788540998473763 0.14938134037722248 0.6763863203190766 0.46970529727935784 0.220852101661006 4.366158794673986 3.8336476275912545 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.08165885074358362 0.3292599614114294 -15.912258855062449 17.5975972786555 5163.865210853623 219.5339621683326 12 6 6 41.99723380012438 134 True False 2020dfh 265.50666708333 3.200861 SNIIn 0.0293 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 265.50666708333 3.200861 TNS 2020dfh ZTF20aasivpe 2020dfh SNIIn 0.0293 0.13346666792451956 0.4333170836441944 0.20328150532941436 0.2764482369598582 0.4333170836441944 0.6050800683584043 -2.3080056253851 -2.3080056253851 44.30523942550948 44.30523942550948 58912.48439810006 58912.48439810006 17.388336183599684 17.512726060501244 17.388336183599684 2.9862513502218078 2.6694496295539056 5.0314988410233905 265.50749843 3.19973654 0.0031763696987749945 16.712906564712526 20.927468461036682 20.563244437980654 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.6694496295539056 5.0314988410233905 265.50749843 3.19973654 0.0031763696987749945 16.712906564712526 20.927468461036682 20.563244437980654 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 5.0314988410233905 2.6694496295539056 0.3642240230560283 1.8848450202314584 3.414742400535438 3.17490825438097 False 0.0293 Inputed -18.194816198437046 -18.070426321535486 """""" """""" """"""
-0.11868048146296425 0.3810687636131115 -4.171426941202588 19.053195076256536 5571.617801246652 129.54207971432373 52 25 25 35.928391200024635 50 True False 2020xvc 330.0510249999999 -18.226599999999998 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 330.0510249999999 -18.226599999999998 TNS 2020xvc ZTF20aclwowi 2020xvc SNIa 0.1 -0.03033616380287185 0.45196131886572743 0.07614563139768649 0.1916496703865853 0.45196131886572743 0.7554303943916736 13.913925782279565 13.913925782279565 22.014465417745072 22.014465417745072 59153.14749999996 59143.19133100007 18.699426319653476 18.699426319653476 18.836495936542022 0.5047685405137001 0.6629503876127275 0.2821933244873379 330.0509626 -18.2266513 0.007886929987341862 22.357406613433362 24.341569556581973 23.34074841504097 0.5 """""" """""" """""" """""" 0 False True all False False 0 0.6629503876127275 0.2821933244873379 330.0509626 -18.2266513 0.007886929987341862 22.357406613433362 24.341569556581973 23.34074841504097 0.5 False False 0.3 0.7 1.5 0.02 8 3 9.956168999895453 0.2821933244873379 0.6629503876127275 1.000821141541003 0.42566280940495566 5.642143236928497 4.504252478498948 False 0.1 Inputed -19.447246161928906 -19.58431577881745 """""" """""" """"""
-0.14618807144260815 0.3290415590689061 -6.455612435976242 18.76856729395634 6133.243706379703 84.0951298469468 45 24 24 34.89567130012438 49 True False 2020vxp 348.4814999999999 -17.51303888888889 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 348.4814999999999 -17.51303888888889 TNS 2020vxp ZTF20aciowcm 2020vxp SNIa 0.09 -0.0965862097672705 0.6744226153293873 0.062201279974274826 0.24224306791140293 0.6744226153293873 1.2189200715129402 11.151786454031484 11.151786454031484 23.743884846092893 23.743884846092893 59145.23465280002 59135.23096060008 18.34110939372646 18.34110939372646 18.53480278404379 0.9223899717882603 1.5564795025723785 1.338256301781571 348.48117377 -17.51324236 0.0029002972370529845 18.626231267404556 19.195814736902715 18.904481547772885 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.5564795025723785 1.338256301781571 348.48117377 -17.51324236 0.0029002972370529845 18.626231267404556 19.195814736902715 18.904481547772885 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.003692199941725 1.338256301781571 1.5564795025723785 0.29133318912982986 0.8597969324811845 0.8547053431762563 0.3696787637290946 False 0.09 Inputed -19.515581861135445 -19.709275251452777 """""" """""" """"""
-0.20212424737753956 0.24310445268515132 -7.164711962394422 18.912046793740597 5309.122141205489 153.8198667465811 47 34 34 52.92390049993992 64 True True 2021nlh 224.74355416666663 35.44215 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 224.74355416666663 35.44215 TNS 2021nlh ZTF21abcimwb 2021nlh SNIa 0.07 0.05538938762161649 0.47743960998371193 0.1505803974117761 0.2524232466254368 0.47743960998371193 0.7333839227106189 11.81018511257638 11.81018511257638 41.113715387363534 41.113715387363534 59365.297974499874 59353.320081000216 18.473611025613266 18.473611025613266 18.51063217161634 1.1522215797586048 0.6832190287972918 5.33536181871111 224.742518261797 35.440931726838 0.12994550782085257 22.440298316493035 23.16165163303554 22.310364314539136 0.39285714285714285 """""" """""" """""" """""" 0 False True all False False 0 0.6832190287972918 5.33536181871111 224.742518261797 35.440931726838 0.12994550782085257 22.440298316493035 23.16165163303554 22.310364314539136 0.39285714285714285 False False 0.3 0.7 1.5 0.02 8 3 11.977893499657512 0.0 0.0 0.0 0.0 5.166388974386734 4.75936782838366 True 0.07 Inputed -18.984533779974456 -19.02155492597753 """""" """""" """"""
-0.10434377145529966 0.36836805710896414 -38.433912959709545 15.548795295936383 7030.468321996551 412.43445771658173 23 15 15 38.859722199849784 184 True False 2018fjz 308.74683291666 24.60575 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 308.74683291666 24.60575 TNS 2018fjz ZTF18abnyktn 2018fjz CV 0.0 -0.23732955237382924 -0.1251567942422227 -0.21041662978373665 -0.18276037975191528 -0.1251567942422227 -0.064395404901326 -28.86292782548339 -28.86292782548339 67.72265002533317 67.72265002533317 58349.3671875 58349.3671875 15.585735829689463 15.585735829689463 17.04414563110154 39.9161481782298 0.7 7.034006867594015 308.74580393 24.60403465 0.1880795276035152 22.276065176916124 23.64 22.388723899555206 0.5 """""" """""" """""" """""" 2 False True all False False 0 0.8139547255248287 5.962952251178254 308.74515402 24.60510693 0.01337304038023912 19.062389300203325 19.78636291294098 19.17282209482193 0.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.0 0.0 0.0 0.0 8.054264170310537 6.22585436889846 True 0.0 Inputed """""" """""" """""" """""" """"""
-0.11503914285350235 0.43784545682313947 -5.720803084367093 19.341646551032515 5711.656188194945 181.46396972505605 37 16 16 30.904618099797517 42 True False 2020zcw 110.16969999999999 34.07364444444445 SNIa 0.1205 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 110.16969999999999 34.07364444444445 TNS 2020zcw ZTF20acphsbv 2020zcw SNIa 0.1205 -0.06361746299842608 0.2561067390612024 0.009472570718280338 0.08699318104457987 0.2561067390612024 0.4453567745140461 11.511315830527646 11.511315830527646 19.39330226926987 19.39330226926987 59167.50745370006 59157.45453700004 19.051999279967784 19.051999279967784 19.113502802103653 0.46034054818746767 1.2919706343366737 2.302580283881802 110.17046926 34.07369996 0.006641388553660921 19.66326580951214 20.3063320625782 19.94612145707607 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.2919706343366737 2.302580283881802 110.17046926 34.07369996 0.006641388553660921 19.66326580951214 20.3063320625782 19.94612145707607 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 10.052916700020432 2.302580283881802 1.2919706343366737 0.3602106055021288 1.7822233901345579 1.2543327826104154 0.8326186549724177 False 0.1205 Inputed -19.584183624302632 -19.6456871464385 """""" """""" """"""
-0.11917621590816452 0.35038398277273364 -15.871152960382663 18.366111145827862 5266.691567447992 121.06988902395602 23 23 23 33.023067200090736 43 True False 2020skb 75.0958125 6.835308333333333 SNIa 0.066 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 75.0958125 6.835308333333333 TNS 2020skb ZTF20abxxzxy 2020skb SNIa 0.066 0.1928687154877835 0.8033433704106017 0.3271794747903911 0.47317351713305555 0.8033433704106017 1.1903064855670777 -7.071363302370237 -7.071363302370237 40.09443050246097 40.09443050246097 59092.44756940007 59092.44756940007 18.270472676545783 18.270472676545783 18.37426772962258 1.092379076122246 1.4688083686537798 1.000383846200108 75.09599955 6.83551504 0.0029949366724955073 18.899927380800246 19.426052431106566 19.121441137599945 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.4688083686537798 1.000383846200108 75.09599955 6.83551504 0.0029949366724955073 18.899927380800246 19.426052431106566 19.121441137599945 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 1.000383846200108 1.4688083686537798 0.3046112935066212 0.6810853393468876 1.155579754560783 0.747173407977364 False 0.066 Inputed -18.99117014700601 -19.094965200082807 """""" """""" """"""
-0.12209274799851245 0.3656249623481148 -8.841138266651384 18.386787624578083 5677.980042725424 94.85165854897417 27 16 16 49.98098380025476 34 True True 2020fqc 155.9435833333333 8.941019444444445 SNIa 0.065 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 155.9435833333333 8.941019444444445 TNS 2020fqc ZTF20aatxnxq 2020fqc SNIa 0.065 0.0266479941430795 0.7567854645886491 0.18100068040889994 0.353120876216245 0.7567854645886491 1.2514886946729717 18.33490140293031 18.33490140293031 31.646082397324452 31.646082397324452 58955.187395799905 58936.252199099865 17.929513376076297 17.929513376076297 18.185184621363078 2.887360232316352 1.055381811060498 2.3813201021421215 155.94377086933548 8.940384438468886 0.004747386403721854 19.441299930005073 20.21021035525322 19.623937492809297 0.9583333333333334 """""" """""" """""" """""" 1 False True all False False 0 1.3072584972115087 1.8578609925013505 155.9437718893355 8.940538158468886 0.005345625976543866 19.577085863103868 20.287208184788227 19.713312162714004 0.9833333333333333 False False 0.3 0.7 1.5 0.02 8 3 18.93519670004025 2.3813201021421215 1.055381811060498 0.5862728624439235 2.2563588619641433 2.2806969791769234 1.4387528714462192 False 0.065 Inputed -19.146607887598325 -19.402279132885106 """""" """""" """"""
-0.19283493661247125 0.20952713357477454 -1.5867854148910714 19.236530207687366 5549.315474022744 60.8902731154508 140 82 82 43.79739589989185 65 True False 2020jdo 273.93185416666665 58.21526111111111 SNIa 0.071 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 273.93185416666665 58.21526111111111 TNS 2020jdo ZTF20aayjyhp 2020jdo SNIa 0.071 -0.033152369854832386 1.2005338097570188 0.2037010507307393 0.4841849269713201 1.2005338097570188 2.1756239058232723 14.485144470965736 14.485144470965736 29.312251428926118 29.312251428926118 58978.43454860011 58970.46748840017 18.772958075479337 18.772958075479337 18.81498961232712 0.8200070184300631 3.1225373109105234 15.436497964962063 273.92757806 58.2189099 0.003563215667550357 14.706873175919055 15.81594185602665 14.965415290117264 0.97 """""" """""" """""" """""" 5 False True all False False 0 1.7215607539463784 9.970491585438413 273.93091836 58.21253575 0.01661248063278764 17.943288395762444 20.077986377310754 18.84160151975155 1.0 False False 0.3 0.7 1.5 0.02 8 3 7.9670601999387145 15.436497964962063 3.1225373109105234 0.8505265659093855 4.943575185162743 -2.9570162194526883 -3.8495743222098575 False 0.071 Inputed -18.7114641978952 -18.753495734742984 """""" """""" """"""
-0.041478987830914915 0.35480368069973933 -17.86832550776836 18.635086056378704 4090.046239289555 218.38961412719502 14 14 14 33.97935190005228 62 True False 2019rfi 92.503875 -22.668111 SNII 0.038 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 92.503875 -22.668111 TNS 2019rfi ZTF19acccyxx 2019rfi SNII 0.038 0.545200105957214 0.9285666132396173 0.6347616017531692 0.7284082965777472 0.9285666132396173 1.1469652522813902 10.113003862861635 10.113003862861635 23.866348037190644 23.866348037190644 58761.501076399814 58758.50084490003 18.44847141610373 18.83924996238531 18.44847141610373 0.8991138065060207 5.00057285002887 2.7758182675141874 92.50305577 -22.66826292 0.0038197303718856546 16.042770611071585 16.677507646346093 16.30949623448849 1.0 """""" """""" """""" """""" 0 False True all False False 0 5.00057285002887 2.7758182675141874 92.50305577 -22.66826292 0.0038197303718856546 16.042770611071585 16.677507646346093 16.30949623448849 1.0 False False 0.3 0.7 1.5 0.02 8 3 3.0002314997836947 2.7758182675141874 5.00057285002887 0.368011411857605 0.5551000556862523 -2.1617423160392164 -2.1389751816152405 False 0.038 Inputed -17.703899234789866 -17.313120688508285 """""" """""" """"""
-0.19312884181366896 0.21106197179976877 -3.7641134746335716 16.29876575859687 5434.0034411633715 130.43439582035376 42 16 16 61.83846070012078 61 True True 2020dko 204.98774583333332 0.8281888888888889 SNIa 0.0225 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 204.98774583333332 0.8281888888888889 TNS 2020dko ZTF20aarbget 2020dko SNIa 0.0225 -0.0013298621354334017 0.4879020519370876 0.10685411216340945 0.2240835496919118 0.4879020519370876 0.7949392681095127 15.269670461635116 15.269670461635116 46.56879023848566 46.56879023848566 58915.47827549977 58904.49923609989 15.875745787961584 15.875745787961584 15.981791249405417 6.837539967030839 2.6983933153035675 5.772523266896989 204.988304419444 0.8296919493523276 0.0006786878022004839 14.484494959473611 15.787973050117493 15.415421458039283 1.0 """""" """""" """""" """""" 3 True True all False False 0 2.910742709582456 2.3573765857853965 204.98743808 0.82761087 0.0005058872400300896 14.702213005286454 23.64 23.27 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.979039399884641 5.772523266896989 2.6983933153035675 0.3725515920782101 2.1392445771929967 -0.0877727378440909 -0.5663697913661334 False 0.0225 Inputed -19.02424030613281 -19.130285767576645 """""" """""" """"""
-0.18825540374596833 0.17311126244347294 -10.554080169641782 16.828745635074494 5256.968057891563 129.77710560776305 143 97 97 73.77260419959202 63 True True 2020qqn 356.32099583333326 21.35883888888889 SNIa 0.045 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 356.32099583333326 21.35883888888889 TNS 2020qqn ZTF20abqaqgv 2020qqn SNIa 0.045 0.12002001036379184 0.656756487302971 0.23896037812065174 0.36766063009778094 0.656756487302971 0.9925927925795861 16.64191212526319 16.64191212526319 57.130692074328834 57.130692074328834 59080.34209490009 59062.46228010021 16.305948068786527 16.315590117074095 16.305948068786527 4.256406084778681 5.816153325276876 3.78506334922912 356.319870845626 21.3587509359668 0.0022435881467911534 14.909002373023032 15.88975980752945 15.23957986904621 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 3.197406070558534 356.321919425993 21.3590601851226 0.03323459411602536 21.777940030994415 21.911720798587798 21.861010517778396 0.03333333333333333 False False 0.3 0.7 1.5 0.02 8 3 17.87981479987502 3.78506334922912 5.816153325276876 0.6501799384832392 0.6507846574091019 -0.4258303095446454 -1.0663681997403174 False 0.045 Inputed -20.217227370961375 -20.207585322673808 """""" """""" """"""
-0.2157880038975919 0.2120177008287768 -5.450473096806166 17.38608287552716 5753.690469102207 138.09059144018488 33 27 27 70.89350700005889 34 True True 2019baq 185.50591541666 20.340745305555 SNIa 0.022 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 185.50591541666 20.340745305555 TNS 2019baq ZTF19aakoasy 2019baq SNIa 0.022 -0.06282939498178308 0.37359626273931923 0.03418681670135015 0.13896212076459236 0.37359626273931923 0.6449350564026375 9.709604918952062 9.709604918952062 61.18390208110683 61.18390208110683 58546.29023149982 58538.318159699906 16.795428780832342 16.795428780832342 17.105480704132933 12.086489901812488 1.1892668234160981 4.062460635933008 185.506570592631 20.3416918981395 0.0003467726813706218 14.963970967589617 16.092063664512636 15.347081554971933 0.745 """""" """""" """""" """""" 0 False True all False False 0 1.1892668234160981 4.062460635933008 185.506570592631 20.3416918981395 0.0003467726813706218 14.963970967589617 16.092063664512636 15.347081554971933 0.745 False False 0.3 0.7 1.5 0.02 8 3 7.972071799915284 4.062460635933008 1.1892668234160981 0.7449821095407039 3.4159370764786257 -0.7033651163197057 -1.7583991491610007 False 0.022 Inputed -17.85147750429479 -18.161529427595383 """""" """""" """"""
-0.16273659919474048 0.2048440351026296 -7.608754035949533 18.38076160356423 5741.743929886242 96.9993176807337 22 22 22 58.00729160010815 42 True True 2019nwf 61.270748333333 -6.604815972222 SNIa 0.057 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 61.270748333333 -6.604815972222 TNS 2019nwf ZTF19abqlrtb 2019nwf SNIa 0.057 -0.00876226570728278 0.6833269931610815 0.1379266686045426 0.30124014500867347 0.6833269931610815 1.1500508005460048 16.120678052543624 16.120678052543624 41.88661354756452 41.88661354756452 58722.46233800007 58708.47568289982 17.82179661308369 17.82179661308369 17.912892331873298 2.595674439295478 1.4745048858788918 1.618423026087715 61.27067996857966 -6.604371569209896 0.005483700284988013 19.485320848777295 20.01351524374008 19.647620967822075 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.4745048858788918 1.618423026087715 61.27067996857966 -6.604371569209896 0.005483700284988013 19.485320848777295 20.01351524374008 19.647620967822075 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 13.986655100248754 1.618423026087715 1.4745048858788918 0.3658942759180057 1.0976043834015778 2.191718630656389 1.7347286359487768 False 0.057 Inputed -19.12972308607736 -19.220818804866965 """""" """""" """"""
-0.22341223660349996 0.4518079950835812 -10.068823603800627 17.75091499038516 6522.764631301424 247.70665342694613 12 8 8 11.036898199934512 97 True False 2018ffy 354.34826749999 51.520291194444 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 354.34826749999 51.520291194444 TNS 2018ffy ZTF18admoxqu 2018ffy CV 0.0 -0.21247478355674332 -0.013931494636892694 -0.16610277318964606 -0.1176026812633637 -0.013931494636892694 0.0991237415006232 -6.4742119648887915 -6.4742119648887915 17.511110164823304 17.511110164823304 59744.4514930998 59744.41307870019 17.65594079928725 17.65594079928725 17.91596898255283 3.6750986111834396 0.7329986042704847 11.508819681373332 354.34313446 51.52015459 0.1432044663329951 20.617011463642122 22.30589749660492 20.97805277338028 0.13 """""" """""" """""" """""" 2 False True all False False 0 0.7087028846328879 8.34807867151991 354.34507971 51.51909006 0.18511931384695302 21.81578948984146 22.387257151699067 21.752633130931855 0.0 False False 0.3 0.7 1.5 0.02 8 3 0.0384143996052444 0.0 0.0 0.0 0.0 5.98405920071275 5.35403101744717 True 0.0 Inputed """""" """""" """""" """""" """"""
-0.20195019245973828 0.21652176384465321 -6.568632539356729 18.877162321271307 4718.939570876749 101.92039930159787 44 28 28 54.9107291996479 51 True True 2021lxo 210.41132499999998 19.49643888888889 SNIa 0.05975 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 210.41132499999998 19.49643888888889 TNS 2021lxo ZTF21abameyr 2021lxo SNIa 0.05975 0.26166497574673286 1.0428425285806995 0.4296804486981003 0.614946075967282 1.0428425285806995 1.5580386228136156 13.048875699823718 13.048875699823718 41.861853499824186 41.861853499824186 59354.33749999991 59342.29643520014 18.358644244690325 18.358644244690325 18.419096692585924 2.7100733631939495 0.9929629162049348 5.700699339349425 210.410018041139 19.49743372244935 0.0012945963316701725 16.04362027620554 17.191427985460756 16.375980471184256 0.85 """""" """""" """""" """""" 0 False True all False False 0 0.9929629162049348 5.700699339349425 210.410018041139 19.49743372244935 0.0012945963316701725 16.04362027620554 17.191427985460756 16.375980471184256 0.85 False False 0.3 0.7 1.5 0.02 8 3 12.041064799763262 5.700699339349425 0.9929629162049348 0.8154475142764994 5.741099940708032 -1.1672162592295692 -2.043116221401668 False 0.05975 Inputed -18.727212716570435 -18.787665164466034 """""" """""" """"""
-0.12502195769903413 0.4358421306963023 -4.308281404943697 18.58060135502604 5700.694880875937 101.46020735610936 19 14 14 41.06035879999399 38 True True 2018jsu 191.70944124999 22.796448694444 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 191.70944124999 22.796448694444 TNS 2018jsu ZTF18acurlbt 2018jsu SNIa 0.08 -0.04695006194908302 0.5894026270369679 0.08873774833467962 0.23923479643416812 0.5894026270369679 1.0141020625119346 8.329966733375844 8.329966733375844 32.730392066618144 32.730392066618144 58467.48171300022 58461.48609950021 18.178289627309674 18.178289627309674 18.405621600959872 3.7270879882623893 1.9805456913207686 5.223748493098091 191.70876663 22.7977597 0.003631732336167981 17.18557361510396 20.795174747180937 17.354442224562167 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 0.16101540186754237 191.70947368095 22.7964154290264 0.004773774514161722 21.59247661931634 21.884380889048575 21.460831338045598 0.6499999999999999 False False 0.3 0.7 1.5 0.02 8 3 5.995613500010222 5.223748493098091 1.9805456913207686 3.44073252261877 2.6375299070300793 2.616885119871263 -1.0511793763977053 False 0.08 Inputed -19.384312421111506 -19.611644394761704 """""" """""" """"""
-0.18108498718490534 0.2438293466395827 -15.992153972074446 15.531690216120591 6731.147641337973 95.70985303011676 56 32 32 52.02487270021811 78 True True 2021xn 24.462208333333333 53.66441944444444 SNIa 0.017 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 24.462208333333333 53.66441944444444 TNS 2021xn ZTF21aacvhsc 2021xn SNIa 0.017 -0.09995682500174752 0.5548082113450832 0.038065433035855634 0.19227781641823327 0.5548082113450832 0.9999570565957789 15.84219562067993 15.84219562067993 36.18267707953818 36.18267707953818 59248.19873839989 59224.157893499825 15.040305391782166 15.040305391782166 15.274745485997572 16.77378101231187 4.904078424228727 7.257603200372309 24.463188245793248 53.66635003125275 0.001035208798073839 13.897022435855865 14.466280775623321 14.058502585859298 1.0 """""" """""" """""" """""" 1 False True all False False 0 1.114065548771842 4.0789070763077095 24.4609693451851 53.66528248516545 0.00889150733797095 19.272721561584472 19.233984896697997 19.1557397766304 0.01 False False 0.3 0.7 1.5 0.02 8 3 24.040844900067896 7.257603200372309 4.904078424228727 0.4077781897640236 1.4799117331639584 -0.5740246161588445 -1.2162429001382744 False 0.017 Inputed -19.119583738947117 -19.354023833162522 """""" """""" """"""
-0.12268079450582878 0.2701313742487016 -34.43127124428703 18.05339481243728 5626.423186662535 290.0500618849092 43 30 30 61.89932870026678 74 True True 2021bug 188.59486666666666 2.3172861111111107 SNII 0.005847 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 188.59486666666666 2.3172861111111107 TNS 2021bug ZTF21aagydmn 2021bug SNII 0.005847 0.07546086244147432 0.2883984404494768 0.1258748895590216 0.17813598180357104 0.2883984404494768 0.40665930145891593 -19.6884670029318 -19.6884670029318 81.58779570319858 81.58779570319858 59253.48702549981 59249.41293979995 18.04200707501573 18.11138052129751 18.04200707501573 5.793541543522252 13.630217033554759 30.932204436351494 188.591774093487 2.32530352587781 0.008261470190847997 13.430319912727477 14.151351740051506 13.646591401715874 1.0 """""" """""" """""" """""" 27 True True all False False 0 7.561859695297696 2.166994037688652 188.594387065842 2.317650383359605 0.07196284987882906 18.93533733135164 18.63744015999675 18.33825556385934 0.8583333333333334 False False 0.3 0.7 1.5 0.02 8 3 4.074085699860007 30.932204436351494 13.630217033554759 0.5047603383356325 2.269384585748183 -3.9600287812460024 -4.395415673299855 False 0.005847 Inputed -14.028463090068433 -13.959089643786653 """""" """""" """"""
-0.26596821422821926 0.20552172031894328 -5.277757296474138 17.189382337528784 5337.851135389249 87.31655021198583 26 15 15 37.94402780011296 54 True False 2018jpn 41.034221249999 -9.451665972222 SNIa 0.03013 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 41.034221249999 -9.451665972222 TNS 2018jpn ZTF18acslpba 2018jpn SNIa 0.03013 0.0674242717620146 0.8997568388438779 0.24108320611576417 0.4363314779400014 0.8997568388438779 1.4764467474542897 6.72510343072455 6.72510343072455 31.21892436938841 31.21892436938841 58462.272685199976 58456.21866900008 16.788009889406823 17.030584211333288 16.788009889406823 4.525250814166858 3.9132171055216958 3.6054827181762383 41.03344558 -9.4523122 0.00035394145338629723 13.399625810086727 14.553335856056213 13.781970198702812 0.9099999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.9132171055216958 3.6054827181762383 41.03344558 -9.4523122 0.00035394145338629723 13.399625810086727 14.553335856056213 13.781970198702812 0.9099999999999999 False False 0.3 0.7 1.5 0.02 8 3 6.054016199894249 3.6054827181762383 3.9132171055216958 0.7713656573534013 0.921360257034747 -2.4772483552770748 -3.006039690704011 False 0.03013 Inputed -18.85624687307397 -18.613672551147506 """""" """""" """"""
-0.18520017623029428 0.24992041179317742 -11.02131426607019 18.94226536559155 5427.302556599059 71.30381950786965 82 71 71 41.005358799826354 50 True True 2020awr 195.22104166666662 62.79598055555555 SNIa 0.07656 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 195.22104166666662 62.79598055555555 TNS 2020awr ZTF20aahptds 2020awr SNIa 0.07656 0.18267710366879797 1.3433465783661411 0.4160498871595699 0.6844811775189186 1.3433465783661411 2.1991816575833383 13.481899669755945 13.481899669755945 27.523459130070407 27.523459130070407 58888.4672801001 58871.45116900001 18.518313065658482 18.557357751243323 18.518313065658482 0.7555767215786151 1.5420466516976865 9.143393296356292 195.21571938714152 62.7952522345403 0.002827506616429498 15.838140925277472 17.066264797880052 16.216315289371014 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.5420466516976865 9.143393296356292 195.21571938714152 62.7952522345403 0.002827506616429498 15.838140925277472 17.066264797880052 16.216315289371014 0.975 False False 0.3 0.7 1.5 0.02 8 3 17.01611110009253 9.143393296356292 1.5420466516976865 0.849949508509038 5.929388249240093 -1.491092953363271 -2.301997776287468 False 0.07656 Inputed -19.17454027271563 -19.13549558713079 """""" """""" """"""
-0.1652601337885986 0.2305929478201804 -9.736868234807144 18.514559968728207 5919.561102381747 116.65554434478362 20 16 16 63.83363430015743 42 True True 2019btg 241.59872791666 27.391618194444 SNIa 0.072 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 241.59872791666 27.391618194444 TNS 2019btg ZTF19aamaeve 2019btg SNIa 0.072 -0.04259574417894285 0.4976607995935751 0.07501992077465403 0.2037550773193182 0.4976607995935751 0.8458379879464495 14.079501085575881 14.079501085575881 49.75413321458154 49.75413321458154 58556.48228010023 58541.54343750002 18.066165224249545 18.066165224249545 18.185591787906663 2.2769593648133033 2.2273683177160435 3.1507584198359746 241.598560209695 27.3907557438002 0.0025484097225303426 17.201804827705622 17.81538356439352 17.48866217912197 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.2273683177160435 3.1507584198359746 241.598560209695 27.3907557438002 0.0025484097225303426 17.201804827705622 17.81538356439352 17.48866217912197 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 14.938842600211501 3.1507584198359746 2.2273683177160435 0.3267213852715507 1.414565518767359 -0.25078165985602396 -0.6969296087846928 False 0.072 Inputed -19.371717851541597 -19.491144415198715 """""" """""" """"""
-0.029469377894582295 0.32717128404559026 -8.313048029561513 18.41211070113483 5879.374879153986 125.59636624453779 28 15 15 72.82097220001742 26 True False 2018fso 253.18402541666 70.088236611111 SNIIP 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 253.18402541666 70.088236611111 TNS 2018fso ZTF18abrlljc 2018fso SNIIP 0.05 -0.05622965070574537 0.4337097878718694 0.051442712394731416 0.16858517452439514 0.4337097878718694 0.744393451181466 35.53227630958811 35.53227630958811 37.28869589042931 37.28869589042931 58366.21556709986 58360.28320599999 18.14433806863082 18.14433806863082 18.225599266137515 3.6043522727925277 1.4777008249389645 2.7422696330307725 253.18181854 70.0883605 0.002682626817544831 18.065912542438507 19.63629781703949 18.29276738833189 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7173160742116673 1.260444551780152 253.18374002 70.08790025 0.004084989372597381 20.587080594348908 18.565739270377158 20.565724547493456 1.0 False False 0.3 0.7 1.5 0.02 8 3 5.932361099869013 2.7422696330307725 1.4777008249389645 1.3435304287076022 1.8557678162926114 1.4919597484086715 0.06716812219437429 False 0.05 Inputed -18.52893936503776 -18.610200562544456 """""" """""" """"""
-0.141511999159306 0.31576536957540746 -5.542759604343795 18.553161223885702 4802.488389814032 37.700406907855914 48 15 15 25.079594899900258 48 True False 2020vae 270.744675 52.115075000000004 SNIa 0.04846 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 270.744675 52.115075000000004 TNS 2020vae ZTF20acgkuay 2020vae SNIa 0.04846 0.37114744371858066 3.546870872544986 0.8984312121440148 1.5777090037748138 3.546870872544986 6.662372449394688 14.599356717403941 14.599356717403941 10.480238182496317 10.480238182496317 59137.116446800064 59125.1203240999 18.368970701014394 18.655738608999012 18.368970701014394 0.8657868944521696 5.058857747268869 3.862234636523718 270.74313605 52.11456717 0.00195519191669169 15.048337883687019 23.64 15.881567996406556 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 3.434864004115075 270.74337502 52.11455242 0.08021478898707246 22.81 16.90707714767456 23.27 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.996122700162232 3.862234636523718 5.058857747268869 7.758432003593445 0.763459822251145 4.984261391000988 -2.487402704607838 False 0.04846 Inputed -18.31684504278454 -18.03007713479992 """""" """""" """"""
-0.16916423231012329 0.31481960074628806 -4.763573382746635 19.39651569504459 5525.418088263233 216.0416596583175 23 15 15 31.96113430010155 31 True False 2021ucp 24.65710833333333 35.13710833333333 SNIa 0.106 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 24.65710833333333 35.13710833333333 TNS 2021ucp ZTF21abovcii 2021ucp SNIa 0.106 -0.0327493198314599 0.23737874936827552 0.02992332766903516 0.095758122271139 0.23737874936827552 0.39307780185062313 8.04901695192903 8.04901695192903 23.91211734817252 23.91211734817252 59428.450127299875 59422.46968750004 18.97067787075159 18.97067787075159 19.153236084383302 0.554442683080714 0.9849222792123441 2.200771483729426 24.65637113 35.137007 0.012349415255787921 20.90067221827507 21.37714204618931 20.999369536566736 1.0 """""" """""" """""" """""" 0 False True all False False 0 0.9849222792123441 2.200771483729426 24.65637113 35.137007 0.012349415255787921 20.90067221827507 21.37714204618931 20.999369536566736 1.0 False False 0.3 0.7 1.5 0.02 8 3 5.980439799837768 2.200771483729426 0.9849222792123441 0.3777725096225737 2.2344620790682215 2.406464175437719 1.8461334521834338 False 0.106 Inputed -19.259721641121942 -19.442279854753654 """""" """""" """"""
-0.13985297250909315 0.30992114449870833 -3.802666325470992 18.045898536157196 5842.466735764755 111.93277006695092 85 57 57 62.0627893996425 48 True False 2020muw 312.09522499999997 83.07759999999999 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 312.09522499999997 83.07759999999999 TNS 2020muw ZTF20abewogd 2020muw SNIa 0.06 -0.08933318229448872 0.4572133955997266 0.028787595516980957 0.15868312394483297 0.4572133955997266 0.8137054622169515 17.572510139345855 17.572510139345855 44.490279260296646 44.490279260296646 59026.242581000086 59013.24361110013 17.514908757881674 17.514908757881674 17.696351164834233 3.1168189390294816 2.8965329105169824 40.420208491375035 312.05131647 83.08750445 0.05792428638497882 16.05244120221138 23.64 16.421331209468843 0.5 """""" """""" """""" """""" 21 False True all False False 0 0.9367028898060017 4.687746222020599 312.085497 83.0770336 0.0664629627622858 21.74160615501404 23.64 22.37429174170494 0.05 False False 0.3 0.7 1.5 0.02 8 3 12.998969899956137 0.0 0.0 0.0 0.0 6.125091242118327 5.573648835165766 True 0.06 Inputed -19.459149816363567 -19.640592223316126 """""" """""" """"""
-0.13977859581438412 0.4440966060894158 -8.624036315943645 18.311275392564816 5286.315091277112 176.72653570900354 39 26 26 28.020312500186265 48 True True 2020mvl 204.6761708333333 24.009383333333332 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 204.6761708333333 24.009383333333332 TNS 2020mvl ZTF20abfybms 2020mvl SNIa 0.06 0.06465290705640925 0.42794682671041784 0.1477037178024645 0.23578618362655845 0.42794682671041784 0.643044093831918 15.158549961974334 15.158549961974334 12.86176253821193 12.86176253821193 59033.19465279998 59015.219201399945 18.145043057690494 18.145043057690494 18.14509321525745 0.34555359541726566 2.1161132797920956 4.320838353930271 204.6765485644505 24.0105328988799 0.004389876575405016 17.64765730517626 18.938792432783842 18.194521080679596 0.99 """""" """""" """""" """""" 0 False True all False False 0 2.1161132797920956 4.320838353930271 204.6765485644505 24.0105328988799 0.004389876575405016 17.64765730517626 18.938792432783842 18.194521080679596 0.99 False False 0.3 0.7 1.5 0.02 8 3 17.975451400037855 4.320838353930271 2.1161132797920956 0.7442713521042457 2.041874787702663 0.7937493750933484 0.049427865422146056 False 0.06 Inputed -19.01040776594035 -19.010457923507307 """""" """""" """"""
-0.16878132760240114 0.19874885875647524 -9.573364097353643 18.35618513944061 6173.572240982313 89.76931229112694 48 38 38 63.891273099929094 46 True True 2020oms 324.54576249999997 6.741036111111111 SNIa 0.06506 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 324.54576249999997 6.741036111111111 TNS 2020oms ZTF20abjxwga 2020oms SNIa 0.06506 -0.06702430800959291 0.6607262577906674 0.08486838118927409 0.25564171882122366 0.6607262577906674 1.1638112736579131 14.936990597290883 14.936990597290883 48.95428250263821 48.95428250263821 59050.37807870004 59035.440543999895 17.755234998397732 17.755234998397732 17.88273717250541 2.9204945437384464 3.9635380917650735 7.174210912850392 324.54741534931395 6.742166214623914 0.002505010262179641 15.408659925199746 17.24102895338416 15.765043419058323 1.0 """""" """""" """""" """""" 1 True True all False False 0 2.0798460749691228 1.7269146438929603 324.54540948 6.74070869 0.0008850219812032156 16.313773357731105 18.793507824730874 16.68935857013464 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.937534700147808 7.174210912850392 3.9635380917650735 1.4759855343258366 1.8100522176779477 -0.514206045013573 -2.1176937534470888 False 0.06506 Inputed -19.451088431271856 -19.578590605379535 """""" """""" """"""
-0.1032331301454126 0.33556854787861556 -7.4096394391775116 17.44296720350597 4084.7224465504833 197.04738782038248 49 38 38 72.81232640007511 77 True False 2021rgi 308.94109166666664 -25.291169444444446 SNIb 0.017 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 308.94109166666664 -25.291169444444446 TNS 2021rgi ZTF21abimnii 2021rgi SNIb 0.017 0.46484604369128135 0.8764676005713028 0.5602442661488638 0.6605135975399676 0.8764676005713028 1.1144170681091694 21.124975876072842 21.124975876072842 51.68735052400227 51.68735052400227 59412.37649310008 59394.41918980004 17.13899069487 17.638844375352136 17.13899069487 3.128277409761859 2.585273326080684 3.0100300410412775 308.94115371 -25.29200368 0.0026432106351399476 17.007472063553333 18.111692633008957 17.371797084474565 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.585273326080684 3.0100300410412775 308.94115371 -25.29200368 0.0026432106351399476 17.007472063553333 18.111692633008957 17.371797084474565 1.0 False False 0.3 0.7 1.5 0.02 8 3 17.957303300034255 3.0100300410412775 2.585273326080684 0.7398955485343919 1.1642985717121568 0.47284825765682115 0.23280638960456557 False 0.017 Inputed -17.255338530074688 -16.755484849592552 """""" """""" """"""
-0.11240499599028161 0.28175000886975027 -23.609687851502997 16.891189665207012 5511.192367000682 200.06466261649786 27 21 21 74.97481480007991 141 True True 2019btp 265.85845166666 5.6386641388888 SNIa 0.042 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 265.85845166666 5.6386641388888 TNS 2019btp ZTF19aamrdmm 2019btp SNIa 0.042 0.10447683590561496 0.43001189053736866 0.17971912368459897 0.25895103372489103 0.43001189053736866 0.618983161869636 -9.319481873632204 -9.319481873632204 84.29429667371211 84.29429667371211 58561.503067099955 58558.48224540008 16.474938393480432 16.474938393480432 16.85975894858508 4.338688602157673 4.336660109109353 26.271734002747444 265.8647229191495 5.64244670472246 0.014333759363941101 15.209592102265358 16.34287348851204 15.66993985933304 0.99 """""" """""" """""" """""" 28 False True all False False 0 0.7426591509271159 7.051931047108444 265.8598964187215 5.637333722361405 0.08716339406556439 21.17605816212654 23.28531876399994 22.678273505392074 0.008333333333333333 False False 0.3 0.7 1.5 0.02 8 3 3.020821699872613 26.271734002747444 4.336660109109353 0.6729336291790009 6.058056970515735 -0.13206490496839152 -1.1898190892520386 False 0.042 Inputed -19.512039494563112 -19.896860049667758 """""" """""" """"""
-0.015252135339122876 0.19983359026051697 9.828367769989423 17.82037024338184 4498.153604364374 364.231458344805 272 26 26 74.9602894000709 78 True False 2018ave 305.50978583333 -18.38302127777 AGN 0.056 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 305.50978583333 -18.38302127777 TNS 2018ave ZTF19adkrhbf 2018ave AGN 0.056 0.19234005652870678 0.37337974452967515 0.23571836937892243 0.280333497772876 0.37337974452967515 0.47169601884130685 169.34194375483918 169.34194375483918 -94.38165435476826 -94.38165435476826 59776.35649310006 59722.4196295999 17.654325460468936 17.875064290345176 17.654325460468936 10.098021795090405 3.0447970300733154 0.1144208268498011 305.50977044 -18.38299305 0.0005927739631262918 14.99172012372017 15.943534780287742 15.37306012647152 0.21000000000000002 """""" """""" """""" """""" 0 False True all False False 0 3.0447970300733154 0.1144208268498011 305.50977044 -18.38299305 0.0005927739631262918 14.99172012372017 15.943534780287742 15.37306012647152 0.21000000000000002 False False 0.3 0.7 1.5 0.02 8 3 53.936863500159234 0.1144208268498011 3.0447970300733154 0.5704746538162215 0.03757913112751754 -1.931529510057434 -2.281265333997416 False 0.056 Inputed -19.349352104321667 -19.128613274445428 """""" """""" """"""
-0.21789982285900084 0.14340991839629413 -6.738656832366193 17.54062204011239 5829.919040062743 80.3524920166281 43 35 35 50.85620369995013 49 True False 2020var 331.0285416666666 -19.68578888888889 SNIa 0.0369 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 331.0285416666666 -19.68578888888889 TNS 2020var ZTF20achadaa 2020var SNIa 0.0369 -0.021911799605796034 0.843916889983916 0.155357530664741 0.35707397866320534 0.843916889983916 1.4619224375222117 12.120884269370011 12.120884269370011 38.73531943058012 38.73531943058012 59138.210486100055 59128.26351850014 16.914503610786547 16.914503610786547 16.992657301403394 6.054573321139613 4.1266011137556236 2.385667705347451 331.02892569 -19.68523354 0.0006298564000901674 14.166248437511921 15.26124431180954 14.589949027216434 0.96 """""" """""" """""" """""" 1 False True all False False 0 1.87752823029914 1.062810234473887 331.02885104 -19.68583692 0.001716618645899226 17.56341299137473 15.654679305493831 14.993801455259323 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.946967599913478 2.385667705347451 4.1266011137556236 0.6712952845931053 0.5781192898424468 -1.653259298977007 -2.40270827418696 False 0.0369 Inputed -19.09534622750325 -19.173499918120097 """""" """""" """"""
-0.0048552124366025694 0.27536836098338835 1.6955001137896204 17.0215625473301 4711.916775748843 245.44373440723433 203 94 94 74.959328699857 93 True False 2021ucg 341.9069791666667 39.88318888888889 SNII 0.01718 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 341.9069791666667 39.88318888888889 TNS 2021ucg ZTF21abouuat 2021ucg SNII 0.01718 0.15184425560554615 0.42068923142407755 0.2149243579289326 0.28070118569623403 0.42068923142407755 0.572527181195909 283.26290955143406 283.26290955143406 -208.30358085157707 -208.30358085157707 59438.34921299992 59422.402638900094 16.787465590732612 16.938295435798718 16.787465590732612 2.8519009103849413 4.978549764738849 6.220210500879299 341.90488739 39.8825494 0.0012996728045389094 14.297991283702851 14.774758646774291 14.424017607021332 1.0 """""" """""" """""" """""" 2 False True all False False 0 0.9971224670474461 2.96472585314989 341.90800035 39.88293558 0.0068290177904323235 19.61621051940918 14.89681070804596 19.82940927557945 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.946574099827558 6.220210500879299 4.978549764738849 0.35074103975295934 1.249402093946043 -2.163536789024427 -2.3634479837112803 False 0.01718 Inputed -17.62983477971256 -17.479004934646454 """""" """""" """"""
-0.16767277436955003 0.37501309375008707 -1.9183644285181922 18.964047744570177 5685.491183045519 218.79480335176095 38 18 18 29.916423600167036 63 True False 2020zwe 352.5688208333333 -12.667955555555555 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 352.5688208333333 -12.667955555555555 TNS 2020zwe ZTF20acpprmy 2020zwe SNIa 0.08 -0.08677316210416919 0.1681124222210144 -0.027634560606937697 0.03448641846951617 0.1681124222210144 0.3150081545853709 8.988590503333015 8.988590503333015 20.92783309683402 20.92783309683402 59169.26785880001 59164.2103587999 18.68423913116523 18.68423913116523 18.714799254022523 0.4073219442729694 2.159885442828962 17.25173541209159 352.57149723 -12.66393735 0.007992686407512273 15.599813209164143 16.820780315101146 15.937256890666486 0.95 """""" """""" """""" """""" 1 False True all False False 0 0.7 14.444853362514719 352.56497394 -12.6665368 0.973109547707468 24.17672561844587 26.038136426103115 22.066305277109144 0.4 False False 0.3 0.7 1.5 0.02 8 3 5.057500000111759 17.25173541209159 2.159885442828962 0.8835234244346601 7.987338156923598 -1.8634588160640853 -2.777542363356037 False 0.08 Inputed -19.075134768048855 -19.105694890906147 """""" """""" """"""
-0.07734816043193625 0.4481936508050301 -6.377068188248258 17.490137847904336 5268.890164167816 174.76304820027104 14 9 9 38.00199079979211 90 True True 2018jft 337.54974999999 38.816381 SNII 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 337.54974999999 38.816381 TNS 2018jft ZTF18acsvycn 2018jft SNII 0.05 0.051882536814424896 0.4163717238804594 0.1351046696741136 0.2234392268204104 0.4163717238804594 0.6326427737529556 3.9984841095720336 3.9984841095720336 34.00350669022008 34.00350669022008 58456.132928200066 58456.132928200066 17.360744463086856 17.599283559574427 17.360744463086856 0.5084893765018189 2.0682934283137673 3.238772498200728 337.5508690819995 38.81615941449045 0.0025336639934622207 17.293802266259192 17.58591955499649 17.502553150749208 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.0682934283137673 3.238772498200728 337.5508690819995 38.81615941449045 0.0025336639934622207 17.293802266259192 17.58591955499649 17.502553150749208 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 3.238772498200728 2.0682934283137673 0.08336640424728259 1.565915384086109 -0.013364004577937294 0.14180868766235122 False 0.05 Inputed -19.39379416808842 -19.15525507160085 """""" """""" """"""
-0.1322159491055114 0.4719113369589164 -3.376270401606576 17.49354995678328 4964.001226283577 146.5200627504488 40 19 19 22.98700230009854 35 True False 2020xne 57.90436666666666 -10.056225000000001 SNIa 0.033 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 57.90436666666666 -10.056225000000001 TNS 2020xne ZTF20acjetyf 2020xne SNIa 0.033 0.11862802830844998 0.5849352300035804 0.22339195348679652 0.33575533337092267 0.5849352300035804 0.8697440837451573 12.331187218026011 12.331187218026011 10.655815082072527 10.655815082072527 59152.39123839978 59142.363611099776 17.35658496853498 17.417364860385945 17.35658496853498 1.7793633225484544 2.06700504203336 0.8616643214763023 57.90452057 -10.05641027 0.000446545573907442 15.582818727493287 16.223660313630106 15.743288510465621 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.06700504203336 0.8616643214763023 57.90452057 -10.05641027 0.000446545573907442 15.582818727493287 16.223660313630106 15.743288510465621 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 10.027627300005406 0.8616643214763023 2.06700504203336 0.48037180316448413 0.41686609560887355 -1.1937045467558391 -1.6132964580693567 False 0.033 Inputed -18.4867838453785 -18.426003953527534 """""" """""" """"""
-0.11968750697517257 0.3308827866366848 -5.653865010065137 18.027170524213087 4970.165915036059 205.86068526136393 11 8 8 42.916122700087726 62 True True 2019wnq 14.662866666666664 -9.197177777777778 SNIa 0.0517 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 14.662866666666664 -9.197177777777778 TNS 2019wnq ZTF19acxzmck 2019wnq SNIa 0.0517 0.12334673440165034 0.4429217019216374 0.19739360848624443 0.2752415318043404 0.4429217019216374 0.6276111294410214 12.623480838032233 12.623480838032233 30.292641862055493 30.292641862055493 58829.206249999814 58820.16956020007 17.592180005454143 17.811170970746044 17.592180005454143 7.457302231609281 1.321579138138692 0.1862781837400507 14.6628267558912 -9.197211322637884 0.00017672310557292903 15.58943457194209 16.665368532140256 15.970560225933792 0.865 """""" """""" """""" """""" 0 False True all False False 0 1.321579138138692 0.1862781837400507 14.6628267558912 -9.197211322637884 0.00017672310557292903 15.58943457194209 16.665368532140256 15.970560225933792 0.865 False False 0.3 0.7 1.5 0.02 8 3 9.036689799744636 0.1862781837400507 1.321579138138692 0.6948083062064647 0.1409512138655611 -1.145802438605788 -1.6216197795203513 False 0.0517 Inputed -19.23582979078467 -19.01683882549277 """""" """""" """"""
-0.1347671866959416 0.3544268331028557 -8.193274537981123 19.16349054233175 5913.1769732922385 121.98794058108568 109 64 64 48.910428300034255 38 True True 2021rde 287.5996125 77.80709444444445 SNIa 0.111 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 287.5996125 77.80709444444445 TNS 2021rde ZTF21abhtlrj 2021rde SNIa 0.111 -0.06237514248695675 0.4421342971095612 0.04805938485005257 0.16851400125425897 0.4421342971095612 0.7642277678130185 12.464282773976544 12.464282773976544 36.44614552605771 36.44614552605771 59399.30787040014 59386.34694440011 18.68658491098823 18.68658491098823 18.919250831191658 0.47617378238651653 0.7959106010225002 0.037391704757284976 287.599661458092 77.80709346323624 0.01044286710102571 22.30499678600669 22.630672488312722 22.772620261564256 0.18 """""" """""" """""" """""" 0 False True all False False 0 0.7959106010225002 0.037391704757284976 287.599661458092 77.80709346323624 0.01044286710102571 22.30499678600669 22.630672488312722 22.772620261564256 0.18 False False 0.3 0.7 1.5 0.02 8 3 12.960926000028849 0.037391704757284976 0.7959106010225002 -0.14194777325153396 0.04697977977582927 3.944087577324492 3.8533694303725987 False 0.111 Inputed -19.595999565339635 -19.828665485543063 """""" """""" """"""
-0.16058616121560304 0.2032973772350768 -4.719674706859706 18.06849872507484 5758.714548894141 147.66132116077773 44 25 25 63.931585600133985 32 True True 2019wmj 32.19524166666666 12.336261111111112 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 32.19524166666666 12.336261111111112 TNS 2019wmj ZTF19acyfkbf 2019wmj SNIa 0.05 -0.0735752127159266 0.32693086578749586 0.016110369781713985 0.11251291608942182 0.32693086578749586 0.5727817688353269 13.137999605208906 13.137999605208906 50.79358599492508 50.79358599492508 58838.14295140002 58830.20571759995 17.499567846196065 17.499567846196065 17.590710360454334 1.9316947398280573 4.94336590184604 9.475687375940147 32.19266555771565 12.3354899422675 0.005694484971919489 15.839965979375839 16.67525624880791 16.16648777994156 0.99 """""" """""" """""" """""" 1 False True all False False 0 0.7 2.454968088179989 32.1958925392134 12.3365075631144 0.11919718519908795 24.07496491116524 22.397763017578125 24.479651182785034 0.425 False False 0.3 0.7 1.5 0.02 8 3 7.937233800068498 9.475687375940147 4.94336590184604 0.5087684688663501 1.916849281256232 -0.8243115973881565 -1.424222580512776 False 0.05 Inputed -19.16382827072094 -19.25497078497921 """""" """""" """"""
-0.1334265664583959 0.3055680536561883 -12.131903091109507 18.80962462809395 5303.88908444062 109.87961008036503 12 10 10 39.8528472003527 54 True True 2019bvo 210.01807999999 5.691768 SNIa 0.08099 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 210.01807999999 5.691768 TNS 2019bvo ZTF19aamoqxy 2019bvo SNIa 0.08099 0.15028862371791973 0.8162048432979851 0.2947666185111011 0.4532215195970366 0.8162048432979851 1.248492442249507 13.543384054075505 13.543384054075505 26.309463146277196 26.309463146277196 58560.29118059995 58543.50155089982 18.543955396681987 18.543955396681987 18.5837286882392 6.14047016066386 2.8872956525460367 4.389789136425313 210.01686004803548 5.691652858187325 0.0019532776807192898 16.101967099691034 16.889857628127338 16.397193346241714 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 1.1336113700636659 210.017778214689 5.69167324542611 0.011234303093624165 22.076824798817636 22.58989203596592 22.173807341125013 0.08333333333333333 False False 0.3 0.7 1.5 0.02 8 3 16.78962970012799 4.389789136425313 2.8872956525460367 0.4926642818856237 1.5203808908707939 -1.6540977685546494 -2.1865353419974873 False 0.08099 Inputed -19.23338183502367 -19.273155126580885 """""" """""" """"""
-0.00715668754750016 0.3037921248733017 -16.590861080090892 18.289944477304104 4036.880476392492 361.9480336072066 35 33 33 70.90000000037253 67 True False 2020xcu 129.08291666666665 -11.018930555555556 SNII 0.014 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 129.08291666666665 -11.018930555555556 TNS 2020xcu ZTF20ackhoov 2020xcu SNII 0.014 0.5019023836107266 0.7201377670563112 0.5542694802230059 0.6080766154171755 0.7201377670563112 0.8383482235844788 149.88442561153508 149.88442561153508 -78.98442561116255 -78.98442561116255 59139.497928199824 59139.497928199824 18.04672863287199 18.631357874978626 18.04672863287199 0.8813606610418385 4.79314869882672 4.053141009565454 129.08193921 -11.01834143 0.0013150002326883792 14.63049210087061 15.562229397892953 14.943228986501694 0.99 """""" """""" """""" """""" 1 False True all False False 0 1.2017683027260524 2.7250238958750974 129.08359553 -11.01928966 0.0034112536159880413 18.65627690913677 20.842101473116873 19.14350858681202 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 4.053141009565454 4.79314869882672 0.6190004113912586 0.8456113641034324 -3.0691284770856733 -3.1034996463702953 False 0.014 Inputed -15.924323746547001 -15.339694504440365 """""" """""" """"""
-0.1438722349034308 0.2637572788677419 -2.5862754748927643 19.05655804809347 5710.446408519612 69.29316466178801 198 91 91 36.993692100048065 66 True True 2020tub 16.6624625 43.27478611111111 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 16.6624625 43.27478611111111 TNS 2020tub ZTF20abzpxxu 2020tub SNIa 0.09 -0.05585614686068752 0.9650522048137979 0.1463121193581287 0.3812108665001013 0.9650522048137979 1.7332923637981956 14.743721168965166 14.743721168965166 22.2499709310829 22.2499709310829 59115.431064799894 59107.36432870012 18.65376998854749 18.65376998854749 18.677150051858828 0.7690722111697706 1.2034450182951917 0.704327757044302 16.66269088 43.27488921 0.0019911308589619647 18.922779005455972 19.283028728294372 19.166564013147354 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.2034450182951917 0.704327757044302 16.66269088 43.27488921 0.0019911308589619647 18.922779005455972 19.283028728294372 19.166564013147354 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.06673609977588 0.704327757044302 1.2034450182951917 0.11646471514701773 0.5852596058289871 0.6292587397468807 0.4894139612885269 False 0.09 Inputed -19.373234593320408 -19.396614656631744 """""" """""" """"""
-0.05680387096095491 0.351449702574708 -15.752058941976697 18.416067115133092 6201.504808447042 218.94834472623927 138 66 66 74.81739589991048 89 True False 2020oco 292.0406708333333 52.89398333333333 SNII 0.02652 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 292.0406708333333 52.89398333333333 TNS 2020oco ZTF20abjuxoy 2020oco SNII 0.02652 -0.11629784093004503 0.1320411108100359 -0.058705054467804274 0.0018105423514072072 0.1320411108100359 0.2752827072887172 23.616744612343652 23.616744612343652 51.20065128756683 51.20065128756683 59056.40984949982 59035.449803200085 17.896831832365596 17.896831832365596 18.1615438449248 1.7317970794817026 4.736036731427555 3.4427480819004033 292.04158035 52.89476658 0.0005950323710797178 13.671129200315475 16.741640503692626 18.052036800193786 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 3.3950592797678456 292.0407984 52.89492326 0.0786938354768465 22.81 23.64 20.420116445207597 1.0 False False 0.3 0.7 1.5 0.02 8 3 20.96004629973322 3.4427480819004033 4.736036731427555 -1.3103962965011604 0.7269259672449112 -1.15519132867297 -0.10950704473101425 False 0.02652 Inputed -17.203634770215892 -17.468346782775097 """""" """""" """"""
-0.05443932322478602 0.3571547903814922 -18.10760415911431 18.967916222729066 5499.912604510506 223.7815933558744 42 21 21 46.924050900153816 27 True False 2021bmv 66.66111666666666 -11.896027777777777 SNIIn 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 66.66111666666666 -11.896027777777777 TNS 2021bmv ZTF21aaffxdt 2021bmv SNIIn 0.09 0.05402078864556259 0.331668846590393 0.11868682873023317 0.18644443597788296 0.331668846590393 0.49060070944610246 34.72511176690092 34.72511176690092 12.198939133252892 12.198939133252892 59265.133483800106 59231.21331019979 18.73575319513664 18.736121007988945 18.73575319513664 0.44301396447841945 1.133079192422308 0.770415514585367 66.66127635 -11.89588155 0.003525259743180409 19.79835645290613 20.166247620010378 20.042590386080743 0.96 """""" """""" """""" """""" 0 False True all False False 0 1.133079192422308 0.770415514585367 66.66127635 -11.89588155 0.003525259743180409 19.79835645290613 20.166247620010378 20.042590386080743 0.96 False False 0.3 0.7 1.5 0.02 8 3 33.92017360031605 0.770415514585367 1.133079192422308 0.12365723392963446 0.6799308642658638 1.4301266120214322 1.3068371909441048 False 0.09 Inputed -19.314631450042597 -19.31426363719029 """""" """""" """"""
-0.16691735301439353 0.4408086585551338 -4.397099214772146 18.456918193138556 3806.3490670189904 172.56733912694764 43 24 24 20.08208330022171 44 True False 2020ttf 279.0506875 77.14993333333334 SNIa 0.038 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 279.0506875 77.14993333333334 TNS 2020ttf ZTF20acbakkg 2020ttf SNIa 0.038 0.5751613457027354 1.079635187570247 0.6909276415051018 0.8133818494949452 1.079635187570247 1.3766726975458354 9.546253719983243 9.546253719983243 10.535829580238468 10.535829580238468 59120.19747690018 59111.161608799826 18.125762549737182 18.759139271957697 18.125762549737182 0.5620188745868853 0.8846816947838556 2.0181931599519123 279.05266883 77.14958677 0.00031990333667952786 16.336694976854325 17.392192636442186 16.677822519254683 0.72 """""" """""" """""" """""" 0 False True all False False 0 0.8846816947838556 2.0181931599519123 279.05266883 77.14958677 0.00031990333667952786 16.336694976854325 17.392192636442186 16.677822519254683 0.72 False False 0.3 0.7 1.5 0.02 8 3 9.03586810035631 2.0181931599519123 0.8846816947838556 0.714370117187503 2.28126474397664 -1.3669466355155109 -1.4479400304824992 False 0.038 Inputed -18.026608101156413 -17.393231378935898 """""" """""" """"""
-0.09416633252919962 0.3663255486331627 -24.81755932781023 17.529255350994454 6032.047638016906 184.02754002084816 63 25 25 53.90981479967013 67 True True 2019wbe 52.333687499999996 37.8414 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 52.333687499999996 37.8414 TNS 2019wbe ZTF19acxhkvc 2019wbe SNIa 0.06 0.0008243474920917038 0.3320091508059022 0.07672064732096118 0.15708847719485775 0.3320091508059022 0.5272064981692886 -6.266782294162992 -6.266782294162992 60.176597093833124 60.176597093833124 58828.11003470002 58820.223715300206 17.097639005772628 17.097639005772628 17.545233389792394 1.4912619410350532 1.684828947787464 2.0745929236234164 52.3343554297162 37.84163209459355 0.0009277875175913719 16.716602524824143 17.479790902080538 16.93584212120056 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.684828947787464 2.0745929236234164 52.3343554297162 37.84163209459355 0.0009277875175913719 16.716602524824143 17.479790902080538 16.93584212120056 0.99 False False 0.3 0.7 1.5 0.02 8 3 7.8863193998113275 2.0745929236234164 1.684828947787464 0.5439487808799761 1.2313374163874586 0.38215189630791 -0.6093912685918319 False 0.06 Inputed -19.610267591405407 -20.057861975425173 """""" """""" """"""
-0.11850803601417795 0.5112935480286842 -4.76858658932684 18.649095836557812 4918.769542995412 224.54916841515052 45 28 28 22.02652780013159 37 True True 2020qkw 240.0076458333333 37.82481666666667 SNIa 0.075 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 240.0076458333333 37.82481666666667 TNS 2020qkw ZTF20abnrdse 2020qkw SNIa 0.075 0.12955244560426138 0.4213067885444701 0.19758696175898294 0.2688164053010169 0.4213067885444701 0.5879598170715497 16.959454609193394 16.959454609193394 5.067073190938196 5.067073190938196 59068.24047450023 59052.172905100044 18.43782208409164 18.59365880251789 18.43782208409164 0.4107346544375153 0.49350390451150716 1.9691658592090775 240.0073967805485 37.824306276661204 0.0013703960467675858 18.772184352420272 19.83038756489396 19.114873481417895 0.5 """""" """""" """""" """""" 0 False True all False False 0 0.49350390451150716 1.9691658592090775 240.0073967805485 37.824306276661204 0.0013703960467675858 18.772184352420272 19.83038756489396 19.114873481417895 0.5 False False 0.3 0.7 1.5 0.02 8 3 16.067569400183856 1.9691658592090775 0.49350390451150716 0.7155140834760658 3.990172805538891 1.236728762376071 0.677051397326256 False 0.075 Inputed -19.209579339261825 -19.053742620835575 """""" """""" """"""
-0.12161976600873281 0.287278915541113 -6.5877182365510425 19.1432891088594 5676.601687836318 203.17350440386576 39 25 25 40.00773139996454 37 True False 2020cvt 115.17192916666666 72.97559444444444 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 115.17192916666666 72.97559444444444 TNS 2020cvt ZTF20aannodx 2020cvt SNIa 0.09 -0.05450156318499566 0.22955063646703877 0.011066522481769425 0.08017208693755151 0.22955063646703877 0.3947887881700538 11.778550826096966 11.778550826096966 28.229180573867573 28.229180573867573 58906.266342599876 58898.15582180023 18.70425543296785 18.70425543296785 18.754218084253896 0.276114068233745 1.0513279785110579 1.0937081535427446 115.17288779 72.97571075 0.011506993693843004 21.38642478839159 22.89568503844738 21.848891638493537 0.5625 """""" """""" """""" """""" 0 False True all False False 0 1.0513279785110579 1.0937081535427446 115.17288779 72.97571075 0.011506993693843004 21.38642478839159 22.89568503844738 21.848891638493537 0.5625 False False 0.3 0.7 1.5 0.02 8 3 8.110520799644291 1.0937081535427446 1.0513279785110579 1.0467933999538417 1.0403110883548516 4.191429605479527 3.094673554239641 False 0.09 Inputed -19.29616656092534 -19.346129212211384 """""" """""" """"""
-0.08623361224681425 0.273217018385951 -0.6392959352076033 18.489245803233132 5845.279358185315 243.39901807146347 42 13 13 9.015266200061888 41 True True 2020ocx 186.88099999999997 64.78873888888889 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 186.88099999999997 64.78873888888889 TNS 2020ocx ZTF20abjrror 2020ocx SNIa 0.09 -0.12872272863684486 0.09003726005042623 -0.07761663610210334 -0.02417311333655192 0.09003726005042623 0.21454668933145626 23.422178195210407 23.422178195210407 -14.406911995148521 -14.406911995148521 59045.24135420006 59036.226087999996 18.34399106060789 18.34399106060789 18.47936418183044 0.4973888725015588 1.0667663192524854 1.4209594914646348 186.88136923278898 64.78837686643465 0.00035745808068710083 16.60377352808058 17.761996322416067 16.99353810177624 0.6500000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.0667663192524854 1.4209594914646348 186.88136923278898 64.78837686643465 0.00035745808068710083 16.60377352808058 17.761996322416067 16.99353810177624 0.6500000000000001 False False 0.3 0.7 1.5 0.02 8 3 9.015266200061888 1.4209594914646348 1.0667663192524854 0.7684582206398254 1.332025079738497 -0.581994738191824 -1.4858260800541991 False 0.09 Inputed -19.571020463348795 -19.706393584571344 """""" """""" """"""
-0.12387456022211471 0.29098522832542567 -10.961797600596228 17.68481787216153 6033.655758804582 162.1474555040689 54 41 41 74.89782409975305 35 True False 2021ble 174.76495833333334 -9.410319444444445 SNIa 0.045 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 174.76495833333334 -9.410319444444445 TNS 2021ble ZTF21aahdpvi 2021ble SNIa 0.045 -0.0875295950429198 0.2683168335641284 -0.0070852122287412556 0.0788556466086554 0.2683168335641284 0.48314704251102114 7.024056147385231 7.024056147385231 67.87376795236781 67.87376795236781 59258.37650460005 59250.3562384001 17.087915886534653 17.087915886534653 17.307729866477757 5.053092218920287 4.349207463807252 8.22958082678512 174.76627599 -9.40843903 0.005972287503407725 16.2560802390337 16.8114541382432 16.52207959603071 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.349207463807252 8.22958082678512 174.76627599 -9.40843903 0.005972287503407725 16.2560802390337 16.8114541382432 16.52207959603071 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.020266199950129 8.22958082678512 4.349207463807252 0.2893745422124887 1.8922024059024836 -0.2764617482914531 -0.7856502704470465 False 0.045 Inputed -19.215445573270145 -19.43525955321325 """""" """""" """"""
-0.14621037303614456 0.3402151516997881 -4.368167421571689 18.86879310208669 5392.867608951027 166.6524532551984 37 15 15 23.068113499786705 76 True False 2020anp 10.61179583333333 44.348936111111115 SNIa 0.085 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 10.61179583333333 44.348936111111115 TNS 2020anp ZTF20aagzzbi 2020anp SNIa 0.085 0.005394659092686993 0.3768407559336211 0.08975826932064024 0.1796126687373487 0.3768407559336211 0.5992970790056873 12.030946784307098 12.030946784307098 11.037166715479607 11.037166715479607 58880.11606479995 58871.09109950019 18.527391054171726 18.527391054171726 18.536373910589134 0.6153737002895547 1.0782909707470416 2.387296719691713 10.61131108 44.34837079 0.010249124553903366 20.428969684815407 20.594712415313722 20.65479677915573 0.89 """""" """""" """""" """""" 0 False True all False False 0 1.0782909707470416 2.387296719691713 10.61131108 44.34837079 0.010249124553903366 20.428969684815407 20.594712415313722 20.65479677915573 0.89 False False 0.3 0.7 1.5 0.02 8 3 9.02496529975906 2.387296719691713 1.0782909707470416 -0.06008436384200877 2.2139633776565804 2.067321361141996 2.118422868566597 False 0.085 Inputed -19.38756370537381 -19.39654656179122 """""" """""" """"""
-0.20570095674308866 0.4104618728016274 -2.1799636804628424 17.84780776202866 6830.6422358541795 188.5166779218693 21 6 6 10.019432799890637 43 True True 2021wvd 227.6456791666666 13.458452777777778 SNII 0.045 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 227.6456791666666 13.458452777777778 TNS 2021wvd ZTF21abuykso 2021wvd SNII 0.045 -0.29342675595083634 -0.04635835254899945 -0.23704904438439556 -0.17718501458706015 -0.04635835254899945 0.10036224192299414 6.136153980951965 6.136153980951965 3.883278818938672 3.883278818938672 59454.17131939996 59450.18416670011 17.3895737246572 17.3895737246572 17.677475188031913 1.7454452603883033 5.0318904225495835 5.099111275168411 227.646878071477 13.45764858417885 0.0014143659053585944 14.514201687515975 15.376124542469977 14.828494172978402 0.9949999999999999 """""" """""" """""" """""" 2 False True all False False 0 0.7 1.8694078190701655 227.646212438421 13.4584267565878 0.02478122804374483 22.443546776993276 21.922276607613565 22.209703419539927 0.10000000000000002 False False 0.3 0.7 1.5 0.02 8 3 3.9871526998467743 5.099111275168411 5.0318904225495835 0.547630369491575 1.0133589659102251 -2.013449182187223 -2.8489810150535106 False 0.045 Inputed -18.84570025171599 -19.133601715090702 """""" """""" """"""
-0.03615845065003412 0.33955229351467564 -19.504315139688103 19.3349688434106 5416.56951160618 289.6333271243666 74 35 35 72.97444440005347 37 True True 2020zzb 2.53771 9.493234 SLSN-I 0.1659 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 2.53771 9.493234 TNS 2020zzb ZTF20acjaayt 2020zzb SLSN-I 0.1659 0.05641778890452187 0.266754813383244 0.10620220302866912 0.1578201519345086 0.266754813383244 0.38363055549966774 54.37901534821145 54.37901534821145 18.595429051842018 18.595429051842018 59175.244409699924 59131.23313659988 18.276617346072968 18.276617346072968 19.004790346631847 0.9008327420101682 0.8632531243446263 0.5550081387281338 2.537565621086755 9.493293074782809 0.00670166501025804 21.3762930149889 21.8483627176857 21.405157564249038 0.39444444444444443 """""" """""" """""" """""" 0 False True all False False 0 0.8632531243446263 0.5550081387281338 2.537565621086755 9.493293074782809 0.00670166501025804 21.3762930149889 21.8483627176857 21.405157564249038 0.39444444444444443 False False 0.3 0.7 1.5 0.02 8 3 44.01127310004085 0.5550081387281338 0.8632531243446263 0.44320515343666145 0.6429263017721376 3.5717453716127316 2.400367217617191 False 0.1659 Inputed -20.40550667109303 -21.133679671651908 """""" """""" """"""
-0.026097723234163005 0.11949180926765415 -7.456866542232721 17.89725764856591 5184.0870134673005 107.15517937858652 49 28 28 48.002245400100946 36 True True 2020abbo 357.7752083333333 6.942480555555556 SNII 0.017 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 357.7752083333333 6.942480555555556 TNS 2020abbo ZTF20acuaqlf 2020abbo SNII 0.017 0.12332351495792082 0.7973164968775919 0.268935944308879 0.4290701712921603 0.7973164968775919 1.2379376697976419 89.98285332331875 89.98285332331875 -41.9806079232178 -41.9806079232178 59197.141724499874 59181.10785879986 17.67177213597462 17.67177213597462 17.752685928575193 2.3237969937392045 3.077680032544785 1.6889312963450753 357.775571673326 6.9427805761756805 0.0013450987706729034 15.947257776012421 16.24047478583336 16.032162856926917 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.077680032544785 1.6889312963450753 357.775571673326 6.9427805761756805 0.0013450987706729034 15.947257776012421 16.24047478583336 16.032162856926917 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 16.03386570001021 1.6889312963450753 3.077680032544785 0.20831192890644346 0.5487676686613129 -1.4312973501412607 -1.7205230716482767 False 0.017 Inputed -16.641643296369494 -16.722557088970067 """""" """""" """"""
-0.16999539817321604 0.25390103657270785 -8.406893082807624 18.242563329357846 6041.270064777838 212.30607189955282 47 28 28 57.8522453000769 72 True False 2020zyy 94.16354166666666 -21.4998 SNIa 0.059 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 94.16354166666666 -21.4998 TNS 2020zyy ZTF20acqfssi 2020zyy SNIa 0.059 -0.12385792710126964 0.13136431192882725 -0.06481565347383267 -0.0026765030551310076 0.13136431192882725 0.2792385153057424 14.681929199173329 14.681929199173329 43.17031610090358 43.17031610090358 59180.46528939996 59165.440277799964 17.641538578789426 17.641538578789426 17.852459173500993 0.7265735529737669 1.1311056604954979 0.9778812758835188 94.16382513 -21.49986501 0.012680639433327978 21.41219679181576 22.48438067059517 21.41965442137718 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.1311056604954979 0.9778812758835188 94.16382513 -21.49986501 0.012680639433327978 21.41219679181576 22.48438067059517 21.41965442137718 0.975 False False 0.3 0.7 1.5 0.02 8 3 15.025011599995196 0.9778812758835188 1.1311056604954979 1.064726249217987 0.8645357458958726 4.842842091805743 3.567195247876189 False 0.059 Inputed -19.26604567161207 -19.476966266323636 """""" """""" """"""
-0.20886402801614679 0.1676405587373204 -9.263874755362966 18.180120949490956 4129.763178043248 144.21357250018661 70 56 56 66.70962960040197 38 True True 2019pgo 358.25021 25.121239694444 SNIc-BL 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 358.25021 25.121239694444 TNS 2019pgo ZTF19abupned 2019pgo SNIc-BL 0.05 0.49378963145017707 1.086388109143094 0.627388290529197 0.7703297995571816 1.086388109143094 1.4466414578187958 15.033709348616357 15.033709348616357 51.67592025178561 51.67592025178561 58740.148263900075 58724.4013772998 17.64817898806916 17.846965030595317 17.64817898806916 4.939126182602155 1.8329050139313994 3.380948486274735 358.251231089748 25.1214049102117 0.003974010413506979 18.024288588478566 18.45416912346363 18.246068539123534 0.9899999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 0.27753503050517075 358.250133166675 25.1212729201089 0.013409125946260203 22.923975376348494 23.376710458078385 23.358686554999352 0.2 False False 0.3 0.7 1.5 0.02 8 3 15.746886600274593 3.380948486274735 1.8329050139313994 0.20810058434009449 1.8445846678235311 0.6072040928683116 0.5978895510543758 False 0.05 Inputed -19.106359643106117 -18.90757360057996 """""" """""" """"""
-0.13936370348539337 0.24272874037499942 -8.5001953214217 18.657059362068555 5838.755090467379 69.03975643824205 71 42 42 48.89837969979271 62 True True 2021cs 204.0048208333333 22.646530555555554 SNIa 0.065883 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 204.0048208333333 22.646530555555554 TNS 2021cs ZTF21aaaoviv 2021cs SNIa 0.065883 0.02940290791589817 1.1221346481438133 0.2463982731743748 0.49802741437061115 1.1221346481438133 1.9421608037884823 15.619478722899256 15.619478722899256 33.27890097689345 33.27890097689345 59231.44590280019 59217.4853356001 18.22757090066025 18.22757090066025 18.272678251073092 1.3165304931643809 2.1878404482375116 4.230427148386785 204.00607195359999 22.64674890183445 0.001179927758621413 15.8999522046268 16.752019123004676 16.254376021605133 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.1878404482375116 4.230427148386785 204.00607195359999 22.64674890183445 0.001179927758621413 15.8999522046268 16.752019123004676 16.254376021605133 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.960567200090736 4.230427148386785 2.1878404482375116 0.49764310139954304 1.9336086193098532 -1.4755517776555749 -2.0183022294679596 False 0.065883 Inputed -19.088849225714622 -19.133956576127463 """""" """""" """"""
-0.23607897793301447 0.12464662804282894 -9.876778475037934 17.241814762498677 5555.406753056388 69.55240450922692 18 16 16 50.89446760015562 62 True False 2019byw 256.28579416666 7.9905695 SNIa 0.03034 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 256.28579416666 7.9905695 TNS 2019byw ZTF19aamkywr 2019byw SNIa 0.03034 0.12814309584125638 1.285744695605871 0.35922491031024606 0.6262475955508364 1.285744695605871 2.148657988600526 9.89973166011314 9.89973166011314 40.99473594004248 40.99473594004248 58568.43810189981 58557.48182869982 16.68924047392709 16.68924047392709 16.90583797453526 6.810282073348151 4.6896587047579805 3.125075885696322 256.28596183 7.98971745 0.0009861471746958062 14.386889782118796 18.133866756534577 14.502729857754707 0.9875 """""" """""" """""" """""" 1 False True all False False 0 2.7066625439954235 1.3221449187304173 256.28614852 7.99067786 0.0013332953414659787 16.293042560338975 14.873580150985719 15.853066438412668 0.525 False False 0.3 0.7 1.5 0.02 8 3 10.956273199990392 3.125075885696322 4.6896587047579805 3.63113689877987 0.6663759736984096 1.4446262826074872 -2.403108116780553 False 0.03034 Inputed -18.753613918790684 -18.970211419398854 """""" """""" """"""
-0.18516811675313627 0.21619566660015313 -6.639900437248317 17.00872716505893 5606.954861050687 115.5138027516381 21 16 16 58.9161110999994 58 True False 2019bzl 189.29761249999 -17.75789808333 SNIa 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 189.29761249999 -17.75789808333 TNS 2019bzl ZTF19aamqlyl 2019bzl SNIa 0.03 -0.00499287577594032 0.5576517857743042 0.11746199571375016 0.2515147814122827 0.5576517857743042 0.9205241476041337 11.6076438741467 11.6076438741467 47.308467225852695 47.308467225852695 58568.311400500126 58558.33510420006 16.545933521458657 16.959925360886153 16.545933521458657 7.766735726974992 1.0681395107238296 4.65921196945609 189.29846587 -17.75890532 0.004953965910269198 18.242783403611185 18.75852877972126 18.411477723038196 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.0681395107238296 4.65921196945609 189.29846587 -17.75890532 0.004953965910269198 18.242783403611185 18.75852877972126 18.411477723038196 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.976296300068498 4.65921196945609 1.0681395107238296 0.347051056683064 4.3619882259563205 1.798603418835107 1.8655442015795387 False 0.03 Inputed -19.08886393216667 -18.674872092739175 """""" """""" """"""
-0.0025491341038679006 0.4035125255190661 -10.758484736882014 19.217422769013726 5578.7892202154235 163.87153699160612 138 82 82 74.89089120039716 73 True True 2021kfo 243.7533791666666 6.221991666666667 SNII 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 243.7533791666666 6.221991666666667 TNS 2021kfo ZTF21aaweqit 2021kfo SNII 0.06 0.012968710798475058 0.3937106549679896 0.09931617829273875 0.19137120457903478 0.3937106549679896 0.6223365866152619 352.2202923803768 352.2202923803768 -277.32940117997964 -277.32940117997964 59328.355752300005 59321.3989467998 18.942354503367724 18.942354503367724 19.01573400267578 0.7636629153894819 1.6231161372571135 2.048629935111661 243.7529168980625 6.222327302901275 0.0034251332128493184 18.51713514782906 18.995067825086117 18.651092243804932 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.6231161372571135 2.048629935111661 243.7529168980625 6.222327302901275 0.0034251332128493184 18.51713514782906 18.995067825086117 18.651092243804932 1.0 False False 0.3 0.7 1.5 0.02 8 3 6.956805500201881 2.048629935111661 1.6231161372571135 0.3439755812811853 1.2621585652975016 0.05271332171839305 -0.3646417588708495 False 0.06 Inputed -18.13976697852202 -18.213146477830076 """""" """""" """"""
-0.14462524755477446 0.2612130279663528 -6.129258741097001 18.199459794354443 4165.134966596806 176.72226950201707 17 10 10 47.93395829992369 43 True False 2019uym 147.3211708333333 -4.110016666666667 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 147.3211708333333 -4.110016666666667 TNS 2019uym ZTF19actfpmy 2019uym SNIa 0.05 0.42421169207230136 0.8785492223529303 0.5285537111641325 0.6388741873155617 0.8785492223529303 1.1455951242458724 11.198776624514615 11.198776624514615 36.73518167540907 36.73518167540907 58812.54848380014 58804.502499999944 17.812267217376704 18.11452903953112 17.812267217376704 2.7496764500889483 5.9266871137736405 6.968081746312944 147.31923574 -4.11016197 0.008818650234894698 16.4070059071064 17.28667074890137 16.733958134150505 1.0 """""" """""" """""" """""" 0 False True all False False 0 5.9266871137736405 6.968081746312944 147.31923574 -4.11016197 0.008818650234894698 16.4070059071064 17.28667074890137 16.733958134150505 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.045983800198883 6.968081746312944 5.9266871137736405 0.5527126147508632 1.1757127738562574 -0.8278582906297522 -1.0783090832261983 False 0.05 Inputed -18.942271413798572 -18.640009591644155 """""" """""" """"""
-0.14128449250928674 0.22003878798662413 -19.45538339166194 17.228154878965057 4789.804583778835 164.57833354119927 28 19 19 74.76370370015502 71 True True 2019akg 161.26554958333 0.1045460833333 SNIa 0.039 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 161.26554958333 0.1045460833333 TNS 2019akg ZTF19aaknacv 2019akg SNIa 0.039 0.32622785780790053 0.7918937125326337 0.4323884681610437 0.5451700589728645 0.7918937125326337 1.0691965773469718 6.08671008643873 6.08671008643873 68.67699361371629 68.67699361371629 58538.247511600144 58523.42104170006 16.987414171607917 17.136441968679588 16.987414171607917 5.648719119468375 4.368462509185674 10.274441995325294 161.2683899008415 0.10482537878904499 0.0011761773203993187 13.801454911881684 14.80452406708002 14.105782623302936 0.99 """""" """""" """""" """""" 4 False True all False False 0 0.7 3.1327418898696933 161.26631079641 0.104967764737214 0.19469438204071665 24.26720612488985 22.093586866259574 24.67594121553421 0.0 False False 0.3 0.7 1.5 0.02 8 3 14.826469900086522 10.274441995325294 4.368462509185674 0.6987414437770845 2.3519583775117607 -2.3319179015995672 -2.8816315483049806 False 0.039 Inputed -19.22188831446003 -19.07286051738836 """""" """""" """"""
-0.22485196729071594 0.3174765375213609 -3.3800933113448446 18.78644215832179 3394.3992684118657 144.12776349345393 40 18 18 22.828541699796915 68 True False 2018ldz 41.731340833333 39.600967583333 SNIa 0.031182 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 41.731340833333 39.600967583333 TNS 2018ldz ZTF18adathpb 2018ldz SNIa 0.031182 0.8060468692808769 1.4935037967619422 0.9614029905135411 1.1273481447550395 1.4935037967619422 1.9099109168094444 7.55483705295349 7.55483705295349 15.273704646843425 15.273704646843425 58486.138159700204 58480.30592590012 18.478254908097433 19.261011219532794 18.478254908097433 1.7243907902178952 7.248371079571237 14.589047393171327 41.72639011 39.60233594 0.0024453085017466236 13.65487531580925 15.632307087898255 14.076763780260086 1.0 """""" """""" """""" """""" 3 False True all False False 0 3.3917105917359276 4.685870697625034 41.7324235 39.59996841 0.004904680611866996 16.978565042471885 18.388804853057863 18.203520832061766 0.57 False False 0.3 0.7 1.5 0.02 8 3 5.832233800087124 14.589047393171327 7.248371079571237 1.5555433076381693 2.012734617614847 -3.6287041316345388 -4.401491127837348 False 0.031182 Inputed -17.241091055350264 -16.458334743914904 """""" """""" """"""
-0.20807022611823675 0.16205229563083018 -10.244644100938535 17.07041028430531 5134.2354921890355 142.19597933058978 56 31 31 73.80306710023433 54 True True 2019due 240.40663874999 16.435935277777 SNIa 0.04346 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 240.40663874999 16.435935277777 TNS 2019due ZTF19aarlefl 2019due SNIa 0.04346 0.1414489203039686 0.6314939751419963 0.2512353111143497 0.3691983436868398 0.6314939751419963 0.9323285113905087 14.341858358054253 14.341858358054253 59.46120874218008 59.46120874218008 58608.29428240005 58592.45403939998 16.51424492041062 16.51424492041062 16.628542880801874 12.75206456264224 4.926780556472529 20.08709272734352 240.40357179275952 16.4311939507597 0.004072842657384501 14.105716270710229 15.162560410578251 14.461270889207125 0.985 """""" """""" """""" """""" 12 False True all False False 0 0.7 5.270421589176371 240.407278481581 16.437264496866 0.12321385365744808 22.391446827406885 24.10096179658413 23.6426092275095 0.5 False False 0.3 0.7 1.5 0.02 8 3 15.840243000071496 20.08709272734352 4.926780556472529 0.7012895213711268 4.077123488066506 -1.351684509832367 -2.167271991594749 False 0.04346 Inputed -19.818218800709953 -19.93251676110121 """""" """""" """"""
-0.09060658158561875 0.11095272845598769 -13.455775733748627 17.474894108462635 4629.515257135075 216.1604098689051 99 51 51 71.90487270010635 43 True True 2021cgu 165.76545833333333 5.098169444444444 SNII 0.026 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 165.76545833333333 5.098169444444444 TNS 2021cgu ZTF21aaipypa 2021cgu SNII 0.026 0.2894844034835238 0.6263640322856929 0.36797001666904805 0.45018723885501544 0.6263640322856929 0.8191722305872631 27.794461685996442 27.794461685996442 44.110411014109914 44.110411014109914 59270.33728010021 59253.35295139998 16.95715296866545 17.116534299234154 16.95715296866545 8.712488428401194 5.954450121063861 10.390269516954662 165.768251933414 5.097402968726845 0.004838129205278041 15.247736221415996 15.662982040991784 15.48184216582775 1.0 """""" """""" """""" """""" 5 False True all False False 0 0.7 0.5185187623187626 165.7655633511265 5.098070430039645 0.005703845036900024 21.675472360508444 21.67721269850254 19.952500169053078 0.27 False False 0.3 0.7 1.5 0.02 8 3 16.984328700229526 10.390269516954662 5.954450121063861 0.18113987516403363 1.7449586957155112 -1.4535522582423699 -1.4753108028377007 False 0.026 Inputed -18.364742457541883 -18.20536112697318 """""" """""" """"""
-0.09691208891216413 0.5778703652411108 -4.585229040979311 16.907701241242762 5765.9309143051305 107.22861053750167 43 34 34 58.77101849997416 52 True True 2018kag 133.95198125 3.6415296944444 SNIIn 0.02736 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 133.95198125 3.6415296944444 TNS 2018kag ZTF18acwzyor 2018kag SNIIn 0.02736 -0.0613267168885514 0.5272442296791233 0.06518861430376433 0.20479536489692762 0.5272442296791233 0.9147402591891733 14.103103711256765 14.103103711256765 44.6679147887174 44.6679147887174 58480.48405090021 58467.45451389998 16.76661243696342 16.76661243696342 16.853886007927358 1.751323501871724 6.4022863597866975 6.261647998212923 133.95366630446898 3.64108542978764 0.006340956497456585 15.876562211902142 16.362297947959902 15.95011884427905 0.945 """""" """""" """""" """""" 2 False True all False False 0 0.7 1.7915938065676977 133.951639386468 3.64116738085709 0.0258447153182777 22.570153215768336 22.16199664185047 22.29257679325342 0.3333333333333333 False False 0.3 0.7 1.5 0.02 8 3 13.02953700022772 6.261647998212923 6.4022863597866975 0.4121791036808524 0.9780331035398329 -0.40431448900351796 -0.9037671636483076 False 0.02736 Inputed -18.579460782903944 -18.66673435386788 """""" """""" """"""
-0.32993728294697855 0.1802789024478939 -9.174024661785044 16.774718149304057 4572.75112702181 160.50015701846027 31 19 19 50.038414400070906 86 True True 2019fma 154.84687499999 44.40855 SNIa 0.023436 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 154.84687499999 44.40855 TNS 2019fma ZTF19aavhvkd 2019fma SNIa 0.023436 0.3015382839983687 0.7736668249791911 0.4088871676446786 0.5231276817507222 0.7736668249791911 1.0561429841384715 8.066117790519906 8.066117790519906 41.972296609551 41.972296609551 58634.20855320012 58622.161064799875 16.62279080817849 16.62279080817849 16.84989404167518 6.4197950439763085 5.942979120635983 32.85315668210647 154.8584358830655 44.40466792401055 0.005178788294214143 13.24957406022191 14.469406890500188 13.64728531139314 0.8699999999999999 """""" """""" """""" """""" 33 False True all False False 0 0.7 4.746104902266862 154.84520792 44.40798449 0.12640202238164788 22.68314661013186 22.10028838650584 23.892538338851928 0.65 False False 0.3 0.7 1.5 0.02 8 3 12.047488400246948 32.85315668210647 5.942979120635983 0.8221215791070478 5.528061939176175 -2.153383917678301 -3.2026087302820407 False 0.023436 Inputed -18.24515469445761 -18.472257927954303 """""" """""" """"""
-0.0028306998609936036 0.9106783945072366 -5.990590323472477 16.99966047729074 5551.5253227040075 119.51186388767684 118 36 36 74.83369210036471 42 True True 2020aasd 140.81257499999998 33.56691666666667 SNII 0.025 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 140.81257499999998 33.56691666666667 TNS 2020aasd ZTF20actawpa 2020aasd SNII 0.025 -0.0015050827892828522 0.5403969342222794 0.11699297173312928 0.2463230868172097 0.5403969342222794 0.887095527088217 33.08627093008769 33.08627093008769 41.74742117027702 41.74742117027702 59181.54103010008 59175.51799769979 16.7644389241257 16.7644389241257 16.9010808430203 20.4332531094591 1.2861799078969016 0.582974227338285 140.81244948665852 33.567040303774846 0.002263348005352328 18.958811061248184 19.32954637544632 19.11858117782712 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.2861799078969016 0.582974227338285 140.81244948665852 33.567040303774846 0.002263348005352328 18.958811061248184 19.32954637544632 19.11858117782712 0.975 False False 0.3 0.7 1.5 0.02 8 3 6.023032400291413 0.582974227338285 1.2861799078969016 0.21096519761919907 0.4532602505753148 2.565107451320621 2.2175003348068216 False 0.025 Inputed -18.33510392788744 -18.471745846782042 """""" """""" """"""
-0.06510801327393337 0.291691869580174 -12.131281211213786 19.728187496763105 5090.095502965087 184.2603690582912 29 10 10 24.037175999954343 63 True True 2020acjd 160.17323333333331 27.318805555555556 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 160.17323333333331 27.318805555555556 TNS 2020acjd ZTF20acwogqz 2020acjd SNIa 0.09 0.14510494568739674 0.5117623252162318 0.22933477778035538 0.31838316031214475 0.5117623252162318 0.726998609836162 15.819199572071625 15.819199572071625 8.217976427882718 8.217976427882718 59203.47289349977 59194.4456944 19.39568364714606 19.62829196707724 19.39568364714606 3.108071490463715 1.9323496581415387 1.2335586649738202 160.1734277191315 27.3191015040901 0.001655718088844793 17.413819029569623 18.077755789921284 17.652805504726174 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.9323496581415387 1.2335586649738202 160.1734277191315 27.3191015040901 0.001655718088844793 17.413819029569623 18.077755789921284 17.652805504726174 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 9.027199099771678 1.2335586649738202 1.9323496581415387 0.42495028519510925 0.6383723876144707 -1.550536177155955 -1.7428781424198867 False 0.09 Inputed -18.654700998033174 -18.422092678101997 """""" """""" """"""
-0.3551675459419213 0.5340351561256254 -1.6591909138240772 17.895465762233197 6011.296791959219 237.67007130961173 17 8 8 10.084143599960953 89 True False 2018emk 266.30064458333 14.915327 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 266.30064458333 14.915327 TNS 2018emk ZTF18abjsdwi 2018emk CV 0.0 -0.1571129064816077 0.061755323105419535 -0.10608952100107416 -0.0526588501957761 0.061755323105419535 0.18680804461936518 0.10699975848000731 0.10699975848000731 9.977143841480945 9.977143841480945 58326.163912000135 58326.163912000135 17.69206281728445 17.69206281728445 17.798741734373714 9.427901552443537 0.8204691171400283 0.6244942356710735 266.30062929 14.91549984 0.004953423436888427 21.06253283267021 23.14343053331375 22.871197155570982 0.016666666666666666 """""" """""" """""" """""" 0 False True all False False 0 0.8204691171400283 0.6244942356710735 266.30062929 14.91549984 0.004953423436888427 21.06253283267021 23.14343053331375 22.871197155570982 0.016666666666666666 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.6244942356710735 0.8204691171400283 0.27223337774276857 0.7611428908475198 5.451367716029299 5.072455421197269 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.16750215074727146 0.14486550606617363 -12.559376208019078 16.331367794226118 4675.666777693144 180.6850009765999 104 59 59 74.80054400023073 73 True True 2019odp 346.82954208333 13.85595 SNIc-BL 0.014353 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 346.82954208333 13.85595 TNS 2019odp ZTF19abqwtfu 2019odp SNIc-BL 0.014353 0.2850841946917164 0.694545458398867 0.3791609451053013 0.47860518091780335 0.694545458398867 0.9349358401325034 18.98645862749831 18.98645862749831 55.81408537273242 55.81408537273242 58736.40076390002 58716.388807899784 15.80702988107815 15.833915881000879 15.80702988107815 11.397006960608197 5.135993269287254 24.16286325104182 346.8263730521875 13.8499848802357 0.014090294130973402 15.324645421714783 16.018922228851316 15.738801157274246 0.9200000000000002 """""" """""" """""" """""" 15 True True all False False 0 0.7 0.6834175685052275 346.829473835245 13.8557721015049 0.012095393326032045 22.556845848789216 22.27183307876587 22.800305875434876 0.3 False False 0.3 0.7 1.5 0.02 8 3 20.01195600023493 24.16286325104182 5.135993269287254 0.2801210715770708 4.704613496192337 0.1850063478504378 -0.06822872380390521 False 0.014353 Inputed -18.218293169937574 -18.19140717001485 """""" """""" """"""
-0.09214281402752601 0.36409618527422527 -13.954468368839843 19.6953288322684 6170.255931629026 217.08004014609546 13 13 13 43.92241899995133 81 True True 2018lfe 143.37314815 0.05233008 SLSN-I 0.35 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 143.37314815 0.05233008 TNS 2018lfe ZTF18acqyvag 2018lfe SLSN-I 0.35 -0.11950282202542795 0.1304905039423545 -0.06156709297079033 -0.0006632579331302679 0.1304905039423545 0.27486974704191525 19.014395017453104 19.014395017453104 24.90802398249823 24.90802398249823 58465.52527779993 58443.52131940005 19.349322684115638 19.349322684115638 19.49501549924551 0.1377320863608761 0.417748642654792 13.445157733426846 143.376854125471 0.05186722525428035 0.21931265280581225 20.843911027685404 24.035570419619084 21.89391399548888 0.5428571428571429 """""" """""" """""" """""" 2 False True all False False 0 1.0339523928160894 8.544399142296431 143.37433441 0.05438581 0.22230269389937818 21.987551657259463 23.700535162305833 22.773962934172154 0.3666666666666667 False False 0.3 0.7 1.5 0.02 8 3 22.003958399873227 0.0 0.0 0.0 0.0 4.290677315884363 3.7749845007544884 True 0.35 Inputed -21.590888805190723 -21.736581620320596 """""" """""" """"""
-0.007989117710336483 0.25498219367479136 -3.2664506404664984 18.565127379060385 4168.644410648859 219.7001843338312 61 27 27 74.0639005000703 35 True False 2019cpo 237.02540958333 66.902485611111 SNII 0.035 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 237.02540958333 66.902485611111 TNS 2019cpo ZTF19aanovps 2019cpo SNII 0.035 0.38755909109985964 0.7378405392566769 0.46933125318542324 0.5548772491402687 0.7378405392566769 0.9376122365040729 183.9183587520613 183.9183587520613 -109.85445825199099 -109.85445825199099 58584.37354170019 58568.2416087999 18.450457377288295 18.671067309305528 18.450457377288295 1.3234729866079864 1.2922968827310837 0.5710929371783029 237.02521208 66.90262404 0.0010975902242954527 17.99627707774639 18.52213415195942 18.199410203528405 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.2922968827310837 0.5710929371783029 237.02521208 66.90262404 0.0010975902242954527 17.99627707774639 18.52213415195942 18.199410203528405 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 16.13193290028721 0.5710929371783029 1.2922968827310837 0.3227239484310154 0.4419208502394435 -0.14893315734610724 -0.25104717375988983 False 0.035 Inputed -17.521747318072073 -17.30113738605484 """""" """""" """"""
-0.01266452407433718 0.31662260678637105 -4.209714226383402 19.0024801637136 4872.44426421897 119.18017343798962 42 27 27 60.9890624997206 58 True True 2019fmv 187.39081541666 35.770035722222 SNIIP 0.0407 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 187.39081541666 35.770035722222 TNS 2019fmv ZTF19aavbkly 2019fmv SNIIP 0.0407 0.16513658794814035 0.7759902634298754 0.2991847478369394 0.4451368779098601 0.7759902634298754 1.1648629829515436 106.60796832914714 106.60796832914714 -45.61890582942654 -45.61890582942654 58638.22541669989 58618.21609950019 18.87039939376666 18.89870024006691 18.87039939376666 1.1848715019941793 5.688976780524912 6.020730984884768 187.38987808961002 35.7715252283273 0.002237251547308916 14.771030027602613 15.47101686037302 14.994226274068952 0.9949999999999999 """""" """""" """""" """""" 3 False True all False False 0 0.7 5.235455526648464 187.389475949094 35.7690693822428 0.10313688369800744 22.159128555351497 21.974198815002442 21.683595383182762 0.09999999999999999 False False 0.3 0.7 1.5 0.02 8 3 20.00931719969958 6.020730984884768 5.688976780524912 0.4767905863040678 1.0583152677816425 -3.427683379693889 -3.876173119697709 False 0.0407 Inputed -17.43244464508124 -17.404143798780993 """""" """""" """"""
-0.2674266876302577 0.4965951970449953 -5.388762862556685 17.323081074046392 6812.066842564981 244.2646017320633 16 9 9 15.970474499743432 124 True False 2018eng 299.80925458333 51.019972694444 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 299.80925458333 51.019972694444 TNS 2018eng ZTF18abjsybd 2018eng CV 0.0 -0.2796933633247676 -0.09146850501908688 -0.23582821263652676 -0.18988456657889685 -0.09146850501908688 0.016151233757753403 0.2906816464246411 0.2906816464246411 15.67979285331879 15.67979285331879 58329.42193289986 58326.3599537001 16.95410937286127 16.95410937286127 17.198177180578135 9.096008543004187 1.0798788537032467 14.161062508247955 299.81372003 51.01721905 0.0815940640409728 19.27700610985756 19.74412281217575 19.286900133275985 0.3 """""" """""" """""" """""" 8 False True all False False 0 1.6950911247250282 2.931853175935832 299.80943904 51.02077879 0.0029421416477927176 17.90885619096756 18.3466312892437 17.996733107852936 0.0 False False 0.3 0.7 1.5 0.02 8 3 3.061979199759662 0.0 0.0 0.0 0.0 6.685890627138729 6.071822819421865 True 0.0 Inputed """""" """""" """""" """""" """"""
-0.1703016328499236 0.1979328173014896 -12.448027436184566 19.217144199236397 4310.592514111546 229.84451456187543 96 58 58 55.96957179997116 43 True True 2020lrd 268.6045416666666 59.78095277777778 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 268.6045416666666 59.78095277777778 TNS 2020lrd ZTF20abdajyr 2020lrd SNIa 0.06 0.39778478707380316 0.7331640134985733 0.4763220208855081 0.5583174369010173 0.7331640134985733 0.9233401346149499 14.95761428800301 14.95761428800301 41.011957511968156 41.011957511968156 59016.26442130003 58998.37030090019 18.716707879242506 18.997593850204 18.716707879242506 0.895977486245843 2.0520325360652714 1.614075164144919 268.6051828610485 59.7812640264095 0.002281322106427508 17.6162852303648 18.841246335320474 18.061459059877397 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.0520325360652714 1.614075164144919 268.6051828610485 59.7812640264095 0.002281322106427508 17.6162852303648 18.841246335320474 18.061459059877397 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 17.894120399840176 1.614075164144919 2.0520325360652714 0.779787275443077 0.7865738655586201 -0.15634751488352805 -0.6552488193651094 False 0.06 Inputed -18.438793101955294 -18.1579071309938 """""" """""" """"""
-0.18432333977942375 0.15095766586724174 -7.1922259987740205 18.717420227063123 5680.789298949346 64.47684831909442 48 36 36 38.92990739969537 47 True False 2020ht 108.0945125 60.84540833333334 SNIa 0.065 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 108.0945125 60.84540833333334 TNS 2020ht ZTF20aaaxrad 2020ht SNIa 0.065 0.05158227729029008 1.2661561473601495 0.28907811943043527 0.5670924174616765 1.2661561473601495 2.200662589067278 15.963106679349544 15.963106679349544 22.966800720345823 22.966800720345823 58859.14166670013 58846.24415510008 18.149987103948213 18.149987103948213 18.16956624222181 1.4145068972761679 1.3172358405762645 3.111568189986472 108.09299764 60.84585826 0.0006394646350231792 16.148012507796288 17.34488583288193 16.577132832860947 0.9400000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.3172358405762645 3.111568189986472 108.09299764 60.84585826 0.0006394646350231792 16.148012507796288 17.34488583288193 16.577132832860947 0.9400000000000001 False False 0.3 0.7 1.5 0.02 8 3 12.897511600051075 3.111568189986472 1.3172358405762645 0.7677530000209813 2.3621952076745973 -0.8051012710662846 -1.5924334093608614 False 0.065 Inputed -19.162226266739594 -19.18180540501319 """""" """""" """"""
-0.16155349676196007 0.37097046066725914 -6.1488567322825745 18.016563005523746 4781.741405180585 123.35496671790713 39 16 16 34.80655089998618 49 True False 2020aarw 81.31309583333334 -8.626052777777778 SNIa 0.049431 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 81.31309583333334 -8.626052777777778 TNS 2020aarw ZTF20acrheie 2020aarw SNIa 0.049431 0.2169845412930762 0.8234040793871422 0.35077910344586627 0.4959479530762678 0.8234040793871422 1.2059709495746311 10.924436649830163 10.924436649830163 23.882114250156015 23.882114250156015 59181.33560189977 59170.40041670017 17.70945003293406 17.943542135925448 17.70945003293406 1.455507832097418 3.126842982390364 0.08726977842549942 81.31311337 -8.62606972 0.00045319228118501087 14.568496921348572 15.801264663887025 15.067932687807083 0.93 """""" """""" """""" """""" 0 False True all False False 0 3.126842982390364 0.08726977842549942 81.31311337 -8.62606972 0.00045319228118501087 14.568496921348572 15.801264663887025 15.067932687807083 0.93 False False 0.3 0.7 1.5 0.02 8 3 10.935185199603438 0.08726977842549942 3.126842982390364 0.7333319760799419 0.027909869129016728 -2.1422774720384226 -2.641517345126978 False 0.049431 Inputed -19.019944053430827 -18.78585195043944 """""" """""" """"""
-0.18832124078459594 0.1889257851863686 -9.335833740496584 17.456334329586987 5192.143070362047 127.93970715768299 53 47 47 74.93523150030524 87 True True 2020wgr 125.91558333333332 -0.16833055555555554 SNIa 0.03496 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 125.91558333333332 -0.16833055555555554 TNS 2020wgr ZTF20aciuakv 2020wgr SNIa 0.03496 0.12604332679761754 0.6739694423672873 0.24726819799887068 0.37857510828307994 0.6739694423672873 1.0177817310315262 13.551793486454947 13.551793486454947 61.38343801385029 61.38343801385029 59149.502071800176 59135.463159699924 16.98791409996846 16.98791409996846 17.02636119420926 7.858033906173146 5.642410524843598 6.2842986685415285 125.9139197861425 -0.1678015107612035 0.0009419776370540589 13.622805598232747 14.745469666690827 14.013993647975921 1.0 """""" """""" """""" """""" 5 False True all False False 0 0.7 3.3403893235167286 125.914794206248 -0.168818670419327 0.03137022371282605 21.603411532857418 21.209674799294472 21.25927155087471 0.175 False False 0.3 0.7 1.5 0.02 8 3 14.038912100251764 6.2842986685415285 5.642410524843598 0.7314760187149059 1.113761333187596 -2.242444433277633 -3.0123675462333406 False 0.03496 Inputed -18.943339143585295 -18.981786237826096 """""" """""" """"""
-0.12950843751915792 0.3964451865155556 -6.585313356911992 19.10380016524462 5433.168672072936 152.09473737582005 55 24 24 35.89496529987082 43 True True 2020yia 33.64562083333333 -6.634041666666667 SNIa 0.12 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 33.64562083333333 -6.634041666666667 TNS 2020yia ZTF20acmafkf 2020yia SNIa 0.12 0.018589466597290993 0.4347015817279569 0.11226189913418594 0.21260528522130073 0.4347015817279569 0.6878634116233471 16.48948698226774 16.48948698226774 19.40547831760308 19.40547831760308 59158.28920139978 59142.35847220011 18.852655489618854 18.852655489618854 18.926556433915493 0.6255026359915914 1.1290692168981318 3.5161541470482636 33.6450753014111 -6.634854272862926 0.006868410332027786 19.211589655863644 19.903605660561325 19.404291110498907 0.9750000000000002 """""" """""" """""" """""" 0 False True all False False 0 1.1290692168981318 3.5161541470482636 33.6450753014111 -6.634854272862926 0.006868410332027786 19.211589655863644 19.903605660561325 19.404291110498907 0.9750000000000002 False False 0.3 0.7 1.5 0.02 8 3 15.93072919966653 3.5161541470482636 1.1290692168981318 0.49931455006241876 3.114206015383291 1.0509501709424711 0.4777346765834132 False 0.12 Inputed -19.761886891839023 -19.835787836135662 """""" """""" """"""
-0.15032032721547084 0.18546638304314095 -18.156655403277764 17.707592790295067 3838.034038874057 502.238473952331 101 20 20 69.99879629956558 37 True True 2020eyj 167.9465833333333 29.385099999999998 SNIa 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 167.9465833333333 29.385099999999998 TNS 2020eyj ZTF20aatxryt 2020eyj SNIa 0.03 0.579790497187382 0.740974807554796 0.6189230964627157 0.6588232249994697 0.740974807554796 0.8263451689610974 17.060471194000435 17.060471194000435 52.93832510556515 52.93832510556515 58939.22070599999 58915.212187500205 17.213355630252146 17.815588501616755 17.213355630252146 7.813121321169185 0.9519834461384811 0.40954893635136974 167.9464931350975 29.38501774905415 0.002250584677814138 19.749703087585566 20.16323843266845 19.895597547029254 0.97 """""" """""" """""" """""" 0 False True all False False 0 0.9519834461384811 0.40954893635136974 167.9464931350975 29.38501774905415 0.002250584677814138 19.749703087585566 20.16323843266845 19.895597547029254 0.97 False False 0.3 0.7 1.5 0.02 8 3 24.008518499787897 0.40954893635136974 0.9519834461384811 0.26764088563919586 0.4302059431943046 2.347649931051695 2.6822419167771088 False 0.03 Inputed -18.421441823373183 -17.819208952008573 """""" """""" """"""
-0.17070154874035218 0.17821904469459687 -6.010302946629441 18.105953381096146 4730.629533321251 163.95005577159478 34 23 23 74.77359950030223 71 True True 2019crp 241.12524125 17.470823694444 SNIa 0.03961 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 241.12524125 17.470823694444 TNS 2019crp ZTF19aaomkvl 2019crp SNIa 0.03961 0.21312497202403335 0.6498684765687095 0.3125113289036463 0.4182254338251994 0.6498684765687095 0.9107024416450535 17.991747510760586 17.991747510760586 56.781851989541636 56.781851989541636 58586.377419000026 58572.47921299981 17.66596609074176 17.768454461844538 17.66596609074176 2.5368027978633854 5.097745081582328 7.910812733644186 241.12677426053853 17.4691834327417 0.0020795332103362707 14.668205323770046 15.550384652194976 14.959997448556424 1.0 """""" """""" """""" """""" 2 False True all False False 0 1.1253833213972193 2.9996755084014532 241.125023093155 17.4700168541696 0.012913041569748929 20.331268397557736 22.06054842343807 19.605774999482634 0.6124999999999999 False False 0.3 0.7 1.5 0.02 8 3 13.898206000216305 7.910812733644186 5.097745081582328 0.5903872036385529 1.5518258773325497 -2.2180698096495615 -2.705968642185338 False 0.03961 Inputed -18.577358269813484 -18.474869898710708 """""" """""" """"""
-0.1421832354408772 0.30260548835349177 -6.537278554510196 19.26101232633635 5866.661139297383 84.2386643766446 52 36 36 43.88793980004266 47 True True 2021dnk 229.69657916666665 27.432472222222223 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 229.69657916666665 27.432472222222223 TNS 2021dnk ZTF21aalkknw 2021dnk SNIa 0.1 -0.03850938138139526 0.767049200622715 0.127838499838262 0.31611823838791153 0.767049200622715 1.3339379227371424 11.820189703795606 11.820189703795606 32.06775009624705 32.06775009624705 59273.42504630005 59263.4745139 18.74694053228121 18.74694053228121 18.900837438075346 0.7108085980583785 0.9366991884471294 1.823687114320581 229.69611347287452 27.432179336453252 0.02409147304132042 22.108970577349663 22.56330784154892 22.122427359585764 0.6166666666666666 """""" """""" """""" """""" 0 False True all False False 0 0.9366991884471294 1.823687114320581 229.69611347287452 27.432179336453252 0.02409147304132042 22.108970577349663 22.56330784154892 22.122427359585764 0.6166666666666666 False False 0.3 0.7 1.5 0.02 8 3 9.95053240004927 1.823687114320581 0.9366991884471294 0.44088048196315555 1.9469293203337887 3.816367309267708 3.221589921510418 False 0.1 Inputed -19.38290466039558 -19.536801566189716 """""" """""" """"""
-0.1684500658156743 0.16669973018287965 -7.423131449522694 18.97047706426906 6069.77355779371 64.16603840480843 45 31 31 40.929536999668926 79 True True 2020pld 334.79037083333327 5.558822222222222 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 334.79037083333327 5.558822222222222 TNS 2020pld ZTF20ablkswc 2020pld SNIa 0.08 -0.03317899948958569 1.1166379992756106 0.19056763802728227 0.45334619646958885 1.1166379992756106 2.006511928456188 12.286122584817893 12.286122584817893 28.643414414851033 28.643414414851033 59052.45503470022 59043.3813426001 18.362836681286655 18.362836681286655 18.43837456365595 1.7568215882638425 0.729545837733568 0.14200744721354286 334.790331219584 5.55882344821564 0.00015137984797730653 16.94370034339428 18.006033046307564 17.29327475892544 0.9850000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.729545837733568 0.14200744721354286 334.790331219584 5.55882344821564 0.00015137984797730653 16.94370034339428 18.006033046307564 17.29327475892544 0.9850000000000001 False False 0.3 0.7 1.5 0.02 8 3 9.073692100122571 0.14200744721354286 0.729545837733568 0.7127582873821261 0.19465185032746954 -0.35680363497909084 -1.1450998047305134 False 0.08 Inputed -19.351559458415426 -19.427097340784723 """""" """""" """"""
-0.12347418955950587 0.9908601195216579 -2.070128921386549 12.605587052889648 8985.401186048395 752.9333949432711 162 101 101 65.08988420013338 163 True False 2019xim 33.875167083333 57.298319 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 33.875167083333 57.298319 TNS 2019xim ZTF19adbgfwx 2019xim CV 0.0 -0.5416669442285755 -0.5012307543068459 -0.5318016657976887 -0.5217753703645709 -0.5012307543068459 -0.48001501736083796 5.130715532377941 5.130715532377941 59.95916866775544 59.95916866775544 58846.22055559978 58839.09407409979 11.884476030426667 11.884476030426667 12.542291042167637 96.14941271110193 0.7 0.37845774233257323 33.87522107 57.29842 0.003723053076679528 21.18909657306671 20.851490818786623 20.879709767532347 0.0 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.37845774233257323 33.87522107 57.29842 0.003723053076679528 21.18909657306671 20.851490818786623 20.879709767532347 0.0 False False 0.3 0.7 1.5 0.02 8 3 7.126481499988586 0.37845774233257323 0.7 -0.028218948745724504 0.5406539176179618 8.967014788359956 8.33741872536471 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.19522941329718424 0.2452260431174464 -5.494146168908202 18.58601476879869 6472.934819101047 65.8084699015108 59 22 22 33.93535879999399 53 True False 2020ygj 88.74909166666666 54.44379444444444 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 88.74909166666666 54.44379444444444 TNS 2020ygj ZTF20acnigox 2020ygj SNIa 0.07 -0.15412713829324787 0.8549852937881113 0.04224263361160041 0.2729518973677685 0.8549852937881113 1.6337326718514085 11.673040900287914 11.673040900287914 22.262317899706076 22.262317899706076 59155.403830999974 59145.436249999795 17.94582899716726 17.94582899716726 18.18330759249858 0.819972517792021 1.9268052840622785 2.4567889115260018 88.75018761 54.44355035 0.0007507628716566517 16.058750674819947 16.972401353359224 16.35246785554886 0.9 """""" """""" """""" """""" 0 False True all False False 0 1.9268052840622785 2.4567889115260018 88.75018761 54.44355035 0.0007507628716566517 16.058750674819947 16.972401353359224 16.35246785554886 0.9 False False 0.3 0.7 1.5 0.02 8 3 9.967581000179052 2.4567889115260018 1.9268052840622785 0.619933497810365 1.275058217790622 -0.9734276438080371 -1.83083973694972 False 0.07 Inputed -19.311858359092216 -19.549336954423534 """""" """""" """"""
-0.29162710623336796 0.957626678948525 -5.977784072127998 11.458232512319533 4750.204976429148 403.8908129959147 14 14 14 41.9852431002073 69 True True 2018ecw 335.43654208333 18.668919 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 335.43654208333 18.668919 TNS 2018ecw ZTF18abigrzf 2018ecw CV 0.0 0.1726296141525534 0.3328922892291608 0.21118513179065168 0.25073469175189445 0.3328922892291608 0.41925895921387024 8.133334331055426 8.133334331055426 33.851908769151876 33.851908769151876 58811.087731500156 58797.12508099992 12.31144690852054 12.31144690852054 12.415507540701613 345.9044443665052 0.3909625625449523 0.2923425895974833 335.43660501540546 18.66897413451785 6.729349709877486e-05 17.358833389540912 17.245566879408358 17.386541024582385 0.0 """""" """""" """""" """""" 0 False True all False False 0 0.3909625625449523 0.2923425895974833 335.43660501540546 18.66897413451785 6.729349709877486e-05 17.358833389540912 17.245566879408358 17.386541024582385 0.0 False False 0.3 0.7 1.5 0.02 8 3 13.962650500237942 0.2923425895974833 0.3909625625449523 -0.1409741451740274 0.74775085290646 4.934119970887817 4.971033483880772 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.11977271450982939 0.3294347447961391 -3.623402512154009 18.207507648255987 6005.885111284304 76.23435634769727 38 28 28 49.986851800233126 51 True True 2019hnu 203.22704208333 32.102461 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 203.22704208333 32.102461 TNS 2019hnu ZTF19aayslow 2019hnu SNIa 0.06 -0.10686579576140076 0.7592482396439095 0.06791485078682413 0.268642385370903 0.7592482396439095 1.3911397556712153 20.64210138378885 20.64210138378885 29.344750416444274 29.344750416444274 58657.195486099925 58642.200682899915 17.816975386035775 17.816975386035775 17.888025858946314 2.0302456800816655 2.285866542624242 5.931265243546926 203.2284617471185 32.1035871793528 0.0027384049392934484 16.46321120376289 17.34636705727935 16.814259423910975 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.285866542624242 5.931265243546926 203.2284617471185 32.1035871793528 0.0027384049392934484 16.46321120376289 17.34636705727935 16.814259423910975 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 14.99480320001021 5.931265243546926 2.285866542624242 0.5321076333683727 2.5947557011520277 -0.4706083287564269 -1.0737664350353384 False 0.06 Inputed -19.267475122251486 -19.338525595162025 """""" """""" """"""
-0.16603470553833177 0.2720752847221377 -12.2985600890751 19.06589294576057 5908.854659508453 127.5551891706752 34 19 19 51.90959489997476 55 True True 2021tis 327.6583124999999 -8.621530555555555 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 327.6583124999999 -8.621530555555555 TNS 2021tis ZTF21ablvtrn 2021tis SNIa 0.09 -0.023103695336917696 0.47073169707670814 0.08573604312945804 0.20392927944298478 0.47073169707670814 0.7824039385533936 12.49874846246113 12.49874846246113 39.410846437513634 39.410846437513634 59426.358298600186 59409.40077550011 18.581439635859827 18.581439635859827 18.746406011656678 1.1610330638528212 0.9112338394058945 0.24045368864316222 327.65837487 -8.62155622 0.012890296347037089 22.20558236358166 22.14264365887642 22.44273716919422 0.5 """""" """""" """""" """""" 0 False True all False False 0 0.9112338394058945 0.24045368864316222 327.65837487 -8.62155622 0.012890296347037089 22.20558236358166 22.14264365887642 22.44273716919422 0.5 False False 0.3 0.7 1.5 0.02 8 3 16.957523100078106 0.24045368864316222 0.9112338394058945 -0.30009351031780085 0.26387704038727644 3.561204023016593 3.696331157537543 False 0.09 Inputed -19.303978633522558 -19.46894500931941 """""" """""" """"""
-0.12576858167485938 0.39912237578855664 -7.6799659323489315 18.58553116482883 5391.434462401094 225.21265588276984 25 10 10 30.73320599971339 51 True True 2019qe 143.59044583333 14.488304972222 SNIa 0.073 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 143.59044583333 14.488304972222 TNS 2019qe ZTF19aacxrzt 2019qe SNIa 0.073 0.016547576043482337 0.2846898613223523 0.07899475817812629 0.14443110899580347 0.2846898613223523 0.4381947301302702 14.421176311457284 14.421176311457284 16.312029688256107 16.312029688256107 58507.27724540001 58492.47909720009 18.354959132877674 18.366976700502594 18.354959132877674 0.8005408870874753 1.3213603995785557 3.2120386540407138 143.58952535991853 14.488347870416899 0.0003615662640901185 15.344760064361097 16.441264796271327 15.67601465361476 0.7649999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.3213603995785557 3.2120386540407138 143.58952535991853 14.488347870416899 0.0003615662640901185 15.344760064361097 16.441264796271327 15.67601465361476 0.7649999999999999 False False 0.3 0.7 1.5 0.02 8 3 14.798148199915886 3.2120386540407138 1.3213603995785557 0.7652501426565657 2.4308573611447604 -1.9257119042312674 -2.6789444792629133 False 0.073 Inputed -19.232786193617745 -19.220768625992825 """""" """""" """"""
-0.1714933250314764 0.23968183490185554 -6.6132915691735485 18.37585986029188 5544.197441700714 112.85283153013046 40 23 23 42.875879699829966 111 True True 2021qvb 299.13858749999997 -11.467222222222222 SNIa 0.062043 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 299.13858749999997 -11.467222222222222 TNS 2021qvb ZTF21abhwnvw 2021qvb SNIa 0.062043 0.011830979789184681 0.5975847543360473 0.13896042113774598 0.278376729354477 0.5975847543360473 0.9772051082335054 11.761689875504693 11.761689875504693 31.114189824325273 31.114189824325273 59397.42195599992 59387.37641200004 17.991960560049268 17.991960560049268 18.032453722531812 1.4370111890385378 3.0691889850415905 6.665396465697463 299.1403264145145 -11.4679459259036 0.0016011509564949344 15.254481034784316 16.416897589626313 15.504576598629953 0.975 """""" """""" """""" """""" 2 False True all False False 0 0.7 5.5959847302722485 299.137504310456 -11.4683577235144 0.15013018719096316 22.523558131198882 24.259780176353456 24.163392795467377 0.35 False False 0.3 0.7 1.5 0.02 8 3 10.045543999876827 6.665396465697463 3.0691889850415905 0.9123209909963599 2.1717126244694707 -1.5750629704229553 -2.5278771239018596 False 0.062043 Inputed -19.19677244989114 -19.237265612373683 """""" """""" """"""
-0.14461505493047824 0.33136000078397476 -3.50573509239025 18.846060457911655 5592.775079936233 135.44016316863525 56 43 43 59.92888890020549 53 True True 2020es 204.81066666666663 38.99618888888889 SNIa 0.080283 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 204.81066666666663 38.99618888888889 TNS 2020es ZTF20aadcitq 2020es SNIa 0.080283 -0.043638214585840274 0.40958509112530805 0.056931886572520796 0.16566982973985134 0.40958509112530805 0.6922636856368811 14.078030027871225 14.078030027871225 45.85085887233427 45.85085887233427 58862.48296299996 58852.53706019977 18.339469384967465 18.339469384967465 18.523384763429128 1.7033848609804352 2.1697715024947137 6.678753980087321 204.81034669910002 38.9943504217959 0.0019066563429140926 15.824003753219843 16.895033112784624 16.152062800456882 0.9949999999999999 """""" """""" """""" """""" 3 False True all False False 0 0.7 3.3562922917303393 204.809595884565 38.9957686143492 0.2274007910665371 24.34486374438107 24.369564660543205 24.779456588535307 0.3 False False 0.3 0.7 1.5 0.02 8 3 9.945902800187469 6.678753980087321 2.1697715024947137 0.742970312327742 3.0780909291178196 -1.4444362721828412 -2.371321962972246 False 0.080283 Inputed -19.274351601549778 -19.45826698001144 """""" """""" """"""
-0.19083992954556506 0.18912503175820827 -6.976165079983943 18.02220227042606 6033.2894339491695 57.58062608042242 47 26 26 36.857870399951935 60 True True 2020acdo 122.91082083333333 -2.3295027777777775 SNIa 0.0518 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 122.91082083333333 -2.3295027777777775 TNS 2020acdo ZTF20acwmpsj 2020acdo SNIa 0.0518 -0.01790603750860953 1.3285071334807235 0.23688477106088968 0.541262892455137 1.3285071334807235 2.417144593208633 11.708274539379621 11.708274539379621 25.149595860572312 25.149595860572312 59203.3776273001 59193.41959490022 17.428364053804632 17.428364053804632 17.481748810413304 2.8863252432155604 4.768386607971217 2.678950169493885 122.910334312549 -2.330066206663135 0.0008593138684991342 14.200395539448262 15.285090674455166 14.53751804845333 0.96 """""" """""" """""" """""" 0 False True all False False 0 4.768386607971217 2.678950169493885 122.910334312549 -2.330066206663135 0.0008593138684991342 14.200395539448262 15.285090674455166 14.53751804845333 0.96 False False 0.3 0.7 1.5 0.02 8 3 9.958032399881631 2.678950169493885 4.768386607971217 0.7475726260018352 0.5618148002126206 -2.1432733793494663 -2.9442307619599735 False 0.0518 Inputed -19.350508041089167 -19.40389279769784 """""" """""" """"""
-0.1314475584732847 0.3045783951509886 -5.673700291091882 19.61424254869762 6491.398375620057 189.899094316154 18 9 9 10.002766199875623 56 True False 2020win 57.059774999999995 -21.792191666666668 SNIa 0.147 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 57.059774999999995 -21.792191666666668 TNS 2020win ZTF20acisynr 2020win SNIa 0.147 -0.21913412243759822 0.04536205834731888 -0.15863009496414904 -0.09448608883820242 0.04536205834731888 0.20172751882365958 11.350205909200426 11.350205909200426 -1.3474397093248038 -1.3474397093248038 59143.37620369997 59135.39641200006 19.0964873364509 19.0964873364509 19.330947982529572 1.299633344398829 1.1825667594723899 2.656301122951712 57.06035564 -21.79168792 0.0007588931876949534 16.73285412709713 17.892445984840393 17.106993013596536 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.1825667594723899 2.656301122951712 57.06035564 -21.79168792 0.0007588931876949534 16.73285412709713 17.892445984840393 17.106993013596536 1.0 False False 0.3 0.7 1.5 0.02 8 3 7.979791699908674 2.656301122951712 1.1825667594723899 0.7854529712438563 2.246216631471054 -1.2040413516105062 -2.223954968933036 False 0.147 Inputed -19.809345664468346 -20.04380631054702 """""" """""" """"""
-0.15710407072726762 0.348960237659072 -2.3744753777411787 18.38740496414485 6353.566639882658 221.81718468547706 14 5 5 30.01341430004686 34 True True 2019qr 174.70474999999 -3.816131 SNIa 0.053 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 174.70474999999 -3.816131 TNS 2019qr ZTF19aaddzpk 2019qr SNIa 0.053 -0.21657785352629944 0.006597543526517313 -0.16486824592356797 -0.11050248168007926 0.006597543526517313 0.13554070938346996 12.34773530133432 12.34773530133432 17.665678998712544 17.665678998712544 58502.459560200106 58494.43862270005 17.953777700016477 17.953777700016477 18.809548732808427 0.5079582815471748 1.6387031645684722 1.6892694549712688 174.704768576025 -3.8165998753131296 0.00024817586117764634 15.166706745116711 16.211637331237792 15.561603602036238 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.6387031645684722 1.6892694549712688 174.704768576025 -3.8165998753131296 0.00024817586117764634 15.166706745116711 16.211637331237792 15.561603602036238 0.975 False False 0.3 0.7 1.5 0.02 8 3 8.02093750005588 1.6892694549712688 1.6387031645684722 0.6500337292015548 1.0308575045780866 -1.742140368778685 -3.247945130772189 False 0.053 Inputed -18.073049341326122 -18.92882037411807 """""" """""" """"""
-0.17213572421794296 0.3216914350357485 -9.787149356653433 18.391900630533158 4635.9285700688815 226.4506882865195 24 9 9 22.94637729972601 49 True True 2019ri 60.682187499999 19.503405888888 SNIa 0.036 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 60.682187499999 19.503405888888 TNS 2019ri ZTF19aacqeai 2019ri SNIa 0.036 0.2560045279885337 0.5697553547038225 0.32931289696986 0.4059631701745552 0.5697553547038225 0.7483623710439531 8.759836927471696 8.759836927471696 14.186540372254314 14.186540372254314 58503.14071760001 58491.18250000011 18.04793035538845 18.291832977050507 18.04793035538845 2.4655476469104327 1.8632232328734097 0.6599668381812678 60.6823558443529 19.5034976865377 0.0002815388803991681 15.264172232398987 16.562179408092497 15.698591033716202 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.8632232328734097 0.6599668381812678 60.6823558443529 19.5034976865377 0.0002815388803991681 15.264172232398987 16.562179408092497 15.698591033716202 0.975 False False 0.3 0.7 1.5 0.02 8 3 11.958217599894851 0.6599668381812678 1.8632232328734097 0.8635883743762953 0.3542070679118174 -1.7296535689580104 -2.3493393216722467 False 0.036 Inputed -17.98597733015012 -17.74207470848806 """""" """""" """"""
-0.1474700514735957 0.24046969405955998 -10.11646165465627 18.71344146739837 4155.514092751867 353.97750090067717 99 55 55 74.90311340009794 58 True True 2020acfp 171.8940958333333 47.37943055555556 SNIc 0.032816 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 171.8940958333333 47.37943055555556 TNS 2020acfp ZTF20acwofhd 2020acfp SNIc 0.032816 0.4174284023737087 0.6309506557460125 0.46859674044169 0.5212182750574996 0.6309506557460125 0.7468940861232483 12.591464642252584 12.591464642252584 62.311648757845354 62.311648757845354 59206.48805559985 59193.44420140004 18.18672766511355 18.528033451710048 18.18672766511355 3.0945001689211993 5.378780666276757 9.479767876678899 171.89798447192948 47.3794552721597 0.0027945671477788148 14.780295402647257 15.229717741851807 14.937739671416878 1.0 """""" """""" """""" """""" 6 True True all False False 0 0.7 0.3820197744021171 171.893998903036 47.3793471725769 0.0027807081671499256 20.802708734954596 20.392802501695154 20.666896027829647 0.09 False False 0.3 0.7 1.5 0.02 8 3 13.043854199815542 9.479767876678899 5.378780666276757 0.2919780704349293 1.7624380812019398 -3.2983157098582403 -3.248987993696673 False 0.032816 Inputed -17.64440138686827 -17.303095600271774 """""" """""" """"""
-0.16426868661094035 0.2681892538913797 -14.159356180264787 16.524640560108622 6483.0839292589035 191.3759402800834 48 26 26 59.93748839991167 71 True False 2021ara 96.51312499999999 -9.415511111111112 SNIa 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 96.51312499999999 -9.415511111111112 TNS 2021ara ZTF21aafhftg 2021ara SNIa 0.03 -0.1671939836764338 0.10825685125402629 -0.10406708761179573 -0.03722242174643853 0.10825685125402629 0.27055924490321104 13.85294836581744 13.85294836581744 46.08454003409423 46.08454003409423 59251.25445599994 59231.25379629992 15.959975135182514 15.959975135182514 16.26374785692619 1.8914467400869877 2.7910725807379078 2.2748499732305394 96.51250406 -9.41535602 0.0010508280641674528 15.772760933876036 16.112888831710816 15.827648015975953 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.7910725807379078 2.2748499732305394 96.51250406 -9.41535602 0.0010508280641674528 15.772760933876036 16.112888831710816 15.827648015975953 1.0 False False 0.3 0.7 1.5 0.02 8 3 20.000659700017422 2.2748499732305394 2.7910725807379078 0.2852408157348627 0.8150450794185765 0.15291369652830156 -0.4360998409502379 False 0.03 Inputed -19.371049596699137 -19.674822318442814 """""" """""" """"""
-0.17517292589461902 0.3170185811263452 -7.129372602094361 18.924136680165592 5553.719964990188 133.33902967041513 69 31 31 47.00772000011057 66 True True 2020lkq 200.099125 45.261161111111115 SNIa 0.085 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 200.099125 45.261161111111115 TNS 2020lkq ZTF20abcbxpj 2020lkq SNIa 0.085 0.0024924414634242 0.48074735949148106 0.10854115621220828 0.2232531013959118 0.48074735949148106 0.779471499680767 11.455240298562881 11.455240298562881 35.55247970154769 35.55247970154769 59009.24380790023 58997.21725689992 18.522930023404296 18.522930023404296 18.623885952842784 1.384048539513642 0.7 4.9228922448994235 200.1010043153695 45.26150776686435 0.0881119572840674 22.091738438885212 23.2874426542902 22.054153015275002 0.7333333333333334 """""" """""" """""" """""" 2 False True all False False 0 0.635926766486266 2.429860658865528 200.09816608 45.26116159 0.05539227285435688 23.100062652015687 24.29860670392513 23.27 0.05 False False 0.3 0.7 1.5 0.02 8 3 12.026551000308245 0.0 0.0 0.0 0.0 5.117069976595705 4.646114047157216 True 0.085 Inputed -19.30005166312016 -19.40100759255865 """""" """""" """"""
-0.18887275294152778 0.36362338316923554 -25.07616424453323 15.524605794264144 6884.34944359187 351.37215080886665 49 27 27 44.87594910012558 44 True False 2021qct 298.3797041666666 67.08518333333333 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 298.3797041666666 67.08518333333333 TNS 2021qct ZTF21abgjdtt 2021qct CV 0.0 -0.23822566451594618 -0.10541986601175424 -0.20658957038219228 -0.1739264086779606 -0.10541986601175424 -0.03250567754998457 -19.67792326743087 -19.67792326743087 64.55387236755645 64.55387236755645 59379.43000000017 59379.38793980004 15.93472147041059 15.93472147041059 16.291160019044504 46.75428615326648 1.6235751598102264 4.249368226088445 298.38141038 67.08420766 0.005907843508301647 18.363369114303588 19.15163482131958 18.63313245611191 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.6235751598102264 4.249368226088445 298.38141038 67.08420766 0.005907843508301647 18.363369114303588 19.15163482131958 18.63313245611191 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.04206020012497902 4.249368226088445 1.6235751598102264 0.5185023652076701 2.617290736688247 3.216913350908989 2.3419724370674047 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.052736234161271836 0.4187680472248758 -12.965217828713193 17.9320806396814 6456.252091572286 100.91576762572706 42 25 25 69.83597229979932 82 True False 2019vqd 101.17377291666 20.664463194444 SNII 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 101.17377291666 20.664463194444 TNS 2019vqd ZTF19acvmcdd 2019vqd SNII 0.04 -0.09610454487447129 0.5196188124031274 0.03484716040881253 0.1803350164676587 0.5196188124031274 0.9321320347303157 11.46923249781118 11.46923249781118 58.366739801988146 58.366739801988146 58820.23589120014 58812.30694440007 17.258529741095053 17.258529741095053 17.622145802556062 4.621370761970602 4.5572240843080705 10.958424545923833 101.17392712 20.66750378 0.004525527388750228 15.431499433612823 16.130713577461243 15.367157054901122 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 2.809075443982778 101.17295051 20.66459259 0.022413438743468017 21.531894588708877 22.987771436309814 22.303008827638624 1.0 False False 0.3 0.7 1.5 0.02 8 3 7.9289468000642955 10.958424545923833 4.5572240843080705 0.7635565225601209 2.40462710263844 -1.1278161636338098 -2.2549887476549397 False 0.04 Inputed -18.642659084925356 -19.006275146386365 """""" """""" """"""
-0.012398888337679641 0.3822786265436082 -17.616159265666415 20.04149496136564 3321.3149242181644 278.8821479011386 30 19 19 51.929132000077516 82 True True 2019hyk 214.49104208333 26.421581 SNII 0.014744 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 214.49104208333 26.421581 TNS 2019hyk ZTF19acomwca 2019hyk SNII 0.014744 0.9431866062454937 1.2959713260000996 1.0269577668242107 1.1136213231199292 1.2959713260000996 1.4909567317495735 72.86636419244934 72.86636419244934 -20.937232192371823 -20.937232192371823 58859.49789350014 58846.57115740003 19.695505576869206 20.97649897356947 19.695505576869206 0.6609496354179217 6.74510953377078 34.297765176554485 214.494606416029 26.41260453347515 0.0041049244764281845 12.802348084305525 13.51722532120943 13.148676314918399 0.99 """""" """""" """""" """""" 44 True True all False False 0 0.7872149670903454 1.8711581974133207 214.491335519237 26.4211325574379 0.005468140601511906 20.320920615912677 20.717788565096853 20.63612906873822 0.5599999999999999 False False 0.3 0.7 1.5 0.02 8 3 12.926736100111157 34.297765176554485 6.74510953377078 0.3685490062910315 5.084834427793301 -7.459273652360039 -6.546829261950807 False 0.014744 Inputed -14.388399140376562 -13.107405743676297 """""" """""" """"""
-0.20357427217447155 0.3151125359216793 -7.614706709960416 17.851016811853057 4281.278162925539 119.28056960819475 28 10 10 23.98543979972601 65 True False 2020bdf 43.949299999999994 15.100325 SNIa 0.035 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 43.949299999999994 15.100325 TNS 2020bdf ZTF20aaivjce 2020bdf SNIa 0.035 0.4271768541417842 1.1393342723229694 0.5841389786099995 0.7545268505289755 1.1393342723229694 1.589924510711036 7.085066307183644 7.085066307183644 16.900373492542364 16.900373492542364 58884.14993060008 58875.12290510023 17.579219580283695 17.826051144726883 17.579219580283695 4.900680658020927 1.3016521568586747 2.1792326052942013 43.9495124 15.09975545 0.00018707089652836295 15.011935288500785 16.0720889919281 15.391814119100571 0.82 """""" """""" """""" """""" 0 False True all False False 0 1.3016521568586747 2.1792326052942013 43.9495124 15.09975545 0.00018707089652836295 15.011935288500785 16.0720889919281 15.391814119100571 0.82 False False 0.3 0.7 1.5 0.02 8 3 9.027025499846786 2.1792326052942013 1.3016521568586747 0.6802748728275301 1.6742050430380908 -1.7539621527987812 -2.1874054611831237 False 0.035 Inputed -18.392985115076673 -18.146153550633485 """""" """""" """"""
-0.1861883028472787 0.19387795415965517 -7.14677377919306 18.64261171891832 5702.481070873213 104.48402009809638 51 31 31 62.8329398999922 53 True False 2020aajf 50.61242916666666 -3.8186527777777775 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 50.61242916666666 -3.8186527777777775 TNS 2020aajf ZTF20acrerzb 2020aajf SNIa 0.07 -0.01303534545249363 0.6173973195775169 0.12215295075811383 0.2715525630365576 0.6173973195775169 1.0343014936471633 15.56355353414543 15.56355353414543 47.26938636584677 47.26938636584677 59183.23151620012 59169.33230319992 17.93038691228088 17.93038691228088 18.20451549603326 2.0667169859619734 2.8808045343720665 4.153799873718175 50.61127331 -3.81861739 0.0017607383604609783 16.02058901517391 16.665904169631006 16.268873234295846 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.8808045343720665 4.153799873718175 50.61127331 -3.81861739 0.0017607383604609783 16.02058901517391 16.665904169631006 16.268873234295846 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.899213000200689 4.153799873718175 2.8808045343720665 0.39703093533515954 1.441888827984501 -1.264482742649875 -1.9356422617374136 False 0.07 Inputed -19.290650455557536 -19.564779039309915 """""" """""" """"""
-0.057633684022494094 0.3224263959545711 -26.370016813469896 19.10538462780903 5581.278349786572 163.9250033085704 36 21 21 72.97809030022472 60 True True 2018kyv 195.27070791666 26.351069 SNIIn 0.094 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 195.27070791666 26.351069 TNS 2018kyv ZTF18aczuooo 2018kyv SNIIn 0.094 0.1494983740968685 0.5686719336560593 0.24479427158662403 0.3462236640466898 0.5686719336560593 0.8193923220827131 27.281190390079825 27.281190390079825 45.69689991014489 45.69689991014489 58508.49873840017 58474.48674769979 18.803469048795442 18.83517186581754 18.803469048795442 0.4037315946245045 1.212078335593456 2.386522562620396 195.2699825377885 26.35093877299565 0.0019713145764874707 18.107135528343022 18.33114360769689 18.29417411190748 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.212078335593456 2.386522562620396 195.2699825377885 26.35093877299565 0.0019713145764874707 18.107135528343022 18.33114360769689 18.29417411190748 1.0 False False 0.3 0.7 1.5 0.02 8 3 34.01199070038274 2.386522562620396 1.212078335593456 0.036969495789410445 1.968950762123729 -0.5040282581206483 -0.5092949368879616 False 0.094 Inputed -19.34318435059253 -19.311481533570433 """""" """""" """"""
-0.04748664962169413 0.4183502113113319 -4.771950677888809 17.965980203359415 4780.860940319294 279.51378163178697 15 15 15 28.956261500250548 57 True True 2020beu 249.76985124999 8.3585466388888 SNII 0.041 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 249.76985124999 8.3585466388888 TNS 2020beu ZTF20aakzbfh 2020beu SNII 0.041 0.16624618884054954 0.40216036689864865 0.22203670412819676 0.279913711892668 0.40216036689864865 0.5334703776824128 33.59184008371486 33.59184008371486 -4.635578583464307 -4.635578583464307 59000.32601850014 58980.31341439998 17.52170118127173 17.782830167036163 17.52170118127173 12.666899435866384 4.555521459226825 0.6365627800774794 249.769688456629 8.3586196095797 0.0008318760847729756 14.371418471233845 15.362316987121105 14.708426688687801 0.9650000000000001 """""" """""" """""" """""" 0 False True all False False 0 4.555521459226825 0.6365627800774794 249.769688456629 8.3586196095797 0.0008318760847729756 14.371418471233845 15.362316987121105 14.708426688687801 0.9650000000000001 False False 0.3 0.7 1.5 0.02 8 3 20.012604100164026 0.6365627800774794 4.555521459226825 0.6538902984333035 0.1397343390377791 -2.4205131799150585 -2.813274492583929 False 0.041 Inputed -18.7972472123973 -18.536118226632865 """""" """""" """"""
-0.15306213315614248 0.2471115898429462 -13.138678143098954 19.194660568621863 5621.807120977677 134.72011245661767 35 27 27 54.94826389988884 50 True True 2021vgz 18.080287499999997 -9.675841666666667 SNIa 0.103 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 18.080287499999997 -9.675841666666667 TNS 2021vgz ZTF21abrpoaq 2021vgz SNIa 0.103 0.046534908241284256 0.5347525190946065 0.15503590432787462 0.2722285845463368 0.5347525190946065 0.8385794586827799 14.953550126732699 14.953550126732699 39.99471377315614 39.99471377315614 59453.42096060002 59434.46172450017 18.70319867967295 18.70319867967295 18.771081201602524 1.1693060064797198 1.1463477226953405 1.889631521771242 18.0804483528223 -9.675341292038595 0.007395480702236279 20.20707896765709 20.64900557590246 20.361042598694564 0.9722222222222222 """""" """""" """""" """""" 0 False True all False False 0 1.1463477226953405 1.889631521771242 18.0804483528223 -9.675341292038595 0.007395480702236279 20.20707896765709 20.64900557590246 20.361042598694564 0.9722222222222222 False False 0.3 0.7 1.5 0.02 8 3 18.959236099850386 1.889631521771242 1.1463477226953405 0.2879629772078971 1.648392965206283 1.9458068962295094 1.5899613970920399 False 0.103 Inputed -19.578195348780305 -19.646077870709878 """""" """""" """"""
-0.1873368047018673 0.16098108183520257 -7.8246115395918565 17.86928810565621 5986.529691720121 97.66683235940125 88 56 56 73.87842589989305 71 True True 2021jwq 270.23017916666663 52.739647222222224 SNIa 0.0498 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 270.23017916666663 52.739647222222224 TNS 2021jwq ZTF18aavvnzu 2021jwq SNIa 0.0498 -0.06157326901196569 0.5973216242204771 0.0779879469012279 0.23343996410258683 0.5973216242204771 1.0419081923528921 15.903661945549514 15.903661945549514 57.97476395434353 57.97476395434353 59334.44692130014 59320.468298600055 17.237314212500888 17.237314212500888 17.361042506628596 4.215541575794684 2.526345550221381 0.5812499373128702 270.22994531377753 52.73972483001715 0.0013360672390214656 16.536191654274464 17.040914942841532 16.8041519948411 0.9928571428571429 """""" """""" """""" """""" 0 False True all False False 0 2.526345550221381 0.5812499373128702 270.22994531377753 52.73972483001715 0.0013360672390214656 16.536191654274464 17.040914942841532 16.8041519948411 0.9928571428571429 False False 0.3 0.7 1.5 0.02 8 3 13.978622700087726 0.5812499373128702 2.526345550221381 0.23676294800043252 0.2300753898301584 -0.19639926965935572 -0.5568905117874969 False 0.0498 Inputed -19.384690401456545 -19.508418695584254 """""" """""" """"""
-0.10392276053614828 0.29721071374503516 -4.83593408819724 18.897020106329983 3345.682716560738 155.56286285577343 114 70 70 50.918634200003 50 True True 2021jun 152.79258749999997 54.550686111111105 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 152.79258749999997 54.550686111111105 TNS 2021jun ZTF21aavotzn 2021jun SNIa 0.04 0.854397087648259 1.498260945609708 1.0010376598533668 1.1568933282555207 1.498260945609708 1.882817199813644 19.761068676023463 19.761068676023463 31.157565523979535 31.157565523979535 59329.20678240014 59316.28493059985 18.479047340100237 19.167468291640446 18.479047340100237 3.5018303631073304 1.0917818658115495 0.20524230095036783 152.7926051316095 54.5507421982595 0.0008994703551103989 18.229121683177056 19.156784737752677 18.603141563631596 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.0917818658115495 0.20524230095036783 152.7926051316095 54.5507421982595 0.0008994703551103989 18.229121683177056 19.156784737752677 18.603141563631596 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.921851800289005 0.20524230095036783 1.0917818658115495 0.5536431741210812 0.18798837696191809 -0.010683553887769648 0.12409422353135824 False 0.04 Inputed -17.78575754738118 -17.09733659584097 """""" """""" """"""
-0.2707889543847006 0.6032019611904195 -2.1311039934020855 15.112068224850015 7115.396473693167 390.23853948473936 198 50 50 19.035254599992186 91 True False 2019slj 350.07739999999995 49.329888888888895 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 350.07739999999995 49.329888888888895 TNS 2019slj ZTF19aceiizg 2019slj CV 0.0 -0.34053851361787046 -0.23429546107177757 -0.3151388625559939 -0.2889768382929354 -0.23429546107177757 -0.17635274602732665 1.764054892850188 1.764054892850188 17.271199707142 17.271199707142 58769.18052079994 58767.15214119991 14.561488402919574 14.561488402919574 14.933256732663803 66.42390171869215 0.8201359948415238 31.063978154099075 350.07260793 49.32184508 0.5079247322001921 20.025994993686677 21.126261199378966 20.348220084142685 0.38 """""" """""" """""" """""" 21 False True all False False 0 0.7426369427738823 1.6492247034779415 350.07710415 49.32947332 0.008900687377216498 21.219547178554535 21.457106732559204 21.102212651491165 0.02 False False 0.3 0.7 1.5 0.02 8 3 2.0283796000294387 0.0 0.0 0.0 0.0 9.078511597080427 8.336743267336196 True 0.0 Inputed """""" """""" """""" """""" """"""
-0.10788783717694979 0.3501000901177045 -7.513941835183271 18.76541860168937 4145.793266778008 183.35440740221628 12 8 8 28.865335599984974 50 True True 2018eva 238.04439624999 13.022695305555 SNIb 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 238.04439624999 13.022695305555 TNS 2018eva ZTF18abjyjdz 2018eva SNIb 0.04 0.4439522815457835 0.8847369545670603 0.5455121738465429 0.6526644446453709 0.8847369545670603 1.1422911864337202 13.093012477885331 13.093012477885331 15.772323122099642 15.772323122099642 58343.151736100204 58332.27281250013 18.5262915058542 18.971388636345317 18.5262915058542 2.2957837488836486 2.083433925019566 0.5736850384751874 238.044234682309 13.022720125073501 0.0029175382543950024 18.065018460355997 18.92237707429409 18.332083979172708 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.083433925019566 0.5736850384751874 238.044234682309 13.022720125073501 0.0029175382543950024 18.065018460355997 18.92237707429409 18.332083979172708 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.878923600073904 0.5736850384751874 2.083433925019566 0.5902930951213818 0.2753555231994217 -0.04901156205122703 -0.19420752668149177 False 0.04 Inputed -17.738513381627218 -17.2934162511361 """""" """""" """"""
-0.18369633419115466 0.32506105118068374 -10.728874376253914 18.21155373733723 5735.691882157935 300.24084153516526 25 16 16 35.925983800087124 66 True True 2021csp 216.59214166666663 5.859216666666667 SNIc 0.083 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 216.59214166666663 5.859216666666667 TNS 2021csp ZTF21aakilyd 2021csp SNIc 0.083 -0.06360582713160667 0.1207348449214578 -0.019949274642016235 0.025298236542717234 0.1207348449214578 0.2230492920558298 -4.611483577709865 -4.611483577709865 40.537467377796986 40.537467377796986 59256.50846059993 59256.50846059993 17.994912638758503 17.994912638758503 18.015384847519464 2.4170141058816927 2.167352348164262 3.222818943140086 216.5925820131865 5.858435931337715 0.003833590320962421 17.766636717032192 18.371748965342043 17.97487127156615 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.167352348164262 3.222818943140086 216.5925820131865 5.858435931337715 0.003833590320962421 17.766636717032192 18.371748965342043 17.97487127156615 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 3.222818943140086 2.167352348164262 0.39687769377589177 1.486984313311954 0.3768363265835397 -0.0405135759533124 False 0.083 Inputed -19.855908632618874 -19.876380841379834 """""" """""" """"""
-0.15925101694360133 0.26739626133353084 -7.366390785475973 17.58330402569961 5984.674709658377 92.2214506360286 38 24 24 48.01255790004507 34 True True 2020ldi 167.80727916666666 64.88605277777778 SNIa 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 167.80727916666666 64.88605277777778 TNS 2020ldi ZTF20abbrptu 2020ldi SNIa 0.03 -0.061480729867870565 0.645513180101652 0.08681700630072697 0.2530228537265202 0.645513180101652 1.1302952337577352 17.95009846062833 17.95009846062833 30.062459439416738 30.062459439416738 59009.23850690015 58992.20468749991 17.07740704417176 17.07740704417176 17.2380937075794 3.8387737407691893 0.7089245371945454 0.20057845292697163 167.80737187306602 64.8860922259629 0.0025890703400066606 20.743699330456256 21.415477911887166 20.91637515304923 0.6000000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.7089245371945454 0.20057845292697163 167.80737187306602 64.8860922259629 0.0025890703400066606 20.743699330456256 21.415477911887166 20.91637515304923 0.6000000000000001 False False 0.3 0.7 1.5 0.02 8 3 17.033819400239736 0.20057845292697163 0.7089245371945454 0.4991027588379353 0.2829334328315515 4.338070867715405 3.678281445469832 False 0.03 Inputed -18.39670374604593 -18.557390409453568 """""" """""" """"""
-0.002076310843233003 0.46407853294291734 -26.53698036690796 16.504952941694082 3333.9814951582434 476.0192763197156 84 24 24 74.01076389988884 61 True True 2018imf 190.67245791666 13.265231 SNIIP 0.0036 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 190.67245791666 13.265231 TNS 2018imf ZTF18acqsqrg 2018imf SNIIP 0.0036 0.9175418588781312 1.1163007652352235 0.9657568896117681 1.0149438625358123 1.1163007652352235 1.2217501930977122 343.20606246663095 343.20606246663095 -269.1952985667421 -269.1952985667421 58448.51343750022 58448.51343750022 16.39587076012231 17.74886091006314 16.39587076012231 1.532543697391362 5.08590128019217 11.123044389513682 190.6697804522605 13.26689086121235 0.006209679870407325 15.701866970112324 15.82753948510766 15.489011540613173 0.9899999999999999 """""" """""" """""" """""" 5 False True all False False 0 0.7 6.096113976857012 190.671174811211 13.2640874085675 0.08909143487282867 21.57906967591047 22.569409117496015 22.18844836233139 0.13999999999999999 False False 0.3 0.7 1.5 0.02 8 3 0.0 11.123044389513682 5.08590128019217 0.3385279444944871 2.1870350556811045 -1.9213214249554795 -0.906859219509137 False 0.0036 Inputed -14.620160406019199 -13.26717025607837 """""" """""" """"""
-0.18421015266901994 0.31160981918709435 -4.163433055915369 18.78309450231857 4968.583133868676 154.17333915569841 32 11 11 24.999236200004816 38 True True 2021tsj 239.19183749999996 28.75829166666667 SNIa 0.077 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 239.19183749999996 28.75829166666667 TNS 2021tsj ZTF21abmspkq 2021tsj SNIa 0.077 0.12313700671437644 0.5645264947291757 0.2228376296858272 0.3293999703563273 0.5645264947291757 0.8315651045463675 10.177574415563258 10.177574415563258 14.821661784441558 14.821661784441558 59419.20440969989 59411.19314809982 18.57384904014158 18.57384904014158 18.657077988863776 1.9204849940407682 1.4962189179790912 1.3318862995309042 239.192227747525 28.7581508299679 0.000314169276162346 15.7886922074008 17.089057928390503 16.201115092898608 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.4962189179790912 1.3318862995309042 239.192227747525 28.7581508299679 0.000314169276162346 15.7886922074008 17.089057928390503 16.201115092898608 0.975 False False 0.3 0.7 1.5 0.02 8 3 8.011261600069702 1.3318862995309042 1.4962189179790912 0.887942835491895 0.8901680653322126 -1.484791111751079 -2.4559628959651683 False 0.077 Inputed -19.0484299640638 -19.131658912785994 """""" """""" """"""
-0.15661039869297422 0.23859430536723733 -7.8686865471883785 18.993889157560943 5038.056542059707 85.09186180932065 44 27 27 38.0225232001394 61 True True 2021vhu 8.637616666666666 37.13364166666667 SNIa 0.083 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 8.637616666666666 37.13364166666667 TNS 2021vhu ZTF21abrmefg 2021vhu SNIa 0.083 0.20187752498346612 1.1408285727556304 0.39758943675273883 0.6177138471508705 1.1408285727556304 1.7934851943989685 13.383107797982536 13.383107797982536 24.639415402156867 24.639415402156867 59446.469421300106 59434.367662000004 18.68609639203837 18.68609639203837 18.719154190997692 1.0620053244018124 2.1322590386150195 3.1185366057807133 8.63846658849932 37.1341813808783 0.0022077755947140787 17.097676214914323 17.862821932775972 17.439694535977843 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.1322590386150195 3.1185366057807133 8.63846658849932 37.1341813808783 0.0022077755947140787 17.097676214914323 17.862821932775972 17.439694535977843 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.101759300101548 3.1185366057807133 2.1322590386150195 0.4231273967981295 1.4625505387967859 -0.8232744592623966 -1.2794596550198492 False 0.083 Inputed -19.152139289140646 -19.18519708809997 """""" """""" """"""
-0.06539800257363616 0.4201109580171782 -7.888017667265762 18.639596062133293 3768.6555254652676 192.72804347984282 25 25 25 35.017916600219905 58 True True 2021sul 48.30620833333333 -13.781169444444446 SNII 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 48.30620833333333 -13.781169444444446 TNS 2021sul ZTF21abtcgdo 2021sul SNII 0.03 0.6251001994095695 1.0824330683622456 0.7310333925693051 0.8424110799390192 1.0824330683622456 1.3471546546526945 8.386563513340677 8.386563513340677 26.63135308687923 26.63135308687923 59442.45700229984 59439.44332179986 18.438431883491564 19.172521872947875 18.438431883491564 0.3171437221563657 0.9480919710559841 0.052604776588891816 48.3062224526139 -13.781164396493399 0.017744985299871008 22.546795210860967 21.839375525734425 22.667201286097765 0.19999999999999998 """""" """""" """""" """""" 0 False True all False False 0 0.9480919710559841 0.052604776588891816 48.3062224526139 -13.781164396493399 0.017744985299871008 22.546795210860967 21.839375525734425 22.667201286097765 0.19999999999999998 False False 0.3 0.7 1.5 0.02 8 3 3.0136804999783635 0.052604776588891816 0.9480919710559841 -0.8278257603633392 0.055484887748074335 2.66685365278655 4.228769402606201 False 0.03 Inputed -17.196365570133764 -16.462275580677453 """""" """""" """"""
-0.150379944225444 0.4819685083585676 -6.538531396523126 18.926440020708498 4727.128865142822 159.61496163350603 72 17 17 21.01454859972 30 True True 2021duv 176.4777125 22.454427777777777 SNII 0.0227 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 176.4777125 22.454427777777777 TNS 2021duv ZTF21aanhvpo 2021duv SNII 0.0227 0.22111304653134312 0.6735173446587623 0.3238121654617814 0.4332218647067698 0.6735173446587623 0.9448976072240249 8.273397698661283 8.273397698661283 12.741150901058719 12.741150901058719 59280.29758099979 59270.33920140006 18.695736040452108 18.998980516495955 18.695736040452108 2.401198420993854 5.100467161536377 6.042381071648575 176.4763414810005 22.4555285484598 0.0023808312517406005 15.069499972723722 16.159169179201125 16.058385677245855 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 5.516045867506063 176.478606212713 22.4531372210971 0.1228861016529359 22.275381639351846 25.025592682724 21.718405558273794 0.3499999999999999 False False 0.3 0.7 1.5 0.02 8 3 9.958379599731416 6.042381071648575 5.100467161536377 0.10078350195527008 1.184672085964077 -2.8398113372948295 -2.6373503632062523 False 0.0227 Inputed -16.32962178052537 -16.02637730448152 """""" """""" """"""
-0.12301043583742213 0.40711498120118506 -7.634123542080089 19.571025150036196 5819.92720506246 192.1033347391275 27 14 14 20.961805599741638 39 True True 2021hca 170.19520416666666 14.204455555555555 SNIa 0.13 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 170.19520416666666 14.204455555555555 TNS 2021hca ZTF21aarerya 2021hca SNIa 0.13 -0.077139555059901 0.21956898777199996 -0.008992612290423807 0.06306578079071556 0.21956898777199996 0.3937282858978186 4.684071331456289 4.684071331456289 16.27773426828535 16.27773426828535 59307.27726850007 59302.264629600104 19.244187967157423 19.244187967157423 19.3777923515558 0.3877073002248776 0.35823790040500864 0.20912731511900656 170.195157503561 14.2044191108137 0.0005198755283486456 20.344487469337583 21.083858420426846 20.604495898370743 0.145 """""" """""" """""" """""" 0 False True all False False 0 0.35823790040500864 0.20912731511900656 170.195157503561 14.2044191108137 0.0005198755283486456 20.344487469337583 21.083858420426846 20.604495898370743 0.145 False False 0.3 0.7 1.5 0.02 8 3 5.012638899963349 0.20912731511900656 0.35823790040500864 0.4793625220561033 0.5837665832749022 1.8396704532694237 1.2267035468149423 False 0.13 Inputed -19.488690904266594 -19.622295288664972 """""" """""" """"""
-0.1053320357727207 0.3237435637065402 -7.132622057526082 18.82119365329483 5091.8446598356095 122.59451324330581 80 65 65 63.809004600159824 56 True False 2019osn 356.14517916666 48.358750305555 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 356.14517916666 48.358750305555 TNS 2019osn ZTF19abnagzk 2019osn SNIa 0.09 0.13308326243211965 0.7116995359321656 0.2604366344947451 0.3988391457477931 0.7116995359321656 1.0780713115541616 19.632179135132397 19.632179135132397 44.17682546502743 44.17682546502743 58712.46837959997 58696.41070599994 18.38039857765589 18.38039857765589 18.52142710573542 0.701878239068384 0.7 0.7358894855032497 356.145014 48.35892276 0.004112115346698086 21.091918841981887 21.8862647482872 21.26423356246948 0.9 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.7358894855032497 356.145014 48.35892276 0.004112115346698086 21.091918841981887 21.8862647482872 21.26423356246948 0.9 False False 0.3 0.7 1.5 0.02 8 3 16.05767360003665 0.7358894855032497 0.7 0.6220311858177183 1.0512706935760712 3.505866170631311 2.742806456734062 False 0.09 Inputed -19.528957539443816 -19.669986067523347 """""" """""" """"""
-0.16691434155073048 0.3417308663291692 -9.948666331672246 18.999032530102554 5627.268764213409 176.0076623569915 19 8 8 16.019548600073904 51 True False 2021fom 194.80029999999996 -4.204011111111111 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 194.80029999999996 -4.204011111111111 TNS 2021fom ZTF21aaprgdh 2021fom SNIa 0.09 -0.011154585786080418 0.33376567256874523 0.06755955926280066 0.1511379615539461 0.33376567256874523 0.5385788919328043 -3.51583508240876 -3.51583508240876 19.535383682482664 19.535383682482664 59291.29547449993 59291.29547449993 18.778909287523625 18.778909287523625 18.878379625009803 7.542438682234593 0.8398770267747501 0.06961174126689125 194.80028714 -4.20399664 0.0010616290254013006 19.147110771787165 20.17692546659708 19.457686028504373 0.8800000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.8398770267747501 0.06961174126689125 194.80028714 -4.20399664 0.0010616290254013006 19.147110771787165 20.17692546659708 19.457686028504373 0.8800000000000001 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.06961174126689125 0.8398770267747501 0.719239438092707 0.0828832543904796 1.3980161790734549 0.5793064034945701 False 0.09 Inputed -19.172005020169433 -19.27147535765561 """""" """""" """"""
-0.17158282832787145 0.2513683815203078 -8.355431519964139 17.36731952755581 5273.986074315354 133.61543603562723 48 35 35 74.89137730002403 50 True True 2019huh 348.61333291666 8.2633 SNIa 0.04106 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 348.61333291666 8.2633 TNS 2019huh ZTF19abadskf 2019huh SNIa 0.04106 0.08773981619543036 0.5952699171206 0.20052402604956399 0.3223461239980736 0.5952699171206 0.9112252541477375 14.68874153135044 14.68874153135044 60.202635768673595 60.202635768673595 58665.4761458002 58650.479606499895 16.85958987610966 16.85958987610966 17.04086504046915 9.092231699135812 2.729683400994732 7.214235887015203 348.61427328861953 8.26152523349143 0.0017401824190343973 15.368286689219474 16.238157371077538 15.6694380665493 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.729683400994732 7.214235887015203 348.61427328861953 8.26152523349143 0.0017401824190343973 15.368286689219474 16.238157371077538 15.6694380665493 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.996539300307631 7.214235887015203 2.729683400994732 0.568719304528237 2.6428837440950996 -0.6214325050321214 -1.3714269739198492 False 0.04106 Inputed -19.281290204221673 -19.462565368581163 """""" """""" """"""
-0.1618930086300313 0.28311158598307495 -7.663176614326565 19.15657011836004 5478.873859791268 217.10647560130639 35 21 21 52.857766199857 43 True False 2021tpf 329.2399083333333 -18.35086388888889 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 329.2399083333333 -18.35086388888889 TNS 2021tpf ZTF21abmqpja 2021tpf SNIa 0.1 -0.003744964306495291 0.2710979222690746 0.06007408548601845 0.12707696564356397 0.2710979222690746 0.4292831825025658 11.99780334339528 11.99780334339528 40.85996285646171 40.85996285646171 59422.2816319 59410.41539350012 18.60964504461935 18.60964504461935 18.826096465100836 0.7028877574363405 1.5116483922356927 2.483390989643396 329.24063038 -18.3507852 0.004943993331351093 18.950992780148983 19.67389562358856 19.194317747533322 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.5116483922356927 2.483390989643396 329.24063038 -18.3507852 0.004943993331351093 18.950992780148983 19.67389562358856 19.194317747533322 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.866238399874419 2.483390989643396 1.5116483922356927 0.47957787605523805 1.6428363913188295 1.0642505789692116 0.3682212824324864 False 0.1 Inputed -19.457645633370092 -19.67409705385158 """""" """""" """"""
-0.17175658985106088 0.15663318623765898 -11.672357205375878 18.24878635032337 5165.284181885152 108.37373316069083 17 15 15 61.89916669996455 41 True True 2018imq 173.69011499999 77.052803888888 SNIa 0.066 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 173.69011499999 77.052803888888 TNS 2018imq ZTF18acepwhb 2018imq SNIa 0.066 0.1867353741628257 0.8798000624136648 0.3369260494130941 0.5017633896178957 0.8798000624136648 1.330752013861641 14.01836397724189 14.01836397724189 47.88080272272266 47.88080272272266 58447.44559030002 58432.54833329981 17.751755298438702 17.799972803302698 17.751755298438702 11.96081171647835 0.9301773941141852 0.7872536016054709 173.689993847325 77.0525868986102 0.010242202059072558 21.652949400604964 22.170854622631072 21.989651475708484 0.7666666666666666 """""" """""" """""" """""" 0 False True all False False 0 0.9301773941141852 0.7872536016054709 173.689993847325 77.0525868986102 0.010242202059072558 21.652949400604964 22.170854622631072 21.989651475708484 0.7666666666666666 False False 0.3 0.7 1.5 0.02 8 3 14.897257000207901 0.7872536016054709 0.9301773941141852 0.18120314692258788 0.8463478112744056 4.370881819328375 4.237896177269782 False 0.066 Inputed -19.613682578189888 -19.565465073325893 """""" """""" """"""
-0.11327507086366269 0.3777585973471442 -4.402880498982087 19.06514203772919 5624.239529579472 160.93755627986064 23 15 15 39.83809019997716 61 True True 2019cen 174.12606583333 58.899271388888 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 174.12606583333 58.899271388888 TNS 2019cen ZTF19aamsnhu 2019cen SNIa 0.1 -0.04904034187703843 0.3213072697216397 0.03469205688774224 0.12413827169174496 0.3213072697216397 0.5448655851883082 12.356462638648363 12.356462638648363 27.481627561328796 27.481627561328796 58567.49126160005 58559.32604169985 18.64951330378431 18.64951330378431 18.77734733029571 0.9844844497071447 0.7785216170405642 0.28063256991802815 174.12619389057198 58.8993126356615 0.009599394629276059 22.210398875799775 22.654145171337724 21.906243679547906 0.5 """""" """""" """""" """""" 0 False True all False False 0 0.7785216170405642 0.28063256991802815 174.12619389057198 58.8993126356615 0.009599394629276059 22.210398875799775 22.654145171337724 21.906243679547906 0.5 False False 0.3 0.7 1.5 0.02 8 3 8.16521990019828 0.28063256991802815 0.7785216170405642 0.7479014917898184 0.36046856474559014 4.004631867553414 3.1288963492521944 False 0.1 Inputed -19.506394768175216 -19.634228794686617 """""" """""" """"""
-0.23023964706018862 0.15898636138264782 -7.969457466037559 19.31829072580853 4991.909618665483 112.88385839002274 47 31 31 51.02298610005528 41 True True 2021foz 224.8350208333333 38.51595555555556 SNIa 0.075 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 224.8350208333333 38.51595555555556 TNS 2021foz ZTF21aaplnef 2021foz SNIa 0.075 0.1821418103245449 0.840527401514926 0.32562296010321745 0.4825345935533356 0.840527401514926 1.2647648620421563 5.954750914165223 5.954750914165223 45.06823518589005 45.06823518589005 59297.32826389978 59291.39111110009 18.761129691159017 18.761129691159017 18.845860421312466 1.8605196317077628 1.96478542474009 3.3334396293164277 224.8350507010145 38.515029895056756 0.010607777581643774 19.234541178601383 19.785415066432954 19.558224765273334 0.9450000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.96478542474009 3.3334396293164277 224.8350507010145 38.515029895056756 0.010607777581643774 19.234541178601383 19.785415066432954 19.558224765273334 0.9450000000000001 False False 0.3 0.7 1.5 0.02 8 3 5.937152799684554 3.3334396293164277 1.96478542474009 0.22719030115962013 1.6965922015414936 1.0242853752739371 0.7123643439608678 False 0.075 Inputed -18.801541002041 -18.886271732194448 """""" """""" """"""
-0.15292085489867063 0.21702279780949874 -13.559952333758236 15.662701262221868 5367.730444954666 100.2631011765117 19 14 14 58.90540510043502 64 True True 2018ilu 353.33737166666 4.8096507222222 SNIa 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 353.33737166666 4.8096507222222 TNS 2018ilu ZTF18achaqmd 2018ilu SNIa 0.03 0.16990444250936676 0.9225651973088631 0.3310675053859349 0.5092989182112255 0.9225651973088631 1.4223627715905032 20.364984613188888 20.364984613188888 38.54042048724613 38.54042048724613 58456.163587999996 58432.229131899774 15.346450275024791 16.103444759286454 15.346450275024791 5.291581423290363 1.2361165757455683 5.289487727908379 353.336490022407 4.81082843951285 0.01091836392226242 18.94389153819084 19.600695111854076 19.03810165512562 0.9916666666666667 """""" """""" """""" """""" 2 False True all False False 0 0.7 4.146852353998143 353.33711957 4.8107749 0.8251172832829153 26.37188777360916 22.0869915225029 23.422927434301375 0.9 False False 0.3 0.7 1.5 0.02 8 3 23.934456100221723 5.289487727908379 1.2361165757455683 0.5625934567284574 4.279117222190799 3.4972503525676224 3.6916513801008275 False 0.03 Inputed -20.288347178600535 -19.531352694338874 """""" """""" """"""
-0.2248807644490151 0.15761809451732145 -12.60733371919243 18.461503317042638 5003.284594914403 66.11611676192385 43 25 25 32.94292820012197 44 True True 2021jzw 198.85353333333333 1.1286611111111111 SNIa 0.047 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 198.85353333333333 1.1286611111111111 TNS 2021jzw ZTF21aawckpe 2021jzw SNIa 0.047 0.37585610845338735 1.809009723367037 0.6604957379033607 0.9902194661757022 1.809009723367037 2.8892572509887557 8.627133917726196 8.627133917726196 24.31579428239577 24.31579428239577 59334.330578700174 59321.31193289999 18.055741146278702 18.108918618865232 18.055741146278702 2.5344911994395765 1.8281505689498225 0.1661083655101624 198.85348723375301 1.128658951307395 0.0004924581876352141 16.08811128122091 16.83809563071966 16.338728172645567 0.985 """""" """""" """""" """""" 0 False True all False False 0 1.8281505689498225 0.1661083655101624 198.85348723375301 1.128658951307395 0.0004924581876352141 16.08811128122091 16.83809563071966 16.338728172645567 0.985 False False 0.3 0.7 1.5 0.02 8 3 13.018645800184458 0.1661083655101624 1.8281505689498225 0.49936745807409366 0.0908614248363487 -1.2708229881455715 -1.7170129736331354 False 0.047 Inputed -18.562895156316014 -18.509717683729484 """""" """""" """"""
-0.059023191510140696 0.49411538310707026 -5.013607340743535 18.577400457839616 4986.321791399578 376.1977422008061 195 87 87 74.80019679991528 42 True True 2020rno 19.7158125 18.669325 SNIIn 0.064 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 19.7158125 18.669325 TNS 2020rno ZTF20abtjjhb 2020rno SNIIn 0.064 0.09774638580429951 0.26181328133187165 0.13708382942864006 0.17752557329906438 0.26181328133187165 0.35079663735861644 33.930871349602725 33.930871349602725 40.86932545031256 40.86932545031256 59102.47652779985 59075.47627309989 18.155090464548863 18.155090464548863 18.314549646955385 0.8234617516632821 2.086734039539744 1.182616215735461 19.715971108928052 18.669032876502 0.003150146151815414 18.085025688323974 18.703750315401557 18.647001484971046 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.086734039539744 1.182616215735461 19.715971108928052 18.669032876502 0.003150146151815414 18.085025688323974 18.703750315401557 18.647001484971046 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 27.00025469996035 1.182616215735461 2.086734039539744 0.05674883043051082 0.566730686962054 0.5486598508526939 0.33245183801566114 False 0.064 Inputed -18.983082236721184 -19.142541419127706 """""" """""" """"""
-0.17424991038008697 0.23838739970848377 -7.288980303878244 18.518636861275755 5838.495002133505 176.68829661932335 61 44 44 53.003634199965745 51 True False 2020uhi 90.22410416666666 54.69060833333333 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 90.22410416666666 54.69060833333333 TNS 2020uhi ZTF20acezpem 2020uhi SNIa 0.07 -0.07926491319608431 0.24594803295546086 -0.005123278012270305 0.07365256926569685 0.24594803295546086 0.43938204186285645 14.913526884469015 14.913526884469015 38.09010731549673 38.09010731549673 59131.38087960007 59117.40711810021 17.893102371711763 17.893102371711763 18.098536751513336 1.1877862607307677 1.0002996379493878 0.6285185152280807 90.2240623 54.69043543 0.0028715810806748676 19.87613912911415 20.681913226509096 20.12080888147354 0.7875 """""" """""" """""" """""" 0 False True all False False 0 1.0002996379493878 0.6285185152280807 90.2240623 54.69043543 0.0028715810806748676 19.87613912911415 20.681913226509096 20.12080888147354 0.7875 False False 0.3 0.7 1.5 0.02 8 3 13.973761499859393 0.6285185152280807 1.0002996379493878 0.561104345035556 0.6283302436423374 2.788810854797333 2.0222721299602036 False 0.07 Inputed -19.39662920007746 -19.602063579879033 """""" """""" """"""
-0.1396672959866785 0.44605737802045475 -3.5250058947632974 18.18537470466017 5582.238265362417 149.63346566862901 28 14 14 26.04208330018446 34 True False 2020bhs 32.12120833333333 11.23486111111111 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 32.12120833333333 11.23486111111111 TNS 2020bhs ZTF20aahtjat 2020bhs SNIa 0.06 -0.04421481555376516 0.3597052209177214 0.04642976609668281 0.14372742975530883 0.3597052209177214 0.606745802432421 13.26424171513155 13.26424171513155 12.777841585052908 12.777841585052908 58885.12011570018 58874.11108799977 17.849977421082162 17.849977421082162 18.061658956870453 0.8986100154321621 2.47427249383701 8.489101286754941 32.11935423 11.23336 0.0037546361440697895 16.164238501858712 16.9688640581131 16.580292358493804 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.47427249383701 8.489101286754941 32.11935423 11.23336 0.0037546361440697895 16.164238501858712 16.9688640581131 16.580292358493804 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.009027700405568 8.489101286754941 2.47427249383701 0.3885716996192947 3.430948413281012 -0.8811133629690637 -1.481366598376649 False 0.06 Inputed -19.093842024327348 -19.30552356011564 """""" """""" """"""
-0.01978816377922535 0.35158366540131947 -8.770352990284033 18.156429976666928 3499.3979118219795 191.4206772125359 8 8 8 30.053877300117165 53 True False 2018ktp 195.92158291666 -11.598419 SNII 0.02 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 195.92158291666 -11.598419 TNS 2018ktp ZTF18acrygtk 2018ktp SNII 0.02 0.7885755666914207 1.2853542846274344 0.9036913378920488 1.024688236057223 1.2853542846274344 1.572760238687156 49.14299756903101 49.14299756903101 -19.089120268913845 -19.089120268913845 58480.57741900021 58475.48895830009 17.948692910752147 19.062972838691664 17.948692910752147 2.5834486803338983 3.411436933634716 17.149391075885724 195.91735598 -11.59606356 0.007778248184666436 15.46619265434742 21.003965768766403 20.688806968140604 1.0 """""" """""" """""" """""" 5 False True all False False 0 0.7 1.173505282645419 195.9213498 -11.59818638 0.009482806401519106 21.815796547615527 21.024406218647957 20.782943798732756 0.5 False False 0.3 0.7 1.5 0.02 8 3 5.088460700120777 17.149391075885724 3.411436933634716 0.3151588006257988 5.027028612724171 1.9409929300747386 2.740114057388457 False 0.02 Inputed -16.800201857733946 -15.685921929794427 """""" """""" """"""
-0.16811398020971688 0.3247986217257192 -2.41523670807242 19.286677094841366 5088.137136176711 196.6154280545811 19 8 8 30.944050999823958 36 True False 2021akb 170.90477499999997 -5.532563888888888 SNIa 0.097 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 170.90477499999997 -5.532563888888888 TNS 2021akb ZTF21aadahyi 2021akb SNIa 0.097 0.06706959020325698 0.3902624209713075 0.14162652289048694 0.2202359809423946 0.3902624209713075 0.5785167348976152 10.260409660995965 10.260409660995965 20.683641338827993 20.683641338827993 59230.44239579979 59224.45596060017 19.02799455390987 19.149519833308695 19.02799455390987 2.0529202521559182 1.1988529495535696 0.8082187141744407 170.9045622 -5.53248946 0.00029841517440742926 16.400410543358326 17.499611798477172 16.732460840010642 0.9 """""" """""" """""" """""" 0 False True all False False 0 1.1988529495535696 0.8082187141744407 170.9045622 -5.53248946 0.00029841517440742926 16.400410543358326 17.499611798477172 16.732460840010642 0.9 False False 0.3 0.7 1.5 0.02 8 3 5.986435199622065 0.8082187141744407 1.1988529495535696 0.7671509584665301 0.6741600080939086 -1.6499080348315225 -2.2955337138992284 False 0.097 Inputed -19.18824747100466 -19.066722191605837 """""" """""" """"""
-0.16039903661837207 0.18081485079588033 -7.205172677307697 18.384785061959697 5316.258987870491 112.96899222984206 45 32 32 71.8562963004224 88 True True 2021csf 247.411175 15.652888888888889 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 247.411175 15.652888888888889 TNS 2021csf ZTF21aakijia 2021csf SNIa 0.05 0.07801367222597122 0.6916084277080117 0.21143467121623516 0.35756768280410256 0.6916084277080117 1.088203015535104 17.42710194786205 17.42710194786205 54.42919435256035 54.42919435256035 59270.4250115999 59256.45540509978 17.890001076388767 17.890001076388767 17.976059293373854 2.229558184516553 4.187758049885328 41.97795692364904 247.4005158299325 15.658422806089199 0.006164374831296171 12.944892976406813 14.131196359107495 13.350642198467256 0.4750000000000001 """""" """""" """""" """""" 56 True True all False False 0 1.7464153247934482 1.3571025858708445 247.4114067550685 15.653192711543099 0.0021119380811552846 17.94334409194827 18.53902468098879 18.020579637486932 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.96960650011897 41.97795692364904 4.187758049885328 0.7805541606402393 10.02396901244056 -3.758804717281272 -4.625417094906599 False 0.05 Inputed -18.77847933780142 -18.86453755478651 """""" """""" """"""
-0.009954708537586877 0.04762784666801771 0.8027618962806939 17.9156082965815 4750.0116734039075 176.61670174169845 271 121 121 74.7714120997116 98 True False 2020uim 28.188758333333332 36.623155555555556 SNII 0.018489 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 28.188758333333332 36.623155555555556 TNS 2020uim ZTF20acfdmex 2020uim SNII 0.018489 0.1432451066182452 0.5271636162431896 0.23111565861482575 0.32423540473299894 0.5271636162431896 0.7540349371795543 319.607472639415 319.607472639415 -244.8360605397034 -244.8360605397034 59131.43489579996 59118.44905090006 17.735670863501554 17.779065829338656 17.735670863501554 3.7882795303744277 8.432990986642052 4.290675483522215 28.19005275 36.62257138 0.0012520040590163761 13.212725643968582 14.30214576997757 13.417897754335403 1.0 """""" """""" """""" """""" 0 False True all False False 0 8.432990986642052 4.290675483522215 28.19005275 36.62257138 0.0012520040590163761 13.212725643968582 14.30214576997757 13.417897754335403 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.985844899900258 4.290675483522215 8.432990986642052 0.8842480156421662 0.5087964033542418 -3.4769200593610865 -4.317773109166151 False 0.018489 Inputed -16.841806391607314 -16.79841142577021 """""" """""" """"""
-0.15878444298706057 0.27680464321030146 -10.461388460519862 19.56047944086218 4634.42123673063 237.0866764070246 62 34 34 38.999050999991596 41 True True 2018lpi 240.93507541666 54.304103194444 SNIa 0.06658 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 240.93507541666 54.304103194444 TNS 2018lpi ZTF18abealop 2018lpi SNIa 0.06658 0.2580024215000982 0.5568348496773758 0.3280387340054922 0.40112205052905026 0.5568348496773758 0.725991973192663 11.685546167104022 11.685546167104022 27.313504832887574 27.313504832887574 58319.24344909983 58305.18574069999 19.18484127826612 19.361940537687868 19.18484127826612 0.8273297048403703 2.491844872406631 2.6653187544105355 240.9342329184875 54.30354958375595 0.002030718698418532 16.810064130787552 17.580077899413407 17.15870357640803 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.491844872406631 2.6653187544105355 240.9342329184875 54.30354958375595 0.002030718698418532 16.810064130787552 17.580077899413407 17.15870357640803 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.057708399835974 2.6653187544105355 2.491844872406631 0.42137432300537725 1.0696166458533845 -1.7818626382744611 -2.02613770185809 False 0.06658 Inputed -18.199880942519023 -18.02278168309728 """""" """""" """"""
-0.13234258841395594 0.4326808193048086 -2.6325728270849775 17.693340831728193 5763.7169049964195 92.48590481211151 20 12 12 30.968935099896044 24 True False 2019cex 151.06480833333 -8.036587555555 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 151.06480833333 -8.036587555555 TNS 2019cex ZTF19aanjlwx 2019cex SNIa 0.05 -0.079135654939126 0.6155091459645128 0.06654783065594927 0.22984398674041984 0.6155091459645128 1.0918569161073108 8.708691273830121 8.708691273830121 22.260243826065924 22.260243826065924 58573.22385419998 58568.212789400015 17.441894517519867 17.441894517519867 17.57828523133338 0.5951150192017659 0.5956842842879226 2.0394219014471755 151.06500425 -8.0360553 0.011391645016372465 21.38220122411251 22.807529498147964 21.480165409350395 0.9166666666666666 """""" """""" """""" """""" 0 False True all False False 0 0.5956842842879226 2.0394219014471755 151.06500425 -8.0360553 0.011391645016372465 21.38220122411251 22.807529498147964 21.480165409350395 0.9166666666666666 False False 0.3 0.7 1.5 0.02 8 3 5.011064799968153 2.0394219014471755 0.5956842842879226 1.3273640887975695 3.4236624252813517 5.365634980628098 3.9018801780170165 False 0.05 Inputed -19.176253399841897 -19.31264411365541 """""" """""" """"""
-0.15890417292579503 0.1173755193065921 -16.527628661674427 19.095039985937554 4423.571129240407 124.19598470033378 19 15 15 59.93631949974224 76 True True 2019oqp 249.63834958333 45.631160166666 SNIc-BL 0.030821 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 249.63834958333 45.631160166666 TNS 2019oqp ZTF19abqshry 2019oqp SNIc-BL 0.030821 0.49399918250480823 1.1977332801396976 0.6500090584577265 0.8187300439205885 1.1977332801396976 1.6385709520239544 18.973176629238697 18.973176629238697 40.963142870503546 40.963142870503546 58737.18222220009 58715.163611100055 18.447270530993517 18.878521357950905 18.447270530993517 2.788212468531822 5.919640563673186 7.566260873302383 249.63941045811902 45.62919370862605 0.0032097771993589985 15.01626753081888 15.777827507167459 15.266504718222619 0.9949999999999999 """""" """""" """""" """""" 2 False True all False False 0 0.7 4.616024521963706 249.636834963324 45.6304374433336 0.060363348265411454 21.730454029419423 22.38062216280222 22.13414187851906 0.037500000000000006 False False 0.3 0.7 1.5 0.02 8 3 22.01861110003665 7.566260873302383 5.919640563673186 0.51132278894484 1.278162211356876 -3.100693850783447 -3.1807658127708986 False 0.030821 Inputed -17.24659549791391 -16.81534467095652 """""" """""" """"""
-0.022993166970444498 0.21501799743252176 -22.08053618503337 18.395621542198203 4869.585238635784 166.6578254828998 68 48 48 74.97987269982696 40 True False 2021dvl 117.48382916666665 71.26169722222222 SNII 0.034 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 117.48382916666665 71.26169722222222 TNS 2021dvl ZTF21aamzuxi 2021dvl SNII 0.034 0.322432662704486 0.7805704648131702 0.42699307288533817 0.5379952971068214 0.7805704648131702 1.0528404489061813 66.7428063439524 66.7428063439524 8.23706635587456 8.23706635587456 59291.21217590012 59269.236238399986 18.072385956210212 18.195276357981445 18.072385956210212 2.426262474038237 2.0049601864870557 2.3805725531327884 117.48512065 71.2611823 0.0007783137471407686 16.053067916738986 16.956880435991287 16.38664025249481 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.0049601864870557 2.3805725531327884 117.48512065 71.2611823 0.0007783137471407686 16.053067916738986 16.956880435991287 16.38664025249481 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 21.975937500130385 2.3805725531327884 2.0049601864870557 0.5702401834964768 1.1873415587886826 -1.2383959219901577 -1.6857457037154013 False 0.034 Inputed -17.83634108107382 -17.713450679302586 """""" """""" """"""
-0.197867809463053 0.25086953268943013 -8.541159508776236 17.840275552687373 3597.81375512172 265.6222539550442 38 30 30 67.8600348001346 59 True False 2020rlg 61.161783333333325 33.80852222222222 SNIc 0.017445 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 61.161783333333325 33.80852222222222 TNS 2020rlg ZTF20abtkjfw 2020rlg SNIc 0.017445 0.7013710175203371 1.0358961404334686 0.7805322518150319 0.8626133746429261 1.0358961404334686 1.2219749893863572 10.430431727915664 10.430431727915664 57.42960307221894 57.42960307221894 59089.46648149984 59077.48350689979 17.39966742621809 18.030832817068646 17.39966742621809 3.809326268475031 4.347875226492338 12.458196624585309 61.16593454 33.80880253 0.0010879922308713041 13.385343398237229 23.64 13.703020362854003 1.0 """""" """""" """""" """""" 3 False True all False False 0 2.120852180681767 6.771839621215872 61.16399331 33.8089303 0.005230563847275271 17.145777415895463 21.198689021778108 13.674331849956513 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.982974600046873 12.458196624585309 4.347875226492338 9.936979637145997 2.865352839169674 5.609167182931355 -3.6966470633640878 False 0.017445 Inputed -17.05101909133161 -16.419853700481056 """""" """""" """"""
-0.12957899273974316 0.37861543050587376 -4.200021832674097 19.027626358542147 5171.353183497927 122.17434328729762 35 14 14 30.969247699715197 59 True False 2020aajp 110.35250416666665 50.131175 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 110.35250416666665 50.131175 TNS 2020aajp ZTF20acrhrcy 2020aajp SNIa 0.1 0.07547348112723284 0.6339454755393277 0.1981835800236169 0.3316917229711649 0.6339454755393277 0.9884784573181804 11.242865803932855 11.242865803932855 19.726381895782342 19.726381895782342 59179.360173599795 59171.4125926001 18.74718718969846 18.83796346637571 18.74718718969846 1.0127887782655656 2.8319935670389227 5.235058903646686 110.35032214 50.1315727 0.001221073407235651 15.321720388317107 16.6338539288044 15.749271920537948 0.9700000000000001 """""" """""" """""" """""" 1 False True all False False 0 1.8572604522111507 5.148036075945026 110.35439526 50.13193355 0.010698705080642412 18.696788421940802 23.843728739070894 22.491360679984094 0.95 False False 0.3 0.7 1.5 0.02 8 3 7.947580999694765 5.235058903646686 2.8319935670389227 0.8845820082664506 1.8485419474735465 -2.2041095375713127 -2.9979152691605133 False 0.1 Inputed -19.536554908772466 -19.445778632095216 """""" """""" """"""
-0.2200885914263197 0.21883723499392155 -6.563090577910815 17.98026504872957 5749.060932755947 113.42239844300565 49 38 38 63.95399300009012 52 True True 2021mqv 322.8866666666666 11.148988888888889 SNIa 0.049 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 322.8866666666666 11.148988888888889 TNS 2021mqv ZTF21abbliav 2021mqv SNIa 0.049 -0.0378400934769445 0.5228199581325867 0.08375634797192788 0.21717069258204802 0.5228199581325867 0.8864870118084838 13.334354346852507 13.334354346852507 50.619638653237615 50.619638653237615 59359.45326389978 59346.45952549996 17.398027853859258 17.398027853859258 17.53313372940798 3.5775381513395943 0.8715578260714747 0.17633168619804634 322.88663557258 11.14902720921425 0.00044310757803489587 17.888215637454984 18.780023592896463 18.205097501482964 0.99 """""" """""" """""" """""" 0 False True all False False 0 0.8715578260714747 0.17633168619804634 322.88663557258 11.14902720921425 0.00044310757803489587 17.888215637454984 18.780023592896463 18.205097501482964 0.99 False False 0.3 0.7 1.5 0.02 8 3 12.99373839981854 0.17633168619804634 0.8715578260714747 0.5749260914134986 0.2023178278288855 1.3819957390372046 0.6719637720749851 False 0.049 Inputed -19.17702269357034 -19.31212856911906 """""" """""" """"""
-0.1636320561736014 0.2849198184799602 -6.791144628852377 18.325365254656795 5285.472121493415 175.761899495593 43 28 28 47.98863429995254 41 True True 2021jtk 151.8057083333333 14.77303888888889 SNIa 0.054 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 151.8057083333333 14.77303888888889 TNS 2021jtk ZTF21aaufthj 2021jtk SNIa 0.054 0.05048115508511586 0.41228125323021914 0.13312980022316623 0.22082780437359162 0.41228125323021914 0.6267677358373014 15.864810487219394 15.864810487219394 32.12382381273314 32.12382381273314 59328.19031250011 59313.20734950015 17.964162267566536 17.964162267566536 18.023093248902416 0.991373381155239 2.2349180911288573 2.237112214541468 151.80525634134898 14.7734806466968 0.005242227772698005 18.383553481549026 19.293538561842443 18.49626464722037 0.8699999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.2349180911288573 2.237112214541468 151.80525634134898 14.7734806466968 0.005242227772698005 18.383553481549026 19.293538561842443 18.49626464722037 0.8699999999999999 False False 0.3 0.7 1.5 0.02 8 3 14.982962999958545 2.237112214541468 2.2349180911288573 0.7972739146220711 1.0009817466784665 1.3293762942759066 0.4731713983179553 False 0.054 Inputed -18.900601775704363 -18.959532757040243 """""" """""" """"""
-0.19428743730481593 0.23530088810957522 -3.548333935310598 17.266230491071816 5646.513176746228 134.3627149291715 28 11 11 49.765208300203085 94 True False 2019vsm 86.27452083333333 15.510361111111111 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 86.27452083333333 15.510361111111111 TNS 2019vsm ZTF19acuymeu 2019vsm SNIa 0.04 -0.05541044059949485 0.397765245698249 0.04502252034983556 0.1537006856654628 0.397765245698249 0.6810159245324563 12.708771136183454 12.708771136183454 37.05643716401963 37.05643716401963 58820.23226850014 58811.422326399945 16.86112374038343 16.86112374038343 16.8978476450232 5.062745228627651 3.9612312786947523 11.705042013875605 86.27205404 15.51257961 0.0017706829734007723 14.216871642875672 15.037125994682313 14.174863436698914 0.9400000000000001 """""" """""" """""" """""" 2 False True all False False 0 0.8588353616543518 2.0071915782000302 86.27413538 15.50994528 0.005257979704562876 20.06586852684021 20.339336928749084 15.594225034713745 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.809942100197077 11.705042013875605 3.9612312786947523 0.8622625579833993 2.954899926401793 -1.8239977457011172 -2.722984208324288 False 0.04 Inputed -19.366957242458216 -19.403681147097988 """""" """""" """"""
-0.13833872271903008 0.36850596462189233 -6.047668861644822 18.37072241428983 5974.156071472204 194.26966577900777 24 9 9 17.998865799978375 35 True True 2020advm 358.2596916666666 -10.837447222222222 SNIa 0.076369 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 358.2596916666666 -10.837447222222222 TNS 2020advm ZTF20adaghdo 2020advm SNIa 0.076369 -0.12055057030747207 0.16186715030544718 -0.05568017856172247 0.012909732909765381 0.16186715030544718 0.327605223492629 8.160840798568211 8.160840798568211 9.838025001410164 9.838025001410164 59218.10247689998 59211.11030089995 18.000446573312335 18.000446573312335 18.138222954203233 0.37751526324011925 1.9870176422424541 4.738714271978549 358.2584281623805 -10.83788616252155 0.0008791025807306507 15.470295001547337 16.530465156855584 15.804627749454975 0.9199999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.9870176422424541 4.738714271978549 358.2584281623805 -10.83788616252155 0.0008791025807306507 15.470295001547337 16.530465156855584 15.804627749454975 0.9199999999999999 False False 0.3 0.7 1.5 0.02 8 3 6.992176000028849 4.738714271978549 1.9870176422424541 0.7258374074006095 2.3848375430782083 -1.4699814164567506 -2.333595204748258 False 0.076369 Inputed -19.549114781607813 -19.68689116249871 """""" """""" """"""
-0.1794684651316672 0.1806022846738989 -10.179801447830036 17.98942983110552 5628.438946892835 114.47706341160466 75 52 52 68.98188659967855 39 True True 2021fco 159.97395833333331 21.844488888888886 SNIa 0.056 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 159.97395833333331 21.844488888888886 TNS 2021fco ZTF21aaossxf 2021fco SNIa 0.056 0.032860954163709266 0.6177429474095533 0.16012702456482586 0.29946249954564763 0.6177429474095533 0.9952033544483783 14.428773587730637 14.428773587730637 54.55311301194791 54.55311301194791 59296.31723379996 59281.24491900019 17.37095139894828 17.37095139894828 17.539711377238053 3.4997709502480125 4.976543055835131 15.660824666308995 159.96929869724949 21.84495622233215 0.0027281551430311524 14.06991789403677 15.019927717162371 14.419469696619512 0.9949999999999999 """""" """""" """""" """""" 5 False True all False False 0 0.7 8.152608966175247 159.97611667594 21.8434329705115 0.6599595619271351 24.064429358620643 25.170538986735345 24.202694403898715 0.5 False False 0.3 0.7 1.5 0.02 8 3 15.072314799763262 15.660824666308995 4.976543055835131 0.6004580205428596 3.1469283980063745 -2.3510236817859074 -3.120241680618541 False 0.056 Inputed -19.46396618755255 -19.632726165842325 """""" """""" """"""
-0.14388801049624836 0.35841508449692194 -7.045660158640463 18.966940763897732 5752.5665072617185 227.24791700320586 14 7 7 18.004988399799913 32 True True 2019ard 130.901595 47.2535595 SNIa 0.06912 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 130.901595 47.2535595 TNS 2019ard ZTF19aahuian 2019ard SNIa 0.06912 -0.07343526795271771 0.17380569056548367 -0.01589864452047962 0.044421816241452916 0.17380569056548367 0.31552511528169447 4.09559288879198 4.09559288879198 13.909395511007933 13.909395511007933 58526.22223380022 58522.211967600044 18.709101001766008 18.7093660018678 18.709101001766008 3.551458902948749 1.0638110055699785 2.053136980470146 130.9009041125345 47.2532349220029 0.003548893409771159 19.250989050830604 19.89259607551694 19.52896008195281 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.0638110055699785 2.053136980470146 130.9009041125345 47.2532349220029 0.003548893409771159 19.250989050830604 19.89259607551694 19.52896008195281 0.99 False False 0.3 0.7 1.5 0.02 8 3 4.010266200173646 2.053136980470146 1.0638110055699785 0.3636359935641309 1.9299828350338386 1.183230073649142 0.8198590801868022 False 0.06912 Inputed -18.758164425061583 -18.757899424959792 """""" """""" """"""
-0.00829432841181305 0.13202077462497105 -7.575319808593262 18.336949699790015 4108.158322134775 230.3811346550897 76 46 46 70.81765049975365 55 True True 2021vfh 22.909879166666663 31.989988888888888 SNII 0.025 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 22.909879166666663 31.989988888888888 TNS 2021vfh ZTF21abrluay 2021vfh SNII 0.025 0.44580282142284133 0.7892330821796207 0.5262664006989084 0.6102442407218014 0.7892330821796207 0.9838046150496638 279.3928386669935 279.3928386669935 -208.57518816723984 -208.57518816723984 59477.28447919991 59434.434456000105 18.150444451373495 18.313451430471968 18.150444451373495 1.4330847755671772 2.67176552188757 0.6274701087065718 22.91003662341425 31.989876883900997 0.0011850732947077391 16.230237052778005 16.976983302886488 16.46651397119403 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.67176552188757 0.6274701087065718 22.91003662341425 31.989876883900997 0.0011850732947077391 16.230237052778005 16.976983302886488 16.46651397119403 1.0 False False 0.3 0.7 1.5 0.02 8 3 42.85002319980413 0.6274701087065718 2.67176552188757 0.5104693316924589 0.23485223668253333 -1.33646812758548 -1.6839304801794661 False 0.025 Inputed -17.085740319534246 -16.922733340435773 """""" """""" """"""
-0.19125874345249447 0.17695064978584113 -4.749931218839528 18.380042649214612 5478.23968072566 98.2779375966214 45 37 37 65.95074080023915 44 True True 2019hyj 353.75208208333 23.139272361111 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 353.75208208333 23.139272361111 TNS 2019hyj ZTF19abaejto 2019hyj SNIa 0.06 0.014157611345225973 0.7070105649487672 0.16142953467531385 0.32509024011871546 0.7070105649487672 1.1721289438396134 14.321382207739692 14.321382207739692 51.62935859249946 51.62935859249946 58660.442893499974 58650.42677079979 17.844542016062775 17.844542016062775 17.9657893336987 2.276288468843275 3.7562038990019073 3.210710185568112 353.75305196890895 23.139269913569102 0.0022961526154278156 16.00200393909693 16.731977393107414 16.308226508193016 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.7562038990019073 3.210710185568112 353.75305196890895 23.139269913569102 0.0022961526154278156 16.00200393909693 16.731977393107414 16.308226508193016 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 10.016122700180858 3.210710185568112 3.7562038990019073 0.42375088491439783 0.8547752656402005 -1.112564622955361 -1.6575628255056856 False 0.06 Inputed -19.1897116474991 -19.310958965135026 """""" """""" """"""
-0.15347848417832594 0.43410392554672517 -3.5607898867426893 18.809099587996172 5512.579125485558 138.4549207991463 21 15 15 27.873726800084114 47 True True 2020bec 179.99274999999997 4.921780555555556 SNIa 0.0732 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 179.99274999999997 4.921780555555556 TNS 2020bec ZTF20aaifkyj 2020bec SNIa 0.0732 -0.02480636847036166 0.42359122644438685 0.07499716423756553 0.18269364214539863 0.42359122644438685 0.7018058451263016 11.829184019373645 11.829184019373645 16.04454278071047 16.04454278071047 58883.45980319986 58873.50688660005 18.533544381041434 18.533544381041434 18.649037291072084 1.1236603100503229 2.448759546880186 3.0601241209757197 179.99288918106 4.920941907946125 0.0009396507545975652 15.73834490299344 16.707379183089735 16.093357216615082 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.448759546880186 3.0601241209757197 179.99288918106 4.920941907946125 0.0009396507545975652 15.73834490299344 16.707379183089735 16.093357216615082 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 9.952916599810123 3.0601241209757197 2.448759546880186 0.6140219664746525 1.2496629670620114 -1.826165197951699 -2.555680074457001 False 0.0732 Inputed -18.944745767394597 -19.060238677425247 """""" """""" """"""
-0.19030751790214895 0.43029517304659826 -22.67707430290746 14.887079929126372 7852.085032393716 313.27978026919664 30 11 11 37.01245369995013 65 True False 2021agv 99.21282499999998 -15.526016666666667 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 99.21282499999998 -15.526016666666667 TNS 2021agv ZTF21aaedpyk 2021agv CV 0.0 -0.37082985232697396 -0.2413135237413293 -0.3402189460856775 -0.30845174880499826 -0.2413135237413293 -0.16914234787272164 -18.245910121149503 -18.245910121149503 55.258363821099636 55.258363821099636 59228.27478010021 59228.27478010021 15.379834427164553 15.379834427164553 15.751917160020907 14.8804769106472 1.469432069574438 11.915601598698606 99.20965958 -15.52730254 0.01897119440197126 17.721056485748292 18.967132831382752 18.067180159950258 0.78 """""" """""" """""" """""" 1 False True all False False 0 0.8299149849820677 6.174206556611091 99.21131164 -15.52691959 0.018061353941620673 19.37216650238037 20.722768020820617 19.589354499816896 0.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 11.915601598698606 1.469432069574438 0.8999526714324944 8.10898431129891 3.587298404218199 2.3152629999293506 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.14703907151471607 0.30810750351747596 -5.3971952457402725 19.280485994528274 6430.051229270708 185.6109355003071 19 10 10 28.935104199685156 49 True True 2019mew 9.3584308333333 -9.507408777777 SNIa 0.085 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 9.3584308333333 -9.507408777777 TNS 2019mew ZTF19abisbgx 2019mew SNIa 0.085 -0.20938697333740208 0.0645427960813123 -0.14683853448148199 -0.0804488283441458 0.0645427960813123 0.22700691138630802 11.62704140449334 11.62704140449334 17.308062795191816 17.308062795191816 58699.47957180021 58690.4620949002 18.66346726347512 18.66346726347512 18.93553721245585 5.7022339047654915 2.2264560749896716 0.9923483197071667 9.358246988729729 -9.50720115440115 0.0006302669688366125 15.833038551193475 16.817885259904862 16.19381107728362 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.2264560749896716 0.9923483197071667 9.358246988729729 -9.50720115440115 0.0006302669688366125 15.833038551193475 16.817885259904862 16.19381107728362 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.017476900015026 0.9923483197071667 2.2264560749896716 0.6240741826212428 0.44570756677145323 -1.8455820035702573 -2.741726135172229 False 0.085 Inputed -18.988400403507097 -19.260470352487825 """""" """""" """"""
-0.21170898167945157 0.23395727703720795 -6.702482287130656 18.234163149018215 5462.27656862843 223.94922547480854 14 11 11 33.00013880012557 37 True False 2020dv 37.416037499999995 -27.7513 SNIa 0.074 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 37.416037499999995 -27.7513 TNS 2020dv ZTF20aacexgb 2020dv SNIa 0.074 -0.006896622357075444 0.2581022378605553 0.05477243752364558 0.11942506570485278 0.2581022378605553 0.4100101189001357 9.137212462177 9.137212462177 23.86292633794857 23.86292633794857 58861.10480319988 58852.12649310008 17.756513144348233 17.756513144348233 17.856550317564732 0.8126078307213241 1.9835278627748434 0.3605043082375632 37.41614346 -27.75133514 0.0009800939642342632 16.771369776201247 17.756631171488763 17.123849505257606 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.9835278627748434 0.3605043082375632 37.41614346 -27.75133514 0.0009800939642342632 16.771369776201247 17.756631171488763 17.123849505257606 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.978310099802911 0.3605043082375632 1.9835278627748434 0.632781666231157 0.18174905177950867 0.00011802714053033014 -0.7327008123071259 False 0.074 Inputed -19.761221955894634 -19.861259129111133 """""" """""" """"""
-0.18359311254355268 0.2408400351589319 -9.321475858264517 17.731563512946508 6012.712390943102 74.27873572022965 23 12 12 32.00125000020489 32 True False 2020bpu 71.91388333333333 -14.648377777777778 SNIa 0.04153 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 71.91388333333333 -14.648377777777778 TNS 2020bpu ZTF20aalbjqh 2020bpu SNIa 0.04153 -0.007497458289847714 0.9600640537520917 0.18751268026088042 0.41159813776148013 0.9600640537520917 1.668617893388486 11.43239043596358 11.43239043596358 20.56885956424131 20.56885956424131 58894.170856500044 58881.17121529998 17.280158022972365 17.280158022972365 17.352637548662454 2.9431606450818615 4.729761605360308 6.04965306411197 71.9127657 -14.64966414 0.002227992960934566 15.125238138651849 15.705403274345398 15.316056646513939 1.0 """""" """""" """""" """""" 2 False True all False False 0 0.7 1.4844413492370436 71.91363699 -14.64804129 0.007538193897707712 21.221283809018136 20.05060367498398 16.676983720231057 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.999641200061888 6.04965306411197 4.729761605360308 0.38934662783145946 1.2790608848563974 -1.574754748626967 -2.036580902148515 False 0.04153 Inputed -18.994478505456556 -19.066958031146644 """""" """""" """"""
-0.1843408040785478 0.24946292263227507 -5.6123549822097845 14.944734429576384 5562.648193339471 181.30447208063103 78 37 37 73.00232629990205 77 True True 2019fck 204.05422874999 38.3550605 SNIa 0.02 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 204.05422874999 38.3550605 TNS 2019fck ZTF18aaqkcso 2019fck SNIa 0.02 -0.02985274117850878 0.29897029403463904 0.04536108469985933 0.1251037324103006 0.29897029403463904 0.4934155072259898 13.963479815941364 13.963479815941364 59.03884648396069 59.03884648396069 58628.22689810023 58616.183009299915 14.376266942914135 14.376266942914135 14.601184133454778 31.729964112749833 9.984815321736912 46.15714210282155 204.062320491043 38.3439196327915 0.007819285202033233 12.834713543140442 14.113325092629491 13.195313488226532 0.99 """""" """""" """""" """""" 45 True True all False False 0 2.2937238056029097 0.3012676650620849 204.054171309684 38.3549899710547 0.0015733585363355562 17.01738813097745 18.18292495729625 17.693479304926097 0.99 False False 0.3 0.7 1.5 0.02 8 3 12.043888800311834 46.15714210282155 9.984815321736912 0.9180116044029596 4.622733682648851 -0.2629418502846441 -1.4058706452282461 False 0.02 Inputed -20.147710635031313 -20.372627825571957 """""" """""" """"""
-0.13344724855010354 0.25119449731308646 -3.957929902047463 18.756915568578002 4531.185555401765 179.0363958934651 26 16 16 55.91862270003185 44 True True 2018itr 67.578509583333 -5.703141694444 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 67.578509583333 -5.703141694444 TNS 2018itr ZTF18acmyxfx 2018itr SNIa 0.06 0.25883113738796837 0.6659752400671657 0.35227345072256 0.45111784931820864 0.6659752400671657 0.9054617849396287 16.421477323383797 16.421477323383797 39.49714537664805 39.49714537664805 58447.37767359987 58437.350879599806 18.344176128380397 18.589025578919568 18.344176128380397 0.9225466008472947 1.4525901649447337 0.7907804747874871 67.57840987422 -5.702945716562715 0.0017866035540688996 18.298814882529975 19.278209415266513 18.712326148750783 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.4525901649447337 0.7907804747874871 67.57840987422 -5.702945716562715 0.0017866035540688996 18.298814882529975 19.278209415266513 18.712326148750783 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.026794000063092 0.7907804747874871 1.4525901649447337 0.5658832665157298 0.5443933835374507 0.6891838363469454 0.36815002037038624 False 0.06 Inputed -18.811324852817403 -18.566475402278233 """""" """""" """"""
-0.03635186712402906 0.1457285275986254 -12.747524245516281 18.621588988448902 3479.746238227952 274.0656860549807 60 38 38 72.79445599997416 48 True True 2021cjd 193.27744166666665 36.819494444444445 SNIIP 0.027929 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 193.27744166666665 36.819494444444445 TNS 2021cjd ZTF21aajgdeu 2021cjd SNIIP 0.027929 0.8022127227707792 1.1407566761871308 0.8824923022867246 0.9656189093444958 1.1407566761871308 1.3283434569244186 54.129487803409425 54.129487803409425 18.664968196564736 18.664968196564736 59266.38512729993 59252.49053240009 18.256135144367956 18.96698330290272 18.256135144367956 2.105356534879094 4.720535368454954 1.5178199203333915 193.2774246952195 36.819073046756344 0.0008522069386593945 14.282379248850345 16.442687059067488 14.523381332463027 0.8571428571428571 """""" """""" """""" """""" 1 False True all False False 0 3.180489670171761 1.1861296551994005 193.2773218750745 36.81980966068645 0.0012297089957624685 15.793203271096349 17.74650951539278 15.88897700265944 0.4388888888888889 False False 0.3 0.7 1.5 0.02 8 3 13.894594899844378 1.5178199203333915 4.720535368454954 1.9193057266044615 0.3215355466831676 -2.5242962438352308 -3.7327538119049297 False 0.027929 Inputed -17.222215994577237 -16.511367836042474 """""" """""" """"""
-0.17405358287063585 0.22839451114735143 -4.753201072260398 18.43735507689125 5455.663483362813 56.80190859905464 31 17 17 33.91238430002704 41 True True 2020acfq 132.39612083333333 9.587375 SNIa 0.05913 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 132.39612083333333 9.587375 TNS 2020acfq ZTF20acwpaov 2020acfq SNIa 0.05913 0.06943174643914318 1.5285017132420577 0.3455739288769202 0.6753060688153525 1.5285017132420577 2.710347160231102 13.697663338280517 13.697663338280517 20.214720961746526 20.214720961746526 59203.4131713002 59193.4463657001 18.06637025178441 18.06637025178441 18.1066563072748 1.7748188659877797 1.188679789725787 1.4289624662560696 132.3963733332085 9.58706585775181 0.0002773968151741357 16.062430728250742 17.129393450353145 16.401410244543555 0.95 """""" """""" """""" """""" 0 False True all False False 0 1.188679789725787 1.4289624662560696 132.3963733332085 9.58706585775181 0.0002773968151741357 16.062430728250742 17.129393450353145 16.401410244543555 0.95 False False 0.3 0.7 1.5 0.02 8 3 9.96680560009554 1.4289624662560696 1.188679789725787 0.7279832058095899 1.202142476558563 -0.936976801431264 -1.705246062731245 False 0.05913 Inputed -19.016692937958318 -19.05697899344871 """""" """""" """"""
-0.1341096127743256 0.27394300410507916 -6.161835513459364 18.814553297169454 5507.995712228272 202.4891398245023 69 25 25 46.93684029998258 95 True True 2020ust 24.742274999999996 48.88053888888889 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 24.742274999999996 48.88053888888889 TNS 2020ust ZTF20acgmvsn 2020ust SNIa 0.08 -0.017415010608171855 0.27623849907177345 0.05039466566608297 0.12184512534733472 0.27623849907177345 0.44695513660175834 11.504535315260062 11.504535315260062 35.43230498472251 35.43230498472251 59131.33078699978 59123.31946759997 18.36513407360755 18.36513407360755 18.429117882680657 0.801139673014705 2.335727710912072 2.4217633099401064 24.7420144689338 48.8798883614275 0.0025869509360532117 17.317113958916664 17.965160485601423 17.54695888458252 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.335727710912072 2.4217633099401064 24.7420144689338 48.8798883614275 0.0025869509360532117 17.317113958916664 17.965160485601423 17.54695888458252 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 8.011319399811327 2.4217633099401064 2.335727710912072 0.4182016010189038 1.0368346013219316 -0.3999735880061266 -0.8821589980981379 False 0.08 Inputed -19.36081613939072 -19.42479994846383 """""" """""" """"""
-0.1452804531799122 0.43906688091165147 -4.052923003058272 18.697070376400116 6069.897197004862 188.57827851028003 28 10 10 23.051851900294423 54 True True 2020acej 180.56229166666665 14.311752777777778 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 180.56229166666665 14.311752777777778 TNS 2020acej ZTF20acwphqb 2020acej SNIa 0.08 -0.15139952003012525 0.13266944809360126 -0.08635868064047258 -0.017445188735226935 0.13266944809360126 0.3003311380185565 8.613852249896606 8.613852249896606 14.437999650397817 14.437999650397817 59200.464861100074 59193.463703699876 18.26447746741168 18.26447746741168 18.529918931054812 0.4143526819810818 1.5519273185045408 1.1207046994693344 180.562440295898 14.311476786518298 0.004239033932497804 19.196197501666546 19.64562833774805 19.386930014150145 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.5519273185045408 1.1207046994693344 180.562440295898 14.311476786518298 0.004239033932497804 19.196197501666546 19.64562833774805 19.386930014150145 0.975 False False 0.3 0.7 1.5 0.02 8 3 7.001157400198281 1.1207046994693344 1.5519273185045408 0.2586983235979048 0.7221373617865438 1.38115087033637 0.8570110830953332 False 0.08 Inputed -19.260015091016566 -19.525456554659698 """""" """""" """"""
-0.03261541479339718 0.42651414734477544 -22.42185297299458 17.837161259794755 5448.988942663297 188.1038568098495 83 49 49 74.01708329981193 59 True False 2021tie 20.450699999999998 75.28411944444444 SNIIn 0.103 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 20.450699999999998 75.28411944444444 TNS 2021tie ZTF21abjvukz 2021tie SNIIn 0.103 0.1229870554170418 0.47600288581957884 0.20419764579484223 0.28997603975695085 0.47600288581957884 0.6826916590236962 56.69952258818818 56.69952258818818 17.31756071162375 17.31756071162375 59449.38369210018 59396.38829859998 17.5585649582179 17.68368154913738 17.5585649582179 0.2633637730320884 0.7 2.193455986967649 20.45268617 75.28377787 0.02355606155153056 22.09145364112854 22.254810972213747 20.43657929611206 0.525 """""" """""" """""" """""" 0 False True all False False 0 0.7 2.193455986967649 20.45268617 75.28377787 0.02355606155153056 22.09145364112854 22.254810972213747 20.43657929611206 0.525 False False 0.3 0.7 1.5 0.02 8 3 52.99539350019768 2.193455986967649 0.7 1.8182316761016857 3.1335085528109277 4.571129423076368 2.878014337894161 False 0.103 Inputed -20.79071159216493 -20.66559500124545 """""" """""" """"""
-0.008673622382441421 0.4927128315453519 -16.06173411865308 18.298603017570326 5590.460656446703 158.21687960514717 44 23 23 73.67708340007812 49 True True 2019vew 81.955965833333 -5.36104675 SNII 0.042 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 81.955965833333 -5.36104675 TNS 2019vew ZTF19acszmgx 2019vew SNII 0.042 0.06007107295584646 0.47021271692045374 0.1528489552942034 0.25192124898667956 0.47021271692045374 0.7176465387237982 68.38648845589677 68.38648845589677 5.2905949441813505 5.2905949441813505 58806.37119209999 58803.530023099855 18.1549805608605 18.1549805608605 18.422338226319855 1.8064514292954044 2.3747179283437534 4.578827432473664 81.95523533212835 -5.36209018084571 0.0018320188463990528 16.267245367088318 16.52297964862347 16.356013456959722 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.3747179283437534 4.578827432473664 81.95523533212835 -5.36209018084571 0.0018320188463990528 16.267245367088318 16.52297964862347 16.356013456959722 1.0 False False 0.3 0.7 1.5 0.02 8 3 2.8411690001375973 4.578827432473664 2.3747179283437534 0.1669661916637466 1.9281563413584732 -1.6320009122370323 -2.0663247693601328 False 0.042 Inputed -17.949460216828335 -18.21681788228769 """""" """""" """"""
-0.11039959050456502 0.22162109068550334 -37.73386876427196 17.556258036482394 3800.434858624739 456.8999158053735 70 54 54 74.02021999983117 340 True False 2020rur 74.84084999999999 5.622519444444445 SNIc 0.015647 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 74.84084999999999 5.622519444444445 TNS 2020rur ZTF20abxyaaf 2020rur SNIc 0.015647 0.6923927158918488 0.8802028023821897 0.7378714031895299 0.7843211983031075 0.8802028023821897 0.9801786896975138 -20.113344130966528 -20.113344130966528 94.1335641307977 94.1335641307977 59096.41961809993 59092.44756940007 17.305690309413546 17.812140233195375 17.305690309413546 6.426219508118649 1.2060411659074857 5.3264476753720515 74.84031621 5.62390036 0.00019772279418728278 13.653911128735542 16.903506334066392 14.80671855864525 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.2060411659074857 5.3264476753720515 74.84031621 5.62390036 0.00019772279418728278 13.653911128735542 16.903506334066392 14.80671855864525 1.0 False False 0.3 0.7 1.5 0.02 8 3 3.9720486998558044 5.3264476753720515 1.2060411659074857 2.0967877754211433 4.416472526760034 -0.9086338991289828 -2.4989717507682965 False 0.015647 Inputed -16.907796981609575 -16.401347057827746 """""" """""" """"""
-0.20297754376812377 0.1712819150381948 -8.571429927001159 17.050679537646644 5412.880290153663 137.61677276336593 85 52 52 73.95189810032025 48 True True 2021dlb 223.27902499999996 3.5373083333333333 SNIa 0.033416 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 223.27902499999996 3.5373083333333333 TNS 2021dlb ZTF21aamgcrv 2021dlb SNIa 0.033416 0.05023739661472959 0.5278814717532967 0.15665994961552698 0.2714188838634506 0.5278814717532967 0.8238128193798886 13.204802188183741 13.204802188183741 60.74709591213651 60.74709591213651 59278.506018499844 59265.422592599876 16.351899740819732 16.351899740819732 16.542273537031633 7.4185220744077895 2.7827885264305 5.771181144401653 223.2803950219575 3.53814507402845 0.0008916350757616209 14.805666648237704 15.850277050316333 15.152961478055715 0.97 """""" """""" """""" """""" 0 False True all False False 0 2.7827885264305 5.771181144401653 223.2803950219575 3.53814507402845 0.0008916350757616209 14.805666648237704 15.850277050316333 15.152961478055715 0.97 False False 0.3 0.7 1.5 0.02 8 3 13.083425899967551 5.771181144401653 2.7827885264305 0.6973155722606172 2.0738841955067215 -0.5016226905033996 -1.3893120589759178 False 0.033416 Inputed -19.328519917221683 -19.518893713433584 """""" """""" """"""
-0.13479363648669418 0.45417095689141496 -7.227671259547588 18.35766726539392 6266.071580239005 84.15350164787225 21 12 12 38.853043999988586 48 True True 2019agr 219.39199999999 22.729080999999 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 219.39199999999 22.729080999999 TNS 2019agr ZTF19aafnfyc 2019agr SNIa 0.08 -0.11188055252330642 0.6488235260823956 0.04470221384121231 0.2223067118080806 0.6488235260823956 1.1863875562185697 12.596652469710683 12.596652469710683 26.256391530277902 26.256391530277902 58522.47320599994 58508.50436339993 18.04298535617347 18.04298535617347 18.249637011474896 0.9336359904778501 0.7360699733557043 2.309980758074136 219.3913087929395 22.729153703364453 0.005981448190083172 20.140731120213864 20.758942610588072 20.273840874775647 0.945 """""" """""" """""" """""" 0 False True all False False 0 0.7360699733557043 2.309980758074136 219.3913087929395 22.729153703364453 0.005981448190083172 20.140731120213864 20.758942610588072 20.273840874775647 0.945 False False 0.3 0.7 1.5 0.02 8 3 13.96884260000661 2.309980758074136 0.7360699733557043 0.48510173581242455 3.1382624501622516 2.715957254414601 2.0242038633007517 False 0.08 Inputed -19.540297010596483 -19.746948665897907 """""" """""" """"""
-0.13046432340899955 0.27618212435221867 -4.284108010162444 18.627530756036244 5573.787733648405 95.60327065508513 47 22 22 45.95774309989065 47 True False 2021qvc 315.86334999999997 -15.326202777777777 SNIa 0.088 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 315.86334999999997 -15.326202777777777 TNS 2021qvc ZTF21abhvquj 2021qvc SNIa 0.088 -0.014058512737950224 0.6875891206442049 0.13427329596590099 0.2996869255306791 0.6875891206442049 1.162768742215075 15.591547379469848 15.591547379469848 30.3661957204208 30.3661957204208 59394.3931828998 59384.37995370012 18.20091540904283 18.20091540904283 18.269932936299707 1.7864959819055186 2.486041715955064 2.502723957855025 315.86279311 -15.32664419 0.002443911616889838 17.094065469777583 17.482613711357118 17.265339884996415 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.486041715955064 2.502723957855025 315.86279311 -15.32664419 0.002443911616889838 17.094065469777583 17.482613711357118 17.265339884996415 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.013229199685156 2.502723957855025 2.486041715955064 0.21727382636070303 1.0067103628200995 -0.7183016976857104 -1.0045930513032921 False 0.088 Inputed -19.730724434474517 -19.799741961731396 """""" """""" """"""
-0.17271438691041127 0.16239745997102656 -9.840052412752176 18.633488957474814 5803.762064768989 67.84985147176442 49 40 40 53.864224600140005 35 True False 2020wio 60.006137499999994 -24.60023055555556 SNIa 0.064094 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 60.006137499999994 -24.60023055555556 TNS 2020wio ZTF20acisbek 2020wio SNIa 0.064094 0.06870925191869759 1.2177391152488433 0.29630613756685875 0.5606110162991982 1.2177391152488433 2.084140146432471 14.729620706426124 14.729620706426124 39.13460389371388 39.13460389371388 59149.44172450015 59135.39641200006 18.10514829739916 18.10514829739916 18.15500675963445 1.5111745037554662 1.0713731310147643 4.867945586485829 60.00747934 -24.59964751 0.01150890335689525 19.259147646129133 22.073461064910887 21.151904193782805 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.0713731310147643 4.867945586485829 60.00747934 -24.59964751 0.01150890335689525 19.259147646129133 22.073461064910887 21.151904193782805 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.045312500093132 4.867945586485829 1.0713731310147643 0.9215568711280824 4.543650989151739 3.9683127675117262 2.996897434148355 False 0.064094 Inputed -19.145858595999123 -19.19571705823441 """""" """""" """"""
-0.17908367393265148 0.3640376608978471 -3.009866597300434 18.869337900775392 5440.723123776224 162.67180551864956 13 10 10 28.02092589996755 37 True True 2018iuv 182.28416124999 14.859555611111 SNIa 0.079 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 182.28416124999 14.859555611111 TNS 2018iuv ZTF18acpeemg 2018iuv SNIa 0.079 -0.016932116913839224 0.3583179814835553 0.06805735027743864 0.15874296165731394 0.3583179814835553 0.5841556630569471 6.587018115093997 6.587018115093997 21.433907784873554 21.433907784873554 58443.4780323999 58439.52375000017 18.592455171285618 18.699962868073573 18.592455171285618 1.8006188957974516 0.9196729023118406 0.7298762613991636 182.284155328414 14.85975827371175 0.0003292717091154529 17.176887036651372 18.347067812569144 17.545915369653702 0.99 """""" """""" """""" """""" 0 False True all False False 0 0.9196729023118406 0.7298762613991636 182.284155328414 14.85975827371175 0.0003292717091154529 17.176887036651372 18.347067812569144 17.545915369653702 0.99 False False 0.3 0.7 1.5 0.02 8 3 3.9542823997326195 0.7298762613991636 0.9196729023118406 0.8011524429154413 0.7936259289193223 -0.3528950555044297 -1.0465398016319156 False 0.079 Inputed -19.169688991925877 -19.062181295137922 """""" """""" """"""
-0.1525595569410725 0.32730460929966865 -8.837411298548076 19.210497431029353 4919.8287921486 148.04844178216757 14 6 6 15.008367999922484 55 True True 2019afa 224.36589874999 8.7858428055555 SNIa 0.078 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 224.36589874999 8.7858428055555 TNS 2019afa ZTF19aaejslw 2019afa SNIa 0.078 0.1877824257773142 0.6701605877434673 0.2964053658345307 0.41273167572747127 0.6701605877434673 0.9636800452838941 -0.5500673020852318 -0.5500673020852318 15.558435302007716 15.558435302007716 58508.502997700125 58507.536493100226 19.141443505230768 19.17237312975708 19.141443505230768 8.001231389396896 2.639545494319093 34.40151168390544 224.3746077161995 8.781690789730945 0.01843138007386136 14.939113743445873 16.26456252835512 15.3671888780725 0.975 """""" """""" """""" """""" 16 True True all False False 0 2.6464738093971403 4.377504602286727 224.36624986560798 8.787008217898945 0.0039008613035053097 17.157123162184952 18.40697211522579 17.61715765003443 0.99 False False 0.3 0.7 1.5 0.02 8 3 0.9665045998990536 34.40151168390544 2.639545494319093 0.8973736502826206 13.033119435882194 -2.907810601401959 -3.7742546271582675 False 0.078 Inputed -18.592561629080404 -18.56163200455409 """""" """""" """"""
-0.00914378829742385 0.46341356939968037 -28.054453587153997 17.758825346849747 4016.890425670191 269.27666775192074 76 46 46 74.9742477000691 74 True True 2020rue 109.50291666666665 39.83683888888889 SNII 0.015 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 109.50291666666665 39.83683888888889 TNS 2020rue ZTF20abrcsdn 2020rue SNII 0.015 0.6240384988528156 0.9418462949702295 0.6992743840202564 0.7772654363065392 0.9418462949702295 1.1184789943532323 91.06172950633048 91.06172950633048 -16.08748180626138 -16.08748180626138 59127.49025460007 59092.489687500056 17.602707518728522 17.98358254156751 17.602707518728522 0.4996233182002132 2.484499214878274 12.428546325707579 109.500979262766 39.8337235076274 0.009635264818825262 16.594859946818353 27.542025638041498 16.34087654765606 0.575 """""" """""" """""" """""" 1 False True all False False 0 0.7 6.234079581597099 109.502802074037 39.8351094372014 0.08657067934339857 21.483490520038604 21.54020864844799 24.630027297048567 0.4166666666666667 False False 0.3 0.7 1.5 0.02 8 3 35.00056710001081 12.428546325707579 2.484499214878274 11.201149090385439 5.002435199528331 9.558443096473987 -1.2618309710724631 False 0.015 Inputed -16.518719814916054 -16.137844792077065 """""" """""" """"""
-0.10774551624867805 0.34417846988980744 -9.826376166133585 18.59381552897779 5251.58732728243 227.22218212373446 10 7 7 38.0466088000685 49 True True 2019xhh 187.28722916666663 3.7070472222222226 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 187.28722916666663 3.7070472222222226 TNS 2019xhh ZTF19adbfhal 2019xhh SNIa 0.07 0.06613232598972374 0.34159887467952643 0.130369483085083 0.19762343123216297 0.34159887467952643 0.4989291730744547 0.07282878882772437 0.07282878882772437 37.97378001124078 37.97378001124078 58838.49859949993 58838.49859949993 18.57995078726013 18.57995078726013 18.653480071458482 12.828736549829706 2.389234061905043 8.540877231445204 187.286738962972 3.70472573591732 0.005288992531373604 16.626749568722843 17.56774793507099 16.968922366262078 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 2.7874209508527406 187.28658465618548 3.7066161101861947 0.019957644792977347 21.39381552658081 21.049494103734492 21.454526496458055 0.09999999999999999 False False 0.3 0.7 1.5 0.02 8 3 0.0 8.540877231445204 2.389234061905043 0.5988255688089126 3.5747344170353834 -1.0122028521891409 -1.6845577051964042 False 0.07 Inputed -18.841685880132314 -18.915215164330665 """""" """""" """"""
-0.11569076021181704 0.24511723235161742 -10.728488376834747 18.90385525291887 4626.497760507549 167.2971102328375 66 32 32 59.79581019980833 77 True False 2020rwz 296.69589999999994 58.979866666666666 SNIc 0.0369 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 296.69589999999994 58.979866666666666 TNS 2020rwz ZTF20abvvnqh 2020rwz SNIc 0.0369 0.2936846283429695 0.7422141083345082 0.3960529005071898 0.5047287769790998 0.7422141083345082 1.0087463488074349 19.283580707386257 19.283580707386257 40.51222949242207 40.51222949242207 59099.219826399814 59081.3610069002 18.448402418199745 18.64607761738888 18.448402418199745 0.9450051640283087 2.680768384985315 0.9858787062126065 296.69609566 58.97961205 0.0018769019639249818 16.801239884638786 17.320260131073 16.980182458615303 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.680768384985315 0.9858787062126065 296.69609566 58.97961205 0.0018769019639249818 16.801239884638786 17.320260131073 16.980182458615303 1.0 False False 0.3 0.7 1.5 0.02 8 3 17.858819499611855 0.9858787062126065 2.680768384985315 0.3400776724576957 0.36775974818802076 -1.3258174863158807 -1.4682199595844416 False 0.0369 Inputed -17.6396011107069 -17.441925911517764 """""" """""" """"""
-0.1708010825057299 0.19385388158270228 -7.641880101066588 17.892006333723508 5577.716043984842 123.92590085307046 100 73 73 56.04756940016523 63 True False 2021dmq 87.20174999999999 50.90223888888889 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 87.20174999999999 50.90223888888889 TNS 2021dmq ZTF21aamhtui 2021dmq SNIa 0.04 0.007781794085403249 0.5307140442973157 0.12270428464394811 0.24773062651111388 0.5307140442973157 0.8624402600250356 15.00815133967949 15.00815133967949 41.039418060485744 41.039418060485744 59278.21968750004 59265.17527779983 17.361789598662813 17.361789598662813 17.41202657423311 1.2908116718711486 2.7565796174072 1.468511886703518 87.20127272 50.90196357 0.0015202279234103333 16.403783089160918 17.53059934825897 16.723959501075743 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.7565796174072 1.468511886703518 87.20127272 50.90196357 0.0015202279234103333 16.403783089160918 17.53059934825897 16.723959501075743 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.044409700203687 1.468511886703518 2.7565796174072 0.8066398471832272 0.5327297196243437 0.16880974959615713 -0.6880670731573666 False 0.04 Inputed -18.852778313248308 -18.903015288818604 """""" """""" """"""
-0.024745771382098266 0.3559099185695375 -17.56173483443078 18.968688147177986 5790.076966901541 135.71228365569254 22 13 13 67.86372680030763 28 True False 2018gxi 16.26027125 -21.93676261111 SNII 0.057 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 16.26027125 -21.93676261111 TNS 2018gxi ZTF18abzscns 2018gxi SNII 0.057 0.0498923849312618 0.5351621487631206 0.15783891972443698 0.27436260073094587 0.5351621487631206 0.8366690138821227 32.20844239918054 32.20844239918054 35.65528440112709 35.65528440112709 58397.33575229999 58389.313217599876 18.591712671293738 18.591712671293738 18.869029700828992 3.4307853901281202 2.5208009174927146 0.41039261341572564 16.26015069 -21.93674049 0.0023991258747048105 17.32166356010437 18.233404248583316 17.649585635232924 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.5208009174927146 0.41039261341572564 16.26015069 -21.93674049 0.0023991258747048105 17.32166356010437 18.233404248583316 17.649585635232924 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.022534700110555 0.41039261341572564 2.5208009174927146 0.5838186133503918 0.16280246907554996 -0.3583084227104223 -1.2194440655960683 False 0.057 Inputed -18.173585717121664 -18.45090274665692 """""" """""" """"""
-0.02324373216385086 0.11591548510681111 0.9680081375654603 17.595427715866066 4017.7021462379084 140.3504945490406 124 36 36 44.03511579986662 80 True True 2021ass 27.54220833333333 27.645219444444443 SNII 0.011791 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 27.54220833333333 27.645219444444443 TNS 2021ass ZTF21aafepon 2021ass SNII 0.011791 0.41430500250493196 1.0003204224311375 0.5459282685990345 0.6870988769559041 1.0003204224311375 1.3588615880744115 109.68353212174601 109.68353212174601 -65.6484163218794 -65.6484163218794 59248.15222219983 59232.1453009001 17.450259673249487 17.86544785388369 17.450259673249487 1.2214216007918983 7.15246643722745 51.82151638666154 27.558449500478552 27.64569506103725 0.004215303067038434 11.843674374628067 13.196606750535965 12.355163600680829 0.6900000000000001 """""" """""" """""" """""" 59 True True all False False 0 4.407208009214866 2.505993784888109 27.54245697301675 27.6458797902402 0.0377855843466941 19.40938975691557 19.491066170415877 17.90585382274866 0.6166666666666666 False False 0.3 0.7 1.5 0.02 8 3 16.00692129973322 51.82151638666154 7.15246643722745 0.8414431498551362 7.2452652300385205 -4.6688411033477255 -5.0950960725686585 False 0.011791 Inputed -16.14666639841266 -15.731478217778458 """""" """""" """"""
-0.0015665580820618144 0.5919106272697514 -6.613595442165836 18.148217177151917 4384.636589276317 125.0463785429602 47 43 43 74.93523150030524 55 True True 2020wgs 128.10990416666667 -3.2031694444444447 SNII 0.03107 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 128.10990416666667 -3.2031694444444447 TNS 2020wgs ZTF20aciubfx 2020wgs SNII 0.03107 0.3657550761426407 1.0174710601528147 0.5101231716600907 0.6663439121574761 1.0174710601528147 1.426046702055288 334.186333983105 334.186333983105 -259.25110248279975 -259.25110248279975 59141.516724499874 59135.463159699924 18.066861448585612 18.136193116846226 18.066861448585612 2.720161893977498 4.513757350254846 8.631246475330778 128.11188297231848 -3.20452771299892 0.0019983678582108366 14.701758731789589 16.149617490904333 15.05392998464465 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.513757350254846 8.631246475330778 128.11188297231848 -3.20452771299892 0.0019983678582108366 14.701758731789589 16.149617490904333 15.05392998464465 1.0 False False 0.3 0.7 1.5 0.02 8 3 6.053564799949527 8.631246475330778 4.513757350254846 1.095687506259683 1.912208788725309 -1.9865756259418923 -3.012931463940962 False 0.03107 Inputed -17.644610860242896 -17.575279191982283 """""" """""" """"""
-0.03979058816349254 0.5814905513936585 -8.947114981081391 18.298602623153215 3250.121303686753 335.9398081105966 60 41 41 74.86655090004206 47 True True 2020nja 23.644499999999997 -3.3438194444444447 SNII 0.018866 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 23.644499999999997 -3.3438194444444447 TNS 2020nja ZTF20abjyoty 2020nja SNII 0.018866 0.9092858612017913 1.1947118505464864 0.9776545933894738 1.0479829826068823 1.1947118505464864 1.3498723084040911 30.60545383641611 30.60545383641611 44.26109706362595 44.26109706362595 59064.41173609998 59038.48451389978 18.103080493695806 19.027598308567665 18.103080493695806 1.6737859474375045 5.473260187991785 1.9340965518154292 23.6448812918451 -3.3434403038168847 0.0015297625513085444 14.656465275530815 16.72327803943753 16.033067864195107 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.9260589982033258 1.4212693809943635 23.6442423107615 -3.34411892215605 0.0034637892438263984 19.84078861991167 21.61495468405962 19.81466512309313 0.9 False False 0.3 0.7 1.5 0.02 8 3 25.927222200203687 1.9340965518154292 5.473260187991785 0.6902101752424237 0.353371936539541 -2.304320269130134 -2.070012629500699 False 0.018866 Inputed -16.518437336839508 -15.59391952196765 """""" """""" """"""
-0.00737851612752559 0.2884288858785019 -3.7563616532728297 17.736201373417384 4656.8596602563985 155.11844421933316 216 130 130 74.8905671001412 276 True True 2019odf 342.18620791666 27.57185 SNII 0.032019 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 342.18620791666 27.57185 TNS 2019odf ZTF19abqrhvy 2019odf SNII 0.032019 0.21830337243540754 0.6847397456244977 0.32388740264466875 0.4365770303370162 0.6847397456244977 0.9659607450760781 187.52953251056883 187.52953251056883 -112.63896541042763 -112.63896541042763 58739.16923609981 58716.38696759986 17.613640805971617 17.62551163615049 17.613640805971617 2.5208888738549935 5.540790492013903 43.157271727048055 342.1840002539895 27.583677344635248 0.008264924235550364 13.226612522230148 13.788849224255085 13.120029197237491 0.99 """""" """""" """""" """""" 162 False True all False False 0 0.3867630330023761 3.907989342567825 342.1860020059505 27.5729200977277 0.03649037264463084 21.555176670542956 22.869530414090157 21.890777469735145 0.15 False False 0.3 0.7 1.5 0.02 8 3 22.782268499955535 43.157271727048055 5.540790492013903 0.6688200270175937 7.789009851437596 -3.836662411895407 -4.493611608734126 False 0.032019 Inputed -18.163672643917092 -18.151801813738217 """""" """""" """"""
-0.13646599655682204 0.47569512828583965 -1.8371684206598242 17.233387431964807 5704.65549133563 123.92443006133644 38 24 24 55.92209490016103 62 True False 2018leh 61.263774583333 25.261924194444 SNIIn 0.02396 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 61.263774583333 25.261924194444 TNS 2018leh ZTF18adbmrug 2018leh SNIIn 0.02396 -0.08337070579316119 0.40351072533711374 0.023360452721483682 0.13966804356105555 0.40351072533711374 0.713544828126011 13.616232462407597 13.616232462407597 42.30586243775343 42.30586243775343 58492.208090300206 58482.19910879992 16.94064421157643 16.94064421157643 17.1366451396827 1.4091489766274439 2.3935022215493738 1.0229415481602144 61.26350688 25.26207295 0.001754827533650083 16.995987006282807 17.19919965801239 14.750151588535308 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.3935022215493738 1.0229415481602144 61.26350688 25.26207295 0.001754827533650083 16.995987006282807 17.19919965801239 14.750151588535308 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.008981500286609 1.0229415481602144 2.3935022215493738 2.4490480694770813 0.42738274439454615 0.2585554464359596 -2.3864935511473906 False 0.02396 Inputed -18.006706518436776 -18.202707446543045 """""" """""" """"""
-0.24748619193894808 0.19337996063476853 -10.242923283537646 15.3407551637912 6748.726609465378 130.57865879303768 51 23 23 62.98593749990687 64 True True 2019akq 66.705439166666 29.95154525 SNIa 0.017459 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 66.705439166666 29.95154525 TNS 2019akq ZTF19aahsgka 2019akq SNIa 0.017459 -0.20826762442583657 0.2018227264274941 -0.11811799620359409 -0.020055136910492877 0.2018227264274941 0.4616086147468721 8.387755896327171 8.387755896327171 54.5981816035797 54.5981816035797 58534.14462959999 58522.15310190013 14.604193155051817 14.604193155051817 15.135086181284885 12.2110881407086 7.388430499298029 15.365131828090853 66.70809077182534 29.94794830470085 0.005090641934207274 14.527214416713715 15.032960648059845 14.740542188606263 1.0 """""" """""" """""" """""" 10 True True all False False 0 1.0119070993728343 3.5842207452972934 66.70627303526315 29.9522302645373 0.0036927187975319686 18.432583534231185 17.78083999404907 17.52198788795471 0.70625 False False 0.3 0.7 1.5 0.02 8 3 11.9915276998654 15.365131828090853 7.388430499298029 0.29241845945358236 2.079620540458584 0.42876749300802786 -0.3945439926786225 False 0.017459 Inputed -19.317350059601544 -19.84824308583461 """""" """""" """"""
-0.07229117109267406 0.3442505561756649 -15.709451792435631 18.57297557534904 5050.37387488229 219.9148119814106 18 7 7 74.79372680000961 36 True False 2019ahj 160.02239208333 -10.38257361111 SNIa 0.053 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 160.02239208333 -10.38257361111 TNS 2019ahj ZTF19aadsyop 2019ahj SNIa 0.053 0.16551205272410385 0.47129319914388645 0.23674407982776202 0.31137072658581033 0.47129319914388645 0.6462996772423253 5.0625558772570045 5.0625558772570045 69.7311709227526 69.7311709227526 58512.45813659998 58506.437384299934 18.287917462171496 18.53187757825727 18.287917462171496 2.5200371592530377 2.9251691506227995 1.3401246469462065 160.02204396 -10.38271963 0.0016075350365247765 16.343990779602528 17.185174005270003 16.639548882067203 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.9251691506227995 1.3401246469462065 160.02204396 -10.38271963 0.0016075350365247765 16.343990779602528 17.185174005270003 16.639548882067203 1.0 False False 0.3 0.7 1.5 0.02 8 3 6.020752300042659 1.3401246469462065 2.9251691506227995 0.5456251232028002 0.45813577880133177 -1.3467035729872663 -1.648368580104293 False 0.053 Inputed -18.594680611963053 -18.35072049587728 """""" """""" """"""
-0.1455766888462635 0.6841200222435795 -2.004760606842934 16.95555864920492 6076.843175617407 203.47259188996 31 17 17 30.047268600203097 45 True False 2021dae 70.04887083333332 -13.227541666666667 SNIa 0.036705 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 70.04887083333332 -13.227541666666667 TNS 2021dae ZTF21aakybgi 2021dae SNIa 0.036705 -0.16651715457215488 0.0909412836730894 -0.10720787887703409 -0.044616473704984116 0.0909412836730894 0.24124525238511296 11.665241906628063 11.665241906628063 18.382026693575035 18.382026693575035 59271.19303240022 59260.130740699824 16.724694258650626 16.724694258650626 16.916074118355237 0.4007210600872595 2.9553140975022187 4.721222383105107 70.04791632 -13.22661619 0.000432426104153838 14.006049195814132 16.18748065891266 14.23519972023964 1.0 """""" """""" """""" """""" 2 False True all False False 0 5.940199161934426 2.260038215592569 70.04866327 -13.22813605 0.0006393523328458439 13.285933771419526 16.052469122028352 13.554044867372513 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 11.062291700392962 4.721222383105107 2.9553140975022187 1.9522809386730184 1.5975365823535994 -0.5372135997379672 -2.6808743981155967 False 0.036705 Inputed -19.16032056658385 -19.35170042628846 """""" """""" """"""
-0.1382155722360221 0.3165934789033088 -21.49919169228607 18.16131718431035 5505.352247681295 216.4230330751167 19 16 16 56.001990700140595 40 True True 2018kbj 210.38390916666 31.152719111111 SNIa 0.076 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 210.38390916666 31.152719111111 TNS 2018kbj ZTF18acyctqi 2018kbj SNIa 0.076 0.07888828469177867 0.3721117612716114 0.14704158626572195 0.21854872370203893 0.3721117612716114 0.5405976964964552 -10.178468357798273 -10.178468357798273 66.18045905793886 66.18045905793886 58469.52901619999 58466.5296180998 17.89657874296281 17.89657874296281 18.607168056712574 3.060241183276642 1.1287238161353497 1.4108287673964732 210.3836733218705 31.152383185412297 0.0030261198221833707 19.31724715512842 19.847972853019236 19.565178924065233 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.1287238161353497 1.4108287673964732 210.3836733218705 31.152383185412297 0.0030261198221833707 19.31724715512842 19.847972853019236 19.565178924065233 1.0 False False 0.3 0.7 1.5 0.02 8 3 2.9993981001898646 1.4108287673964732 1.1287238161353497 0.28279392895400335 1.2499326648630715 1.9513941100564267 0.9580108673526588 False 0.076 Inputed -19.069475227720122 -19.780064541469887 """""" """""" """"""
-0.2287125098035172 0.11754071360010458 -13.981925260092911 19.175742313475446 4327.883557389438 195.25343568468182 55 32 32 56.96134260017425 52 True True 2020nke 256.25774999999993 23.156880555555553 SNIb 0.0308 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 256.25774999999993 23.156880555555553 TNS 2020nke ZTF20abhlncz 2020nke SNIb 0.0308 0.42169683395160007 0.8279541187977344 0.5157523121173249 0.6146793647389721 0.8279541187977344 1.0632392827085724 10.446126132778813 10.446126132778813 46.51521646739543 46.51521646739543 59039.309502299875 59024.242418999784 18.553495167252233 18.615196598497118 18.553495167252233 2.353391853845242 5.120412606433073 3.7349105475345543 256.2567498602155 23.1573609376916 0.0019685036709780057 15.040119429171085 15.590517492649555 15.242392162375449 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 5.120412606433073 3.7349105475345543 256.2567498602155 23.1573609376916 0.0019685036709780057 15.040119429171085 15.590517492649555 15.242392162375449 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 15.067083300091326 3.7349105475345543 5.120412606433073 0.3481253302741063 0.7294159347319332 -3.0246791058475626 -3.3111030048767844 False 0.0308 Inputed -17.13887954210591 -17.077178110861027 """""" """""" """"""
-0.06608565846674595 0.30422000097189567 -20.00887710165466 18.67150430007858 4524.498768320622 309.68453337085975 83 42 42 54.97605329984799 48 True False 2020iq 43.83216666666666 -11.413511111111111 SNIIn 0.096 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 43.83216666666666 -11.413511111111111 TNS 2020iq ZTF20aabcemq 2020iq SNIIn 0.096 0.3319642912324987 0.566360233079152 0.38776592120351694 0.44540141139812306 0.566360233079152 0.6952278300620698 25.974171657013375 25.974171657013375 29.001881642834615 29.001881642834615 58878.14407410007 58850.16802080022 18.24623585639963 18.615397612040518 18.24623585639963 0.5546689508617298 1.1907991150873594 0.06918469831420217 43.83214713 -11.4135095 0.0006570738991530378 17.59767683378458 18.59399786672592 17.996967513227464 0.93 """""" """""" """""" """""" 0 False True all False False 0 1.1907991150873594 0.06918469831420217 43.83214713 -11.4135095 0.0006570738991530378 17.59767683378458 18.59399786672592 17.996967513227464 0.93 False False 0.3 0.7 1.5 0.02 8 3 27.97605329984799 0.06918469831420217 1.1907991150873594 0.5970303534984573 0.058099386737557865 -0.02139974531459643 -0.24926834317216517 False 0.096 Inputed -19.94704842214197 -19.577886666501083 """""" """""" """"""
-0.16857135391088607 0.22452175254445225 -5.3234025004527785 18.42215168158574 5883.587860721393 180.7127528155878 51 23 23 53.846585699822754 53 True False 2020yhd 87.77441666666664 61.312 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 87.77441666666664 61.312 TNS 2020yhd ZTF20acntqoh 2020yhd SNIa 0.06 -0.1037598971404563 0.20687750146908002 -0.032832407620489334 0.04245347834330815 0.20687750146908002 0.39113244826562266 11.569586621402806 11.569586621402806 42.27699907841995 42.27699907841995 59157.40471060015 59149.373148099985 17.852370521760214 17.852370521760214 18.030129995314574 1.144307309613808 3.5586603836697788 8.414512456782873 87.77655151 61.31410074 0.0027738096692784264 15.463106596088409 16.403712128162383 15.801851373624803 0.9700000000000001 """""" """""" """""" """""" 1 False True all False False 0 0.8802275561328678 7.819984230302118 87.77556392 61.30989876 0.016216640416646277 18.633950832557677 19.10914327802658 18.741808289289473 0.0 False False 0.3 0.7 1.5 0.02 8 3 8.031562500167638 8.414512456782873 3.5586603836697788 0.6018607545375794 2.3645168545433433 -1.4486583935978317 -2.228278621689771 False 0.06 Inputed -19.125370985883226 -19.303130459437586 """""" """""" """"""
-0.03139347496524624 0.6847510558470262 -7.742398094634883 17.600246663126004 6059.581685840576 84.03618170122286 62 42 42 46.94405090017244 44 True True 2020lrr 210.27794583333332 34.58080833333334 SNII 0.0275 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 210.27794583333332 34.58080833333334 TNS 2020lrr ZTF20abdxoeu 2020lrr SNII 0.0275 -0.06171831952682183 0.7318288195814233 0.10192468670743793 0.28730969430476705 0.7318288195814233 1.2913298390138372 9.314551033213654 9.314551033213654 37.62949986695879 37.62949986695879 59009.24663189985 59004.252696800046 17.289986164782515 17.289986164782515 17.414474054284163 6.003054740426596 3.3142652292908585 0.5266589136085115 210.278052723196 34.5809251967639 0.0004937080637721358 14.51996873328954 15.56592720615983 14.876801315708757 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.3142652292908585 0.5266589136085115 210.278052723196 34.5809251967639 0.0004937080637721358 14.51996873328954 15.56592720615983 14.876801315708757 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 4.993935099802911 0.5266589136085115 3.3142652292908585 0.6891258904510735 0.15890668886545292 -1.7240589586226847 -2.537672738575406 False 0.0275 Inputed -18.03003153381024 -18.15451942331189 """""" """""" """"""
-0.07205792148466543 0.31654568506943975 -10.648431281076096 18.620664226804553 6301.293016429027 246.77020920373465 74 41 41 55.97248839959502 53 True True 2020nim 244.2182083333333 26.73585 SNII 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 244.2182083333333 26.73585 TNS 2020nim ZTF20abgoocl 2020nim SNII 0.06 -0.17000019176867198 0.03759595381831815 -0.12149049283451419 -0.07077024598305215 0.03759595381831815 0.15569991629560676 32.25485224050259 32.25485224050259 23.71763615909243 23.71763615909243 59044.19553240016 59017.25562500022 18.13590690308965 18.13590690308965 18.310358118302407 0.6068447998608535 0.7133184791466117 0.1211726297720434 244.21817093935948 26.7358541984904 0.0046062391342150955 21.50357471498132 21.730612924265863 21.434176790754794 0.5850000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.7133184791466117 0.1211726297720434 244.21817093935948 26.7358541984904 0.0046062391342150955 21.50357471498132 21.730612924265863 21.434176790754794 0.5850000000000001 False False 0.3 0.7 1.5 0.02 8 3 26.93990739993751 0.1211726297720434 0.7133184791466117 0.2964361335110688 0.169871709922628 3.5947060211762114 3.123818672452387 False 0.06 Inputed -18.845142862895393 -19.01959407810815 """""" """""" """"""
-0.23712841125734765 0.3944461350027533 -14.860367639764373 16.87402778624763 7157.973134286458 244.110486348549 21 8 8 23.913692200090736 71 True True 2019jzs 318.96219458333 -0.121287694444 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 318.96219458333 -0.121287694444 TNS 2019jzs ZTF19abdcexm 2019jzs CV 0.0 -0.29084192574710244 -0.10473203736324876 -0.2474809063051353 -0.2020577390489251 -0.10473203736324876 0.0017305894155299484 -10.93729202430802 -10.93729202430802 34.85098422439876 34.85098422439876 58666.4601619998 58666.4601619998 16.88122077909845 16.88122077909845 18.061977945750662 10.198467358511648 0.7482482028242473 0.1648551687835677 318.9622158177125 -0.1212471221473935 0.011055647562524085 22.527835789344312 22.79230767374039 22.739860203716756 0.12 """""" """""" """""" """""" 0 False True all False False 0 0.7482482028242473 0.1648551687835677 318.9622158177125 -0.1212471221473935 0.011055647562524085 22.527835789344312 22.79230767374039 22.739860203716756 0.12 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.1648551687835677 0.7482482028242473 0.05244747002363326 0.22032150316074972 5.91108689464194 4.677882257966093 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.127511701850757 0.24127979182832043 -13.420439161568039 17.217043925567364 6110.074449324405 131.6410837226398 58 37 37 72.93671299982816 71 True True 2020adlc 75.63780416666665 15.606730555555556 SNII 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 75.63780416666665 15.606730555555556 TNS 2020adlc ZTF20acytfkf 2020adlc SNII 0.04 -0.05976043320524127 0.4027047767960994 0.0424652907170362 0.15326859295288742 0.4027047767960994 0.6930543708864008 13.725149478428676 13.725149478428676 59.21156352139948 59.21156352139948 59219.21153939981 59203.216284700204 16.613691480749306 16.613691480749306 16.78658043917915 1.3007510720773365 1.0208495824082446 0.5227485581508902 75.6376702868379 15.606663781066601 0.004366221959708816 20.415382600269318 20.88032454130173 20.942349492778778 0.85625 """""" """""" """""" """""" 0 False True all False False 0 1.0208495824082446 0.5227485581508902 75.6376702868379 15.606663781066601 0.004366221959708816 20.415382600269318 20.88032454130173 20.942349492778778 0.85625 False False 0.3 0.7 1.5 0.02 8 3 15.995254699606448 0.5227485581508902 1.0208495824082446 -0.06202495147704923 0.51207206934218 4.266633060552422 4.155769053599627 False 0.04 Inputed -19.478224448302267 -19.65111340673211 """""" """""" """"""
-0.18498591013168036 0.33385357512122454 -6.81088808812233 19.163690382946402 3343.538998649143 168.58683552687185 27 12 12 16.91552080027759 78 True True 2021hva 226.2531833333333 5.793661111111111 SNIa 0.033 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 226.2531833333333 5.793661111111111 TNS 2021hva ZTF21aarrwdu 2021hva SNIa 0.033 0.876520398573021 1.470469133528809 1.0127954157638008 1.1569482421335735 1.470469133528809 1.8204609636353126 7.13674291188643 7.13674291188643 9.778777888391161 9.778777888391161 59315.375393500086 59307.35822919989 18.81582595199284 19.686119577841158 18.81582595199284 1.6161652701925586 2.39357397600152 12.698513191373518 226.2543816164465 5.796980909303885 0.0021443845671669237 14.576157299892902 14.656888682093621 13.851252481193542 1.0 """""" """""" """""" """""" 10 False True all False False 0 0.7995313431762512 4.809430964031276 226.25364037 5.79240492 0.022503115342571767 20.275852543723584 16.070290525197983 19.654682660508154 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.017164300195873 12.698513191373518 2.39357397600152 0.8056362009000786 5.305252028427574 -5.029230895747537 -4.964573470799296 False 0.033 Inputed -17.02754286192064 -16.15724923607232 """""" """""" """"""
-0.03843529864642056 0.32035904823830247 -12.144480948714074 18.715068370172396 6216.547706389405 225.04782669287465 15 13 13 51.004757000133395 113 True False 2018lfd 348.747167 48.757719 SLSN-I 0.27 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 348.747167 48.757719 TNS 2018lfd ZTF18acxgqxq 2018lfd SLSN-I 0.27 -0.1411089085516437 0.09462791073321952 -0.08635163959039716 -0.028875210856803335 0.09462791073321952 0.23020812485054876 43.440424208500716 43.440424208500716 7.56433279163268 7.56433279163268 58482.12266199989 58456.154097199906 18.285450758952255 18.285450758952255 18.453749609528984 0.5624963026499593 0.7858873211963864 13.088506106841372 348.74198591 48.75896488 0.10001556476468287 19.776758975934982 20.8574794588089 20.114231205892562 0.18 """""" """""" """""" """""" 2 False True all False False 0 0.936991595798039 8.096472812867841 348.75022986 48.75870951 0.008104733221431126 17.62069193086624 18.411756617355348 17.82584634242058 0.0 False False 0.3 0.7 1.5 0.02 8 3 25.96856479998678 0.0 0.0 0.0 0.0 5.354549241047746 4.816250390471016 True 0.27 Inputed -22.048481331612454 -22.216780182189183 """""" """""" """"""
-0.18685115801943863 0.17778086827899744 -7.339719101957259 18.795631302533778 5078.5177507522485 132.36291310652894 61 36 36 61.015567200258374 47 True True 2021sbs 236.49416666666662 54.161588888888886 SNIa 0.069 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 236.49416666666662 54.161588888888886 TNS 2021sbs ZTF21abjciip 2021sbs SNIa 0.069 0.13292109307104738 0.6621008535030803 0.25049342130505536 0.3774994271218901 0.6621008535030803 0.9917254242416291 13.904819716346077 13.904819716346077 47.1107474839123 47.1107474839123 59411.22391200019 59399.22311339993 18.31001260446966 18.323244796773782 18.31001260446966 1.6436641675825663 3.298753198493369 5.579127073495012 236.494977034339 54.163064230671 0.0041829228489237424 16.645205703061222 17.528001943139433 16.980074507756232 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.298753198493369 5.579127073495012 236.494977034339 54.163064230671 0.0041829228489237424 16.645205703061222 17.528001943139433 16.980074507756232 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.000798600260168 5.579127073495012 3.298753198493369 0.5479274353832011 1.691283566179838 -0.795242853634349 -1.3299380967134269 False 0.069 Inputed -19.1534210588026 -19.140188866498477 """""" """""" """"""
-0.18711583134952847 0.23212721040672066 -9.087389022190052 15.655248556320313 5443.589973140803 162.68776542550032 103 37 37 71.86906249960884 57 True True 2021cdo 247.5690416666666 -4.238419444444444 SNIa 0.019 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 247.5690416666666 -4.238419444444444 TNS 2021cdo ZTF21aaihala 2021cdo SNIa 0.019 0.03331562232087215 0.4230549268926893 0.12167610989107303 0.21589557529181747 0.4230549268926893 0.657226945355454 14.713168403740987 14.713168403740987 57.15589409586786 57.15589409586786 59268.52518519992 59252.52979170019 15.15370728434956 15.15370728434956 15.29010253320328 11.243817370795236 5.469349951202183 1.7449875794232743 247.5691800104265 -4.23795477486042 0.0023615750883688724 15.237726609859466 15.699771912879942 15.346403805322648 1.0 """""" """""" """""" """""" 0 False True all False False 0 5.469349951202183 1.7449875794232743 247.5691800104265 -4.23795477486042 0.0023615750883688724 15.237726609859466 15.699771912879942 15.346403805322648 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.995393499732018 1.7449875794232743 5.469349951202183 0.3533681075572943 0.31904844176952324 0.5460646285303827 0.056301272119368306 False 0.019 Inputed -19.346858227127534 -19.483253475981257 """""" """""" """"""
-0.5620834398752772 0.36493595804692297 -2.5703769098148754 17.502593616712616 6133.606279997503 274.8806692943606 48 46 46 14.043472200166434 60 True False 2017fom 7.3847079166666 50.431719 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 7.3847079166666 50.431719 TNS 2017fom ZTF18abktleu 2017fom CV 0.0 -0.17796175563945127 0.00532892758645076 -0.13484054197991568 -0.08995362209770619 0.00532892758645076 0.10831719027832776 3.218380960381975 3.218380960381975 10.82509123978446 10.82509123978446 58783.15571760014 58779.1603472 16.863241407169323 16.863241407169323 17.242072029698626 6.862013344139741 0.7 0.2606624535021624 7.38475774 50.43178408 0.024926350977896417 23.75349111447334 23.09221741132736 23.324542418384553 0.05 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.2606624535021624 7.38475774 50.43178408 0.024926350977896417 23.75349111447334 23.09221741132736 23.324542418384553 0.05 False False 0.3 0.7 1.5 0.02 8 3 3.9953704001381993 0.2606624535021624 0.7 -0.2323250070571916 0.37237493357451773 6.228976004158039 6.082470388685927 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.21451128049900706 0.15627324958182948 -9.965630710126753 17.488526936075107 5412.104509775139 129.3835989786015 45 29 29 73.78815979976207 81 True False 2019krx 267.01841708333 15.896961 SNIa 0.037 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 267.01841708333 15.896961 TNS 2019krx ZTF19abdoznh 2019krx SNIa 0.037 0.0713771259272491 0.5921937497464143 0.1866281200540847 0.3114525068823255 0.5921937497464143 0.9187753665497169 13.571341477717182 13.571341477717182 60.21681832204489 60.21681832204489 58684.214884299785 58669.33083330002 16.80178318665584 16.80178318665584 16.92957372057966 5.546529307121345 2.00707295256638 9.720358801995879 267.02090728 15.89820789 0.009387786948642729 17.195270734834672 17.63198439702988 17.205412479782105 0.18 """""" """""" """""" """""" 3 False True all False False 0 0.702047841380542 5.703291102085675 267.01728445 15.89811132 0.22507874171387499 23.06758421225548 23.64 23.95686722021103 0.0 False False 0.3 0.7 1.5 0.02 8 3 14.884050999768078 9.720358801995879 2.00707295256638 0.42657191724777377 4.843052062241568 0.8302012103740388 0.2758387592024434 False 0.037 Inputed -19.164359478671454 -19.292150012595275 """""" """""" """"""
-0.021072597877156637 0.28239733126048666 -10.966795554641438 17.67160629368572 5016.5454973352935 116.80424796214649 78 51 51 73.8518518996425 44 True True 2020twk 352.30617499999994 -2.095013888888889 SNII 0.025 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 352.30617499999994 -2.095013888888889 TNS 2020twk ZTF20accdijx 2020twk SNII 0.025 0.21083337171796046 0.854809032217144 0.3519024650440912 0.5056643235854175 0.854809032217144 1.2661400968059695 70.03677912078062 70.03677912078062 3.8150727788618752 3.8150727788618752 59134.29593749996 59113.2963657002 17.50453700408151 17.52189610722119 17.50453700408151 6.527732025486745 1.625209829203743 1.7773877286770652 352.3059534821 -2.0954551979391054 0.0012188114907203396 17.249362965734004 17.74893319591284 17.377577583520413 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.625209829203743 1.7773877286770652 352.3059534821 -2.0954551979391054 0.0012188114907203396 17.249362965734004 17.74893319591284 17.377577583520413 1.0 False False 0.3 0.7 1.5 0.02 8 3 20.999571799766272 1.7773877286770652 1.625209829203743 0.37135561239242776 1.0936358473464811 0.2270370886916524 -0.12695942056109644 False 0.025 Inputed -17.73164776682623 -17.714288663686553 """""" """""" """"""
-0.14587023693618573 0.2833709011795623 -11.336596838187612 18.33785035427811 5855.408390932971 96.216857298228 46 26 26 42.87487270031124 135 True False 2021umz 291.643675 -26.347472222222223 SNIa 0.076 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 291.643675 -26.347472222222223 TNS 2021umz ZTF21abqfpsc 2021umz SNIa 0.076 0.018153066424947184 0.7312191158041159 0.16921562211016905 0.3374438230263408 0.7312191158041159 1.212610303315767 14.204533281956165 14.204533281956165 28.670339418355077 28.670339418355077 59444.18959489977 59427.29312499985 17.704466623709624 17.704466623709624 17.997153265776667 1.00143991005681 1.319297550997321 0.44354091294070713 291.64354459 -26.3474332 0.0010821344030550462 17.949239348745348 18.867213407850265 18.233760420417784 0.49000000000000005 """""" """""" """""" """""" 0 False True all False False 0 1.319297550997321 0.44354091294070713 291.64354459 -26.3474332 0.0010821344030550462 17.949239348745348 18.867213407850265 18.233760420417784 0.49000000000000005 False False 0.3 0.7 1.5 0.02 8 3 16.896469899918884 0.44354091294070713 1.319297550997321 0.6334529874324808 0.33619475197646886 1.1627467841406407 0.23660715464111703 False 0.076 Inputed -19.67949001865603 -19.972176660723072 """""" """""" """"""
-0.12623798090384603 0.2741465003134377 -14.875237681707027 16.440285004875065 4878.6477395251295 250.22281575190217 19 10 10 73.89737269980833 34 True False 2020dqw 200.9152458333333 -16.645725 SNIa 0.023476 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 200.9152458333333 -16.645725 TNS 2020dqw ZTF20aasmueu 2020dqw SNIa 0.023476 0.20051032695532456 0.4723545260788313 0.2644033442985325 0.33095289263003735 0.4723545260788313 0.625411269973867 -4.624023003380634 -4.624023003380634 78.52139570318896 78.52139570318896 58913.33322919998 58913.33322919998 16.232055652085627 16.232055652085627 16.270166844959324 35.22556772133007 2.9733689961630674 5.942537440380555 200.91447149 -16.64425041 0.0006360340879087989 14.236113522911072 15.125674049711227 14.55624917793274 0.8600000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.9733689961630674 5.942537440380555 200.91447149 -16.64425041 0.0006360340879087989 14.236113522911072 15.125674049711227 14.55624917793274 0.8600000000000001 False False 0.3 0.7 1.5 0.02 8 3 0.0 5.942537440380555 2.9733689961630674 0.5694248717784873 1.9985872752588056 -1.1063816023744 -1.7139176670265837 False 0.023476 Inputed -18.828606816671734 -18.86671800954543 """""" """""" """"""
-0.009963058126139776 0.2616146120681421 -14.324252086363105 18.774480775269435 4087.579844376702 255.59091606606853 26 16 16 74.95714120008051 46 True False 2020drl 112.04812499999998 72.57811944444444 SNIIP 0.01213 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 112.04812499999998 72.57811944444444 TNS 2020drl ZTF20aarbvub 2020drl SNIIP 0.01213 0.49765379452037095 0.8131295998382626 0.5720678143357141 0.6493907124124618 0.8131295998382626 0.9896400662198594 189.218909081508 189.218909081508 -114.26176788142747 -114.26176788142747 58975.16032409994 58906.20262729982 18.627825177446557 18.932033507176538 18.627825177446557 0.8415715005718766 3.244003344083228 8.115610545772032 112.05269358 72.57632757 0.000847509076648878 14.056533139836787 14.516867480516433 14.359936310172081 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.244003344083228 8.115610545772032 112.05269358 72.57632757 0.000847509076648878 14.056533139836787 14.516867480516433 14.359936310172081 1.0 False False 0.3 0.7 1.5 0.02 8 3 68.95769680012017 8.115610545772032 3.244003344083228 0.1569311703443521 2.5017269358165675 -4.4151660266601045 -4.2678888672744755 False 0.01213 Inputed -15.030842327509053 -14.726633997779071 """""" """""" """"""
-0.17456439067041188 0.22298554815253832 -11.228462996537461 17.61583981033899 5832.052442813744 113.98112417390415 85 53 53 72.9127198997885 49 True True 2019lwe 239.88108291666 43.429618999999 SNIa 0.038 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 239.88108291666 43.429618999999 TNS 2019lwe ZTF19abitbcj 2019lwe SNIa 0.038 -0.002737012773192049 0.5698633198956422 0.12166113954394575 0.2579972940301367 0.5698633198956422 0.9402929070988648 17.324110391881273 17.324110391881273 55.58860950790722 55.58860950790722 58708.16060189996 58688.20456020022 17.076644193059664 17.076644193059664 17.20092661931938 2.759726019348822 2.4370298759031663 1.9353603704923936 239.881716367686 43.4293408086328 0.006338885201680022 18.507900758723316 18.91408590751052 18.654159428089855 0.8750000000000001 """""" """""" """""" """""" 1 False True all False False 0 0.7 1.0007450506035231 239.8807057278865 43.429666354199895 0.030246889858098758 23.513340767749547 20.59817931406438 22.614843126693962 0.9499999999999998 False False 0.3 0.7 1.5 0.02 8 3 19.956041699741036 1.9353603704923936 2.4370298759031663 0.25992647942066327 0.7941471664458551 1.8374417144508541 1.4532328087704762 False 0.038 Inputed -18.951444031574216 -19.07572645783393 """""" """""" """"""
-0.09139515583640132 0.2835853175002792 -25.641276367287155 18.021150773729147 5956.974558650298 127.94463472153276 19 16 16 58.893946800380945 60 True True 2019byv 257.15202499999 21.781086888888 SNIa 0.0575 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 257.15202499999 21.781086888888 TNS 2019byv ZTF19aamhqow 2019byv SNIa 0.0575 0.11126396447674125 0.6537077344984752 0.2312398718073574 0.36122035693711396 0.6537077344984752 0.9942289016456378 -8.870670352172015 -8.870670352172015 67.76461715255296 67.76461715255296 58560.4847916998 58557.503124999814 17.839322275051664 17.839322275051664 17.87385850571597 7.574576279961532 2.484783622988 1.6289174037873244 257.152015003924 21.78153927072175 0.00042363832491099096 14.950636798791885 16.103041629555225 15.365529139146805 0.975 """""" """""" """""" """""" 0 False True all False False 0 2.484783622988 1.6289174037873244 257.152015003924 21.78153927072175 0.00042363832491099096 14.950636798791885 16.103041629555225 15.365529139146805 0.975 False False 0.3 0.7 1.5 0.02 8 3 2.9816666999831796 1.6289174037873244 2.484783622988 0.7375124904084203 0.6555570427611399 -1.7362806454964392 -2.508329366569164 False 0.0575 Inputed -19.18797324023261 -19.222509470896913 """""" """""" """"""
-0.023502150041576516 0.38105118116205305 -24.934135713790198 18.845948105307492 4196.911723139917 329.8242536028905 72 36 36 72.79783559963107 36 True True 2020fhw 225.1245833333333 17.2363 SNIIn 0.1116 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 225.1245833333333 17.2363 TNS 2020fhw ZTF20aattztb 2020fhw SNIIn 0.1116 0.48493418870873484 0.7235718854415722 0.5419635747539253 0.6007185169771319 0.7235718854415722 0.853840728284478 77.93655175723723 77.93655175723723 -5.1387161576061615 -5.1387161576061615 58998.27517359983 58936.456967600156 18.604969876997675 18.978520986594887 18.604969876997675 0.6025780763539001 1.7250841407152335 1.1734603575902725 225.12446912565548 17.23660716862895 0.0022790174795893625 18.1169780820632 18.64823854937434 18.34044716957569 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.7250841407152335 1.1734603575902725 225.12446912565548 17.23660716862895 0.0022790174795893625 18.1169780820632 18.64823854937434 18.34044716957569 1.0 False False 0.3 0.7 1.5 0.02 8 3 61.81820599967614 1.1734603575902725 1.7250841407152335 0.3077913797986511 0.6802336940525965 -0.3302824372205464 -0.26452270742198536 False 0.1116 Inputed -19.922249542223376 -19.548698432626164 """""" """""" """"""
-0.1463204666064148 0.33317901326323224 -10.337750097623195 19.459286282985683 6091.334645559124 150.54584646749 46 36 36 37.830208300147206 24 True True 2020hfd 224.38195416666665 26.782994444444444 SNIa 0.1083 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 224.38195416666665 26.782994444444444 TNS 2020hfd ZTF20aauwrod 2020hfd SNIa 0.1083 -0.09813757905327947 0.2856842684667704 -0.012059570312644041 0.08037636676681359 0.2856842684667704 0.5206647878207811 7.068525394862073 7.068525394862073 30.761682905285134 30.761682905285134 58964.35658559995 58954.461736099795 19.03882418390312 19.03882418390312 19.165108733597954 0.5434499595579536 0.5983949829459856 0.2545353365251816 224.381927330177 26.783060966116352 0.001421621370848336 20.367949637196062 21.009107210547924 20.625609818056823 0.54 """""" """""" """""" """""" 0 False True all False False 0 0.5983949829459856 0.2545353365251816 224.381927330177 26.783060966116352 0.001421621370848336 20.367949637196062 21.009107210547924 20.625609818056823 0.54 False False 0.3 0.7 1.5 0.02 8 3 9.894849500153214 0.2545353365251816 0.5983949829459856 0.38349739249110115 0.4253634201143651 1.970283026644804 1.460501084458869 False 0.1083 Inputed -19.29548075167194 -19.421765301366772 """""" """""" """"""
-0.18576666249026264 0.11951988233770489 -11.390960238356906 19.08677893893139 4671.202207305468 112.289399603886 63 40 40 60.82686340017244 49 True True 2020ttg 1.2717458333333331 12.768061111111113 SNIa 0.0705 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 1.2717458333333331 12.768061111111113 TNS 2020ttg ZTF20acajvrj 2020ttg SNIa 0.0705 0.34035448304129545 1.0690923902887803 0.49950421707585946 0.6732894437821102 1.0690923902887803 1.537426793080943 14.971948426854048 14.971948426854048 45.854914973318394 45.854914973318394 59125.29371530004 59110.36597219994 18.372509692451466 18.42875806949624 18.372509692451466 1.5879988583746187 0.9636896146300707 2.127228889526878 1.27134859238073 12.7676149429907 0.003427744072981631 19.28306648310423 20.375225611371995 19.695222484974863 0.925 """""" """""" """""" """""" 0 False True all False False 0 0.9636896146300707 2.127228889526878 1.27134859238073 12.7676149429907 0.003427744072981631 19.28306648310423 20.375225611371995 19.695222484974863 0.925 False False 0.3 0.7 1.5 0.02 8 3 14.92774310009554 2.127228889526878 0.9636896146300707 0.680003126397132 2.2073796969820543 1.946467541875755 1.3227127925233972 False 0.0705 Inputed -19.138354954782926 -19.082106577738152 """""" """""" """"""
-0.15047210744003273 0.35691857623264683 -3.0607215040787947 18.992665807362958 5000.323143668881 135.03529071768037 33 14 14 25.919594899751246 33 True True 2020abab 127.93371666666667 22.491647222222223 SNIa 0.088376 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 127.93371666666667 22.491647222222223 TNS 2020abab ZTF20actvfgr 2020abab SNIa 0.088376 0.10731617662060344 0.6155132063961553 0.22043360131133483 0.342485732833282 0.6155132063961553 0.9310118998701533 9.715907535256218 9.715907535256218 16.20368736449503 16.20368736449503 59185.392500000075 59179.46263890015 18.762612333158582 18.834228301327546 18.762612333158582 1.2401088985150999 1.9147445888884076 6.220864400676118 127.93320825318 22.48998427712285 0.005127659312950339 17.355652232266664 17.943922972023486 17.61984390506625 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.9147445888884076 6.220864400676118 127.93320825318 22.48998427712285 0.005127659312950339 17.355652232266664 17.943922972023486 17.61984390506625 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 5.929861099924892 6.220864400676118 1.9147445888884076 0.32407906695723554 3.248926481775619 -0.8903053293040593 -1.1427684280923316 False 0.088376 Inputed -19.247478223537435 -19.17586225536847 """""" """""" """"""
-0.061395382947501576 0.3086084327940709 -24.34170503956529 18.16761157353669 6610.920878367446 185.079418708431 69 42 42 74.81915510026738 52 True True 2020hgw 214.5797208333333 38.92955555555555 SNII 0.043 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 214.5797208333333 38.92955555555555 TNS 2020hgw ZTF20aaurjbj 2020hgw SNII 0.043 -0.12164044868853807 0.1761822886673876 -0.053519373586922825 0.018705235600336323 0.1761822886673876 0.352281581263739 4.765335649666998 4.765335649666998 70.05381945060039 70.05381945060039 58964.345046299975 58954.38736109994 17.512668213344813 17.512668213344813 17.678515211848858 3.941603840579323 1.4957462981067835 0.6166540218239734 214.5795194275545 38.92948632128295 0.000793265406145216 17.191884799986184 17.267416909564137 17.241348960046768 0.925 """""" """""" """""" """""" 0 False True all False False 0 1.4957462981067835 0.6166540218239734 214.5795194275545 38.92948632128295 0.000793265406145216 17.191884799986184 17.267416909564137 17.241348960046768 0.925 False False 0.3 0.7 1.5 0.02 8 3 9.957685200031847 0.6166540218239734 1.4957462981067835 0.026067949517369016 0.41227180211276016 -0.24525130378067672 -0.4371662518020898 False 0.043 Inputed -18.744900642687348 -18.910747641191392 """""" """""" """"""
-0.1536874338983773 0.38135741142313295 -11.403550828659046 19.803245429031726 5362.649613239868 200.9564881742677 39 21 21 29.069039299618453 49 True True 2021kfy 196.51922499999998 23.8011 SNIa 0.15 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 196.51922499999998 23.8011 TNS 2021kfy ZTF21aawbbid 2021kfy SNIa 0.15 0.05558194545677253 0.36845184020224764 0.12787023334795222 0.20401058714283238 0.36845184020224764 0.5501747970270898 12.850717337872663 12.850717337872663 16.21832196174579 16.21832196174579 59335.252453700174 59317.27077550022 19.6059188885084 19.6059188885084 19.643430080228 0.31210250005557966 0.9881349413315641 3.168759051354935 196.519922415531 23.800493703469648 0.003147091199236507 18.477886771699787 19.521714877107144 18.822404873056414 1.0 """""" """""" """""" """""" 0 False True all False False 0 0.9881349413315641 3.168759051354935 196.519922415531 23.800493703469648 0.003147091199236507 18.477886771699787 19.521714877107144 18.822404873056414 1.0 False False 0.3 0.7 1.5 0.02 8 3 17.98167819995433 3.168759051354935 0.9881349413315641 0.6993100040507301 3.2068080166104282 -0.08420401140125477 -0.8210252071715871 False 0.15 Inputed -19.541925990771425 -19.579437182491027 """""" """""" """"""
-0.001893591202867871 0.5126836305588823 -8.206610901522508 18.695046383492816 5594.716405441854 119.72352850747242 128 62 62 73.86791659984738 84 True True 2018ccp 263.058745 36.074007388888 SNII 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 263.058745 36.074007388888 TNS 2018ccp ZTF18aawyjjq 2018ccp SNII 0.04 0.013028322423480176 0.5597201693805438 0.13264796185818284 0.263149049205218 0.5597201693805438 0.9091444586067645 350.6788438093652 350.6788438093652 -276.81092720951784 -276.81092720951784 58272.38167819986 58266.31594910007 18.541097407089133 18.541097407089133 18.651445416992647 2.8007682006369685 3.0337629155279355 4.8884872586001995 263.057119937426 36.074351970527346 0.0006859459538239854 14.535584362689256 15.378873518490792 14.601450752084256 1.0 """""" """""" """""" """""" 1 False True all False False 0 3.5084195492174284 4.584821348007869 263.057306892426 36.07452785552735 0.0007106078479839351 14.38992990724206 15.474806080651284 14.821810951640607 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 6.065729099791497 4.8884872586001995 3.0337629155279355 0.7774227664065361 1.6113610043748277 -3.1622238885983407 -4.049994664908391 False 0.04 Inputed -17.61335947048877 -17.723707480392285 """""" """""" """"""
-0.1468911036123661 0.24554272814791123 -6.058165311534511 18.847886684385337 6044.239731191231 82.68433750297375 115 70 70 45.026307800319046 81 True False 2021rkk 297.49283749999995 55.926988888888886 SNIa 0.085 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 297.49283749999995 55.926988888888886 TNS 2021rkk ZTF21abimejj 2021rkk SNIa 0.085 -0.08258492814061213 0.7140060516933104 0.08103027509236682 0.2668566039547926 0.7140060516933104 1.2791384569101325 13.51372291660111 13.51372291660111 31.512584883717935 31.512584883717935 59404.35668980004 59394.3448379999 18.254046070701506 18.254046070701506 18.430750808721488 0.6896644134416398 0.7 0.6999943086295395 297.49307942 55.92712831 0.021401456164990673 23.301659564256667 21.893941690635682 22.517118839931488 0.65 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.6999943086295395 297.49307942 55.92712831 0.021401456164990673 23.301659564256667 21.893941690635682 22.517118839931488 0.65 False False 0.3 0.7 1.5 0.02 8 3 10.011851800139993 0.6999943086295395 0.7 -0.623177149295806 0.9999918694707708 3.639895619934176 4.08636803121 False 0.085 Inputed -19.493186807241457 -19.66989154526144 """""" """""" """"""
-0.02933050132904077 0.45370493546942314 -26.656336561045716 17.35922744359545 4429.676460039436 228.62889011995668 21 14 14 43.0018402999267 36 True True 2019wbd 350.14655166666 -0.880852888888 SNII 0.01459 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 350.14655166666 -0.880852888888 TNS 2019wbd ZTF19acxgwvo 2019wbd SNII 0.01459 0.46103000347734024 0.8101574110883725 0.5427964396711076 0.6281554593942573 0.8101574110883725 1.0081049718125215 11.250673634077078 11.250673634077078 31.75116666584962 31.75116666584962 58831.06984949997 58820.10776619986 17.23787217803991 17.69606816688253 17.23787217803991 3.81394240247649 3.0409069865664344 0.17517655890956743 350.146593975901 -0.880876933885463 0.0015845522972308679 16.289103703877927 16.435465911469457 16.2492203458941 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.0409069865664344 0.17517655890956743 350.146593975901 -0.880876933885463 0.0015845522972308679 16.289103703877927 16.435465911469457 16.2492203458941 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.962083300109953 0.17517655890956743 3.0409069865664344 0.18624556557535854 0.05760668106043051 -1.2606022554130725 -0.9886518321458126 False 0.01459 Inputed -16.823146361841342 -16.364950372998724 """""" """""" """"""
-0.06339085647085668 0.3274880996444056 -9.010658835389492 20.10398310805811 6096.698725316157 216.11395132947644 30 16 16 43.94085650006309 39 True True 2020ocn 208.4741791 53.9971019 TDE 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 208.4741791 53.9971019 TNS 2020ocn ZTF18aakelin 2020ocn TDE 0.07 -0.1324202002483723 0.11596900612665806 -0.07488932800844239 -0.014388440125458146 0.11596900612665806 0.25957058599921723 25.59369484813788 25.59369484813788 18.347161651925212 18.347161651925212 58985.29967590002 58968.30517360009 19.636854027482006 19.636854027482006 19.779228032189945 0.6366272214521785 0.9513785276131724 0.13164853186727177 208.474165286544 53.99713755615715 0.0002948887375543441 17.128670562638042 18.227436318198443 17.482377868356707 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.9513785276131724 0.13164853186727177 208.474165286544 53.99713755615715 0.0002948887375543441 17.128670562638042 18.227436318198443 17.482377868356707 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 16.9945022999309 0.13164853186727177 0.9513785276131724 0.7450584498417356 0.1383766062048435 -1.409417709283563 -2.2968501638332377 False 0.07 Inputed -17.71593791940085 -17.85831192410879 """""" """""" """"""
-0.08865441303415737 0.18029669245757957 -0.24440469945466436 17.947229555738527 4124.969926555176 104.59053194151775 14 7 7 33.89322909992188 57 True True 2018ddr 209.66029208333 7.217019 SNIIb 0.01462 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 209.66029208333 7.217019 TNS 2018ddr ZTF18abdmlya 2018ddr SNIIb 0.01462 0.3840525937782715 1.1965171646840709 0.5598400413510412 0.7529214153464494 1.1965171646840709 1.7273235437580965 21.955877391780465 21.955877391780465 11.937351708141417 11.937351708141417 58305.17770829983 58302.30135420011 17.849248270241233 17.948867012707424 17.849248270241233 10.731130590207718 4.149923772911407 2.679651186387989 209.66087224137198 7.216547002475265 0.0005491974146869527 13.94613796231687 14.904792110517025 14.363707126904727 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 4.149923772911407 2.679651186387989 209.66087224137198 7.216547002475265 0.0005491974146869527 13.94613796231687 14.904792110517025 14.363707126904727 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 2.876354099716991 2.679651186387989 4.149923772911407 0.5410849836122988 0.6457109414585852 -3.044074902190399 -3.4855411433365067 False 0.01462 Inputed -16.216247434092452 -16.11662869162626 """""" """""" """"""
-0.17993299820031616 0.3303220935783422 -31.35641968670529 16.147905182722884 3705.732263818214 483.9786493569776 41 28 28 59.87013880023733 54 True False 2021bls 250.8363708333333 61.59486666666667 SNIa 0.019 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 250.8363708333333 61.59486666666667 TNS 2021bls ZTF21aagtqug 2021bls SNIa 0.019 0.7077377871453656 0.8858873513824435 0.7509560077405837 0.7950439924302444 0.8858873513824435 0.980387071125925 -23.185507988109705 -23.185507988109705 83.05564678834703 83.05564678834703 59250.533171299845 59248.518368099816 17.018422143328607 17.625834253872004 17.018422143328607 9.582335642997922 0.8133254945165423 6.129102636623659 250.83512143 61.59646209 0.17118307628047713 22.463087997555732 23.6657536649704 22.677674711966514 0.2 """""" """""" """""" """""" 0 False True all False False 0 0.8133254945165423 6.129102636623659 250.83512143 61.59646209 0.17118307628047713 22.463087997555732 23.6657536649704 22.677674711966514 0.2 False False 0.3 0.7 1.5 0.02 8 3 2.0148032000288367 0.0 0.0 0.0 0.0 6.014165746127997 6.251577856671393 True 0.019 Inputed -17.61853861700221 -17.01112650645881 """""" """""" """"""
-0.13022071354580741 0.2778939849698753 -8.726347349147812 18.990873075965105 5708.605631561488 165.64175841595966 20 13 13 40.035254599992186 61 True True 2020jsg 177.33046666666664 -0.20703055555555558 SNIa 0.0826 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 177.33046666666664 -0.20703055555555558 TNS 2020jsg ZTF20aayvqhl 2020jsg SNIa 0.0826 -0.03536557510308569 0.32702160650375234 0.04682435021119247 0.1344445621731012 0.32702160650375234 0.5445738265128028 15.109646896971038 15.109646896971038 24.92560770302115 24.92560770302115 58992.1936805998 58978.191111099906 18.591671857273802 18.591671857273802 18.673693054068938 1.1084607044441608 3.3988275602212163 4.109220761906499 177.329464345267 -0.2064844113621655 0.0036741498517294247 16.695602788707614 17.53314900892973 16.989661013417837 0.97 """""" """""" """""" """""" 0 False True all False False 0 3.3988275602212163 4.109220761906499 177.329464345267 -0.2064844113621655 0.0036741498517294247 16.695602788707614 17.53314900892973 16.989661013417837 0.97 False False 0.3 0.7 1.5 0.02 8 3 14.002569499891251 4.109220761906499 3.3988275602212163 0.5434879955118923 1.209011251409014 -1.0585228483440723 -1.6840320406511005 False 0.0826 Inputed -19.186921633374993 -19.26894283017013 """""" """""" """"""
-0.14086024545310097 0.2461780079069819 -18.23028382116617 18.461899505082968 6060.783668467608 148.22277039458285 19 16 16 61.98159720003605 49 True False 2019bvn 158.37567541666 -14.96083888888 SNIa 0.063 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 158.37567541666 -14.96083888888 TNS 2019bvn ZTF19aakrawk 2019bvn SNIa 0.063 -0.021521671944878307 0.3941399942578414 0.07171142940352127 0.171819109021758 0.3941399942578414 0.6486029299907266 12.678841838330621 12.678841838330621 49.30275536170543 49.30275536170543 58560.23086810019 58539.272743099835 18.022151744491588 18.022151744491588 18.03624663602731 2.8575071532358036 1.8646117106086328 0.3207675042026163 158.37558425 -14.96085237 0.0006039862807694085 16.297878511822223 17.424407087373734 16.67740643377304 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.8646117106086328 0.3207675042026163 158.37558425 -14.96085237 0.0006039862807694085 16.297878511822223 17.424407087373734 16.67740643377304 1.0 False False 0.3 0.7 1.5 0.02 8 3 20.958125000353903 0.3207675042026163 1.8646117106086328 0.7470006536006935 0.17202911596962658 -0.597744657117854 -1.358840202254271 False 0.063 Inputed -19.226693171776663 -19.240788063312387 """""" """""" """"""
-0.17305840560671878 0.3304578497151361 -9.085842730216747 18.440089625883285 6007.472796332321 211.33756422330094 20 8 8 16.020382000133395 52 True False 2019wmk 77.0870375 7.820972222222222 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 77.0870375 7.820972222222222 TNS 2019wmk ZTF19acyflhv 2019wmk SNIa 0.08 -0.11280515749423614 0.14618789286199885 -0.05289948876461281 0.010154486986824196 0.14618789286199885 0.2962880207302483 -2.6875625724690853 -2.6875625724690853 18.70794457260248 18.70794457260248 58830.21092589991 58830.21092589991 18.140392256277057 18.140392256277057 18.277038727002182 1.6275762678802477 2.048839086081103 1.9545611196182249 77.08648965 7.82098619 0.0019219840931182786 17.314067767238615 17.863478050231933 17.497042024755476 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.048839086081103 1.9545611196182249 77.08648965 7.82098619 0.0019219840931182786 17.314067767238615 17.863478050231933 17.497042024755476 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 1.9545611196182249 2.048839086081103 0.3664360254764567 0.9539846896208879 -0.27691420604512373 -0.7799967022467058 False 0.08 Inputed -19.512895295069196 -19.64954176579432 """""" """""" """"""
-0.07538630984988698 0.17794412334281862 -17.334721805657857 17.381039514963327 5442.341802364732 202.49489911356773 314 38 38 64.9189003999345 49 True True 2020aekp 235.7974583333333 17.813111111111112 SNIa 0.046 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 235.7974583333333 17.813111111111112 TNS 2020aekp ZTF21aaabwzx 2020aekp SNIa 0.046 0.07569375195648931 0.39046819488278217 0.14848735779789735 0.2251148984551996 0.39046819488278217 0.5730071994201396 11.54486513169481 11.54486513169481 53.374035268239695 53.374035268239695 59221.505949100014 59215.52555559995 16.862856222811246 16.862856222811246 16.874487300482855 9.200249856609007 2.360338240963737 3.5365908978019673 235.79772968413852 17.81216330207355 0.007176753487163623 18.362388536357876 18.843698586604596 18.524644817483427 0.9600000000000002 """""" """""" """""" """""" 1 False True all False False 0 0.4463227694314316 2.728348172000875 235.796694525931 17.813324580175347 0.018566547579671022 21.516394038746355 24.570883734641075 22.852798547768593 0.1 False False 0.3 0.7 1.5 0.02 8 3 5.980393500067294 3.5365908978019673 2.360338240963737 0.3190537691211688 1.4983407193190925 1.98084236379335 1.6501575170005722 False 0.046 Inputed -19.69693244258628 -19.70856352025789 """""" """""" """"""
-0.0654398383147543 0.3238984714259986 -0.43040081278862174 17.46935367463221 4996.830966654305 145.5150562477929 102 69 69 73.89718750026077 170 True True 2019wnp 70.318967083333 20.369676361111 SNIc 0.044 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 70.318967083333 20.369676361111 TNS 2019wnp ZTF19acyggzu 2019wnp SNIc 0.044 0.07965993570980245 0.5371412837125291 0.18228891835703465 0.29246974053748787 0.5371412837125291 0.8172427886661353 28.732674002620374 28.732674002620374 45.1645134976404 45.1645134976404 58831.2096644002 58819.27348379977 17.086947589407227 17.086947589407227 17.139480092642142 0.5696856291011445 0.658297779510281 0.25025291144174394 70.3190036 20.36961586 0.004783440100774916 21.72740111179352 21.654131678390502 20.925297233581542 0.35000000000000003 """""" """""" """""" """""" 0 False True all False False 0 0.658297779510281 0.25025291144174394 70.3190036 20.36961586 0.004783440100774916 21.72740111179352 21.654131678390502 20.925297233581542 0.35000000000000003 False False 0.3 0.7 1.5 0.02 8 3 11.936180600430816 0.25025291144174394 0.658297779510281 0.7288344448089603 0.3801515351121363 4.567184088983275 3.7858171409394004 False 0.044 Inputed -19.33437715882422 -19.386909662059136 """""" """""" """"""
-0.17037376844929875 0.39725004562437066 -6.611770307884322 18.219102629306423 5769.698001138486 188.5233782334276 97 50 50 18.950763899832964 63 True False 2019uwp 37.357008333333326 51.21216666666667 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 37.357008333333326 51.21216666666667 TNS 2019uwp ZTF19acqypso 2019uwp SNIa 0.07 -0.07203856255057417 0.23223344200799545 -0.0022595960689599792 0.07159670592224643 0.23223344200799545 0.41131554034922857 9.749376565231227 9.749376565231227 9.201387334601737 9.201387334601737 58806.200104199816 58795.25756940013 17.806302095176385 17.806302095176385 17.95517615123676 0.3564129662065332 4.523504704981668 0.540844364448315 37.356772 51.21214113 0.0010598662374241563 14.710611055088043 15.783317785263062 15.09369412946701 0.97 """""" """""" """""" """""" 0 False True all False False 0 4.523504704981668 0.540844364448315 37.356772 51.21214113 0.0010598662374241563 14.710611055088043 15.783317785263062 15.09369412946701 0.97 False False 0.3 0.7 1.5 0.02 8 3 10.942534799687564 0.540844364448315 4.523504704981668 0.6896236557960513 0.11956312631944235 -2.0229843099133227 -2.861482021769749 False 0.07 Inputed -19.539989800354036 -19.68886385641441 """""" """""" """"""
-0.10661708466473496 0.35264594291908313 -17.373283638758814 18.46733801357021 5435.05506408164 193.96046665021092 26 16 16 41.01310179987922 38 True False 2020jqx 214.55743749999996 -5.941897222222223 SNIb 0.0599 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 214.55743749999996 -5.941897222222223 TNS 2020jqx ZTF20aazhyrs 2020jqx SNIb 0.0599 0.08333453605380825 0.4152615633543846 0.15984124557918022 0.24055076867370673 0.4152615633543846 0.60890781618577 -1.597298639760476 -1.597298639760476 42.6104004396397 42.6104004396397 58986.221226899885 58980.22126160003 18.27153868118454 18.27153868118454 18.303784538891602 1.5892035582553177 1.668482557222403 1.0651221790164622 214.55736209 -5.94161102 0.0007081013401609715 16.681790113902093 17.080574966597556 16.876978578197956 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.668482557222403 1.0651221790164622 214.55736209 -5.94161102 0.0007081013401609715 16.681790113902093 17.080574966597556 16.876978578197956 1.0 False False 0.3 0.7 1.5 0.02 8 3 5.999965299852192 1.0651221790164622 1.668482557222403 0.2035963883995997 0.6383777729085873 -1.1909637145869851 -1.4268059606936454 False 0.0599 Inputed -18.848044364429033 -18.880290222136093 """""" """""" """"""
-0.18549555462741063 0.28952948201884476 -5.749991209886199 17.77468687276803 5631.799006918549 79.24285364292432 29 19 19 39.895393499638885 60 True True 2020aai 152.9912625 -1.9516944444444444 SNIa 0.045 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 152.9912625 -1.9516944444444444 TNS 2020aai ZTF20aagfjlj 2020aai SNIa 0.045 0.009484244224996274 0.9114817836386955 0.19386417173313575 0.40386821782219684 0.9114817836386955 1.5572904538122003 9.953731546049898 9.953731546049898 29.941661953588987 29.941661953588987 58873.35686339997 58864.33523150021 17.392268094711564 17.392268094711564 17.492941422420927 2.659766914271387 3.6166784860053474 2.629936710679167 152.9905315902425 -1.951685709763325 0.0006755716067512463 14.54787075410843 15.662403098337649 14.913735685669185 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 3.6166784860053474 2.629936710679167 152.9905315902425 -1.951685709763325 0.0006755716067512463 14.54787075410843 15.662403098337649 14.913735685669185 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 9.021631899755448 2.629936710679167 3.6166784860053474 0.748667412668464 0.727169064337802 -1.7298649963739159 -2.5792057367517423 False 0.045 Inputed -19.030234017326976 -19.130907345036338 """""" """""" """"""
-0.12242731666990056 0.4051708296535236 -5.451307505928842 18.698841305056526 5652.59349165179 237.83160902004764 22 10 10 15.051875000353903 121 True False 2020ooz 294.84598333333327 -18.02955 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 294.84598333333327 -18.02955 TNS 2020ooz ZTF20ablagfg 2020ooz SNIa 0.08 -0.061311527758320494 0.176292985805091 -0.005830859127559762 0.05220636025513059 0.176292985805091 0.3116553153356847 13.87316763151997 13.87316763151997 1.1787073688339333 1.1787073688339333 59054.27192129986 59042.326898099855 18.466103873067055 18.466103873067055 18.49687257731953 0.6373197092158295 2.031490817046762 0.8537489056216617 294.84582468 -18.02973298 0.0020913648370792792 17.660635726976395 18.71383784623146 18.070756542921067 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.031490817046762 0.8537489056216617 294.84582468 -18.02973298 0.0020913648370792792 17.660635726976395 18.71383784623146 18.070756542921067 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.945023200009018 0.8537489056216617 2.031490817046762 0.6430813033103924 0.42025732947332817 0.24773397316440438 -0.42611603439846135 False 0.08 Inputed -19.29306144475185 -19.323830149004323 """""" """""" """"""
-0.2156165689306903 0.32314996882871283 -3.443316799655414 18.5100608570884 5533.50615855884 149.84308563910895 23 10 10 26.988657400012016 65 True True 2019gjs 224.73820791666 20.05295 SNIIn 0.043 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 224.73820791666 20.05295 TNS 2019gjs ZTF19abiszoe 2019gjs SNIIn 0.043 -0.03345245115583495 0.3732653770741905 0.05785648987156833 0.15584168456772574 0.3732653770741905 0.6218517676579296 8.805121163910037 8.805121163910037 18.18353623610198 18.18353623610198 58698.17798609985 58691.16865740018 18.23868223402092 18.488741609095324 18.23868223402092 1.433601812763851 3.305114583926292 10.121812571261463 224.7411942358915 20.05276135225175 0.0013967436684936274 14.315795023502112 15.445398203151226 14.798170805159806 0.975 """""" """""" """""" """""" 3 False True all False False 0 0.7 0.5596002213108757 224.738042670659 20.0529418015621 0.20583134641537104 26.513774802882672 17.821099247565268 26.20336943591356 0.875 False False 0.3 0.7 1.5 0.02 8 3 7.009328699670732 10.121812571261463 3.305114583926292 0.6472273979914203 3.062469489102346 -3.043343405944098 -3.4405114288611145 False 0.043 Inputed -18.184733620515285 -17.93467424544088 """""" """""" """"""
-0.015558833655994649 0.1654906732385662 -3.4828141610118246 16.341670092626828 5244.743653275544 107.77695388588276 59 31 31 73.85546300001442 54 True True 2018fpb 359.92838833333 34.344454444444 SNII 0.0148 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 359.92838833333 34.344454444444 TNS 2018fpb ZTF18abqyvzy 2018fpb SNII 0.0148 0.05247332775856961 0.6898330680500813 0.19004211161237095 0.3414324015396808 0.6898330680500813 1.1069263977996577 121.03284205218894 121.03284205218894 -47.177379052174516 -47.177379052174516 58367.3035300998 58358.403252299875 16.15380255683126 16.15380255683126 16.161866403093324 41.02139138066939 4.506265774815861 0.8742817905250972 359.928622744117 34.344601141153305 0.0014963480036623844 15.167200342259406 15.457505885334015 15.265642946846485 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.506265774815861 0.8742817905250972 359.928622744117 34.344601141153305 0.0014963480036623844 15.167200342259406 15.457505885334015 15.265642946846485 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.900277799926698 0.8742817905250972 4.506265774815861 0.1918629384875299 0.19401469736010474 -0.6962966714972438 -0.8962234562468385 False 0.0148 Inputed -17.930301554136797 -17.93836540039886 """""" """""" """"""
-0.15192584140016063 0.3593645211926087 -7.396027153021882 18.801799076103286 4563.641493601743 170.88856299218236 81 36 36 32.04552089981735 82 True False 2020tzl 34.669999999999995 50.78695277777778 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 34.669999999999995 50.78695277777778 TNS 2020tzl ZTF20acctbbw 2020tzl SNIa 0.05 0.28181669838854617 0.7167060135321215 0.38124828195167737 0.48668602104194036 0.7167060135321215 0.974295391906125 13.303432520986398 13.303432520986398 18.74208837883095 18.74208837883095 59126.332245400175 59112.369085600134 18.472936836659503 18.83946071007392 18.472936836659503 0.29987786271597694 2.0831247733149634 2.021311915705348 34.67063873 50.78656266 0.002385634402356396 17.546696425914764 18.448804589176177 17.722800775432585 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.0831247733149634 2.021311915705348 34.67063873 50.78656266 0.002385634402356396 17.546696425914764 18.448804589176177 17.722800775432585 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.963159800041467 2.021311915705348 2.0831247733149634 0.726003813743592 0.9703268578044655 -0.3906561208977415 -0.7501360612269181 False 0.05 Inputed -18.281601794515772 -17.915077921101357 """""" """""" """"""
-0.16535347701611922 0.2374899357652214 -6.760218925797231 18.824687974740222 5758.357830280194 118.67460343854384 56 24 24 39.92478010011837 56 True True 2020vas 343.29853749999995 11.113538888888888 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 343.29853749999995 11.113538888888888 TNS 2020vas ZTF20acgznau 2020vas SNIa 0.07 -0.041144060481862255 0.48886435521288263 0.07451622046040285 0.20091783715358602 0.48886435521288263 0.8290558497088512 10.92355542681084 10.92355542681084 29.00122467330753 29.00122467330753 59138.21234950004 59129.22285880009 18.285146829388456 18.285146829388456 18.386739591651406 1.6305031528935896 2.505962054940286 5.17125393085251 343.297159769275 11.11305330230155 0.009858020222019759 18.256593827557566 18.85661264081478 18.412520959033966 0.9450000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.505962054940286 5.17125393085251 343.297159769275 11.11305330230155 0.009858020222019759 18.256593827557566 18.85661264081478 18.412520959033966 0.9450000000000001 False False 0.3 0.7 1.5 0.02 8 3 8.989490699954331 5.17125393085251 2.505962054940286 0.44409168178081515 2.0635803006904405 0.5714658114263251 0.025781367382560205 False 0.07 Inputed -19.10842635993939 -19.21001912220234 """""" """""" """"""
-0.1126738790862693 0.2661941311981505 -7.433863024370108 19.88610680384725 6611.168125452836 202.51560052351783 27 8 8 14.91667820001021 55 True True 2021log 229.86687499999996 13.849497222222222 SNIa 0.142 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 229.86687499999996 13.849497222222222 TNS 2021log ZTF21aazefjq 2021log SNIa 0.142 -0.2318258224410208 0.011302514065612002 -0.17591760635166054 -0.11684757257385314 0.011302514065612002 0.15369992469825178 14.30201625682115 14.30201625682115 0.614661943189061 0.614661943189061 59349.36335649993 59339.374027799815 19.295059707218616 19.295059707218616 19.57013444136154 1.4089749968468632 0.8908443415856394 0.2145488690482047 229.866929598661 13.84946999013145 0.00023883987999484546 17.01158326346159 18.37972497650862 17.41588122909546 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.8908443415856394 0.2145488690482047 229.866929598661 13.84946999013145 0.00023883987999484546 17.01158326346159 18.37972497650862 17.41588122909546 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 9.989328700117767 0.2145488690482047 0.8908443415856394 0.9638437474131578 0.24083766269012047 -0.915334730709997 -2.1542532122660774 False 0.142 Inputed -19.493005089625235 -19.768079823768158 """""" """""" """"""
-0.13110992083349612 0.49262497934167276 -3.9529919325079956 18.526737091467126 5938.311029093203 78.16441136374688 69 46 46 33.036400499753654 38 True True 2020mvm 203.06900416666664 29.846297222222223 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 203.06900416666664 29.846297222222223 TNS 2020mvm ZTF20abfemvr 2020mvm SNIa 0.07 -0.0889196189527226 0.7622235737235954 0.08388617300447265 0.2815858105139917 0.7622235737235954 1.3773770836952437 16.44212273266346 16.44212273266346 16.594277767090194 16.594277767090194 59027.19575229986 59012.20074070012 18.283374541025836 18.283374541025836 18.365339756405614 0.36353429171828705 0.9843084867873004 2.254745183064919 203.0695737363935 29.8466822099532 0.012791439885165845 20.91217050850004 21.048308818262818 21.020430039243102 0.8583333333333334 """""" """""" """""" """""" 0 False True all False False 0 0.9843084867873004 2.254745183064919 203.0695737363935 29.8466822099532 0.012791439885165845 20.91217050850004 21.048308818262818 21.020430039243102 0.8583333333333334 False False 0.3 0.7 1.5 0.02 8 3 14.995011599734426 2.254745183064919 0.9843084867873004 0.027878779019715694 2.290689568698342 2.764934277236982 2.655090282837488 False 0.07 Inputed -19.12982619518518 -19.21179141056496 """""" """""" """"""
-0.12793953653665596 0.4540305451281319 -5.5809654410169305 18.79956163007385 6108.708087288453 119.26073458320883 70 30 30 30.96075229998678 46 True True 2021nwc 191.5375 0.9862833333333333 SNIa 0.095 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 191.5375 0.9862833333333333 TNS 2021nwc ZTF21abcmjdy 2021nwc SNIa 0.095 -0.12861463548665242 0.361767977501529 -0.021818079389607448 0.09505248946286926 0.361767977501529 0.6774556662226416 9.574470589117166 9.574470589117166 21.386281710869614 21.386281710869614 59370.2176967999 59361.233854200225 18.44920429680334 18.44920429680334 18.608847822395127 0.39012692805543364 0.7 1.4326469814725609 191.53789798 0.98628872 0.07305626477054294 24.303617573738098 22.81235276197195 23.38610049673319 0.55 """""" """""" """""" """""" 0 False True all False False 0 0.7 1.4326469814725609 191.53789798 0.98628872 0.07305626477054294 24.303617573738098 22.81235276197195 23.38610049673319 0.55 False False 0.3 0.7 1.5 0.02 8 3 8.983842599671334 0.0 0.0 0.0 0.0 5.19079570319666 4.6611521776048725 True 0.095 Inputed -19.561241910750134 -19.72088543634192 """""" """""" """"""
-0.1381320018270442 0.3066336184116241 -6.811305183772607 19.65580848548379 6244.295709104291 194.1698490684389 22 8 8 17.000729199964553 33 True True 2019pha 357.31793791666 -11.11084758333 SNIa 0.123 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 357.31793791666 -11.11084758333 TNS 2019pha ZTF19abrilok 2019pha SNIa 0.123 -0.16881227417867706 0.10182023598544276 -0.10671436142660085 -0.04101111067491203 0.10182023598544276 0.26093869135678105 10.746196938103795 10.746196938103795 6.254532261860758 6.254532261860758 58727.39762730012 58718.39789350005 19.171435200792864 19.171435200792864 19.279827749778352 3.5527333810058748 0.9086132773243257 0.5857373506350235 357.31807142 -11.11094408 0.009179763912507743 21.656566772431134 23.45391235501766 22.436720539319516 0.3375 """""" """""" """""" """""" 0 False True all False False 0 0.9086132773243257 0.5857373506350235 357.31807142 -11.11094408 0.009179763912507743 21.656566772431134 23.45391235501766 22.436720539319516 0.3375 False False 0.3 0.7 1.5 0.02 8 3 8.999733800068498 0.5857373506350235 0.9086132773243257 1.017191815698144 0.6446497814338531 4.282477154224797 3.156892789541164 False 0.123 Inputed -19.463515315252263 -19.57190786423775 """""" """""" """"""
-0.13309068049232206 0.4905145983440827 -6.019919440777105 18.679452533771478 5803.6597123896045 201.87176667403438 48 29 29 31.04378469986841 33 True True 2021khe 126.35571249999998 83.01408055555555 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 126.35571249999998 83.01408055555555 TNS 2021khe ZTF21aawqpuf 2021khe SNIa 0.1 -0.08616536196471003 0.19253985519618055 -0.02190164098157865 0.04587739942288849 0.19253985519618055 0.3549810998280236 13.376759916076352 13.376759916076352 17.66702478379206 17.66702478379206 59336.24030089984 59322.19561340008 18.405998280442624 18.405998280442624 18.530739079889365 0.7776691985579124 1.919892828397803 3.266011304673314 126.348352352497 83.0142279516588 0.0021208331393445246 17.168270113158226 18.09285098754883 17.51922697911024 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.919892828397803 3.266011304673314 126.348352352497 83.0142279516588 0.0021208331393445246 17.168270113158226 18.09285098754883 17.51922697911024 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.044687499757856 3.266011304673314 1.919892828397803 0.5736240084385891 1.7011425098133626 -0.3131472928937953 -1.0115121007791252 False 0.1 Inputed -19.753003018581563 -19.877743818028303 """""" """""" """"""
-0.17742122037987706 0.20959292980275107 -11.702423016035787 17.834128117863592 6100.590782661076 105.30904316624503 68 47 47 67.83721060026437 100 True False 2021ucq 292.04887499999995 47.19235 SNIa 0.059 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 292.04887499999995 47.19235 TNS 2021ucq ZTF21abouexm 2021ucq SNIa 0.059 -0.04582138759912979 0.5630881418683202 0.08477368731531598 0.22908589445940208 0.5630881418683202 0.9655310722299824 8.987877591261835 8.987877591261835 58.849333009002535 58.849333009002535 59435.22290509986 59423.339826399926 17.181461751299075 17.181461751299075 17.426972752863705 7.444176822614132 2.116659084697752 7.207385899117568 292.04671864 47.19098583 0.012144630937509726 18.14042468893528 19.102734184598923 18.601617661380768 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7497176422965396 6.567237793692745 292.04969861 47.19408626 0.04044734220923596 20.310816644001008 20.696302716732024 20.396140983390808 0.0 False False 0.3 0.7 1.5 0.02 8 3 11.883078699931502 7.207385899117568 2.116659084697752 0.5011165232181547 3.405076401402045 1.9212724332998476 1.1746449085170632 False 0.059 Inputed -19.691532092249357 -19.937043093813987 """""" """""" """"""
-0.09339812851883646 0.2886914648181368 -6.857038589024379 19.18285462104263 5913.751471890498 203.48076842077833 15 7 7 14.978391200304031 49 True False 2020cyz 213.11402083333329 -5.823416666666667 SNIa 0.11 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 213.11402083333329 -5.823416666666667 TNS 2020cyz ZTF20aappcup 2020cyz SNIa 0.11 -0.10484464785974268 0.16708131682058536 -0.04212603188871 0.02401100912859988 0.16708131682058536 0.32548685071183314 18.382377422794967 18.382377422794967 -3.4039862224909374 -3.4039862224909374 58911.43666670006 58899.49940969981 18.79199682483113 18.79199682483113 18.966428353557834 0.7511717936423072 2.0423163843786116 1.0317178691663 213.11425896 -5.82357795 0.0026053851812528617 17.91167372722626 18.55254218006134 18.21847084159851 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.0423163843786116 1.0317178691663 213.11425896 -5.82357795 0.0026053851812528617 17.91167372722626 18.55254218006134 18.21847084159851 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.937257000245154 1.0317178691663 2.0423163843786116 0.3340713384628309 0.5051704412978144 -0.23945464476978984 -0.7479575119593243 False 0.11 Inputed -19.528731428871854 -19.703162957598558 """""" """""" """"""
-0.16254611503229682 0.279631309077656 -7.319193284908719 17.757482001925304 5912.117559733865 143.570018709975 36 22 22 74.93381939968094 35 True True 2018jfb 171.86362499999 33.617331 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 171.86362499999 33.617331 TNS 2018jfb ZTF18acrdmmw 2018jfb SNIa 0.05 -0.08282176588379997 0.32768851059013215 0.008795450300667085 0.10748838939845484 0.32768851059013215 0.5811519116752351 14.510846143604008 14.510846143604008 60.422973256076936 60.422973256076936 58461.474097200204 58447.483576400205 17.226313874323687 17.226313874323687 17.442324259781728 7.325842087690292 2.0777627732373802 8.749062160025423 171.865168673435 33.615268529551955 0.007176738073892963 17.05696987838268 17.407239530268907 17.207294501930477 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.0777627732373802 8.749062160025423 171.865168673435 33.615268529551955 0.007176738073892963 17.05696987838268 17.407239530268907 17.207294501930477 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 13.990520799998194 8.749062160025423 2.0777627732373802 0.19994502833842986 4.210808987781331 0.18092565594522014 -0.23502975785125102 False 0.05 Inputed -19.312214371393548 -19.52822475685159 """""" """""" """"""
-0.12334742816345076 0.38685537899095274 -7.864503840974505 17.25565351202464 4524.805399145134 153.28904601511596 19 11 11 47.81311340024695 204 True False 2020jgb 268.3027124999999 -0.8560583333333334 SNIa 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 268.3027124999999 -0.8560583333333334 TNS 2020jgb ZTF20aayhacx 2020jgb SNIa 0.03 0.30938054778902213 0.808972692950185 0.4224779545955606 0.5431753074442511 0.808972692950185 1.1102480104405146 13.82261851925568 13.82261851925568 33.99049488099127 33.99049488099127 58986.450659700204 58972.46296299994 16.96347746101282 17.370195816096423 16.96347746101282 1.6388290980645204 0.9870635786221413 0.40958159073150363 268.30277156 -0.85615558 0.001714889807477915 19.30040911359787 20.169682944488525 19.305232989311218 0.7250000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.9870635786221413 0.40958159073150363 268.30277156 -0.85615558 0.001714889807477915 19.30040911359787 20.169682944488525 19.305232989311218 0.7250000000000001 False False 0.3 0.7 1.5 0.02 8 3 13.987696700263768 0.40958159073150363 0.9870635786221413 0.8644499551773066 0.41494955299966135 2.7994871283921015 2.3417555282983997 False 0.03 Inputed -18.67131999261251 -18.264601637528905 """""" """""" """"""
-0.16411988318898799 0.289258721959617 -8.704388392672175 17.765812064801633 5160.352163851255 180.91065705948887 26 16 16 57.9661690001376 30 True True 2018jpo 20.962211666666 10.859003805555 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 20.962211666666 10.859003805555 TNS 2018jpo ZTF18acsyanq 2018jpo SNIa 0.06 0.09844842892863426 0.46093390773795306 0.18153102803631072 0.2694972806760063 0.46093390773795306 0.6745678818111962 14.840223362569116 14.840223362569116 43.125945637568485 43.125945637568485 58472.1733448999 58456.186828699894 17.387277135335967 17.387277135335967 17.46423986972002 6.941589977456825 1.3502933604673277 0.7010104704234619 20.96203914217935 10.859099772170051 0.001157236979529408 17.927327406286004 18.93404232344389 18.260002590758802 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.3502933604673277 0.7010104704234619 20.96203914217935 10.859099772170051 0.001157236979529408 17.927327406286004 18.93404232344389 18.260002590758802 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.986516200006008 0.7010104704234619 1.3502933604673277 0.6740397326850882 0.5191542008181442 1.5467651881079227 0.7957627210387805 False 0.06 Inputed -19.69126111147778 -19.768223845861833 """""" """""" """"""
-0.17756457395786596 0.22952766993427964 -8.376661058189898 18.907627839804604 5717.040227774658 169.4693896004012 29 16 16 60.70586800016463 64 True True 2018jst 123.13015708333 38.416719888888 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 123.13015708333 38.416719888888 TNS 2018jst ZTF18acuscrr 2018jst SNIa 0.07 -0.04158266297713453 0.3098466818591987 0.03828677125405022 0.1233194519355294 0.3098466818591987 0.5200471302309069 10.898806780382563 10.898806780382563 49.807061219782064 49.807061219782064 58472.50440970017 58461.51737269992 18.35608069685078 18.35608069685078 18.434141691643678 2.3306150331046642 2.696458584720037 4.162573676644713 123.12971178047951 38.4156175150025 0.00401402033492837 17.216410508693457 17.90682841160536 17.520702727558614 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.696458584720037 4.162573676644713 123.12971178047951 38.4156175150025 0.00401402033492837 17.216410508693457 17.90682841160536 17.520702727558614 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 10.987037000246346 4.162573676644713 2.696458584720037 0.3861256840467462 1.5437187503018508 -0.44925228524541794 -0.9134389640850635 False 0.07 Inputed -19.061024259947118 -19.139085254740017 """""" """""" """"""
-0.028472436881267563 0.20775682040030935 -0.13645937891712823 18.794973566375305 4570.4759779543465 336.212080643925 57 22 22 36.06436339998618 40 True True 2020mad 213.96974999999998 5.443230555555556 SLSN-II 0.123 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 213.96974999999998 5.443230555555556 TNS 2020mad ZTF20abawhtd 2020mad SLSN-II 0.123 0.21026533224963018 0.4096193375292714 0.2578695457827713 0.30694063716629216 0.4096193375292714 0.5185820268201233 89.11956425257776 89.11956425257776 -53.055200852591575 -53.055200852591575 59043.233900499996 59009.167638900224 18.730142414304833 18.821767118185235 18.730142414304833 0.824220375171953 0.7287706359164746 25.792346677027382 213.9626004449 5.442409339434565 0.3773953431898276 19.984388844453097 21.9264938936913 20.538061110775473 0.9388888888888888 """""" """""" """""" """""" 6 False True all False False 0 0.3064310136379405 15.046369680658943 213.9724004851405 5.439989148600089 0.2305482770425864 20.625531498299242 21.305252613749502 20.720746207870246 0.025 False False 0.3 0.7 1.5 0.02 8 3 34.06626159977168 0.0 0.0 0.0 0.0 4.818232881814765 4.539857585695167 True 0.123 Inputed -20.013200650725782 -19.92157594684538 """""" """""" """"""
-0.11535068973363533 0.36561784815871046 -11.399108303958375 19.10857102177247 5386.735897033313 178.92217966111662 16 12 12 37.811574100051075 44 True True 2020aul 179.82376666666661 -0.4319388888888889 SNIa 0.093 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 179.82376666666661 -0.4319388888888889 TNS 2020aul ZTF20aaideho 2020aul SNIa 0.093 0.059098568029966714 0.41597864286353925 0.140765001167793 0.2273230418725447 0.41597864286353925 0.6268958109338101 9.307050879476625 9.307050879476625 28.50452322057445 28.50452322057445 58873.506435200106 58861.52295139991 18.851247958169242 18.963975691919316 18.851247958169242 0.6436156758177618 1.157922689585957 1.469863798423375 179.8239427280855 -0.4315705013865415 0.0015556799423455114 18.36184868641138 19.442504316260816 18.76428330843091 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.157922689585957 1.469863798423375 179.8239427280855 -0.4315705013865415 0.0015556799423455114 18.36184868641138 19.442504316260816 18.76428330843091 0.99 False False 0.3 0.7 1.5 0.02 8 3 11.983483800198883 1.469863798423375 1.157922689585957 0.6782210078299045 1.269397181386056 0.4785286243415001 -0.08696464973833073 False 0.093 Inputed -19.27172216973936 -19.158994435989285 """""" """""" """"""
-0.08320132945787292 0.37627820730389927 -6.106668373399807 19.289423363746923 5022.550841979282 177.3789967633448 51 31 31 46.97819440020248 46 True True 2021phr 226.9131708333333 17.47714444444444 SNIa 0.145 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 226.9131708333333 17.47714444444444 TNS 2021phr ZTF21abdmsef 2021phr SNIa 0.145 0.11812205259395725 0.49374869093855267 0.20409463339051825 0.2952039087807421 0.49374869093855267 0.7157048343657522 22.686614025999187 22.686614025999187 24.291580374203296 24.291580374203296 59385.252847199794 59368.207291699946 19.07121547040345 19.114626621724756 19.07121547040345 0.32973609963591166 0.5969182700185142 6.273467869264107 226.91425119182048 17.47854974391 0.052168900124342166 20.794270532519818 21.526296593188047 21.11963744344473 0.32 """""" """""" """""" """""" 0 False True all False False 0 0.5969182700185142 6.273467869264107 226.91425119182048 17.47854974391 0.052168900124342166 20.794270532519818 21.526296593188047 21.11963744344473 0.32 False False 0.3 0.7 1.5 0.02 8 3 17.04555549984798 6.273467869264107 0.5969182700185142 0.40665914974331585 10.50976018721881 2.41166997146329 2.048421973041279 False 0.145 Inputed -20.038531032616437 -19.995119881295132 """""" """""" """"""
-0.20854347034513906 0.41405502637914093 -14.38326144972116 12.364831939915906 5269.408611086197 155.72994479522401 20 9 9 25.88861110014841 23 True False 2018jsc 45.228969999999 18.04137 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 45.228969999999 18.04137 TNS 2018jsc ZTF18acvchot 2018jsc CV 0.0 0.1329362085680188 0.5722256903395859 0.23227976931461214 0.3383790729947531 0.5722256903395859 0.8374464608438394 -10.15509550153531 -10.15509550153531 36.04370660168372 36.04370660168372 58464.27714119991 58464.27714119991 12.680647449421002 13.94115983758444 12.680647449421002 1025.8774032911488 0.6521572251411809 12.950752115995451 45.2274231 18.038087 0.37174525094527777 21.763278392505647 25.08117518091202 23.185013800907136 0.75 """""" """""" """""" """""" 1 False True all False False 0 0.4735597664964697 1.3218757052768912 45.22934003 18.04126494 2.2579972557834616e-05 14.166613433265686 14.929406237983704 14.357224238157272 0.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.0 0.0 0.0 0.0 9.69884016241556 10.589352550578997 True 0.0 Inputed """""" """""" """""" """""" """"""
-0.10650486250688129 0.38299546065702483 -11.117785631106734 19.33803045767441 5178.010976767948 231.5527916805059 30 13 13 30.013240799773484 35 True True 2020zbr 59.98147083333333 -12.237816666666665 SNIa 0.091 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 59.98147083333333 -12.237816666666665 TNS 2020zbr ZTF20acplpur 2020zbr SNIa 0.091 0.09332351635151781 0.3684580521760168 0.15758910615729604 0.22480019892092074 0.3684580521760168 0.5251305437931997 6.93935615101579 6.93935615101579 23.073884648757694 23.073884648757694 59167.340474499855 59158.29449070012 19.11401556398774 19.27113783989082 19.11401556398774 0.9765923980902803 1.553838649603166 1.0661812138892393 59.98162186 -12.23807343 0.0018784270523983793 18.135102346491813 18.600599240756036 18.384155450701712 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.553838649603166 1.0661812138892393 59.98162186 -12.23807343 0.0018784270523983793 18.135102346491813 18.600599240756036 18.384155450701712 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.045983799733222 1.0661812138892393 1.553838649603166 0.21644379005432413 0.6861595405427267 -0.6705385991347832 -0.7298601132860263 False 0.091 Inputed -18.960825768334875 -18.803703492431794 """""" """""" """"""
-0.15103001778998412 0.20893581759604854 -10.84346405766826 18.88685001596285 5849.087763891814 113.32606628507038 145 102 102 58.973425899632275 39 True False 2020sfs 40.35519583333333 13.339538888888889 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 40.35519583333333 13.339538888888889 TNS 2020sfs ZTF20abxfiev 2020sfs SNIa 0.08 -0.010484895169966535 0.5626799398131794 0.11390786856980739 0.25032852944773154 0.5626799398131794 0.934103149753426 18.503315860685486 18.503315860685486 40.470110038946785 40.470110038946785 59104.42335649999 59085.44357640017 18.329151443723067 18.367426159170627 18.329151443723067 0.9182238069172773 2.5462792681634276 4.59478702903578 40.35430826 13.34047866 0.0026735768972248053 16.662814865136145 17.83401880683899 17.130805165576934 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.5462792681634276 4.59478702903578 40.35430826 13.34047866 0.0026735768972248053 16.662814865136145 17.83401880683899 17.130805165576934 1.0 False False 0.3 0.7 1.5 0.02 8 3 18.979780099820346 4.59478702903578 2.5462792681634276 0.7032136412620567 1.8045102461796714 -0.5334073523316363 -1.1983462781461327 False 0.08 Inputed -19.46078257834831 -19.42250786290075 """""" """""" """"""
-0.007163923563941957 0.8617343458946904 -2.7281482012773886 17.84758129373221 6107.11078493905 94.04615519754367 33 26 26 71.93482640013099 38 True False 2019wvv 61.14599999999999 -10.203480555555554 SNIIP 0.031 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 61.14599999999999 -10.203480555555554 TNS 2019wvv ZTF19acyplkt 2019wvv SNIIP 0.031 -0.14972540922700261 0.4916698936734498 -0.015198811266678547 0.1355931926618794 0.4916698936734498 0.9311206505400058 22.019263675118676 22.019263675118676 49.91556272501231 49.91556272501231 58837.216307899915 58833.24078699993 17.38497809160021 17.38497809160021 17.516275862783406 11.896244011388438 3.605946802651548 2.9876464171068795 61.14679361 -10.20320005 0.002221004593922604 16.077962835609913 16.722507791781425 16.284811010205747 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.605946802651548 2.9876464171068795 61.14679361 -10.20320005 0.002221004593922604 16.077962835609913 16.722507791781425 16.284811010205747 1.0 False False 0.3 0.7 1.5 0.02 8 3 3.9755208999849856 2.9876464171068795 3.605946802651548 0.4376967815756778 0.8285331372359637 -0.6624702998187857 -1.231464852577659 False 0.031 Inputed -18.190261087472212 -18.321558858655408 """""" """""" """"""
-0.1275130580806877 0.3185011522556983 -15.77240110015624 19.08865035758879 4922.261680019948 194.39220624757178 19 7 7 38.86700229998678 54 True True 2019bnh 215.47914791666 44.365845194444 SNIa 0.0782 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 215.47914791666 44.365845194444 TNS 2019bnh ZTF18aaiiigm 2019bnh SNIa 0.0782 0.22067261265712546 0.5835840907278467 0.3044912822585175 0.39279429325059567 0.5835840907278467 0.794593918646143 9.951492199805346 9.951492199805346 28.915510100181436 28.915510100181436 58558.247858799994 58541.49660879979 18.77306089743419 19.000528164519647 18.77306089743419 2.353698256378073 1.5151862110363377 0.10541118425573426 215.4791070151595 44.3658436487572 0.0003123745477033868 15.984260764800608 16.994968145464657 16.33519091061175 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.5151862110363377 0.10541118425573426 215.4791070151595 44.3658436487572 0.0003123745477033868 15.984260764800608 16.994968145464657 16.33519091061175 0.975 False False 0.3 0.7 1.5 0.02 8 3 16.75125000020489 0.10541118425573426 1.5151862110363377 0.659777234852907 0.06956978851044088 -2.0055600190549896 -2.437869986822438 False 0.0782 Inputed -18.96660040246026 -18.7391331353748 """""" """""" """"""
-0.16074840142815 0.2644703828284778 -8.725116124227045 17.54221741957251 5528.330464581296 136.69526709417096 95 61 61 71.91634259978309 34 True True 2020axk 144.1313833333333 59.40450833333333 SNIa 0.04113 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 144.1313833333333 59.40450833333333 TNS 2020axk ZTF20aahkgcz 2020axk SNIa 0.04113 0.022955177270432614 0.49480948011879633 0.1279422642670056 0.24125577072586424 0.49480948011879633 0.7878222878522863 17.571495399912095 17.571495399912095 54.344847199871 54.344847199871 58890.265173600055 58872.24252310023 17.11514584766881 17.11514584766881 17.17431930400802 3.787699586948857 4.112800227873975 22.158217174036746 144.132857880418 59.3983992084126 0.004978427987646472 14.226114377840759 14.953738869693279 14.509412695844173 0.9949999999999999 """""" """""" """""" """""" 7 True True all False False 0 1.978487075457501 0.7779067244863119 144.131384125308 59.4047244181586 0.0016003113701756888 17.384657899188994 18.643240569598674 17.91246363942623 1.0 False False 0.3 0.7 1.5 0.02 8 3 18.02265049982816 22.158217174036746 4.112800227873975 0.444326173849106 5.387623017491168 -2.161406977975531 -2.6649066081638466 False 0.04113 Inputed -19.151571401505556 -19.210744857844766 """""" """""" """"""
-0.032186212238632335 0.45551310285116225 -8.01905160996312 18.10685381458621 5523.038280789516 131.8148498965352 41 26 26 49.01388880005106 56 True False 2021nli 210.55274999999997 -18.75451111111111 SNII 0.030067 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 210.55274999999997 -18.75451111111111 TNS 2021nli ZTF21abcmzvk 2021nli SNII 0.030067 0.020148587825126185 0.5112705485140054 0.12894614751256128 0.24670288930864714 0.5112705485140054 0.8185689771834141 23.498425974237527 23.498425974237527 25.515462825813536 25.515462825813536 59363.29798609996 59356.21118059987 17.80795508932891 17.80795508932891 17.932887963492252 3.5406686946249497 2.77478505096524 10.76047058148982 210.54960435 -18.75426215 0.0014086903919664495 14.323062122917175 15.573650615644455 14.730029638385773 1.0 """""" """""" """""" """""" 1 False True all False False 0 3.3906726943024523 6.152889485045549 210.55455485 -18.75449131 0.005233079786321815 16.787879881715774 20.794816561412812 20.49808521463871 1.0 False False 0.3 0.7 1.5 0.02 8 3 7.086805500090122 10.76047058148982 2.77478505096524 0.8436209772586825 3.877947438756263 -2.234304473684455 -3.2028583251064795 False 0.030067 Inputed -17.706789745083782 -17.831722619247124 """""" """""" """"""
-0.2093787250221602 0.26194902483881755 -9.546184737612442 18.627624943612716 5336.860267045847 166.50748132847397 34 18 18 34.855960599612445 33 True True 2021wcd 359.63685 -1.1453499999999999 SNIa 0.063 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 359.63685 -1.1453499999999999 TNS 2021wcd ZTF21abtbygc 2021wcd SNIa 0.063 0.06325332652055238 0.4512842254677061 0.1514720022486422 0.24536983135758206 0.4512842254677061 0.6832986512451278 10.827036466715194 10.827036466715194 24.028924132897252 24.028924132897252 59453.39554399997 59439.42032410018 18.2446542615861 18.2446542615861 18.31145645649273 1.5927309049234275 1.5027439003817993 3.2508743236307795 359.637623565683 -1.1448838654524902 0.0005081301891518564 15.6284356615901 16.844893064472675 16.09409599967718 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.5027439003817993 3.2508743236307795 359.637623565683 -1.1448838654524902 0.0005081301891518564 15.6284356615901 16.844893064472675 16.09409599967718 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 13.975219899788499 3.2508743236307795 1.5027439003817993 0.7507970647954956 2.163292310023575 -1.399761197113424 -2.217360456815552 False 0.063 Inputed -18.951483351311243 -19.018285546217875 """""" """""" """"""
-0.1432972169780266 0.3437281051988006 -7.891468371714767 17.88866287001402 4597.085953372971 210.64513909216043 30 14 14 17.029733799863607 61 True True 2021nnv 170.625375 4.244847222222222 SNIa 0.0381 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 170.625375 4.244847222222222 TNS 2021nnv ZTF21abconph 2021nnv SNIa 0.0381 0.2603236381021041 0.6008087681057006 0.33947905818039104 0.4225144954246254 0.6008087681057006 0.7964405604461646 12.605198734133978 12.605198734133978 4.424535065729628 4.424535065729628 59375.22836809978 59362.18407410011 17.628900614478322 17.876190567835557 17.628900614478322 0.6525784378717631 3.7189368897150517 6.01931253195021 170.626696227305 4.2458765973951 0.00105873240521559 14.566418833887578 15.34304765917778 14.947173358883859 0.9944444444444444 """""" """""" """""" """""" 0 False True all False False 0 3.7189368897150517 6.01931253195021 170.626696227305 4.2458765973951 0.00105873240521559 14.566418833887578 15.34304765917778 14.947173358883859 0.9944444444444444 False False 0.3 0.7 1.5 0.02 8 3 13.044293999671936 6.01931253195021 3.7189368897150517 0.39587430029392046 1.618557321743477 -2.533142908657778 -2.6817272555944633 False 0.0381 Inputed -18.52922966873936 -18.281939715382126 """""" """""" """"""
-0.07190986391089531 0.333768933058734 -23.652046451364505 19.982712955118036 5641.912591376728 212.0680018725198 13 8 8 19.917280099820346 38 True False 2020azt 193.42572499999997 -4.4415000000000004 SNIa 0.15 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 193.42572499999997 -4.4415000000000004 TNS 2020azt ZTF20aalreme 2020azt SNIa 0.15 0.06128099805779641 0.3573539212525958 0.1299766961570299 0.20213508592796714 0.3573539212525958 0.5280137876765032 -2.391130703410111 -2.391130703410111 22.30841080323046 22.30841080323046 58887.48136569979 58881.47991900006 19.644505712119955 19.742318886819056 19.644505712119955 3.6721041271207153 2.0980412661696244 2.2850911329777226 193.42634289 -4.44134701 0.004247416373075907 18.224686090356112 19.230013013577462 18.587529462981223 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.0980412661696244 2.2850911329777226 193.42634289 -4.44134701 0.004247416373075907 18.224686090356112 19.230013013577462 18.587529462981223 1.0 False False 0.3 0.7 1.5 0.02 8 3 6.001446699723601 2.2850911329777226 2.0980412661696244 0.6424835505962392 1.0891545222795325 -0.5123058732415942 -1.0569762491387316 False 0.15 Inputed -19.54085035887947 -19.44303718418037 """""" """""" """"""
-0.04960978622437683 0.40945622207031646 -17.796734251587168 19.911771492077182 7285.580702689615 238.48059573705945 60 44 44 65.92699069995433 41 True True 2020ddv 149.639026744 46.911184456 TDE 0.16 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 149.639026744 46.911184456 TNS 2020ddv ZTF20aamqmfk 2020ddv TDE 0.16 -0.2948861214056464 -0.10479672354517788 -0.25067503736882557 -0.20430877044356066 -0.10479672354517788 0.004288412060017066 42.03860614999651 42.03860614999651 23.888384549957816 23.888384549957816 58915.2066434999 58873.37027780013 19.20100442630374 19.20100442630374 19.577331422481393 0.34144862939488607 0.4830598459986234 0.5857179247000245 149.639252427155 46.91123644025885 0.00045151667314258237 19.06771778760463 20.415370981668232 19.363813916279078 0.9 """""" """""" """""" """""" 0 False True all False False 0 0.4830598459986234 0.5857179247000245 149.639252427155 46.91123644025885 0.00045151667314258237 19.06771778760463 20.415370981668232 19.363813916279078 0.9 False False 0.3 0.7 1.5 0.02 8 3 41.836365699768066 0.5857179247000245 0.4830598459986234 1.0515570653891544 1.212516274229288 1.2143665553644922 -0.21351750620231513 False 0.16 Inputed -19.75207629818994 -20.128403294367594 """""" """""" """"""
-0.06570302040665046 0.5317505641313851 6.2511710806622585 17.947583752020517 4315.542826708481 334.4975125594285 15 13 13 56.832604200113565 62 True True 2020jje 216.3876458333333 15.958425 SNIa 0.04592 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 216.3876458333333 15.958425 TNS 2020jje ZTF18aavsilo 2020jje SNIa 0.04592 0.27183534445819646 0.4801627952403038 0.32159225411692205 0.37287537148469596 0.4801627952403038 0.5939925864489837 29.776446291715793 29.776446291715793 27.056157908397772 27.056157908397772 58969.31225690013 58955.39964119997 17.17980089007881 17.999664933225315 17.17980089007881 18.536578367788678 2.3960650591792527 0.3143864581542881 216.387557213083 15.958444146031649 0.00018846571853869953 14.108880788971781 15.32578079238534 14.528943119415045 0.9450000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.3960650591792527 0.3143864581542881 216.387557213083 15.958444146031649 0.00018846571853869953 14.108880788971781 15.32578079238534 14.528943119415045 0.9450000000000001 False False 0.3 0.7 1.5 0.02 8 3 13.912615700159222 0.3143864581542881 2.3960650591792527 0.7968376729702946 0.13120948321076806 -2.6738841408399754 -2.650857770663764 False 0.04592 Inputed -19.387797721769754 -18.56793367862325 """""" """""" """"""
-0.10355077211562388 0.31765753665876123 -33.285577368821905 17.59156324709464 4592.737765951658 305.89727877281587 20 20 20 62.00606480007991 271 True True 2020hqz 304.38660833333336 0.008019444444444445 SNIb 0.018199 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 304.38660833333336 0.008019444444444445 TNS 2020hqz ZTF20aawihxz 2020hqz SNIb 0.018199 0.38240348107902733 0.6268716908349106 0.4405863982993452 0.5006922823480942 0.6268716908349106 0.7613552820828318 -16.246667747360718 -16.246667747360718 78.25273254744063 78.25273254744063 58970.42061340017 58964.45628469996 17.65226764937278 17.860765747174618 17.65226764937278 4.581032616957481 8.776440076400217 21.14953611285955 304.387075246809 0.00216315699003245 0.01347324782578141 15.144889652824402 14.610120650529861 15.399220684924126 1.0 """""" """""" """""" """""" 62 True True all False False 0 0.7 0.253232774534165 304.386678243728 0.00801166014539205 0.0034218663001860383 21.128330847711563 21.071583735027314 20.982011437854766 0.17500000000000002 False False 0.3 0.7 1.5 0.02 8 3 5.964328700210899 21.14953611285955 8.776440076400217 -0.7891000343942647 2.409808068960728 -3.2506450966447566 -2.2530469644486555 False 0.018199 Inputed -16.89071957406366 -16.682221476261823 """""" """""" """"""
-0.12524107827959866 0.37334752486243006 -13.434972725927896 18.752770731485626 5553.2834828137475 182.47819766180496 70 25 25 55.85385419987142 35 True True 2019ulm 9.30565 25.97493611111111 SNIa 0.099 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 9.30565 25.97493611111111 TNS 2019ulm ZTF19acqxoll 2019ulm SNIa 0.099 0.030281320272369072 0.3721096462236879 0.10859989905643985 0.19154378550088325 0.3721096462236879 0.5736708389113438 18.2851879996672 18.2851879996672 37.56866620020422 37.56866620020422 58814.11112269992 58790.25775460014 18.4296183864172 18.4296183864172 18.47818184043403 0.7838543308901127 2.110007275723512 4.180982715380432 9.304367233766726 25.9747983880124 0.0012925118635768174 16.083800135587452 17.108058020193578 16.478699792062045 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.110007275723512 4.180982715380432 9.304367233766726 25.9747983880124 0.0012925118635768174 16.083800135587452 17.108058020193578 16.478699792062045 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 23.85336809977889 4.180982715380432 2.110007275723512 0.6293582281315331 1.9815015632810045 -1.321560366223622 -1.9994820483719842 False 0.099 Inputed -19.783284476446337 -19.831847930463166 """""" """""" """"""
-0.11691644375271575 0.3728408693464876 -7.515527360740917 16.969102222789616 5933.628549276168 113.51334784889184 87 63 63 74.99231479968876 63 True False 2020jhm 233.25950416666663 67.91347222222223 SLSN-I 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 233.25950416666663 67.91347222222223 TNS 2020jhm ZTF20aayprqz 2020jhm SLSN-I 0.06 -0.06804306248740488 0.47883783033270433 0.05046901137071558 0.18056896812618817 0.47883783033270433 0.8339800342276966 16.935427149818555 16.935427149818555 58.056887649870205 58.056887649870205 58992.32520829979 58976.31278940011 16.60159183525989 16.60159183525989 16.81363750475228 2.6801363985146986 3.1428504052720947 7.482912057652147 233.25541338 67.91207421 0.008951897468681635 17.325528572642803 18.151225995028017 17.544678586137294 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.8484727630105634 5.747651672341157 233.26326339 67.91421461 0.03486565195753377 20.419343947255612 21.155787567305566 20.68133086923361 0.6199999999999999 False False 0.3 0.7 1.5 0.02 8 3 16.012418899685144 7.482912057652147 3.1428504052720947 0.606547408890723 2.3809316679851036 1.5496341597681287 0.7310410813850154 False 0.06 Inputed -20.34186347644552 -20.55390914593791 """""" """""" """"""
-0.1683054843410869 0.19023145934841695 -20.99419142278641 17.917169492666332 4866.865133432021 239.65198624539983 40 34 34 74.89324080012739 45 True True 2019wva 198.17991249999994 51.94260833333333 SNIa 0.053 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 198.17991249999994 51.94260833333333 TNS 2019wva ZTF19acxysob 2019wva SNIa 0.053 0.24915296460865832 0.5429050882285864 0.31804051194500715 0.3898966961159793 0.5429050882285864 0.7089969859874401 -8.13237279516995 -8.13237279516995 83.02561359529733 83.02561359529733 58831.55894679995 58828.557256899774 17.742345659732692 17.742345659732692 17.748475311953175 3.8466272908812704 0.44995372498294395 0.5709858150441697 198.17970199807002 51.94269953403635 0.0007156176244639267 19.82755181670189 20.720247910853622 20.14695931586325 0.6449999999999999 """""" """""" """""" """""" 0 False True all False False 0 0.44995372498294395 0.5709858150441697 198.17970199807002 51.94269953403635 0.0007156176244639267 19.82755181670189 20.720247910853622 20.14695931586325 0.6449999999999999 False False 0.3 0.7 1.5 0.02 8 3 3.0016899001784623 0.5709858150441697 0.44995372498294395 0.5732885949903732 1.268987861064632 2.9779022511209305 2.398484003910074 False 0.053 Inputed -19.134122762181374 -19.140252414401857 """""" """""" """"""
-0.1825973117943276 0.21277050201565298 -5.311993195711322 17.86876372858942 4796.947787169406 209.66220925757534 64 52 52 74.73334489995614 40 True False 2019wuz 102.40177916666666 56.129425 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 102.40177916666666 56.129425 TNS 2019wuz ZTF19acxyfkf 2019wuz SNIa 0.04 0.1737729509253363 0.4977444517870815 0.2489898814570708 0.32796337423141253 0.4977444517870815 0.6843065238973658 11.206984651400003 11.206984651400003 63.52636024855613 63.52636024855613 58836.49678240018 58828.45296300016 17.42144847862993 17.580701202372815 17.42144847862993 4.222203464897832 3.773639866527446 4.568313335615046 102.40348601 56.1302649 0.0021184690436515385 15.693667123985291 16.347320361328126 15.923068058252333 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.773639866527446 4.568313335615046 102.40348601 56.1302649 0.0021184690436515385 15.693667123985291 16.347320361328126 15.923068058252333 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.043819400016218 4.568313335615046 3.773639866527446 0.424252303075793 1.210585402209795 -1.2333808410446885 -1.4983804203775968 False 0.04 Inputed -18.843356408851488 -18.684103685108603 """""" """""" """"""
-0.21568236194068224 0.13686912736360052 -8.134826256542144 18.791523756174037 5490.589736705934 90.49919908774532 33 21 21 56.9207406998612 36 True True 2019ekb 213.04840208333 40.098642833333 SNIa 0.0671 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 213.04840208333 40.098642833333 TNS 2019ekb ZTF19aatgznl 2019ekb SNIa 0.0671 0.06918394085030499 0.8664385194122453 0.2365946289873868 0.424058996131091 0.8664385194122453 1.412977899116548 11.06649965287194 11.06649965287194 45.85424104698926 45.85424104698926 58616.259398099966 58606.27871529991 18.12674917923484 18.12674917923484 18.26228212825011 3.052854471014135 2.7150487373000485 2.168741520915692 213.04764445286548 40.0984783550478 0.001734694311114393 16.51299457022369 17.51667146454364 16.85314655711442 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.7150487373000485 2.168741520915692 213.04764445286548 40.0984783550478 0.001734694311114393 16.51299457022369 17.51667146454364 16.85314655711442 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 9.980682800058275 2.168741520915692 2.7150487373000485 0.6635249074292204 0.7987854844448848 -0.6100777146911973 -1.409135571135689 False 0.0671 Inputed -19.139588964042876 -19.275121913058147 """""" """""" """"""
-0.21871870981863034 0.28302523188051776 -10.989146189280152 16.599269557405847 5253.673139860947 287.70389516032174 21 20 20 62.836145899724215 30 True True 2018hgd 5.5222512499999 7.0640364999999 SNII 0.029 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 5.5222512499999 7.0640364999999 TNS 2018hgd ZTF18accbwow 2018hgd SNII 0.029 0.05838700904331162 0.270543740510476 0.1085847925964103 0.1606431064375613 0.270543740510476 0.3885066234203336 -5.218175668415398 -5.218175668415398 68.05432156813961 68.05432156813961 58424.26351850014 58424.26351850014 16.474815762156695 16.48451614482867 16.474815762156695 6.21874230923075 3.685845133389816 2.7326026545578106 5.522796133669004 7.06456919014334 0.002768339094980421 16.34954428925276 16.780653836432695 16.463755259326696 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.685845133389816 2.7326026545578106 5.522796133669004 7.06456919014334 0.002768339094980421 16.34954428925276 16.780653836432695 16.463755259326696 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 0.0 2.7326026545578106 3.685845133389816 0.31689857710599867 0.7413775011335534 0.2961376916040237 -0.011060502829998597 False 0.029 Inputed -19.085826779963032 -19.076126397291056 """""" """""" """"""
-0.1248754092936243 0.40426140384374365 -8.427382175762215 19.649949311795083 4679.819010462636 189.6087712005288 39 21 21 30.018576399888843 69 True True 2021lwa 241.88060833333333 33.503661111111114 SNIa 0.123 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 241.88060833333333 33.503661111111114 TNS 2021lwa ZTF21aaxtsum 2021lwa SNIa 0.123 0.24275642198993808 0.6209987662456982 0.3299647105140515 0.42194138975863993 0.6209987662456982 0.8416293726654445 15.844909321984039 15.844909321984039 14.173667077904804 14.173667077904804 59341.40416669985 59324.38465279993 19.38625995289723 19.645948497520173 19.38625995289723 0.42423489933866215 1.4662086728048778 7.902387029567677 241.8782290814495 33.5027217313393 0.007441264220500399 17.470614816512466 18.81766954919219 17.979607380782962 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.6054950422160175 3.3844422275122157 241.87988534431798 33.50438249036675 0.019545073716152106 20.99273298343241 23.970900486733914 21.939040095621944 0.2833333333333334 False False 0.3 0.7 1.5 0.02 8 3 17.019513899926096 7.902387029567677 1.4662086728048778 0.8380621684092269 5.389674182222849 -0.8282789483279842 -1.4066525721142682 False 0.123 Inputed -19.357083112133385 -19.09739456751044 """""" """""" """"""
-0.14291711382581646 0.39672414065942097 -8.977792285945686 19.01399836216786 5787.668974997652 207.31847864926974 20 9 9 24.908946699928492 88 True True 2019kfj 247.81082916666 34.366632444444 SNIa 0.092 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 247.81082916666 34.366632444444 TNS 2019kfj ZTF19abdvpfj 2019kfj SNIa 0.092 -0.06547233594838531 0.20983363980585779 -0.0018341938901045296 0.06517628585603674 0.20983363980585779 0.3695782124573803 12.376576894984067 12.376576894984067 12.532369804944425 12.532369804944425 58684.202951400075 58669.317465300206 18.715010500129907 18.715010500129907 18.824895189740438 0.6496471371699275 1.6825444463495154 4.721244727054913 247.81167944026998 34.36552460124485 0.0056644580932718736 18.095306622334718 18.894028236163855 18.479155026659967 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.6825444463495154 4.721244727054913 247.81167944026998 34.36552460124485 0.0056644580932718736 18.095306622334718 18.894028236163855 18.479155026659967 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.885486099869013 4.721244727054913 1.6825444463495154 0.41487320950388806 2.806014864747393 0.17901773603394844 -0.34574016308047106 False 0.092 Inputed -19.274139412661935 -19.384024102272466 """""" """""" """"""
-0.07644502779028597 0.3682613417040083 -12.947763059199753 18.16806662820226 5809.472955913794 220.3993440899099 9 5 5 17.030069400090724 32 True True 2019yyv 10.449749999999998 -21.959049999999998 SNIa 0.065 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 10.449749999999998 -21.959049999999998 TNS 2019yyv ZTF19adcghvg 2019yyv SNIa 0.065 -0.050362185543775695 0.21019787192875583 0.01016256202897381 0.07369184977196852 0.21019787192875583 0.3600550727806251 4.173107743984547 4.173107743984547 12.856961656106177 12.856961656106177 58851.12843749998 58847.07528939983 17.78102301529985 17.78102301529985 17.96465363707449 7.185550176634379 3.239134477181926 2.0196551012723645 10.4502107369002 -21.9586864852646 0.002745276834681065 16.72594425773084 17.4644404071486 16.956134788877367 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.239134477181926 2.0196551012723645 10.4502107369002 -21.9586864852646 0.002745276834681065 16.72594425773084 17.4644404071486 16.956134788877367 1.0 False False 0.3 0.7 1.5 0.02 8 3 4.053148100152612 2.0196551012723645 3.239134477181926 0.5083056182712333 0.6235169041297357 -0.3165826081512506 -1.0085188481971237 False 0.065 Inputed -19.36713887188691 -19.55076949366155 """""" """""" """"""
-0.161569180668579 0.1303594071058069 -12.500451589199198 18.59444009294295 5911.089768690218 79.10268114978325 44 31 31 53.93832169985399 50 True False 2021gft 151.2439583333333 -18.3799 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 151.2439583333333 -18.3799 TNS 2021gft ZTF21aapzgtu 2021gft SNIa 0.07 0.06112554496002076 0.9990894311159124 0.2531385766871068 0.47161198594055875 0.9990894311159124 1.6695708765039967 19.025715384300128 19.025715384300128 34.91260631555386 34.91260631555386 59309.16813659994 59290.252419000026 17.974454334351556 17.974454334351556 18.015568622299558 0.7416232847704639 0.9524609833934597 0.6955019384099248 151.24402636 -18.37971791 0.005290015809129911 20.769961452150344 20.96192153840065 20.8354098739624 0.8299999999999998 """""" """""" """""" """""" 0 False True all False False 0 0.9524609833934597 0.6955019384099248 151.24402636 -18.37971791 0.005290015809129911 20.769961452150344 20.96192153840065 20.8354098739624 0.8299999999999998 False False 0.3 0.7 1.5 0.02 8 3 18.915717599913478 0.6955019384099248 0.9524609833934597 0.12651166443824735 0.7302156734357426 2.987467204049093 2.8198412516628437 False 0.07 Inputed -19.479597329291238 -19.52071161723924 """""" """""" """"""
-0.03593116614366042 0.4783258082712294 -24.233718466867764 19.497380069876314 5909.536114158038 139.1331131342857 36 29 29 70.84879629965872 47 True True 2020jii 233.730377474 2.85324016907 SLSN-I 0.396 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 233.730377474 2.85324016907 TNS 2020jii ZTF20aawfxlt 2020jii SLSN-I 0.396 0.08464587911612398 0.5679774282742223 0.1925482389736608 0.3087531825819525 0.5679774282742223 0.8664502810910122 40.11968730822092 40.11968730822092 30.729108991437798 30.729108991437798 59005.229039399885 58961.399965300225 19.122867197410972 19.122867197410972 19.378461787236354 0.4582905243239752 0.7084622963061903 6.881016209410499 233.7293331569285 2.854841896384325 0.2668103758604171 22.85482517405987 23.250035089092254 22.591030326032637 0.20000000000000004 """""" """""" """""" """""" 0 False True all False False 0 0.7084622963061903 6.881016209410499 233.7293331569285 2.854841896384325 0.2668103758604171 22.85482517405987 23.250035089092254 22.591030326032637 0.20000000000000004 False False 0.3 0.7 1.5 0.02 8 3 43.82907409965992 0.0 0.0 0.0 0.0 4.517132802589028 3.8915382127636455 True 0.396 Inputed -21.98505205789744 -22.240646647722823 """""" """""" """"""
-0.07496466080049966 0.47548564794944637 -2.8619700982761773 18.807998800330463 3828.493416554287 84.71364006203358 31 24 24 38.9546759002842 33 True False 2019kes 328.03403583333 -23.36403894444 SNII 0.037 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 328.03403583333 -23.36403894444 TNS 2019kes ZTF19abegizf 2019kes SNII 0.037 0.5800269784653018 1.74112644318134 0.8235086751817775 1.0961813639716418 1.74112644318134 2.542234408698107 25.974464289427246 25.974464289427246 12.980211610856953 12.980211610856953 58686.35493060015 58667.43541669985 18.5095161148568 18.863484742818375 18.5095161148568 1.8638393051202635 3.7337223008282123 1.691940628221022 328.03429824 -23.36363539 0.0024900531234983703 16.2795269061327 16.72404059114456 16.38226747941971 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.7337223008282123 1.691940628221022 328.03429824 -23.36363539 0.0024900531234983703 16.2795269061327 16.72404059114456 16.38226747941971 1.0 False False 0.3 0.7 1.5 0.02 8 3 18.919513900298625 1.691940628221022 3.7337223008282123 0.3417731117248515 0.4531511697711736 -2.139444151673814 -2.127248635437091 False 0.037 Inputed -17.584417084394314 -17.23044845643274 """""" """""" """"""
-0.006826847346030522 0.14844414056342634 -9.36197223242071 18.03540256164716 4612.907536351629 164.06954730422513 184 86 86 74.900046300143 45 True True 2020abue 121.08466666666665 56.302080555555555 SNII 0.028034 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 121.08466666666665 56.302080555555555 TNS 2020abue ZTF20acvjlev 2020abue SNII 0.028034 0.28684465151598815 0.7434304713441406 0.3908557130405903 0.5014101678690039 0.7434304713441406 1.015666749602964 295.993456746054 295.993456746054 -221.093410445911 -221.093410445911 59215.29928239994 59189.362222199794 17.879307772064973 17.938438114757687 17.879307772064973 3.6502092222371796 3.686537855421935 2.669173201291756 121.08333298122551 56.30212753410165 0.002649147669357199 16.29842548601389 16.9738918898654 16.499359223999974 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.686537855421935 2.669173201291756 121.08333298122551 56.30212753410165 0.002649147669357199 16.29842548601389 16.9738918898654 16.499359223999974 1.0 False False 0.3 0.7 1.5 0.02 8 3 25.937060200143605 2.669173201291756 3.686537855421935 0.474532665865425 0.7240324949779368 -0.9645462248922883 -1.3799485480649984 False 0.028034 Inputed -17.60724854960853 -17.548118206915817 """""" """""" """"""
-0.17551022211943218 0.26174062967963707 -5.2182154608540685 18.395955460560167 5863.349695990756 116.51810532835813 25 21 21 44.97638890007511 36 True False 2019ppe 73.336749999999 -16.394839 SNIa 0.064 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 73.336749999999 -16.394839 TNS 2019ppe ZTF19abxvles 2019ppe SNIa 0.064 -0.08017500447397907 0.4448070572395011 0.033966952398554184 0.15900649978937764 0.4448070572395011 0.7838075225910828 10.438606345350209 10.438606345350209 34.5377825547249 34.5377825547249 58741.5007755002 58733.48112270003 17.91051016676147 17.91051016676147 18.060015729915268 1.341265448483604 1.647650533254702 2.6932649661855588 73.33614981 -16.39531667 0.003488654087782983 18.269737816119193 18.780733363962174 18.572982043004036 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.647650533254702 2.6932649661855588 73.33614981 -16.39531667 0.003488654087782983 18.269737816119193 18.780733363962174 18.572982043004036 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.019652800168842 2.6932649661855588 1.647650533254702 0.2077513209581383 1.6346093493900022 0.8702231972007048 0.5129663130887678 False 0.064 Inputed -19.2376161537613 -19.3871217169151 """""" """""" """"""
-0.18502728003883318 0.1875595287536403 -5.427118232727342 18.058224654391534 4348.736428133071 305.18693910479965 42 24 24 73.89174769958481 75 True True 2019ung 157.84702916666666 20.08301388888889 SNIa 0.02592 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 157.84702916666666 20.08301388888889 TNS 2019ung ZTF19acruaaa 2019ung SNIa 0.02592 0.3197572076351065 0.556136102155218 0.37598570595006464 0.4340927732031403 0.556136102155218 0.6862894303235549 15.659996815560561 15.659996815560561 58.23175088402425 58.23175088402425 58804.54913190007 58792.50748840021 17.54217040649202 17.547384408602916 17.54217040649202 4.51264578962459 2.831690021347284 16.810172123613434 157.8434090408265 20.0862145668375 0.0029131199333013447 14.274956906781195 15.300050707281827 14.617825858488082 0.8899999999999999 """""" """""" """""" """""" 7 False True all False False 0 0.7 6.099756307474617 157.84883027 20.08311105 0.2555739181063522 23.092999237543346 24.629119588303567 21.391441020810603 0.65 False False 0.3 0.7 1.5 0.02 8 3 12.041643499862403 16.810172123613434 2.831690021347284 0.6822248487937443 5.936445019365276 -2.2473337013210894 -2.924344548003937 False 0.02592 Inputed -17.772989798377182 -17.767775796266285 """""" """""" """"""
-0.1837525091143739 0.2066159114657209 -13.62643556852658 17.314303015530562 5446.496075026981 137.02417742207916 68 48 48 74.96055549988523 35 True True 2019wvc 172.6757375 47.506655555555554 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 172.6757375 47.506655555555554 TNS 2019wvc ZTF19acxyumq 2019wvc SNIa 0.04 0.09460421745243508 0.5899392807318407 0.2050165388950802 0.32404141954942034 0.5899392807318407 0.896664235649979 16.040922422233876 16.040922422233876 58.919633077651355 58.919633077651355 58849.51106479997 58828.42532410007 16.822193041140864 16.822193041140864 16.86419792929272 9.182333938759268 1.4429718398939244 1.0571745598786826 172.6757922541215 47.50636423452965 0.003148474198534479 18.991221965443494 19.438111123821734 19.21597980478048 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.4429718398939244 1.0571745598786826 172.6757922541215 47.50636423452965 0.003148474198534479 18.991221965443494 19.438111123821734 19.21597980478048 1.0 False False 0.3 0.7 1.5 0.02 8 3 21.08574069989845 1.0571745598786826 1.4429718398939244 0.22213131904125305 0.7326370000099223 2.615918082680871 2.3517818754877595 False 0.04 Inputed -19.400606958188696 -19.442611846340554 """""" """""" """"""
-0.05048651059270408 0.4821973684626588 -24.27695266207166 17.226000719808535 4228.338397718248 360.46897338026974 31 18 18 57.94152780016884 46 True True 2019yxp 214.133875 57.808 SNIb 0.01042 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 214.133875 57.808 TNS 2019yxp ZTF20aaerxne 2019yxp SNIb 0.01042 0.4560492854847382 0.6699671044188804 0.5073611050458418 0.5600971336460319 0.6699671044188804 0.7859184846329796 -9.829494082671605 -9.829494082671605 67.77102188284044 67.77102188284044 58856.571689799894 58856.571689799894 17.163713183496743 18.486193325247594 17.163713183496743 2.1429580641701373 4.6490104724878085 11.435280960878197 214.1295258016405 57.8101728895016 0.0019567743521421432 14.238328059988618 14.566632806006073 14.143417651065588 1.0 """""" """""" """""" """""" 4 False True all False False 0 3.4028692020484588 2.515428154460008 214.1327564 57.80763521 0.0024427317359225764 16.395835237318277 18.897250675034524 19.818672210532426 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 11.435280960878197 4.6490104724878085 0.42321515494048434 2.459723639804768 -3.9195605192415215 -3.0202955324311542 False 0.01042 Inputed -16.16402573589506 -14.841545594144208 """""" """""" """"""
-0.10092343210298395 0.42688756578746556 -6.376146651061369 17.343451559003483 5927.737341235315 256.02889513302523 16 14 14 59.99226849991828 49 True False 2020sff 54.235499999999995 2.780211111111111 SNIa 0.042 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 54.235499999999995 2.780211111111111 TNS 2020sff ZTF20abvycao 2020sff SNIa 0.042 -0.11862061976826155 0.09027304372427025 -0.06964872384766707 -0.01855377918364809 0.09027304372427025 0.20840881639916375 5.10971346500706 5.10971346500706 54.88255503491122 54.88255503491122 59087.480729199946 59084.42932870006 16.960122439131673 16.960122439131673 17.16136889526131 1.7669642309644005 0.8433665559266731 2.0738246045439515 54.23517556 2.77973484 0.001805964465459109 18.62615005264282 18.933902216625214 18.67815384273529 0.6399999999999999 """""" """""" """""" """""" 0 False True all False False 0 0.8433665559266731 2.0738246045439515 54.23517556 2.77973484 0.001805964465459109 18.62615005264282 18.933902216625214 18.67815384273529 0.6399999999999999 False False 0.3 0.7 1.5 0.02 8 3 3.051400499884039 2.0738246045439515 0.8433665559266731 0.2557483738899222 2.4589836886112675 1.9737797774935402 1.5167849474739796 False 0.042 Inputed -19.21042954788688 -19.411676004016517 """""" """""" """"""
-0.22368319006852042 0.7192444784332999 -4.5200406109026545 16.87863741347045 6724.074964103644 214.49218929069067 26 25 25 19.00695599988103 110 True False 2018ctl 347.54647958333 51.253077111111 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 347.54647958333 51.253077111111 TNS 2018ctl ZTF18aazndjw 2018ctl CV 0.0 -0.26703270667378476 -0.046961630369548146 -0.21622857837074605 -0.1626880369224466 -0.046961630369548146 0.08103682366217058 6.946252237236876 6.946252237236876 12.060703762644152 12.060703762644152 58829.10396989994 58819.11098380014 16.58788399655649 16.58788399655649 16.867025813053388 4.528498468564033 0.9041309317300036 0.14845702007867015 347.54653917 51.25309471 0.00292877520067103 20.283219545459747 19.333478522968292 18.441776727294922 0.05 """""" """""" """""" """""" 0 False True all False False 0 0.9041309317300036 0.14845702007867015 347.54653917 51.25309471 0.00292877520067103 20.283219545459747 19.333478522968292 18.441776727294922 0.05 False False 0.3 0.7 1.5 0.02 8 3 9.992986099794507 0.14845702007867015 0.9041309317300036 0.8917017956733702 0.16419858547987734 2.7455945264118036 1.574750914241534 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.27100414150153485 0.35817551538723524 -17.164621841301802 16.50049456617291 6892.238260460179 262.56190301587515 28 11 11 22.927291700150818 36 True True 2021gem 193.83185833333332 24.901102777777776 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 193.83185833333332 24.901102777777776 TNS 2021gem ZTF21aaphjyn 2021gem CV 0.0 -0.2460021091363096 -0.06579614913558984 -0.2037750107814169 -0.15970466067268774 -0.06579614913558984 0.03620749658377065 -13.313037233535283 -13.313037233535283 36.2403289336861 36.2403289336861 59290.43785879994 59290.374895799905 16.890499333221776 16.890499333221776 16.976885989764344 38.33332091043294 0.7299301777653707 0.2072938665189903 193.831881604855 24.90115635101855 0.009072982002950924 22.321258683630525 21.95731934943438 22.017364163255095 0.008333333333333333 """""" """""" """""" """""" 0 False True all False False 0 0.7299301777653707 0.2072938665189903 193.831881604855 24.90115635101855 0.009072982002950924 22.321258683630525 21.95731934943438 22.017364163255095 0.008333333333333333 False False 0.3 0.7 1.5 0.02 8 3 0.06296300003305078 0.2072938665189903 0.7299301777653707 -0.060044813820717025 0.2839913636035788 5.066820016212603 5.040478173490751 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.11212166511786303 0.40826944195864623 -7.60427685785011 18.74223419279624 3172.2806643993604 174.8865738585904 42 27 27 39.95129629969597 42 True True 2020ayz 183.02039624999 32.733812833333 SNIc-BL 0.025 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 183.02039624999 32.733812833333 TNS 2020ayz ZTF20aaiqiti 2020ayz SNIc-BL 0.025 1.0041715221952323 1.6048980285230456 1.1425122137827017 1.2884994765067965 1.6048980285230456 1.9565195959247674 12.520113994801338 12.520113994801338 27.43118230489463 27.43118230489463 58886.53493059985 58874.40032410016 18.445691556832898 19.338538315449615 18.445691556832898 1.223619091696278 7.476721153546464 5.942550585027531 183.0188453191125 32.734824167834844 0.0022341322088071935 14.181847621044517 15.097486373149156 14.469923984009624 0.985 """""" """""" """""" """""" 2 False True all False False 0 0.7 2.3526580172009277 183.020402374876 32.7331593375271 0.12838778732761513 24.263116885944008 22.641273296283483 24.393056166539193 0.1 False False 0.3 0.7 1.5 0.02 8 3 12.134606499690562 5.942550585027531 7.476721153546464 0.6275623891395323 0.7948070367996507 -4.241051942300459 -3.9757675728232744 False 0.025 Inputed -16.790493214074843 -15.897646455458126 """""" """""" """"""
-0.1637480505279649 0.2490217829511978 -9.910336946014763 18.691812791642043 5394.026674139452 111.47371019708567 45 28 28 53.93189809983596 54 True True 2021lvg 234.03722916666663 4.3124416666666665 SNIa 0.069675 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 234.03722916666663 4.3124416666666665 TNS 2021lvg ZTF21abaevgu 2021lvg SNIa 0.069675 0.09334925973887209 0.723391923516651 0.23014220490933468 0.3801089266213111 0.723391923516651 1.1317085443496993 13.697473341377517 13.697473341377517 40.234424758458445 40.234424758458445 59358.39620369999 59343.27835649997 18.17020189718987 18.17020189718987 18.289771450535877 2.3810999466678053 2.3057744248298015 3.1222654287597984 234.037662339401 4.313193746985631 0.0009822575981359716 15.892266092692614 16.749660230133536 16.229082679498198 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 2.394536546805904 234.036599761605 4.31266192241568 0.02029939952866655 21.725355936300755 21.799804355330465 22.22016178817272 0.2875 False False 0.3 0.7 1.5 0.02 8 3 15.117847200017422 3.1222654287597984 2.3057744248298015 0.5205775506353376 1.3541070605769536 -1.4205416670563338 -2.060688771037679 False 0.069675 Inputed -19.195130871465047 -19.314700424811054 """""" """""" """"""
-0.16304483598320108 0.23018769898515817 -8.480346264243213 18.997777197552267 5371.122563240975 95.91055315009196 27 13 13 30.842442099936306 120 True True 2019yzx 142.67214583333333 21.45588611111111 SNIa 0.057 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 142.67214583333333 21.45588611111111 TNS 2019yzx ZTF19adcbxkw 2019yzx SNIa 0.057 0.09884698929428026 0.856658225069804 0.25968170953817094 0.4385663534688824 0.856658225069804 1.3671283407417363 7.556261666212228 7.556261666212228 23.286180433724077 23.286180433724077 58853.485671299975 58846.4579977002 18.598688155282566 18.598688155282566 18.673747496713148 3.58672846272108 2.28415726136067 2.040584772463119 142.672680668691 21.45615725634735 0.00042879498306880315 15.083034203261732 16.276965613796712 15.580142189337014 0.975 """""" """""" """""" """""" 0 False True all False False 0 2.28415726136067 2.040584772463119 142.672680668691 21.45615725634735 0.00042879498306880315 15.083034203261732 16.276965613796712 15.580142189337014 0.975 False False 0.3 0.7 1.5 0.02 8 3 7.027673599775881 2.040584772463119 2.28415726136067 0.6968234244596978 0.8933643961307397 -2.3217225414858547 -3.0936053073761336 False 0.057 Inputed -18.36886792123751 -18.44392726266809 """""" """""" """"""
-0.17750482107760843 0.203244117856346 -8.117193263957807 18.072933780373347 5914.249818628756 133.7895501388204 53 42 42 69.89153930032626 93 True False 2021ihr 278.1222125 32.31756388888889 SNIa 0.044 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 278.1222125 32.31756388888889 TNS 2021ihr ZTF21aaskwgm 2021ihr SNIa 0.044 -0.07094516275622453 0.37881277884836706 0.02863775761704801 0.13646111146603346 0.37881277884836706 0.6603601595499242 15.802663802055248 15.802663802055248 54.08887549827101 54.08887549827101 59322.43416670011 59307.49067129986 17.407286336830207 17.407286336830207 17.57709406379653 3.542054424664615 4.576915313508561 23.479632663188493 278.11449491 32.31756641 0.010454250183115188 15.037334330177307 15.729898778152467 17.41285712826252 0.55 """""" """""" """""" """""" 19 False True all False False 0 1.193303294985165 3.783491159949831 278.12307614 32.31680769 0.00052791361513016 15.651500231909752 16.033686172771453 15.74422385802269 0.0 False False 0.3 0.7 1.5 0.02 8 3 14.943495400249958 23.479632663188493 4.576915313508561 -1.6829583501100522 5.130012476719726 -1.67738755867774 -0.1642369355340101 False 0.044 Inputed -18.896763187669833 -19.066570914636156 """""" """""" """"""
-0.14955170643670135 0.29395765178627137 -12.661994222690467 18.768989251004434 5150.281323818861 193.27536863939486 18 11 11 42.86979170003906 43 True True 2019bon 122.24856416666 16.819271611111 SNIa 0.0802 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 122.24856416666 16.819271611111 TNS 2019bon ZTF19aalxcyo 2019bon SNIa 0.0802 0.1269926298776518 0.47048287954014967 0.20619228472105533 0.2897227441275234 0.47048287954014967 0.6707678959630847 10.426871359637001 10.426871359637001 32.442920340402054 32.442920340402054 58556.18984950008 58541.28758100001 18.474931013358983 18.550024585276333 18.474931013358983 1.4856119300555186 3.016457511789103 0.9781645308159692 122.248760323528 16.8190752145429 0.001224276101294386 15.937579214293956 16.93777841671944 16.303384275269508 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.016457511789103 0.9781645308159692 122.248760323528 16.8190752145429 0.001224276101294386 15.937579214293956 16.93777841671944 16.303384275269508 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 14.902268500067294 0.9781645308159692 3.016457511789103 0.6343941414499312 0.3242759186870848 -1.6122461685568936 -2.171546738089475 False 0.0802 Inputed -19.320519846784215 -19.245426274866865 """""" """""" """"""
-0.16706872077936902 0.32768092024610934 -5.852459506286545 19.130967978338173 5645.753397369088 167.76626034661643 38 18 18 33.9294791999273 35 True True 2021ksm 174.2516625 21.390947222222223 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 174.2516625 21.390947222222223 TNS 2021ksm ZTF21aaxycms 2021ksm SNIa 0.08 -0.04419758904097293 0.31051720647941394 0.036336379444517064 0.12213325310528589 0.31051720647941394 0.5230652377610099 3.777653145266882 3.777653145266882 30.151826054660418 30.151826054660418 59338.20723380009 59335.25530089997 18.751481836821593 18.751481836821593 18.863940541467827 0.4805453007247063 2.049806584930347 32.68729287597253 174.24567968555698 21.398117430696253 0.023345801321933868 15.398096538763046 16.663653335599896 15.824377999551295 0.9800000000000001 """""" """""" """""" """""" 11 False True all False False 0 0.7 9.212122063082463 174.25226445 21.39344401 0.4100173893439937 22.81 23.64 21.55894576281905 0.8 False False 0.3 0.7 1.5 0.02 8 3 2.951932900119573 0.0 0.0 0.0 0.0 4.888518163178407 4.406059458532173 True 0.08 Inputed -18.92599348060355 -19.038452185249785 """""" """""" """"""
-0.1709437125232614 0.25932803858998144 -7.259235048878118 18.202203764083276 4405.919208252509 199.04228580420158 51 37 37 60.81559029966593 59 True True 2021gez 245.5417875 21.222227777777775 SNIa 0.03206 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 245.5417875 21.222227777777775 TNS 2021gez ZTF21aapvsxv 2021gez SNIa 0.03206 0.32927711135884863 0.7068604672067131 0.4167485426523321 0.5087159597125179 0.7068604672067131 0.9252456872716905 12.577370916265304 12.577370916265304 48.238219383400626 48.238219383400626 59303.42770829983 59291.48645830015 17.813291765306932 18.031048488682018 17.813291765306932 1.3585980745691553 4.072508480228373 14.627284823906015 245.53861806335198 21.21943853959345 0.006887865330393872 15.562252163511516 16.55961389517784 15.935888349781036 1.0 """""" """""" """""" """""" 4 False True all False False 0 0.7 1.9855236298181165 245.541388975527 21.2218201271325 0.012568470035343116 21.43813393737793 21.001326019926072 21.28029583431244 0.75 False False 0.3 0.7 1.5 0.02 8 3 11.94124999968335 14.627284823906015 4.072508480228373 0.6237255453968036 3.591713779092184 -1.4714345935041777 -1.8774034155258956 False 0.03206 Inputed -17.966822399771036 -17.74906567639595 """""" """""" """"""
-0.010818022964462052 0.5311736593964954 -26.357122961862316 17.092560183918415 3893.8307528336563 277.71311525984123 34 28 28 72.97915509995073 56 True False 2019gql 12.920306666666 -13.31827769444 SNII 0.021 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 12.920306666666 -13.31827769444 TNS 2019gql ZTF19abcejrr 2019gql SNII 0.021 0.6679513218527227 0.9819440579874374 0.7424222151094604 0.8195263314785883 0.9819440579874374 1.1558522650853895 32.147609854971996 32.147609854971996 40.831545244978734 40.831545244978734 58662.465057900175 58662.44293980021 17.074690481840555 17.679430649069804 17.074690481840555 1.247577774864684 2.013762380396988 0.6651339744740082 12.92049602 -13.31829126 0.0008240321794440453 16.478607202929258 16.78960154238939 16.533760188496114 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.013762380396988 0.6651339744740082 12.92049602 -13.31829126 0.0008240321794440453 16.478607202929258 16.78960154238939 16.533760188496114 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.022118099965155125 0.6651339744740082 2.013762380396988 0.25584135389327756 0.3302941702301964 -0.8898291066804127 -0.5409302933444415 False 0.021 Inputed -17.78070146402942 -17.17596129680017 """""" """""" """"""
-0.4353696236964931 0.36883221850533343 -2.475584648220214 17.003346287271405 6434.679714939284 225.93073907514082 36 13 13 11.89834489999339 164 True False 2018fhf 281.45412124999 22.500936194444 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 281.45412124999 22.500936194444 TNS 2018fhf ZTF18abnbxsy 2018fhf CV 0.0 -0.2303845874825754 -0.01464274450798797 -0.18034185023363136 -0.12776675602216514 -0.01464274450798797 0.10975717601211699 2.7024101414877797 2.7024101414877797 9.19593475850561 9.19593475850561 58349.217442099936 58346.33040509978 16.434431093198725 16.434431093198725 16.744286145003123 1.8151467113398099 0.7 0.18164493087303543 281.45413026 22.50098596 0.0070337568317691 22.099372057056428 22.369015893268585 22.145912268352507 0.5 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.18164493087303543 281.45413026 22.50098596 0.0070337568317691 22.099372057056428 22.369015893268585 22.145912268352507 0.5 False False 0.3 0.7 1.5 0.02 8 3 2.8870370001532137 0.18164493087303543 0.7 0.22310362491607805 0.25949275839005065 5.93458480006986 5.401626123349384 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.14123996391515098 0.337269840889453 -4.830436697554336 19.414321993308448 5216.1781932585645 116.5576371542599 76 46 46 41.03351859981194 64 True True 2021wnv 259.20798749999994 44.07827777777778 SNIa 0.11 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 259.20798749999994 44.07827777777778 TNS 2021wnv ZTF21abuvqoi 2021wnv SNIa 0.11 0.0732274835099389 0.6625545537431279 0.20190810245232527 0.34247450415951874 0.6625545537431279 1.0407309835470357 11.969119064786018 11.969119064786018 29.064399535025924 29.064399535025924 59452.28570599994 59443.18136569997 19.038331923004144 19.038331923004144 19.201619573740278 0.5036810270401774 2.289589334705688 5.782946127387629 259.210205043523 44.0784841798262 0.0031798027434647436 16.699945122832656 17.429937599493265 16.97991967628956 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.289589334705688 5.782946127387629 259.210205043523 44.0784841798262 0.0031798027434647436 16.699945122832656 17.429937599493265 16.97991967628956 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 9.104340299963951 5.782946127387629 2.289589334705688 0.45001792320370626 2.525756929301468 -1.608394323510879 -2.221699897450719 False 0.11 Inputed -19.29354020868941 -19.456827859425545 """""" """""" """"""
-0.19650182969198943 0.19028424827743295 -9.170067125264614 18.21914958365364 5955.950285070387 147.18860790556027 63 54 54 74.88876160001382 63 True False 2021ify 261.7237208333333 13.178866666666666 SNIa 0.056 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 261.7237208333333 13.178866666666666 TNS 2021ify ZTF21aassamj 2021ify SNIa 0.056 -0.07782808417367448 0.32275286325892694 0.011833164253300055 0.10823815006657611 0.32275286325892694 0.5688430697590547 14.251131191029495 14.251131191029495 60.63763040898433 60.63763040898433 59322.439999999944 59307.46267359983 17.553452101395642 17.553452101395642 17.705242953284074 1.5581708105100256 2.6499064547083067 0.6225472317114895 261.72368379 13.17869754 0.003524488962707184 17.68778715748787 19.0709758102417 17.9996801030159 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.6499064547083067 0.6225472317114895 261.72368379 13.17869754 0.003524488962707184 17.68778715748787 19.0709758102417 17.9996801030159 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.97732640011236 0.6225472317114895 2.6499064547083067 1.0712957072257971 0.23493177678229307 1.5175237088460563 0.2944371497318272 False 0.056 Inputed -19.29843461150653 -19.45022546339496 """""" """""" """"""
-0.08815975463218544 0.19907367698377848 -6.707556461231697 18.862558940816484 5052.421600268102 104.46641140182865 57 40 40 53.98415509983897 44 True True 2021ghj 125.9518708333333 38.38981666666667 SNII 0.060214 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 125.9518708333333 38.38981666666667 TNS 2021ghj ZTF21aapxogj 2021ghj SNII 0.060214 0.15388117171942284 0.8628675761061224 0.3065887733800068 0.47484420133196537 0.8628675761061224 1.3288979912233927 23.548157292976857 23.548157292976857 30.435997806862115 30.435997806862115 59302.1635532002 59290.21642359998 18.42294120913426 18.42294120913426 18.46324628420608 2.1521108157065276 3.973762870079366 0.5304611342769123 125.9519143430515 38.38967331711945 0.0016746544021907228 15.652953031433821 16.47482934824467 15.949079406280518 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.973762870079366 0.5304611342769123 125.9519143430515 38.38967331711945 0.0016746544021907228 15.652953031433821 16.47482934824467 15.949079406280518 1.0 False False 0.3 0.7 1.5 0.02 8 3 11.947129600215703 0.5304611342769123 3.973762870079366 0.5257499419641505 0.13349088801222747 -1.9481118608895933 -2.514166877925561 False 0.060214 Inputed -18.700092661327194 -18.74039773639901 """""" """""" """"""
-0.013642943922324643 0.24920975251172564 7.532609006442767 18.870667905831684 4868.785241092638 152.95577197527132 341 164 164 73.97451379988343 61 True True 2020sje 19.341499999999996 44.19486944444444 SNIIP 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 19.341499999999996 44.19486944444444 TNS 2020sje ZTF20abxmwwd 2020sje SNIIP 0.03 0.04237589657650176 0.46314667412115895 0.1371988268429618 0.2387033201392832 0.46314667412115895 0.7186808051372537 113.4964706036285 113.4964706036285 -39.52195680374507 -39.52195680374507 59094.49163189996 59090.37238429999 18.587012397116577 18.587012397116577 18.610827091500227 3.52627919211303 1.0451045870982465 16.1300373169052 19.3387250012063 44.19085488395385 0.18562748605954693 20.101650942282674 21.26042696299076 20.330900913455487 0.985 """""" """""" """""" """""" 2 False True all False False 0 0.8226936338222641 6.465828928632118 19.340138804177002 44.19637722710455 0.02282336832109899 19.571104001412394 21.25972431860447 20.155182404680254 0.045 False False 0.3 0.7 1.5 0.02 8 3 4.119247599970549 0.0 0.0 0.0 0.0 5.052987602883423 4.659172908499773 True 0.03 Inputed -17.0239703621251 -17.04778505650875 """""" """""" """"""
-0.09753775989665063 0.29698086740594654 -12.407993865035206 18.440997677978505 5276.98430114052 145.09874550268535 39 27 27 48.878923600073904 165 True False 2020ska 275.9188208333333 16.62599722222222 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 275.9188208333333 16.62599722222222 TNS 2020ska ZTF20abxwreg 2020ska SNIa 0.06 0.12059709388092443 0.5927610091476154 0.2265697830992579 0.3403034176831561 0.5927610091476154 0.8816640060598715 5.97750213019388 5.97750213019388 42.90142146988002 42.90142146988002 59098.18092590012 59092.24278939981 18.022158868022856 18.077032358661214 18.022158868022856 1.8077177714788195 1.6228311866768999 1.455666329040282 275.91913204 16.62572413 0.0028424011455180365 18.47175654540062 19.044759349441527 18.735287388753893 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.6228311866768999 1.455666329040282 275.91913204 16.62572413 0.0028424011455180365 18.47175654540062 19.044759349441527 18.735287388753893 1.0 False False 0.3 0.7 1.5 0.02 8 3 5.9381365003064275 1.455666329040282 1.6228311866768999 0.3094719606876346 0.896991838085806 0.9677269907803137 0.7131285207310363 False 0.06 Inputed -19.133342113174944 -19.078468622536587 """""" """""" """"""
-0.17575871727862077 0.22734028112835022 -7.474378986487776 18.3150300014465 5880.576839055831 108.56245076574368 128 84 84 69.93144669989124 40 True True 2020qse 293.8226958333333 78.1703138888889 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 293.8226958333333 78.1703138888889 TNS 2020qse ZTF20abpscln 2020qse SNIa 0.06 -0.05304468454901823 0.5306879625307417 0.07269600226380035 0.2112603117430112 0.5306879625307417 0.9136608516842415 12.074608589516703 12.074608589516703 57.85683811037453 57.85683811037453 59072.43315970013 59061.31224540016 17.733960426739504 17.733960426739504 17.922956867155587 1.2088343819316867 1.183474339235722 0.8769205426477605 293.823541543699 78.1701427840059 0.002276828754430249 19.082326353440283 19.674114164381027 19.199291532087326 0.97 """""" """""" """""" """""" 0 False True all False False 0 1.183474339235722 0.8769205426477605 293.823541543699 78.1701427840059 0.002276828754430249 19.082326353440283 19.674114164381027 19.199291532087326 0.97 False False 0.3 0.7 1.5 0.02 8 3 11.120914299972355 0.8769205426477605 1.183474339235722 0.4748226322937015 0.7409713194238488 1.9401537376415234 1.2763346649317384 False 0.06 Inputed -19.232544114042213 -19.421540554458296 """""" """""" """"""
-0.14592664363679148 0.28459237313515473 -11.53172673152061 16.903786734709637 6124.542220523888 122.61332520611782 38 27 27 70.89436340006068 47 True True 2019nvv 244.82645791666 42.219239 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 244.82645791666 42.219239 TNS 2019nvv ZTF19abqhikf 2019nvv SNIa 0.04 -0.0729406847172136 0.42428343632173693 0.03593904224810984 0.15467043119262058 0.42428343632173693 0.7415092669511907 17.02245449535723 17.02245449535723 53.87190890470345 53.87190890470345 58734.164814800024 58714.22247690009 16.401613595205273 16.401613595205273 16.588537825725524 7.019798821582439 1.8050892092666018 1.4270471794976842 244.8259504072095 42.2191130222094 0.005159076179274025 19.027773964039383 19.504107652944327 19.19260353178501 0.9650000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.8050892092666018 1.4270471794976842 244.8259504072095 42.2191130222094 0.005159076179274025 19.027773964039383 19.504107652944327 19.19260353178501 0.9650000000000001 False False 0.3 0.7 1.5 0.02 8 3 19.9423378999345 1.4270471794976842 1.8050892092666018 0.3115041211593166 0.7905687830672291 3.1024940577390545 2.6040657060594867 False 0.04 Inputed -19.676267061755894 -19.863191292276145 """""" """""" """"""
-0.07031632203753502 0.3004010977021642 -20.540988034490958 18.437748466471163 4886.647563232021 161.97778905049762 14 14 14 25.964652699884027 86 True False 2020zct 98.21054166666666 -12.383488888888888 SNIa 0.14 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 98.21054166666666 -12.383488888888888 TNS 2020zct ZTF20acezhcf 2020zct SNIa 0.14 0.3069947826089674 0.7757802291510032 0.4136832425925192 0.5271522081373661 0.7757802291510032 1.0557894189437427 6.578058840528637 6.578058840528637 19.38659385935539 19.38659385935539 59128.498773099855 59118.48296299996 18.202229887588317 18.381784182064383 18.202229887588317 1.5343854159045802 1.2008318589313673 35.23672181286714 98.21450775 -12.37450014 0.2876544348449873 18.72127786026001 20.638908291816712 19.439111163711548 0.7 """""" """""" """""" """""" 27 False True all False False 0 0.9170708823474684 6.434330883441106 98.21159357 -12.3820264 0.008212213297739246 18.208769053649903 18.485558375930786 18.288302606010436 0.0 False False 0.3 0.7 1.5 0.02 8 3 10.015810099896044 0.0 0.0 0.0 0.0 5.258215817935618 5.067770112411683 True 0.14 Inputed -20.82929698022044 -20.649742685744375 """""" """""" """"""
-0.13022759207017792 0.4598702639351102 -11.575250032637953 19.107341672092574 6137.211561067277 233.10915788832696 16 7 7 30.03857639990747 75 True True 2018jsv 167.93120166666 40.815606694444 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 167.93120166666 40.815606694444 TNS 2018jsv ZTF18acsoyiu 2018jsv SNIa 0.08 -0.13079630611207804 0.09811175114327142 -0.07748072639997616 -0.021616577363687384 0.09811175114327142 0.22911684104314034 0.428374634832557 0.428374634832557 29.610201765074912 29.610201765074912 58467.53450229997 58461.4959028 18.605390353602836 18.788460681448115 18.605390353602836 6.208711709061838 5.856822390770158 18.574834962503743 167.931723697672 40.8207512238369 0.0034315656126693295 13.928971173968911 15.241723330134153 14.330588600548506 1.0 """""" """""" """""" """""" 6 False True all False False 0 1.4404652818090038 13.81845035683199 167.92630012 40.81462048 0.13315405694390814 19.997566364872455 23.230275276255608 22.468512559211256 0.8333333333333334 False False 0.3 0.7 1.5 0.02 8 3 6.038599499966949 18.574834962503743 5.856822390770158 0.9111347295856476 3.1714868102840317 -3.5467373513139613 -4.27480175305433 False 0.08 Inputed -19.184543668468542 -19.001473340623264 """""" """""" """"""
-0.11930359781275783 0.7093680944757343 -9.896460203597506 16.332883154199155 8121.553591476053 189.13834166490517 29 18 18 31.024907399900258 109 True True 2018fea 267.99766708333 17.4955 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 267.99766708333 17.4955 TNS 2018fea ZTF18abmxatl 2018fea CV 0.0 -0.41990264368808994 -0.20804302843504985 -0.3717076161584032 -0.3204344051922803 -0.20804302843504985 -0.0814853588138682 -7.018251001906611 -7.018251001906611 38.04315840180687 38.04315840180687 58346.165914400015 58346.165914400015 16.02709231503429 16.02709231503429 16.408895383142017 10.663515451368609 0.6818754355266569 4.418567672425577 267.99826576 17.49441352 0.14441688422704757 23.050141071772575 25.863157847070696 23.910417733097077 0.15000000000000002 """""" """""" """""" """""" 0 False True all False False 0 0.6818754355266569 4.418567672425577 267.99826576 17.49441352 0.14441688422704757 23.050141071772575 25.863157847070696 23.910417733097077 0.15000000000000002 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.0 0.0 0.0 0.0 7.612907684965709 6.861104616857983 True 0.0 Inputed """""" """""" """""" """""" """"""
-0.48649321688619884 0.5532830062019799 -5.071134810097341 17.42256736167404 6580.143002206852 211.60475386497782 28 6 6 4.060312499757856 53 True False 2021xm 61.10648333333332 70.60886944444444 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 61.10648333333332 70.60886944444444 TNS 2021xm ZTF19aceviuo 2021xm CV 0.0 -0.24063689205947725 -0.011100199301310454 -0.18767468352794126 -0.13184082654210982 -0.011100199301310454 0.12252193541675638 -3.8544978200248163 -3.8544978200248163 7.9148103197826725 7.9148103197826725 59224.15731480019 59224.15731480019 17.53111901857323 17.53111901857323 17.834197828748295 16.02147240563142 0.8851947797394576 0.0935414436538685 61.10642955 70.60888832 0.002497433723214537 20.134146026325226 21.366110129165648 20.14161508331299 0.3666666666666667 """""" """""" """""" """""" 0 False True all False False 0 0.8851947797394576 0.0935414436538685 61.10642955 70.60888832 0.002497433723214537 20.134146026325226 21.366110129165648 20.14161508331299 0.3666666666666667 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.0935414436538685 0.8851947797394576 1.2244950458526596 0.10567328885672019 3.8349911105924193 2.307417254564694 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.10593470626348281 0.5897532728863694 -5.013758400942088 18.670459553202097 4253.6757068549505 102.89866628346364 27 21 21 41.932233799714595 51 True True 2021uve 29.13570833333333 3.8603388888888888 SNIa 0.055 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 29.13570833333333 3.8603388888888888 TNS 2021uve ZTF21abqvykn 2021uve SNIa 0.055 0.41171993969459564 1.252762984202235 0.5933312024890256 0.7930527455690353 1.252762984202235 1.8042128626016982 14.951098969925962 14.951098969925962 26.981134829788633 26.981134829788633 59442.427546299994 59427.44737270009 18.51676454488329 18.900823850878517 18.51676454488329 1.0780965668103069 0.9109821470025801 0.6532257503637123 29.13585532586815 3.86044573370535 0.0068575647891585545 21.235289067765475 21.90288985915184 21.39728697027683 0.5833333333333334 """""" """""" """""" """""" 0 False True all False False 0 0.9109821470025801 0.6532257503637123 29.13585532586815 3.86044573370535 0.0068575647891585545 21.235289067765475 21.90288985915184 21.39728697027683 0.5833333333333334 False False 0.3 0.7 1.5 0.02 8 3 14.980173599906266 0.6532257503637123 0.9109821470025801 0.5056028888750106 0.7170565883349438 3.0020660082733244 2.88052242539354 False 0.055 Inputed -18.44728136180163 -18.063222055806403 """""" """""" """"""
-0.10008808076986617 0.2716008824134536 -3.083831338371544 18.685538907982597 5500.277332399119 218.96809781553372 22 8 8 6.0380902998149395 50 True True 2020sii 249.36803333333333 62.943324999999994 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 249.36803333333333 62.943324999999994 TNS 2020sii ZTF20abxlham 2020sii SNIa 0.06 -0.037238477881288645 0.22797546388223822 0.024350910447651586 0.08900885591008034 0.22797546388223822 0.38058502323173826 15.939215370520698 15.939215370520698 -9.901125070705758 -9.901125070705758 59099.15923610004 59093.15893519996 18.494033749246242 18.494033749246242 18.56891721583112 1.6418390137829322 2.3952269226077845 8.54805839792033 249.3730631754525 62.9439602495806 0.0012165380301168982 14.686721881660223 15.930920228133202 15.115110987952947 0.975 """""" """""" """""" """""" 1 False True all False False 0 0.7 6.63956176451193 249.3682819644455 62.945165852123 0.12565405141573904 21.843689078125955 23.53016865904808 22.169065773341657 0.05 False False 0.3 0.7 1.5 0.02 8 3 6.00030090007931 8.54805839792033 2.3952269226077845 0.8158092401802541 3.568788542429082 -2.5631135211130402 -3.4538062278781734 False 0.06 Inputed -18.58658376536668 -18.66146723195156 """""" """""" """"""
-0.1926915410446217 0.2083860954035136 -8.315116095300285 17.145787572755427 6060.217021716867 119.35505027460597 96 68 68 73.86017360026017 68 True False 2019ubs 36.600458333333336 28.507930555555557 SNIa 0.034 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 36.600458333333336 28.507930555555557 TNS 2019ubs ZTF19acnjwgm 2019ubs SNIa 0.034 -0.0904637431901314 0.4154877434868318 0.019869692619739254 0.1405066611394119 0.4154877434868318 0.7405303451245473 15.741311371294866 15.741311371294866 58.1188622289653 58.1188622289653 58806.19728010008 58790.2800925998 16.507811179348774 16.507811179348774 16.69675541083944 4.048396001657454 2.322467588856062 13.3437474192074 36.59626671 28.50751653 0.002208748384070147 14.50902437839508 15.33455052781105 14.815363052368165 0.9 """""" """""" """""" """""" 2 False True all False False 0 0.9133597703439678 5.61012264588769 36.59972626 28.50651117 0.022611978583690018 19.882322970914842 16.507214678668976 19.773224524402618 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.917187500279397 13.3437474192074 2.322467588856062 0.5191874754428856 5.745504257297257 -1.1732606515377242 -1.8813923584712757 False 0.034 Inputed -19.21197162644459 -19.400915857935257 """""" """""" """"""
-0.08021732007876185 0.2872378802107961 -2.9860243855170343 19.726302314477838 6135.745523342195 193.5709726614004 13 5 5 12.951747699640691 41 True True 2019wzw 35.37859583333333 -3.3149666666666664 SNIa 0.142 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 35.37859583333333 -3.3149666666666664 TNS 2019wzw ZTF19acyobbz 2019wzw SNIa 0.142 -0.17128911582156192 0.09965717841761901 -0.10913898363804364 -0.04336689532100735 0.09965717841761901 0.25905066381349684 15.519765660539708 15.519765660539708 -2.5680179608990166 -2.5680179608990166 58836.129120400175 58833.17414350016 19.404556125170703 19.404556125170703 19.61815579958803 3.447909807461925 0.6891560084284168 0.1671228959788585 35.3785627302273 -3.31493406381667 0.005372004919513063 21.78742935085654 22.01473677011728 21.962776527394055 0.6357142857142858 """""" """""" """""" """""" 0 False True all False False 0 0.6891560084284168 0.1671228959788585 35.3785627302273 -3.31493406381667 0.005372004919513063 21.78742935085654 22.01473677011728 21.962776527394055 0.6357142857142858 False False 0.3 0.7 1.5 0.02 8 3 2.9549769000150263 0.1671228959788585 0.6891560084284168 0.05196024272322575 0.2425037203984817 2.6101806449465776 2.3446207278060243 False 0.142 Inputed -19.444983731398743 -19.65858340581607 """""" """""" """"""
-0.11881505150546173 0.29957925466322716 -6.063199851055296 18.332455998099668 5733.358840970656 112.69006848891034 29 23 23 66.89664350030944 64 True True 2019bar 246.24776458333 23.175685694444 SNIa 0.06321597 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 246.24776458333 23.175685694444 TNS 2019bar ZTF19aakpcfi 2019bar SNIa 0.06321597 -0.039581380664760246 0.5246485596107178 0.08267037675697253 0.2168872325085509 0.5246485596107178 0.8912299962704182 9.105228745070821 9.105228745070821 57.79141475523861 57.79141475523861 58543.525254600216 58538.50180559978 17.92358147703421 17.92358147703421 18.018383752072015 2.447756805378664 2.9335434807020193 21.705557586244932 246.25317321878 23.1790960986367 0.006675579867527759 14.74471177303791 16.06440084076643 15.161124054539204 0.99 """""" """""" """""" """""" 7 False True all False False 0 3.4770436402469804 6.467631905602312 246.24850355904601 23.1773488672121 0.030983352377276563 19.04960058795929 21.27689371685028 19.266096314847466 0.8125 False False 0.3 0.7 1.5 0.02 8 3 5.023449000436813 21.705557586244932 2.9335434807020193 0.9032767862272273 7.399091824966108 -1.85918063626778 -2.857259697532811 False 0.06321597 Inputed -19.252094339905096 -19.3468966149429 """""" """""" """"""
-0.16005023937319088 0.304902331869213 -6.271916192253792 19.02331379865136 5932.546239165813 71.22596013244613 60 44 44 41.04070599982515 38 True True 2021uwa 335.9208708333333 19.735052777777778 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 335.9208708333333 19.735052777777778 TNS 2021uwa ZTF21abpjpxr 2021uwa SNIa 0.09 -0.03944947129378207 0.957906615997377 0.15944934932339194 0.3895317688072595 0.957906615997377 1.7003249013767459 12.25127948843403 12.25127948843403 28.78942651139112 28.78942651139112 59435.40337960003 59424.30137730017 18.573608624248983 18.573608624248983 18.71952887629026 0.7892038728984629 1.057600545570664 0.5422011986322163 335.9210150954105 19.73498762240085 0.00033355077374230824 16.93476556657076 18.028948583881856 17.280216266014577 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.057600545570664 0.5422011986322163 335.9210150954105 19.73498762240085 0.00033355077374230824 16.93476556657076 18.028948583881856 17.280216266014577 0.975 False False 0.3 0.7 1.5 0.02 8 3 11.102002299856395 0.5422011986322163 1.057600545570664 0.7487323178672796 0.5126710655577936 -0.5446600403671269 -1.4393126102756817 False 0.09 Inputed -19.330855768888977 -19.476776020930252 """""" """""" """"""
-0.15951489356793513 0.23043903754706394 -17.95101927439925 17.992176312744224 5651.723114979217 118.09279774479117 26 18 18 41.00042829988524 59 True True 2020avu 258.34049999999996 43.901780555555554 SNIa 0.055 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 258.34049999999996 43.901780555555554 TNS 2020avu ZTF20aaifyab 2020avu SNIa 0.055 0.11746768550997899 0.7157378517850788 0.2484640613946283 0.3913012391268609 0.7157378517850788 1.097940138801544 -8.749565429654885 -8.749565429654885 49.74999372954013 49.74999372954013 58873.533692100085 58873.533692100085 17.87152734004555 17.893151269862187 17.87152734004555 3.06582126661699 4.422518159957832 5.591882502330613 258.342405258776 43.9025073286934 0.001962965543538364 15.14390840741515 16.19621633004129 15.526023798969984 0.99 """""" """""" """""" """""" 2 False True all False False 0 0.7 0.8383089799981596 258.340707463972 43.901959105498 0.03845518238638845 23.974817266020775 25.27784732022762 24.461039339374302 0.75 False False 0.3 0.7 1.5 0.02 8 3 0.0 5.591882502330613 4.422518159957832 0.6701925310713044 1.2644114280774215 -1.696934939820899 -2.3455035410755656 False 0.055 Inputed -19.09251856663937 -19.070894636822732 """""" """""" """"""
-0.007146006224482835 0.09448287234021452 2.147463051046395 17.052543563818954 4056.8284298928347 216.9943047200627 88 57 57 73.9784027999267 154 True True 2021bbm 146.28041666666667 68.5915 SNII 0.015 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 146.28041666666667 68.5915 TNS 2021bbm ZTF21aagnzjy 2021bbm SNII 0.015 0.3918230949357664 0.7477233740850799 0.4748387442873785 0.5617319213905638 0.7477233740850799 0.9510097428844446 334.3913231818753 334.3913231818753 -260.4129203819486 -260.4129203819486 59250.345057900064 59248.262777800206 16.983367056227124 17.16133839775586 16.983367056227124 2.107587194192786 3.2085988149569746 14.33587309361751 146.287355497443 68.5945730657416 0.0005963794122217925 12.506263220188618 13.438414525494576 12.800116711635589 0.785 """""" """""" """""" """""" 9 False True all False False 0 0.7 1.8893517020435422 146.281854391085 68.5914944818741 0.060130315947470536 23.61627939450741 21.461875667476654 22.794153863840105 0.0 False False 0.3 0.7 1.5 0.02 8 3 2.0822800998575985 14.33587309361751 3.2085988149569746 0.638297813858987 4.4679543689882415 -3.7229238722612834 -4.183250344591535 False 0.015 Inputed -17.138060277417452 -16.960088935888717 """""" """""" """"""
-0.027049131487774318 0.49873223746075096 -2.445778272695943 18.78770180804753 6983.812870722784 237.35995683214173 97 40 40 68.86881950031966 38 True True 2021nwa 238.46366249999994 55.588797222222226 TDE 0.047 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 238.46366249999994 55.588797222222226 TNS 2021nwa ZTF21abcgnqn 2021nwa TDE 0.047 -0.3172652272663079 -0.13086420253104336 -0.2739463472206154 -0.22849263075795534 -0.13086420253104336 -0.023736899996343652 79.131367019145 79.131367019145 -10.26254751882534 -10.26254751882534 59401.245243099984 59345.38744209986 18.377912559732522 18.377912559732522 18.77972459609179 1.0100102012623813 1.1393277840868403 0.16820500256769055 238.463629280386 55.588840008409406 0.0002656097019533288 16.515648299576938 17.602974592474105 16.8857425054875 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.1393277840868403 0.16820500256769055 238.463629280386 55.588840008409406 0.0002656097019533288 16.515648299576938 17.602974592474105 16.8857425054875 0.975 False False 0.3 0.7 1.5 0.02 8 3 55.85780100012198 0.16820500256769055 1.1393277840868403 0.7172320869866056 0.14763530295410565 -0.7749379672584169 -1.8939820906042897 False 0.047 Inputed -17.838911706502927 -18.240723742862194 """""" """""" """"""
-0.26794275663089306 0.9008219126404179 0.09566809229436496 16.73765396904581 6671.767592612906 208.50638903417328 68 22 22 10.047708299942315 91 True False 2018fsl 27.221271249999 54.3623835 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 27.221271249999 54.3623835 TNS 2018fsl ZTF17aaaukqn 2018fsl CV 0.0 -0.2814806468971156 -0.05783623269649496 -0.22998609734688458 -0.1756260252494357 -0.05783623269649496 0.07285454876365094 1.4874722635128195 1.4874722635128195 8.560236036429496 8.560236036429496 58364.409861099906 58363.40787040023 16.44894169745185 16.44894169745185 16.796726911736364 17.20660908633759 0.7 0.13573234307964294 27.2212457 54.36241814 0.007306184864495191 22.159219909858702 22.204241632938384 21.98987060866356 0.15 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.13573234307964294 27.2212457 54.36241814 0.007306184864495191 22.159219909858702 22.204241632938384 21.98987060866356 0.15 False False 0.3 0.7 1.5 0.02 8 3 1.0019906996749341 0.13573234307964294 0.7 0.21437102427482557 0.19390334725663277 5.7552999354865335 5.193143696927194 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.12385279132780228 0.28223011782245205 -9.529416175346306 17.887957822249543 5201.594514296683 81.11225253449452 16 9 9 55.80817129975185 43 True False 2020cyx 202.14609166666662 -13.001761111111112 SNIa 0.037 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 202.14609166666662 -13.001761111111112 TNS 2020cyx ZTF20aaporoa 2020cyx SNIa 0.037 0.19104756948342683 1.1811953560777155 0.3955287825472311 0.62685473936045 1.1811953560777155 1.880035969123476 16.623901808830233 16.623901808830233 39.184269490921615 39.184269490921615 58915.40074069984 58899.46142360009 17.622104687220485 17.69735357703462 17.622104687220485 5.637513278349516 3.481345836440427 4.0612924290003045 202.14515319 -13.00242182 0.0037688733824433607 16.690536137330533 17.607379636740685 17.01783722872734 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.481345836440427 4.0612924290003045 202.14515319 -13.00242182 0.0037688733824433607 16.690536137330533 17.607379636740685 17.01783722872734 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.939317099750042 4.0612924290003045 3.481345836440427 0.5895424080133438 1.1665868947834428 -0.08997394029393391 -0.604267458493144 False 0.037 Inputed -18.47182851203063 -18.396579622216496 """""" """""" """"""
-0.15369514052032357 0.26179162842279763 -8.13538852331486 18.77913950990856 5812.583192649119 145.47815405885166 88 51 51 47.922036999836564 46 True False 2020vaf 290.98164999999995 67.57005833333334 SNIa 0.076 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 290.98164999999995 67.57005833333334 TNS 2020vaf ZTF20achksbc 2020vaf SNIa 0.076 -0.05472816116968815 0.35895252863528526 0.03779838634703481 0.1373299705306792 0.35895252863528526 0.6134286031855467 14.588864234196324 14.588864234196324 33.33317276564024 33.33317276564024 59139.20221060002 59125.19785880018 18.29491989148366 18.29491989148366 18.428088652567723 0.6764192235852139 1.296530492573973 0.5997672350441591 290.98197688 67.57016879 0.004622815566197036 19.876463003087043 20.546901913881303 20.11835327296257 0.9875 """""" """""" """""" """""" 0 False True all False False 0 1.296530492573973 0.5997672350441591 290.98197688 67.57016879 0.004622815566197036 19.876463003087043 20.546901913881303 20.11835327296257 0.9875 False False 0.3 0.7 1.5 0.02 8 3 14.00435179984197 0.5997672350441591 1.296530492573973 0.42854864091873424 0.4625940064498249 2.2519820223976446 1.6902646203948457 False 0.076 Inputed -19.248554631864973 -19.381723392949038 """""" """""" """"""
-0.10216069454469502 0.29955925757845553 -5.47213693009305 18.216420129769705 3397.5040413837564 136.63421276126374 27 18 18 52.898877300322056 47 True True 2020jqm 207.32734999999997 -3.769519444444444 SNIc-BL 0.03696 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 207.32734999999997 -3.769519444444444 TNS 2020jqm ZTF20aazkjfv 2020jqm SNIc-BL 0.03696 0.8402674732141229 1.5816882521959919 1.0069189101067373 1.1855407070719366 1.5816882521959919 2.0351905499993173 21.303696719042822 21.303696719042822 31.595180581279234 31.595180581279234 58995.24883100018 58980.2724768999 17.887297499832638 18.722095588349003 17.887297499832638 1.8918811203355312 2.641495283643384 4.819681590640808 207.32600994313 -3.76945314522375 0.003520113378069012 16.915596864802836 17.091219608912468 17.009136838074923 0.9944444444444444 """""" """""" """""" """""" 2 False True all False False 0 0.7 0.34609760547981056 207.327277038242 -3.76958223097916 0.006096320320540749 21.85441384488106 21.363014421987533 21.75930299079895 0.05000000000000001 False False 0.3 0.7 1.5 0.02 8 3 14.976354100275785 4.819681590640808 2.641495283643384 0.08208277083754467 1.8246035192586365 -1.630875979436535 -0.8781606617577147 False 0.03696 Inputed -18.204265741072053 -17.369467652555688 """""" """""" """"""
-0.1253321797127096 0.3422969800430173 -11.771706024043196 18.141632506497054 5267.035511294171 191.3335326532237 28 23 23 51.9970832997933 40 True True 2019wnr 179.58854874999 55.928511361111 SNIc 0.075 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 179.58854874999 55.928511361111 TNS 2019wnr ZTF18aakpigz 2019wnr SNIc 0.075 0.08818884450684195 0.4263310452842113 0.16604707619312364 0.24823779968524917 0.4263310452842113 0.6239767345588803 -3.2178249817852116 -3.2178249817852116 55.214908281578516 55.214908281578516 58823.518044000026 58823.518044000026 17.816090694557708 17.816090694557708 18.151232957636232 1.631391076384442 1.3141972481892303 0.3696568209135542 179.588695429964 55.9285729331808 0.0003445674834848811 16.463762071917056 17.473979118784666 16.759653548400998 0.985 """""" """""" """""" """""" 0 False True all False False 0 1.3141972481892303 0.3696568209135542 179.588695429964 55.9285729331808 0.0003445674834848811 16.463762071917056 17.473979118784666 16.759653548400998 0.985 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.3696568209135542 1.3141972481892303 0.714325570383668 0.28127955786156655 -0.34211157577304263 -1.3915794092352343 False 0.075 Inputed -19.496168465717233 -19.831310728795756 """""" """""" """"""
-0.1067566480347788 0.4101432566583534 -6.223129389261772 19.212154828349977 5539.77126802358 105.23800869665472 33 26 26 42.92675930028781 50 True True 2021rdf 2.481970833333333 19.97604722222222 SNIa 0.109 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 2.481970833333333 19.97604722222222 TNS 2021rdf ZTF21abihsrg 2021rdf SNIa 0.109 0.01365437479884335 0.6512664505794632 0.1506412110266666 0.3018422991679479 0.6512664505794632 1.0716740956820594 14.085065448960634 14.085065448960634 28.84169385132718 28.84169385132718 59403.40386570012 59391.444085599855 18.988173588204766 18.988173588204766 18.990123919609935 0.4414020802622196 1.6169282106054677 9.762952566637198 2.47959693034643 19.97450553097385 0.004142334536818781 16.173790509670972 17.582137541611196 16.61347204711676 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.6169282106054677 9.762952566637198 2.47959693034643 19.97450553097385 0.004142334536818781 16.173790509670972 17.582137541611196 16.61347204711676 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 11.95978010026738 9.762952566637198 1.6169282106054677 0.968665494494438 6.037962911774176 -1.4060360465935702 -2.376651872493177 False 0.109 Inputed -19.48476464561558 -19.48671497702075 """""" """""" """"""
-0.15852931183276353 0.1959716261902334 -14.261363632908415 18.446271156177254 5940.352706425779 98.2026936292756 46 29 29 61.977280100341886 42 True False 2021egg 149.173225 -18.733188888888886 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 149.173225 -18.733188888888886 TNS 2021egg ZTF21aanyyde 2021egg SNIa 0.06 0.036151682733386536 0.7408515945364798 0.18602302006165772 0.3525106565602343 0.7408515945364798 1.2135988783754037 12.042429432358274 12.042429432358274 49.93485066798361 49.93485066798361 59292.27543980023 59276.25230319984 17.953791291413403 17.953791291413403 17.988186840678097 2.4972617224879707 1.448593617713924 1.8149732349385597 149.17373089 -18.73334589 0.0032760679483573307 18.763368000876902 19.368683632564544 18.951611217105388 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.448593617713924 1.8149732349385597 149.17373089 -18.73334589 0.0032760679483573307 18.763368000876902 19.368683632564544 18.951611217105388 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.02313660038635 1.8149732349385597 1.448593617713924 0.4170724154591561 1.2529209108368378 1.4148923411511412 0.963424376427291 False 0.06 Inputed -19.167314140519704 -19.201709689784398 """""" """""" """"""
-0.012556632526388768 0.11144932688168678 -5.706036540619566 17.694991995740782 5045.116756259644 157.47368713270964 96 39 39 74.91395840002224 78 True True 2021os 180.72529166666664 5.614769444444444 SNII 0.019 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 180.72529166666664 5.614769444444444 TNS 2021os ZTF21aabygea 2021os SNII 0.019 0.11416633472787652 0.5424529196409402 0.21109813938618416 0.3145698015852112 0.5424529196409402 0.8006497715406624 179.05581947492226 179.05581947492226 -104.14186107490002 -104.14186107490002 59231.46348380018 59221.44475689996 17.533194656940537 17.542585572861924 17.533194656940537 4.160947500697383 5.692345135182218 12.240864502170263 180.72794900620102 5.61263221490099 0.002547895773905351 14.254579564138652 14.913094246745109 14.483242081317306 1.0 """""" """""" """""" """""" 6 False True all False False 0 0.769806565085126 3.5272223571130716 180.724666522715 5.6140125348046 0.014162987313119157 20.385525130299328 20.52667537786722 20.325385111706257 0.5700000000000001 False False 0.3 0.7 1.5 0.02 8 3 10.018726900219917 12.240864502170263 5.692345135182218 0.42985216542780336 2.1504079973145234 -2.629491326116815 -3.049952575623232 False 0.019 Inputed -17.103766103390278 -17.09437518746889 """""" """""" """"""
-0.11811298685805569 0.39757313943860206 -5.348824407915515 18.49665593302276 5555.430818532414 65.25664257407871 28 14 14 33.002476800233126 51 True True 2019ief 190.12364666666 42.0418375 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 190.12364666666 42.0418375 TNS 2019ief ZTF19abakjci 2019ief SNIa 0.07 0.04136960956967428 1.2282302309980864 0.27403744334803903 0.5459841830446379 1.2282302309980864 2.137562575407472 13.458236232752153 13.458236232752153 19.544240567480973 19.544240567480973 58668.19418979995 58657.1964004999 18.281478599169986 18.281478599169986 18.30868937124643 0.48499291869859673 1.3829971525592664 16.745590384988677 190.12078836814248 42.03769858021885 0.01595313802433851 16.637642505917547 17.874221585263015 17.062769245651364 0.9949999999999999 """""" """""" """""" """""" 6 False True all False False 0 0.7186299291283228 1.1023256140330353 190.1232835156605 42.041982494753 0.016782866063098978 22.594337091868518 22.499307347863912 22.021055300027133 0.59 False False 0.3 0.7 1.5 0.02 8 3 10.997789300046861 16.745590384988677 1.3829971525592664 0.8114523396116518 12.108188620634971 -0.4072570139069711 -1.2459201255950667 False 0.07 Inputed -19.186476580344365 -19.21368735242081 """""" """""" """"""
-0.17241600202284937 0.2204659628655438 -22.426639496938517 15.69612793219837 5712.707723265762 228.8585841589764 80 51 51 73.85041669989005 74 True True 2021bbz 176.34833333333333 20.324461111111113 SNIa 0.023 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 176.34833333333333 20.324461111111113 TNS 2021bbz ZTF21aagqcfs 2021bbz SNIa 0.023 0.024829945194989378 0.2899549049442207 0.08665134038750644 0.15137928550712587 0.2899549049442207 0.44138907862205556 -11.708471385247053 -11.708471385247053 85.5588880851371 85.5588880851371 59250.369085600134 59248.42047449993 15.564329808724741 15.564329808724741 15.696347451710986 21.237480987571256 4.2915944312506 5.0314751311954815 176.3493800939875 20.32545602930915 0.0003583090175998116 13.03738698869586 14.171571190108061 13.401988476747274 0.8 """""" """""" """""" """""" 0 False True all False False 0 4.2915944312506 5.0314751311954815 176.3493800939875 20.32545602930915 0.0003583090175998116 13.03738698869586 14.171571190108061 13.401988476747274 0.8 False False 0.3 0.7 1.5 0.02 8 3 1.948611100204289 5.0314751311954815 4.2915944312506 0.7695827133607871 1.1724022881932195 -1.3927586186166803 -2.2943589749637123 False 0.023 Inputed -19.357684517533865 -19.489702160520107 """""" """""" """"""
-0.13599178127100828 0.22367890944357427 -11.797937294947388 18.98604912893276 5059.9225651740135 148.66709843880287 39 26 26 47.8120023002848 46 True False 2020abno 97.4716625 54.140225 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 97.4716625 54.140225 TNS 2020abno ZTF20acuzjqk 2020abno SNIa 0.07 0.17477458409620183 0.6508491097779547 0.2820020054115737 0.3968181345754438 0.6508491097779547 0.9404021468376058 14.10567608351488 14.10567608351488 33.706326216769924 33.706326216769924 59194.34190970007 59179.45031249989 18.521785579658264 18.614396305257497 18.521785579658264 0.9320129053200986 3.6063486913801373 13.20148056268106 97.47238337 54.13658232 0.012641531841950826 16.646819795513153 17.54346371984482 17.057054099464416 1.0 """""" """""" """""" """""" 2 False True all False False 0 0.8421775869259065 7.737508538499458 97.46799916 54.14010581 0.02535181821500543 19.260131123781203 20.006851090431212 19.497737638759613 0.0 False False 0.3 0.7 1.5 0.02 8 3 14.89159720018506 13.20148056268106 3.6063486913801373 0.48640962038040314 3.660622333673702 -1.0709325854126774 -1.4647314801938478 False 0.07 Inputed -18.97338037193253 -18.8807696463333 """""" """""" """"""
-0.0914849078731475 0.3738521986192723 -9.076932590761707 19.236993702953995 5663.151710098806 226.82943796395912 47 17 17 28.845636600162834 67 True False 2020vbj 334.63584166666664 35.63330277777778 SNIa 0.116 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 334.63584166666664 35.63330277777778 TNS 2020vbj ZTF20acgmflv 2020vbj SNIa 0.116 -0.04150602410050297 0.21277580614111358 0.017691515144139913 0.0797378399332267 0.21277580614111358 0.35843423325486157 15.647731499962447 15.647731499962447 13.197905100200387 13.197905100200387 59138.24569439981 59124.27575229993 18.885489834721625 18.885489834721625 18.975659183662327 0.35516699419196973 2.9912087563205536 1.7179464308698824 334.63551506 35.63369934 0.0014482841745601105 16.110852167367934 17.513041686964034 16.524513903713228 0.95 """""" """""" """""" """""" 0 False True all False False 0 2.9912087563205536 1.7179464308698824 334.63551506 35.63369934 0.0014482841745601105 16.110852167367934 17.513041686964034 16.524513903713228 0.95 False False 0.3 0.7 1.5 0.02 8 3 13.969942099880427 1.7179464308698824 2.9912087563205536 0.9885277832508059 0.5743318406780493 -1.3724481477575914 -2.451145279949099 False 0.116 Inputed -19.637445044315744 -19.727614393256445 """""" """""" """"""
-0.15600869601520184 0.24883049850522163 -6.004973048400657 19.124683953645985 3926.2617154144627 245.2807049202633 31 24 24 51.8843634002842 59 True True 2019gjq 239.77316333333 19.801470166666 SNIa 0.047 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 239.77316333333 19.801470166666 TNS 2019gjq ZTF19aavoiyc 2019gjq SNIa 0.047 0.5139607730332258 0.8465730225305776 0.592232564472372 0.6736886329039038 0.8465730225305776 1.0334966156459409 14.879805130089686 14.879805130089686 37.004558270194515 37.004558270194515 58644.27215280011 58632.303437499795 18.652573273012905 19.0801204881212 18.652573273012905 1.0580746136365093 3.804293597943988 3.0312631082033517 239.77393380585102 19.801898525873852 0.001590740925002887 15.511931152340175 16.524554982373715 15.892413948868512 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 0.9225361545629402 239.773394616996 19.8016055027619 0.07387072129237793 24.78708365749836 25.01368323723793 23.23549903465271 0.75 False False 0.3 0.7 1.5 0.02 8 3 11.968715300317854 3.0312631082033517 3.804293597943988 0.6321410335052029 0.7968005176681376 -2.5555655057474844 -2.760159324144393 False 0.047 Inputed -17.96606302958181 -17.538515814473516 """""" """""" """"""
-0.13873676880763072 0.35025370064301975 -2.324495520298721 18.68006910080772 5291.556990344902 192.87247933555955 33 18 18 35.01006949972361 36 True False 2019bwh 120.69369541666 62.715216 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 120.69369541666 62.715216 TNS 2019bwh ZTF18achxcsh 2019bwh SNIa 0.07 0.011954560287399829 0.32895201333187885 0.0849032491942765 0.16194058655122845 0.32895201333187885 0.5143964872248432 8.277057336429646 8.277057336429646 26.733012163293967 26.733012163293967 58562.19587960001 58559.15611110022 18.294442019220327 18.294442019220327 18.420514745257034 1.5556314521309949 1.3430906549048318 1.3846289622073702 120.69286205 62.71517142 0.0002452474140312022 15.674651685976983 16.770540605449675 16.061949413084985 0.41000000000000003 """""" """""" """""" """""" 0 False True all False False 0 1.3430906549048318 1.3846289622073702 120.69286205 62.71517142 0.0002452474140312022 15.674651685976983 16.770540605449675 16.061949413084985 0.41000000000000003 False False 0.3 0.7 1.5 0.02 8 3 3.039768499787897 1.3846289622073702 1.3430906549048318 0.7085911923646897 1.0309274040072014 -1.523901413770652 -2.3585653321720486 False 0.07 Inputed -19.074651206333762 -19.20072393237047 """""" """""" """"""
-0.08180405637894494 0.4541166338577849 0.8556412080732654 18.062328367582708 5129.167830226326 61.58419884321096 34 20 20 35.88009259989485 47 True False 2021iso 179.33941666666664 -20.23293333333333 SNII 0.031 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 179.33941666666664 -20.23293333333333 TNS 2021iso ZTF21aatpsky 2021iso SNII 0.031 0.01912305663988434 1.2814019055619568 0.2627688979227756 0.5502918985944873 1.2814019055619568 2.2719625090258795 12.484884433601577 12.484884433601577 23.395208166293273 23.395208166293273 59315.27350689983 59313.29416669998 17.907369862698744 17.907369862698744 17.962352444049756 0.4949824925345663 2.059945568071953 5.98745217968491 179.33972656 -20.2345709 0.007374618976572878 17.84879360215664 18.028648594641684 17.803506734657287 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.059945568071953 5.98745217968491 179.33972656 -20.2345709 0.007374618976572878 17.84879360215664 18.028648594641684 17.803506734657287 1.0 False False 0.3 0.7 1.5 0.02 8 3 1.9793401998467743 5.98745217968491 2.059945568071953 0.22514185998439729 2.906606986362744 0.12127873194294025 -0.15884570939246956 False 0.031 Inputed -17.744184506205862 -17.799167087556874 """""" """""" """"""
-0.1258449741610339 0.24288821291507312 -34.54697805896339 16.053678989562883 4359.588352251979 716.4577635196464 62 37 37 74.7849305998534 29 True False 2020qdl 27.680104166666666 -21.772566666666666 SNIa 0.02 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 27.680104166666666 -21.772566666666666 TNS 2020qdl ZTF20abxyajd 2020qdl SNIa 0.02 0.3675927368730001 0.467271255151708 0.39199377622120224 0.4167380620813539 0.467271255151708 0.5192225627411631 -21.3394004325596 -21.3394004325596 96.124331032413 96.124331032413 59094.41747689992 59092.45511570014 16.055478133554473 16.361359750725807 16.055478133554473 9.268047464027717 5.338062765875873 3.580079440883152 27.67981096 -21.77352313 0.004115326159625288 15.926580273032188 16.50890000092983 16.102995973145962 1.0 """""" """""" """""" """""" 0 False True all False False 0 5.338062765875873 3.580079440883152 27.67981096 -21.77352313 0.004115326159625288 15.926580273032188 16.50890000092983 16.102995973145962 1.0 False False 0.3 0.7 1.5 0.02 8 3 1.9623611997812986 3.580079440883152 5.338062765875873 0.405904027783869 0.6706701659203385 0.14754025020402395 0.04751783959148881 False 0.02 Inputed -18.69341663493162 -18.387535017760285 """""" """""" """"""
-0.07407757925434139 0.2696664884003074 -4.449136680844757 18.0126296679806 5770.956834037499 197.16862967445138 10 6 6 15.0542708998546 43 True False 2019byc 80.96422125 8.9164638055555 SNIa 0.072 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 80.96422125 8.9164638055555 TNS 2019byc ZTF19aalwegb 2019byc SNIa 0.072 -0.08818974027298765 0.1974114725025906 -0.022465032239814775 0.04694348691304384 0.1974114725025906 0.36445993881799055 28.26024654914134 28.26024654914134 -13.205975649286739 -13.205975649286739 58562.14627309982 58547.12873840006 17.62092538551674 17.71379098891835 17.62092538551674 2.4218985752789766 1.3038591831410724 2.849324755279626 80.96414047 8.91567636 0.007454955367240612 19.52701038799286 19.803184629631044 19.733652022266387 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.3038591831410724 2.849324755279626 80.96414047 8.91567636 0.007454955367240612 19.52701038799286 19.803184629631044 19.733652022266387 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.017534699756652 2.849324755279626 1.3038591831410724 0.06953260736465694 2.185300983512221 2.089393640712693 2.112726636749649 False 0.072 Inputed -19.93638425393152 -19.84351865052991 """""" """""" """"""
-0.07881169982855167 0.30464228209263566 -17.448597364390213 18.79803069885066 5532.007007280466 237.62047172193746 17 16 16 64.83909719996154 34 True True 2018hsc 18.686217916666 4.1070931944444 SNII 0.043 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 18.686217916666 4.1070931944444 TNS 2018hsc ZTF18acbuemc 2018hsc SNII 0.043 0.03534962578136458 0.29183703426159013 0.09531899026532997 0.15799692536886312 0.29183703426159013 0.4376149283818691 9.562754017048062 9.562754017048062 55.27634318291348 55.27634318291348 58434.196307899896 58422.26668980019 18.431777633027433 18.443052705633026 18.431777633027433 1.5709281906564097 3.290460605884425 2.730922776413516 18.6869761309759 4.107033879894464 0.0006472276907520946 14.694547027690412 15.604740418641567 15.048284384913444 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.290460605884425 2.730922776413516 18.6869761309759 4.107033879894464 0.0006472276907520946 14.694547027690412 15.604740418641567 15.048284384913444 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 11.929618099704385 2.730922776413516 3.290460605884425 0.5564560337281232 0.829951518498574 -2.8383122869914583 -3.3834932481139894 False 0.043 Inputed -17.991638221508772 -17.98036314890318 """""" """""" """"""
-0.008052944060808677 0.3685779843874523 -16.045465699131697 19.185439850943155 4019.700857556706 207.38543371525296 33 20 20 68.81274309987202 39 True True 2019luo 2.3003170833333 -6.923076083333 SNII 0.041 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 2.3003170833333 -6.923076083333 TNS 2019luo ZTF19abgurml 2019luo SNII 0.041 0.5700276727259563 0.9807601668412644 0.6656517957077881 0.7658612856772926 0.9807601668412644 1.2162611245120694 170.75138771580723 170.75138771580723 -101.9386446159352 -101.9386446159352 58743.335821799934 58680.48158559995 18.92909314811523 19.147330334396656 18.92909314811523 1.0745018989607014 5.67643377586575 19.42920990722684 2.2953219525006547 -6.92520656163418 0.0038837685389903065 14.02787795520425 14.820627881860734 14.310880671963691 0.9949999999999999 """""" """""" """""" """""" 10 False True all False False 0 0.7 0.5536647024788808 2.3002362091467 -6.92294490587104 0.01144071181678652 22.57322659338951 21.69883220474243 21.94181569683552 0.26666666666666666 False False 0.3 0.7 1.5 0.02 8 3 62.85423619998619 19.42920990722684 5.67643377586575 0.5097472098970428 3.4227845641101604 -4.326702452535923 -4.6182124761515375 False 0.041 Inputed -17.3898552455538 -17.171618059272372 """""" """""" """"""
-0.02948732679629618 0.320840169050969 -32.89124052741255 19.463615849552763 4086.048640269716 252.26171418896848 32 21 21 66.75175930000842 35 True True 2019bzo 238.89349999999 26.915218999999 SNIIb 0.065 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 238.89349999999 26.915218999999 TNS 2019bzo ZTF19aalzvnu 2019bzo SNIIb 0.065 0.642285294843262 0.9862055519602713 0.7234098963475475 0.8077030042624358 0.9862055519602713 1.178655756565064 61.49989309100225 61.49989309100225 5.251866209006167 5.251866209006167 58597.38200230012 58541.54343750002 19.240865141030735 19.56436041387203 19.240865141030735 1.6995117290453252 0.8462173571248677 0.642519146216124 238.893668986412 26.91512334781155 0.0025558389819647642 20.109607197613716 20.234505752801894 20.275954343402386 0.9666666666666667 """""" """""" """""" """""" 0 False True all False False 0 0.8462173571248677 0.642519146216124 238.893668986412 26.91512334781155 0.0025558389819647642 20.109607197613716 20.234505752801894 20.275954343402386 0.9666666666666667 False False 0.3 0.7 1.5 0.02 8 3 55.83856480009854 0.642519146216124 0.8462173571248677 -0.041448590600492 0.7592838185205342 0.6701453389298635 1.0350892023716511 False 0.065 Inputed -18.090927367930668 -17.767432095089372 """""" """""" """"""
-0.003440454131165946 0.668082743599625 -24.210033470367634 17.966846991550838 5133.598797679084 212.87386954649673 58 33 33 73.9359837998636 48 True True 2020abbl 184.46762499999997 -0.9080611111111111 SNII 0.021131 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 184.46762499999997 -0.9080611111111111 TNS 2020abbl ZTF20actnzxm 2020abbl SNII 0.021131 0.2057545600548778 0.5310332984626172 0.2813875372371868 0.3607203054705117 0.5310332984626172 0.7178500017350196 104.96708824960659 104.96708824960659 -31.031104449742983 -31.031104449742983 59189.468009300064 59177.52635420021 17.678735886212728 17.837315240675963 17.678735886212728 1.7766486349718984 4.045879525582993 3.845152359044132 184.4667974665055 -0.9073856903088425 0.002270846016538597 15.744704036055804 16.722575358783008 16.479358985362055 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 1.2465471113391517 184.467935413489 -0.907907599588402 0.006329448050680697 21.213747779331207 21.28647691211939 21.11559229116917 0.13 False False 0.3 0.7 1.5 0.02 8 3 11.941655099857599 3.845152359044132 4.045879525582993 0.24321637342095315 0.950387260601899 -1.1147398818929553 -1.1993769008506732 False 0.021131 Inputed -17.19023187537439 -17.031652520911155 """""" """""" """"""
-0.17282850407293393 0.31779772687640995 -5.74142637293962 17.989884183203433 5295.1210203530145 168.63233999115369 39 22 22 58.90885420003906 89 True True 2021cp 103.14653333333332 18.222066666666667 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 103.14653333333332 18.222066666666667 TNS 2021cp ZTF21aaaldio 2021cp SNIa 0.05 0.041469245554015544 0.4180006144637325 0.12714223450960205 0.21828376702423924 0.4180006144637325 0.642802901332157 12.873730581060286 12.873730581060286 46.03512361897877 46.03512361897877 59229.24053240009 59217.2581944 17.68476041841407 17.733611242746967 17.68476041841407 1.0876161985368806 3.1242726077787504 3.2875886962493075 103.145926986984 18.22277537294645 0.001538118753994011 15.858231513102055 17.065231495780942 16.223020350332263 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.1242726077787504 3.2875886962493075 103.145926986984 18.22277537294645 0.001538118753994011 15.858231513102055 17.065231495780942 16.223020350332263 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 11.98233800008893 3.2875886962493075 3.1242726077787504 0.8422111454486796 1.0522733157356168 -0.6683797469660249 -1.4617400680818058 False 0.05 Inputed -19.069778212761207 -19.02092738842831 """""" """""" """"""
-0.12428459645336709 0.3185184154894126 -11.451553892133717 17.73329843878351 5126.554948540795 202.43613707319838 62 48 48 74.9282291000709 39 True True 2021bmb 224.3253708333333 43.45972777777778 SNIa 0.0375 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 224.3253708333333 43.45972777777778 TNS 2021bmb ZTF21aagtcgb 2021bmb SNIa 0.0375 0.12056072895758163 0.4454784191287722 0.19574603003143665 0.27485891434563925 0.4454784191287722 0.633707058486948 5.760431239059331 5.760431239059331 69.16779786101156 69.16779786101156 59256.4535069 59248.44680560008 17.355769565756468 17.455616679043697 17.355769565756468 2.1808988776150344 1.6923430632276668 0.6577263309590464 224.3253277558965 43.459907784003306 0.001192212370135004 17.409266290513276 18.40085118477583 17.763984556116462 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.6923430632276668 0.6577263309590464 224.3253277558965 43.459907784003306 0.001192212370135004 17.409266290513276 18.40085118477583 17.763984556116462 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.006701299920678 0.6577263309590464 1.6923430632276668 0.6368666286593694 0.38864834515563235 0.9452345057321345 0.4082149903599941 False 0.0375 Inputed -18.767575559625342 -18.667728446338113 """""" """""" """"""
-0.15073548674542098 0.3428592630644345 -7.167270801988628 17.91410910278011 5462.618328271212 249.1460955700826 35 20 20 57.03732639970258 52 True True 2020cvw 119.48295833333331 30.02693888888889 SNIa 0.051066 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 119.48295833333331 30.02693888888889 TNS 2020cvw ZTF20aaoojli 2020cvw SNIa 0.051066 -0.008545755651958586 0.2270629659904273 0.04668056936252185 0.10430677025735235 0.2270629659904273 0.36035167348678243 13.936945072807736 13.936945072807736 43.10038132689484 43.10038132689484 58912.16550929984 58898.162708300166 17.571553942674957 17.571553942674957 17.675541386590286 0.528219809658824 3.2747750316318824 2.275278847711879 119.482987074929 30.0275704207295 0.0017041492791922686 16.041066558995247 16.804697236096857 16.301654816186428 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.2747750316318824 2.275278847711879 119.482987074929 30.0275704207295 0.0017041492791922686 16.041066558995247 16.804697236096857 16.301654816186428 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 14.002800999674946 2.275278847711879 3.2747750316318824 0.5030424199104289 0.6947893597985766 -0.7668567065780998 -1.373886570403858 False 0.051066 Inputed -19.125351440236848 -19.229338884152178 """""" """""" """"""
-0.1542681231650357 0.2865556954794427 -5.8965827676795755 18.83991063726304 5355.850652063044 73.50450843059679 36 33 33 41.949224499985576 44 True True 2020mxd 341.1812916666666 12.798302777777778 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 341.1812916666666 12.798302777777778 TNS 2020mxd ZTF20abgdtmv 2020mxd SNIa 0.08 0.09105324729543796 1.1425249623673928 0.3032641251060717 0.546847387909807 1.1425249623673928 1.912100969875091 9.078270646723945 9.078270646723945 32.87095385326163 32.87095385326163 59025.33930560015 59018.46607640013 18.49965074967347 18.49965074967347 18.526669362655014 1.6684238903423227 1.6487392236355813 24.904791538702277 341.175849476711 12.8027406951646 0.01506451277835752 15.529434729614259 16.770590194969177 15.92661105201602 0.9800000000000001 """""" """""" """""" """""" 8 False True all False False 0 0.9568678929421421 5.593069676064953 341.181069410222 12.79984121659215 0.10088794400143897 21.899771990429162 23.10373947110176 22.165757913057803 0.5416666666666666 False False 0.3 0.7 1.5 0.02 8 3 6.8732292000204325 24.904791538702277 1.6487392236355813 0.8439791429531578 15.105355159674996 -1.7290605547042937 -2.6000583106389943 False 0.08 Inputed -19.263264659416365 -19.290283272397907 """""" """""" """"""
-0.12814363006530388 0.4432333402557444 -3.290583272066822 16.90890337408306 3354.675690173974 194.6053557819398 31 10 10 16.004108800087124 78 True False 2021kds 127.41028749999998 -17.298861111111112 SNIa 0.018926 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 127.41028749999998 -17.298861111111112 TNS 2021kds ZTF21aavodst 2021kds SNIa 0.018926 0.8173985534541899 1.3114253954067792 0.9320360988219889 1.0524213862557517 1.3114253954067792 1.5965117313201347 13.080842409180327 13.080842409180327 2.9232663909067957 2.9232663909067957 59329.192592599895 59319.17075229995 16.637302436788715 17.53316171622803 16.637302436788715 0.5217098323700283 3.9165188635177013 7.683209673417966 127.40913124 -17.29703459 0.0005970603013034648 13.451950744247437 17.394357440543175 13.763874584317207 1.0 """""" """""" """""" """""" 2 False True all False False 0 2.195795550794444 1.9213070593274317 127.41051181 -17.29837227 0.0017211701093533538 17.025681576442718 14.28519739394188 17.05445014979839 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.021840299945325 7.683209673417966 3.9165188635177013 3.6304828562259672 1.9617445852200324 -0.13880427568485487 -2.873427852471508 False 0.018926 Inputed -17.991143593172033 -17.09528431373272 """""" """""" """"""
-0.14795067161334355 0.22173798145599444 -11.662144492775811 18.530852390846423 5680.785792377524 105.72182977630798 57 39 39 57.94817129988223 57 True True 2021fxp 167.78924999999998 32.43985277777777 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 167.78924999999998 32.43985277777777 TNS 2021fxp ZTF21aapejbx 2021fxp SNIa 0.07 0.049838231049786685 0.7008396477531882 0.18994120546888738 0.34440776804971307 0.7008396477531882 1.12897002655005 10.585560088460815 10.585560088460815 47.36261121142142 47.36261121142142 59302.325902800076 59290.25901619997 18.020799840941116 18.020799840941116 18.107113168315223 1.3336839786645207 4.036743381869337 3.4617182765691923 167.7901601652395 32.4404312406252 0.0011855648405616481 14.940436563798189 15.863292784757615 15.26546963153839 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 4.036743381869337 3.4617182765691923 167.7901601652395 32.4404312406252 0.0011855648405616481 14.940436563798189 15.863292784757615 15.26546963153839 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 12.066886600106955 3.4617182765691923 4.036743381869337 0.597823153219224 0.8575522269057734 -2.1575070561835012 -2.8416435367768322 False 0.07 Inputed -19.388052783275572 -19.47436611064968 """""" """""" """"""
-0.18803239659898527 0.20563476896207677 -7.762339279911895 18.337097025236897 5293.7884826696345 88.01133911198752 43 32 32 44.990138799883425 53 True True 2019crd 159.29310583333 25.903563 SNIa 0.0531 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 159.29310583333 25.903563 TNS 2019crd ZTF19aanetjx 2019crd SNIa 0.0531 0.11986087290307879 0.9740274966513169 0.29860386714304 0.49917619084382636 0.9740274966513169 1.5633113461350518 13.647896742877126 13.647896742877126 31.3422420570063 31.3422420570063 58580.20423609996 58567.205601899885 17.905060285537665 17.905060285537665 17.943597448509188 1.6737558438536204 1.8235019831144812 0.1493214303775957 159.2930598580795 25.90355982065935 0.0004705053468573306 16.035292741919157 16.93451916667223 16.371008716338874 0.9850000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.8235019831144812 0.1493214303775957 159.2930598580795 25.90355982065935 0.0004705053468573306 16.035292741919157 16.93451916667223 16.371008716338874 0.9850000000000001 False False 0.3 0.7 1.5 0.02 8 3 12.998634200077504 0.1493214303775957 1.8235019831144812 0.5635104503333572 0.08188717739838135 -0.9705411188654338 -1.5725887321703134 False 0.0531 Inputed -18.943144689989 -18.981681852960524 """""" """""" """"""
-0.04389964330889709 0.5643946768624282 -13.673653455478442 19.46981081710266 4865.16008103411 270.53610183505754 58 34 34 69.8492477000691 53 True True 2020acjg 159.163325 37.47225 SNII 0.0231 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 159.163325 37.47225 TNS 2020acjg ZTF20acwxrgp 2020acjg SNII 0.0231 0.19092944368533793 0.43926711478576763 0.24956353871419878 0.3104543595041669 0.43926711478576763 0.5779109531851603 34.33303202183617 34.33303202183617 35.51621567823293 35.51621567823293 59229.426064800005 59194.44913189998 19.121544303748347 19.398161869033192 19.121544303748347 1.0072594218759563 3.4798692615159244 5.761468619684241 159.16398742746549 37.4737615934145 0.0033010732566979284 16.21542342186928 16.757138349752424 16.369490132383703 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 5.727966679565157 159.16140354 37.47270399 0.3426829852286377 23.712739334225656 23.64 23.18131827659607 0.0 False False 0.3 0.7 1.5 0.02 8 3 34.97693290002644 5.761468619684241 3.4798692615159244 0.3876482173687208 1.6556566315294243 -2.6410235192807683 -2.7520541713646445 False 0.0231 Inputed -15.941963109354635 -15.66534554406979 """""" """""" """"""
-0.4142243608928796 0.24338679039492248 -3.580277721007282 18.888065782546104 6912.4425614369575 296.84055656698524 16 15 15 30.954178299754858 87 True False 2018emh 260.76272583333 11.1474295 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 260.76272583333 11.1474295 TNS 2018emh ZTF18adlonrf 2018emh CV 0.0 -0.3051098346175891 -0.15693503035261003 -0.27016043728938754 -0.2338417836092539 -0.15693503035261003 -0.07406222615847824 4.82755556645875 4.82755556645875 26.126622733296106 26.126622733296106 60083.35364580015 60078.35725690005 17.876330617608133 17.876330617608133 18.29853700690158 18.530590790402393 0.7199735223989577 0.17535864447479382 260.76277485 11.14742176 0.0030043350618078613 20.90574148387909 20.794111598014833 20.566165433692934 0.1375 """""" """""" """""" """""" 0 False True all False False 0 0.7199735223989577 0.17535864447479382 260.76277485 11.14742176 0.0030043350618078613 20.90574148387909 20.794111598014833 20.566165433692934 0.1375 False False 0.3 0.7 1.5 0.02 8 3 4.996388900093734 0.17535864447479382 0.7199735223989577 0.2279461643218994 0.2435626297624076 2.9177809804067003 2.2676284267913545 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.16032852449897578 0.18654844207772622 -11.690170017711019 18.748836212883937 5675.026067817651 106.3149850831511 39 32 32 71.88236119970679 41 True True 2019flf 230.36049999999 37.454589 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 230.36049999999 37.454589 TNS 2019flf ZTF19aaupkev 2019flf SNIa 0.09 0.05077204408138769 0.6978521338269346 0.19015094889778084 0.3437350162488322 0.6978521338269346 1.1227867816458925 18.828532087467877 18.828532087467877 53.053829112238915 53.053829112238915 58632.346793999895 58612.300740700215 18.21650023410065 18.21650023410065 18.31699599703055 1.6818286340399393 0.8614263865505004 1.3280195363223741 230.36071352151902 37.4549166470015 0.005458324982994145 20.626652868668437 21.137054598573446 20.84125288794756 0.95 """""" """""" """""" """""" 0 False True all False False 0 0.8614263865505004 1.3280195363223741 230.36071352151902 37.4549166470015 0.005458324982994145 20.626652868668437 21.137054598573446 20.84125288794756 0.95 False False 0.3 0.7 1.5 0.02 8 3 20.046053299680352 1.3280195363223741 0.8614263865505004 0.29580171062588434 1.5416517964353302 2.920554364472796 2.5242568909170124 False 0.09 Inputed -19.733388648148686 -19.833884411078586 """""" """""" """"""
-0.18946691299669885 0.17994444260862877 -5.107520622242895 18.28593941364312 4415.650380962269 136.1106310388721 57 31 31 49.99814820010215 26 True True 2019duf 200.36779208333 62.875319 SNIa 0.04129 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 200.36779208333 62.875319 TNS 2019duf ZTF19aaraxhh 2019duf SNIa 0.04129 0.32732233232506047 0.9054563789063081 0.45659692666868423 0.5956531077810538 0.9054563789063081 1.261874139916987 13.963680865171561 13.963680865171561 36.03446733493059 36.03446733493059 58602.2799769002 58592.26105319988 17.791599422687888 18.04790882988428 17.791599422687888 3.107892882836973 1.4467807287179761 1.4949511749241216 200.36720814943902 62.87500030874375 0.000708459661957983 16.87403811850846 17.68046098300099 17.140632347402573 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.4467807287179761 1.4949511749241216 200.36720814943902 62.87500030874375 0.000708459661957983 16.87403811850846 17.68046098300099 17.140632347402573 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 10.018923700321466 1.4949511749241216 1.4467807287179761 0.5398286355984183 1.0332949183314255 -0.36744784688328735 -0.6509670752853154 False 0.04129 Inputed -18.54280587080297 -18.28649646360658 """""" """""" """"""
-0.03460953583542006 0.5609282851351475 -15.77878408793709 17.030102530763372 5067.630522031461 187.05739911114966 43 8 8 73.36013879999518 58 True True 2019fmb 186.68191791666 56.075794222222 SNIIn 0.016 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 186.68191791666 56.075794222222 TNS 2019fmb ZTF19aavyvbn 2019fmb SNIIn 0.016 0.18013031507164357 0.5491341939850507 0.2650472144331175 0.35471941025866016 0.5491341939850507 0.7650848039921598 61.28504412329893 61.28504412329893 12.07509467669625 12.07509467669625 58776.51164350007 58716.15310190013 16.948915021874445 17.13734176937263 16.948915021874445 5.2317096239813745 6.6858499002536655 17.54842161970821 186.6835123771865 56.07100158220955 0.005133715855258125 14.447949308384658 16.019510653495193 15.421613058285715 1.0 """""" """""" """""" """""" 9 False True all False False 0 0.7 3.0457152354334665 186.683068010692 56.0763453923589 0.19483969185192374 24.32981823377609 21.812935494618415 24.759393343408107 0.0 False False 0.3 0.7 1.5 0.02 8 3 60.35854159994051 17.54842161970821 6.6858499002536655 0.5978975952094778 2.624710677253226 -1.1178311158774363 -1.5273019635887302 False 0.016 Inputed -17.313213401221127 -17.124786653722943 """""" """""" """"""
-0.07620826985017018 0.9310215342462311 1.0436467108548741 18.137226669777686 6032.986999210511 41.431037254770004 37 30 30 46.00550920004025 52 True True 2020wey 136.35783333333333 61.80255 TDE 0.02738 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 136.35783333333333 61.80255 TNS 2020wey ZTF20acitpfz 2020wey TDE 0.02738 -0.19866082484187686 1.679470103150912 0.11581909768209186 0.5205642310372447 1.679470103150912 3.4861154533506706 22.881242922361594 22.881242922361594 23.124266277678657 23.124266277678657 59151.392419000156 59130.49268520018 17.761181601562114 17.761181601562114 17.998318426012137 8.412797989754319 1.6915039724523688 0.09716959273259845 136.357776442268 61.80255243290635 0.00045701946106990743 16.19590766010046 17.08704638796091 16.473468160834315 0.985 """""" """""" """""" """""" 0 False True all False False 0 1.6915039724523688 0.09716959273259845 136.357776442268 61.80255243290635 0.00045701946106990743 16.19590766010046 17.08704638796091 16.473468160834315 0.985 False False 0.3 0.7 1.5 0.02 8 3 20.899733799975365 0.09716959273259845 1.6915039724523688 0.6135782271265953 0.057445678115505966 -0.674135213601204 -1.5248502651778217 False 0.02738 Inputed -17.436625947790056 -17.673762772240078 """""" """""" """"""
-0.18274144370923887 0.18312549208295978 -9.989545179443915 18.508092337172492 5739.074959150896 124.00991449733739 51 31 31 54.80968749988824 43 True False 2020ykj 80.08727916666665 -14.591272222222223 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 80.08727916666665 -14.591272222222223 TNS 2020ykj ZTF20acogesf 2020ykj SNIa 0.06 -0.0052863158524409926 0.5121119050843284 0.10839150949896137 0.23208460714522516 0.5121119050843284 0.8404437271226968 14.219657265945662 14.219657265945662 40.59003023394258 40.59003023394258 59165.33901620004 59150.4193519 18.009351385353234 18.03259690249078 18.009351385353234 1.224465105406131 1.086905631132341 1.3563113246374692 80.08691618 -14.59113604 0.0024762934636433087 19.15358498044014 19.673145824193956 19.311818815612792 0.96 """""" """""" """""" """""" 0 False True all False False 0 1.086905631132341 1.3563113246374692 80.08691618 -14.59113604 0.0024762934636433087 19.15358498044014 19.673145824193956 19.311818815612792 0.96 False False 0.3 0.7 1.5 0.02 8 3 14.919664300046861 1.3563113246374692 1.086905631132341 0.3613270085811635 1.247864842897594 1.640548921703175 1.3024674302595578 False 0.06 Inputed -19.146149595844566 -19.12290407870702 """""" """""" """"""
-0.09405265582370617 0.3384039760971651 -21.48528575128988 18.556880464548414 4261.718998220112 188.0334203409069 32 17 17 43.96575229987502 52 True True 2020exz 178.93788749999996 46.478636111111115 SNIa 0.0711 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 178.93788749999996 46.478636111111115 TNS 2020exz ZTF20aatpoef 2020exz SNIa 0.0711 0.5286868862552438 0.9767478143263482 0.6322042771524927 0.7412270883733143 0.9767478143263482 1.2372977997849333 -1.8942902864268145 -1.8942902864268145 45.86004258630184 45.86004258630184 58944.34841440013 58936.27771990001 18.423371808113078 18.719208454846537 18.423371808113078 2.291394623163387 3.2529510011559917 3.5674775102925516 178.9385511168835 46.47775680651855 0.0030350694295135927 16.62309729743004 17.521744114011526 16.907667072477338 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.2529510011559917 3.5674775102925516 178.9385511168835 46.47775680651855 0.0030350694295135927 16.62309729743004 17.521744114011526 16.907667072477338 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.070694500114769 3.5674775102925516 3.2529510011559917 0.6140770415341876 1.096689593241579 -1.1974643408350119 -1.5157047356357403 False 0.0711 Inputed -19.10618682628983 -18.81035017955637 """""" """""" """"""
-0.1437398506605141 0.2807035000164375 -3.3734946818003495 18.98722036643983 5077.366466317462 155.74880885565778 43 20 20 36.08386579994112 102 True False 2021scb 273.2517333333333 21.04106388888889 SNIa 0.0842 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 273.2517333333333 21.04106388888889 TNS 2021scb ZTF21abibhpm 2021scb SNIa 0.0842 0.08357360366406041 0.5081303214472825 0.17950280232567195 0.28201476256969826 0.5081303214472825 0.764800721220638 9.519449914169837 9.519449914169837 26.564415885771286 26.564415885771286 59395.28966439981 59391.23530089995 18.673776923328873 18.673776923328873 18.684352917511415 0.783416250016712 0.878924677809828 10.252617877406827 273.25429811 21.04260686 0.06395311805165049 19.7862468675375 20.863523082065583 20.334874349689482 0.34 """""" """""" """""" """""" 2 False True all False False 0 1.6909806062331807 5.243599136660175 273.25324088 21.0406873 0.0007333963942790511 15.208363733959198 16.100370732593536 15.45776285920143 0.0 False False 0.3 0.7 1.5 0.02 8 3 4.054363499861211 0.0 0.0 0.0 0.0 4.9662230766711275 4.585647082488585 True 0.0842 Inputed -19.21867511272016 -19.2292511069027 """""" """""" """"""
-0.14592703609623092 0.31866819343455033 -8.61585822684373 18.72951690727081 6249.312675591595 174.71031745242286 24 10 10 44.032337999902666 64 True False 2019odd 311.39758083333 -8.051934444444 SNIa 0.081 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 311.39758083333 -8.051934444444 TNS 2019odd ZTF19abqimia 2019odd SNIa 0.081 -0.15295473233779688 0.15608982443937336 -0.08268835901932192 -0.007899579454495154 0.15608982443937336 0.34076945037201156 11.219857172867373 11.219857172867373 32.812480827035294 32.812480827035294 58726.24312500004 58714.2442361 18.19966010624708 18.19966010624708 18.595554523009337 2.946563269712056 1.027889566983307 0.45965652872376744 311.39746754 -8.05199543 0.0033037235889371575 20.048976685881616 20.24957303032875 19.95187306652069 0.7899999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.027889566983307 0.45965652872376744 311.39746754 -8.05199543 0.0033037235889371575 20.048976685881616 20.24957303032875 19.95187306652069 0.7899999999999999 False False 0.3 0.7 1.5 0.02 8 3 11.998888900037855 0.45965652872376744 1.027889566983307 0.29769996380806063 0.44718473996461167 2.0499129240816707 1.3563185435113532 False 0.081 Inputed -19.221828835639982 -19.61772325240224 """""" """""" """"""
-0.1913323524079127 0.27950818839832864 -5.393068670401645 18.061445256891574 6112.694955155609 65.97046143623251 51 33 33 41.911608800292015 95 True False 2020kta 288.3944041666666 42.02397777777778 SNIa 0.0544 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 288.3944041666666 42.02397777777778 TNS 2020kta ZTF20abazekd 2020kta SNIa 0.0544 -0.08610198120657486 0.9776684900199015 0.12179259696097944 0.3653486203036813 0.9776684900199015 1.7944344033665445 7.269400224690361 7.269400224690361 34.64220857560166 34.64220857560166 58997.40969910007 58991.40958329989 17.560501087591174 17.560501087591174 17.76554310959386 3.5701977403205185 3.7766074981458004 8.029047872490729 288.39404789 42.02619231 0.0011108392981126203 14.257080216169358 18.1810710190773 14.697789231777191 1.0 """""" """""" """""" """""" 3 False True all False False 0 7.8674603645475365 2.3989330269490052 288.39359002 42.02425754 0.0017491847948911676 13.88814338388443 15.136370234394073 14.352408189439773 1.0 False False 0.3 0.7 1.5 0.02 8 3 6.000115800183266 8.029047872490729 3.7766074981458004 3.4832817873001094 2.12599479200122 0.620569931486127 -3.067753877816669 False 0.0544 Inputed -19.174380259616346 -19.379422281619032 """""" """""" """"""
-0.031522901871916954 0.40667675918109236 -27.235357502989757 18.913776020419352 6096.488183511066 227.6455445946614 51 29 29 73.77471070038155 35 True True 2020gam 199.01458333333332 32.2541 SNII 0.063 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 199.01458333333332 32.2541 TNS 2020gam ZTF20aauoktk 2020gam SNII 0.063 -0.03375786860870633 0.2211000202427229 0.025596031666331953 0.08779098871303148 0.2211000202427229 0.36698968008703403 4.304087656319734 4.304087656319734 69.47062304406181 69.47062304406181 58944.4445369998 58941.44740739977 18.553002002401406 18.553002002401406 18.698946904812786 3.0835038758230557 2.6013809303313513 5.0101254926809995 199.0145963195335 32.2554916581936 0.006287752189660933 17.654613814713656 18.046095206838846 17.759795991282463 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.6013809303313513 5.0101254926809995 199.0145963195335 32.2554916581936 0.006287752189660933 17.654613814713656 18.046095206838846 17.759795991282463 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 2.9971296000294387 5.0101254926809995 2.6013809303313513 0.28629921555638305 1.9259484200350596 -0.5069067955625606 -0.9391509135303231 False 0.063 Inputed -18.56399290299119 -18.709937805402568 """""" """""" """"""
-0.2196461273902468 0.16407916331776154 -8.905335717485396 17.31321782613974 4891.625041507634 129.91450690499656 96 77 77 74.94530099956319 37 True True 2019hbb 351.304375 9.4531309999999 SNIa 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 351.304375 9.4531309999999 TNS 2019hbb ZTF19aaycomi 2019hbb SNIa 0.03 0.21063511756373288 0.7793368230553313 0.336890176653867 0.47333591420621346 0.7793368230553313 1.1342121167225514 13.358336994865686 13.358336994865686 61.5869640046975 61.5869640046975 58655.478460600134 58641.44350690022 16.722303887281836 16.722303887281836 16.854512457771335 8.912823752654374 2.2620340261593554 2.496591559353248 351.3039886631535 9.453710404238855 0.0014397162421031506 16.592895743863583 17.607438387117384 16.89915801513791 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.2620340261593554 2.496591559353248 351.3039886631535 9.453710404238855 0.0014397162421031506 16.592895743863583 17.607438387117384 16.89915801513791 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 14.034953699912876 2.496591559353248 2.2620340261593554 0.7082803719794732 1.1036931940374661 0.8851344998355479 0.04464555736657516 False 0.03 Inputed -18.780284995853993 -18.912493566343493 """""" """""" """"""
-0.10669731417519668 0.3714660831847422 -13.18276809631679 19.091087915328725 6264.522283984452 223.8024226612292 12 9 9 26.94292820012197 102 True False 2019hcf 296.38587791666 -15.51595761111 SNIa 0.081 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 296.38587791666 -15.51595761111 TNS 2019hcf ZTF19aaxnlps 2019hcf SNIa 0.081 -0.14440818102878694 0.09206908451740503 -0.08950461203504645 -0.03185704143430712 0.09206908451740503 0.2281905752143345 -0.9026784374117298 -0.9026784374117298 27.8456066375337 27.8456066375337 58642.39743060013 58639.39871530002 18.755279475094458 18.755279475094458 18.799637299106937 3.6776701138847274 3.3867655762825715 10.417675894932897 296.38358206 -15.51782318 0.0023002476797389093 14.90055325937271 15.693793925189972 15.198771743011475 1.0 """""" """""" """""" """""" 2 False True all False False 0 0.9035868319757796 9.779086976751381 296.38611264 -15.51325063 0.012382632151730077 17.708833314180374 18.990724120044707 18.11409329891205 0.0 False False 0.3 0.7 1.5 0.02 8 3 2.9987153001129627 10.417675894932897 3.3867655762825715 0.4950221821784968 3.075995565765638 -3.0614855499044857 -3.600865556095462 False 0.081 Inputed -19.017746059542382 -19.06210388355486 """""" """""" """"""
-0.1923183748473274 0.19570484100929586 -7.363406095223689 16.698057888527714 5431.002886523356 103.19765235171708 55 37 37 64.96899300022051 103 True True 2020lsc 243.51562499999997 14.28263888888889 SNIa 0.037 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 243.51562499999997 14.28263888888889 TNS 2020lsc ZTF20abdzrxo 2020lsc SNIa 0.037 0.05833042954110823 0.7325785645269711 0.20294014670478688 0.36272139297808437 0.7325785645269711 1.1786104541384006 13.19207203806133 13.19207203806133 51.77692096215918 51.77692096215918 59017.301145799924 59005.22716439981 16.191660776894643 16.191660776894643 16.305694404566964 15.244266668882158 2.220537388949099 7.547575552919234 243.51354882701952 14.2820495130847 0.0003026394943913546 13.15102355195284 13.65895951101303 13.576855109083652 0.9888888888888889 """""" """""" """""" """""" 4 False True all False False 0 0.7 2.0852592374895087 243.51536479158 14.2831603581067 0.04890388106453547 23.163189781708716 21.541295695199967 24.657776179819106 0.225 False False 0.3 0.7 1.5 0.02 8 3 12.073981400113553 7.547575552919234 2.220537388949099 0.08210440192937796 3.3989860249510286 -2.532701265881613 -2.7288392954833114 False 0.037 Inputed -19.78823879468415 -19.90227242235647 """""" """""" """"""
-0.24870230555640865 0.17349812266959067 -9.216599083826347 16.76285735507167 4171.331256371947 287.5809295294473 38 18 18 64.00369210029021 68 True True 2018kbh 224.28879208333 52.347631 SNIa 0.02586 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 224.28879208333 52.347631 TNS 2018kbh ZTF18acyarki 2018kbh SNIa 0.02586 0.4168395838772234 0.6830248471377267 0.4800062749813705 0.5453852935405159 0.6830248471377267 0.8302687009139476 7.803408008583558 7.803408008583558 56.20028409170665 56.20028409170665 58472.48878470017 58462.51168979984 16.550083349724932 16.550083349724932 17.001183346867162 13.90211878155754 4.71915703195389 18.626831959588205 224.296861789435 52.346059265433354 0.001673879952856172 13.115578262195587 14.436193104878665 13.598717904645206 0.8350000000000002 """""" """""" """""" """""" 8 False True all False False 0 0.9997199025515229 10.445247278341547 224.29257529 52.34938535 0.05855577275858159 19.608242537963392 20.704299298369886 19.99577420131564 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.977094900328666 18.626831959588205 4.71915703195389 0.8374752002334596 3.947067629549947 -2.1138902448462673 -3.4024654422219562 False 0.02586 Inputed -18.30891186850831 -18.76001186565054 """""" """""" """"""
-0.18104143356676444 0.26885921970271814 -6.877750959030717 18.722496642679808 5095.446233244801 118.13640897492924 45 23 23 35.931840300094336 57 True True 2021orm 239.18371666666664 25.674052777777778 SNIa 0.07408 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 239.18371666666664 25.674052777777778 TNS 2021orm ZTF21abcwsho 2021orm SNIa 0.07408 0.13208264884931253 0.7359932651121319 0.2643627463281035 0.4085639038853053 0.7359932651121319 1.1215919806815364 11.432924383506066 11.432924383506066 24.49891591658827 24.49891591658827 59378.34988430003 59367.2948264 18.35943806754395 18.35943806754395 18.422053470526173 1.4607013295417863 1.4163499695577357 1.4920428853986358 239.1832659709295 25.673970464451948 0.0003718367926720534 16.070523840723038 17.330395849843026 16.478187359025476 0.97 """""" """""" """""" """""" 0 False True all False False 0 1.4163499695577357 1.4920428853986358 239.1832659709295 25.673970464451948 0.0003718367926720534 16.070523840723038 17.330395849843026 16.478187359025476 0.97 False False 0.3 0.7 1.5 0.02 8 3 11.05505790002644 1.4920428853986358 1.4163499695577357 0.8522084908175493 1.0534422405957589 -1.0290422177009262 -1.9438661115006965 False 0.07408 Inputed -19.198103631941 -19.26071903492322 """""" """""" """"""
-0.12466364680604836 0.3194485439430712 -10.263865689175674 18.56050175665239 5016.622338974448 215.1965066959537 23 13 13 49.85288200015202 41 True True 2018iyw 31.990832916666 -6.093419 SNIa 0.065 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 31.990832916666 -6.093419 TNS 2018iyw ZTF18acpscso 2018iyw SNIa 0.065 0.13967925387984792 0.44745121469770766 0.2112414611029223 0.2863055849967395 0.44745121469770766 0.6241916373300072 13.823267629649651 13.823267629649651 36.02961437050237 36.02961437050237 58456.190543999895 58441.25731479982 18.267245896959825 18.500185343615765 18.267245896959825 1.662079022374985 3.3391361047284875 7.9966184487657825 31.992830702781 -6.092425062120385 0.002486993454714481 15.46722507244706 16.324528238420488 15.798026190630196 1.0 """""" """""" """""" """""" 1 False True all False False 0 1.5677652371160764 2.577700508326954 31.991493655971702 -6.093703673554165 0.0029415320826661207 18.16951117047787 18.659626246101855 18.426572019491196 0.9357142857142857 False False 0.3 0.7 1.5 0.02 8 3 14.933229200076312 7.9966184487657825 3.3391361047284875 0.5265020477902915 2.3948165627157043 -2.1756571051952776 -2.4692197063296284 False 0.065 Inputed -19.06454661200158 -18.831607165345638 """""" """""" """"""
-0.1611703229858118 0.3109541792057926 -6.829961982825821 18.398269919075602 6189.327472768206 184.11062751172435 25 16 16 40.992893600370735 101 True True 2020inz 169.58927916666664 42.30404444444444 SNIa 0.07045 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 169.58927916666664 42.30404444444444 TNS 2020inz ZTF20aaxahpk 2020inz SNIa 0.07045 -0.15601049667065325 0.13456670411316551 -0.08962767272359784 -0.019190390637387367 0.13456670411316551 0.30675114894521016 12.421136477975143 12.421136477975143 28.571757122395592 28.571757122395592 58980.1957291998 58968.19230319979 17.87598547986962 17.87598547986962 18.155026103631872 1.3438991637136002 3.8781817311342137 4.137993196344927 169.587808565415 42.303672602217304 0.0019500734148772958 15.593830344603656 16.33980664902687 15.858515671695471 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.8781817311342137 4.137993196344927 169.587808565415 42.303672602217304 0.0019500734148772958 15.593830344603656 16.33980664902687 15.858515671695471 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 12.003426000010222 4.137993196344927 3.8781817311342137 0.4812909773313976 1.06699311255193 -1.5361788308427506 -2.296510431936401 False 0.07045 Inputed -19.35427362858991 -19.633314252352164 """""" """""" """"""
-0.10432951824317417 0.34252036807108743 -6.013155978050035 19.234484075873393 5381.527606435523 66.74077983733736 46 33 33 45.95715280016884 41 True True 2021hwp 226.4231833333333 31.993694444444447 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 226.4231833333333 31.993694444444447 TNS 2021hwp ZTF21aasbkrl 2021hwp SNIa 0.09 0.09847096749225415 1.2965565973115396 0.3351203969010541 0.6103870129235425 1.2965565973115396 2.2044767326823553 20.194770839155414 20.194770839155414 25.76238196101343 25.76238196101343 59323.30123839993 59307.36292820005 18.89444309102044 18.89444309102044 18.97951502049209 0.8763643820902042 1.6011014279759672 2.0961546054962343 226.423274592849 31.9942715426574 0.0071941267360443595 19.504082931591867 20.175269402821066 19.754862088308336 0.9277777777777777 """""" """""" """""" """""" 0 False True all False False 0 1.6011014279759672 2.0961546054962343 226.423274592849 31.9942715426574 0.0071941267360443595 19.504082931591867 20.175269402821066 19.754862088308336 0.9277777777777777 False False 0.3 0.7 1.5 0.02 8 3 15.938310199882835 2.0961546054962343 1.6011014279759672 0.4204073145127296 1.3091953881685614 1.2808263118006238 0.7753470678162451 False 0.09 Inputed -19.070869624687145 -19.155941554158794 """""" """""" """"""
-0.16124884467610495 0.3318923966478201 -7.234129958353128 19.24813633313376 6305.556163367895 195.36168427154496 19 7 7 29.895000000018626 70 True True 2019vki 8.453499999999998 -0.14173055555555555 SNIa 0.116 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 8.453499999999998 -0.14173055555555555 TNS 2019vki ZTF19acthucv 2019vki SNIa 0.116 -0.17792663102058626 0.08860897807082324 -0.11674888733809752 -0.052032983760796014 0.08860897807082324 0.24522768811462115 9.584831548591005 9.584831548591005 20.31016845142762 20.31016845142762 58811.16871530004 58801.18976850016 18.76961193954598 18.76961193954598 18.91306002234771 1.2405950798697731 0.9299076764563466 0.6289684131979897 8.453438923613755 -0.141894245771654 0.007907991952019966 21.386058134946822 22.176816237112284 21.582797121469973 0.875 """""" """""" """""" """""" 0 False True all False False 0 0.9299076764563466 0.6289684131979897 8.453438923613755 -0.141894245771654 0.007907991952019966 21.386058134946822 22.176816237112284 21.582797121469973 0.875 False False 0.3 0.7 1.5 0.02 8 3 9.978946799878031 0.6289684131979897 0.9299076764563466 0.5940191156423111 0.6763772674668481 3.4072042975663024 2.669737099122262 False 0.116 Inputed -19.70004420563036 -19.84349228843209 """""" """""" """"""
-0.011488428658535693 0.41424942658127006 3.8580850735846415 18.45743813876758 4618.3597453283255 146.38773975325523 47 37 37 73.94761569984257 33 True True 2019xfa 180.04549999999 11.989510999999 SNII 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 180.04549999999 11.989510999999 TNS 2019xfa ZTF19adavzew 2019xfa SNII 0.04 0.15276591827534958 0.6303664176044919 0.26012210312784845 0.37522564508174483 0.6303664176044919 0.9218518268456606 92.61217687165743 92.61217687165743 -18.664561171814853 -18.664561171814853 58846.5448264 58834.501574099995 18.307942970940708 18.307942970940708 18.36345423803917 1.5268974281039822 2.1496494670516375 2.233930800433733 180.045639094973 11.9901164360933 0.0028125171443305064 17.644519834156036 18.31762893581152 17.9055943573761 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.1496494670516375 2.233930800433733 180.045639094973 11.9901164360933 0.0028125171443305064 17.644519834156036 18.31762893581152 17.9055943573761 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.043252300005406 2.233930800433733 2.1496494670516375 0.4120345784354207 1.039207012433377 0.009685964870811858 -0.45785988066307226 False 0.04 Inputed -17.901350649442247 -17.95686191654071 """""" """""" """"""
-0.012786021038588558 0.32561535973817723 -17.386108156130298 19.913154328202918 4743.950206389176 238.83906392971957 22 9 9 63.87461810000241 30 True True 2018klc 11.55236375 -9.009889888888 SNII 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 11.55236375 -9.009889888888 TNS 2018klc ZTF18abvejqt 2018klc SNII 0.05 0.2666562828570562 0.5646857754300498 0.33654318422411933 0.40944406939341604 0.5646857754300498 0.7332173782434204 128.16533959016382 128.16533959016382 -64.29072149016142 -64.29072149016142 58431.191400500014 58373.39504629979 19.621099303590352 19.752979310840765 19.621099303590352 2.903873167911486 0.8007889920161555 0.44578620459637447 11.552348418001749 -9.010012789011745 0.006826843997903453 21.629646488626 22.08245781453609 21.773838131655452 0.3687500000000001 """""" """""" """""" """""" 0 False True all False False 0 0.8007889920161555 0.44578620459637447 11.552348418001749 -9.010012789011745 0.006826843997903453 21.629646488626 22.08245781453609 21.773838131655452 0.3687500000000001 False False 0.3 0.7 1.5 0.02 8 3 57.79635420022532 0.44578620459637447 0.8007889920161555 0.30861968288063935 0.5566837319704077 2.329478503695327 2.1527388280651003 False 0.05 Inputed -17.133439327584924 -17.00155932033451 """""" """""" """"""
-0.015103242934321779 0.32670313741547075 -5.771029543705895 18.482456196947076 4964.054328127303 358.2895321217559 146 44 44 73.8656712998636 59 True True 2020usa 336.556625 -2.2685305555555555 SLSN-II 0.263 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 336.556625 -2.2685305555555555 TNS 2020usa ZTF20acbcfaa 2020usa SLSN-II 0.263 0.1083757382395838 0.2824220685972456 0.15002247248057543 0.1928947022101717 0.2824220685972456 0.37717631361651627 142.16504914700067 142.16504914700067 -68.29937784713707 -68.29937784713707 59181.16524309991 59107.299571800046 18.460590307694957 18.460590307694957 18.495737434548982 1.2542564329276626 0.5338751101157696 0.04676697753019015 336.55661227385247 -2.268527898393515 0.0003691409887234265 18.94872880405903 20.35036539861202 19.33888188359976 0.95 """""" """""" """""" """""" 0 False True all False False 0 0.5338751101157696 0.04676697753019015 336.55661227385247 -2.268527898393515 0.0003691409887234265 18.94872880405903 20.35036539861202 19.33888188359976 0.95 False False 0.3 0.7 1.5 0.02 8 3 73.8656712998636 0.04676697753019015 0.5338751101157696 1.0114835150122587 0.08759909694993805 1.8897750909170625 0.8431444490507793 False 0.263 Inputed -21.947448164492783 -21.98259529134681 """""" """""" """"""
-0.09445976762016259 0.3257049532299545 -25.79035500155701 18.691272371175415 5601.048381816237 169.91090069599872 14 13 13 53.951342599932104 42 True True 2018iuc 181.84696375 9.0842276111111 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 181.84696375 9.0842276111111 TNS 2018iuc ZTF18acpeesd 2018iuc SNIa 0.09 0.13053176326775429 0.5280436596995415 0.2211792734701703 0.3174715592856252 0.5280436596995415 0.7644970921442145 -13.9147873696906 -13.9147873696906 67.8661299696227 67.8661299696227 58439.52375000017 58439.52375000017 18.664014165140326 18.664014165140326 18.674435341094423 3.0604521823129267 1.8711856570294776 1.1867851042726936 181.84681071036 9.083934626339405 0.002062266297145343 17.789281596416235 18.40331890631437 18.063617484405636 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.8711856570294776 1.1867851042726936 181.84681071036 9.083934626339405 0.002062266297145343 17.789281596416235 18.40331890631437 18.063617484405636 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 1.1867851042726936 1.8711856570294776 0.3397014219087353 0.6342423050402837 -0.26069525882595457 -0.6108178566887865 False 0.09 Inputed -19.375949304084813 -19.38637048003891 """""" """""" """"""
-0.11554996550911256 0.37396876501624876 -25.72804712424699 17.937221029258517 4947.218225009397 237.33430006044307 23 18 18 56.85649299994111 57 True True 2020ewb 247.00091666666663 19.522069444444444 SNIa 0.086 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 247.00091666666663 19.522069444444444 TNS 2020ewb ZTF20aattqye 2020ewb SNIa 0.086 0.2563219421208629 0.5545071920826814 0.32621017829382026 0.3991365506219111 0.5545071920826814 0.7232814282196713 -14.225836272795625 -14.225836272795625 71.08232927273673 71.08232927273673 58939.432141200174 58936.44211809989 18.013882274383413 18.186006349517115 18.013882274383413 2.739615883580579 1.0462026033846175 0.37004010263700043 247.00083014915901 19.52200686523455 0.002163561244410861 19.468341962013245 19.967949213266373 19.66639399842739 0.9416666666666668 """""" """""" """""" """""" 0 False True all False False 0 1.0462026033846175 0.37004010263700043 247.00083014915901 19.52200686523455 0.002163561244410861 19.468341962013245 19.967949213266373 19.66639399842739 0.9416666666666668 False False 0.3 0.7 1.5 0.02 8 3 2.990023100282997 0.37004010263700043 1.0462026033846175 0.30155521483898085 0.3536983194649554 1.7819428637492578 1.652511724043979 False 0.086 Inputed -19.93592116526715 -19.763797090133448 """""" """""" """"""
-0.15970522165704842 0.4115769725400567 -3.6609592159541093 18.832641826795598 4910.979602344916 67.96891040201069 26 12 12 22.979618000332266 54 True True 2021dnh 122.39630833333334 41.97731944444445 SNIa 0.06195 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 122.39630833333334 41.97731944444445 TNS 2021dnh ZTF21aaikpnj 2021dnh SNIa 0.06195 0.18153637494253871 1.4158575697881943 0.427047396063692 0.7113296651444685 1.4158575697881943 2.3420482953512973 10.881226146262362 10.881226146262362 12.098391854069904 12.098391854069904 59262.21962960018 59253.23618059978 18.684079495136704 18.791637214379413 18.684079495136704 1.1685440910935727 3.982535064670595 3.996914159076584 122.395062459524 41.9767072197264 0.001187812112539488 14.905055907845497 16.06379088905573 15.32456777118206 1.0 """""" """""" """""" """""" 1 True True all False False 0 3.6012938915331745 0.49260085615737587 122.3962715509535 41.97718537092085 0.0010648565496986784 15.315449703422786 17.52813945373535 15.825951161754132 0.93 False False 0.3 0.7 1.5 0.02 8 3 8.98344900039956 3.996914159076584 3.982535064670595 0.7392231178736708 1.0036105380549056 -2.727846325323682 -3.3595117239546433 False 0.06195 Inputed -18.5418430795567 -18.43428536031399 """""" """""" """"""
-0.22568822199025687 0.4253062604772587 -1.7709581860571604 13.923020010291145 4570.075983719603 51.65926030266492 24 6 6 5.001932799816132 592 True True 2021qvv 187.01216666666667 9.802850000000001 SNIa 0.001825 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 187.01216666666667 9.802850000000001 TNS 2021qvv ZTF21abibafp 2021qvv SNIa 0.001825 0.2647418221242077 2.145806064918034 0.6134249111967431 1.0346689706666865 2.145806064918034 3.7234679625615215 6.9576881074717845 6.9576881074717845 -1.9557553076556529 -1.9557553076556529 59396.18781250017 59391.24733800022 13.729108575385315 14.073615473438311 13.729108575385315 9.482596842078763 9.90547746637256 14.602918345512515 187.016185048733 9.80373024658575 0.0001731667132660597 9.69639534614539 11.017221656028033 10.194822945516705 0.2899999999999999 """""" """""" """""" """""" 57 False True all False False 0 1.7350569813284094 5.3967304047536695 187.01067426 9.8031408 0.00567280684462057 17.83051431618929 13.096031013476848 11.844555547106266 1.0 False False 0.3 0.7 1.5 0.02 8 3 4.940474499948323 14.602918345512515 9.90547746637256 0.8223987105113277 1.4742265978684 -3.056393817410278 -3.5342856298686094 False 0.001825 Inputed -15.810703554327391 -15.466196656274395 """""" """""" """"""
-0.09903729342024499 0.34810036334516575 -5.962115466884745 19.242827257875653 3511.7107041802014 188.26974418826032 36 16 16 36.840902800206095 61 True False 2020aceh 113.93256249999997 11.264958333333333 SNIIb 0.040788 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 113.93256249999997 11.264958333333333 TNS 2020aceh ZTF20acwnqcy 2020aceh SNIIb 0.040788 0.7509446155609041 1.2485003487460133 0.866070234933062 0.9871939179476641 1.2485003487460133 1.5371308947110194 15.630352869263696 15.630352869263696 21.2105499309424 21.2105499309424 59204.38745369995 59193.45020829979 18.88997047224199 19.68079359955376 18.88997047224199 0.41689109058162566 3.900491979600761 2.581498648543328 113.93186073 11.26515963 0.002868281485959745 16.27998782746792 20.712318326044084 16.420362355411054 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 0.9568578074438002 113.93229406 11.26492178 0.005476833293065364 21.28659484591484 16.758231222999097 21.248871780395508 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.937245400156826 2.581498648543328 3.900491979600761 4.29195597063303 0.6618392402918258 1.031524726490325 -2.469608116830937 False 0.040788 Inputed -17.417609673501893 -16.626786546190125 """""" """""" """"""
-0.0963426614475254 0.18771095450909767 -35.819793243200834 18.201092208617645 4095.8341899575416 275.5813159349593 55 15 15 71.93847229983658 33 True True 2019sxl 172.32036833333 51.525179111111 SNII 0.03286 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 172.32036833333 51.525179111111 TNS 2019sxl ZTF19aceckmm 2019sxl SNII 0.03286 0.6366757201771307 0.948590002557026 0.7106132115279706 0.787192690180067 0.948590002557026 1.1215211651802832 -7.4551527673840425 -7.4551527673840425 79.39362506722063 79.39362506722063 58776.50842589978 58765.50734949997 18.080559414768246 18.13616587486704 18.080559414768246 3.796731884325452 4.46337181824086 10.021669566904055 172.3171825468335 51.52322446897155 0.0017510506582406604 14.338471405840814 15.34961280836165 14.645512863790394 0.9800000000000001 """""" """""" """""" """""" 2 False True all False False 0 0.7 2.0699329100027084 172.320065039515 51.525722246555205 0.08107992387686025 23.864299014577867 21.88588816693842 21.87215621695876 0.16250000000000003 False False 0.3 0.7 1.5 0.02 8 3 11.001076399814337 10.021669566904055 4.46337181824086 0.7040999445712561 2.2453136272330267 -2.7865530665053893 -3.4350465509778516 False 0.03286 Inputed -17.753502722829886 -17.697896262731092 """""" """""" """"""
-0.1519322836120219 0.3409090860395105 -12.020602450670722 18.987064595560422 4619.218964860884 215.1458799885529 52 12 12 20.987094899639487 43 True True 2021aqy 232.44056249999997 13.802155555555556 SNIa 0.087762 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 232.44056249999997 13.802155555555556 TNS 2021aqy ZTF21aafnabs 2021aqy SNIa 0.087762 0.28262061399746585 0.6198452140573103 0.3611551191305793 0.44344515460043255 0.6198452140573103 0.8129907779885741 12.062059036562063 12.062059036562063 8.925035863077424 8.925035863077424 59248.53901620023 59231.53937500017 18.825720623841793 19.04831016394595 18.825720623841793 2.299035837914457 1.8676628263555655 5.719469944912013 232.4399508682805 13.803629088950899 0.0008097941698929079 15.100421483438016 16.03600335007429 15.447792469894885 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.8676628263555655 5.719469944912013 232.4399508682805 13.803629088950899 0.0008097941698929079 15.100421483438016 16.03600335007429 15.447792469894885 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 16.999641200061888 5.719469944912013 1.8676628263555655 0.5882108801794033 3.0623675024215213 -3.0123068138716604 -3.3779281539469075 False 0.087762 Inputed -19.168945187452366 -18.94635564734821 """""" """""" """"""
-0.14117714576054974 0.4259824749509034 -8.906920412539954 18.794438003499113 5406.951911572394 197.10406163592268 31 20 20 47.96862269984558 49 True True 2019fci 201.95508624999 27.729511388888 SNII 0.0433 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 201.95508624999 27.729511388888 TNS 2019fci ZTF19aauisdr 2019fci SNII 0.0433 0.02787888750021139 0.3410645353416477 0.10009723074055543 0.17626219632646212 0.3410645353416477 0.5236130988136125 13.101355373754664 13.101355373754664 34.86726732609092 34.86726732609092 58628.210266199894 58612.24657410011 18.599104030131986 18.599104030131986 18.63351810687633 0.9397368530275609 1.6944072351976522 4.9279608830444825 201.955594386195 27.73080426492245 0.0027830775801130914 17.076378743464353 17.595857268867196 17.360502518077197 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7263500862058084 1.2824880550798767 201.954854432544 27.7292201725711 0.004094431323650283 20.55163910588503 20.49994544471383 20.667560256724954 0.22999999999999998 False False 0.3 0.7 1.5 0.02 8 3 15.963692099787295 4.9279608830444825 1.6944072351976522 0.23535475078999823 2.9083686499188235 -1.0032467612647906 -1.273015588799133 False 0.0433 Inputed -17.805151174906765 -17.83956525165111 """""" """""" """"""
-0.1448072035713584 0.3682405696207213 -9.688036893616616 17.354725250832054 5213.738193537364 209.13711314310433 25 13 13 18.022499999962747 42 True True 2021cjf 37.96529999999999 2.0502527777777777 SNIa 0.040508 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 37.96529999999999 2.0502527777777777 TNS 2021cjf ZTF21aaiimkv 2021cjf SNIa 0.040508 0.08091778071904088 0.3858249276081551 0.15160924695842581 0.22590064669994092 0.3858249276081551 0.5618273031631453 15.203675824237308 15.203675824237308 2.818824175725438 2.818824175725438 59271.14468749985 59253.15193289984 17.122744306615264 17.161967111421205 17.122744306615264 2.3018118118733586 5.313376993025772 2.4500920201316148 37.9659765224191 2.0503308411755548 0.0012644883222150405 14.45598417146504 15.366309653440714 14.752474505710602 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 5.313376993025772 2.4500920201316148 37.9659765224191 2.0503308411755548 0.0012644883222150405 14.45598417146504 15.366309653440714 14.752474505710602 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 17.992754600010812 2.4500920201316148 5.313376993025772 0.6138351477301125 0.46111767024014194 -1.7956574579804911 -2.370269800904662 False 0.040508 Inputed -19.169731076194925 -19.130508271388983 """""" """""" """"""
-0.05795558045662633 0.8040228633785286 3.672241412980532 18.49841929192379 5488.372133317454 94.47449303103556 111 89 89 63.89696760009974 52 True True 2021ckb 153.93696249999996 43.09694722222223 SNII 0.070265 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 153.93696249999996 43.09694722222223 TNS 2021ckb ZTF21aaizyqc 2021ckb SNII 0.070265 -0.10225791879974011 0.5617751164584988 0.03739540782729733 0.19365899958775046 0.5617751164584988 1.0149310868579136 27.438687187809272 27.438687187809272 36.45828041229047 36.45828041229047 59272.393622700125 59252.39087959984 18.323651007897485 18.323651007897485 18.540820386784105 0.9824373441007381 2.9673767453019777 4.518867326030459 153.938191257576 43.0978250643459 0.002711497586098899 16.460545195080044 17.038055584694742 16.65356141659558 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.9673767453019777 4.518867326030459 153.938191257576 43.0978250643459 0.002711497586098899 16.460545195080044 17.038055584694742 16.65356141659558 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 20.002743100281805 4.518867326030459 2.9673767453019777 0.38449416809916315 1.5228492078684779 -1.285595423202743 -1.887258970188526 False 0.070265 Inputed -18.96267961059926 -19.17984898948588 """""" """""" """"""
-0.1598423163930065 0.24172947367929007 -6.965113950566982 17.482354071939884 4107.043444139261 286.23092290353935 66 60 60 70.96437499998137 33 True True 2020acdl 218.05179999999996 0.22383611111111112 SNIa 0.035546 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 218.05179999999996 0.22383611111111112 TNS 2020acdl ZTF20acwfcfs 2020acdl SNIa 0.035546 0.4308498725388965 0.7004397864758971 0.4948141938129069 0.5610256267296201 0.7004397864758971 0.849614315589168 12.920532843195275 12.920532843195275 58.0438421567861 58.0438421567861 59203.55805560015 59192.555763899814 17.000499467185577 17.69928085898993 17.000499467185577 2.049453556571465 3.760185975106627 3.130947499334656 218.05116847460602 0.2232381369275075 0.0036623893995946233 16.62497597223878 17.120273099257943 16.813666158653497 0.985 """""" """""" """""" """""" 0 False True all False False 0 3.760185975106627 3.130947499334656 218.05116847460602 0.2232381369275075 0.0036623893995946233 16.62497597223878 17.120273099257943 16.813666158653497 0.985 False False 0.3 0.7 1.5 0.02 8 3 11.002291700337082 3.130947499334656 3.760185975106627 0.30660694060444627 0.832657618549272 -0.5790077597319865 -0.1868333085320799 False 0.035546 Inputed -19.005608618428944 -18.30682722662459 """""" """""" """"""
-0.15852469975771458 0.2524358865680847 -6.837424877318192 18.77015546223656 5624.416499948162 120.35001998122205 33 27 27 61.79372680000961 81 True False 2020iab 290.39237499999996 46.96228055555556 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 290.39237499999996 46.96228055555556 TNS 2020iab ZTF20aavtdxj 2020iab SNIa 0.09 -0.010084723883647229 0.5238936961949925 0.1067623808470124 0.2342342549736287 0.5238936961949925 0.8650956425247287 10.825803925081257 10.825803925081257 50.96792287492835 50.96792287492835 58971.44586810004 58962.46644680016 18.250754104971026 18.250754104971026 18.428383125338684 2.3491480663373627 1.4398100945196413 0.83035983003963 290.39257379 46.96209402 0.006057157027110516 19.920630885791777 20.37448879776001 20.330736551880836 0.9875 """""" """""" """""" """""" 0 False True all False False 0 1.4398100945196413 0.83035983003963 290.39257379 46.96209402 0.006057157027110516 19.920630885791777 20.37448879776001 20.330736551880836 0.9875 False False 0.3 0.7 1.5 0.02 8 3 8.979421299882233 0.83035983003963 1.4398100945196413 0.04375224587917259 0.5767148273235715 2.1237346927889824 1.9023534265421524 False 0.09 Inputed -19.622001519840552 -19.79963054020821 """""" """""" """"""
-0.17574147413413446 0.3976586172896827 -9.923644911193538 18.314793202436842 4145.543263175054 99.81042510974649 20 8 8 17.99718749988824 53 True True 2019dld 101.66430291666 45.647756 SNIc 0.018 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 101.66430291666 45.647756 TNS 2019dld ZTF19aapceyj 2019dld SNIc 0.018 0.5531119760228762 1.4915186430967857 0.7552085452669175 0.9778012401238207 1.4915186430967857 2.1100775547365593 9.28381281133574 9.28381281133574 8.713374688552502 8.713374688552502 58598.163611100055 58584.20341440011 18.288249221037997 18.463196882386235 18.288249221037997 7.954015143407808 3.832386976350947 4.947954161730805 101.6637081213655 45.6490660286938 0.002366046113954856 15.751006311349869 16.51392868309975 15.93267651945591 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.832386976350947 4.947954161730805 101.6637081213655 45.6490660286938 0.002366046113954856 15.751006311349869 16.51392868309975 15.93267651945591 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.960196699947119 4.947954161730805 3.832386976350947 0.581252163643839 1.2910893895276878 -1.949268199286486 -2.355572701582087 False 0.018 Inputed -16.230752670227208 -16.05580500887897 """""" """""" """"""
-0.09918185525011775 0.17035161463433185 -21.383861838035802 17.836914190815385 4857.266650041535 230.15180758790927 44 26 26 69.81179399974644 63 True False 2021aek 179.9500833333333 -21.386969444444443 SNII 0.022 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 179.9500833333333 -21.386969444444443 TNS 2021aek ZTF21aaeoqxf 2021aek SNII 0.022 0.2609672919176518 0.5701665015198394 0.333294333189297 0.40886246319429986 0.5701665015198394 0.7458148768683301 19.420034970726622 19.420034970726622 50.39175902901982 50.39175902901982 59250.41884260019 59227.4598495001 17.391730868483744 17.4834709694714 17.391730868483744 4.733151244445149 4.222032366721438 6.24265946895081 179.95089399 -21.38853061 0.0011948155474635902 14.480820930886269 14.987098766851425 14.59724345111847 0.99 """""" """""" """""" """""" 1 False True all False False 0 1.371126742057321 5.01398976232695 179.94865692 -21.38738866 0.008126753030190725 18.60985064380169 19.580753200793268 15.241083311724664 1.0 False False 0.3 0.7 1.5 0.02 8 3 22.95899310009554 6.24265946895081 4.222032366721438 0.3898553157329552 1.478591097064105 -2.496372202619977 -2.794487417365275 False 0.022 Inputed -17.56522733994398 -17.473487238956324 """""" """""" """"""
-0.15682359760127637 0.2863933224625952 -6.568412465689853 18.049547639907935 5864.246933537212 128.68312770294557 29 17 17 51.873229099903256 164 True False 2020lim 297.64449999999994 2.0169194444444445 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 297.64449999999994 2.0169194444444445 TNS 2020lim ZTF20abcwuwg 2020lim SNIa 0.06 -0.07239942474742023 0.39765619495763005 0.03117527759689409 0.14367020922945528 0.39765619495763005 0.6943665533003482 13.444518865793087 13.444518865793087 38.42871023411017 38.42871023411017 59010.46097220015 58998.42126160022 17.566102289198803 17.566102289198803 17.750195414036746 1.5736065758689506 3.405553673918227 1.0273278586326158 297.64467878 2.01669693 0.0010438026268764222 15.412787672710419 16.124232981300356 15.683578813552856 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.405553673918227 1.0273278586326158 297.64467878 2.01669693 0.0010438026268764222 15.412787672710419 16.124232981300356 15.683578813552856 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.039710599929094 1.0273278586326158 3.405553673918227 0.44065416774749977 0.30166250689293456 -1.4418693078984468 -2.06661660048389 False 0.06 Inputed -19.405305567161054 -19.589398691998998 """""" """""" """"""
-0.1418043867537018 0.2371691062436871 -14.54706605011444 19.183795458456945 5106.60674923054 147.79117639301398 29 19 19 53.93168979976326 37 True True 2020pf 186.51957499999997 12.459925 SNIa 0.095 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 186.51957499999997 12.459925 TNS 2020pf ZTF20aadxvfj 2020pf SNIa 0.095 0.19007611318269113 0.6741234726395007 0.299059117652245 0.41578177749402556 0.6741234726395007 0.9687373548793587 16.560333429750543 16.560333429750543 37.37135637001272 37.37135637001272 58871.5008911998 58850.54114580015 18.820390980451844 19.076999081288985 18.820390980451844 1.0331621638757378 0.651849419454174 0.7230190598043013 186.5193892076455 12.459838836043051 0.0019075990361316908 20.235338418390153 20.658518579200507 20.436509528707266 0.8100000000000002 """""" """""" """""" """""" 0 False True all False False 0 0.651849419454174 0.7230190598043013 186.5193892076455 12.459838836043051 0.0019075990361316908 20.235338418390153 20.658518579200507 20.436509528707266 0.8100000000000002 False False 0.3 0.7 1.5 0.02 8 3 20.95974539965391 0.7230190598043013 0.651849419454174 0.2220090504932415 1.109181105675788 1.581519497911522 1.6161185482554217 False 0.095 Inputed -19.349698752693417 -19.093090651856276 """""" """""" """"""
-0.15523203367727018 0.2307870199422809 -11.326355676179498 19.153406240701415 6014.133265953691 95.42228379158408 42 27 27 66.85083330003545 57 True True 2019mfn 5.8004999999999 25.305531 SNIa 0.108 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 5.8004999999999 25.305531 TNS 2019mfn ZTF19abjarhj 2019mfn SNIa 0.108 -0.016939850585487193 0.6848053136967209 0.13135131023726743 0.29676345956503525 0.6848053136967209 1.1603627811212647 14.103100279511233 14.103100279511233 52.747733020524215 52.747733020524215 58706.4586920999 58690.47483799979 18.63229686806535 18.63229686806535 18.708759789689672 1.772793291293123 0.7 0.453719195426874 5.8006392417746 25.3055247959224 0.023673404787690644 23.598187668442726 24.163924161171913 24.00162425679922 0.5 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.453719195426874 5.8006392417746 25.3055247959224 0.023673404787690644 23.598187668442726 24.163924161171913 24.00162425679922 0.5 False False 0.3 0.7 1.5 0.02 8 3 15.983854100108147 0.453719195426874 0.7 0.16229990437269137 0.6481702791812486 5.531627293106563 5.292864467109549 False 0.108 Inputed -19.745673644791566 -19.82213656641589 """""" """""" """"""
-0.12920713729564443 0.27063785986876165 -20.0120326137623 18.35983618106048 5125.288927155333 161.6989038589819 33 22 22 62.73739580018446 40 True True 2019sna 349.73545791666 -10.176431 SNII 0.048 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 349.73545791666 -10.176431 TNS 2019sna ZTF19aceshib 2019sna SNII 0.048 0.22417620697213891 0.6708661183533096 0.3257088291978327 0.43378575901606453 0.6708661183533096 0.9382032636156161 16.06745891115402 16.06745891115402 46.66993688903044 46.66993688903044 58796.297546300106 58770.33339119982 17.99655853749987 18.001511755249147 17.99655853749987 4.228636792262292 3.968779145534329 2.9267686548075975 349.7353338284045 -10.1772347646684 0.0035630475814034668 16.489213104707005 17.210141429953573 16.705517300914526 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.968779145534329 2.9267686548075975 349.7353338284045 -10.1772347646684 0.0035630475814034668 16.489213104707005 17.210141429953573 16.705517300914526 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 25.964155100286007 2.9267686548075975 3.968779145534329 0.5046241290390476 0.7374481036821608 -0.7913703252955742 -1.2910412365853432 False 0.048 Inputed -18.668309807519037 -18.66335658976976 """""" """""" """"""
-0.540644517481192 0.4952722107695574 -0.5020320102348637 18.576581521538806 5676.877783089847 230.45939040355157 28 10 10 9.051226899959147 86 True True 2021vgn 245.29379166666666 36.061211111111106 SNII 0.0323409997 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 245.29379166666666 36.061211111111106 TNS 2021vgn ZTF21abrgbex 2021vgn SNII 0.0323409997 -0.09315840901411576 0.14631592543167216 -0.03739158106598239 0.021047728949156408 0.14631592543167216 0.2834134330729654 2.858866324742095 2.858866324742095 6.192360575217052 6.192360575217052 59436.24828700023 59434.18703699997 18.24286264009015 18.24286264009015 18.408102538460792 10.397198913345841 4.92984656588994 26.940772231575544 245.2957597876985 36.0685235950711 0.00729604187780819 14.220746950669884 15.108232286874056 14.712878366407157 0.985 """""" """""" """""" """""" 24 False True all False False 0 1.412618082776529 1.4260093021754698 245.293740075479 36.061605023157696 0.0163443278275619 21.090452642048 22.238606719834806 22.31016405731082 0.9 False False 0.3 0.7 1.5 0.02 8 3 2.0612500002607703 26.940772231575544 4.92984656588994 0.3953539204668992 5.464829761230545 -3.1346303532160924 -3.695224172053635 False 0.0323409997 Inputed -17.39111158759222 -17.556351485962864 """""" """""" """"""
-0.151023618651956 0.3133491602844502 -5.543279915148686 19.349586368802264 5664.124111424331 199.71276976939322 21 13 13 22.00097220018506 23 True True 2018kyb 163.73062375 27.802443194444 SNIa 0.1181 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 163.73062375 27.802443194444 TNS 2018kyb ZTF18aczenvx 2018kyb SNIa 0.1181 -0.05769780855666795 0.2310583785991156 0.008860423999514921 0.07907519266592544 0.2310583785991156 0.39946771346216536 12.124780273260802 12.124780273260802 9.876191926924259 9.876191926924259 58482.50439810008 58472.520150499884 18.886076185694964 18.886076185694964 19.103092868077248 0.6494587565793494 0.9783194146800342 1.2407435173805235 163.730240832949 27.80237949689155 0.00023189829247716176 16.300378395099045 17.300614977965353 16.603046927912832 0.705 """""" """""" """""" """""" 0 False True all False False 0 0.9783194146800342 1.2407435173805235 163.730240832949 27.80237949689155 0.00023189829247716176 16.300378395099045 17.300614977965353 16.603046927912832 0.705 False False 0.3 0.7 1.5 0.02 8 3 9.984247600194067 1.2407435173805235 0.9783194146800342 0.6975680500525208 1.2682396963228177 -1.5854612077296117 -2.5000459401644157 False 0.1181 Inputed -19.549877608660694 -19.766894291042977 """""" """""" """"""
-0.06798283722736981 0.23562099233589923 -21.20854307490262 18.149976930429492 5503.213386237263 270.9489423863255 73 21 21 63.80942129995674 41 True False 2020sj 141.58279833333 -7.474990138888 SNIIn 0.077 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 141.58279833333 -7.474990138888 TNS 2020sj ZTF20aadtarr 2020sj SNIIn 0.077 0.04944765862352085 0.2742690117686415 0.10245596620268671 0.15755530380597094 0.2742690117686415 0.40008900766583366 37.889663162811104 37.889663162811104 25.91975813714563 25.91975813714563 58888.25571760023 58850.42068290012 17.707975392860096 17.707975392860096 17.819815443899994 0.7066941976123137 1.7098144704321718 3.2296606672778334 141.58232681 -7.47575582 0.004925161436322045 18.461203247189523 18.845931334543227 18.7406125934124 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.7098144704321718 3.2296606672778334 141.58232681 -7.47575582 0.004925161436322045 18.461203247189523 18.845931334543227 18.7406125934124 1.0 False False 0.3 0.7 1.5 0.02 8 3 37.835034700110555 3.2296606672778334 1.7098144704321718 0.10531874113082651 1.8888953878495987 1.1379559416831313 0.9207971495124063 False 0.077 Inputed -19.88569250902758 -19.99753256006748 """""" """""" """"""
-0.4031666808171501 0.5035378924374835 -2.247425029222184 18.526930923790562 5031.7168681818675 196.364030111268 24 10 10 8.997384200338274 83 True True 2020rbn 0.02247083333333333 -5.210736111111111 SNIbc 0.037659 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 0.02247083333333333 -5.210736111111111 TNS 2020rbn ZTF20abrcnbr 2020rbn SNIbc 0.037659 0.08186557904598502 0.4089547988008775 0.15733046929597094 0.23689072573410286 0.4089547988008775 0.5994429412217599 -0.545656643510898 -0.545656643510898 9.543040843849173 9.543040843849173 59071.47987269983 59071.47987269983 18.571621474477727 18.571621474477727 18.623296707332393 1.8740082161001832 5.067030075772256 7.0532710208977445 0.0210937812009215 -5.2093368280986 0.0012779449218207617 14.143176850029825 15.056942034211158 14.49867973548293 0.9949999999999999 """""" """""" """""" """""" 3 False True all False False 0 0.7729512317277976 1.7655888207163453 0.0223211044377365 -5.21120333578301 0.005242634347672581 20.373775260686873 20.820281257817744 20.54397781743288 0.8099999999999999 False False 0.3 0.7 1.5 0.02 8 3 0.0 7.0532710208977445 5.067030075772256 0.5582622987282271 1.3919931232740452 -3.514679440266569 -4.124616971849463 False 0.037659 Inputed -17.5093199467304 -17.560995179585067 """""" """""" """"""
-0.16193031704690475 0.1866299801048596 -10.176244310974734 18.65831046442224 4576.329846186843 124.96588775328479 22 20 20 41.000034699682146 44 True True 2020bev 251.74985416666664 15.585266666666667 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 251.74985416666664 15.585266666666667 TNS 2020bev ZTF20aaifyvz 2020bev SNIa 0.06 0.34122342581019893 0.9844523871489201 0.48365124234789647 0.6378168835931213 0.9844523871489201 1.3879595073071087 12.200632741154678 12.200632741154678 28.79940195852747 28.79940195852747 58885.5473842998 58873.536863400135 18.20103300950121 18.384906209829293 18.20103300950121 1.5785255595077528 1.5325366357533599 1.3018168049695567 251.7502176429805 15.585357152473751 0.0017096521233658235 17.975608856713773 18.994666924257277 18.29350724868536 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.5325366357533599 1.3018168049695567 251.7502176429805 15.585357152473751 0.0017096521233658235 17.975608856713773 18.994666924257277 18.29350724868536 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.010520899668336 1.3018168049695567 1.5325366357533599 0.7011596755719189 0.8494523227691803 0.6097607144279849 0.0924742391841491 False 0.06 Inputed -18.95446797169659 -18.770594771368508 """""" """""" """"""
-0.12480495458332769 0.393400094929454 -4.215675026094257 19.103169870211573 5308.366690586148 185.72902359528223 24 24 24 24.020219900179654 35 True True 2018ibj 174.79368791666 56.136278388888 SNIa 0.0966 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 174.79368791666 56.136278388888 TNS 2018ibj ZTF18aaqkjuw 2018ibj SNIa 0.0966 0.02222477836124881 0.35537945292169937 0.09866192020069064 0.17954060731507226 0.35537945292169937 0.551334698654248 9.302214782389171 9.302214782389171 14.718005117790483 14.718005117790483 58429.50847220002 58423.46567129996 18.83164715791141 18.86365235548443 18.83164715791141 0.37777793383183117 2.3864666325317074 0.12465770970946735 174.7936278371235 56.136287237452606 0.0009255480561191076 16.219130054047405 17.478330512348414 16.656544213491678 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.3864666325317074 0.12465770970946735 174.7936278371235 56.136287237452606 0.0009255480561191076 16.219130054047405 17.478330512348414 16.656544213491678 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 6.0428009000606835 0.12465770970946735 2.3864666325317074 0.8217862988567362 0.05223526196015695 -1.3853218431360155 -2.1751029444197307 False 0.0966 Inputed -19.37543987147712 -19.3434346739041 """""" """""" """"""
-0.011922285297637841 0.06168336882426087 34.5792241948799 17.635320026081576 3862.692242192788 472.2669780022507 200 42 42 69.85048610018566 50 True False 2019qvr 55.340390416666 22.822450166666 SNIIn 0.075 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 55.340390416666 22.822450166666 TNS 2019qvr ZTF19acapech 2019qvr SNIIn 0.075 0.36685409846245065 0.5202170691394699 0.4039905180947585 0.4419210617712608 0.5202170691394699 0.6018498671220804 332.0728613622313 332.0728613622313 -262.22237526204566 -262.22237526204566 58814.212835600134 58750.377499999944 17.746827877081596 17.988685749603317 17.746827877081596 2.4277547324005715 2.167494517089369 2.9290098243625673 55.34066781 22.82167777 0.0013116995186848168 16.437590342140197 17.00065927772522 16.705915756130217 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.167494517089369 2.9290098243625673 55.34066781 22.82167777 0.0013116995186848168 16.437590342140197 17.00065927772522 16.705915756130217 1.0 False False 0.3 0.7 1.5 0.02 8 3 63.835335600189865 2.9290098243625673 2.167494517089369 0.2947435215950023 1.351334363833041 -0.9880264718780971 -1.0409121209513792 False 0.075 Inputed -19.90057354627187 -19.658715673750148 """""" """""" """"""
-0.1837501637447497 0.24904422521323727 -5.242571967478366 18.36135388172976 5516.69787332162 82.84581658451454 44 25 25 37.847638899926096 53 True True 2020ukg 337.90191666666664 2.501872222222222 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 337.90191666666664 2.501872222222222 TNS 2020ukg ZTF20acfnuee 2020ukg SNIa 0.06 0.025108209583201813 0.8876143287093861 0.20306200697809373 0.40456403084538906 0.8876143287093861 1.4959849941615815 10.306673053852224 10.306673053852224 27.540965846073874 27.540965846073874 59128.28129629977 59120.297349500004 17.900614348619744 17.900614348619744 18.04726607044875 1.6425370938056874 1.1289041658698549 1.5952684973947613 337.9023475100255 2.501766903586955 0.0003630349010097511 16.42535449308395 17.544076956381797 16.785170719349384 0.985 """""" """""" """""" """""" 0 False True all False False 0 1.1289041658698549 1.5952684973947613 337.9023475100255 2.501766903586955 0.0003630349010097511 16.42535449308395 17.544076956381797 16.785170719349384 0.985 False False 0.3 0.7 1.5 0.02 8 3 7.983946799766272 1.5952684973947613 1.1289041658698549 0.7589062370324129 1.413112419658367 -0.35653739223794645 -1.262095351099365 False 0.06 Inputed -19.10823491074905 -19.254886632578057 """""" """""" """"""
-0.11762345157902337 0.32747580625790235 -37.21377173888061 15.861678270036775 7243.7246752596575 352.02446034539656 27 8 8 65.8727430999279 143 True False 2021tqv 290.4906625 -26.73931388888889 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 290.4906625 -26.73931388888889 TNS 2021tqv ZTF21abmodcw 2021tqv CV 0.0 -0.25614691365252185 -0.12602654803857405 -0.22515483796309965 -0.19315374797007578 -0.12602654803857405 -0.054567165829556785 -27.722967943624464 -27.722967943624464 93.59571104355237 93.59571104355237 59412.315520800184 59412.315520800184 15.761773037469677 15.761773037469677 16.77378950211902 333.190203496713 6.537562121740027 53.61728209305094 290.47694392 -26.7308457 0.019129421536374203 13.775065531492233 19.407962373161315 16.299715857887268 1.0 """""" """""" """""" """""" 111 False True all False False 0 0.9161344385527834 5.462050299031692 290.4910418 -26.73783495 0.04278334432389497 20.79785386624336 24.66452409172058 22.391549174499513 0.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 53.61728209305094 6.537562121740027 3.108246515274047 8.20141837195732 3.6461893356916377 -0.47407364423175125 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.146270542617712 0.30604155817153417 -7.909403116333136 19.232858342656083 5754.902264628128 97.25304118162974 44 22 22 40.974294000305235 40 True True 2021vji 357.4292125 16.822819444444445 SNIa 0.098 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 357.4292125 16.822819444444445 TNS 2021vji ZTF21abqixak 2021vji SNIa 0.098 -0.007957258745037166 0.6823483448426835 0.13842029931618072 0.30133990778051256 0.6823483448426835 1.1475196418129343 12.217111206023452 12.217111206023452 28.757182794281782 28.757182794281782 59440.41633100016 59428.38464119984 18.740129446471474 18.740129446471474 18.906502337450778 1.1638607126315554 1.3418647360415663 1.4487017652295877 357.4287931348955 16.8227911060325 0.011863928712954941 20.763215505651235 21.27491658130169 21.312307078328132 0.7666666666666666 """""" """""" """""" """""" 0 False True all False False 0 1.3418647360415663 1.4487017652295877 357.4287931348955 16.8227911060325 0.011863928712954941 20.763215505651235 21.27491658130169 21.312307078328132 0.7666666666666666 False False 0.3 0.7 1.5 0.02 8 3 12.031689800322056 1.4487017652295877 1.3418647360415663 -0.03739049702644337 1.0796183298647413 2.5347871348302142 2.405804740877354 False 0.098 Inputed -19.332465470692448 -19.49883836167175 """""" """""" """"""
-0.14186285038078145 0.3044961980626454 -6.529096578175609 19.021436422096798 4164.492836630347 169.0663479494981 30 13 13 30.01582180010155 53 True True 2019osm 1.8180866666666 32.189326194444 SNIa 0.063 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 1.8180866666666 32.189326194444 TNS 2019osm ZTF19abozuxh 2019osm SNIa 0.063 0.4315581359358802 0.9108188526888412 0.5412075796417497 0.6574232557902349 0.9108188526888412 1.1944700565847057 11.830072194166508 11.830072194166508 18.18574960593504 18.18574960593504 58716.38253469998 58706.40538189979 18.686123161893743 18.998865190717968 18.686123161893743 1.479547978448543 0.7888595910701278 0.8490841487603144 1.818152065937375 32.18909692364595 0.0002083848807238331 16.83626367058277 18.018983176071643 17.215311740659473 0.925 """""" """""" """""" """""" 0 False True all False False 0 0.7888595910701278 0.8490841487603144 1.818152065937375 32.18909692364595 0.0002083848807238331 16.83626367058277 18.018983176071643 17.215311740659473 0.925 False False 0.3 0.7 1.5 0.02 8 3 9.977152800187469 0.8490841487603144 0.7888595910701278 0.8036714354121699 1.0763438238844112 -0.979882014646325 -1.47081142123427 False 0.063 Inputed -18.57681664591023 -18.264074617086006 """""" """""" """"""
-0.13713321415728108 0.3587237599144939 -5.211436702742072 19.01145397529302 4950.008214694681 219.39354858968383 45 32 32 32.854965299833566 44 True True 2020kbl 243.81764583333333 21.093383333333332 SNIa 0.079 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 243.81764583333333 21.093383333333332 TNS 2020kbl ZTF20aazpwen 2020kbl SNIa 0.079 0.12387188736764188 0.421974119914605 0.19326820553389723 0.26600431067667074 0.421974119914605 0.5927846193029396 9.151157003487882 9.151157003487882 23.703808296345684 23.703808296345684 58991.289166700095 58984.4025347 18.69019057258594 18.84707476893326 18.69019057258594 0.40245503623468065 1.634168839948644 1.327837082895068 243.817250567659 21.093390134240202 0.0004292061833688354 16.00405355632782 17.26922484089375 16.507984677987096 0.96 """""" """""" """""" """""" 0 False True all False False 0 1.634168839948644 1.327837082895068 243.817250567659 21.093390134240202 0.0004292061833688354 16.00405355632782 17.26922484089375 16.507984677987096 0.96 False False 0.3 0.7 1.5 0.02 8 3 6.886632000096142 1.327837082895068 1.634168839948644 0.7612401629066525 0.8125458339646209 -1.5778499280395124 -2.1822058945988445 False 0.079 Inputed -19.071953590625554 -18.915069394278234 """""" """""" """"""
-0.13725488380891254 0.23801201504377403 -7.525615582010059 19.16950742979781 3987.4656806132302 214.57052315192502 38 18 18 48.01660879980773 29 True True 2020kaw 198.78615416666662 48.53555 SNIa 0.0557 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 198.78615416666662 48.53555 TNS 2020kaw ZTF20aazjwgh 2020kaw SNIa 0.0557 0.5048056929852649 0.8876361745397503 0.5941094490041934 0.6875774631800944 0.8876361745397503 1.1063171422580425 16.92876399843469 16.92876399843469 31.087844801373038 31.087844801373038 58994.20085649984 58980.20464120014 18.73593505581906 19.199324658757334 18.73593505581906 1.0317392211142982 3.3940276403695093 3.683699105675802 198.78684954102698 48.5364638017183 0.0015944140520424144 15.669503902276158 16.457327756577136 15.950770878503919 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.3940276403695093 3.683699105675802 198.78684954102698 48.5364638017183 0.0015944140520424144 15.669503902276158 16.457327756577136 15.950770878503919 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 13.99621529970318 3.683699105675802 3.3940276403695093 0.5065568780732175 1.0853474090372335 -2.7419969021801975 -2.7851641773151403 False 0.0557 Inputed -18.255926991132498 -17.792537388194223 """""" """""" """"""
-0.16493897302467966 0.19795783816861778 -6.5183372249577785 18.575972285125825 5425.0373926361935 124.97113206342982 52 40 40 65.94078700011596 32 True True 2019dac 225.66084958333 10.943170611111 SNIa 0.07459 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 225.66084958333 10.943170611111 TNS 2019dac ZTF19aaokist 2019dac SNIa 0.07459 0.032918961218346254 0.5604545312263554 0.1490503629176665 0.27525226103038847 0.5604545312263554 0.8941719722809154 14.364640272532121 14.364640272532121 51.57614672758384 51.57614672758384 58586.397754599806 58575.3347800998 18.046515238435045 18.046515238435045 18.096018981522217 2.3057447209492707 1.889303007818601 6.160961062163033 225.65964593785452 10.944408459237 0.000805289880245863 14.944675123559236 16.05649961914539 15.334788846524955 0.975 """""" """""" """""" """""" 0 False True all False False 0 1.889303007818601 6.160961062163033 225.65964593785452 10.944408459237 0.000805289880245863 14.944675123559236 16.05649961914539 15.334788846524955 0.975 False False 0.3 0.7 1.5 0.02 8 3 11.062974500004202 6.160961062163033 1.889303007818601 0.7217107726204368 3.2609703349154726 -1.9900156192896539 -2.7612301349972626 False 0.07459 Inputed -19.539281920763596 -19.588785663850768 """""" """""" """"""
-0.2183300776304798 0.08897153725116351 -14.00891204975923 18.710558350783543 5237.487702556991 82.07512622703548 49 30 30 51.96179400011897 43 True False 2021vkm 355.6737958333333 37.62354722222222 SNIa 0.061 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 355.6737958333333 37.62354722222222 TNS 2021vkm ZTF21abrxgiv 2021vkm SNIa 0.061 0.26488933571421214 1.285381449726998 0.47648967932880026 0.7152334830151474 1.285381449726998 2.0013941854712627 12.071054925051907 12.071054925051907 39.89073907506706 39.89073907506706 59450.36335649993 59435.36495369999 18.06341289654114 18.152795523388953 18.06341289654114 1.2996726082789072 2.1241751691785415 1.2138557892935449 355.673976 37.62385272 0.0013038515961267816 16.874450084304808 18.23214568119049 17.01711328177452 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.1241751691785415 1.2138557892935449 355.673976 37.62385272 0.0013038515961267816 16.874450084304808 18.23214568119049 17.01711328177452 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.998402799945325 1.2138557892935449 2.1241751691785415 1.2150323994159713 0.5714480645976884 0.07935015780153876 -1.046299614766621 False 0.061 Inputed -19.12847969923567 -19.039097072387857 """""" """""" """"""
-0.16957993384288195 0.17303214702794165 -10.640695351867768 18.160097164961417 4236.083930693191 149.2215845766522 34 34 34 58.95353010017425 68 True True 2019hvg 211.50658333333 12.780672611111 SNII 0.01765 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 211.50658333333 12.780672611111 TNS 2019hvg ZTF19abacxod 2019hvg SNII 0.01765 0.4599385472405402 1.0199881778859634 0.5865986897522006 0.7218444764669023 1.0199881778859634 1.3584891547037685 14.708060174248304 14.708060174248304 44.245469925925946 44.245469925925946 58672.19521989999 58657.19130790001 17.593290551458818 17.988100763447477 17.593290551458818 4.470519853645445 7.619172651683499 10.837191829339337 211.5050944965705 12.783309646965101 0.0024108047698253587 13.886757389928103 14.50290270811081 14.097375320339204 1.0 """""" """""" """""" """""" 4 True True all False False 0 1.1376974996162181 1.4750427417338763 211.50620276 12.78049902 0.0028875284077971575 19.206845403110982 15.867772397482396 15.496051703691483 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.003911999985576 10.837191829339337 7.619172651683499 0.40552738777160613 1.4223580859458276 -3.4851980553366673 -3.495915231119614 False 0.01765 Inputed -16.882878355810508 -16.48806814382185 """""" """""" """"""
-0.027035902666708418 0.4679901470808382 -24.649748268320298 18.98510475186417 6052.124272903131 299.4740101018034 83 32 32 73.81868059979752 48 True False 2020rmv 10.0007792481 -14.5903161871 SLSN-I 0.27 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 10.0007792481 -14.5903161871 TNS 2020rmv ZTF20abpuwxl 2020rmv SLSN-I 0.27 -0.07274234481138464 0.1107069295166454 -0.029307802380344583 0.015717020665675818 0.1107069295166454 0.2125739780393161 62.36024084947861 62.36024084947861 11.45843975031891 11.45843975031891 59120.358634300064 59061.43381940015 18.663020186709083 18.663020186709083 18.819188949364758 0.4631132826747293 0.9307239922276654 22.49252795027227 9.99465986 -14.58832481 0.21942488562854023 19.48638638328314 20.234913114130496 19.595854661500454 0.8700000000000001 """""" """""" """""" """""" 7 False True all False False 0 0.7 9.650249447257401 9.99804158 -14.59072427 0.5971994900056361 23.40657873119712 23.183065697956085 23.07231273471117 0.0 False False 0.3 0.7 1.5 0.02 8 3 58.92481489991769 0.0 0.0 0.0 0.0 4.976979813290917 4.450811050635242 True 0.27 Inputed -21.68304199177668 -21.839210754432354 """""" """""" """"""
-0.005604599804309464 0.5418723080919181 -15.389253342419645 18.83418153846104 5459.230880608139 155.17206388271052 54 34 34 73.90378469973803 52 True True 2019cem 199.15126666666 35.516050083333 SNII 0.04468 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 199.15126666666 35.516050083333 TNS 2019cem ZTF19aamtwiz 2019cem SNII 0.04468 0.09081558277832258 0.5193339090341595 0.1876164393435431 0.29107574496256916 0.5193339090341595 0.778517696261229 98.89500857807015 98.89500857807015 -24.99122387833212 -24.99122387833212 58567.27674769983 58562.317847200204 18.70850988316012 18.70850988316012 18.796754215395154 1.5944528022674642 3.2875072151128664 1.9833464900626903 199.1516271692475 35.515583799613 0.0030352712243161273 16.826733829253314 17.750982136508824 17.022699753332436 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.2875072151128664 1.9833464900626903 199.1516271692475 35.515583799613 0.0030352712243161273 16.826733829253314 17.750982136508824 17.022699753332436 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 4.958900499623269 1.9833464900626903 3.2875072151128664 0.7282823831763885 0.6032979885017828 -0.9575277466512944 -1.7740544620627183 False 0.04468 Inputed -17.71075853736614 -17.799002869601175 """""" """""" """"""
-0.10760877591719872 0.34572279690604385 -11.99789411856137 18.559550707195914 6314.637302071336 76.6172681160385 32 19 19 31.90100699989125 31 True True 2021foy 235.06062499999996 57.23591944444445 SNIa 0.0801 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 235.06062499999996 57.23591944444445 TNS 2021foy ZTF21aaoghxv 2021foy SNIa 0.0801 -0.03138242885451348 0.8819538746618498 0.1537348502924054 0.3657207672469909 0.8819538746618498 1.5445062758125054 -2.080075198398278 -2.080075198398278 33.98108219828953 33.98108219828953 59290.431562500075 59290.38392359996 18.19693101231531 18.19693101231531 18.39654417800618 2.11167525466313 1.1835540302229566 0.3723331170766879 235.060573592929 57.2358198305632 0.00028738747622936156 16.494119656406042 17.66743985563219 16.909707876258494 0.945 """""" """""" """""" """""" 0 False True all False False 0 1.1835540302229566 0.3723331170766879 235.060573592929 57.2358198305632 0.00028738747622936156 16.494119656406042 17.66743985563219 16.909707876258494 0.945 False False 0.3 0.7 1.5 0.02 8 3 0.047638900112360716 0.3723331170766879 1.1835540302229566 0.7577319793736947 0.3145890323287972 -0.5294911566831217 -1.4868363017476867 False 0.0801 Inputed -19.396149961346897 -19.595763127037767 """""" """""" """"""
-0.06298481541391117 0.3387579215426149 -4.300972731099447 19.695046107093273 5835.4031242293395 172.69030977029777 21 10 10 19.07271989993751 44 True True 2018lpk 226.91552833333 38.4626335 SNIa 0.141 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 226.91552833333 38.4626335 TNS 2018lpk ZTF18abklljv 2018lpk SNIa 0.141 -0.09918542965930044 0.22898168820417553 -0.024561737147347884 0.05485828052424324 0.22898168820417553 0.4250558718349886 17.937181487274003 17.937181487274003 1.135538412663509 1.135538412663509 58336.23710650019 58331.18515049992 19.38374856789362 19.38374856789362 19.436323655241143 1.797830990226836 0.7398609236196778 0.708941393118762 226.91575960300048 38.462710882792905 0.01815585847273693 22.95898776781857 23.07494021124363 22.602532550074457 0.31666666666666665 """""" """""" """""" """""" 0 False True all False False 0 0.7398609236196778 0.708941393118762 226.91575960300048 38.462710882792905 0.01815585847273693 22.95898776781857 23.07494021124363 22.602532550074457 0.31666666666666665 False False 0.3 0.7 1.5 0.02 8 3 5.051956000272185 0.708941393118762 0.7398609236196778 0.47240766116917143 0.9582089964291589 3.6911916433500096 3.1662088948333142 False 0.141 Inputed -19.61106469177155 -19.663639779119073 """""" """""" """"""
-0.02057401210924341 0.5666805860369651 -24.313077664499012 18.04623486367388 5440.94199467413 262.0200802770226 82 32 32 73.88429399998859 42 True False 2020aagu 174.8313333333333 -12.099869444444446 SNII 0.07389 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 174.8313333333333 -12.099869444444446 TNS 2020aagu ZTF20acpbdvm 2020aagu SNII 0.07389 0.08642444726189424 0.32584639989773834 0.14278707575689253 0.20143281958322845 0.32584639989773834 0.46023107169805755 7.336496988811504 7.336496988811504 66.54779701117708 66.54779701117708 59180.56406249991 59176.520161999855 17.956171888037467 17.968686509166805 17.956171888037467 0.5737219168308892 2.8115803519705436 8.626127449782496 174.83282765 -12.09797033 0.004765674710194623 16.35549169230461 17.295859144759177 16.76827434511185 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.8115803519705436 8.626127449782496 174.83282765 -12.09797033 0.004765674710194623 16.35549169230461 17.295859144759177 16.76827434511185 1.0 False False 0.3 0.7 1.5 0.02 8 3 4.043900500051677 8.626127449782496 2.8115803519705436 0.5275847996473289 3.068070753779713 -0.6728273644076275 -1.1878975429256187 False 0.07389 Inputed -19.65831708781132 -19.64580246668198 """""" """""" """"""
-0.1323077599941171 0.2577271707506388 -10.99487326974143 18.644004580212677 5109.868404644103 136.0449025220699 65 48 48 74.80482640024275 54 True True 2019dat 238.99321624999 36.706620194444 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 238.99321624999 36.706620194444 TNS 2019dat ZTF19aanxosu 2019dat SNIa 0.08 0.16195495311318808 0.6845813355516661 0.2785056964859507 0.4041043310682113 0.6845813355516661 1.0080472862370797 19.252401777769037 19.252401777769037 55.55242462247371 55.55242462247371 58592.45218749996 58572.45263889991 18.206844423466844 18.206844423466844 18.240112094913258 1.9875218734043663 0.6614833130553706 0.709558871658226 238.99341066880902 36.706740833783954 0.0013921899916187197 19.802066220355627 20.14030699149251 19.95849945674241 0.6950000000000001 """""" """""" """""" """""" 0 False True all False False 0 0.6614833130553706 0.709558871658226 238.99341066880902 36.706740833783954 0.0013921899916187197 19.802066220355627 20.14030699149251 19.95849945674241 0.6950000000000001 False False 0.3 0.7 1.5 0.02 8 3 19.999548600055277 0.709558871658226 0.6614833130553706 0.18180753475009936 1.07267841478993 1.9334625680256643 1.7183873618291514 False 0.08 Inputed -19.54982192715812 -19.583089598604534 """""" """""" """"""
-0.13935766720488016 0.38976549089107443 -7.058039696032603 19.366438350256047 5666.102328327732 178.27713249745076 28 17 17 30.973310200031847 48 True True 2018lpj 227.63316416666 45.227291 SNIa 0.12 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 227.63316416666 45.227291 TNS 2018lpj ZTF18abixjey 2018lpj SNIa 0.12 -0.04274731993840675 0.2889239138641777 0.032984753774901066 0.11336866949173441 0.2889239138641777 0.4856647154300262 11.761675127875737 11.761675127875737 19.21163507215611 19.21163507215611 58331.24268520018 58319.18406250002 18.96225974745346 18.96225974745346 19.19077925922575 0.5667427782048742 0.8563204791768598 0.9338216995048911 227.6335013200645 45.22739540569075 0.0061672723242242045 21.074673905232547 21.31996407840729 20.9949177216053 0.6687500000000001 """""" """""" """""" """""" 0 False True all False False 0 0.8563204791768598 0.9338216995048911 227.6335013200645 45.22739540569075 0.0061672723242242045 21.074673905232547 21.31996407840729 20.9949177216053 0.6687500000000001 False False 0.3 0.7 1.5 0.02 8 3 12.058622700162232 0.9338216995048911 0.8563204791768598 0.32504635680198746 1.0905049245143938 2.3577043309538297 1.8041384623795516 False 0.12 Inputed -19.497664066528767 -19.726183578301058 """""" """""" """"""
-0.28024826985925894 0.2668572521521502 -4.913605778119393 19.09002737368331 4461.514791642181 166.9286576562407 35 15 15 25.979629599954933 78 True True 2021ofi 206.10439166666663 20.418958333333336 SNIb 0.02698 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 206.10439166666663 20.418958333333336 TNS 2021ofi ZTF21abdkojo 2021ofi SNIb 0.02698 0.2963763890080635 0.7467355197010903 0.3991448942258131 0.5082574296284541 0.7467355197010903 1.0144388681532348 7.835763575295149 7.835763575295149 18.143866024659783 18.143866024659783 59375.24732640013 59367.21178240003 18.730223508298476 19.01333955607703 18.730223508298476 0.9033458115898534 4.9806950145355575 17.437372057741083 206.105933348031 20.41433512832615 0.0032305019371424715 14.084646722443104 15.825257150475979 14.4479690421319 0.9 """""" """""" """""" """""" 10 True True all False False 0 3.1491910426409526 5.7488197587923695 206.1060106678015 20.41846039312605 0.0037974476287786496 16.55227963130176 16.33735841109872 16.244799529112576 0.9833333333333333 False False 0.3 0.7 1.5 0.02 8 3 8.035544000100344 17.437372057741083 4.9806950145355575 1.3772881083440787 3.5009917304416787 -3.188082405601053 -4.282254466166576 False 0.02698 Inputed -16.672546687416794 -16.38943063963824 """""" """""" """"""
-0.06966848559209476 0.4595999587273597 -9.459119451700609 17.666288353408923 4933.312947669369 234.26766048996097 29 29 29 49.99744210019708 42 True False 2020aagt 181.20427499999997 -5.598569444444444 SNII 0.026932 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 181.20427499999997 -5.598569444444444 TNS 2020aagt ZTF20acouofb 2020aagt SNII 0.026932 0.1539214197547274 0.4371240490042254 0.22017118193053875 0.2893886410097686 0.4371240490042254 0.5979596037666361 1.7378729874012802 1.7378729874012802 48.259569112795795 48.259569112795795 59173.522129599936 59173.483680599835 17.493290078171924 17.615030423295043 17.493290078171924 0.5174544353447286 4.509261525199667 13.491810019851602 181.20050936 -5.59858837 0.003011603016669806 14.552963648575544 15.412572661316394 14.891629539918899 1.0 """""" """""" """""" """""" 4 False True all False False 0 1.2834169124135502 7.078033103833722 181.2024842 -5.59939962 0.016522311426989233 18.823570797407626 15.835585789239406 15.333239166069031 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.03844900010153651 13.491810019851602 4.509261525199667 0.5209431213974955 2.992022073781625 -2.202457761978648 -2.601660538253025 False 0.026932 Inputed -17.905587403208216 -17.783847058085097 """""" """""" """"""
-0.1623601496767181 0.25152690433913294 -8.56722196565643 17.38612115109133 5664.209202853115 185.79153426829333 86 71 71 74.9180092997849 163 True False 2019fxu 294.33375916666 39.666535305555 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 294.33375916666 39.666535305555 TNS 2019fxu ZTF19aavissk 2019fxu SNIa 0.04 -0.03373371495132815 0.2852524085247019 0.039381140358521805 0.11679441746423436 0.2852524085247019 0.4731827601105749 7.98158194361228 7.98158194361228 66.93642735617262 66.93642735617262 58635.450636600144 58627.40271990001 16.802110632297442 16.802110632297442 17.027145157180975 5.909200119232407 1.5604262760903853 5.424296770023664 294.33262636 39.66530653 0.00894005491616201 18.496956717538833 20.600438080978392 23.27 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.8065568669606209 3.565784962485191 294.33316736 39.66565579 0.013222993468260724 20.25037664208412 19.16585796251297 21.201451343536377 1.0 False False 0.3 0.7 1.5 0.02 8 3 8.047916700132191 5.424296770023664 1.5604262760903853 -2.669561919021607 3.476163438886792 3.7983274486809506 6.242854842819025 False 0.04 Inputed -19.237659730300443 -19.462694255183976 """""" """""" """"""
-0.07928579738462725 0.7875301361817635 -1.7627290569881677 16.707306267011095 5527.802496985127 87.4526371105801 47 33 33 53.93832169985399 37 True False 2021fox 149.40149999999997 -13.69595 SNII 0.032 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 149.40149999999997 -13.69595 TNS 2021fox ZTF21aapfdqw 2021fox SNII 0.032 -0.0358151695279858 0.7345111052377646 0.1243909130982459 0.3049093763550843 0.7345111052377646 1.2703647799996816 18.150646428467052 18.150646428467052 35.78767527138694 35.78767527138694 59307.153229199816 59290.252419000026 16.615318636743257 16.615318636743257 16.727093002523343 1.6993530163626416 4.717615613958317 3.9045697363963625 149.40172632 -13.69701208 0.0030688999422914254 15.797192360424996 16.511699278497694 16.038383404374123 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.717615613958317 3.9045697363963625 149.40172632 -13.69701208 0.0030688999422914254 15.797192360424996 16.511699278497694 16.038383404374123 1.0 False False 0.3 0.7 1.5 0.02 8 3 16.900810199789703 3.9045697363963625 4.717615613958317 0.47331587412357123 0.8276574557799192 -0.10361935824556312 -0.6887095981492202 False 0.032 Inputed -19.04892134746417 -19.160695713244255 """""" """""" """"""
-0.008659060682717417 0.5462691706968438 -1.3066029525174012 17.811697331465716 4598.499566839685 143.629216180422 70 52 52 74.83431710023433 50 True True 2020eoe 244.51112499999996 18.042169444444447 SNII 0.04543 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 244.51112499999996 18.042169444444447 TNS 2020eoe ZTF20aattqle 2020eoe SNII 0.04543 0.21433496247495043 0.722186805592063 0.3283756633770487 0.4507213722715093 0.722186805592063 1.0327756075441101 71.52207434713647 71.52207434713647 3.3122427530978626 3.3122427530978626 58939.44296299992 58936.44211809989 17.768110974368884 17.768110974368884 17.811476749469254 1.0303778346312038 1.1854127758418882 1.7003859089182738 244.51132517248 18.0417371603108 0.003028699206406693 19.077140482895373 19.530847561764716 19.734473495073317 0.9625 """""" """""" """""" """""" 1 False True all False False 0 0.9376615648881285 0.9655579934208132 244.51106686482598 18.0424318971131 0.004894316105282348 20.563820455241203 20.486568695850373 20.480717648855446 0.5642857142857143 False False 0.3 0.7 1.5 0.02 8 3 3.0008449000306427 1.7003859089182738 1.1854127758418882 -0.2036259333086008 1.4344251585365682 1.7627365873958318 1.9229967456040633 False 0.04543 Inputed -18.732572580108023 -18.775938355208392 """""" """""" """"""
-0.04120459033124266 0.4639654517095353 -9.250597815970727 18.994643607446562 4727.232750427668 132.8835287509954 33 23 23 65.97340280003846 52 True True 2021cpi 222.9893083333333 16.221863888888887 SNII 0.055 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 222.9893083333333 16.221863888888887 TNS 2021cpi ZTF21aajvukh 2021cpi SNII 0.055 0.26722870009492894 0.840886078405525 0.39504055592967546 0.532846873049003 0.840886078405525 1.196709212864743 12.44287147411213 12.44287147411213 53.530531325926326 53.530531325926326 59258.48445599992 59255.42835649988 18.654434790218925 19.206231608743817 18.654434790218925 2.7716853459365973 0.7 0.3243529841960175 222.989356169184 16.2219413999782 0.002515176081398396 20.69615681510925 20.84390755186796 21.024906738039256 0.925 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.3243529841960175 222.989356169184 16.2219413999782 0.002515176081398396 20.69615681510925 20.84390755186796 21.024906738039256 0.925 False False 0.3 0.7 1.5 0.02 8 3 3.056099500041455 0.3243529841960175 0.7 -0.18099918617129518 0.46336140599431075 1.6376759431241439 2.370471947820331 False 0.055 Inputed -18.309611116465994 -17.757814297941103 """""" """""" """"""
-0.1101925337071202 0.33588715374090866 -5.910791719637535 18.584633590925204 5507.4138636507905 104.39255063963681 30 16 16 50.95348379993811 45 True True 2019fyf 187.99053416666 35.853806 SNIa 0.09351 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 187.99053416666 35.853806 TNS 2019fyf ZTF19aauvjws 2019fyf SNIa 0.09351 0.01824659638471715 0.6642567871060834 0.15688649750515538 0.31001758870349505 0.6642567871060834 1.0910034153639145 12.951349221536072 12.951349221536072 38.00213457840204 38.00213457840204 58628.19590280019 58619.23443289986 18.263702898398385 18.263702898398385 18.268690705808073 1.9901650234616166 1.1645534139656133 0.9271577651566806 187.990456765908 35.85355621368465 0.00032829491660246735 16.550467111718653 17.791317974568607 16.927447087302802 0.96 """""" """""" """""" """""" 0 False True all False False 0 1.1645534139656133 0.9271577651566806 187.990456765908 35.85355621368465 0.00032829491660246735 16.550467111718653 17.791317974568607 16.927447087302802 0.96 False False 0.3 0.7 1.5 0.02 8 3 8.961469900328666 0.9271577651566806 1.1645534139656133 0.8638708872658043 0.7961487674485127 -0.4723849238297788 -1.3412436185052705 False 0.09351 Inputed -19.866389071351037 -19.871376878760724 """""" """""" """"""
-0.14922928883294465 0.26185164705489905 -10.136637265037415 18.02980587656091 5268.983908922853 212.68020789879773 40 27 27 49.8756598001346 63 True True 2021crv 122.63425416666665 -8.125680555555556 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 122.63425416666665 -8.125680555555556 TNS 2021crv ZTF21aakbgpf 2021crv SNIa 0.05 0.06771419025147551 0.3642249467926888 0.13653253238993557 0.20880525515959647 0.3642249467926888 0.5350438039405603 15.797796058047327 15.797796058047327 34.077863742087274 34.077863742087274 59271.228761599865 59254.27364580007 17.470316214602747 17.470316214602747 17.65248728859723 0.8002849503324457 4.474572740690226 0.1467001205091504 122.6342426762465 -8.125641425347236 0.001578620711171208 15.268244688663483 16.228234286537173 15.639234461126328 0.9850000000000001 """""" """""" """""" """""" 0 False True all False False 0 4.474572740690226 0.1467001205091504 122.6342426762465 -8.125641425347236 0.001578620711171208 15.268244688663483 16.228234286537173 15.639234461126328 0.9850000000000001 False False 0.3 0.7 1.5 0.02 8 3 16.95511579979211 0.1467001205091504 4.474572740690226 0.5889998254108448 0.03278528007268939 -1.2420819280655735 -2.0132528274709003 False 0.05 Inputed -19.102051342578047 -19.28422241657253 """""" """""" """"""
-0.08136469500831406 0.356622234293064 -10.641500096826391 18.322478078304197 3981.5223704853797 212.9159343361055 39 14 14 24.02188660018146 61 True True 2021vis 226.27857083333333 21.271124999999998 SNIc 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 226.27857083333333 21.271124999999998 TNS 2021vis ZTF21abrfvax 2021vis SNIc 0.05 0.5357630503780868 0.9280232797961645 0.6272363119932223 0.722994824148401 0.9280232797961645 1.1522388203710534 26.052691421325733 26.052691421325733 -2.0308048211442706 -2.0308048211442706 59458.19894680008 59434.1770601999 18.04230607203785 18.468007769048057 18.04230607203785 0.5933914950589043 1.270001618975413 0.6328906113181797 226.27856398573 21.27130068710235 0.004631283845542344 19.922608588597775 20.37204199641228 20.08978184246302 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.270001618975413 0.6328906113181797 226.27856398573 21.27130068710235 0.004631283845542344 19.922608588597775 20.37204199641228 20.08978184246302 0.99 False False 0.3 0.7 1.5 0.02 8 3 24.02188660018146 0.6328906113181797 1.270001618975413 0.2822601539492595 0.4983384287563119 1.904034227364221 2.0474757704251694 False 0.05 Inputed -18.712232559137426 -18.28653086212722 """""" """""" """"""
-0.16587328726010242 0.2294260275004737 -9.807520579640197 17.964201295467156 3506.462602889119 268.8320972614007 46 33 33 57.94156249985099 93 True True 2021hbg 251.04502083333333 39.78874444444444 SNIa 0.03 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 251.04502083333333 39.78874444444444 TNS 2021hbg ZTF18aansqom 2021hbg SNIa 0.03 0.7643148112915199 1.1041624677285355 0.8448088447290196 0.9282217683092782 1.1041624677285355 1.2928860439651864 13.070067715690652 13.070067715690652 44.87149478416033 44.87149478416033 59309.49106479995 59295.48877310008 17.416121103240016 18.199966717666285 17.416121103240016 2.0853307459243533 4.694139367307673 0.16775778969968805 251.045055124643 39.78878287871725 0.0005614329775062155 13.78087581830114 14.660834608414174 14.095228767898679 0.985 """""" """""" """""" """""" 0 False True all False False 0 4.694139367307673 0.16775778969968805 251.045055124643 39.78878287871725 0.0005614329775062155 13.78087581830114 14.660834608414174 14.095228767898679 0.985 False False 0.3 0.7 1.5 0.02 8 3 14.00229169987142 0.16775778969968805 4.694139367307673 0.5656058405154951 0.03573770963598502 -3.5391321092521117 -3.3208923353413375 False 0.03 Inputed -18.218676350385312 -17.434830735959043 """""" """""" """"""
-0.06399557783003389 0.28841712917573237 -11.702085619259257 19.799174780835536 6190.868089150372 207.69007727073762 26 7 7 10.912395799998194 51 True True 2020acph 165.41981249999998 22.093880555555554 SNIa 0.12 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 165.41981249999998 22.093880555555554 TNS 2020acph ZTF20acwymdq 2020acph SNIa 0.12 -0.13324154608095284 0.1261018238049907 -0.0733597633343237 -0.01025905837897767 0.1261018238049907 0.2768789270615599 11.723123729203778 11.723123729203778 -0.8107279292055836 -0.8107279292055836 59198.51548610022 59194.518923600204 19.315874175116015 19.315874175116015 19.481099122582464 3.5745523615434545 0.7 2.324353597898624 165.41926945087948 22.093475974742802 0.015974288991227548 21.46503336962223 22.176297680847647 21.70462586153507 0.7 """""" """""" """""" """""" 0 False True all False False 0 0.7 2.324353597898624 165.41926945087948 22.093475974742802 0.015974288991227548 21.46503336962223 22.176297680847647 21.70462586153507 0.7 False False 0.3 0.7 1.5 0.02 8 3 3.9965625000186265 2.324353597898624 0.7 0.47167181931257574 3.320505139855177 2.8604235057316316 2.223526738952607 False 0.12 Inputed -19.207344203172052 -19.3725691506385 """""" """""" """"""
-0.012786614873467324 0.6479008920968898 -23.624502997424617 16.40517596037595 3958.504837555864 522.8774884095596 158 53 53 74.92575229983777 36 True False 2020uem 126.09937499999998 -3.488638888888889 SNIIP 0.041 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 126.09937499999998 -3.488638888888889 TNS 2020uem ZTF20accmutv 2020uem SNIIP 0.041 0.5376666333375084 0.6889904257490436 0.5744435311585967 0.611916094013651 0.6889904257490436 0.7689760769391256 49.26995456427571 49.26995456427571 25.655797735562057 25.655797735562057 59165.43546300009 59126.48412040016 16.273434558113927 16.59534399943558 16.273434558113927 3.8222588711668912 6.804874259495546 7.708863674687425 126.09723595 -3.48847521 0.006924333705709662 15.748234018850326 16.435122709298135 16.092555954551695 1.0 """""" """""" """""" """""" 1 False True all False False 0 1.3154740472822635 5.2368976479859 126.09946301 -3.48718685 0.023625174542504457 19.958325856399536 20.31207452571392 20.055413416814805 0.8666666666666667 False False 0.3 0.7 1.5 0.02 8 3 38.951342599932104 7.708863674687425 6.804874259495546 0.3425667547464393 1.1328443966367856 -0.16022129013744646 -0.18087860356223118 False 0.041 Inputed -20.045513835555102 -19.723604394233448 """""" """""" """"""
-0.14850615213095558 0.4523578319576021 -4.586759621505966 18.609073546021627 5808.142177831955 105.8963143026385 16 9 9 28.045034700073302 60 True True 2019gj 24.925332916666 31.155811 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 24.925332916666 31.155811 TNS 2019gj ZTF18adcbyiw 2019gj SNIa 0.08 -0.0699901089517958 0.5233668174686059 0.05727634492117417 0.1979080321744533 0.5233668174686059 0.9154169253766717 7.819428216042312 7.819428216042312 20.22560648403099 20.22560648403099 58493.175150500145 58486.11070600012 18.335887214554344 18.335887214554344 18.50364498621441 1.9615262333957446 2.624768440606886 3.9917101790523253 24.926610781174247 31.15599432234915 0.0024601906539704066 16.656606145205497 17.49635507740259 16.928792151205542 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.624768440606886 3.9917101790523253 24.926610781174247 31.15599432234915 0.0024601906539704066 16.656606145205497 17.49635507740259 16.928792151205542 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 7.0644445000216365 3.9917101790523253 2.624768440606886 0.5675629261970485 1.5207856500017127 -0.8395321371517532 -1.574852835008869 False 0.08 Inputed -19.286289035856967 -19.454046807517035 """""" """""" """"""
-0.05208133590492254 0.539506246201017 -14.41189219326722 18.391919609555316 5267.844917703913 177.47586012430926 62 22 22 74.76944449963048 37 True True 2018kyt 186.984333 56.393219 SLSN-I 0.108 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 186.984333 56.393219 TNS 2018kyt ZTF18acyxnyw 2018kyt SLSN-I 0.108 0.11678140382482738 0.49183416382239287 0.2026249875020909 0.2935959841184186 0.49183416382239287 0.7134394587781046 34.47723551379792 34.47723551379792 40.29220898583256 40.29220898583256 58508.55180560006 58471.51146990014 18.20333996350827 18.20333996350827 18.248926982765514 1.6979525185538091 0.7822438644983984 0.250973868702406 186.9844062856675 56.3931623005697 0.001331685357358059 19.6014894057405 20.312331720831395 19.904523224589823 0.7950000000000002 """""" """""" """""" """""" 0 False True all False False 0 0.7822438644983984 0.250973868702406 186.9844062856675 56.3931623005697 0.001331685357358059 19.6014894057405 20.312331720831395 19.904523224589823 0.7950000000000002 False False 0.3 0.7 1.5 0.02 8 3 37.040335699915886 0.250973868702406 0.7822438644983984 0.40780849624157156 0.3208383984748018 2.1089917573231247 1.655596241824309 False 0.108 Inputed -20.205506451715724 -20.251093470972968 """""" """""" """"""
-0.13468960062659457 0.2816420625286471 -12.260407064805927 19.00929140895078 4963.294000592339 197.83302560046118 24 15 15 54.93130789976567 56 True True 2020sk 196.20699999999997 10.75981111111111 SNIa 0.087 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 196.20699999999997 10.75981111111111 TNS 2020sk ZTF20aaevgyr 2020sk SNIa 0.087 0.1776980550112306 0.5239600604371937 0.257739394522126 0.3420174825985711 0.5239600604371937 0.7249574113997106 16.169854567109464 16.169854567109464 38.7614533326562 38.7614533326562 58872.54546299996 58853.52289350005 18.69824806344755 18.866238290531694 18.69824806344755 1.1840355075576305 1.9492877797904722 2.793292957013016 196.206215048569 10.7597252625888 0.0011254726225304879 16.464864739030602 17.73322968387842 16.878671209032536 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.9492877797904722 2.793292957013016 196.206215048569 10.7597252625888 0.0011254726225304879 16.464864739030602 17.73322968387842 16.878671209032536 1.0 False False 0.3 0.7 1.5 0.02 8 3 19.022569499909878 2.793292957013016 1.9492877797904722 0.8545584748458843 1.4329813103908473 -1.1330086066532736 -1.8195768544150148 False 0.087 Inputed -19.277126389853176 -19.109136162769033 """""" """""" """"""
-0.0409332518560551 0.3954195809825075 -8.319560908782027 19.407162195046297 6326.7750486880295 170.35320494679567 20 19 19 55.85274300025776 36 True True 2019dlr 169.3924172 0.5007742 SLSN-I 0.26 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 169.3924172 0.5007742 TNS 2019dlr ZTF19aaohuwc 2019dlr SLSN-I 0.26 -0.16806710040501116 0.1455752343544674 -0.09695376505471742 -0.021126761454862475 0.1455752343544674 0.3339243163203811 38.26153340129695 38.26153340129695 17.59120959896081 17.59120959896081 58580.252210599836 58556.33747689985 18.98452295215294 18.98452295215294 19.13265271113043 0.40714014777526963 0.7 7.797154655419565 169.391155961299 0.499013399573348 0.1338569961575331 21.52545384455919 22.173127304046155 21.79304912263155 0.7333333333333334 """""" """""" """""" """""" 0 False True all False False 0 0.7 7.797154655419565 169.391155961299 0.499013399573348 0.1338569961575331 21.52545384455919 22.173127304046155 21.79304912263155 0.7333333333333334 False False 0.3 0.7 1.5 0.02 8 3 23.914733699988574 0.0 0.0 0.0 0.0 4.655477047847061 4.13734728886957 True 0.26 Inputed -21.284748860368296 -21.432878619345786 """""" """""" """"""
-0.13037549998188613 0.38255554981119116 -12.766454927009306 18.42296520884634 5149.556043191068 170.68338727156788 23 11 11 23.00482639996335 31 True True 2020bds 10.189583333333331 8.991019444444444 SNIa 0.0663 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 10.189583333333331 8.991019444444444 TNS 2020bds ZTF20aahirqq 2020bds SNIa 0.0663 0.14110372906508672 0.5394244326419262 0.23198841886173582 0.3284960016493841 0.5394244326419262 0.776120227486917 7.620897648790965 7.620897648790965 15.383928751172384 15.383928751172384 58885.13204859989 58872.11480320012 18.097227031263596 18.231933609443157 18.097227031263596 1.1637181940403647 1.108687019424059 1.1780065568406923 10.18925241959585 8.99100375628612 0.00017749384963072767 15.736832141108513 16.534546569304467 16.081324767186643 0.755 """""" """""" """""" """""" 0 False True all False False 0 1.108687019424059 1.1780065568406923 10.18925241959585 8.99100375628612 0.00017749384963072767 15.736832141108513 16.534546569304467 16.081324767186643 0.755 False False 0.3 0.7 1.5 0.02 8 3 13.01724539976567 1.1780065568406923 1.108687019424059 0.4532218021178238 1.0625239911734905 -1.6973870401386897 -2.015902264076953 False 0.0663 Inputed -19.278206310421826 -19.143499732242265 """""" """""" """"""
-0.012538894074123983 0.29155958023957407 -11.074001006495536 19.86946543716531 4099.390037989006 220.009673154521 64 29 29 70.81317130010575 39 True True 2021aff 151.60894166666662 6.912177777777778 SNII 0.051 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 151.60894166666662 6.912177777777778 TNS 2021aff ZTF21aadacxv 2021aff SNII 0.051 0.48168815542690524 0.8497350843843314 0.5676773404909667 0.657585549344958 0.8497350843843314 1.0593561655905717 127.07132464927227 127.07132464927227 -56.25815334916652 -56.25815334916652 59262.250150499865 59222.39984950004 19.613119076642622 19.875926270554242 19.613119076642622 0.4330133734981427 2.867983502353028 3.3954344746146323 151.609091394069 6.9131091680673205 0.002605285841915106 16.704006988345384 17.222581079007387 16.915207463243604 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7302843481483596 0.6954281034211972 151.608751642807 6.91221937468103 0.002822092994949732 20.53630486965537 20.55091216698408 20.841173695824146 0.29 False False 0.3 0.7 1.5 0.02 8 3 39.85030099982396 3.3954344746146323 2.867983502353028 0.3073736157637832 1.1839100440532029 -2.6533451915468547 -2.697911613399018 False 0.051 Inputed -17.184931724455843 -16.922124530544224 """""" """""" """"""
-0.008697205664506803 0.4029116155578075 -21.306160637232793 19.80853985504627 5879.617766819783 156.014066589295 61 40 40 58.04021990019828 48 True True 2021jwd 173.54863749999998 31.82378611111111 SNII 0.064 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 173.54863749999998 31.82378611111111 TNS 2021jwd ZTF21aavrvuj 2021jwd SNII 0.064 0.03841058931169172 0.4486244965239372 0.13103512176094867 0.23006152240508726 0.4486244965239372 0.69688643882197 88.24456638284964 88.24456638284964 -30.20434648265136 -30.20434648265136 59322.207372699864 59317.17734949989 19.56868758985096 19.56868758985096 19.636797194825515 0.6584921520174517 4.956244703917 11.447563862266007 173.545143115539 31.822647672497652 0.0028231119501235247 14.650029294145703 15.594824400837421 14.986547245565653 1.0 """""" """""" """""" """""" 3 False True all False False 0 0.7 4.9542067765778 173.547375274803 31.8229237792047 0.39582473364903703 24.310915723371505 24.45483318428278 22.30101924237251 0.175 False False 0.3 0.7 1.5 0.02 8 3 5.030023199971765 11.447563862266007 4.956244703917 0.6082771552717681 2.3097253154628974 -3.9738631890135387 -4.650249949259862 False 0.064 Inputed -17.660834688851054 -17.72894429382561 """""" """""" """"""
-0.15182382973401914 0.14019843081867345 -11.808142672771922 17.704256472912796 4958.334954843463 56.2353616902783 42 20 20 32.03077539987862 102 True True 2021mry 166.9944583333333 36.875638888888886 SNIa 0.026822 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 166.9944583333333 36.875638888888886 TNS 2021mry ZTF21abbyhvw 2021mry SNIa 0.026822 0.42595656112276004 2.253552552362848 0.7746624626633078 1.188498854956677 2.253552552362848 3.721751702813144 19.161472061883806 19.161472061883806 12.869303337994813 12.869303337994813 59371.223275499884 59353.194294000044 17.276115471813796 17.4840125853295 17.276115471813796 3.91422821755494 5.64776007579716 16.146917183596667 166.99817769641902 36.87228256520935 0.001651936581312352 13.250762422972322 14.145612996664049 13.528046065881252 0.985 """""" """""" """""" """""" 6 False True all False False 0 0.7 2.6380253855288833 166.995374204546 36.8756244200483 0.15755545248849645 24.325411900806426 22.870717914001943 24.753530367373227 0.125 False False 0.3 0.7 1.5 0.02 8 3 18.028981499839574 16.146917183596667 5.64776007579716 0.6175669307827967 2.8589948876887425 -3.3383995886654496 -3.7480694059325437 False 0.026822 Inputed -18.11381513841284 -17.905918024897137 """""" """""" """"""
-0.17277074252882774 0.2258246834251626 -15.482719996623718 18.2488908269883 6062.755621677074 114.08724548936769 42 24 24 68.87541670026258 35 True True 2021agu 193.60077916666665 7.0427277777777775 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 193.60077916666665 7.0427277777777775 TNS 2021agu ZTF21aaflzqy 2021agu SNIa 0.05 -0.004896483590350442 0.5661408496099405 0.11917074978177311 0.2551384017249312 0.5661408496099405 0.9355097705903503 16.12583503114591 16.12583503114591 52.749581669116665 52.749581669116665 59250.477870400064 59227.48186339997 17.83071092921816 17.83071092921816 17.845143872845192 3.5010671723820224 1.493541841934581 1.3776801522572317 193.60039910036 7.042792368611855 0.0030847578543534704 18.78550705955744 19.13487066701889 18.894101198852063 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.493541841934581 1.3776801522572317 193.60039910036 7.042792368611855 0.0030847578543534704 18.78550705955744 19.13487066701889 18.894101198852063 1.0 False False 0.3 0.7 1.5 0.02 8 3 22.996007000096142 1.3776801522572317 1.493541841934581 0.2407694681668282 0.9224248786178807 1.304159737800731 1.048957326006871 False 0.05 Inputed -18.909394758330084 -18.923827701957116 """""" """""" """"""
-0.06834715112549286 0.47527188374536755 -7.777382599129464 16.49601838263076 5993.566855537159 167.85736440808734 36 23 23 73.01680560037494 188 True False 2019dnz 297.13115333333 2.9137498055555 SNIIn 0.025 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 297.13115333333 2.9137498055555 TNS 2019dnz ZTF19aaqasrq 2019dnz SNIIn 0.025 -0.10580297912451186 0.23114225303422842 -0.029402785623545924 0.05205935976849929 0.23114225303422842 0.4334831024260808 25.08730035229303 25.08730035229303 47.92950524808191 47.92950524808191 58607.4228356001 58585.44182869978 16.263244818770673 16.263244818770673 16.425007177309933 1.5870211608246512 12.711782087433916 41.73153271080482 297.12040699 2.90936909 0.0013175825072876401 10.562520087575912 13.088504152870179 12.449556738853454 0.5 """""" """""" """""" """""" 93 False True all False False 0 0.7 3.061052042513256 297.13040625 2.913342 0.03950622152151129 22.10526407442093 20.810117488002778 22.301992113494872 1.0 False False 0.3 0.7 1.5 0.02 8 3 21.98100690031424 41.73153271080482 12.711782087433916 0.6389474140167248 3.2829018326280184 -3.1747406659004938 -3.9754504384564786 False 0.025 Inputed -18.811177593597808 -18.972939952137068 """""" """""" """"""
-0.16991683535020327 0.2661909133854221 -7.810617652924802 18.879616793839176 5739.454766558663 186.03116156258798 44 32 32 56.942824099678546 57 True True 2020lhh 220.54161666666664 11.155925 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 220.54161666666664 11.155925 TNS 2020lhh ZTF20abcsbux 2020lhh SNIa 0.09 -0.056380985592767274 0.2564197542907678 0.01529320305106907 0.09119708769267376 0.2564197542907678 0.44080457234148085 13.932238209160328 13.932238209160328 43.01058589051822 43.01058589051822 59009.25434029987 58995.30083330022 18.378015378428177 18.378015378428177 18.54425887496711 1.2194419621539156 1.0512741514716732 0.4084048297888599 220.541621373946 11.1560383517419 0.0058044563374559655 20.748570731853846 21.104083374580146 20.934357629829645 0.9375 """""" """""" """""" """""" 0 False True all False False 0 1.0512741514716732 0.4084048297888599 220.541621373946 11.1560383517419 0.0058044563374559655 20.748570731853846 21.104083374580146 20.934357629829645 0.9375 False False 0.3 0.7 1.5 0.02 8 3 13.953506999649107 0.4084048297888599 1.0512741514716732 0.16972574475050095 0.38848556222669045 2.7260679961519685 2.390098754862535 False 0.09 Inputed -19.506125770212126 -19.67236926675106 """""" """""" """"""
-0.10045137444320644 0.448736881103526 3.212139108802908 16.8969302694081 3313.3866042901523 275.7580039070887 30 26 26 69.82546300021932 50 True False 2019dma 343.70769291666 36.543624083333 SNII 0.017 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 343.70769291666 36.543624083333 TNS 2019dma ZTF19aaprvar 2019dma SNII 0.017 0.7824695575288771 1.1158697982214747 0.8615495712463606 0.9434206020559266 1.1158697982214747 1.3005149774993008 11.208716101470005 11.208716101470005 58.61674689874931 58.61674689874931 58607.49586809985 58607.47646989999 16.960535271701254 17.828119839762557 16.960535271701254 5.521015867905245 7.201030699594873 4.555507378652612 343.70788911 36.54236852 0.004417943213777198 15.246965493392944 15.962482471752168 19.608022537899018 1.0 """""" """""" """""" """""" 2 False True all False False 0 0.7 3.494602137281599 343.70811017 36.54271308 0.08252585266146073 22.81 21.425692005109788 16.00618315243721 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.01939819986000657 4.555507378652612 7.201030699594873 -3.6455400661468502 0.6326187970437208 -1.8656373680103897 2.647487266197764 False 0.017 Inputed -17.433793953243434 -16.56620938518213 """""" """""" """"""
-0.22486782103776706 0.18238469047356065 -8.08361254436535 17.364589675416546 5237.266433732648 96.72978543442247 56 42 42 64.89614590024576 44 True True 2020lil 219.49858333333333 9.388538888888888 SNIa 0.0307 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 219.49858333333333 9.388538888888888 TNS 2020lil ZTF20abcsjtx 2020lil SNIa 0.0307 0.1289427685752571 0.8942790386814892 0.2917284708362686 0.472526538808669 0.8942790386814892 1.4080861072167536 13.44023877135356 13.44023877135356 51.45590712889219 51.45590712889219 59012.23128469987 58998.2747105998 16.909826590628366 16.960631428984655 16.909826590628366 7.493145284426542 4.958560514830218 2.5695191804622057 219.498949419307 9.387923264111354 0.0027005667963416746 15.620097598785161 16.36879675965786 15.854536236331462 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 4.958560514830218 2.5695191804622057 219.498949419307 9.387923264111354 0.0027005667963416746 15.620097598785161 16.36879675965786 15.854536236331462 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 13.956574100069702 2.5695191804622057 4.958560514830218 0.5142605233263993 0.5181986128387881 -0.5918346693267935 -1.055290354296904 False 0.0307 Inputed -18.775432716636566 -18.724627878280277 """""" """""" """"""
-0.1604647300205218 0.38767677160028025 -7.69532112519019 18.23944611694737 5795.132847667094 162.0436598140982 55 24 24 34.16758110001683 58 True True 2020bqr 119.01179166666665 33.78716111111111 SNIa 0.0629 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 119.01179166666665 33.78716111111111 TNS 2020bqr ZTF20aalejtl 2020bqr SNIa 0.0629 -0.061744324973130205 0.3019955620389645 0.020527335059288276 0.10839037523103912 0.3019955620389645 0.5214021656269772 12.184806958397719 12.184806958397719 21.982774141619114 21.982774141619114 58895.169375000056 58881.19449070003 17.893078056810747 17.893078056810747 18.085786815927847 1.22086503584443 1.1853455842905014 1.337091550038608 119.011364121036 33.7872692051707 0.0004759144204169452 16.822762338083983 18.07076055556774 17.258961370980742 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.1853455842905014 1.337091550038608 119.011364121036 33.7872692051707 0.0004759144204169452 16.822762338083983 18.07076055556774 17.258961370980742 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 13.974884300027043 1.337091550038608 1.1853455842905014 0.8117991845869987 1.12801833301546 0.17768249875699382 -0.8268254449471044 False 0.0629 Inputed -19.173653908151692 -19.366362667268792 """""" """""" """"""
-0.16178724887679113 0.16627346904709828 -13.062226177071704 17.99774105833597 5515.653865608353 107.04526182115946 83 53 53 72.83278940012679 42 True True 2021ckc 178.6487125 25.38343611111111 SNIa 0.053072 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 178.6487125 25.38343611111111 TNS 2021ckc ZTF21aaifyvi 2021ckc SNIa 0.053072 0.10918578467370565 0.7776060260685469 0.2535235078811908 0.4123078379484504 0.7776060260685469 1.214898588257146 19.91653599470247 19.91653599470247 52.916253405424314 52.916253405424314 59274.37940970017 59252.490034699906 17.457795016146115 17.471979606248876 17.457795016146115 4.4450470036409 2.424583577546432 5.7872556196613685 178.64959105952101 25.3820381662917 0.0021248741903222568 16.107419748213886 17.217298004775046 16.58428248028934 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.424583577546432 5.7872556196613685 178.64959105952101 25.3820381662917 0.0021248741903222568 16.107419748213886 17.217298004775046 16.58428248028934 1.0 False False 0.3 0.7 1.5 0.02 8 3 21.88937500026077 5.7872556196613685 2.424583577546432 0.6330155244857067 2.3869070438552615 -0.25468160147383045 -0.8735125358567757 False 0.053072 Inputed -19.427787563151004 -19.413602973048242 """""" """""" """"""
-0.1637212574228183 0.12839017007637127 -7.824429361594345 18.958444948284345 4797.922543227428 72.7885267380378 88 50 50 44.8774769003503 58 True False 2021mep 293.06089583333335 79.54061666666666 SNIa 0.052 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 293.06089583333335 79.54061666666666 TNS 2021mep ZTF21aazsylk 2021mep SNIa 0.052 0.3053294707118148 1.5217423751473156 0.5517789716779902 0.8338404544852906 1.5217423751473156 2.4088857355470665 18.69456156127375 18.69456156127375 26.18291533907655 26.18291533907655 59353.45256939996 59339.471238399856 18.532345877107268 18.658370786980587 18.532345877107268 0.8164505445029813 2.098761152483196 7.834103563565785 293.05129421 79.54191962 0.012011940601416637 17.96433116774559 18.29432636833191 18.116084571123125 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 1.754891043931171 293.06195458 79.54016869 0.05881513761947599 23.708379346585275 25.556281360387803 25.06351755247116 0.85 False False 0.3 0.7 1.5 0.02 8 3 13.981331000104547 7.834103563565785 2.098761152483196 0.1782417972087842 3.732727544674005 -0.3640444186486782 -0.41626130598414335 False 0.052 Inputed -18.30838079972761 -18.18235588985429 """""" """""" """"""
-0.18858613106301148 0.24642468770348774 -9.825776834761873 15.746075330626041 5270.947240642858 145.80128956459902 63 24 24 70.98315969994292 77 True True 2018iuu 171.83841708333 59.630061 SNIa 0.01706 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 171.83841708333 59.630061 TNS 2018iuu ZTF18acqqyah 2018iuu SNIa 0.01706 0.09563619016445024 0.5572184628679864 0.19923925090205863 0.3104275060817159 0.5572184628679864 0.839590430671393 15.637830963479152 15.637830963479152 55.34532873646376 55.34532873646376 58461.467951400205 58443.43171299994 15.308409053778476 15.308409053778476 15.994999671276432 35.41875990852172 7.51349484313786 19.50176498119321 171.8300635163455 59.6266688579201 0.0029803120781637382 13.442194616627694 14.256439838925004 13.922265959112643 1.0 """""" """""" """""" """""" 14 True True all False False 0 4.4026553378019715 3.311824208324586 171.837842712042 59.629188084854704 0.06604519453852897 20.094612355850934 18.575895217330455 20.004612781305312 0.2916666666666667 False False 0.3 0.7 1.5 0.02 8 3 18.036238400265574 19.50176498119321 7.51349484313786 0.33417387981236146 2.5955650983116523 -1.0519692148534716 -2.0727337121637888 False 0.01706 Inputed -18.407013404136833 -19.09360402163479 """""" """""" """"""
-0.5086083429055828 0.05841756074373798 -4.532291983235964 18.889849189578413 4630.178550055608 99.82866093914481 38 19 19 53.97913199989125 233 True True 2020kyg 197.9150125 22.91551388888889 SNIa 0.008736 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 197.9150125 22.91551388888889 TNS 2020kyg ZTF20abaunmw 2020kyg SNIa 0.008736 0.2615684383466075 1.0624401081734938 0.43327408670349143 0.6229885376147557 1.0624401081734938 1.593502913034179 7.037458555600187 7.037458555600187 46.94167344429106 46.94167344429106 58997.214224500116 58991.2286111 18.238169372260007 18.238169372260007 18.266750598852376 6.348308048701313 9.708004561223175 35.411949012435116 197.904333056498 22.91548971339035 0.001958806412998171 11.586504018146991 13.886713617838621 11.999142306798696 0.7357142857142858 """""" """""" """""" """""" 125 False True all False False 0 0.7 4.243134208731754 197.91550603 22.91442643 0.11425929784592281 22.81 23.64 21.272493312627077 0.5 False False 0.3 0.7 1.5 0.02 8 3 5.985613400116563 35.411949012435116 9.708004561223175 1.8875713110399257 3.647706260242355 -4.351455754421385 -6.26760829205368 False 0.008736 Inputed -14.677260382717538 -14.705841609309907 """""" """""" """"""
-0.15766506262350383 0.3309950262237206 -6.9384689750029125 19.052635385666132 5180.172873521084 109.21782842561616 44 25 25 33.03594909980893 35 True True 2020adbk 124.85606666666665 31.10345277777778 SNIa 0.083 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 124.85606666666665 31.10345277777778 TNS 2020adbk ZTF20acxqnhn 2020adbk SNIa 0.083 0.115460750923706 0.7708211874113609 0.2574126392286118 0.4132673497134398 0.7708211874113609 1.1973524061472638 10.97891609271955 10.97891609271955 22.05703300708938 22.05703300708938 59210.26281249989 59199.35809030011 18.72426156175568 18.72426156175568 18.82019583306649 0.7703540544173274 1.9735897032994736 1.9287142709436735 124.8561867345785 31.102926980209602 0.002306596493703461 17.64088405146599 18.433110047872066 17.96904950442672 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.9735897032994736 1.9287142709436735 124.8561867345785 31.102926980209602 0.002306596493703461 17.64088405146599 18.433110047872066 17.96904950442672 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.904722199775279 1.9287142709436735 1.9735897032994736 0.46406054344534553 0.9772620254955847 -0.29115151388361227 -0.8511463286397678 False 0.083 Inputed -19.05109764707185 -19.14703191838266 """""" """""" """"""
-0.16465735766565243 0.31146034399287076 -6.019137106863367 18.09982165328757 5802.708412675117 168.86969095790354 49 29 29 45.01863420009613 57 True True 2019zrg 31.455075 27.84580833333333 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 31.455075 27.84580833333333 TNS 2019zrg ZTF19adbnfne 2019zrg SNIa 0.06 -0.07858050936788885 0.26382203604742926 -0.0008502941971144651 0.08196581022557936 0.26382203604742926 0.4690170858327747 14.022797095837348 14.022797095837348 30.995837104258783 30.995837104258783 58859.08531250013 58846.12768519996 17.577752051189886 17.577752051189886 17.753526381618542 3.1833220359175587 2.4689695823330786 3.644668984711678 31.4540289897303 27.845396575559953 0.0021675778867600304 16.678988528194427 17.324147397117613 17.015895285305977 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.4689695823330786 3.644668984711678 31.4540289897303 27.845396575559953 0.0021675778867600304 16.678988528194427 17.324147397117613 17.015895285305977 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 12.957627300173044 3.644668984711678 2.4689695823330786 0.3082521118116368 1.4761903146929862 -0.25360465407227295 -0.7376310963125654 False 0.06 Inputed -19.40197459957926 -19.577748930007914 """""" """""" """"""
-0.2125468353091297 0.16054424273793902 -9.418631720914444 16.745595499487358 5185.961412793712 68.25624458265713 61 33 33 52.989548600278795 96 True False 2020du 20.489416666666667 50.04663055555555 SNIa 0.020888 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 20.489416666666667 50.04663055555555 TNS 2020du ZTF20aacevxq 2020du SNIa 0.020888 0.22809359400852713 1.491266213519019 0.47992218208239024 0.7710699267983472 1.491266213519019 2.4361807817196173 14.175274690464624 14.175274690464624 38.81427390981417 38.81427390981417 58867.112372700125 58852.12450229982 16.227886027385512 16.281034919606906 16.227886027385512 4.589477907130782 8.196585195470007 15.896836365026934 20.48266472 50.04746713 0.0011843887522143826 12.424613540935516 13.536286304473878 12.766591269874572 0.42000000000000004 """""" """""" """""" """""" 4 False True all False False 0 0.9192470583404384 3.545936074371918 20.49037279 50.04740076 0.010276268151316104 19.863012748813627 20.465401697731018 20.1128411447525 1.0 False False 0.3 0.7 1.5 0.02 8 3 14.987870400305837 15.896836365026934 8.196585195470007 0.7696950345993052 1.9394462432736759 -2.7447486151330285 -3.46129475751094 False 0.020888 Inputed -18.615832129678946 -18.562683237457552 """""" """""" """"""
-0.22460382299729958 0.11787643094661876 -4.094822121740265 18.318661564341394 4520.158858648037 58.09518371692749 28 14 14 40.09606490004808 83 True True 2019fch 181.00421458333 65.096325416666 SNIa 0.03942 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 181.00421458333 65.096325416666 TNS 2019fch ZTF19aauhwbp 2019fch SNIa 0.03942 0.3436230790057806 2.01645576319347 0.6650158925298122 1.0449297108183018 2.01645576319347 3.3452158981837314 15.408322443302813 15.408322443302813 24.687742456745262 24.687742456745262 58622.16567130014 58612.18203700008 17.848150640786514 17.848150640786514 18.313992809148154 3.5935790527772515 3.387129297202085 5.812092107203976 181.0009127219775 65.09714601265074 0.0005976826847037264 13.996606094107628 15.165845460625887 14.436899922670722 0.93 """""" """""" """""" """""" 0 False True all False False 0 3.387129297202085 5.812092107203976 181.0009127219775 65.09714601265074 0.0005976826847037264 13.996606094107628 15.165845460625887 14.436899922670722 0.93 False False 0.3 0.7 1.5 0.02 8 3 9.983634300064296 5.812092107203976 3.387129297202085 0.7289455379551644 1.7159345266225932 -2.6823051801606272 -3.877092886477431 False 0.03942 Inputed -17.918790601650482 -18.38463277001212 """""" """""" """"""
-0.12182086809658348 0.36145887069119503 -1.353024219684304 18.67257959310853 5245.671976435204 112.46919885842539 43 24 24 38.93848379980773 66 True False 2020acei 146.02345416666662 -18.192091666666666 SNIa 0.082 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 146.02345416666662 -18.192091666666666 TNS 2020acei ZTF20acwpfvq 2020acei SNIa 0.082 0.02389929404502311 0.6172918390289119 0.15266719658011496 0.2938924747559639 0.6172918390289119 1.0019963847837197 13.961694122442113 13.961694122442113 24.976789677365616 24.976789677365616 59200.421354200225 59193.459942100104 18.331452838294815 18.331452838294815 18.4548107218474 1.331894873452816 1.1029617371068532 1.862422288702673 146.02297335 -18.19184879 0.006419232699798938 20.095665983247756 23.64 20.214019110822676 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.1029617371068532 1.862422288702673 146.02297335 -18.19184879 0.006419232699798938 20.095665983247756 23.64 20.214019110822676 1.0 False False 0.3 0.7 1.5 0.02 8 3 6.961412100121379 1.862422288702673 1.1029617371068532 3.4259808891773247 1.6885647308019394 5.308547161705185 1.7592083889752743 False 0.082 Inputed -19.389689780599138 -19.513047664151724 """""" """""" """"""
-0.19162720905975122 0.22483334559711068 -8.631096196214006 18.064053635087674 5384.997614915515 138.8007739065863 49 26 26 62.935810199938715 51 True True 2021tif 229.0189333333333 19.86038611111111 SNIa 0.04929 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 229.0189333333333 19.86038611111111 TNS 2021tif ZTF21ablqsnv 2021tif SNIa 0.04929 0.05739189195803718 0.532784590313117 0.1634329828494785 0.2776967663696972 0.532784590313117 0.8267480604202149 15.177174854778112 15.177174854778112 47.758635345160606 47.758635345160606 59423.226666700095 59407.206412000116 17.6289965484118 17.6289965484118 17.788933082817366 2.7092748046298656 3.0625755729348296 7.140789491595126 229.017001291027 19.859590812063253 0.0016021284821363668 15.156487809951305 16.281254564630984 15.548520639897585 0.9800000000000001 """""" """""" """""" """""" 2 False True all False False 0 1.0121404607179687 4.1149292292217865 229.0179043294 19.8597779281258 0.010842318220107505 19.570364758720398 22.523158915205002 21.22013952896595 0.0875 False False 0.3 0.7 1.5 0.02 8 3 16.020254699978977 7.140789491595126 3.0625755729348296 0.7327339247333988 2.3316288272854577 -1.3477419837808142 -2.24041244291978 False 0.04929 Inputed -18.93418581238667 -19.094122346792236 """""" """""" """"""
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-0.14863973869501246 0.2644106409231806 -6.846679322402778 18.829403856349245 5110.2359117096585 185.58447659453304 26 13 13 40.004398100078106 53 True True 2019mrj 236.67979 28.197915 SNIa 0.0763 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 236.67979 28.197915 TNS 2019mrj ZTF19abnktws 2019mrj SNIa 0.0763 0.09631463065319679 0.4481179961612405 0.17712259345612225 0.26256116138303653 0.4481179961612405 0.6546529796984188 16.08269721221397 16.08269721221397 23.921700887864137 23.921700887864137 58711.15069440007 58697.1708217999 18.47695814172883 18.47695814172883 18.5604725440898 1.3990438607076179 1.9279202171684953 11.979261171741268 236.6834939250085 28.198560640245752 0.0038743031662329397 15.554371326099037 16.81287798431039 15.985752955834867 0.975 """""" """""" """""" """""" 2 False True all False False 0 1.9131065548759982 6.164923415962718 236.68059504 28.19947359 0.00989768873233865 18.242135739398 23.021538564109804 22.076028009867667 0.95 False False 0.3 0.7 1.5 0.02 8 3 13.97987260017544 11.979261171741268 1.9279202171684953 0.8271250284755229 6.213566860839818 -1.6640801574184394 -2.5747195882549345 False 0.0763 Inputed -19.124869297139764 -19.208383699500736 """""" """""" """"""
-0.2132513701557261 0.1391154613006571 -6.038719529981217 19.105883388291772 5991.515128149638 89.22521309519364 84 40 40 62.94826389988884 45 True True 2020kzk 235.2578208333333 52.86201388888889 SNIa 0.084 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 235.2578208333333 52.86201388888889 TNS 2020kzk ZTF20abavnaw 2020kzk SNIa 0.084 -0.07855980050950251 0.6479778685466329 0.0728457073040083 0.24323993673194266 0.6479778685466329 1.151425611563635 12.358186739406879 12.358186739406879 50.59007716048197 50.59007716048197 59000.40259259986 58991.25510419998 18.397780897998445 18.397780897998445 18.553402900220963 1.5976568849111301 1.399681535168751 10.111111685801502 235.2624660476765 52.86216671583715 0.0035485492487390413 15.91736160134673 17.190109281858803 16.334937735042274 0.9650000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.399681535168751 10.111111685801502 235.2624660476765 52.86216671583715 0.0035485492487390413 15.91736160134673 17.190109281858803 16.334937735042274 0.9650000000000001 False False 0.3 0.7 1.5 0.02 8 3 9.147488399874419 10.111111685801502 1.399681535168751 0.8551715468165284 7.22386588073584 -1.207671616139642 -2.2184651651786886 False 0.084 Inputed -19.34436712986052 -19.499989132083037 """""" """""" """"""
-0.22894508145829812 0.5582331526816507 -12.065249170343865 16.40806176887935 8065.372981579339 173.7266180181118 30 14 14 9.979733800049871 33 True False 2019afb 77.31562 -23.60398 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 77.31562 -23.60398 TNS 2019afb ZTF19aaefsyo 2019afb CV 0.0 -0.39833617690703704 -0.15856211113312568 -0.3442107671715 -0.28633905991195974 -0.15856211113312568 -0.01338336396574391 -8.559193065832176 -8.559193065832176 18.538926865882047 18.538926865882047 59895.35733800009 59894.39765049983 16.240224468984113 16.240224468984113 17.073316936171704 110.90683222236983 0.8837401457026545 0.112561084358901 77.31563237 -23.60395086 0.006707868749582402 21.43987279724479 21.258523467564583 21.713223692274095 0.09999999999999999 """""" """""" """""" """""" 0 False True all False False 0 0.8837401457026545 0.112561084358901 77.31563237 -23.60395086 0.006707868749582402 21.43987279724479 21.258523467564583 21.713223692274095 0.09999999999999999 False False 0.3 0.7 1.5 0.02 8 3 0.9596875002607703 0.112561084358901 0.8837401457026545 -0.4547002247095122 0.12736898386505302 5.01829899858047 4.639906756102391 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.2538237306186163 0.18717623888037102 -10.228297676296542 18.130888359512976 5215.475585678823 64.34982383307444 36 23 23 39.05325230024755 45 True True 2021hyz 141.9021083333333 4.45305 SNIc-BL 0.0461 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 141.9021083333333 4.45305 TNS 2021hyz ZTF21aartgiv 2021hyz SNIc-BL 0.0461 0.2526560670448106 1.6376377839646565 0.5251408092264569 0.8427106629830909 1.6376377839646565 2.696236091421625 11.454518441269965 11.454518441269965 27.598733858977585 27.598733858977585 59322.23607640015 59307.15510419989 17.78185429396607 17.78662450628175 17.78185429396607 2.6306923899776344 3.0708822806239398 6.381294910950496 141.903822410223 4.45257915317751 0.007148118527850689 17.287207852406503 17.696040052270888 17.39267153004408 0.97 """""" """""" """""" """""" 0 False True all False False 0 3.0708822806239398 6.381294910950496 141.903822410223 4.45257915317751 0.007148118527850689 17.287207852406503 17.696040052270888 17.39267153004408 0.97 False False 0.3 0.7 1.5 0.02 8 3 15.080972200259566 6.381294910950496 3.0708822806239398 0.3033685222268083 2.078000498818844 -0.09058445401086246 -0.38918276392199047 False 0.0461 Inputed -18.79433261827663 -18.78956240596095 """""" """""" """"""
-0.11576532168887964 0.2976646667308947 -9.74758711402255 19.34708427450364 4525.029559306441 163.94519661499447 37 17 17 31.045393500011414 39 True True 2019qg 205.25745833333 38.986039888888 SNIc-BL 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 205.25745833333 38.986039888888 TNS 2019qg ZTF18aacdbzx 2019qg SNIc-BL 0.08 0.32302578614391564 0.7898437297359884 0.4294070243532353 0.542451964366574 0.7898437297359884 1.0680281312144686 11.784549454525255 11.784549454525255 19.26084404548616 19.26084404548616 58502.5573148001 58491.49280089978 19.003883934458205 19.39731890768315 19.003883934458205 0.6456420923709235 1.3461731546088527 1.0176327209986327 205.2573231078485 38.9857774821629 0.0004168217358494486 16.501104730966688 17.5697182691139 16.88894317553997 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.3461731546088527 1.0176327209986327 205.2573231078485 38.9857774821629 0.0004168217358494486 16.501104730966688 17.5697182691139 16.88894317553997 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 11.064513900317252 1.0176327209986327 1.3461731546088527 0.6807750935739278 0.7559448927610791 -1.8276006385692511 -2.114940758918234 False 0.08 Inputed -18.786050087613173 -18.392615114388228 """""" """""" """"""
-0.017815811779717465 0.31655324834506027 -1.3508589166278044 17.206146282872517 5265.6240092473 152.32811463236908 78 47 47 70.9024189999327 42 True False 2021tiq 339.22802916666666 -12.56165 SNII 0.02388 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 339.22802916666666 -12.56165 TNS 2021tiq ZTF21ablvzhp 2021tiq SNII 0.02388 0.014323010392935487 0.4283847449385725 0.10754049090787632 0.20739210377949036 0.4283847449385725 0.6802638215888166 70.15592032963684 70.15592032963684 0.7464986702958711 0.7464986702958711 59416.36002309993 59409.41745370021 16.925538714733506 16.925538714733506 16.971344768563256 7.546845855657031 6.452272969097231 12.015383908224766 339.22460976 -12.56163142 0.00415631463773658 14.759321456992627 15.315219707345962 14.988960961556435 1.0 """""" """""" """""" """""" 3 False True all False False 0 0.7 2.1389064113544065 339.22759399 -12.56123457 0.016477605269960227 21.6631406398654 20.363804786539077 19.823189086818694 0.975 False False 0.3 0.7 1.5 0.02 8 3 6.942569399718195 12.015383908224766 6.452272969097231 0.3262587457895272 1.862193984317111 -1.6103190073875435 -1.982383807006821 False 0.02388 Inputed -18.16470074716632 -18.21050680099607 """""" """""" """"""
-0.17564654372127791 0.19430430653013103 -8.184819722841858 17.279648318615507 5484.58770946871 164.82165858390957 27 19 19 74.96171299973503 38 True False 2018koy 85.307332916666 -13.2242 SNIa 0.031 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 85.307332916666 -13.2242 TNS 2018koy ZTF18adaifep 2018koy SNIa 0.031 0.014389223718570321 0.3930577996285578 0.10031700239012764 0.19188969367250763 0.3930577996285578 0.6202025288803128 16.09900461222996 16.09900461222996 58.862708387505066 58.862708387505066 58487.22874999978 58472.2723495001 16.724167963062175 16.724167963062175 16.861200109548594 5.426989229137533 1.0629054962851756 3.523710545305126 85.30798646 -13.22345616 0.011796341319523562 19.96697123208046 19.633044010925293 19.79985802812576 0.86 """""" """""" """""" """""" 0 False True all False False 0 1.0629054962851756 3.523710545305126 85.30798646 -13.22345616 0.011796341319523562 19.96697123208046 19.633044010925293 19.79985802812576 0.86 False False 0.3 0.7 1.5 0.02 8 3 14.956400499679148 3.523710545305126 1.0629054962851756 -0.16681401720046907 3.3151682417866817 2.9088760478631173 2.9386579185771673 False 0.031 Inputed -18.845336840707024 -18.982368987193443 """""" """""" """"""
-0.13556896300310894 0.38889607296539014 -6.962911651789837 19.20473404985434 5550.260694563319 194.76096493877094 35 17 17 19.987222199793905 30 True False 2020yhg 53.30816666666666 -14.676494444444444 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 53.30816666666666 -14.676494444444444 TNS 2020yhg ZTF20acmntog 2020yhg SNIa 0.09 -0.020517970561542143 0.28532900912611225 0.049881923597954625 0.12421618588965444 0.28532900912611225 0.46416162448078424 5.065882868095619 5.065882868095619 14.921339331698286 14.921339331698286 59155.35945599992 59150.29717590008 18.87632630368107 18.87632630368107 18.967439030068448 0.6699497537040734 1.3753180025666933 1.5610279759193242 53.30841406 -14.67613285 0.0004016418849330794 16.204194251322747 16.944022387075425 16.498432661032677 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.3753180025666933 1.5610279759193242 53.30841406 -14.67613285 0.0004016418849330794 16.204194251322747 16.944022387075425 16.498432661032677 0.99 False False 0.3 0.7 1.5 0.02 8 3 5.062280099838972 1.5610279759193242 1.3753180025666933 0.4455897260427477 1.1350305696617429 -1.932303916605644 -2.469006369035771 False 0.09 Inputed -19.082945615110788 -19.174058341498167 """""" """""" """"""
-0.10998394595652752 0.2596478609173166 -34.905623170579865 15.451599346795318 4582.446257873075 719.6817899015967 97 60 60 74.92855329997838 61 True False 2020rxv 67.35807499999999 16.57065 SNIa 0.013786 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 67.35807499999999 16.57065 TNS 2020rxv ZTF20abnbilr 2020rxv SNIa 0.013786 0.2836477879389605 0.3780527198838861 0.3067543052433628 0.33018829032586083 0.3780527198838861 0.42726961369719163 -22.645388867021794 -22.645388867021794 97.57394216700017 97.57394216700017 59064.45361110009 59064.45361110009 15.209775972987423 15.600026066598357 15.209775972987423 5.918818805797445 6.677941566245455 25.59054926853112 67.36102624 16.56412858 0.002916458150603707 12.994821871757507 23.64 12.013597065734864 0.5 """""" """""" """""" """""" 13 False True all False False 0 1.2183863200176785 7.133699203915313 67.35660382 16.57204225 0.028484267963745258 19.545109227466583 23.67558476257324 21.69361357421875 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 25.59054926853112 6.677941566245455 11.626402934265137 3.8321014064995658 8.039973933401644 -3.196178907252559 False 0.013786 Inputed -18.727707829957613 -18.33745773634668 """""" """""" """"""
-0.17089429971160686 0.19421769683095785 -10.116731015193736 18.740250012108156 5784.141245190929 108.89101922984818 59 46 46 64.9287153002806 42 True True 2021hwq 212.3973583333333 11.153097222222222 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 212.3973583333333 11.153097222222222 TNS 2021hwq ZTF21aasbjgq 2021hwq SNIa 0.08 0.0008456548048165757 0.6070992974733507 0.1317096113168894 0.27572213558428516 0.6070992974733507 1.003621196373956 13.452286034315511 13.452286034315511 51.47642926596509 51.47642926596509 59321.3584838002 59307.37887729984 18.162647894137322 18.162647894137322 18.30345541049494 2.0223147010955542 1.9415666468607633 4.524701323260808 212.396492510197 11.15402356017815 0.006066702956489034 18.112101458249093 18.963309869527816 18.437138991600275 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.9415666468607633 4.524701323260808 212.396492510197 11.15402356017815 0.006066702956489034 18.112101458249093 18.963309869527816 18.437138991600275 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.979606500361115 4.524701323260808 1.9415666468607633 0.5261708779275409 2.330438324420439 0.8006619753904936 0.13368358110533407 False 0.08 Inputed -19.486478611576437 -19.627286127934056 """""" """""" """"""
-0.15706829826946606 0.3234695493241321 -8.050747822308542 15.953685476313947 5331.6745939998145 184.48936782760796 87 38 38 72.83827550010756 43 True True 2018big 261.41313833333 59.446776888888 SNII 0.01815 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 261.41313833333 59.446776888888 TNS 2018big ZTF18aasdted 2018big SNII 0.01815 0.04527075999425634 0.38669959889335104 0.12359197466585847 0.20647360611794596 0.38669959889335104 0.5875977257449101 13.052840438837414 13.052840438837414 59.78543506127014 59.78543506127014 58266.322534699924 58252.404675900005 15.641041458543112 15.682915436567276 15.641041458543112 74.92736093879304 4.63432591407789 5.981153147628989 261.40987064359547 59.44674337649235 0.003624367173999943 15.813252913873791 16.2632314983356 15.939439720647336 1.0 """""" """""" """""" """""" 0 False True all False False 0 4.63432591407789 5.981153147628989 261.40987064359547 59.44674337649235 0.003624367173999943 15.813252913873791 16.2632314983356 15.939439720647336 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.917858799919486 5.981153147628989 4.63432591407789 0.32379177768826395 1.2906198783861498 0.5803160617683236 0.2983982621042234 False 0.01815 Inputed -18.896064149038555 -18.85419017101439 """""" """""" """"""
-0.18047395310405312 0.18429344628454739 -21.634786045502505 16.496418986729388 4895.414611342811 270.56872048067567 25 16 16 72.94031250011176 28 True False 2019ahi 207.902495 -8.840079722222 SNIa 0.02835 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 207.902495 -8.840079722222 TNS 2019ahi ZTF19aajwhse 2019ahi SNIa 0.02835 0.2274995530343844 0.48169226689653044 0.2875363488463982 0.3498697405870139 0.48169226689653044 0.6235215660642908 -12.263760776255005 -12.263760776255005 85.20407327636676 85.20407327636676 58524.435914400034 58524.435914400034 16.464457270914213 16.464457270914213 17.028297121327647 5.151253236206894 3.6903658364218512 0.5341005177030005 207.90235046 -8.84011988 0.00142203481483838 15.631308619725704 16.147841016554832 15.76993478461504 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.6903658364218512 0.5341005177030005 207.90235046 -8.84011988 0.00142203481483838 15.631308619725704 16.147841016554832 15.76993478461504 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.0 0.5341005177030005 3.6903658364218512 0.3779062319397912 0.1447283389716343 -0.31661625435938134 -1.2583623367126062 False 0.02835 Inputed -18.482769927148286 -19.04660977756172 """""" """""" """"""
-0.12065462154328987 0.3745976858881522 -2.7132517557318985 18.891867712878167 5883.721393130973 196.38631242974225 25 13 13 27.893426000140607 49 True False 2021hvu 153.40995833333332 -24.520780555555554 SNIa 0.104 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 153.40995833333332 -24.520780555555554 TNS 2021hvu ZTF21aarycyl 2021hvu SNIa 0.104 -0.12307260482510429 0.15534901104265586 -0.05906510987734492 0.008574599618278 0.15534901104265586 0.3184903095616214 12.382491320375879 12.382491320375879 15.510934679764729 15.510934679764729 59314.23157409998 59307.273958299775 18.54254619478338 18.54254619478338 18.65813050816024 0.6065900410055911 1.6026314279882368 0.769760366561702 153.40989592 -24.5209867 0.0012012683703848115 17.53758014540672 18.160974303913118 17.854966321372984 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.6026314279882368 0.769760366561702 153.40989592 -24.5209867 0.0012012683703848115 17.53758014540672 18.160974303913118 17.854966321372984 1.0 False False 0.3 0.7 1.5 0.02 8 3 6.957615800201893 0.769760366561702 1.6026314279882368 0.30600798254013384 0.4803102903878358 -0.3815718908702621 -0.8031641867872565 False 0.104 Inputed -19.712573753664707 -19.828158067041567 """""" """""" """"""
-0.25531863820700895 0.12132052126181449 -12.614586953162434 18.763803189444666 4863.630407555478 184.92184323138122 41 31 31 68.81688660010695 53 True True 2019crr 237.83819208333 8.2714798888888 SNIa 0.0701 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 237.83819208333 8.2714798888888 TNS 2019crr ZTF19aanuuen 2019crr SNIa 0.0701 0.21918437636249166 0.6023920977672788 0.3073304843403406 0.4004385199861886 0.6023920977672788 0.8268601687050641 9.566582962928798 9.566582962928798 59.250303637178156 59.250303637178156 58586.37696760008 58572.457314800005 18.207592720826383 18.223092629605013 18.207592720826383 2.336004063737651 2.2695904527496404 1.7083952749866376 237.83775448124948 8.27167397540541 0.001228247125946158 16.550435621330738 17.34592932214737 16.849594284659624 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.2695904527496404 1.7083952749866376 237.83775448124948 8.27167397540541 0.001228247125946158 16.550435621330738 17.34592932214737 16.849594284659624 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 13.91965280007571 1.7083952749866376 2.2695904527496404 0.49633503748774643 0.7527328434594412 -0.8771633074576428 -1.3579984361667599 False 0.0701 Inputed -19.290721807204967 -19.275221898426338 """""" """""" """"""
-0.04056200064326033 0.37230864490346327 -26.769555820094872 17.791059353767682 4548.369291190506 175.35629373618917 31 20 20 68.75695599988103 42 True True 2019vjl 147.3487375 1.1463277777777778 SNII 0.025017 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 147.3487375 1.1463277777777778 TNS 2019vjl ZTF19acvtrxj 2019vjl SNII 0.025017 0.47871862492289097 0.950524238888633 0.5870535038894467 0.7016062049858789 0.950524238888633 1.2279618956915321 4.542017120226948 4.542017120226948 64.21493887965408 64.21493887965408 58819.501944399904 58812.54893520009 17.64767315540416 18.278117955704992 17.64767315540416 2.354966770611985 4.353894560053156 12.244618944327518 147.34545697974448 1.145427101899915 0.0008301542465470879 13.058421300127506 13.949379471855163 13.330271815271377 0.835 """""" """""" """""" """""" 0 False True all False False 0 4.353894560053156 12.244618944327518 147.34545697974448 1.145427101899915 0.0008301542465470879 13.058421300127506 13.949379471855163 13.330271815271377 0.835 False False 0.3 0.7 1.5 0.02 8 3 6.953009199816734 12.244618944327518 4.353894560053156 0.6191076565837861 2.81233704111062 -4.328738483849829 -4.317401340132783 False 0.025017 Inputed -17.58999697340861 -16.959552173107777 """""" """""" """"""
-0.008912811028716645 0.06698123267789186 -2.2367036236023194 18.307777615147536 3500.1978933850637 181.64265490902363 85 48 48 69.01195599976927 45 True True 2020wgp 120.51835416666665 27.22501944444444 SNII 0.02222 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 120.51835416666665 27.22501944444444 TNS 2020wgp ZTF20acitoie 2020wgp SNII 0.02222 0.7172563996816379 1.2270821233788212 0.834863322336652 0.9588413558687705 1.2270821233788212 1.5244793772271095 358.08647383845897 358.08647383845897 -289.0745178386897 -289.0745178386897 59192.45827550022 59135.44488430023 18.006441494443077 18.263487631955247 18.006441494443077 3.379762390198668 7.087473637935165 2.673978255449245 120.517526700264 27.224917895274352 0.0017586460459686482 14.154277284286021 15.083089228260517 14.417926780009271 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 7.087473637935165 2.673978255449245 120.517526700264 27.224917895274352 0.0017586460459686482 14.154277284286021 15.083089228260517 14.417926780009271 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 57.01339119998738 2.673978255449245 7.087473637935165 0.6651624482512464 0.3772822859103107 -3.1803984036947295 -3.5885147144338063 False 0.02222 Inputed -16.972244255066926 -16.715198117554756 """""" """""" """"""
-0.04394018289904909 0.5385741093690557 -21.948000497357466 18.726628194170118 5503.209779362598 159.46943123195751 107 68 68 57.95871530007571 52 True False 2020km 69.28724166666666 72.46025 SNIIn 0.1029 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 69.28724166666666 72.46025 TNS 2020km ZTF20aaaddgy 2020km SNIIn 0.1029 0.13571839781180373 0.5641658508886707 0.2328425791408435 0.3364110548710926 0.5641658508886707 0.8217418607077569 32.05374323556261 32.05374323556261 25.904972064513103 25.904972064513103 58886.14118060004 58846.22290509986 18.417302281922595 18.476825190795022 18.417302281922595 1.0857149316621781 1.441612656290438 2.028374380226234 69.28537243 72.46026116 0.0041541349764476765 18.99571976251602 19.214091094589232 19.34960787372589 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.441612656290438 2.028374380226234 69.28537243 72.46026116 0.0041541349764476765 18.99571976251602 19.214091094589232 19.34960787372589 1.0 False False 0.3 0.7 1.5 0.02 8 3 39.91827550018206 2.028374380226234 1.441612656290438 -0.13551677913665827 1.4070176003071815 0.73726590379421 0.9323055918032956 False 0.1029 Inputed -19.92982024164908 -19.87029733277665 """""" """""" """"""
-0.16839931904247768 0.26983976910304674 -1.924742021977607 19.095724471674323 3893.4191033810257 191.82317835643516 31 20 20 33.92747680004686 94 True True 2019hax 244.80515083333 34.165269694444 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 244.80515083333 34.165269694444 TNS 2019hax ZTF19aawyepw 2019hax SNIa 0.06 0.502614447334043 0.935082243084846 0.6026664069356897 0.7079468279357144 0.935082243084846 1.1859185162741497 11.84528399541757 11.84528399541757 22.08219280462929 22.08219280462929 58644.27821760019 58638.286886599846 18.808615684614566 19.00407858225871 18.808615684614566 1.188965363432707 1.6657392939010014 0.17404088605878582 244.80511103381798 34.16530508881655 0.0004661278670230473 16.259782925904393 17.19646173111439 16.659948969887495 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.6657392939010014 0.17404088605878582 244.80511103381798 34.16530508881655 0.0004661278670230473 16.259782925904393 17.19646173111439 16.659948969887495 1.0 False False 0.3 0.7 1.5 0.02 8 3 5.99133100034669 0.17404088605878582 1.6657392939010014 0.536512761226895 0.10448266826389067 -1.8076168511443207 -2.148666714727071 False 0.06 Inputed -18.346885296583235 -18.15142239893909 """""" """""" """"""
-0.07072337046971884 0.4613498291956371 -12.818915893345917 17.445375773419734 3663.4855667877955 308.9009333747899 33 21 21 72.08111109957099 71 True True 2019dtt 338.65629208333 0.175711 SNII 0.0156 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 338.65629208333 0.175711 TNS 2019dtt ZTF19aawsdlq 2019dtt SNII 0.0156 0.6833905993871348 0.9657262167700722 0.7507156839335885 0.8201757488683938 0.9657262167700722 1.120511151943429 12.121414084682366 12.121414084682366 59.959697014888626 59.959697014888626 58650.42359950021 58636.421643500216 17.30828231817368 17.942690086860434 17.30828231817368 4.969786657181305 6.148660345030354 13.315618337209292 338.6533687777095 0.173444867100524 0.006799205110536333 15.336193253958225 15.867698997809889 15.571486343564988 0.9099999999999999 """""" """""" """""" """""" 8 True True all False False 0 0.7 1.6106357449878346 338.656665902688 0.17546518278665 0.05065622916535395 23.639529904909136 22.97373505039215 22.944798061366082 0.325 False False 0.3 0.7 1.5 0.02 8 3 14.001955999992788 13.315618337209292 6.148660345030354 0.2962126542449006 2.1656129286717913 -2.0749910890505454 -1.7367959746086932 False 0.0156 Inputed -16.898646358569895 -16.264238589883142 """""" """""" """"""
-0.27416247780610215 0.5111209488584472 -12.004783814518754 16.341943050765074 7557.665392812992 226.40044814202344 9 7 7 12.02684019971639 200 True True 2018ene 301.95124458333 13.286459305555 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 301.95124458333 13.286459305555 TNS 2018ene ZTF18abjsrdz 2018ene CV 0.0 -0.3528858983451535 -0.16443319569882675 -0.3092783644487689 -0.263393980563162 -0.16443319569882675 -0.05526919289824406 -9.461902238523091 -9.461902238523091 21.48874243823948 21.48874243823948 58326.43101850012 58326.3361343001 16.497188159343526 16.497188159343526 16.979978694865782 47.69993404643681 1.1859079799583645 6.201149934423407 301.9528463850065 13.287192043536152 0.011113701047129498 18.629162703056334 20.409551937599183 19.1365743050766 0.9099999999999999 """""" """""" """""" """""" 4 False True all False False 0 0.7935195231910123 4.343646679428588 301.952444307066 13.28615518308995 0.006099073575937752 18.788008076310156 21.352974790267943 20.173597117395403 0.034999999999999996 False False 0.3 0.7 1.5 0.02 8 3 0.09488420002162457 6.201149934423407 1.1859079799583645 1.2729776325225828 5.229031290135278 3.9123637782556564 2.156595610210818 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.009192640499465148 0.39169593777698675 -25.572450661606712 18.456371351199152 4130.285628133604 270.43948784524986 48 45 45 73.95273149991408 47 True True 2020ackb 235.483625 16.151080555555556 SNIIP 0.033707 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 235.483625 16.151080555555556 TNS 2020ackb ZTF20acwytht 2020ackb SNIIP 0.033707 0.5508498287001693 0.8559543458118277 0.6230692817653427 0.6979403722283237 0.8559543458118277 1.025555456404394 78.39900972652063 78.39900972652063 -4.446278226606552 -4.446278226606552 59196.566365700215 59194.55357640004 18.304087759159845 19.396074928832903 18.304087759159845 0.4510599328162424 3.1219476556637686 3.868967492028648 235.483792818636 16.1500179999344 0.0023585519233761953 16.317288018265963 16.866402017076016 16.510800960857868 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 2.8278896756952974 235.483523640513 16.1503010874196 0.012599497802834536 20.75320195959091 20.57411458477497 20.72296177392006 0.030000000000000006 False False 0.3 0.7 1.5 0.02 8 3 2.0127893001772463 3.868967492028648 3.1219476556637686 0.3556010562181484 1.2392800644846342 -2.5296729117568866 -1.7932867983019776 False 0.033707 Inputed -17.585689066632593 -16.493701896959536 """""" """""" """"""
-0.004489000931264072 0.3841428742438845 -15.452850934697583 19.34244247387421 4108.252490483439 241.65903797814755 39 32 32 73.9558795997873 37 True True 2021tgm 15.657154166666665 10.385122222222222 SNIIP 0.049 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 15.657154166666665 10.385122222222222 TNS 2021tgm ZTF21abicfyx 2021tgm SNIIP 0.049 0.5029902101030039 0.8390830059358017 0.5820037495758505 0.6642843116003654 0.8390830059358017 1.0283056152069534 224.63562368066002 224.63562368066002 -150.67974408087272 -150.67974408087272 59418.403530099895 59391.44504630007 19.067172881986977 19.141189844101255 19.067172881986977 0.7238762403054733 2.22576345100604 3.056245789672828 15.65637715301025 10.3854918133573 0.002915850651627583 17.40678834800005 17.940658933672903 17.6328689802444 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.22576345100604 3.056245789672828 15.65637715301025 10.3854918133573 0.002915850651627583 17.40678834800005 17.940658933672903 17.6328689802444 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 26.958483799826354 3.056245789672828 2.22576345100604 0.3077899534285038 1.3731224619990108 -1.200530910428352 -1.4343039017425774 False 0.049 Inputed -17.64298354099134 -17.568966578877063 """""" """""" """"""
-0.16265786029939572 0.28325675802900036 -10.937023115342623 18.824948173889407 4998.198877104933 187.71090423117872 18 12 12 44.94017359986901 49 True True 2019fmc 156.84549999999 53.200981 SNIa 0.06427 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 156.84549999999 53.200981 TNS 2019fmc ZTF19aavnwzv 2019fmc SNIa 0.06427 0.16125804870608462 0.5243131990498817 0.24480882242621504 0.33303698561491757 0.5243131990498817 0.7367591788374099 13.839557761351347 13.839557761351347 31.100615838517665 31.100615838517665 58634.263402800076 58617.24175930023 18.500692884690118 18.72992900931613 18.500692884690118 1.967782728341619 2.904550022043024 7.9574570956820825 156.8484080331815 53.199620325299946 0.0023445427048818246 15.536596814642548 16.474273072315455 15.916563212610484 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.904550022043024 7.9574570956820825 156.8484080331815 53.199620325299946 0.0023445427048818246 15.536596814642548 16.474273072315455 15.916563212610484 1.0 False False 0.3 0.7 1.5 0.02 8 3 17.021643499843776 7.9574570956820825 2.904550022043024 0.5577098597049712 2.7396522818653017 -2.2556559370006752 -2.5841296720796336 False 0.06427 Inputed -18.80621405307886 -18.57697792845285 """""" """""" """"""
-0.17343593248268752 0.2290365280707423 -8.33062975451936 17.656165062009006 5887.782551256482 103.95419553690148 142 98 98 73.93217589985579 50 True True 2021mid 239.5395208333333 12.043977777777778 SNIa 0.041542 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 239.5395208333333 12.043977777777778 TNS 2021mid ZTF21abbkefe 2021mid SNIa 0.041542 -0.03990257885966386 0.5814488896592707 0.09312165219517965 0.24028571043576008 0.5814488896592707 0.9933755648557714 14.128684916815988 14.128684916815988 59.80349098303981 59.80349098303981 59363.27680560015 59349.31557870004 17.08276991110835 17.08276991110835 17.194600420508717 5.0807991411897575 4.353448137569115 6.827241359311348 239.53944574831502 12.04587281151165 0.0030584031218158225 15.581462378163337 16.748896664848328 15.977627575359344 0.99 """""" """""" """""" """""" 0 False True all False False 0 4.353448137569115 6.827241359311348 239.53944574831502 12.04587281151165 0.0030584031218158225 15.581462378163337 16.748896664848328 15.977627575359344 0.99 False False 0.3 0.7 1.5 0.02 8 3 13.961226900108159 6.827241359311348 4.353448137569115 0.7712690894889835 1.568237668985659 -0.3338732462600227 -1.2169728451493729 False 0.041542 Inputed -19.153149259054242 -19.26497976845461 """""" """""" """"""
-0.13424016573101963 0.32181165059578304 -6.49362637906387 19.185897279650625 3279.7872022740303 212.8928287175071 15 6 6 18.971423599869013 46 True True 2019ofm 222.72762124999 27.582617305555 SNIa 0.03025 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 222.72762124999 27.582617305555 TNS 2019ofm ZTF19abrdxbh 2019ofm SNIa 0.03025 0.8975008629037937 1.3607902120378625 1.0057375608849242 1.1189019060237229 1.3607902120378625 1.624803582453918 10.953376909263937 10.953376909263937 8.018046690605075 8.018046690605075 58724.157048599795 58715.156018500216 18.819563905608454 19.839393222178938 18.819563905608454 1.5368220029493709 5.213834442344345 18.08725638943802 222.730992742753 27.578578409115 0.0024844001121571146 13.636270576816202 14.688032083028554 14.015271392149925 0.975 """""" """""" """""" """""" 6 False True all False False 0 0.7 5.915805230124647 222.729331468299 27.5819828162564 0.09867436761780368 21.79531566979766 22.126061980912684 21.906409115862846 0.11000000000000001 False False 0.3 0.7 1.5 0.02 8 3 9.001030099578202 18.08725638943802 5.213834442344345 0.6727606908786292 3.4690891299772995 -5.151361139150383 -4.804292513458529 False 0.03025 Inputed -16.83338861886882 -15.813559302298339 """""" """""" """"""
-0.17265331209853413 0.4958601633247097 -3.3189586392274264 17.324424291228343 5411.299147474379 151.0274714790543 40 19 19 28.086296199820936 43 True True 2020admd 163.55932083333332 46.10754444444444 SNIa 0.03862 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 163.55932083333332 46.10754444444444 TNS 2020admd ZTF20acyvzef 2020admd SNIa 0.03862 -0.004975348267322488 0.40709283036439814 0.08767142434104969 0.18699667034234935 0.40709283036439814 0.6583224057464676 12.856129794389696 12.856129794389696 15.23016640543124 15.23016640543124 59215.50035879994 59203.3881019 17.15131798569928 17.15131798569928 17.192312781034644 2.0626589313069266 1.933904067070515 0.8030542210968094 163.5595002875345 46.107729595737055 0.000260444915945901 15.048766656373143 16.116093505421283 15.367117568276525 0.93 """""" """""" """""" """""" 0 False True all False False 0 1.933904067070515 0.8030542210968094 163.5595002875345 46.107729595737055 0.000260444915945901 15.048766656373143 16.116093505421283 15.367117568276525 0.93 False False 0.3 0.7 1.5 0.02 8 3 12.112256899941713 0.8030542210968094 1.933904067070515 0.748975937144758 0.41525028814551224 -1.0352244802779964 -1.8251952127581195 False 0.03862 Inputed -18.99552799318706 -19.036522788522426 """""" """""" """"""
-0.07260862784661358 0.33038622899766334 -7.621433277568776 18.733521938017297 5960.486167676645 235.4809088005656 21 8 8 26.923252299893647 72 True False 2019tqd 311.98714375 -12.98239780555 SNIIn 0.047166 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 311.98714375 -12.98239780555 TNS 2019tqd ZTF19acjutrw 2019tqd SNIIn 0.047166 -0.11622264767522239 0.11308063911739197 -0.06276391240108126 -0.006784697062904854 0.11308063911739197 0.2440838059760324 27.534949641737224 27.534949641737224 -0.6116973418435778 -0.6116973418435778 58805.08686339995 58785.18339119991 18.325970957744513 18.325970957744513 18.509588476944234 1.0192616861151735 5.426340161106376 8.37986545654547 311.98953211 -12.98235313 0.0024650684767045794 14.732667347371578 15.356384724283219 14.96873595995903 1.0 """""" """""" """""" """""" 1 False True all False False 0 1.5810391436500708 8.037580378615823 311.98485387 -12.98232127 0.022563891963141014 18.876342295134066 22.878372140932083 20.729733973026274 0.375 False False 0.3 0.7 1.5 0.02 8 3 19.90347220003605 8.37986545654547 5.426340161106376 0.3876487643241884 1.5442941665560643 -2.9695862334612944 -3.540852516985204 False 0.047166 Inputed -18.11678937212259 -18.30040689132231 """""" """""" """"""
-0.11408104608150692 0.3740184639846519 -12.464205899753779 17.65295087806756 4895.026386773707 215.15317769419562 15 15 15 42.87171299988404 20 True False 2020rye 104.91491666666666 87.32556111111111 SNIa 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 104.91491666666666 87.32556111111111 TNS 2020rye ZTF20abxyjfg 2020rye SNIa 0.04 0.19290557590563395 0.5117640690508622 0.2670918693957738 0.344875924317666 0.5117640690508622 0.6946801373686284 -1.9250722821185189 -1.9250722821185189 44.79678528200256 44.79678528200256 59094.42984949984 59092.51134259999 17.498129598731836 17.70766299140154 17.498129598731836 0.6185364799734198 4.1421166867827095 7.9294438764149975 104.95507315 87.32671964 0.002196411533485265 15.050999695205688 15.790601319885255 15.22224011068344 0.99 """""" """""" """""" """""" 0 False True all False False 0 4.1421166867827095 7.9294438764149975 104.95507315 87.32671964 0.002196411533485265 15.050999695205688 15.790601319885255 15.22224011068344 0.99 False False 0.3 0.7 1.5 0.02 8 3 1.9185068998485804 7.9294438764149975 4.1421166867827095 0.5683612092018144 1.9143458468269285 -1.9170616715162865 -2.2758894880483957 False 0.04 Inputed -18.766675288749582 -18.557141896079877 """""" """""" """"""
-0.22388311878726144 0.13016900805381765 -3.7755140049660088 18.389565804297582 5384.832588417005 71.771698485341 27 18 18 41.00896989973262 39 True True 2019cre 158.00510833333 18.160623388888 SNIa 0.0545 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 158.00510833333 18.160623388888 TNS 2019cre ZTF19aaneugz 2019cre SNIa 0.0545 0.043931485969253004 1.0935917569061715 0.2543266557884678 0.49688730941543824 1.0935917569061715 1.8698090158556653 12.333453208791903 12.333453208791903 28.675516690940718 28.675516690940718 58574.20840279991 58567.20651620021 17.83927877168681 17.951563112894352 17.83927877168681 2.3453001649510417 1.74496450602648 0.35185028716356065 158.005099486338 18.1605260148811 0.0002529064305647477 15.322937264840007 16.36176650242686 15.700419701931477 0.9650000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.74496450602648 0.35185028716356065 158.005099486338 18.1605260148811 0.0002529064305647477 15.322937264840007 16.36176650242686 15.700419701931477 0.9650000000000001 False False 0.3 0.7 1.5 0.02 8 3 7.001886599697173 0.35185028716356065 1.74496450602648 0.6613468004953837 0.20163750377064762 -1.5897966104674914 -2.138859069755334 False 0.0545 Inputed -19.104683240100066 -18.992398898892525 """""" """""" """"""
-0.005718823650468609 0.49590505539746327 -15.273135326165328 18.708196286853916 5778.176524803659 171.47060153139063 42 29 29 72.95716430014 93 True True 2019hbt 205.79289416666 30.343443805555 SNII 0.03474 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 205.79289416666 30.343443805555 TNS 2019hbt ZTF19aaydtur 2019hbt SNII 0.03474 -0.002952530046080426 0.35448010414505404 0.07843396119591972 0.16497569716571547 0.35448010414505404 0.5675786812753074 110.40432315861378 110.40432315861378 -37.447158858473784 -37.447158858473784 58645.2356480998 58642.200682899915 18.51305393681656 18.51305393681656 18.607810758766846 3.026593777051154 1.2991877007283823 27.912790252699274 205.786836344488 30.3377180539549 0.007346794816877611 14.290679411772787 14.23815298030734 13.662931058502794 0.9375 """""" """""" """""" """""" 28 False True all False False 0 0.7 2.564121691387317 205.793668018775 30.34319623418055 0.013627512545852039 21.059949043291212 20.80453988106489 19.850443609852192 0.6833333333333332 False False 0.3 0.7 1.5 0.02 8 3 3.0349651998840272 27.912790252699274 1.2991877007283823 0.5752219218045465 21.484801801194795 -4.274900956509221 -4.944879700264051 False 0.03474 Inputed -17.348064586255067 -17.44282140820535 """""" """""" """"""
-0.1609157129264146 0.26383241965888315 -5.5619559128462175 18.687077132510076 5751.24492653273 78.56278846543053 69 47 47 48.97637729998678 83 True False 2020nin 276.5277083333333 30.222530555555554 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 276.5277083333333 30.222530555555554 TNS 2020nin ZTF20abgpksj 2020nin SNIa 0.06 -0.021219611134327465 0.8701798634071309 0.16046352242547357 0.367787044148006 0.8701798634071309 1.5111168381524358 15.822438839640265 15.822438839640265 33.15393846034652 33.15393846034652 59032.38218750013 59019.27815969987 18.19924038154368 18.19924038154368 18.314669428034357 1.0145711608601462 2.7126444875933258 3.150051915922349 276.52672267 30.22232987 0.003892988465368563 17.3930065564394 18.064104676914216 17.656509329509735 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.7126444875933258 3.150051915922349 276.52672267 30.22232987 0.003892988465368563 17.3930065564394 18.064104676914216 17.656509329509735 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.104027800261974 3.150051915922349 2.7126444875933258 0.4075953474044809 1.1612476055485965 -0.1351357046294659 -0.6581600985246219 False 0.06 Inputed -18.840831553163444 -18.95626059965412 """""" """""" """"""
-0.006713207503629777 0.6106021401452166 -18.453683920678813 17.593979086929345 4403.796730318869 147.6454623987061 31 30 30 63.92611110024154 211 True True 2018hrq 357.77608875 1.0568666944444 SNII 0.027 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 357.77608875 1.0568666944444 TNS 2018hrq ZTF18acbxkop 2018hrq SNII 0.027 0.48728911174030287 1.0623120418862442 0.6172312839066478 0.7560511699117995 1.0623120418862442 1.4103950580323037 67.06959919686902 67.06959919686902 -3.143488096627479 -3.143488096627479 58435.256585599855 58423.21675929986 17.387753411434637 17.755772714438844 17.387753411434637 3.9848759072252435 1.9843486380978588 0.529331476748887 357.7760528061265 1.0567241173914201 0.0001233831726652479 14.030026196652651 14.327583381927013 14.475588212454916 0.985 """""" """""" """""" """""" 0 False True all False False 0 1.9843486380978588 0.529331476748887 357.7760528061265 1.0567241173914201 0.0001233831726652479 14.030026196652651 14.327583381927013 14.475588212454916 0.985 False False 0.3 0.7 1.5 0.02 8 3 12.039826299995184 0.529331476748887 1.9843486380978588 -0.1480048305279027 0.2667532643136185 -3.428189332511831 -2.9121651989797215 False 0.027 Inputed -18.016636717753556 -17.64861741474935 """""" """""" """"""
-0.09903820954121136 0.3072283782903296 -8.327866438421399 19.259965585280426 4090.4450950270348 150.51607238250926 27 16 16 45.91069449996576 62 True True 2019luy 6.0889912499999 10.102452999999 SNIb 0.045 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 6.0889912499999 10.102452999999 TNS 2019luy ZTF19abiqnpv 2019luy SNIb 0.045 0.49501473050338163 1.0598762524321117 0.6229179581554192 0.7593826504915455 1.0598762524321117 1.400577116425815 18.49268754898857 18.49268754898857 27.418006950977187 27.418006950977187 58699.39317130018 58684.488865700085 18.938921063202844 19.467812109880096 18.938921063202844 1.0184448465435674 4.265462553642893 10.39864829046791 6.091860363567205 10.10305714462935 0.001718462358160644 14.30798202092409 14.99278456281662 14.581821521306036 1.0 """""" """""" """""" """""" 3 False True all False False 0 2.189516632739564 4.671374861967007 6.087788074620595 10.1019232035519 0.024992985886466812 19.80037334648609 23.263406491918563 22.079260113658904 0.3125 False False 0.3 0.7 1.5 0.02 8 3 14.90430560009554 10.39864829046791 4.265462553642893 0.41096304151058405 2.437871194435175 -4.475027547063476 -4.357099541896808 False 0.045 Inputed -17.584254376545058 -17.055363329867806 """""" """""" """"""
-0.0670155691272674 0.45370162209622367 -18.582651565751185 18.29498246889563 5518.5780655506605 147.94072438720752 67 58 58 74.84850690001622 47 True True 2020fht 238.1367083333333 22.47996111111111 SNIa 0.06845 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 238.1367083333333 22.47996111111111 TNS 2020fht ZTF20aattrld 2020fht SNIa 0.06845 0.11368575159479377 0.5733312662490349 0.21704962992226484 0.32784491681326244 0.5733312662490349 0.8536019353729074 0.20781571852788971 0.20781571852788971 74.64069118148834 74.64069118148834 58943.43912040023 58936.441666699946 17.899532526651118 17.899532526651118 18.03868502971373 3.20959751879495 3.101329343674726 5.382188014646612 238.138269598342 22.48035354801275 0.0023477443778469054 16.017628387134074 16.71113162611723 16.30439939551592 1.0 """""" """""" """""" """""" 1 False True all False False 0 1.1846678020463348 3.001097180120874 238.1367400444085 22.4807942341038 0.0052042580094547874 19.079132682566645 19.762571564159394 19.064073295202256 0.72 False False 0.3 0.7 1.5 0.02 8 3 6.997453700285405 5.382188014646612 3.101329343674726 0.40673223060131036 1.7354454874725835 -1.188400900533889 -1.7342856341978106 False 0.06845 Inputed -19.407101770359056 -19.546254273421667 """""" """""" """"""
-0.09387441033296455 0.22881734452967736 -11.914188703292819 16.834066026961242 3471.229027063328 390.72914288225206 37 24 24 71.08473380003124 25 True True 2019bxq 254.49378499999 78.603772444444 SNIIn 0.014 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 254.49378499999 78.603772444444 TNS 2019bxq ZTF19aamkmxv 2019bxq SNIIn 0.014 0.7730662216731652 1.0025845020430815 0.8283569860091582 0.8850211507273009 1.0025845020430815 1.125993191434123 23.85267600344632 23.85267600344632 47.232057796584925 47.232057796584925 58577.42601849977 58557.36983799981 16.242763689740183 17.23298669692611 16.242763689740183 3.7299341662494134 1.9780573359725468 1.2256285620925995 254.4936413808075 78.60411171207895 0.00029933671049386934 15.107467996233702 15.907129493041039 15.352558994116784 0.40499999999999997 """""" """""" """""" """""" 0 False True all False False 0 1.9780573359725468 1.2256285620925995 254.4936413808075 78.60411171207895 0.00029933671049386934 15.107467996233702 15.907129493041039 15.352558994116784 0.40499999999999997 False False 0.3 0.7 1.5 0.02 8 3 20.056180499959737 1.2256285620925995 1.9780573359725468 0.5545704989242548 0.6196122527914478 -1.3258572038850698 -0.8902046956233995 False 0.014 Inputed -17.728288689678806 -16.73806568249288 """""" """""" """"""
-0.20800410426525162 0.2586011842578015 -9.244191704748104 17.999863595424955 4443.678879223286 168.7759547148671 20 14 14 43.896539399866015 78 True True 2020hdx 254.3120458333333 14.680399999999999 SNIa 0.053 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 254.3120458333333 14.680399999999999 TNS 2020hdx ZTF20aauonld 2020hdx SNIa 0.053 0.3459388080791612 0.8038058874656606 0.4505851055502177 0.5615761580110963 0.8038058874656606 1.0752398623538184 10.300546816076212 10.300546816076212 33.5959925837898 33.5959925837898 58956.484490700066 58943.44187500002 17.57409889892122 17.958985365928186 17.57409889892122 2.6110258345999866 3.3811654203088235 0.37664766554635404 254.312090024927 14.68049549232485 0.0009718423435666201 15.36317774410248 16.79422761774063 15.855971106395721 0.71 """""" """""" """""" """""" 0 False True all False False 0 3.3811654203088235 0.37664766554635404 254.312090024927 14.68049549232485 0.0009718423435666201 15.36317774410248 16.79422761774063 15.855971106395721 0.71 False False 0.3 0.7 1.5 0.02 8 3 13.042615700047463 0.37664766554635404 3.3811654203088235 0.9382565113449104 0.11139581142171755 -1.1647577481875544 -1.7181277925255003 False 0.053 Inputed -19.308499175213328 -18.923612708206363 """""" """""" """"""
-0.18382871719414035 0.17239197186183575 -5.745333916259413 18.872683440900225 4576.139557476172 194.91866537976597 25 14 14 51.91018519969657 45 True True 2020dro 242.76736666666665 30.454072222222223 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 242.76736666666665 30.454072222222223 TNS 2020dro ZTF20aarkdoj 2020dro SNIa 0.07 0.25476583711931156 0.6243512333023844 0.34017821874084575 0.43012348856077764 0.6243512333023844 0.8390191326257899 14.806581815405636 14.806581815405636 37.103603384290935 37.103603384290935 58914.51666670013 58903.52791670011 18.464588429079704 18.521960429217845 18.464588429079704 2.8527442970040715 3.1165830161428856 8.610928315896953 242.764731408665 30.454821076627 0.002097862444526588 15.19009864636898 16.265658765180113 15.577255078610182 0.99 """""" """""" """""" """""" 1 False True all False False 0 0.7 4.124207393966339 242.766103162492 30.4544273395068 0.16174586820176262 23.37004705780506 22.563617237124443 22.58975744445801 0.15000000000000002 False False 0.3 0.7 1.5 0.02 8 3 10.988750000018626 8.610928315896953 3.1165830161428856 0.6884036865699308 2.7629388568490385 -2.256301664037732 -2.8873333504695218 False 0.07 Inputed -19.03057752251109 -18.97320552237295 """""" """""" """"""
-0.2519874924512776 0.1498483607253887 -12.049291421464643 18.87865936534482 3954.3351123855796 129.9186031485061 44 21 21 46.95927089964971 50 True True 2021kev 220.5695458333333 8.996477777777777 SNIb 0.031275 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 220.5695458333333 8.996477777777777 TNS 2021kev ZTF21aawogdl 2021kev SNIb 0.031275 0.6325236946317929 1.3479259846814173 0.7921831014673621 0.9641045656258527 1.3479259846814173 1.7909754575716619 10.581359305455365 10.581359305455365 36.377911594194345 36.377911594194345 59338.3949190001 59323.29690970015 18.391503320615737 18.750906846298246 18.391503320615737 2.570848664692791 4.924799543817576 5.361738391364304 220.571052055459 8.99654848634548 0.001280784356350928 14.399338481400608 16.531289899314643 14.787203453856707 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 1.466119222489744 1.413545394697769 220.56925982 8.99675049 0.0022391301473503322 18.390904158759117 15.741130723392963 18.559383150601388 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.098009299952537 5.361738391364304 4.924799543817576 1.7440864454579366 1.088722158873501 -2.219616946983603 -3.60429986675903 False 0.031275 Inputed -17.334359277906348 -16.97495575222384 """""" """""" """"""
-0.08218499306298108 0.48094443630096095 -11.369965626396187 17.990341736846414 5215.146614526825 278.03379466831944 55 42 42 66.91784720029682 63 True True 2021bmc 127.24880416666666 12.419380555555556 SNII 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 127.24880416666666 12.419380555555556 TNS 2021bmc ZTF21aaglrzc 2021bmc SNII 0.05 0.07272510040747449 0.29512437330764385 0.12525407956042756 0.17979259434435235 0.29512437330764385 0.41918809939271995 3.575470314763926 3.575470314763926 63.34237688553289 63.34237688553289 59255.29625000013 59249.25759259984 17.80189533872342 17.834769584606594 17.80189533872342 0.4136266441656722 0.4342756727414178 0.07010142744943379 127.2488241049435 12.4193807433755 0.000634055614671003 20.19828459579408 21.27279476352334 20.535860160167218 0.35 """""" """""" """""" """""" 0 False True all False False 0 0.4342756727414178 0.07010142744943379 127.2488241049435 12.4193807433755 0.000634055614671003 20.19828459579408 21.27279476352334 20.535860160167218 0.35 False False 0.3 0.7 1.5 0.02 8 3 6.038657400291413 0.07010142744943379 0.4342756727414178 0.7369346033561222 0.16142149295840136 3.438025178916746 2.7339648214437986 False 0.05 Inputed -18.952643292451857 -18.919769046568682 """""" """""" """"""
-0.04441589806745266 0.3799533613095953 -14.243589307224273 18.165196658908698 5863.994464698534 250.9709451488796 36 22 22 57.991747700143605 39 True True 2018jkq 17.381332916666 29.33135 SLSN-II 0.1193 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 17.381332916666 29.33135 TNS 2018jkq ZTF18acsxwdi 2018jkq SLSN-II 0.1193 -0.06502475070700342 0.1583870250667836 -0.012674493421570787 0.04196248037805361 0.1583870250667836 0.2848468948127838 34.48126055733023 34.48126055733023 23.51048714281338 23.51048714281338 58483.12063660007 58456.18318289984 17.893897383112588 17.893897383112588 17.92583230891174 0.2710850639575499 2.495973879127565 1.6770200152390773 17.38110478444115 29.33177124862275 0.0026327341861269726 17.33811775313258 18.081198305959703 17.557471827397347 0.99 """""" """""" """""" """""" 0 False True all False False 0 2.495973879127565 1.6770200152390773 17.38110478444115 29.33177124862275 0.0026327341861269726 17.33811775313258 18.081198305959703 17.557471827397347 0.99 False False 0.3 0.7 1.5 0.02 8 3 26.937453700229526 1.6770200152390773 2.495973879127565 0.5237264785623559 0.6718900503178573 0.18730092284711475 -0.3683604815143937 False 0.1193 Inputed -20.749606802412742 -20.781541728211895 """""" """""" """"""
-0.18405648616475384 0.19536268783124816 -6.22055145698724 18.175529288088665 5780.188759885978 57.290750479713196 11 11 11 32.97974539967254 144 True False 2020mya 292.3243 -22.726916666666664 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 292.3243 -22.726916666666664 TNS 2020mya ZTF20abgbiet 2020mya SNIa 0.06 0.023230172500575463 1.419812693864646 0.2876520770275022 0.6033776690623043 1.419812693864646 2.549213460755098 8.652684204407748 8.652684204407748 24.32706119526479 24.32706119526479 59024.3567476999 59018.35523150023 17.56809212820869 17.56809212820869 17.751130739029993 2.4228824618123017 1.41786843912481 1.3767714688339125 292.32447427 -22.72656965 0.003633413228266491 19.11343535513878 22.102847155475615 19.981520025157927 0.44000000000000006 """""" """""" """""" """""" 0 False True all False False 0 1.41786843912481 1.3767714688339125 292.32447427 -22.72656965 0.003633413228266491 19.11343535513878 22.102847155475615 19.981520025157927 0.44000000000000006 False False 0.3 0.7 1.5 0.02 8 3 6.001516199670732 1.3767714688339125 1.41786843912481 2.121327130317688 0.97101496220886 4.534755027266925 2.2303892861279344 False 0.06 Inputed -19.404370242167808 -19.58740885298911 """""" """""" """"""
-0.1300978578188568 0.2917595799527875 -12.596402581504147 19.210743241371805 5957.051023645605 224.384202593619 21 9 9 19.027650400064886 38 True True 2019iid 185.13112041666 6.0301925 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 185.13112041666 6.0301925 TNS 2019iid ZTF19abanfrn 2019iid SNIa 0.1 -0.08587454114201165 0.16223496697324435 -0.028200387691065032 0.0323084502532609 0.16223496697324435 0.30474101126801045 12.898228766629563 12.898228766629563 6.129421633435323 6.129421633435323 58674.20342590008 58658.177245399915 18.813316988605276 18.813316988605276 18.923271015680548 1.3944896498626476 1.1593832832997182 0.4098439185856 185.13100812029398 6.03021462468425 0.001492924449070343 18.70929636975348 19.361176142359973 19.022359142351746 0.99 """""" """""" """""" """""" 0 False True all False False 0 1.1593832832997182 0.4098439185856 185.13100812029398 6.03021462468425 0.001492924449070343 18.70929636975348 19.361176142359973 19.022359142351746 0.99 False False 0.3 0.7 1.5 0.02 8 3 16.026180500164628 0.4098439185856 1.1593832832997182 0.3388170000082269 0.35350166290059326 0.5478591537546968 0.09908812667119804 False 0.1 Inputed -19.36047108279038 -19.47042510986565 """""" """""" """"""
-0.1263887347835108 0.2884018218933183 -9.172229458211735 18.314636563867648 4807.499117407018 162.19736641412857 37 25 25 42.937037100084126 118 True False 2021wvf 292.4826625 -23.92128888888889 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 292.4826625 -23.92128888888889 TNS 2021wvf ZTF21abuyyxi 2021wvf SNIa 0.05 0.21909269788963215 0.662819255780807 0.3199740544113112 0.427342664962989 0.662819255780807 0.9282728345694231 12.666325248902448 12.666325248902448 30.27071185118168 30.27071185118168 59460.23104170011 59448.23039350007 17.936156791243242 18.08677483762484 17.936156791243242 1.3901267481966055 2.4057796289287015 2.8928869915335276 292.48218033 -23.92196081 0.0017980820568178624 16.66725820016861 17.24499315571785 16.872651900696756 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.4057796289287015 2.8928869915335276 292.48218033 -23.92196081 0.0017980820568178624 16.66725820016861 17.24499315571785 16.872651900696756 1.0 False False 0.3 0.7 1.5 0.02 8 3 12.000648200046271 2.8928869915335276 2.4057796289287015 0.3723412550210945 1.2024738079695754 -0.8417816819069905 -1.0635048905464863 False 0.05 Inputed -18.818381839932034 -18.667763793550435 """""" """""" """"""
-0.007845814459913067 0.2883400128473614 -22.730729621552094 18.259697647276326 3936.450327481835 280.3244834272535 22 22 22 74.84993059979752 34 True False 2019ihw 322.73904833333 -21.21358069444 SNII 0.0325 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 322.73904833333 -21.21358069444 TNS 2019ihw ZTF19aazlpel 2019ihw SNII 0.0325 0.6183392549814428 0.9219066196223906 0.6903573098844475 0.7649089237232864 0.9219066196223906 1.089946549858432 149.73370311031024 149.73370311031024 -74.88377251051273 -74.88377251051273 58661.4212962999 58647.463657400105 18.228291745056094 18.436935307207747 18.228291745056094 1.3038670416776958 1.217346072126499 0.4417427048723232 322.7391796 -21.21357164 0.005104667389906559 20.19910161008835 20.95696153986454 20.43015201408863 0.9700000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.217346072126499 0.4417427048723232 322.7391796 -21.21357164 0.005104667389906559 20.19910161008835 20.95696153986454 20.43015201408863 0.9700000000000001 False False 0.3 0.7 1.5 0.02 8 3 13.957638899795711 0.4417427048723232 1.217346072126499 0.52680952577591 0.36287356158357903 2.520026232656793 2.2018602690325366 False 0.0325 Inputed -17.581657011278846 -17.373013449127193 """""" """""" """"""
-0.09290772766759461 0.4204307510519296 -14.8384422791575 18.85034456721673 5775.265101170485 152.8131464846882 53 12 12 34.87896989984438 37 True True 2021bb 218.95341666666664 5.82105 SNIa 0.086532 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 218.95341666666664 5.82105 TNS 2021bb ZTF21aaabzap 2021bb SNIa 0.086532 0.008644460965886225 0.4194512704549318 0.1011488032500445 0.20022313696773608 0.4194512704549318 0.6692519637624734 4.439210055293458 4.439210055293458 30.43975984455092 30.43975984455092 59225.498078700155 59215.54662040016 18.286883910189992 18.286883910189992 18.659645718345534 1.1615931581930916 2.5893788127340502 4.201094125355333 218.9545725890025 5.820851486372019 0.002521899260130689 16.660003144700525 17.228534693160057 16.89271938812375 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.5893788127340502 4.201094125355333 218.9545725890025 5.820851486372019 0.002521899260130689 16.660003144700525 17.228534693160057 16.89271938812375 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 9.951458299998194 4.201094125355333 2.5893788127340502 0.33581530503630574 1.6224331892634585 -1.0583492170299351 -1.7669263302217821 False 0.086532 Inputed -19.3037977686368 -19.676559576792343 """""" """""" """"""
-0.11866639960117602 0.40635910515154733 -6.352730456931512 18.76102066681271 4027.8372475922765 217.60399514813852 39 19 19 40.98203710000962 43 True False 2021lax 212.33849999999998 72.11726944444443 SNIb 0.033 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 212.33849999999998 72.11726944444443 TNS 2021lax ZTF21aayqrgx 2021lax SNIb 0.033 0.4751671264426136 0.8463786693021262 0.5618265141673717 0.6524825979130426 0.8463786693021262 1.05811314658785 12.153907678557424 12.153907678557424 28.828129421452196 28.828129421452196 59349.305162000004 59338.38717589993 18.496518519607452 19.004524974115565 18.496518519607452 0.5388562848387917 1.0397271615742274 0.20896702491058003 212.33850155 72.1172114 0.0006010738481128097 17.82538075030446 18.475669453048706 17.99081546534896 0.8699999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.0397271615742274 0.20896702491058003 212.33850155 72.1172114 0.0006010738481128097 17.82538075030446 18.475669453048706 17.99081546534896 0.8699999999999999 False False 0.3 0.7 1.5 0.02 8 3 10.917986100073904 0.20896702491058003 1.0397271615742274 0.4848539876997471 0.20098255834173628 -0.5288555210668591 -0.5057030542584933 False 0.033 Inputed -17.346850294306027 -16.838843839797914 """""" """""" """"""
-0.20678844646430652 0.2453358818957318 -7.997460346138346 17.248335764697856 4751.391319567809 301.27275008017426 73 53 53 74.93858799990267 64 True True 2021blp 142.97366666666667 35.55174722222222 SNIa 0.026872 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 142.97366666666667 35.55174722222222 TNS 2021blp ZTF21aagojfe 2021blp SNIa 0.026872 0.19040803289780328 0.4116067789541056 0.24293973589746543 0.2972854520240311 0.4116067789541056 0.5337612867046779 6.760384760584096 6.760384760584096 68.17820323931856 68.17820323931856 59256.24047450023 59248.277627300005 16.783143286944853 16.802001912799337 16.783143286944853 12.417500993329673 3.2777508013320746 19.64423843939628 142.9795780714545 35.5543251541598 0.0023834433216445294 13.602958411216736 14.85946970965743 14.013111022928953 0.89 """""" """""" """""" """""" 8 False True all False False 0 2.7851089500097457 7.150656433951265 142.976065759248 35.5513791043441 0.0032633951148376417 16.191826476233004 25.605306304152013 21.090769025173188 0.5 False False 0.3 0.7 1.5 0.02 8 3 7.962847200222313 19.64423843939628 3.2777508013320746 0.8463586867284771 5.99320681468917 -1.9425322031419068 -2.7700322640158994 False 0.026872 Inputed -18.610858594506475 -18.59199996865199 """""" """""" """"""
-0.20040895370565082 0.14315034781487784 -13.792390158308518 18.571916783683633 5144.723139700443 137.47950384337048 53 47 47 65.85751160001382 44 True False 2021prh 337.0501499999999 -17.36842222222222 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 337.0501499999999 -17.36842222222222 TNS 2021prh ZTF21abfxlvo 2021prh SNIa 0.07 0.18147893873378607 0.7044190973352578 0.29827927278171984 0.42402096192768823 0.7044190973352578 1.027235008371214 14.870166067708382 14.870166067708382 50.98734553230544 50.98734553230544 59396.39807870006 59377.43498839997 18.022595690158383 18.030806698994603 18.022595690158383 1.5199781655419966 1.944895221277855 6.562963065674628 337.05109099 -17.37000871 0.0014933767266980258 15.615541190958023 16.51770078139305 15.941973484289647 0.96 """""" """""" """""" """""" 0 False True all False False 0 1.944895221277855 6.562963065674628 337.05109099 -17.37000871 0.0014933767266980258 15.615541190958023 16.51770078139305 15.941973484289647 0.96 False False 0.3 0.7 1.5 0.02 8 3 18.963090300094336 6.562963065674628 1.944895221277855 0.575727297103402 3.374455854420046 -1.5131059176015533 -2.0806222058687354 False 0.07 Inputed -19.472570261432413 -19.464359252596193 """""" """""" """"""
-0.08872468111637445 0.29842613047989186 -8.210976906903745 19.224153304257868 5038.739860240445 238.70721839765167 34 14 14 19.005358799826354 68 True True 2021riw 211.15147916666663 13.135480555555555 SNIb 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 211.15147916666663 13.135480555555555 TNS 2021riw ZTF21abiricn 2021riw SNIb 0.09 0.11332140475791164 0.3832342011980572 0.17651086734400323 0.24249825289543026 0.3832342011980572 0.5362960660608422 24.42342885752113 24.42342885752113 -5.418070057694775 -5.418070057694775 59411.2185531999 59392.21319440007 18.94616973051691 19.095797284736925 18.94616973051691 0.4427486590845948 0.8772881169365595 0.6750630849445779 211.15136681030498 13.135632840930949 0.006336597750167705 21.207631830305456 21.5626026436162 21.407404583810568 0.8357142857142856 """""" """""" """""" """""" 0 False True all False False 0 0.8772881169365595 0.6750630849445779 211.15136681030498 13.135632840930949 0.006336597750167705 21.207631830305456 21.5626026436162 21.407404583810568 0.8357142857142856 False False 0.3 0.7 1.5 0.02 8 3 19.005358799826354 0.6750630849445779 0.8772881169365595 0.15519805980563106 0.7694884632677574 2.4668053588792738 2.461234853293657 False 0.09 Inputed -19.104214914662325 -18.95458736044231 """""" """""" """"""
-0.22174388971263403 0.2035105353579813 -7.625696116716438 14.926263524526831 5284.797438174198 196.67994474791314 145 71 71 74.86057869996876 67 True True 2020ssf 354.67029999999994 15.954041666666665 SNIa 0.01335 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 354.67029999999994 15.954041666666665 TNS 2020ssf ZTF20abyptpc 2020ssf SNIa 0.01335 0.050849726289603936 0.37015077163079724 0.1244923559486697 0.2021494060487754 0.37015077163079724 0.5562075559401798 13.492179065822363 13.492179065822363 61.36839963414639 61.36839963414639 59112.298796299845 59098.36054399982 14.379329902493282 14.379329902493282 14.504689008840137 46.898105494533034 7.670919859730534 5.25420677597633 354.671680376228 15.95464884964425 0.0003188460790686243 11.597907426310778 12.926823969433308 12.04713111404419 0.985 """""" """""" """""" """""" 2 True True all False False 0 2.2171875955200244 4.961351917798344 354.67075569 15.95534832 0.0032306936990690316 16.99207029886246 14.022174378895759 21.338804315710068 1.0 False False 0.3 0.7 1.5 0.02 8 3 13.938252300024033 5.25420677597633 7.670919859730534 0.8796928553891181 0.684951332050665 -1.4525059330599746 -2.457557894795947 False 0.01335 Inputed -19.362765542692735 -19.48812464903959 """""" """""" """"""
-0.2138850874746302 0.18464165607217486 -7.4390344110008995 17.260693576216205 6086.39509003449 132.96703064086591 54 40 40 73.94805550016463 31 True True 2020hek 187.00074999999998 41.1202 SNIa 0.03789 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 187.00074999999998 41.1202 TNS 2020hek ZTF20aautzif 2020hek SNIa 0.03789 -0.11292534580676516 0.3245225634840523 -0.016254553719740272 0.08854668541322752 0.3245225634840523 0.5992292584668704 11.427551827700462 11.427551827700462 62.520503672464166 62.520503672464166 58965.23851849977 58954.27027780004 16.586620249465884 16.586620249465884 16.83214005531023 12.027761220755716 2.7109534130283834 4.836741583013979 187.0022236335905 41.1209567780568 0.003553851967099453 16.886336001712678 17.55015688564181 17.12612965395391 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.7109534130283834 4.836741583013979 187.0022236335905 41.1209567780568 0.003553851967099453 16.886336001712678 17.55015688564181 17.12612965395391 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 10.968240699730814 4.836741583013979 2.7109534130283834 0.42402723168790146 1.7841478056278715 0.9635366361759274 0.29398959864368024 False 0.03789 Inputed -19.313877613059514 -19.55939741890386 """""" """""" """"""
-0.03118923142860508 0.35482697859008017 -8.954413363722631 18.502375982752085 3512.6387144461723 260.42990842565706 90 12 12 72.96591439982876 62 True True 2019wbg 180.67796458333 1.9842772222222 SNIIn 0.00659 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 180.67796458333 1.9842772222222 TNS 2019wbg ZTF19acpmbvd 2019wbg SNIIn 0.00659 0.7561287611084495 1.1064702381681997 0.8389603073437186 0.924895517090718 1.1064702381681997 1.301676739788416 62.24269168789695 62.24269168789695 10.723222711931811 10.723222711931811 58838.517476900015 58800.54097220022 18.244577610027637 19.092233839758016 18.244577610027637 0.8758493950171191 10.26114315789574 27.799029055718794 180.6760047962125 1.976807793025515 0.0012972688816197397 11.454258713900447 12.561259558534623 11.810683874559402 0.9222222222222223 """""" """""" """""" """""" 15 True True all False False 0 9.956248216937077 0.6227019545003866 180.67783331 1.98438995 0.0023713280083501598 13.698214843153954 19.283998818850517 14.239314625138045 1.0 False False 0.3 0.7 1.5 0.02 8 3 37.97650469979271 27.799029055718794 10.26114315789574 0.7505756839752209 2.7091551718901816 -6.5309742812233935 -6.433893735468235 False 0.00659 Inputed -14.086077856459319 -13.23842162672894 """""" """""" """"""
-0.1672148684792271 0.24967519190022344 -21.011506223395507 18.185695748032092 3840.4662989617636 261.2926513969835 30 30 30 44.01431709993631 71 True True 2020obi 27.67720833333333 26.84125 SNIa 0.055582 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 27.67720833333333 26.84125 TNS 2020obi ZTF20abglyot 2020obi SNIa 0.055582 0.6665405915389009 1.0015229516716673 0.7457253898537779 0.8278885168055439 1.0015229516716673 1.1882262605597234 -12.71323435993655 -12.71323435993655 56.727551459872856 56.727551459872856 59036.481932899915 59036.481932899915 18.522039746969146 18.522039746969146 18.65927978810064 2.559392878482508 3.407946279736836 18.633866682862173 27.679589990700748 26.8365302886833 0.0025853325717991593 13.82278095945835 15.061165685443878 14.239406539571284 0.93 """""" """""" """""" """""" 11 False True all False False 0 0.7 3.4391127764082494 27.6765523 26.84200497 0.04854686986241652 22.124294105648996 23.73052107195854 22.14550714645386 0.8 False False 0.3 0.7 1.5 0.02 8 3 0.0 18.633866682862173 3.407946279736836 0.8217591458725941 5.467770074210528 -3.460874061525267 -4.419873248529356 False 0.055582 Inputed -18.327917566889816 -18.46515760802131 """""" """""" """"""
-0.034780578933949625 0.35289593377305906 -27.33087404843825 18.76862524766738 4941.910070723403 207.8533236190105 74 23 23 65.92026620032266 34 True True 2018hsb 19.500886666666 2.0576794722222 SLSN-II 0.135 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 19.500886666666 2.0576794722222 TNS 2018hsb ZTF18abuicad 2018hsb SLSN-II 0.135 0.2960306645143831 0.6490724990065253 0.3780553079978759 0.464133836246976 0.6490724990065253 0.8521606186720874 56.46995767403179 56.46995767403179 9.450308526290872 9.450308526290872 58425.23238429986 58371.37878469983 18.39774627268833 18.9221378573056 18.39774627268833 1.1733771582579053 1.8073178666591918 2.103845561499478 19.50053901156915 2.058149383867015 0.0008124478326965168 16.396115969290733 17.33193502469063 16.763539594328403 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.8073178666591918 2.103845561499478 19.50053901156915 2.058149383867015 0.0008124478326965168 16.396115969290733 17.33193502469063 16.763539594328403 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 53.85359960002825 2.103845561499478 1.8073178666591918 0.5683954303622265 1.1640705823311617 -1.5902028326149704 -1.6342066783599272 False 0.135 Inputed -20.552762680204992 -20.028371095587723 """""" """""" """"""
-0.1275137976680362 0.3624829675600397 -8.020753761789216 18.59988463250978 5971.070555873916 173.86863045379272 36 22 22 30.97077549993992 69 True False 2021bmt 93.13687499999999 -21.123350000000002 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 93.13687499999999 -21.123350000000002 TNS 2021bmt ZTF21aaglrfh 2021bmt SNIa 0.07 -0.10137754551407951 0.22368233882606603 -0.027416657444007342 0.051267754749339645 0.22368233882606603 0.4176958879186117 4.974127932182457 4.974127932182457 25.996647567757464 25.996647567757464 59253.20431709988 59248.16761570005 18.19490411962839 18.19490411962839 18.296662553019623 0.722782898515575 4.114393508829389 14.801791953781414 93.13669294 -21.1192419 0.008283392025368985 15.775771887230873 16.845534987354277 16.177126048207285 1.0 """""" """""" """""" """""" 3 False True all False False 0 0.7 6.902989466366655 93.13657184 -21.12524653 0.060779662567637116 20.74334199888706 21.8011467792511 21.622754259490968 0.0 False False 0.3 0.7 1.5 0.02 8 3 5.036701399832964 14.801791953781414 4.114393508829389 0.6684089391469925 3.597563510154565 -1.3493691322741128 -2.119536504812338 False 0.07 Inputed -19.198503398571173 -19.300261831962406 """""" """""" """"""
-0.11467316207954958 0.3931831341325369 -16.21964326540005 17.01883772233282 3724.1203670718537 208.84511183042773 5 5 5 6.021446799859405 50 True True 2021nv 29.396541666666664 19.878688888888888 SNIa 0.029 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 29.396541666666664 19.878688888888888 TNS 2021nv ZTF21aadloxe 2021nv SNIa 0.029 0.7242120522088378 1.1628495492510424 0.8264737474361681 0.9335399316331845 1.1628495492510424 1.4137585659089673 -6.0962367013105805 -6.0962367013105805 12.117683501169985 12.117683501169985 59267.13791669998 59265.15486110002 17.090423939333267 17.675181023386127 17.090423939333267 15.222048029478968 5.8205627177343295 10.689442136363141 29.3990331346668 19.876864907884297 0.004822142918722849 15.243368005082607 15.85569666551113 15.500580291101933 1.0 """""" """""" """""" """""" 2 False True all False False 0 0.7 10.016833793032541 29.393583206955597 19.87864979950225 0.21827257905972852 21.591187270359992 23.164528124341963 21.409098293352127 0.025 False False 0.3 0.7 1.5 0.02 8 3 1.9830555999651551 10.689442136363141 5.8205627177343295 0.35511637440919763 1.836496341460957 -1.8194843578749964 -1.5898436482313336 False 0.029 Inputed -18.47021860278646 -17.8854615187336 """""" """""" """"""
-0.16860775780368392 0.1939959445171992 -7.782663480956586 18.852182197049622 5368.42883900072 82.29852500982952 48 27 27 37.93621530011296 56 True False 2020zwg 2.0808166666666663 45.39256944444445 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 2.0808166666666663 45.39256944444445 TNS 2020zwg ZTF20acpklpq 2020zwg SNIa 0.09 0.10859135714923696 1.030293037541469 0.2990292292353516 0.5144395291467774 1.030293037541469 1.6796389668083904 13.90051216087176 13.90051216087176 24.035703139241203 24.035703139241203 59176.22050930001 59164.26356479991 18.262583990439953 18.262583990439953 18.396916235094185 1.4481463001865422 1.9624123564135403 0.2719815561255633 2.08080264 45.39264435 0.0006760139721961878 16.315033832907677 17.388728972101212 16.705862488126755 0.79 """""" """""" """""" """""" 0 False True all False False 0 1.9624123564135403 0.2719815561255633 2.08080264 45.39264435 0.0006760139721961878 16.315033832907677 17.388728972101212 16.705862488126755 0.79 False False 0.3 0.7 1.5 0.02 8 3 11.956944500096142 0.2719815561255633 1.9624123564135403 0.6828664839744576 0.13859551752040053 -0.873855018338741 -1.6910537469674303 False 0.09 Inputed -19.65346841008505 -19.787800654739282 """""" """""" """"""
-0.18889139196217758 0.1687528013095538 -8.148470535465476 18.126318599360935 4251.682237512286 152.66805400692428 45 27 27 68.89758100034669 96 True True 2020aboj 149.97960833333332 13.045094444444445 SNIa 0.035428 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 149.97960833333332 13.045094444444445 TNS 2020aboj ZTF20acvagdq 2020aboj SNIa 0.035428 0.4208531092558765 0.9552953709196288 0.5419486156083586 0.6710995256292094 0.9552953709196288 1.2771905101580003 13.194345196988943 13.194345196988943 55.70323580335775 55.70323580335775 59199.40622689994 59187.4832175998 17.60299497442278 17.926197378759248 17.60299497442278 3.8226939800725903 3.727079700509455 11.708211234371875 149.9826812836765 13.0438234725485 0.0010936868467360528 13.630147770494222 14.678471293141842 13.963707144707442 0.7300000000000001 """""" """""" """""" """""" 8 False True all False False 0 0.7 2.8085127543146795 149.978811609743 13.0451731493428 0.05360946430486346 22.701194990158083 24.99910655283451 22.80936363910675 0.2 False False 0.3 0.7 1.5 0.02 8 3 11.923009300138801 11.708211234371875 3.727079700509455 0.7147641484343996 3.1413900896113054 -3.2477260856174066 -3.6392878297153395 False 0.035428 Inputed -18.39582998290531 -18.07262757856884 """""" """""" """"""
-0.19658788610764108 0.1402503068959487 -11.74525222237062 18.240918633608057 4312.677211135533 167.64073310809715 31 21 21 61.02565969992429 38 True True 2019bwi 141.35425416666 65.467501388888 SNIb 0.02968 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 141.35425416666 65.467501388888 TNS 2019bwi ZTF19aamgghn 2019bwi SNIb 0.02968 0.42523173126677705 0.9074023974589025 0.5354566251470487 0.6523442398843784 0.9074023974589025 1.1931960029705593 14.272788988886399 14.272788988886399 46.75287071103789 46.75287071103789 58572.22134259995 58556.19540510001 17.653275638326402 17.8859690430531 17.653275638326402 2.7335979427633164 2.8022691247155755 3.779559492293963 141.352745386298 65.46834388754874 0.005134197095970738 17.56149135242462 18.28535345591545 17.84796521507263 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.8022691247155755 3.779559492293963 141.352745386298 65.46834388754874 0.005134197095970738 17.56149135242462 18.28535345591545 17.84796521507263 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 16.02593749994412 3.779559492293963 2.8022691247155755 0.437388240842818 1.3487496468340028 0.3993844128623465 0.194689576746228 False 0.02968 Inputed -17.958062808397425 -17.725369403670726 """""" """""" """"""
-0.1982375830091164 0.2615598096313401 -5.3400076236678355 18.46518053815555 5473.462787127566 108.98491056802446 31 24 24 39.89319449989125 44 True False 2020vco 329.35854583333327 -19.83009722222222 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 329.35854583333327 -19.83009722222222 TNS 2020vco ZTF20acgzjje 2020vco SNIa 0.07 0.016268434763663464 0.6288849852899077 0.14858082333275036 0.2941327082942671 0.6288849852899077 1.0292338088452908 11.383563720740607 11.383563720740607 28.509630779150644 28.509630779150644 59138.19053239981 59128.23203699989 18.027945860912542 18.027945860912542 18.107747407393745 1.5744988884531514 1.9855721843492282 4.801482979683433 329.35931356 -19.82897593 0.0006251884437707966 15.001889939635992 16.067820739901066 15.411274762225151 0.95 """""" """""" """""" """""" 0 False True all False False 0 1.9855721843492282 4.801482979683433 329.35931356 -19.82897593 0.0006251884437707966 15.001889939635992 16.067820739901066 15.411274762225151 0.95 False False 0.3 0.7 1.5 0.02 8 3 9.958495399914682 4.801482979683433 1.9855721843492282 0.6565459776759148 2.418186061191787 -1.960125121011476 -2.696472645168594 False 0.07 Inputed -19.38741854419705 -19.467220090678254 """""" """""" """"""
-0.13538667743109212 0.224313653906749 -4.913879566980114 19.138679753466118 5001.239449722507 161.02781214318793 34 28 28 46.87501160008833 54 True False 2020xlo 87.36492083333331 -24.769344444444442 SNII 0.04391 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 87.36492083333331 -24.769344444444442 TNS 2020xlo ZTF20aclftuo 2020xlo SNII 0.04391 0.11862655251457355 0.5375121692624347 0.21364611485267915 0.3149277081330908 0.5375121692624347 0.789027190869362 16.12855321679773 16.12855321679773 30.746458383290598 30.746458383290598 59151.46186339995 59141.45973380003 18.690785435859482 18.690785435859482 18.848824579933904 1.3323789363970633 1.8654405700061454 0.9111072763424095 87.36475829 -24.76955004 0.0004376685434974714 15.806182366812228 18.940240514445303 17.909976371908186 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.8654405700061454 0.9111072763424095 87.36475829 -24.76955004 0.0004376685434974714 15.806182366812228 18.940240514445303 17.909976371908186 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.00212959991768 0.9111072763424095 1.8654405700061454 1.030264142537117 0.48841399237897354 0.2494550785858216 -0.9388482080257177 False 0.04391 Inputed -17.62053970119368 -17.778578845268104 """""" """""" """"""
-0.007996786435318308 0.6436593164835007 -20.45905147703826 18.279005477748335 6463.287425834094 126.16941476467701 39 29 29 72.92052080016583 59 True True 2018fsm 33.599792083333 30.811919 SNII 0.04 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 33.599792083333 30.811919 TNS 2018fsm ZTF18absldfl 2018fsm SNII 0.04 -0.05457163708880941 0.43340823325315014 0.05273758729513389 0.16943774187256366 0.43340823325315014 0.7425184113629513 40.64177924578477 40.64177924578477 32.278741554381064 32.278741554381064 58370.386388900224 58364.38090279978 17.98942340669354 17.98942340669354 18.08308196646834 5.281596856482756 2.088548423264267 2.3853146451150486 33.59902584892235 30.81199613092485 0.004624351063331256 18.319131495156288 18.803702191157342 18.50544983575821 0.9500000000000001 """""" """""" """""" """""" 0 False True all False False 0 2.088548423264267 2.3853146451150486 33.59902584892235 30.81199613092485 0.004624351063331256 18.319131495156288 18.803702191157342 18.50544983575821 0.9500000000000001 False False 0.3 0.7 1.5 0.02 8 3 6.005486100446433 2.3853146451150486 2.088548423264267 0.2982523553991321 1.1420920954214482 0.8142787844638022 0.422367869289868 False 0.04 Inputed -18.181722921013076 -18.27538148078788 """""" """""" """"""
-0.17380244781672566 0.27399523142324217 -7.687721432727699 19.047847508516412 5690.923638181862 194.4205248643118 21 10 10 36.92081020027399 63 True True 2020czb 228.9011958333333 4.231691666666666 SNIa 0.099 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 228.9011958333333 4.231691666666666 TNS 2020czb ZTF20aappghn 2020czb SNIa 0.099 -0.04852264842111964 0.25118397716841656 0.02041919888113597 0.09324483449871934 0.25118397716841656 0.42662304806960805 8.72779595102697 8.72779595102697 28.19301424924702 28.19301424924702 58908.485625000205 58899.51905089989 18.64213288130514 18.6583186381341 18.64213288130514 1.500482467635755 1.4031295317679795 1.6329085928337037 228.9014661033305 4.231326849136606 0.0006706881961212607 16.810134823909998 18.037496129708288 17.174118975859884 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.4031295317679795 1.6329085928337037 228.9014661033305 4.231326849136606 0.0006706881961212607 16.810134823909998 18.037496129708288 17.174118975859884 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 8.966574100311846 1.6329085928337037 1.4031295317679795 0.8633771538484041 1.1637618308668884 -0.6208225084258139 -1.4680139054452574 False 0.099 Inputed -19.619333435575225 -19.603147678746264 """""" """""" """"""
-0.05003885041066757 0.7592054251971403 -8.748234445842133 17.25857698406736 6751.180501160716 114.78498012905524 65 62 62 71.92190979979932 146 True False 2021een 306.685083 16.551711 SLSN-I 0.16 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 306.685083 16.551711 TNS 2021een ZTF21aakjkec 2021een SLSN-I 0.16 -0.21118615352680692 0.26510527793589134 -0.1083205035608259 0.004852288031795382 0.26510527793589134 0.5759444171235906 22.73397424407193 22.73397424407193 49.18793555572739 49.18793555572739 59282.53927080007 59256.56244210014 17.1812814094731 17.473182370628653 17.1812814094731 0.5292353322243067 0.7 1.6002199997841644 306.68536232 16.55135618 0.012130285714519684 21.74209751148224 25.429455722284317 22.648790682125092 0.5 """""" """""" """""" """""" 0 False True all False False 0 0.7 1.6002199997841644 306.68536232 16.55135618 0.012130285714519684 21.74209751148224 25.429455722284317 22.648790682125092 0.5 False False 0.3 0.7 1.5 0.02 8 3 25.976828699931502 1.6002199997841644 0.7 2.7806650401592243 2.286028571120235 7.956273351655664 5.467509272651991 False 0.16 Inputed -22.148126311198233 -21.85622535004268 """""" """""" """"""
-0.20016715410770097 0.19559206208137325 -9.888188444856219 17.031654062811374 6169.926092797321 117.56894845860475 104 63 63 74.88519679987803 55 True True 2021ipb 240.8874833333333 14.55225277777778 SNIa 0.036912 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 240.8874833333333 14.55225277777778 TNS 2021ipb ZTF21aatlesr 2021ipb SNIa 0.036912 -0.09486210067008471 0.4183237707721901 0.016802504093536896 0.13906769677073072 0.4183237707721901 0.7492399385433792 16.171929237756927 16.171929237756927 58.7132675621211 58.7132675621211 59328.32981480006 59310.42150459997 16.328209497266858 16.328209497266858 16.548944686353924 7.878862066226813 0.7 3.0212191387803533 240.88832211 14.55246532 0.07228769033732974 22.951489560222626 24.5972247338295 23.48532555923462 0.15 """""" """""" """""" """""" 0 False True all False False 0 0.7 3.0212191387803533 240.88832211 14.55246532 0.07228769033732974 22.951489560222626 24.5972247338295 23.48532555923462 0.15 False False 0.3 0.7 1.5 0.02 8 3 17.908310200087726 0.0 0.0 0.0 0.0 7.3117905027331425 6.721055313646076 True 0.036912 Inputed -19.53977124402996 -19.760506433117026 """""" """""" """"""
-0.030271628011656792 0.47784162457513496 -23.874565424308255 18.21460361582124 3584.4597187176537 210.66499130628657 20 16 16 74.97194449976087 66 True True 2019uwd 199.08641666666 30.680220194444 SNIIP 0.018883 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 199.08641666666 30.680220194444 TNS 2019uwd ZTF19ackjvtl 2019uwd SNIIP 0.018883 0.8840171772494791 1.350013011095875 0.9928016747914938 1.1065961835917406 1.350013011095875 1.6159512831719738 35.47239941853198 35.47239941853198 39.49954508122889 39.49954508122889 58835.48585649999 58800.5338773001 18.114851634962847 19.23345556640724 18.114851634962847 1.9522244275185632 5.751835467381008 7.222128136185287 199.0855729654785 30.6783498712552 0.0014711050169077255 14.077460051862001 14.954254160884023 14.359690927959084 0.985 """""" """""" """""" """""" 3 False True all False False 0 0.7 4.821253948718759 199.084867688907 30.6800827525703 0.38674600341166987 24.337543822753428 22.145353308167458 22.255620332640408 0.13333333333333333 False False 0.3 0.7 1.5 0.02 8 3 34.95197919989005 7.222128136185287 5.751835467381008 0.5945632329249388 1.2556214754650743 -4.279201405523217 -3.7551607070037623 False 0.018883 Inputed -16.508631409735862 -15.39002747829147 """""" """""" """"""
-0.14877061757911228 0.3261667125510027 -6.166712302885688 19.07874195198145 5240.922015852233 152.40371429764002 28 23 23 43.95776619995013 40 True True 2021ret 2.0573041666666665 32.09144166666667 SNIa 0.079 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 2.0573041666666665 32.09144166666667 TNS 2021ret ZTF21abicabp 2021ret SNIa 0.079 0.06506355848039647 0.4945516598240616 0.161857945452347 0.2654670309875513 0.4945516598240616 0.75536885637041 11.36855771891986 11.36855771891986 32.58920848103027 32.58920848103027 59401.411284700036 59391.40671300003 18.746150289919356 18.746150289919356 18.748751592686055 1.2484016567571303 0.7687127162497772 4.226872348107889 2.05670115198695 32.0903845063199 0.0011848979478306099 16.701574310846325 17.64470848822832 17.03364970942855 0.865 """""" """""" """""" """""" 0 False True all False False 0 0.7687127162497772 4.226872348107889 2.05670115198695 32.0903845063199 0.0011848979478306099 16.701574310846325 17.64470848822832 17.03364970942855 0.865 False False 0.3 0.7 1.5 0.02 8 3 10.004571700002998 4.226872348107889 0.7687127162497772 0.611058778799773 5.498637213560098 -1.1014418016910348 -1.715101883257507 False 0.079 Inputed -19.01339257052544 -19.01599387329214 """""" """""" """"""
-0.14825908987728775 0.3813564978370624 -5.7453454600571945 18.699635471020535 5454.5917157417225 123.298842838877 46 21 21 33.01687500020489 99 True True 2021rdp 215.25993749999998 48.040588888888884 SNIa 0.075 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 215.25993749999998 48.040588888888884 TNS 2021rdp ZTF21abifxhe 2021rdp SNIa 0.075 0.01771512715972179 0.5476722758200054 0.13413478818695168 0.2608216465250983 0.5476722758200054 0.884106647144904 13.735119069262954 13.735119069262954 19.281755930941937 19.281755930941937 59406.20288190013 59393.224687499925 18.38550669297345 18.38550669297345 18.442294658012848 0.9013829596049922 2.592060467241088 5.022196533239573 215.25786581692353 48.0404228449275 0.0015474901315074563 15.808261954310536 16.9621212460804 16.188693799421788 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 2.592060467241088 5.022196533239573 215.25786581692353 48.0404228449275 0.0015474901315074563 15.808261954310536 16.9621212460804 16.188693799421788 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 12.978194400202483 5.022196533239573 2.592060467241088 0.7734274466586122 1.9375306234985517 -1.4233854468930502 -2.25360085859106 False 0.075 Inputed -19.205106765340616 -19.261894730380014 """""" """""" """"""
-0.10351889931861066 0.33882850586422447 -6.474912142716873 18.828601432245968 5051.553168389751 233.53207834449955 24 6 6 23.06324080005288 84 True True 2020omq 234.64333333333332 6.65045 SNII 0.0381 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 234.64333333333332 6.65045 TNS 2020omq ZTF20abkkuhh 2020omq SNII 0.0381 0.09979352909365247 0.37362973061986793 0.16379779198629407 0.23070688333776346 0.37362973061986793 0.529376727589213 13.937621081255243 13.937621081255243 9.125619718797639 9.125619718797639 59051.16949070012 59041.211678199936 18.68090355154132 18.68090355154132 18.739327619282893 1.2091366222926685 4.669370987448415 6.023450666278221 234.6449757129495 6.6508218920196 0.0017947384376434394 14.86765111182928 15.512739859991072 15.079296866400242 1.0 """""" """""" """""" """""" 2 False True all False False 0 0.7 3.242083978062168 234.644230408646 6.65058073616554 0.10665519509920651 23.333081828899385 22.806793428850174 23.070606251592636 0.15 False False 0.3 0.7 1.5 0.02 8 3 9.957812500186265 6.023450666278221 4.669370987448415 0.4334429935908304 1.2899918816623617 -3.168163691550248 -3.6600307528826512 False 0.0381 Inputed -17.41880266393479 -17.477226731676364 """""" """""" """"""
-0.32676478980737755 0.24001744824596183 -3.8686853617962234 18.312039953050732 5775.159129371538 294.066222831067 28 21 21 36.98261580010876 47 True True 2019iep 1.5776237499999 25.462640694444 SNIbn 0.057 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 1.5776237499999 25.462640694444 TNS 2019iep ZTF19abamqxo 2019iep SNIbn 0.057 -0.10089751671027614 0.08176438794020768 -0.0577081943227995 -0.01289762771018843 0.08176438794020768 0.18345054755574353 6.523550126468772 6.523550126468772 30.45906567363999 30.45906567363999 58663.46136569977 58657.43631940009 17.791200383671526 17.791200383671526 17.94094013861284 0.5892301797692642 1.3690066456981893 5.9748701305187515 1.57916305391877 25.4635479268755 0.007155878698050566 18.073817692698242 18.568121133081913 18.26281955135703 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.3690066456981893 5.9748701305187515 1.57916305391877 25.4635479268755 0.007155878698050566 18.073817692698242 18.568121133081913 18.26281955135703 1.0 False False 0.3 0.7 1.5 0.02 8 3 6.025046299677342 5.9748701305187515 1.3690066456981893 0.3053015817248834 4.364383583741907 0.7769207494103867 0.3218794127441882 False 0.057 Inputed -19.101675279337815 -19.25141503427913 """""" """""" """"""
-0.16985628287412594 0.354186094292464 -3.932936565562663 18.32726989138752 5719.448727663971 73.43446853600285 91 64 64 33.9809837997891 64 True False 2020txg 15.6202375 -12.799997222222222 SNIa 0.06 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 15.6202375 -12.799997222222222 TNS 2020txg ZTF20acbeanu 2020txg SNIa 0.06 -0.036712424371312835 0.9239298403505387 0.15619086723208042 0.3783806085737922 0.9239298403505387 1.6312196671621457 12.187751189523912 12.187751189523912 21.79323261026519 21.79323261026519 59120.34581020009 59110.33577550016 17.899733162194195 17.899733162194195 18.189109878248882 0.9995166454674529 0.9149426785526211 0.0820430743231538 15.62025433 -12.79998141 0.00026843537267740025 17.11138756456971 18.208965880215167 17.515408965098857 0.8699999999999999 """""" """""" """""" """""" 0 False True all False False 0 0.9149426785526211 0.0820430743231538 15.62025433 -12.79998141 0.00026843537267740025 17.11138756456971 18.208965880215167 17.515408965098857 0.8699999999999999 False False 0.3 0.7 1.5 0.02 8 3 10.01003469992429 0.0820430743231538 0.9149426785526211 0.6935569151163108 0.08967017961490278 0.3092327180209722 -0.6737009131500251 False 0.06 Inputed -18.96639110294892 -19.255767819003605 """""" """""" """"""
-0.011369277285500017 0.46103218694492465 -31.93561715985223 19.75976474195221 5442.012406778789 185.31917643964758 90 51 51 72.84097220003605 49 True True 2021wzr 344.4103458333333 14.501761111111112 SNII 0.0633 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 344.4103458333333 14.501761111111112 TNS 2021wzr ZTF21abvtynt 2021wzr SNII 0.0633 0.2061572251683046 0.5853088505946538 0.293371454488323 0.38549480273477243 0.5853088505946538 0.8073882151221525 44.205299628854306 44.205299628854306 28.635672571181743 28.635672571181743 59461.360682900064 59453.3232522998 19.634768086704344 19.646371738256512 19.634768086704344 0.5039719396907983 0.7 0.17535715320814174 344.410297076214 14.5017731321238 0.005816643838378988 21.850004894104003 20.973184109363558 21.059816674821377 0.6799999999999999 """""" """""" """""" """""" 0 False True all False False 0 0.7 0.17535715320814174 344.410297076214 14.5017731321238 0.005816643838378988 21.850004894104003 20.973184109363558 21.059816674821377 0.6799999999999999 False False 0.3 0.7 1.5 0.02 8 3 8.037430600263178 0.17535715320814174 0.7 -0.08663256545781906 0.25051021886877395 1.3268123711070459 1.4250485881170327 False 0.0633 Inputed -17.63863614035786 -17.627032488805693 """""" """""" """"""
-0.16955932827406217 0.3459459323416756 -5.001479344379744 18.098820404089853 6120.841810322494 151.83365015154044 17 16 16 29.917685199994594 308 True False 2021pib 284.08784999999995 -23.745055555555556 SNIa 0.067 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 284.08784999999995 -23.745055555555556 TNS 2021pib ZTF21abcgufz 2021pib SNIa 0.067 -0.14771222677973128 0.21642268544639265 -0.06607920722049343 0.02160440419833165 0.21642268544639265 0.43947038039245 10.260372459256217 10.260372459256217 19.657312740738377 19.657312740738377 59365.440497700125 59356.43883100012 17.615012186871652 17.615012186871652 17.751704863668508 2.0951849050228173 2.797653596812808 2.421812288804091 284.08843255 -23.74464541 0.0013594154214596754 16.081830103063584 17.282163116931915 16.502380123233795 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.797653596812808 2.421812288804091 284.08843255 -23.74464541 0.0013594154214596754 16.081830103063584 17.282163116931915 16.502380123233795 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.001666700001806 2.421812288804091 2.797653596812808 0.7797829936981202 0.8656583829974913 -0.33284906993973706 -1.2493247404347123 False 0.067 Inputed -19.646878585517356 -19.78357126231421 """""" """""" """"""
-0.1666155059324473 0.2512022537162244 -6.0595752583350535 17.88169377000512 5006.232836755213 215.54092284890083 17 5 5 10.063888799864799 72 True True 2020dkm 204.3724 4.104705555555555 SNIa 0.0231 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 204.3724 4.104705555555555 TNS 2020dkm ZTF20aarasxl 2020dkm SNIa 0.0231 0.11359881745627831 0.41540434496288725 0.18375850821002615 0.25736228861058663 0.41540434496288725 0.5887790912827988 12.295839980780833 12.295839980780833 -2.2319511809160346 -2.2319511809160346 58914.50439810008 58904.44050930021 17.575765008058095 17.737222143723642 17.575765008058095 1.3943960815977987 3.5087915309518665 0.9238595324411241 204.3723861021545 4.1044493025768 0.00023296637686442967 13.366927177029847 14.295294054487943 13.679639046490193 0.845 """""" """""" """""" """""" 0 False True all False False 0 3.5087915309518665 0.9238595324411241 204.3723861021545 4.1044493025768 0.00023296637686442967 13.366927177029847 14.295294054487943 13.679639046490193 0.845 False False 0.3 0.7 1.5 0.02 8 3 10.063888799864799 0.9238595324411241 3.5087915309518665 0.6156550079977503 0.26329849587572934 -3.4419280892356987 -3.8961259615679023 False 0.0231 Inputed -17.487742405044887 -17.32628526937934 """""" """""" """"""
-0.17917405701185174 0.16609982375779633 -9.511523735215794 18.411312107818304 5458.798425353196 120.60425249258742 51 38 38 73.8924421002157 41 True True 2021bta 210.68489583333331 25.55755 SNIa 0.061207 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 210.68489583333331 25.55755 TNS 2021bta ZTF21aagyrvh 2021bta SNIa 0.061207 0.06174931532231298 0.6232900163475072 0.18488677708744206 0.31903312567930087 0.6232900163475072 0.9809734001452242 13.582827459663655 13.582827459663655 60.30961464055205 60.30961464055205 59262.52062499989 59249.44539349992 17.87065692018667 17.87065692018667 17.881941034743598 2.787026709310194 3.7476038768039803 3.3804918314926824 210.685247974253 25.558433654928052 0.0016545928765739903 15.553472954705656 16.493146813379525 15.900685137796998 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.7476038768039803 3.3804918314926824 210.685247974253 25.558433654928052 0.0016545928765739903 15.553472954705656 16.493146813379525 15.900685137796998 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 13.07523149996996 3.3804918314926824 3.7476038768039803 0.5924616755825269 0.9020408620069053 -1.3775101068071436 -1.9812558969465996 False 0.061207 Inputed -19.317410926611483 -19.328695041168412 """""" """""" """"""
-0.1990768620600979 0.13544624810148093 -5.177649844073269 18.781115902135127 5236.252548133041 108.79164101024566 46 29 29 57.85034720040858 62 True False 2021zs 137.84074999999999 77.56016111111111 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 137.84074999999999 77.56016111111111 TNS 2021zs ZTF21aacscvb 2021zs SNIa 0.07 0.07654136006345524 0.7176044783518165 0.21518563103286326 0.3675622187798169 0.7176044783518165 1.1357831335338133 14.840981435888029 14.840981435888029 43.00936576452055 43.00936576452055 59233.34379629977 59223.367418999784 18.14566488223965 18.14566488223965 18.43086559467046 1.4068133529912745 2.4092659477967127 4.9225498304960595 137.84060561 77.55879409 0.002171136700506171 16.37728761125803 17.118915084779264 16.731781253278257 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.4092659477967127 4.9225498304960595 137.84060561 77.55879409 0.002171136700506171 16.37728761125803 17.118915084779264 16.731781253278257 1.0 False False 0.3 0.7 1.5 0.02 8 3 9.97637729998678 4.9225498304960595 2.4092659477967127 0.3871338315010071 2.0431741190704824 -1.0267497974603863 -1.6990843413922043 False 0.07 Inputed -19.064300356920334 -19.349501069351145 """""" """""" """"""
-0.14423578996001604 0.4037800065188949 -3.7859912558269975 18.700229424729205 5985.408473509213 197.78545949765476 30 14 14 22.93414349993691 39 True False 2021lyi 153.7423958333333 -3.538988888888889 SNIa 0.07632 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 153.7423958333333 -3.538988888888889 TNS 2021lyi ZTF21abaiicy 2021lyi SNIa 0.07632 -0.13741355321000626 0.13535384015756335 -0.07468698261881812 -0.00841394891603997 0.13535384015756335 0.29509434191708905 13.47634128105589 13.47634128105589 9.45780221888102 9.45780221888102 59353.22322920011 59342.248414400034 18.371932537358326 18.371932537358326 18.37893803081349 0.5741555525909062 2.888964610195471 3.0118181801779986 153.74306621 -3.53848666 0.001031326072977401 15.543229355978966 16.37361097433567 15.874598835134506 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.888964610195471 3.0118181801779986 153.74306621 -3.53848666 0.001031326072977401 15.543229355978966 16.37361097433567 15.874598835134506 1.0 False False 0.3 0.7 1.5 0.02 8 3 10.974814800079912 3.0118181801779986 2.888964610195471 0.49901213920116305 1.042525121127813 -1.9983215630226567 -2.504339195678984 False 0.07632 Inputed -19.306982513804876 -19.31398800726004 """""" """""" """"""
-0.1383542912980187 0.46054170319646487 -3.515134078528322 19.10960003587091 5534.940207755207 159.56614913318862 77 53 53 23.10627319989726 30 True True 2020cot 158.89852499999998 22.64063611111111 SNIa 0.09815 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 158.89852499999998 22.64063611111111 TNS 2020cot ZTF20aandwrl 2020cot SNIa 0.09815 -0.03504753543121808 0.3430937060911141 0.05039957157682551 0.14170996128221702 0.3430937060911141 0.5715881157086713 11.187500233838014 11.187500233838014 11.918772966059246 11.918772966059246 58900.33192129992 58891.23339120019 18.85152958191362 18.85152958191362 18.93203965678287 0.3091622756964099 1.6287495584596088 6.731128753299323 158.900227889304 22.641648976904847 0.0026717669483559137 16.43453539449692 17.58875602180481 16.799823162621855 0.9949999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.7 6.237548656939247 158.896746184108 22.6411900054099 0.32825966347829627 23.43018998906851 23.642260544652938 24.288068700842857 0.5 False False 0.3 0.7 1.5 0.02 8 3 9.098530099727213 6.731128753299323 1.6287495584596088 0.7889328591829532 4.132697208320532 -1.262773560108812 -2.132216494161014 False 0.09815 Inputed -19.310317303724904 -19.390827378594153 """""" """""" """"""
-0.11728877601826998 0.40122797708879876 -18.224982226845043 19.020232948869456 5698.606905528171 95.69394595621256 30 19 19 38.98112270003185 41 True False 2021iet 203.8322 -14.554347222222223 SNIa 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 203.8322 -14.554347222222223 TNS 2021iet ZTF21aarzgql 2021iet SNIa 0.1 0.162847629548466 0.9556713172441178 0.3313270161420583 0.5185467955821501 0.9556713172441178 1.4889253901414747 11.602558459618471 11.602558459618471 27.378564240413375 27.378564240413375 59329.354560200125 59307.31314809993 18.823883146044118 18.823883146044118 18.839736692945866 0.6793614939664344 1.2120487031777483 2.3029238603367155 203.83282132 -14.5545653 0.009697328758004997 20.254290235579013 20.637760478782653 20.247263397431375 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.2120487031777483 2.3029238603367155 203.83282132 -14.5545653 0.009697328758004997 20.254290235579013 20.637760478782653 20.247263397431375 1.0 False False 0.3 0.7 1.5 0.02 8 3 22.041412100195885 2.3029238603367155 1.2120487031777483 0.3904970813512776 1.9000258440926603 1.8138773327385351 1.4075267044855089 False 0.1 Inputed -19.44400540552506 -19.45985895242681 """""" """""" """"""
-0.08805129750815 0.3060179560788579 -15.861590384270642 18.412972940764313 6002.416593188251 119.56323121138252 31 25 25 69.83925920026377 59 True True 2019bas 246.71545791666 29.3857 SNIa 0.078316 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 246.71545791666 29.3857 TNS 2019bas ZTF19aakpcfy 2019bas SNIa 0.078316 0.004532592509356448 0.5486250233020975 0.1235356088499131 0.25339815934672316 0.5486250233020975 0.896608400738419 2.6098319256508073 2.6098319256508073 67.22942727461296 67.22942727461296 58543.525254600216 58538.50180559978 18.0564844643134 18.0564844643134 18.150606459326486 2.3050465676994962 2.20588228328431 6.82613576931691 246.716674520137 29.38727214747275 0.00451711265733834 16.907533874462246 17.648101389267445 17.174466356418133 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.2928437729462126 3.9702121259112406 246.715501636131 29.38459782143265 0.006472749474086048 19.239698808609248 21.514225516228677 20.280252968808412 0.03333333333333333 False False 0.3 0.7 1.5 0.02 8 3 5.023449000436813 6.82613576931691 2.20588228328431 0.4736350328493124 3.0945149798082436 -0.40838307504595406 -0.976140102908353 False 0.078316 Inputed -19.592328881673737 -19.686450876686823 """""" """""" """"""
-0.04459706023419627 0.017469743209069303 -18.442302999841758 15.962131979228712 3077.484569560092 256.88119068407786 61 31 31 74.89140040008351 428 True True 2020fqv 189.13858333333332 11.231630555555556 SNIIb 0.007522 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 189.13858333333332 11.231630555555556 TNS 2020fqv ZTF20aatzhhl 2020fqv SNIIb 0.007522 1.146168577931098 1.5633152049597818 1.2448410571758686 1.3471764344829147 1.5633152049597818 1.7955829795923677 95.24023062161245 95.24023062161245 -20.348830221528942 -20.348830221528942 58962.268391199876 58939.338136599865 15.435647379235194 16.413173699542263 15.435647379235194 39.273035818950746 12.369800002701242 29.985156203833775 189.14276147908402 11.2388818681295 0.0009024953873801866 10.66639724983692 12.439849218595029 11.129488335843087 1.0 """""" """""" """""" """""" 164 False True all False False 0 1.7846141932346336 0.3204196322428157 189.13850018 11.23166619 0.0016497395941786897 17.735511943292618 23.64 23.27 1.0 False False 0.3 0.7 1.5 0.02 8 3 22.930254600010812 29.985156203833775 12.369800002701242 1.310360882751942 2.424061520581238 -3.973324480947234 -4.306159043392107 False 0.007522 Inputed -17.182778051299703 -16.205251730992632 """""" """""" """"""
-0.11534353101692314 0.5118745229039272 -3.8613329655395794 18.174268559263705 6156.152665392156 83.57909274817038 38 23 23 35.93062500003725 43 True True 2020qql 247.74212499999996 32.30756944444444 SNIa 0.076 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 247.74212499999996 32.30756944444444 TNS 2020qql ZTF20abpqdgh 2020qql SNIa 0.076 -0.1387032605816998 0.611463468504251 0.015319449363008886 0.19030524555346062 0.611463468504251 1.1435569192873167 13.908097873572467 13.908097873572467 22.022527126464784 22.022527126464784 59075.19679399999 59063.2332870001 17.869979650080875 17.869979650080875 18.082616822440475 0.27997391315037046 1.6309420948779514 4.399326160010217 247.7433800088705 32.30696262494295 0.0031863689379115767 17.486469248066545 18.108097663613556 17.752689357635973 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.6309420948779514 4.399326160010217 247.7433800088705 32.30696262494295 0.0031863689379115767 17.486469248066545 18.108097663613556 17.752689357635973 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 11.963506999891251 4.399326160010217 1.6309420948779514 0.35540830597758344 2.697414073636644 0.2381180135326808 -0.3299274648045021 False 0.076 Inputed -19.59402646199222 -19.80666363435182 """""" """""" """"""
-0.12592804963785925 0.3364259424445031 -6.185580565041564 19.437162283614782 6031.775243006203 228.1830773800334 35 22 22 17.1038772999309 54 True True 2020dkz 161.2710833333333 23.8099 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 161.2710833333333 23.8099 TNS 2020dkz ZTF20aaqgmji 2020dkz SNIa 0.08 -0.13711275310297566 0.09590282625753943 -0.08292918239860114 -0.026094925523047152 0.09590282625753943 0.22965590223454413 16.443891015471095 16.443891015471095 0.659986284459805 0.659986284459805 58912.255324100144 58898.2766435002 18.97065917632277 18.97065917632277 19.174475251542273 0.19864876219580438 0.9121961927126855 2.2162302889354457 161.27158305917249 23.8094877376354 0.03800083362053075 22.47220217872262 22.046935793981554 22.09678371518731 0.63 """""" """""" """""" """""" 0 False True all False False 0 0.9121961927126855 2.2162302889354457 161.27158305917249 23.8094877376354 0.03800083362053075 22.47220217872262 22.046935793981554 22.09678371518731 0.63 False False 0.3 0.7 1.5 0.02 8 3 13.978680599946529 2.2162302889354457 0.9121961927126855 -0.04984792120575676 2.4295544167366327 3.0762766176587846 2.922308463645038 False 0.08 Inputed -18.615458770529106 -18.81927484574861 """""" """""" """"""
-0.23937537232903525 0.1870266495725357 -9.212084155771278 18.129103590358117 5029.362129874242 159.52573732883343 34 22 22 62.93048609979451 60 True True 2019lmh 265.75169291666 25.099231416666 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 265.75169291666 25.099231416666 TNS 2019lmh ZTF19abgprpq 2019lmh SNIa 0.05 0.1510201904698647 0.5836978138933944 0.24913120484730555 0.3537320591438444 0.5836978138933944 0.8436993935763404 10.791079986477335 10.791079986477335 52.13940611331717 52.13940611331717 58694.191192099825 58681.191689800005 17.61863097922583 18.239978124908617 17.61863097922583 2.5898113233940463 3.846452140065582 6.486089382542348 265.753289994548 25.098157001336098 0.0026284367309490353 15.631675970773696 17.005941888747216 16.06515731612444 0.99 """""" """""" """""" """""" 0 False True all False False 0 3.846452140065582 6.486089382542348 265.753289994548 25.098157001336098 0.0026284367309490353 15.631675970773696 17.005941888747216 16.06515731612444 0.99 False False 0.3 0.7 1.5 0.02 8 3 12.999502299819142 6.486089382542348 3.846452140065582 0.9407845726227748 1.6862524597619872 -1.2340362361614012 -1.5534736631013892 False 0.05 Inputed -19.135907651949445 -18.51456050626666 """""" """""" """"""
-0.15551925977929332 0.3424583685361018 -3.932496934901497 18.35454313763663 5494.038615039474 234.98623896183935 47 25 25 52.97534719994292 39 True True 2020qsd 282.95396666666664 77.90217777777778 SNIa 0.054 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 282.95396666666664 77.90217777777778 TNS 2020qsd ZTF20abpsbyg 2020qsd SNIa 0.054 -0.03224607352630926 0.2142198194167122 0.02528170620073311 0.08547533021224041 0.2142198194167122 0.3547317540329722 10.950003570311155 10.950003570311155 42.02534362963176 42.02534362963176 59069.30424770014 59061.31224540016 18.017826947446366 18.017826947446366 18.12538664584035 0.8961625832726217 2.1031250127418324 9.640596024441935 282.9451615257685 77.90411850976821 0.0017758528461457868 14.998440826077461 16.18125359418869 15.394894093801975 0.975 """""" """""" """""" """""" 0 False True all False False 0 2.1031250127418324 9.640596024441935 282.9451615257685 77.90411850976821 0.0017758528461457868 14.998440826077461 16.18125359418869 15.394894093801975 0.975 False False 0.3 0.7 1.5 0.02 8 3 7.99200229998678 9.640596024441935 2.1031250127418324 0.7863595003867143 4.583938646554131 -1.836573353257677 -2.730492552038376 False 0.054 Inputed -18.79830837876643 -18.905868077160413 """""" """""" """"""
-0.05935203434951999 0.3159311207276493 -6.676971786174522 19.878266325449648 4407.654430379322 231.38866927254392 13 5 5 12.023368100170046 64 True True 2019eff 248.41310916666 13.910200583333 SNIIb 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 248.41310916666 13.910200583333 TNS 2019eff ZTF19aasckkq 2019eff SNIIb 0.05 0.3157379425004443 0.6334234582410936 0.3901140274458754 0.46777853729550856 0.6334234582410936 0.8136221423219219 20.715978487757347 20.715978487757347 -8.692610387587301 -8.692610387587301 58608.37674769992 58600.39730319986 19.53393003334003 20.037555106711423 19.53393003334003 2.203316217563528 2.0425358987166673 13.121161548681034 248.413501678317 13.90657578494535 0.011693751781196582 16.78170355407119 17.716181552927495 17.122022506344315 0.9949999999999999 """""" """""" """""" """""" 4 False True all False False 0 0.7 5.964320050048128 248.41230321 13.911661 0.9996104042526225 27.46683938677311 22.575668389701843 24.515215569853783 0.75 False False 0.3 0.7 1.5 0.02 8 3 7.979444500058889 13.121161548681034 2.0425358987166673 0.5941590465831794 6.423956395050441 -2.3213735537839284 -2.4119075269957158 False 0.05 Inputed -17.220608597835245 -16.716983524463853 """""" """""" """"""
-0.0034099940112365676 0.4521411060415633 -12.65684764589424 18.29616686814535 5061.903103181323 199.0219732400079 29 20 20 72.96857640007511 36 True True 2019edy 190.41112499999 -9.165511 SNII 0.035905 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 190.41112499999 -9.165511 TNS 2019edy ZTF19aariwfe 2019edy SNII 0.035905 0.15011022884312197 0.4878757350998981 0.22819621744140406 0.310410136645789 0.4878757350998981 0.6838892133324492 225.12354740037875 225.12354740037875 -152.15497100030365 -152.15497100030365 58601.23524310021 58596.22973380005 18.211607854358995 18.211607854358995 18.300411389609366 3.5775195078059427 4.608700044822823 8.749155939409544 190.411048181355 -9.163081862456746 0.0012545644490692398 14.042881028026343 14.99041759834051 14.364802101187706 0.9949999999999999 """""" """""" """""" """""" 3 False True all False False 0 0.7 4.986392629351179 190.410077293868 -9.16643224518212 0.3932121829324422 24.283806279230117 24.091845280337335 24.497746601235868 0.25 False False 0.3 0.7 1.5 0.02 8 3 5.005509300157428 8.749155939409544 4.608700044822823 0.6256154971528041 1.8983999510312886 -3.2211902560184846 -3.9356092884216594 False 0.035905 Inputed -17.727708086531468 -17.81651162178184 """""" """""" """"""
-0.006791409033729417 0.34417092252381914 -13.226738408855649 18.796826897328714 4282.128022198349 211.38837709010315 58 25 25 69.9233912001364 67 True True 2020awg 237.26041124999 17.937878944444 SNII 0.03181 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 237.26041124999 17.937878944444 TNS 2020awg ZTF20aaifzfk 2020awg SNII 0.03181 0.4245458465599583 0.7974454858294706 0.511389772657715 0.6023823901653351 0.7974454858294706 1.0110754083283382 176.80816778233617 176.80816778233617 -106.88477658219978 -106.88477658219978 58906.51973380009 58873.538668999914 18.653688119013168 18.848773726126037 18.653688119013168 0.9340161828077471 3.447721462084558 9.624191432205789 237.261131550964 17.9404630076839 0.0014562195924043841 14.425639882719516 15.353301602313518 14.730238563776016 0.99 """""" """""" """""" """""" 2 False True all False False 0 0.7 3.818888363508562 237.259728659756 17.9387177352129 0.26459316305047664 24.280450284409522 22.91676653931618 24.693593645174502 0.35 False False 0.3 0.7 1.5 0.02 8 3 32.981064800173044 9.624191432205789 3.447721462084558 0.6230630385375022 2.7914643157938923 -3.495472123812519 -3.923449555237152 False 0.03181 Inputed -17.10929295096663 -16.91420734385376 """""" """""" """"""
-0.07934444800694626 0.7073568814488425 -0.9581365914778559 18.001749978402994 5186.949345098124 81.93962410149129 24 24 24 52.96540510002524 35 True False 2021uuh 28.970249999999997 -10.473019444444445 SNII 0.053 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 28.970249999999997 -10.473019444444445 TNS 2021uuh ZTF21abouznj 2021uuh SNII 0.053 0.03907224270954046 0.9223896724765623 0.22102123782337202 0.4272533678268182 0.9223896724765623 1.5472411758685283 23.406596090473084 23.406596090473084 29.558809009552153 29.558809009552153 59434.43898149999 59414.43775459984 17.973355275587505 17.973355275587505 17.980718936967797 0.8809674584204087 3.3180146736156515 4.467803371034823 28.97092968 -10.47197373 0.0022087024335336602 16.006150256073475 16.639679792046547 16.244272755545378 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.3180146736156515 4.467803371034823 28.97092968 -10.47197373 0.0022087024335336602 16.006150256073475 16.639679792046547 16.244272755545378 1.0 False False 0.3 0.7 1.5 0.02 8 3 20.00122690014541 4.467803371034823 3.3180146736156515 0.3954070365011688 1.346529117716723 -1.3336754835409579 -1.7364461814224192 False 0.053 Inputed -18.901879137166752 -18.909242798547044 """""" """""" """"""
-0.013171330315211671 0.288648233422789 -11.954349923552382 19.18443946994589 5506.872026391917 163.20879944450832 61 39 39 74.94199079973623 65 True True 2018cxn 237.02690666666 55.714807694444 SNIIP 0.0401 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 237.02690666666 55.714807694444 TNS 2018cxn ZTF18abckutn 2018cxn SNIIP 0.0401 0.041452165814003905 0.4321157670627116 0.1300634929879223 0.22452169485383777 0.4321157670627116 0.666654956714062 88.36437352090414 88.36437352090414 -13.422382721167907 -13.422382721167907 58296.18261570018 58290.20109950006 18.932244162621974 18.932244162621974 18.942963197295715 2.2475721030988587 4.737902614572732 13.112987274522645 237.028690500393 55.7183088564843 0.002668175339021528 14.401520804497599 15.11443418348074 14.676591154044866 0.9949999999999999 """""" """""" """""" """""" 10 False True all False False 0 0.7 1.19407923852049 237.02741905880652 55.714644275471954 0.004535565951145681 20.82282865939379 20.721209982750416 20.849972390539648 0.4699999999999999 False False 0.3 0.7 1.5 0.02 8 3 5.981516200117767 13.112987274522645 4.737902614572732 0.4378430294358733 2.7676776711682547 -3.8178099791412343 -4.266372043250849 False 0.0401 Inputed -17.327316073058256 -17.338035107731997 """""" """""" """"""
-0.1744022826367523 0.1947204025184469 -11.146123669220229 18.942748351314165 4965.658008129756 124.87646332728934 107 59 59 61.958182899747044 41 True True 2021epo 131.5425 56.127611111111115 SNIa 0.071 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 131.5425 56.127611111111115 TNS 2021epo ZTF21aaocibg 2021epo SNIa 0.071 0.21962956130500189 0.818430550928106 0.3519512636565274 0.4953774847293886 0.818430550928106 1.1951592228400862 14.209365072883834 14.209365072883834 47.74881782686321 47.74881782686321 59292.262337999884 59276.2885532002 18.47146245797951 18.60002198591583 18.47146245797951 1.3012953710544328 1.6564795925310178 0.725727572114829 131.5424301671785 56.1274133130377 0.003006460738057992 18.671216001415253 19.567871676609517 19.008605487544536 0.9944444444444444 """""" """""" """""" """""" 0 False True all False False 0 1.6564795925310178 0.725727572114829 131.5424301671785 56.1274133130377 0.003006460738057992 18.671216001415253 19.567871676609517 19.008605487544536 0.9944444444444444 False False 0.3 0.7 1.5 0.02 8 3 15.973784799687564 0.725727572114829 1.6564795925310178 0.5592661890649815 0.4381144056269076 0.9678496906936864 0.5371430295650264 False 0.071 Inputed -19.054991352242812 -18.92643182430649 """""" """""" """"""
-0.1743159854860109 0.17358151670146188 -8.879706139059305 19.014154995498775 5979.8708548421455 84.64923257217689 54 32 32 52.99886570032686 44 True False 2021kpw 243.54441666666668 75.40109722222223 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 243.54441666666668 75.40109722222223 TNS 2021kpw ZTF21aaxhzru 2021kpw SNIa 0.07 -0.027706467577178984 0.7795966469337827 0.139224094930416 0.3280015630497459 0.7795966469337827 1.346563114534927 16.168065683669916 16.168065683669916 36.830800016656944 36.830800016656944 59339.39210649999 59324.389930599835 18.431278275864624 18.431278275864624 18.496221223140125 0.6791312923130712 1.3691091134718756 2.3364758838470467 243.54187367 75.40099529 0.007745121838081848 19.76300673636198 20.045486309540273 19.757824419760706 0.9800000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.3691091134718756 2.3364758838470467 243.54187367 75.40099529 0.007745121838081848 19.76300673636198 20.045486309540273 19.757824419760706 0.9800000000000001 False False 0.3 0.7 1.5 0.02 8 3 15.002175900153816 2.3364758838470467 1.3691091134718756 0.2876618897795673 1.706566599299058 1.6142080336756486 1.2616031966205803 False 0.07 Inputed -18.99894472845067 -19.06388767572617 """""" """""" """"""
-0.13138239563616622 0.36952164668583826 -7.300866188173658 18.21026406896613 5083.740972180809 193.52709396510238 8 8 8 43.89467599987984 57 True False 2019blt 121.62641624999 -2.743656388888 SNIa 0.07 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 121.62641624999 -2.743656388888 TNS 2019blt ZTF19aaknemm 2019blt SNIa 0.07 0.10513483973502957 0.44301196795607467 0.1830240459792094 0.26518398934138787 0.44301196795607467 0.6400884699146197 15.299900852205317 15.299900852205317 28.594775147674518 28.594775147674518 58538.252210599836 58523.22891200008 17.883097734784563 17.883097734784563 18.127851576510075 7.9594027290530445 3.4540673846571024 2.7237220568772207 121.62613906 -2.74295228 0.001474260632157387 15.669696396279335 16.46060005648136 16.056992000210286 1.0 """""" """""" """""" """""" 0 False True all False False 0 3.4540673846571024 2.7237220568772207 121.62613906 -2.74295228 0.001474260632157387 15.669696396279335 16.46060005648136 16.056992000210286 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.023298599757254 2.7237220568772207 3.4540673846571024 0.4036080562710751 0.7885549856311255 -1.422497678303202 -2.070859576299789 False 0.07 Inputed -19.36731437508072 -19.612068216806232 """""" """""" """"""
-0.15642437051825125 0.19639171078110867 -5.197700099524294 18.683463302393463 5587.388145276489 77.95300579248041 60 32 32 53.89564810041338 52 True True 2020jjf 233.78442499999997 23.945569444444445 SNIa 0.074 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 233.78442499999997 23.945569444444445 TNS 2020jjf ZTF20aayvymx 2020jjf SNIa 0.074 0.01226384570233563 0.9351360026622402 0.20030351255878998 0.4149067153013348 0.9351360026622402 1.5993913125439612 16.200017447378777 16.200017447378777 37.695630653034605 37.695630653034605 58985.31081019994 58974.31840279978 18.22193284060198 18.22193284060198 18.258945136220404 1.1630414849228248 3.416842524299691 5.139420879075178 233.7844781309075 23.9441426535915 0.004486835120491417 16.76515756480336 17.434852707405092 17.035599767589567 0.9850000000000001 """""" """""" """""" """""" 0 False True all False False 0 3.416842524299691 5.139420879075178 233.7844781309075 23.9441426535915 0.004486835120491417 16.76515756480336 17.434852707405092 17.035599767589567 0.9850000000000001 False False 0.3 0.7 1.5 0.02 8 3 10.992407400161028 5.139420879075178 3.416842524299691 0.39925293981552556 1.5041433260458918 -0.7870801331968877 -1.223345368630838 False 0.074 Inputed -19.35882713723896 -19.395839432857386 """""" """""" """"""
-0.1151855272636029 0.4321618748001501 -5.815872552419948 18.472964586101064 4561.070716826766 94.32119671743725 26 17 17 32.98883099993691 32 True True 2018cve 186.34776458333 31.823981305555 SNIc 0.039 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 186.34776458333 31.823981305555 TNS 2018cve ZTF18abbovuc 2018cve SNIc 0.039 0.3133646384682116 1.197693794130501 0.5014502319879206 0.7102995898265938 1.197693794130501 1.7924176084579848 16.42298561168015 16.42298561168015 16.565845388256758 16.565845388256758 58301.177465300076 58286.22211810015 18.280405392315796 18.571240180932246 18.280405392315796 0.7445156626036517 1.9405732113188694 11.972298311408705 186.3453312530845 31.82658616638755 0.0015585857062901942 14.354230474910139 15.334664932658672 14.701904399522544 0.89 """""" """""" """""" """""" 0 False True all False False 0 1.9405732113188694 11.972298311408705 186.3453312530845 31.82658616638755 0.0015585857062901942 14.354230474910139 15.334664932658672 14.701904399522544 0.89 False False 0.3 0.7 1.5 0.02 8 3 14.95534719992429 11.972298311408705 1.9405732113188694 0.6327605331361283 6.169464899122248 -3.2365752482735743 -3.578500992793252 False 0.039 Inputed -17.928897093752152 -17.6380623051357 """""" """""" """"""
-0.17843045619249182 0.17216797239849446 -7.253198076161523 18.978207533294817 5690.134955824483 116.43669140463959 29 23 23 51.87684019980952 42 True True 2019yzy 160.46352499999998 3.5530916666666665 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 160.46352499999998 3.5530916666666665 TNS 2019yzy ZTF19adcdrng 2019yzy SNIa 0.08 -0.01831131169161182 0.5334385742732799 0.10185934821422293 0.23335196912650957 0.5334385742732799 0.8888135833265025 11.629647071491409 11.629647071491409 40.247193128318116 40.247193128318116 58855.48206020007 58846.458993100096 18.334869333858705 18.334869333858705 18.52443285332415 1.6360982153531747 1.5714515426909894 1.4308550745573079 160.4638998868655 3.5529576001233 0.006741418305813762 19.688890538125037 20.07897686446428 19.99739532249093 0.9722222222222222 """""" """""" """""" """""" 0 False True all False False 0 1.5714515426909894 1.4308550745573079 160.4638998868655 3.5529576001233 0.006741418305813762 19.688890538125037 20.07897686446428 19.99739532249093 0.9722222222222222 False False 0.3 0.7 1.5 0.02 8 3 9.02306709997356 1.4308550745573079 1.5714515426909894 0.08158154197334966 0.9105308281457276 1.744107530605575 1.4729624691667809 False 0.08 Inputed -19.265501168747228 -19.455064688212673 """""" """""" """"""
-0.1042240148913422 0.41662545171163984 -9.101018627210312 18.408897270740376 5742.116525560194 78.62128709938011 21 13 13 31.830428199842572 47 True False 2019yyb 135.95363749999999 -5.5668 SNIa 0.068 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 135.95363749999999 -5.5668 TNS 2019yyb ZTF20aaaxerd 2019yyb SNIa 0.068 0.0424056799008703 0.9753026998008849 0.2330249375706437 0.45017469774014884 0.9753026998008849 1.644012186397557 5.257375276005165 5.257375276005165 26.57305292383741 26.57305292383741 58855.42011569999 58849.46254630014 18.041061748093757 18.041061748093757 18.255124834749765 3.784436554391137 2.0442250183106485 0.9974164370293076 135.95336637 -5.56673721 0.0018788138091915263 17.483778126370908 18.075848430943488 17.757706205666064 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.0442250183106485 0.9974164370293076 135.95336637 -5.56673721 0.0018788138091915263 17.483778126370908 18.075848430943488 17.757706205666064 1.0 False False 0.3 0.7 1.5 0.02 8 3 5.95756939984858 0.9974164370293076 2.0442250183106485 0.3181422252774233 0.4879191028850505 0.034786682849730965 -0.4974186290837004 False 0.068 Inputed -19.176119167219284 -19.39018225387529 """""" """""" """"""
-0.11016587291679814 0.36068545809018027 -4.286772112435465 18.213366544463845 5401.733507559489 244.22888846782593 51 16 16 34.90760420029983 47 True True 2020vzm 69.15181249999999 21.133041666666667 SNIa 0.065 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 69.15181249999999 21.133041666666667 TNS 2020vzm ZTF20acikzzn 2020vzm SNIa 0.065 -0.008554870321781038 0.2322114550582839 0.04780734781432017 0.10666860938048472 0.2322114550582839 0.3687424204599239 9.959877325318747 9.959877325318747 24.947726874981083 24.947726874981083 59139.38216440007 59134.392002299894 17.89160162461358 17.89160162461358 17.900641132890154 0.41168462193758465 4.794370147254569 8.882848367324632 69.15071585842941 21.13079621947155 0.0019228234335127992 14.531287137889862 15.897554754066467 14.98248078136444 0.975 """""" """""" """""" """""" 1 False True all False False 0 0.7 0.3820450027205661 69.1517776730079 21.1329406371531 0.006995216835930629 22.019559364585877 22.471518704071045 21.29223808490753 0.1375 False False 0.3 0.7 1.5 0.02 8 3 4.990162100177258 8.882848367324632 4.794370147254569 0.915073972702027 1.8527664937199884 -1.9940468705471108 -2.9181603515257137 False 0.065 Inputed -19.43115137607125 -19.440190884347825 """""" """""" """"""
-0.17248860303789418 0.33115346044322963 -21.67671159214399 18.753451784568746 6513.365091046096 215.1866182467556 40 8 8 17.022430600132793 63 True True 2020vyv 342.60571666666664 8.844997222222222 SNII 0.062 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 342.60571666666664 8.844997222222222 TNS 2020vyv ZTF20acigusw 2020vyv SNII 0.062 -0.14095382614121377 0.10672833413526917 -0.08361469773087293 -0.023296304511411847 0.10672833413526917 0.25004720949590364 -15.231280043064036 -15.231280043064036 32.253710643196825 32.253710643196825 59134.23408559989 59134.19587960001 18.651453940509207 18.651453940509207 18.949880994357972 16.633095898526356 2.3780314267658933 2.3150481606952216 342.60598117280904 8.844409661014925 0.0017633473786347054 16.7983624250865 17.410074595780372 17.07906691400528 1.0 """""" """""" """""" """""" 0 False True all False False 0 2.3780314267658933 2.3150481606952216 342.60598117280904 8.844409661014925 0.0017633473786347054 16.7983624250865 17.410074595780372 17.07906691400528 1.0 False False 0.3 0.7 1.5 0.02 8 3 0.03820599988102913 2.3150481606952216 2.3780314267658933 0.3310076817750911 0.9735145358628298 -1.2413793447288342 -1.870814080352691 False 0.062 Inputed -18.277818316799035 -18.5762453706478 """""" """""" """"""
-0.010168736064663807 0.24836349738187902 -16.95752543769962 18.093841346092816 4084.2348296520177 341.8338224604611 21 19 19 72.86128469975665 84 True False 2019gqm 297.03983291666 -24.4435 SNII 0.02 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 297.03983291666 -24.4435 TNS 2019gqm ZTF19aayjhpg 2019gqm SNII 0.02 0.487203239716834 0.7172455541379961 0.5422664348101733 0.5989362610578155 0.7172455541379961 0.8424416896692577 154.8586525988853 154.8586525988853 -81.99736789912865 -81.99736789912865 58677.312326400075 58642.47107640002 17.9034300885693 18.322867393866 17.9034300885693 0.48569514997742874 2.6326914345933674 4.036998228400488 297.03876657 -24.44293865 0.0018361872283640945 16.25524184937477 16.791283466911317 16.48681681818962 0.13 """""" """""" """""" """""" 2 False True all False False 0 0.9668366434722995 1.0858089671324687 297.04004419 -24.44326767 0.0028314716049239186 19.710340985107422 19.437481917190553 19.796015536689758 1.0 False False 0.3 0.7 1.5 0.02 8 3 34.84125000005588 4.036998228400488 2.6326914345933674 0.3044666487216965 1.533411084700104 -1.531583926954685 -1.4166132703796812 False 0.02 Inputed -16.84546467991679 -16.42602737462009 """""" """""" """"""
-0.1288807295245991 0.41331625912681236 -6.950849343163083 17.764970091387784 5935.800648746585 165.06388413520625 28 12 12 35.94337960006669 81 True True 2019ekv 245.08987041666 -14.06808588888 SNIIn 0.048 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 245.08987041666 -14.06808588888 TNS 2019ekv ZTF19aarxrem 2019ekv SNIIn 0.048 -0.0990033988004555 0.24638501089184217 -0.02080527610576155 0.06265433729650383 0.24638501089184217 0.4543436324650827 7.992709183618685 7.992709183618685 27.950670416448006 27.950670416448006 58606.45943289995 58598.371377300005 17.441532071309155 17.441532071309155 17.566159912082032 0.7569634999431428 1.7497248728950177 6.138437753318724 245.09155744877052 -14.0676068083638 0.010277061340629223 18.361691680898666 19.299289500141143 18.656407446289062 0.9888888888888889 """""" """""" """""" """""" 1 False True all False False 0 1.159587617017635 2.2566005223112544 245.0892271844395 -14.0680257321012 0.00033014700166766886 15.88599434234619 16.2887286958313 15.93809698829651 0.0 False False 0.3 0.7 1.5 0.02 8 3 8.088055599946529 6.138437753318724 1.7497248728950177 0.6428820538520803 3.5082302643171186 1.857757428831988 1.0902475342070304 False 0.048 Inputed -19.098708432936874 -19.22333627370975 """""" """""" """"""
-0.11733507374467195 0.42105398264595484 -5.403755964007749 18.856258684179846 6090.857511230868 126.23926247387456 35 19 19 38.98199069965631 57 True True 2021nlj 187.86261666666667 4.226530555555556 SNIa 0.089 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 187.86261666666667 4.226530555555556 TNS 2021nlj ZTF21abcmepi 2021nlj SNIa 0.089 -0.129908213896325 0.3281800937854733 -0.029388907898049155 0.08008092629928498 0.3281800937854733 0.6193253703038053 16.98652009029829 16.98652009029829 21.99547060935802 21.99547060935802 59369.229618099984 59354.211342600174 18.50166353221951 18.50166353221951 18.643902681770232 0.5617788483892482 1.0993665472777687 0.2441288331595651 187.8625507395625 4.226513945179015 0.004250668090534426 20.25241008676827 20.650685618669986 20.496219257012605 0.9649999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.0993665472777687 0.2441288331595651 187.8625507395625 4.226513945179015 0.004250668090534426 20.25241008676827 20.650685618669986 20.496219257012605 0.9649999999999999 False False 0.3 0.7 1.5 0.02 8 3 15.018275499809533 0.2441288331595651 1.0993665472777687 0.1544663616573807 0.22206318153310417 2.1490220864504757 1.852316575242373 False 0.089 Inputed -19.381755996636752 -19.523995146187474 """""" """""" """"""
-0.05465221955272126 0.3129796741238965 -16.197350206849908 18.688784019687017 5258.637720261206 153.49297083009026 117 24 24 31.921527800150216 61 True True 2020xva 263.035125 53.65398888888889 SNII 0.017 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 263.035125 53.65398888888889 TNS 2020xva ZTF20aclvtnk 2020xva SNII 0.017 0.15587546114497997 0.6093191660822903 0.25830987269839056 0.3677848347317969 0.6093191660822903 0.8836332823930917 26.04091211494332 26.04091211494332 5.8806156852068945 5.8806156852068945 59164.13775460003 59143.1542014 18.432238316660243 18.471513275671057 18.432238316660243 0.5719283134957072 3.1626334626925017 9.19019459483487 263.0384344120585 53.6523549118642 0.015542554188509472 17.70739137457371 18.301851187999247 17.909641578171254 0.9049999999999999 """""" """""" """""" """""" 1 False True all False False 0 0.3747032133114168 6.668067737823306 263.033606112754 53.65560768373455 0.0767597401609732 21.18936145172119 23.094874300174713 21.68216994234562 0.6375000000000001 False False 0.3 0.7 1.5 0.02 8 3 20.983553200028837 9.19019459483487 3.1626334626925017 0.3922096098279937 2.9058677533282076 -0.16966208767181 -0.5225967384889891 False 0.017 Inputed -15.962090908284443 -15.922815949273629 """""" """""" """"""
-0.18225113691476053 0.10836063541086402 -10.44795051904455 18.512124972706783 4878.935377512349 73.21898899327601 43 31 31 39.845625000074506 41 True True 2021pde 244.24404166666662 27.617711111111113 SNIa 0.049797 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 244.24404166666662 27.617711111111113 TNS 2021pde ZTF21abhsiux 2021pde SNIa 0.049797 0.3364992691487956 1.5652705279708634 0.5859365326106385 0.8710570971192055 1.5652705279708634 2.458841058747698 16.58726581449249 16.58726581449249 23.258359185582016 23.258359185582016 59386.21128469985 59371.369629600085 17.905643725214635 18.047844204292062 17.905643725214635 2.376526029423839 3.1452451270949155 2.670631779743077 244.24401141082552 27.618452468717848 0.0009699321609731859 15.336943338679076 16.706842363870145 15.800297845726014 0.9850000000000001 """""" """""" """""" """""" 0 False True all False False 0 3.1452451270949155 2.670631779743077 244.24401141082552 27.618452468717848 0.0009699321609731859 15.336943338679076 16.706842363870145 15.800297845726014 0.9850000000000001 False False 0.3 0.7 1.5 0.02 8 3 14.841655099764466 2.670631779743077 3.1452451270949155 0.9065445181441305 0.8491013170123843 -1.3410018404219173 -2.1053458794886204 False 0.049797 Inputed -18.839956830722663 -18.697756351645236 """""" """""" """"""
-0.08728175586156259 0.26006702548889693 -7.7059916907273704 17.126934580630042 5228.9834586229035 174.1552807884138 38 12 12 49.97903939988464 53 True True 2018cwa 190.68274999999 34.107331 SNIIP 0.014 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 190.68274999999 34.107331 TNS 2018cwa ZTF18abdfwcy 2018cwa SNIIP 0.014 0.07373427017983403 0.44544757753113373 0.15861092366822405 0.24869756285035294 0.44544757753113373 0.6659946739330351 13.726540782680068 13.726540782680068 36.25249861720457 36.25249861720457 58304.18061339995 58298.17874999996 16.753240269703532 16.850113356262423 16.753240269703532 11.25902091992403 4.531447416761784 13.07508695191783 190.6847334681235 34.104091558768204 0.011398421065117348 16.36251406137228 17.834280880987645 16.49246635091722 0.9949999999999999 """""" """""" """""" """""" 2 False True all False False 0 0.7 1.949946002185313 190.683141562717 34.1068970942407 0.012593637974713356 21.472378868048192 21.54547709237337 21.729989720358848 0.19999999999999998 False False 0.3 0.7 1.5 0.02 8 3 6.001863399986178 13.07508695191783 4.531447416761784 1.341814530070426 2.88541071966392 0.9841675247252226 -0.2607739187863132 False 0.014 Inputed -17.217812109715457 -17.120939023156566 """""" """""" """"""
-0.11409953522761909 0.35661336145362255 -22.682971338343584 18.363101774977068 6112.881812315415 215.21443036330317 22 19 19 39.9395485999994 43 True True 2020aerf 231.93636249999997 61.60143611111111 SNIa 0.08 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 231.93636249999997 61.60143611111111 TNS 2020aerf ZTF21aaabubo 2020aerf SNIa 0.08 -0.05589205699466504 0.21037784662804526 0.005844158153184509 0.07072365425545613 0.21037784662804526 0.36403576400150683 -9.666224796496572 -9.666224796496572 49.60577339649597 49.60577339649597 59219.45285880007 59215.472986099776 18.251592706492495 18.251592706492495 18.37674511862676 1.1636001677543446 3.8123737534946565 6.67968502748003 231.937368418878 61.6032288442117 0.0019236699233268206 15.200986494109632 15.915922423166633 15.443253725874424 1.0 """""" """""" """""" """""" 1 False True all False False 0 0.7 3.247652612989324 231.93485986 61.60088558 0.053223863618249934 22.376807971286773 19.967901702451705 21.452965924674274 0.45 False False 0.3 0.7 1.5 0.02 8 3 3.979872700292617 6.67968502748003 3.8123737534946565 0.4726686972922085 1.7521065507695879 -2.3356702833258627 -2.9334913927523374 False 0.08 Inputed -19.413188903444617 -19.538341315578883 """""" """""" """"""
-0.13124324715823363 0.28820437797126774 -17.158335077983644 18.29853802373138 5857.629270920099 131.9605700966387 70 37 37 44.94453709991649 46 True False 2020sgc 280.9355166666666 66.79641666666666 SNIa 0.09 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 280.9355166666666 66.79641666666666 TNS 2020sgc ZTF20abxmgny 2020sgc SNIa 0.09 0.03451576155651992 0.5302263923410209 0.14438142355227512 0.2632573954101538 0.5302263923410209 0.8401664785709393 -2.798916228124094 -2.798916228124094 47.74345332804058 47.74345332804058 59095.196111099795 59090.31592589989 18.04888826189525 18.04888826189525 18.142822162230786 2.0891349363336844 0.8182164909685931 0.1556933581849391 280.93548882 66.7964585 0.00031488908285726147 17.606350781607627 18.609459716892243 17.90821020975113 0.8699999999999999 """""" """""" """""" """""" 0 False True all False False 0 0.8182164909685931 0.1556933581849391 280.93548882 66.7964585 0.00031488908285726147 17.606350781607627 18.609459716892243 17.90821020975113 0.8699999999999999 False False 0.3 0.7 1.5 0.02 8 3 4.880185199901462 0.1556933581849391 0.8182164909685931 0.7012495071411138 0.19028381840682715 0.5605714549969925 -0.23461195247965705 False 0.09 Inputed -19.90756248294845 -20.001496383283985 """""" """""" """"""
-0.17838232800729076 0.15423449367389744 -9.126794747283466 18.356874792516415 4337.985174879977 173.8742160845685 46 30 30 70.9353935001418 57 True True 2020hqn 214.54012083333333 5.425527777777778 SNIc 0.02524 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 214.54012083333333 5.425527777777778 TNS 2020hqn ZTF20aavhyel 2020hqn SNIc 0.02524 0.3837069350381306 0.8361462022846737 0.48742684301593187 0.5972183648782767 0.8361462022846737 1.1029182479665458 16.393445635095205 16.393445635095205 54.541947865046595 54.541947865046595 58971.36024310021 58956.31907409988 17.795391388425 18.08593036448871 17.795391388425 5.1218552186192365 1.9087039701503787 0.35371927086181326 214.5401572395665 5.42561910438976 0.001472389690933773 17.408098349083662 17.921689076194763 17.590754811954497 1.0 """""" """""" """""" """""" 0 False True all False False 0 1.9087039701503787 0.35371927086181326 214.5401572395665 5.42561910438976 0.001472389690933773 17.408098349083662 17.921689076194763 17.590754811954497 1.0 False False 0.3 0.7 1.5 0.02 8 3 15.041169000323862 0.35371927086181326 1.9087039701503787 0.3309342642402662 0.18531908373090733 -0.16424128829394746 -0.20463657647050226 False 0.02524 Inputed -17.461670764149478 -17.171131788085766 """""" """""" """"""
-0.017354186678987374 0.22001857045475964 -15.453080945007283 17.928892790324106 3185.0313865084195 312.2715050002346 24 21 21 70.95965280011296 59 True True 2018hfc 165.49408291666 45.227539 SNIIP 0.02 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 165.49408291666 45.227539 TNS 2018hfc ZTF18acbwasc 2018hfc SNIIP 0.02 1.008869793325033 1.3300423235898684 1.085570445925434 1.1646242270581766 1.3300423235898684 1.5056446503317176 95.78870178753066 95.78870178753066 -24.829048987417693 -24.829048987417693 58447.48496530019 58423.486874999944 17.642462662431893 18.566650618946667 17.642462662431893 0.8918491445085195 3.893633871983538 4.7043355011954775 165.49580118216102 45.22803209306905 0.00036266469712231686 13.288723389227986 13.972212383547426 13.476963560132086 0.755 """""" """""" """""" """""" 2 False True all False False 0 1.7469273426485046 3.517932984137801 165.49280705 45.22792303 0.0033328706730499924 17.807546394520998 18.356586978250743 17.980417775687574 1.0 False False 0.3 0.7 1.5 0.02 8 3 23.998090300243348 4.7043355011954775 3.893633871983538 0.4952488234153396 1.2082120856419771 -4.594438235399242 -4.1654991022998065 False 0.02 Inputed -17.1064321060542 -16.182244149539425 """""" """""" """"""
-0.1151896314406896 0.6035486862533199 -4.570459232206131 15.363512535574781 5898.094333104372 285.5890043429098 57 19 19 23.98725700005889 59 True True 2020zmi 315.04587499999997 -4.0670111111111105 SNIa 0.019607 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 315.04587499999997 -4.0670111111111105 TNS 2020zmi ZTF20acpiywu 2020zmi SNIa 0.019607 -0.12338072901589214 0.06146342601130783 -0.0797609650151827 -0.034445683169558095 0.06146342601130783 0.16473876125504816 19.835136990819876 19.835136990819876 4.152120009239013 4.152120009239013 59184.128692099825 59164.1065508998 15.143133201749514 15.143133201749514 15.323821820180003 0.8256217438384607 4.166544993439139 11.634819678394749 315.047487554706 -4.064207920186985 0.003547411434927872 15.09973589804411 15.774625133829115 15.363034607684613 0.99375 """""" """""" """""" """""" 3 False True all False False 0 0.96985964442701 7.275771667753257 315.0445147860355 -4.06551319426357 0.031933610943258195 19.700842319059372 19.920698391695023 18.621623066344263 0.45833333333333326 False False 0.3 0.7 1.5 0.02 8 3 20.022141200024635 11.634819678394749 4.166544993439139 0.41159052614450253 2.7924382664091105 0.6314919320796015 0.03921278750460999 False 0.019607 Inputed -19.38176192605242 -19.562450544482907 """""" """""" """"""
-0.031723957295739846 0.6577190242410058 -14.942040859901152 17.119710161417494 6216.3373621103365 547.1684082287994 363 94 94 74.91680559981614 64 True False 2020znr 109.77675 23.885381 SLSN-I 0.1 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 109.77675 23.885381 TNS 2020znr ZTF20acphdcg 2020znr SLSN-I 0.1 -0.17265281565027735 -0.08376509031685586 -0.15109857532692672 -0.1291036344004155 -0.08376509031685586 -0.03658362427602313 70.19509443650483 70.19509443650483 4.721711163311312 4.721711163311312 59227.342106500175 59155.41194440005 16.81508067338619 16.81508067338619 17.077479188173776 1.537626628079649 0.7 2.0648937015776916 109.77679757 23.88480907 0.03711823069020348 22.81 23.64 22.40745075762272 0.4 """""" """""" """""" """""" 0 False True all False False 0 0.7 2.0648937015776916 109.77679757 23.88480907 0.03711823069020348 22.81 23.64 22.40745075762272 0.4 False False 0.3 0.7 1.5 0.02 8 3 71.93016210012138 2.0648937015776916 0.7 1.2325492423772815 2.9498481451109884 6.824919326613809 5.329971569448944 False 0.1 Inputed -21.206262910297152 -21.468661425084736 """""" """""" """"""
-0.12783651993916806 0.3494609096915152 -18.856220862284626 17.818572443919436 3922.140723560721 194.23228486381748 8 8 8 17.994155100081116 73 True True 2019ppd 114.95339541666 21.979015527777 SNIa 0.05 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 114.95339541666 21.979015527777 TNS 2019ppd ZTF19abxvjzn 2019ppd SNIa 0.05 0.6576707070979637 1.1181997046082266 0.7644289165361329 0.8766155466961258 1.1181997046082266 1.3843937807619824 -10.611568718326158 -10.611568718326158 28.605723818407274 28.605723818407274 58733.509178199805 58733.48880789988 17.888011122183627 18.381201503370075 17.888011122183627 2.575316758515204 1.571879517642957 1.1996312856850726 114.9530470767415 21.97909737577895 0.00029261878699593513 15.624271116023063 16.684416139342787 15.969726620020866 0.9349999999999999 """""" """""" """""" """""" 0 False True all False False 0 1.571879517642957 1.1996312856850726 114.9530470767415 21.97909737577895 0.00029261878699593513 15.624271116023063 16.684416139342787 15.969726620020866 0.9349999999999999 False False 0.3 0.7 1.5 0.02 8 3 0.0203702999278903 1.1996312856850726 1.571879517642957 0.7146895193219205 0.7631827199351303 -1.6967853640272885 -1.918284502162761 False 0.05 Inputed -18.86652750899165 -18.3733371278052 """""" """""" """"""
-0.021856445544259924 0.5871114533860158 -22.7860864412232 19.043097354513552 6829.1354850706175 365.02123417576615 60 53 53 74.95071759959683 39 True True 2018fit 351.3174075 13.934012111111 SNII 0.014 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 351.3174075 13.934012111111 TNS 2018fit ZTF18absgnbm 2018fit SNII 0.014 -0.23919852904351657 -0.11179234974002483 -0.208794238415706 -0.17743981901872985 -0.11179234974002483 -0.04207765987715817 1.5792938589001757 1.5792938589001757 73.37142374069666 73.37142374069666 58362.26381940022 58362.26381940022 18.547376845438073 18.547376845438073 18.917977195495908 0.36930278439293707 1.45414509969025 2.8345410787471366 351.31737236156755 13.934798744684802 0.003554889477276002 18.41783395321846 18.642730499372483 18.434531941394805 0.9499999999999998 """""" """""" """""" """""" 0 False True all False False 0 1.45414509969025 2.8345410787471366 351.31737236156755 13.934798744684802 0.003554889477276002 18.41783395321846 18.642730499372483 18.434531941394805 0.9499999999999998 False False 0.3 0.7 1.5 0.02 8 3 0.0 2.8345410787471366 1.45414509969025 0.20819855797767772 1.9492835201596643 0.09535365393440998 -0.4834452541011025 False 0.014 Inputed -15.053075183923083 -15.423675533980918 """""" """""" """"""
-0.00487139493067518 0.41879810921420046 -12.993957028941075 18.087030555599682 4838.281354231112 140.72977654136486 50 32 32 64.9768286999315 48 True True 2021nof 213.96158333333332 1.8826194444444444 SNII 0.02558 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 213.96158333333332 1.8826194444444444 TNS 2021nof ZTF21abcpbqd 2021nof SNII 0.02558 0.2664096370528739 0.8031911900450552 0.38677680020603233 0.5160225647429719 0.8031911900450552 1.132371636420146 173.70056635536432 173.70056635536432 -108.72373765543281 -108.72373765543281 59370.25478010019 59362.229062499944 18.026534207649807 18.19086048271223 18.026534207649807 3.0836643688594076 3.49702504555619 0.2171112467403709 213.96152318171198 1.8826146669706652 0.0006453227218015112 14.738245785093309 15.588700301105977 15.003571249420643 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 3.49702504555619 0.2171112467403709 213.96152318171198 1.8826146669706652 0.0006453227218015112 14.738245785093309 15.588700301105977 15.003571249420643 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 8.025717600248754 0.2171112467403709 3.49702504555619 0.5851290516853336 0.0620845558473374 -2.602160181606255 -3.0229629582291633 False 0.02558 Inputed -17.259768879687154 -17.09544260462473 """""" """""" """"""
-0.09958073258995236 0.25441731768115927 -11.51943856075452 18.632023019178725 6419.375805757067 305.66857684835793 57 32 32 74.06343750003725 40 True True 2019ehz 212.4245 55.491139 TDE 0.074 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 212.4245 55.491139 TNS 2019ehz ZTF19aarioci 2019ehz TDE 0.074 -0.19775269339195845 -0.03731626113691533 -0.15978728800183006 -0.12041817492686846 -0.03731626113691533 0.05186297079881541 22.23855479384297 22.23855479384297 51.82488270619429 51.82488270619429 58616.258495400194 58596.24592590006 18.07940075829159 18.07940075829159 18.270520533351938 1.3438211651760081 0.9431842613445508 0.07339303179070729 212.4245351567705 55.4911433498634 0.000681914738832945 18.25923621106088 19.260262248240707 18.56951098872483 0.9949999999999999 """""" """""" """""" """""" 0 False True all False False 0 0.9431842613445508 0.07339303179070729 212.4245351567705 55.4911433498634 0.000681914738832945 18.25923621106088 19.260262248240707 18.56951098872483 0.9949999999999999 False False 0.3 0.7 1.5 0.02 8 3 20.012569500133395 0.07339303179070729 0.9431842613445508 0.6907512595158778 0.07781409720098836 1.180861489949116 0.29899045537289126 False 0.074 Inputed -19.347251740107428 -19.538371515167775 """""" """""" """"""
-0.13662072272168846 0.9325234640073526 -6.012930937336833 17.384032559267858 5402.638723637227 220.09718161208463 25 23 23 32.73748840019107 60 True False 2018fjo 93.834905416666 48.486828805555 CV 0.0 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 93.834905416666 48.486828805555 TNS 2018fjo ZTF17aaaobyl 2018fjo CV 0.0 0.004439152780957301 0.2768940507338229 0.06777495560259084 0.13422163557630284 0.2768940507338229 0.4333855990664084 12.26757386066642 12.26757386066642 20.46991453952465 20.46991453952465 58871.218356499914 58853.449201399926 17.47283237559316 17.47283237559316 17.491697154969632 16.014894148935195 0.7108052564723387 0.1025336258792059 93.83491894 48.48685584 0.014902347043148856 23.06750334854126 22.654820506477357 22.28038226222992 0.3666666666666667 """""" """""" """""" """""" 0 False True all False False 0 0.7108052564723387 0.1025336258792059 93.83491894 48.48685584 0.014902347043148856 23.06750334854126 22.654820506477357 22.28038226222992 0.3666666666666667 False False 0.3 0.7 1.5 0.02 8 3 17.769155099987984 0.1025336258792059 0.7108052564723387 0.3744382442474361 0.14424995446442093 5.181988130884196 4.788685107260289 False 0.0 Inputed """""" """""" """""" """""" """"""
-0.03236197624427368 0.29225745265008407 -14.053936729430692 19.0280841731516 5475.57865845555 166.1884465863609 37 23 23 64.83321759989485 32 True False 2019unf 48.605579166666665 7.695861111111111 SNIIn 0.1115 3 True False False True False True True True SFD -200 75 50 70 1 full 40 0.1 0.55 0.37 0.75 2 4 True 1.0 False True True i r 20 False False """""" 60.0 16.0 0.01 1.0 1.0 0.1 48.605579166666665 7.695861111111111 TNS 2019unf ZTF19acbsnqr 2019unf SNIIn 0.1115 0.06549502674128505 0.45499108311526726 0.1540342418199394 0.24828182797660858 0.45499108311526726 0.6879420651854282 48.89399953361364 48.89399953361364 15.939218066281217 15.939218066281217 58774.31356480019 58749.37690970022 18.36227684964773 18.853197067021824 18.36227684964773 0.7463764043959816 1.0610278329667626 1.3757479549988412 48.60525691 7.696071 0.004719472350108611 20.038196928215026 20.45825067768097 20.17289514503479 0.9400000000000001 """""" """""" """""" """""" 0 False True all False False 0 1.0610278329667626 1.3757479549988412 48.60525691 7.696071 0.004719472350108611 20.038196928215026 20.45825067768097 20.17289514503479 0.9400000000000001 False False 0.3 0.7 1.5 0.02 8 3 24.936655099969357 1.3757479549988412 1.0610278329667626 0.28535553264617874 1.2966181585944667 1.6050536106591444 1.8106182953870587 False 0.1115 Inputed -20.16295213785436 -19.67203192048027 """""" """""" """"""
