# # # # #  diabetes.arff  # # # # # 


# - - Description - - #

Pima Indians Diabetes Data


# - - Info - - #

<class 'pandas.core.frame.DataFrame'>
RangeIndex: 768 entries, 0 to 767
Data columns (total 9 columns):
 #   Column  Non-Null Count  Dtype  
---  ------  --------------  -----  
 0   preg    768 non-null    float64
 1   plas    768 non-null    float64
 2   pres    768 non-null    float64
 3   skin    768 non-null    float64
 4   insu    768 non-null    float64
 5   mass    768 non-null    float64
 6   pedi    768 non-null    float64
 7   time    768 non-null    float64
 8   event   768 non-null    float64
dtypes: float64(9)
memory usage: 54.1 KB



# - - Stats - - #

             preg        plas        pres        skin        insu        mass        pedi        time       event
count  768.000000  768.000000  768.000000  768.000000  768.000000  768.000000  768.000000  768.000000  768.000000
mean     3.845052  120.894531   69.105469   20.536458   79.799479   31.992578    0.471876   33.240885    0.348958
std      3.369578   31.972618   19.355807   15.952218  115.244002    7.884160    0.331329   11.760232    0.476951
min      0.000000    0.000000    0.000000    0.000000    0.000000    0.000000    0.078000   21.000000    0.000000
25%      1.000000   99.000000   62.000000    0.000000    0.000000   27.300000    0.243750   24.000000    0.000000
50%      3.000000  117.000000   72.000000   23.000000   30.500000   32.000000    0.372500   29.000000    0.000000
75%      6.000000  140.250000   80.000000   32.000000  127.250000   36.600000    0.626250   41.000000    1.000000
max     17.000000  199.000000  122.000000   99.000000  846.000000   67.100000    2.420000   81.000000    1.000000


# - - Reference - - #

https://www.kaggle.com/datasets/uciml/pima-indians-diabetes-database