{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "3ed031e0",
   "metadata": {},
   "source": [
    "# Supply-chain analyses\n",
    "\n",
    "This notebook shows one end-to-end workflow for using MARIO to study a supply chain with EXIOBASE. Starting from yearly parser inputs, the same `Database` instance is used to move from structural indicators to bilateral trade matrices, embodied trade content, contributor breakdowns, concentration, and exposure.\n",
    "\n",
    "The example focuses on `Nickel ores and concentrates`, but the same pattern can be reused for any sector or commodity."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "aaad5633",
   "metadata": {},
   "outputs": [],
   "source": [
    "import mario"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "26fd83bd",
   "metadata": {},
   "source": [
    "## 1. Define the EXIOBASE inputs and the focal supply chain\n",
    "\n",
    "The workflow below assumes that you have a local folder with yearly EXIOBASE archives. The first year initializes the MARIO database, and the remaining years are imported as additional scenarios so that the same supply chain can be compared through time."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7bb09f49",
   "metadata": {},
   "outputs": [],
   "source": [
    "FOLDER = 'YOUR_PATH'\n",
    "TABLE = \"IOT\"\n",
    "YEARS = range(2013, 2015)\n",
    "SYSTEM = \"pxp\"\n",
    "SECTOR = \"Nickel ores and concentrates\"\n",
    "\n",
    "# Uncomment if you need to download the dataset first.\n",
    "# mario.download_exiobase(version=\"3.10.1\", system=SYSTEM, years=YEARS, path=FOLDER)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f9ad443e",
   "metadata": {},
   "source": [
    "## 2. Parse the first year and import the rest as scenarios\n",
    "\n",
    "This keeps the whole time series inside one `Database`. That matters because all the supply-chain indicators below can then be compared with `scenario=\"all\"` or by selecting one baseline year."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "3336da0a",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "INFO Parser: reading EXIOBASE IOT from /var/folders/7_/vg3_ld6n2pd73xyzt9dcdhlc0000gn/T/mario_exiobase_iot_aacpo95a.\n",
      "INFO Parser: reading EXIOBASE IOT extensions from /var/folders/7_/vg3_ld6n2pd73xyzt9dcdhlc0000gn/T/mario_exiobase_iot_aacpo95a.\n",
      "INFO Parser: using split extension layout with 7 extension directories.\n",
      "INFO Parser: EXIOBASE IOT parsed with 200 sectors, 9 value-added rows and 725 extension rows.\n",
      "INFO Metadata: initialized.\n"
     ]
    }
   ],
   "source": [
    "db = mario.parse_exiobase(\n",
    "    path=f\"{FOLDER}/{TABLE}_{YEARS[0]}_{SYSTEM}.zip\",\n",
    "    table=\"IOT\",\n",
    "    unit=\"Monetary\",\n",
    ")\n",
    "db.rename_scenario(\"baseline\", YEARS[0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ca8f7ef3",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing year 2014...\n",
      "INFO Parser: reading EXIOBASE IOT from /var/folders/7_/vg3_ld6n2pd73xyzt9dcdhlc0000gn/T/mario_exiobase_iot_176gbwyq.\n",
      "INFO Parser: reading EXIOBASE IOT extensions from /var/folders/7_/vg3_ld6n2pd73xyzt9dcdhlc0000gn/T/mario_exiobase_iot_176gbwyq.\n",
      "INFO Parser: using split extension layout with 7 extension directories.\n",
      "INFO Parser: EXIOBASE IOT parsed with 200 sectors, 9 value-added rows and 725 extension rows.\n",
      "INFO Parser: state payload ready with 5 canonical blocks.\n",
      "DONE\n"
     ]
    }
   ],
   "source": [
    "for year in YEARS[1:]:\n",
    "    print(f\"Processing year {year}...\")\n",
    "    db.parse_exiobase(\n",
    "        path=f\"{FOLDER}/{TABLE}_{year}_{SYSTEM}.zip\",\n",
    "        table=\"IOT\",\n",
    "        unit=\"Monetary\",\n",
    "        new_scenario=year,\n",
    "    )\n",
    "    print(\"DONE\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b66022a6",
   "metadata": {},
   "source": [
    "## 3. Start from structural position: `calc_linkages(...)`\n",
    "\n",
    "A complete supply-chain analysis should begin with the sector's structural role in the production network. `calc_linkages(...)` tells you whether the focal sector is mainly a strong demander of upstream inputs, a strong downstream enabler, or both.\n",
    "\n",
    "In multi-regional mode, MARIO also reports `Local Share` and `Foreign Share`, which help separate linkage intensity from linkage geography. In aggregated mode, it adds amplification ratios that show whether indirect effects are much larger than the direct ones."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "f5302107",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "INFO Resolver: resolving w for 2013.\n",
      "INFO Resolver: trying w via formula build_iot_w_from_z.\n",
      "INFO Resolver: resolved w via formula build_iot_w_from_z.\n",
      "INFO Resolver: resolving b for 2013.\n",
      "INFO Resolver: trying b via formula build_iot_b_from_X_Z.\n",
      "INFO Resolver: resolved b via formula build_iot_b_from_X_Z.\n",
      "INFO Resolver: resolving g for 2013.\n",
      "INFO Resolver: trying g via formula build_iot_g_from_b.\n",
      "INFO Resolver: resolved g via formula build_iot_g_from_b.\n",
      "WARNING Normalization not available for multi-regional mode.\n"
     ]
    },
    {
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       "    <tr>\n",
       "      <th>Region</th>\n",
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       "      <th rowspan=\"10\" valign=\"top\">AT</th>\n",
       "      <th rowspan=\"10\" valign=\"top\">Sector</th>\n",
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       "      <td>NaN</td>\n",
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       "      <th>Air transport services (62)</th>\n",
       "      <td>0.354104</td>\n",
       "      <td>0.390661</td>\n",
       "      <td>0.408775</td>\n",
       "      <td>0.817409</td>\n",
       "      <td>0.185977</td>\n",
       "      <td>0.105890</td>\n",
       "      <td>0.238681</td>\n",
       "      <td>0.270432</td>\n",
       "      <td>0.475458</td>\n",
       "      <td>0.524542</td>\n",
       "      <td>0.333372</td>\n",
       "      <td>0.666628</td>\n",
       "      <td>0.637198</td>\n",
       "      <td>0.362802</td>\n",
       "      <td>0.468817</td>\n",
       "      <td>0.531183</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Aluminium and aluminium products</th>\n",
       "      <td>0.696550</td>\n",
       "      <td>1.513491</td>\n",
       "      <td>0.781241</td>\n",
       "      <td>1.069240</td>\n",
       "      <td>0.487980</td>\n",
       "      <td>0.428916</td>\n",
       "      <td>0.406256</td>\n",
       "      <td>0.295364</td>\n",
       "      <td>0.315175</td>\n",
       "      <td>0.684825</td>\n",
       "      <td>0.422183</td>\n",
       "      <td>0.577817</td>\n",
       "      <td>0.532209</td>\n",
       "      <td>0.467791</td>\n",
       "      <td>0.579026</td>\n",
       "      <td>0.420974</td>\n",
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       "    <tr>\n",
       "      <th>Aluminium ores and concentrates</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "    <tr>\n",
       "      <th>Animal products nec</th>\n",
       "      <td>0.098513</td>\n",
       "      <td>0.432467</td>\n",
       "      <td>0.668477</td>\n",
       "      <td>0.573460</td>\n",
       "      <td>0.070839</td>\n",
       "      <td>0.189544</td>\n",
       "      <td>0.374608</td>\n",
       "      <td>0.147690</td>\n",
       "      <td>0.185530</td>\n",
       "      <td>0.814470</td>\n",
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       "      <td>0.727944</td>\n",
       "      <td>0.717230</td>\n",
       "      <td>0.282770</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Anthracite</th>\n",
       "      <td>0.029730</td>\n",
       "      <td>2.908958</td>\n",
       "      <td>1.001713</td>\n",
       "      <td>0.605283</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.932988</td>\n",
       "      <td>0.533770</td>\n",
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       "      <td>1.000000</td>\n",
       "      <td>0.755457</td>\n",
       "      <td>0.244543</td>\n",
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       "    <tr>\n",
       "      <th>Ash for treatment, Re-processing of ash into clinker</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "    <tr>\n",
       "      <th>Aviation Gasoline</th>\n",
       "      <td>0.536250</td>\n",
       "      <td>1.253700</td>\n",
       "      <td>0.379844</td>\n",
       "      <td>1.128521</td>\n",
       "      <td>0.390954</td>\n",
       "      <td>0.547946</td>\n",
       "      <td>0.237192</td>\n",
       "      <td>0.524693</td>\n",
       "      <td>0.299589</td>\n",
       "      <td>0.700411</td>\n",
       "      <td>0.251825</td>\n",
       "      <td>0.748175</td>\n",
       "      <td>0.416395</td>\n",
       "      <td>0.583605</td>\n",
       "      <td>0.311323</td>\n",
       "      <td>0.688677</td>\n",
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       "      <td>2.440849</td>\n",
       "      <td>0.708880</td>\n",
       "      <td>0.848255</td>\n",
       "      <td>0.011841</td>\n",
       "      <td>0.944595</td>\n",
       "      <td>0.404283</td>\n",
       "      <td>0.245636</td>\n",
       "      <td>0.016997</td>\n",
       "      <td>0.983003</td>\n",
       "      <td>0.455246</td>\n",
       "      <td>0.544754</td>\n",
       "      <td>0.012381</td>\n",
       "      <td>0.987619</td>\n",
       "      <td>0.622051</td>\n",
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      "text/plain": [
       "                                                                 Total Forward  \\\n",
       "                                                                         Local   \n",
       "Region Level  Item                                                               \n",
       "AT     Sector Additives/Blending Components                           0.000000   \n",
       "              Air transport services (62)                             0.354104   \n",
       "              Aluminium and aluminium products                        0.696550   \n",
       "              Aluminium ores and concentrates                         0.000000   \n",
       "              Animal products nec                                     0.098513   \n",
       "              Anthracite                                              0.029730   \n",
       "              Ash for treatment, Re-processing of ash into cl...      0.000000   \n",
       "              Aviation Gasoline                                       0.536250   \n",
       "              BKB/Peat Briquettes                                     0.000000   \n",
       "              Basic iron and steel and of ferro-alloys and fi...      0.042204   \n",
       "\n",
       "                                                                            \\\n",
       "                                                                   Foreign   \n",
       "Region Level  Item                                                           \n",
       "AT     Sector Additives/Blending Components                       0.000000   \n",
       "              Air transport services (62)                         0.390661   \n",
       "              Aluminium and aluminium products                    1.513491   \n",
       "              Aluminium ores and concentrates                     0.000000   \n",
       "              Animal products nec                                 0.432467   \n",
       "              Anthracite                                          2.908958   \n",
       "              Ash for treatment, Re-processing of ash into cl...  0.000000   \n",
       "              Aviation Gasoline                                   1.253700   \n",
       "              BKB/Peat Briquettes                                 0.000000   \n",
       "              Basic iron and steel and of ferro-alloys and fi...  2.440849   \n",
       "\n",
       "                                                                 Total Backward  \\\n",
       "                                                                          Local   \n",
       "Region Level  Item                                                                \n",
       "AT     Sector Additives/Blending Components                            0.000000   \n",
       "              Air transport services (62)                              0.408775   \n",
       "              Aluminium and aluminium products                         0.781241   \n",
       "              Aluminium ores and concentrates                          0.000000   \n",
       "              Animal products nec                                      0.668477   \n",
       "              Anthracite                                               1.001713   \n",
       "              Ash for treatment, Re-processing of ash into cl...       0.000000   \n",
       "              Aviation Gasoline                                        0.379844   \n",
       "              BKB/Peat Briquettes                                      0.000000   \n",
       "              Basic iron and steel and of ferro-alloys and fi...       0.708880   \n",
       "\n",
       "                                                                            \\\n",
       "                                                                   Foreign   \n",
       "Region Level  Item                                                           \n",
       "AT     Sector Additives/Blending Components                       0.000000   \n",
       "              Air transport services (62)                         0.817409   \n",
       "              Aluminium and aluminium products                    1.069240   \n",
       "              Aluminium ores and concentrates                     0.000000   \n",
       "              Animal products nec                                 0.573460   \n",
       "              Anthracite                                          0.605283   \n",
       "              Ash for treatment, Re-processing of ash into cl...  0.000000   \n",
       "              Aviation Gasoline                                   1.128521   \n",
       "              BKB/Peat Briquettes                                 0.000000   \n",
       "              Basic iron and steel and of ferro-alloys and fi...  0.848255   \n",
       "\n",
       "                                                                 Direct Forward  \\\n",
       "                                                                          Local   \n",
       "Region Level  Item                                                                \n",
       "AT     Sector Additives/Blending Components                            0.000000   \n",
       "              Air transport services (62)                              0.185977   \n",
       "              Aluminium and aluminium products                         0.487980   \n",
       "              Aluminium ores and concentrates                          0.000000   \n",
       "              Animal products nec                                      0.070839   \n",
       "              Anthracite                                               0.000000   \n",
       "              Ash for treatment, Re-processing of ash into cl...       0.000000   \n",
       "              Aviation Gasoline                                        0.390954   \n",
       "              BKB/Peat Briquettes                                      0.000000   \n",
       "              Basic iron and steel and of ferro-alloys and fi...       0.011841   \n",
       "\n",
       "                                                                            \\\n",
       "                                                                   Foreign   \n",
       "Region Level  Item                                                           \n",
       "AT     Sector Additives/Blending Components                       0.000000   \n",
       "              Air transport services (62)                         0.105890   \n",
       "              Aluminium and aluminium products                    0.428916   \n",
       "              Aluminium ores and concentrates                     0.000000   \n",
       "              Animal products nec                                 0.189544   \n",
       "              Anthracite                                          0.932988   \n",
       "              Ash for treatment, Re-processing of ash into cl...  0.000000   \n",
       "              Aviation Gasoline                                   0.547946   \n",
       "              BKB/Peat Briquettes                                 0.000000   \n",
       "              Basic iron and steel and of ferro-alloys and fi...  0.944595   \n",
       "\n",
       "                                                                 Direct Backward  \\\n",
       "                                                                           Local   \n",
       "Region Level  Item                                                                 \n",
       "AT     Sector Additives/Blending Components                             0.000000   \n",
       "              Air transport services (62)                               0.238681   \n",
       "              Aluminium and aluminium products                          0.406256   \n",
       "              Aluminium ores and concentrates                           0.000000   \n",
       "              Animal products nec                                       0.374608   \n",
       "              Anthracite                                                0.533770   \n",
       "              Ash for treatment, Re-processing of ash into cl...        0.000000   \n",
       "              Aviation Gasoline                                         0.237192   \n",
       "              BKB/Peat Briquettes                                       0.000000   \n",
       "              Basic iron and steel and of ferro-alloys and fi...        0.404283   \n",
       "\n",
       "                                                                            \\\n",
       "                                                                   Foreign   \n",
       "Region Level  Item                                                           \n",
       "AT     Sector Additives/Blending Components                       0.000000   \n",
       "              Air transport services (62)                         0.270432   \n",
       "              Aluminium and aluminium products                    0.295364   \n",
       "              Aluminium ores and concentrates                     0.000000   \n",
       "              Animal products nec                                 0.147690   \n",
       "              Anthracite                                          0.172782   \n",
       "              Ash for treatment, Re-processing of ash into cl...  0.000000   \n",
       "              Aviation Gasoline                                   0.524693   \n",
       "              BKB/Peat Briquettes                                 0.000000   \n",
       "              Basic iron and steel and of ferro-alloys and fi...  0.245636   \n",
       "\n",
       "                                                                 Total Forward  \\\n",
       "                                                                   Local Share   \n",
       "Region Level  Item                                                               \n",
       "AT     Sector Additives/Blending Components                                NaN   \n",
       "              Air transport services (62)                             0.475458   \n",
       "              Aluminium and aluminium products                        0.315175   \n",
       "              Aluminium ores and concentrates                              NaN   \n",
       "              Animal products nec                                     0.185530   \n",
       "              Anthracite                                              0.010117   \n",
       "              Ash for treatment, Re-processing of ash into cl...           NaN   \n",
       "              Aviation Gasoline                                       0.299589   \n",
       "              BKB/Peat Briquettes                                          NaN   \n",
       "              Basic iron and steel and of ferro-alloys and fi...      0.016997   \n",
       "\n",
       "                                                                                \\\n",
       "                                                                 Foreign Share   \n",
       "Region Level  Item                                                               \n",
       "AT     Sector Additives/Blending Components                                NaN   \n",
       "              Air transport services (62)                             0.524542   \n",
       "              Aluminium and aluminium products                        0.684825   \n",
       "              Aluminium ores and concentrates                              NaN   \n",
       "              Animal products nec                                     0.814470   \n",
       "              Anthracite                                              0.989883   \n",
       "              Ash for treatment, Re-processing of ash into cl...           NaN   \n",
       "              Aviation Gasoline                                       0.700411   \n",
       "              BKB/Peat Briquettes                                          NaN   \n",
       "              Basic iron and steel and of ferro-alloys and fi...      0.983003   \n",
       "\n",
       "                                                                 Total Backward  \\\n",
       "                                                                    Local Share   \n",
       "Region Level  Item                                                                \n",
       "AT     Sector Additives/Blending Components                                 NaN   \n",
       "              Air transport services (62)                              0.333372   \n",
       "              Aluminium and aluminium products                         0.422183   \n",
       "              Aluminium ores and concentrates                               NaN   \n",
       "              Animal products nec                                      0.538254   \n",
       "              Anthracite                                               0.623345   \n",
       "              Ash for treatment, Re-processing of ash into cl...            NaN   \n",
       "              Aviation Gasoline                                        0.251825   \n",
       "              BKB/Peat Briquettes                                           NaN   \n",
       "              Basic iron and steel and of ferro-alloys and fi...       0.455246   \n",
       "\n",
       "                                                                                \\\n",
       "                                                                 Foreign Share   \n",
       "Region Level  Item                                                               \n",
       "AT     Sector Additives/Blending Components                                NaN   \n",
       "              Air transport services (62)                             0.666628   \n",
       "              Aluminium and aluminium products                        0.577817   \n",
       "              Aluminium ores and concentrates                              NaN   \n",
       "              Animal products nec                                     0.461746   \n",
       "              Anthracite                                              0.376655   \n",
       "              Ash for treatment, Re-processing of ash into cl...           NaN   \n",
       "              Aviation Gasoline                                       0.748175   \n",
       "              BKB/Peat Briquettes                                          NaN   \n",
       "              Basic iron and steel and of ferro-alloys and fi...      0.544754   \n",
       "\n",
       "                                                                 Direct Forward  \\\n",
       "                                                                    Local Share   \n",
       "Region Level  Item                                                                \n",
       "AT     Sector Additives/Blending Components                                 NaN   \n",
       "              Air transport services (62)                              0.637198   \n",
       "              Aluminium and aluminium products                         0.532209   \n",
       "              Aluminium ores and concentrates                               NaN   \n",
       "              Animal products nec                                      0.272056   \n",
       "              Anthracite                                               0.000000   \n",
       "              Ash for treatment, Re-processing of ash into cl...            NaN   \n",
       "              Aviation Gasoline                                        0.416395   \n",
       "              BKB/Peat Briquettes                                           NaN   \n",
       "              Basic iron and steel and of ferro-alloys and fi...       0.012381   \n",
       "\n",
       "                                                                                \\\n",
       "                                                                 Foreign Share   \n",
       "Region Level  Item                                                               \n",
       "AT     Sector Additives/Blending Components                                NaN   \n",
       "              Air transport services (62)                             0.362802   \n",
       "              Aluminium and aluminium products                        0.467791   \n",
       "              Aluminium ores and concentrates                              NaN   \n",
       "              Animal products nec                                     0.727944   \n",
       "              Anthracite                                              1.000000   \n",
       "              Ash for treatment, Re-processing of ash into cl...           NaN   \n",
       "              Aviation Gasoline                                       0.583605   \n",
       "              BKB/Peat Briquettes                                          NaN   \n",
       "              Basic iron and steel and of ferro-alloys and fi...      0.987619   \n",
       "\n",
       "                                                                 Direct Backward  \\\n",
       "                                                                     Local Share   \n",
       "Region Level  Item                                                                 \n",
       "AT     Sector Additives/Blending Components                                  NaN   \n",
       "              Air transport services (62)                               0.468817   \n",
       "              Aluminium and aluminium products                          0.579026   \n",
       "              Aluminium ores and concentrates                                NaN   \n",
       "              Animal products nec                                       0.717230   \n",
       "              Anthracite                                                0.755457   \n",
       "              Ash for treatment, Re-processing of ash into cl...             NaN   \n",
       "              Aviation Gasoline                                         0.311323   \n",
       "              BKB/Peat Briquettes                                            NaN   \n",
       "              Basic iron and steel and of ferro-alloys and fi...        0.622051   \n",
       "\n",
       "                                                                                \n",
       "                                                                 Foreign Share  \n",
       "Region Level  Item                                                              \n",
       "AT     Sector Additives/Blending Components                                NaN  \n",
       "              Air transport services (62)                             0.531183  \n",
       "              Aluminium and aluminium products                        0.420974  \n",
       "              Aluminium ores and concentrates                              NaN  \n",
       "              Animal products nec                                     0.282770  \n",
       "              Anthracite                                              0.244543  \n",
       "              Ash for treatment, Re-processing of ash into cl...           NaN  \n",
       "              Aviation Gasoline                                       0.688677  \n",
       "              BKB/Peat Briquettes                                          NaN  \n",
       "              Basic iron and steel and of ferro-alloys and fi...      0.377949  "
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "linkages = db.calc_linkages(scenario=\"2013\")\n",
    "linkages.head(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "055fdf88",
   "metadata": {},
   "outputs": [
    {
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       "      <th>Direct Backward</th>\n",
       "      <th>Forward Amplification</th>\n",
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       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
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       "      <th></th>\n",
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       "      <th rowspan=\"10\" valign=\"top\">AT</th>\n",
       "      <th rowspan=\"10\" valign=\"top\">Sector</th>\n",
       "      <th>Additives/Blending Components</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "    <tr>\n",
       "      <th>Air transport services (62)</th>\n",
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       "      <td>1.219589</td>\n",
       "      <td>0.574110</td>\n",
       "      <td>1.140037</td>\n",
       "      <td>2.551728</td>\n",
       "      <td>2.408470</td>\n",
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       "    <tr>\n",
       "      <th>Aluminium and aluminium products</th>\n",
       "      <td>1.787964</td>\n",
       "      <td>1.840527</td>\n",
       "      <td>1.803558</td>\n",
       "      <td>1.571110</td>\n",
       "      <td>2.410352</td>\n",
       "      <td>2.637439</td>\n",
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       "      <th>Aluminium ores and concentrates</th>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "      <th>Animal products nec</th>\n",
       "      <td>0.429572</td>\n",
       "      <td>1.235257</td>\n",
       "      <td>0.512181</td>\n",
       "      <td>1.169562</td>\n",
       "      <td>2.039222</td>\n",
       "      <td>2.377831</td>\n",
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       "    <tr>\n",
       "      <th>Anthracite</th>\n",
       "      <td>2.377452</td>\n",
       "      <td>1.598352</td>\n",
       "      <td>1.835213</td>\n",
       "      <td>1.582155</td>\n",
       "      <td>3.149759</td>\n",
       "      <td>2.274418</td>\n",
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       "    <tr>\n",
       "      <th>Ash for treatment, Re-processing of ash into clinker</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "      <th>Aviation Gasoline</th>\n",
       "      <td>1.448102</td>\n",
       "      <td>1.500252</td>\n",
       "      <td>1.846841</td>\n",
       "      <td>1.706059</td>\n",
       "      <td>1.906433</td>\n",
       "      <td>1.979780</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>BKB/Peat Briquettes</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>NaN</td>\n",
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       "      <th>Basic iron and steel and of ferro-alloys and first products thereof</th>\n",
       "      <td>2.008835</td>\n",
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       "      <td>1.881335</td>\n",
       "      <td>1.455337</td>\n",
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       "                                                                  Total Forward  \\\n",
       "Region Level  Item                                                                \n",
       "AT     Sector Additives/Blending Components                            0.000000   \n",
       "              Air transport services (62)                              0.602529   \n",
       "              Aluminium and aluminium products                         1.787964   \n",
       "              Aluminium ores and concentrates                          0.000000   \n",
       "              Animal products nec                                      0.429572   \n",
       "              Anthracite                                               2.377452   \n",
       "              Ash for treatment, Re-processing of ash into cl...       0.000000   \n",
       "              Aviation Gasoline                                        1.448102   \n",
       "              BKB/Peat Briquettes                                      0.000000   \n",
       "              Basic iron and steel and of ferro-alloys and fi...       2.008835   \n",
       "\n",
       "                                                                  Total Backward  \\\n",
       "Region Level  Item                                                                 \n",
       "AT     Sector Additives/Blending Components                             0.000000   \n",
       "              Air transport services (62)                               1.219589   \n",
       "              Aluminium and aluminium products                          1.840527   \n",
       "              Aluminium ores and concentrates                           0.000000   \n",
       "              Animal products nec                                       1.235257   \n",
       "              Anthracite                                                1.598352   \n",
       "              Ash for treatment, Re-processing of ash into cl...        0.000000   \n",
       "              Aviation Gasoline                                         1.500252   \n",
       "              BKB/Peat Briquettes                                       0.000000   \n",
       "              Basic iron and steel and of ferro-alloys and fi...        1.548759   \n",
       "\n",
       "                                                                  Direct Forward  \\\n",
       "Region Level  Item                                                                 \n",
       "AT     Sector Additives/Blending Components                             0.000000   \n",
       "              Air transport services (62)                               0.574110   \n",
       "              Aluminium and aluminium products                          1.803558   \n",
       "              Aluminium ores and concentrates                           0.000000   \n",
       "              Animal products nec                                       0.512181   \n",
       "              Anthracite                                                1.835213   \n",
       "              Ash for treatment, Re-processing of ash into cl...        0.000000   \n",
       "              Aviation Gasoline                                         1.846841   \n",
       "              BKB/Peat Briquettes                                       0.000000   \n",
       "              Basic iron and steel and of ferro-alloys and fi...        1.881335   \n",
       "\n",
       "                                                                  Direct Backward  \\\n",
       "Region Level  Item                                                                  \n",
       "AT     Sector Additives/Blending Components                              0.000000   \n",
       "              Air transport services (62)                                1.140037   \n",
       "              Aluminium and aluminium products                           1.571110   \n",
       "              Aluminium ores and concentrates                            0.000000   \n",
       "              Animal products nec                                        1.169562   \n",
       "              Anthracite                                                 1.582155   \n",
       "              Ash for treatment, Re-processing of ash into cl...         0.000000   \n",
       "              Aviation Gasoline                                          1.706059   \n",
       "              BKB/Peat Briquettes                                        0.000000   \n",
       "              Basic iron and steel and of ferro-alloys and fi...         1.455337   \n",
       "\n",
       "                                                                  Forward Amplification  \\\n",
       "Region Level  Item                                                                        \n",
       "AT     Sector Additives/Blending Components                                         NaN   \n",
       "              Air transport services (62)                                      2.551728   \n",
       "              Aluminium and aluminium products                                 2.410352   \n",
       "              Aluminium ores and concentrates                                       NaN   \n",
       "              Animal products nec                                              2.039222   \n",
       "              Anthracite                                                       3.149759   \n",
       "              Ash for treatment, Re-processing of ash into cl...                    NaN   \n",
       "              Aviation Gasoline                                                1.906433   \n",
       "              BKB/Peat Briquettes                                                   NaN   \n",
       "              Basic iron and steel and of ferro-alloys and fi...               2.596152   \n",
       "\n",
       "                                                                  Backward Amplification  \n",
       "Region Level  Item                                                                        \n",
       "AT     Sector Additives/Blending Components                                          NaN  \n",
       "              Air transport services (62)                                       2.408470  \n",
       "              Aluminium and aluminium products                                  2.637439  \n",
       "              Aluminium ores and concentrates                                        NaN  \n",
       "              Animal products nec                                               2.377831  \n",
       "              Anthracite                                                        2.274418  \n",
       "              Ash for treatment, Re-processing of ash into cl...                     NaN  \n",
       "              Aviation Gasoline                                                 1.979780  \n",
       "              BKB/Peat Briquettes                                                    NaN  \n",
       "              Basic iron and steel and of ferro-alloys and fi...                2.395891  "
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "aggregated_linkages = db.calc_linkages(\n",
    "    scenario=\"2013\",\n",
    "    multi_mode=False,\n",
    " )\n",
    "\n",
    "aggregated_linkages.head(10)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "afac527d",
   "metadata": {},
   "source": [
    "## 4. Map the bilateral geography of the chain with `calc_trades(...)`\n",
    "\n",
    "Once you know whether the sector is structurally important, the next question is geographic: where do the relevant trade flows actually run? `calc_trades(...)` answers that by building origin-by-destination trade matrices.\n",
    "\n",
    "The examples below keep the split between intermediate and final trade, show totals, and then aggregate the origin side to continents. The same method can also build an animated plot with `scenario=\"all\"`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "2d9e3598",
   "metadata": {},
   "outputs": [
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       "      <td>0.0</td>\n",
       "      <td>42.148222</td>\n",
       "      <td>71.910781</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1378.824431</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.011084</td>\n",
       "      <td>0.0</td>\n",
       "      <td>14.873840</td>\n",
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       "      <th>BE</th>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>BG</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>BR</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.087826</td>\n",
       "      <td>0.0</td>\n",
       "      <td>576.120518</td>\n",
       "      <td>0.118718</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.715478</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>16.708715</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>CA</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1105.895311</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.166070</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.027729</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.756920</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>CH</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>CN</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2374.228873</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.310822e-14</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.211057</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>CY</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>CZ</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.008093</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.147689</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>10 rows × 100 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       Intermediate                                                            \\\n",
       "Region           AT           AU        BE   BG          BR           CA   CH   \n",
       "Region                                                                          \n",
       "AT              0.0     0.000000  0.000000  0.0    0.000000     0.000000  0.0   \n",
       "AU              0.0  2096.333717  0.008412  0.0   42.148222    71.910781  0.0   \n",
       "BE              0.0     0.000000  0.000000  0.0    0.000000     0.000000  0.0   \n",
       "BG              0.0     0.000000  0.000000  0.0    0.000000     0.000000  0.0   \n",
       "BR              0.0     0.000000  0.087826  0.0  576.120518     0.118718  0.0   \n",
       "CA              0.0     0.000000  0.000000  0.0    0.000000  1105.895311  0.0   \n",
       "CH              0.0     0.000000  0.000000  0.0    0.000000     0.000000  0.0   \n",
       "CN              0.0     0.000000  0.000000  0.0    0.000000     0.000000  0.0   \n",
       "CY              0.0     0.000000  0.000000  0.0    0.000000     0.000000  0.0   \n",
       "CZ              0.0     0.000000  0.000000  0.0    0.000000     0.000000  0.0   \n",
       "\n",
       "                                    ... Final                               \\\n",
       "Region           CN   CY        CZ  ...    TR   TW            US   WA   WE   \n",
       "Region                              ...                                      \n",
       "AT         0.000000  0.0  0.000000  ...   0.0  0.0  0.000000e+00  0.0  0.0   \n",
       "AU      1378.824431  0.0  0.000000  ...   0.0  0.0  0.000000e+00  0.0  0.0   \n",
       "BE         0.000000  0.0  0.000000  ...   0.0  0.0  0.000000e+00  0.0  0.0   \n",
       "BG         0.000000  0.0  0.000000  ...   0.0  0.0  0.000000e+00  0.0  0.0   \n",
       "BR         4.715478  0.0  0.000000  ...   0.0  0.0  0.000000e+00  0.0  0.0   \n",
       "CA         1.166070  0.0  0.000000  ...   0.0  0.0  0.000000e+00  0.0  0.0   \n",
       "CH         0.000000  0.0  0.000000  ...   0.0  0.0  0.000000e+00  0.0  0.0   \n",
       "CN      2374.228873  0.0  0.000000  ...   0.0  0.0  3.310822e-14  0.0  0.0   \n",
       "CY         0.000000  0.0  0.000000  ...   0.0  0.0  0.000000e+00  0.0  0.0   \n",
       "CZ         0.000000  0.0  0.008093  ...   0.0  0.0  0.000000e+00  0.0  0.0   \n",
       "\n",
       "                                            \n",
       "Region   WF   WL        WM   ZA      Total  \n",
       "Region                                      \n",
       "AT      0.0  0.0  0.000000  0.0   0.000000  \n",
       "AU      0.0  0.0  0.011084  0.0  14.873840  \n",
       "BE      0.0  0.0  0.000000  0.0   0.000000  \n",
       "BG      0.0  0.0  0.000000  0.0   0.000000  \n",
       "BR      0.0  0.0  0.000000  0.0  16.708715  \n",
       "CA      0.0  0.0  0.027729  0.0   0.756920  \n",
       "CH      0.0  0.0  0.000000  0.0   0.000000  \n",
       "CN      0.0  0.0  0.000000  0.0   0.211057  \n",
       "CY      0.0  0.0  0.000000  0.0   0.000000  \n",
       "CZ      0.0  0.0  0.000000  0.0   0.147689  \n",
       "\n",
       "[10 rows x 100 columns]"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "split_trade = db.calc_trades(\n",
    "    item=SECTOR,\n",
    "    scenario=\"2013\",\n",
    "    aggregate=False,\n",
    "    total=True,\n",
    "    auto_open=False,\n",
    "    path=False,\n",
    "    show_plot=False,\n",
    ")\n",
    "\n",
    "split_trade.head(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "dd36bfcb",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th>Region</th>\n",
       "      <th>AT</th>\n",
       "      <th>AU</th>\n",
       "      <th>BE</th>\n",
       "      <th>BG</th>\n",
       "      <th>BR</th>\n",
       "      <th>CA</th>\n",
       "      <th>CH</th>\n",
       "      <th>CN</th>\n",
       "      <th>CY</th>\n",
       "      <th>CZ</th>\n",
       "      <th>...</th>\n",
       "      <th>TR</th>\n",
       "      <th>TW</th>\n",
       "      <th>US</th>\n",
       "      <th>WA</th>\n",
       "      <th>WE</th>\n",
       "      <th>WF</th>\n",
       "      <th>WL</th>\n",
       "      <th>WM</th>\n",
       "      <th>ZA</th>\n",
       "      <th>Total</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Region</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>Europe</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.908103</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>51.909231</td>\n",
       "      <td>0.0</td>\n",
       "      <td>160.407913</td>\n",
       "      <td>9.757916e-13</td>\n",
       "      <td>1.659926</td>\n",
       "      <td>...</td>\n",
       "      <td>0.002653</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.002786</td>\n",
       "      <td>0.072842</td>\n",
       "      <td>132.738378</td>\n",
       "      <td>15.831240</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>4.469047</td>\n",
       "      <td>2236.514003</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Asia</th>\n",
       "      <td>0.0</td>\n",
       "      <td>70.382138</td>\n",
       "      <td>0.018823</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5673.822022</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>26.589091</td>\n",
       "      <td>0.0</td>\n",
       "      <td>71.057130</td>\n",
       "      <td>841.185627</td>\n",
       "      <td>52.852502</td>\n",
       "      <td>0.003665</td>\n",
       "      <td>4.146893</td>\n",
       "      <td>236.196678</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>9182.657505</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>America</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.087826</td>\n",
       "      <td>0.0</td>\n",
       "      <td>592.822909</td>\n",
       "      <td>1106.740844</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5.881573</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.006253</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>56.187196</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>318.642076</td>\n",
       "      <td>2.372726</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2156.621242</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Oceania</th>\n",
       "      <td>0.0</td>\n",
       "      <td>2097.503758</td>\n",
       "      <td>0.008412</td>\n",
       "      <td>0.0</td>\n",
       "      <td>55.834461</td>\n",
       "      <td>71.910781</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1378.830230</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.015612</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.948428</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>3639.674247</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Africa</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>21.008060</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1089.456976</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>448.475774</td>\n",
       "      <td>1581.516306</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Total</th>\n",
       "      <td>0.0</td>\n",
       "      <td>2167.885896</td>\n",
       "      <td>1.023165</td>\n",
       "      <td>0.0</td>\n",
       "      <td>648.657370</td>\n",
       "      <td>1230.560856</td>\n",
       "      <td>0.0</td>\n",
       "      <td>7239.949798</td>\n",
       "      <td>9.757916e-13</td>\n",
       "      <td>1.659926</td>\n",
       "      <td>...</td>\n",
       "      <td>26.591744</td>\n",
       "      <td>0.0</td>\n",
       "      <td>71.066169</td>\n",
       "      <td>841.274081</td>\n",
       "      <td>241.778076</td>\n",
       "      <td>1105.291881</td>\n",
       "      <td>322.788969</td>\n",
       "      <td>239.517833</td>\n",
       "      <td>452.944821</td>\n",
       "      <td>18796.983303</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>6 rows × 50 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "Region    AT           AU        BE   BG          BR           CA   CH  \\\n",
       "Region                                                                   \n",
       "Europe   0.0     0.000000  0.908103  0.0    0.000000    51.909231  0.0   \n",
       "Asia     0.0    70.382138  0.018823  0.0    0.000000     0.000000  0.0   \n",
       "America  0.0     0.000000  0.087826  0.0  592.822909  1106.740844  0.0   \n",
       "Oceania  0.0  2097.503758  0.008412  0.0   55.834461    71.910781  0.0   \n",
       "Africa   0.0     0.000000  0.000000  0.0    0.000000     0.000000  0.0   \n",
       "Total    0.0  2167.885896  1.023165  0.0  648.657370  1230.560856  0.0   \n",
       "\n",
       "Region            CN            CY        CZ  ...         TR   TW         US  \\\n",
       "Region                                        ...                              \n",
       "Europe    160.407913  9.757916e-13  1.659926  ...   0.002653  0.0   0.002786   \n",
       "Asia     5673.822022  0.000000e+00  0.000000  ...  26.589091  0.0  71.057130   \n",
       "America     5.881573  0.000000e+00  0.000000  ...   0.000000  0.0   0.006253   \n",
       "Oceania  1378.830230  0.000000e+00  0.000000  ...   0.000000  0.0   0.000000   \n",
       "Africa     21.008060  0.000000e+00  0.000000  ...   0.000000  0.0   0.000000   \n",
       "Total    7239.949798  9.757916e-13  1.659926  ...  26.591744  0.0  71.066169   \n",
       "\n",
       "Region           WA          WE           WF          WL          WM  \\\n",
       "Region                                                                 \n",
       "Europe     0.072842  132.738378    15.831240    0.000000    0.000000   \n",
       "Asia     841.185627   52.852502     0.003665    4.146893  236.196678   \n",
       "America    0.000000   56.187196     0.000000  318.642076    2.372726   \n",
       "Oceania    0.015612    0.000000     0.000000    0.000000    0.948428   \n",
       "Africa     0.000000    0.000000  1089.456976    0.000000    0.000000   \n",
       "Total    841.274081  241.778076  1105.291881  322.788969  239.517833   \n",
       "\n",
       "Region           ZA         Total  \n",
       "Region                             \n",
       "Europe     4.469047   2236.514003  \n",
       "Asia       0.000000   9182.657505  \n",
       "America    0.000000   2156.621242  \n",
       "Oceania    0.000000   3639.674247  \n",
       "Africa   448.475774   1581.516306  \n",
       "Total    452.944821  18796.983303  \n",
       "\n",
       "[6 rows x 50 columns]"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "origin_clustered_trades = db.calc_trades(\n",
    "    item=SECTOR,\n",
    "    scenario=\"2013\",\n",
    "    clusters=\"continent\",\n",
    "    clusters_direction=\"origin\",\n",
    "    total=True,\n",
    "    auto_open=False,\n",
    "    path=False,\n",
    "    show_plot=False,\n",
    ")\n",
    "origin_clustered_trades"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "c520a5fb",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
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         "type": "histogram2d",
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    "all_trades = db.calc_trades(\n",
    "    item=SECTOR,\n",
    "    scenario=\"all\",\n",
    "    show_plot=True,\n",
    "    auto_open=False,\n",
    "    path=False,\n",
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    "If you want a shareable figure, the same method can also export HTML or static images.\n",
    "\n",
    "```python\n",
    "db.calc_trades(\n",
    "    item=SECTOR,\n",
    "    scenario=base_scenario,\n",
    "    save_plot=f\"{FOLDER}/nickel_trade_{base_label}.html\",\n",
    "    auto_open=False,\n",
    " )\n",
    "```\n",
    "\n",
    "In practice this block answers the first geographic question of the analysis: which origin-destination pairs actually carry the focal supply chain?"
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    "## 5. Add embodied indicators with `calc_trades_content(...)`\n",
    "\n",
    "Trade values alone are not enough if the question is about value added, emissions, energy, water, labour, or other extensions. `calc_trades_content(...)` lets you attach those indicators directly to the same trade geometry.\n",
    "\n",
    "Here `indicator` means the quantity embodied in the traded flow. It can be one factor-of-production row, one satellite-account row, or the generic `\"total value added\"` shortcut.\n",
    "\n",
    "The `method` argument changes the analytical meaning of the result:\n",
    "\n",
    "- `direct`: only the content generated directly by the production node that supplies the traded item\n",
    "- `total`: direct content plus all indirect upstream rounds required to produce that traded item\n",
    "- `upstream`: only the indirect upstream contribution, so it isolates supplier-chain dependence net of the direct producer itself\n",
    "\n",
    "A useful way to read them is: if `total` is much larger than `direct`, the traded flow carries an important hidden upstream chain. If `upstream` is large, the indicator is not mainly generated by the last exporting sector, but by its wider supplier network.\n",
    "\n",
    "The first example below uses one factor-of-production row and focuses on the `upstream` part of the chain."
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     "text": [
      "INFO Resolver: resolving v for 2013.\n",
      "INFO Resolver: trying v via formula build_iot_v_from_V_X.\n",
      "INFO Resolver: resolved v via formula build_iot_v_from_V_X.\n",
      "INFO Resolver: resolving m for 2013.\n",
      "INFO Resolver: trying m via formula build_iot_m_from_v_w (compute_method=auto, runtime=inverse).\n",
      "INFO Resolver: resolved m via formula build_iot_m_from_v_w (compute_method=auto, runtime=inverse).\n"
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     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "factor_indicator = db.get_index(\"Factor of production\")[0]\n",
    "\n",
    "upstream_value_added = db.calc_trades_content(\n",
    "    indicator=factor_indicator,\n",
    "    item=SECTOR,\n",
    "    scenario=\"2013\",\n",
    "    method=\"upstream\",\n",
    "    clusters=\"continent\",\n",
    "    clusters_direction=\"origin\",\n",
    "    show_plot=True,\n",
    "    auto_open=False,\n",
    "    path=False,\n",
    "    title=f\"{factor_indicator} embodied in {SECTOR} trade\",\n",
    ")\n",
    "upstream_value_added"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "79313449",
   "metadata": {},
   "outputs": [
    {
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       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.005586</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>CA</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1106.622126</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.166075</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.004880</td>\n",
       "      <td>2.372726</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>CH</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>CN</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2374.439931</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.002177</td>\n",
       "      <td>0.135476</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.401789</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>CY</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>CZ</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.155746</td>\n",
       "      <td>...</td>\n",
       "      <td>0.012579</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>10 rows × 49 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "Region   AT           AU        BE   BG          BR           CA   CH  \\\n",
       "Region                                                                  \n",
       "AT      0.0     0.000000  0.000000  0.0    0.000000     0.000000  0.0   \n",
       "AU      0.0  2097.503759  0.008412  0.0   55.834461    71.910781  0.0   \n",
       "BE      0.0     0.000000  0.000000  0.0    0.000000     0.000000  0.0   \n",
       "BG      0.0     0.000000  0.000000  0.0    0.000000     0.000000  0.0   \n",
       "BR      0.0     0.000000  0.087826  0.0  592.822909     0.118718  0.0   \n",
       "CA      0.0     0.000000  0.000000  0.0    0.000000  1106.622126  0.0   \n",
       "CH      0.0     0.000000  0.000000  0.0    0.000000     0.000000  0.0   \n",
       "CN      0.0     0.000000  0.000000  0.0    0.000000     0.000000  0.0   \n",
       "CY      0.0     0.000000  0.000000  0.0    0.000000     0.000000  0.0   \n",
       "CZ      0.0     0.000000  0.000000  0.0    0.000000     0.000000  0.0   \n",
       "\n",
       "Region           CN   CY        CZ  ...        SK   TR   TW        US  \\\n",
       "Region                              ...                                 \n",
       "AT         0.000000  0.0  0.000000  ...  0.000000  0.0  0.0  0.000000   \n",
       "AU      1378.830231  0.0  0.000000  ...  0.000000  0.0  0.0  0.000000   \n",
       "BE         0.000000  0.0  0.000000  ...  0.000000  0.0  0.0  0.000000   \n",
       "BG         0.000000  0.0  0.000000  ...  0.000000  0.0  0.0  0.000000   \n",
       "BR         4.715497  0.0  0.000000  ...  0.000000  0.0  0.0  0.000000   \n",
       "CA         1.166075  0.0  0.000000  ...  0.000000  0.0  0.0  0.000000   \n",
       "CH         0.000000  0.0  0.000000  ...  0.000000  0.0  0.0  0.000000   \n",
       "CN      2374.439931  0.0  0.000000  ...  0.000000  0.0  0.0  0.002177   \n",
       "CY         0.000000  0.0  0.000000  ...  0.000000  0.0  0.0  0.000000   \n",
       "CZ         0.000000  0.0  0.155746  ...  0.012579  0.0  0.0  0.000000   \n",
       "\n",
       "Region        WA   WE   WF        WL        WM   ZA  \n",
       "Region                                               \n",
       "AT      0.000000  0.0  0.0  0.000000  0.000000  0.0  \n",
       "AU      0.015612  0.0  0.0  0.000000  0.948428  0.0  \n",
       "BE      0.000000  0.0  0.0  0.000000  0.000000  0.0  \n",
       "BG      0.000000  0.0  0.0  0.000000  0.000000  0.0  \n",
       "BR      0.000000  0.0  0.0  0.005586  0.000000  0.0  \n",
       "CA      0.000000  0.0  0.0  0.004880  2.372726  0.0  \n",
       "CH      0.000000  0.0  0.0  0.000000  0.000000  0.0  \n",
       "CN      0.135476  0.0  0.0  2.401789  0.000000  0.0  \n",
       "CY      0.000000  0.0  0.0  0.000000  0.000000  0.0  \n",
       "CZ      0.000000  0.0  0.0  0.000000  0.000000  0.0  \n",
       "\n",
       "[10 rows x 49 columns]"
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "all_value_added_content = db.calc_trades_content(\n",
    "    indicator=\"total value added\",\n",
    "    item=SECTOR,\n",
    "    scenario=\"2013\",\n",
    "    method=\"total\",\n",
    "    show_plot=True,\n",
    "    auto_open=False,\n",
    "    path=False,\n",
    "    title=f\"Total value added embodied in {SECTOR} trade\",\n",
    ")\n",
    "all_value_added_content.head(10)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "095d2857",
   "metadata": {},
   "source": [
    "## 6. Explain the result with `breakdown=True`, concentration, and exposure\n",
    "\n",
    "A total embodied-content matrix tells you how much indicator content is carried by each trade pair, but not where that content originates inside the production system. `breakdown=True` keeps the contributor detail so you can identify the production nodes behind the result.\n",
    "\n",
    "In practice, the breakdown table answers: `who is actually generating the embodied content behind this observed trade flow?` The first row level still identifies the trade origin Region, while the deeper levels identify the contributing production nodes. If you sum those contributor levels back together, you recover the collapsed trade-content matrix for the same method.\n",
    "\n",
    "The last two indicators are summaries built on top of that contributor table, and they answer different questions:\n",
    "\n",
    "- `calc_trades_concentration(...)`: how concentrated is the contributor base behind each trade pair?\n",
    "- `calc_trades_exposure(...)`: how much of that contributor base depends on one selected Region or group of Regions?\n",
    "\n",
    "`calc_trades_concentration(...)` is computed as an HHI on contributor-Region shares. A value closer to 1 means that only a few contributor Regions dominate the embodied content. Lower values mean the same content is spread across a broader set of contributor Regions. This is a diversification indicator, not a size indicator: a small trade flow and a large trade flow can have the same concentration if their contributor shares are distributed in the same way.\n",
    "\n",
    "`calc_trades_exposure(...)` instead returns a share between 0 and 1. It measures how much of the embodied content is attributable to the Regions selected in `exposed_to`. High exposure means strong dependence on those Regions even if the observed exporter-importer map looks diversified. In other words, direct trade partners and hidden upstream dependency are not necessarily the same thing."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "45e73b95",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th>Region</th>\n",
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       "      <th>WE</th>\n",
       "      <th>WF</th>\n",
       "      <th>WL</th>\n",
       "      <th>WM</th>\n",
       "      <th>ZA</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Region</th>\n",
       "      <th>Region</th>\n",
       "      <th>Level</th>\n",
       "      <th>Item</th>\n",
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       "      <th></th>\n",
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       "      <th></th>\n",
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       "      <th></th>\n",
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       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th rowspan=\"10\" valign=\"top\">Europe</th>\n",
       "      <th rowspan=\"10\" valign=\"top\">AT</th>\n",
       "      <th rowspan=\"10\" valign=\"top\">Sector</th>\n",
       "      <th>Additives/Blending Components</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
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       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Air transport services (62)</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.370348e-05</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.198436e-03</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.263640e-03</td>\n",
       "      <td>1.906428e-17</td>\n",
       "      <td>1.388419e-05</td>\n",
       "      <td>...</td>\n",
       "      <td>3.152899e-07</td>\n",
       "      <td>5.183499e-08</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.440290e-08</td>\n",
       "      <td>3.793416e-07</td>\n",
       "      <td>2.593339e-03</td>\n",
       "      <td>6.704903e-04</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.892747e-04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Aluminium and aluminium products</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.291321e-05</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5.328156e-04</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.721795e-03</td>\n",
       "      <td>2.558788e-17</td>\n",
       "      <td>6.381986e-05</td>\n",
       "      <td>...</td>\n",
       "      <td>2.394068e-06</td>\n",
       "      <td>6.957241e-08</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.012454e-07</td>\n",
       "      <td>9.711813e-07</td>\n",
       "      <td>3.480750e-03</td>\n",
       "      <td>1.624877e-04</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.586913e-05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Aluminium ores and concentrates</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
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       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Animal products nec</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.824001e-08</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.659533e-06</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.266859e-05</td>\n",
       "      <td>1.662091e-19</td>\n",
       "      <td>4.165766e-07</td>\n",
       "      <td>...</td>\n",
       "      <td>1.423709e-08</td>\n",
       "      <td>4.519158e-10</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.036641e-10</td>\n",
       "      <td>5.926079e-09</td>\n",
       "      <td>2.260960e-05</td>\n",
       "      <td>1.421067e-06</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.011573e-07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Anthracite</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8.834852e-10</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5.914017e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.187313e-08</td>\n",
       "      <td>8.568385e-22</td>\n",
       "      <td>8.941676e-10</td>\n",
       "      <td>...</td>\n",
       "      <td>4.120899e-11</td>\n",
       "      <td>2.329709e-12</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5.694309e-13</td>\n",
       "      <td>1.016543e-11</td>\n",
       "      <td>1.165571e-07</td>\n",
       "      <td>1.803618e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5.091486e-10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Ash for treatment, Re-processing of ash into clinker</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Aviation Gasoline</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.051568e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.696496e-07</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.977002e-07</td>\n",
       "      <td>1.590425e-20</td>\n",
       "      <td>2.124223e-08</td>\n",
       "      <td>...</td>\n",
       "      <td>1.083025e-09</td>\n",
       "      <td>4.324300e-11</td>\n",
       "      <td>0.0</td>\n",
       "      <td>7.489337e-12</td>\n",
       "      <td>1.955008e-10</td>\n",
       "      <td>2.163469e-06</td>\n",
       "      <td>5.173984e-08</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.460579e-08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>BKB/Peat Briquettes</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Basic iron and steel and of ferro-alloys and first products thereof</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.762819e-05</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8.046822e-04</td>\n",
       "      <td>0.0</td>\n",
       "      <td>6.932944e-03</td>\n",
       "      <td>3.392194e-17</td>\n",
       "      <td>2.298496e-04</td>\n",
       "      <td>...</td>\n",
       "      <td>1.400188e-05</td>\n",
       "      <td>9.223236e-08</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.438196e-07</td>\n",
       "      <td>2.289946e-06</td>\n",
       "      <td>4.614463e-03</td>\n",
       "      <td>2.453975e-04</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>6.927399e-05</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>10 rows × 49 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "Region                                                                    AT  \\\n",
       "Region Region Level  Item                                                      \n",
       "Europe AT     Sector Additives/Blending Components                       0.0   \n",
       "                     Air transport services (62)                         0.0   \n",
       "                     Aluminium and aluminium products                    0.0   \n",
       "                     Aluminium ores and concentrates                     0.0   \n",
       "                     Animal products nec                                 0.0   \n",
       "                     Anthracite                                          0.0   \n",
       "                     Ash for treatment, Re-processing of ash into cl...  0.0   \n",
       "                     Aviation Gasoline                                   0.0   \n",
       "                     BKB/Peat Briquettes                                 0.0   \n",
       "                     Basic iron and steel and of ferro-alloys and fi...  0.0   \n",
       "\n",
       "Region                                                                    AU  \\\n",
       "Region Region Level  Item                                                      \n",
       "Europe AT     Sector Additives/Blending Components                       0.0   \n",
       "                     Air transport services (62)                         0.0   \n",
       "                     Aluminium and aluminium products                    0.0   \n",
       "                     Aluminium ores and concentrates                     0.0   \n",
       "                     Animal products nec                                 0.0   \n",
       "                     Anthracite                                          0.0   \n",
       "                     Ash for treatment, Re-processing of ash into cl...  0.0   \n",
       "                     Aviation Gasoline                                   0.0   \n",
       "                     BKB/Peat Briquettes                                 0.0   \n",
       "                     Basic iron and steel and of ferro-alloys and fi...  0.0   \n",
       "\n",
       "Region                                                                             BE  \\\n",
       "Region Region Level  Item                                                               \n",
       "Europe AT     Sector Additives/Blending Components                       0.000000e+00   \n",
       "                     Air transport services (62)                         1.370348e-05   \n",
       "                     Aluminium and aluminium products                    1.291321e-05   \n",
       "                     Aluminium ores and concentrates                     0.000000e+00   \n",
       "                     Animal products nec                                 4.824001e-08   \n",
       "                     Anthracite                                          8.834852e-10   \n",
       "                     Ash for treatment, Re-processing of ash into cl...  0.000000e+00   \n",
       "                     Aviation Gasoline                                   2.051568e-09   \n",
       "                     BKB/Peat Briquettes                                 0.000000e+00   \n",
       "                     Basic iron and steel and of ferro-alloys and fi...  4.762819e-05   \n",
       "\n",
       "Region                                                                    BG  \\\n",
       "Region Region Level  Item                                                      \n",
       "Europe AT     Sector Additives/Blending Components                       0.0   \n",
       "                     Air transport services (62)                         0.0   \n",
       "                     Aluminium and aluminium products                    0.0   \n",
       "                     Aluminium ores and concentrates                     0.0   \n",
       "                     Animal products nec                                 0.0   \n",
       "                     Anthracite                                          0.0   \n",
       "                     Ash for treatment, Re-processing of ash into cl...  0.0   \n",
       "                     Aviation Gasoline                                   0.0   \n",
       "                     BKB/Peat Briquettes                                 0.0   \n",
       "                     Basic iron and steel and of ferro-alloys and fi...  0.0   \n",
       "\n",
       "Region                                                                    BR  \\\n",
       "Region Region Level  Item                                                      \n",
       "Europe AT     Sector Additives/Blending Components                       0.0   \n",
       "                     Air transport services (62)                         0.0   \n",
       "                     Aluminium and aluminium products                    0.0   \n",
       "                     Aluminium ores and concentrates                     0.0   \n",
       "                     Animal products nec                                 0.0   \n",
       "                     Anthracite                                          0.0   \n",
       "                     Ash for treatment, Re-processing of ash into cl...  0.0   \n",
       "                     Aviation Gasoline                                   0.0   \n",
       "                     BKB/Peat Briquettes                                 0.0   \n",
       "                     Basic iron and steel and of ferro-alloys and fi...  0.0   \n",
       "\n",
       "Region                                                                             CA  \\\n",
       "Region Region Level  Item                                                               \n",
       "Europe AT     Sector Additives/Blending Components                       0.000000e+00   \n",
       "                     Air transport services (62)                         2.198436e-03   \n",
       "                     Aluminium and aluminium products                    5.328156e-04   \n",
       "                     Aluminium ores and concentrates                     0.000000e+00   \n",
       "                     Animal products nec                                 4.659533e-06   \n",
       "                     Anthracite                                          5.914017e-09   \n",
       "                     Ash for treatment, Re-processing of ash into cl...  0.000000e+00   \n",
       "                     Aviation Gasoline                                   1.696496e-07   \n",
       "                     BKB/Peat Briquettes                                 0.000000e+00   \n",
       "                     Basic iron and steel and of ferro-alloys and fi...  8.046822e-04   \n",
       "\n",
       "Region                                                                    CH  \\\n",
       "Region Region Level  Item                                                      \n",
       "Europe AT     Sector Additives/Blending Components                       0.0   \n",
       "                     Air transport services (62)                         0.0   \n",
       "                     Aluminium and aluminium products                    0.0   \n",
       "                     Aluminium ores and concentrates                     0.0   \n",
       "                     Animal products nec                                 0.0   \n",
       "                     Anthracite                                          0.0   \n",
       "                     Ash for treatment, Re-processing of ash into cl...  0.0   \n",
       "                     Aviation Gasoline                                   0.0   \n",
       "                     BKB/Peat Briquettes                                 0.0   \n",
       "                     Basic iron and steel and of ferro-alloys and fi...  0.0   \n",
       "\n",
       "Region                                                                             CN  \\\n",
       "Region Region Level  Item                                                               \n",
       "Europe AT     Sector Additives/Blending Components                       0.000000e+00   \n",
       "                     Air transport services (62)                         2.263640e-03   \n",
       "                     Aluminium and aluminium products                    4.721795e-03   \n",
       "                     Aluminium ores and concentrates                     0.000000e+00   \n",
       "                     Animal products nec                                 1.266859e-05   \n",
       "                     Anthracite                                          3.187313e-08   \n",
       "                     Ash for treatment, Re-processing of ash into cl...  0.000000e+00   \n",
       "                     Aviation Gasoline                                   4.977002e-07   \n",
       "                     BKB/Peat Briquettes                                 0.000000e+00   \n",
       "                     Basic iron and steel and of ferro-alloys and fi...  6.932944e-03   \n",
       "\n",
       "Region                                                                             CY  \\\n",
       "Region Region Level  Item                                                               \n",
       "Europe AT     Sector Additives/Blending Components                       0.000000e+00   \n",
       "                     Air transport services (62)                         1.906428e-17   \n",
       "                     Aluminium and aluminium products                    2.558788e-17   \n",
       "                     Aluminium ores and concentrates                     0.000000e+00   \n",
       "                     Animal products nec                                 1.662091e-19   \n",
       "                     Anthracite                                          8.568385e-22   \n",
       "                     Ash for treatment, Re-processing of ash into cl...  0.000000e+00   \n",
       "                     Aviation Gasoline                                   1.590425e-20   \n",
       "                     BKB/Peat Briquettes                                 0.000000e+00   \n",
       "                     Basic iron and steel and of ferro-alloys and fi...  3.392194e-17   \n",
       "\n",
       "Region                                                                             CZ  \\\n",
       "Region Region Level  Item                                                               \n",
       "Europe AT     Sector Additives/Blending Components                       0.000000e+00   \n",
       "                     Air transport services (62)                         1.388419e-05   \n",
       "                     Aluminium and aluminium products                    6.381986e-05   \n",
       "                     Aluminium ores and concentrates                     0.000000e+00   \n",
       "                     Animal products nec                                 4.165766e-07   \n",
       "                     Anthracite                                          8.941676e-10   \n",
       "                     Ash for treatment, Re-processing of ash into cl...  0.000000e+00   \n",
       "                     Aviation Gasoline                                   2.124223e-08   \n",
       "                     BKB/Peat Briquettes                                 0.000000e+00   \n",
       "                     Basic iron and steel and of ferro-alloys and fi...  2.298496e-04   \n",
       "\n",
       "Region                                                                   ...  \\\n",
       "Region Region Level  Item                                                ...   \n",
       "Europe AT     Sector Additives/Blending Components                       ...   \n",
       "                     Air transport services (62)                         ...   \n",
       "                     Aluminium and aluminium products                    ...   \n",
       "                     Aluminium ores and concentrates                     ...   \n",
       "                     Animal products nec                                 ...   \n",
       "                     Anthracite                                          ...   \n",
       "                     Ash for treatment, Re-processing of ash into cl...  ...   \n",
       "                     Aviation Gasoline                                   ...   \n",
       "                     BKB/Peat Briquettes                                 ...   \n",
       "                     Basic iron and steel and of ferro-alloys and fi...  ...   \n",
       "\n",
       "Region                                                                             SK  \\\n",
       "Region Region Level  Item                                                               \n",
       "Europe AT     Sector Additives/Blending Components                       0.000000e+00   \n",
       "                     Air transport services (62)                         3.152899e-07   \n",
       "                     Aluminium and aluminium products                    2.394068e-06   \n",
       "                     Aluminium ores and concentrates                     0.000000e+00   \n",
       "                     Animal products nec                                 1.423709e-08   \n",
       "                     Anthracite                                          4.120899e-11   \n",
       "                     Ash for treatment, Re-processing of ash into cl...  0.000000e+00   \n",
       "                     Aviation Gasoline                                   1.083025e-09   \n",
       "                     BKB/Peat Briquettes                                 0.000000e+00   \n",
       "                     Basic iron and steel and of ferro-alloys and fi...  1.400188e-05   \n",
       "\n",
       "Region                                                                             TR  \\\n",
       "Region Region Level  Item                                                               \n",
       "Europe AT     Sector Additives/Blending Components                       0.000000e+00   \n",
       "                     Air transport services (62)                         5.183499e-08   \n",
       "                     Aluminium and aluminium products                    6.957241e-08   \n",
       "                     Aluminium ores and concentrates                     0.000000e+00   \n",
       "                     Animal products nec                                 4.519158e-10   \n",
       "                     Anthracite                                          2.329709e-12   \n",
       "                     Ash for treatment, Re-processing of ash into cl...  0.000000e+00   \n",
       "                     Aviation Gasoline                                   4.324300e-11   \n",
       "                     BKB/Peat Briquettes                                 0.000000e+00   \n",
       "                     Basic iron and steel and of ferro-alloys and fi...  9.223236e-08   \n",
       "\n",
       "Region                                                                    TW  \\\n",
       "Region Region Level  Item                                                      \n",
       "Europe AT     Sector Additives/Blending Components                       0.0   \n",
       "                     Air transport services (62)                         0.0   \n",
       "                     Aluminium and aluminium products                    0.0   \n",
       "                     Aluminium ores and concentrates                     0.0   \n",
       "                     Animal products nec                                 0.0   \n",
       "                     Anthracite                                          0.0   \n",
       "                     Ash for treatment, Re-processing of ash into cl...  0.0   \n",
       "                     Aviation Gasoline                                   0.0   \n",
       "                     BKB/Peat Briquettes                                 0.0   \n",
       "                     Basic iron and steel and of ferro-alloys and fi...  0.0   \n",
       "\n",
       "Region                                                                             US  \\\n",
       "Region Region Level  Item                                                               \n",
       "Europe AT     Sector Additives/Blending Components                       0.000000e+00   \n",
       "                     Air transport services (62)                         2.440290e-08   \n",
       "                     Aluminium and aluminium products                    1.012454e-07   \n",
       "                     Aluminium ores and concentrates                     0.000000e+00   \n",
       "                     Animal products nec                                 2.036641e-10   \n",
       "                     Anthracite                                          5.694309e-13   \n",
       "                     Ash for treatment, Re-processing of ash into cl...  0.000000e+00   \n",
       "                     Aviation Gasoline                                   7.489337e-12   \n",
       "                     BKB/Peat Briquettes                                 0.000000e+00   \n",
       "                     Basic iron and steel and of ferro-alloys and fi...  1.438196e-07   \n",
       "\n",
       "Region                                                                             WA  \\\n",
       "Region Region Level  Item                                                               \n",
       "Europe AT     Sector Additives/Blending Components                       0.000000e+00   \n",
       "                     Air transport services (62)                         3.793416e-07   \n",
       "                     Aluminium and aluminium products                    9.711813e-07   \n",
       "                     Aluminium ores and concentrates                     0.000000e+00   \n",
       "                     Animal products nec                                 5.926079e-09   \n",
       "                     Anthracite                                          1.016543e-11   \n",
       "                     Ash for treatment, Re-processing of ash into cl...  0.000000e+00   \n",
       "                     Aviation Gasoline                                   1.955008e-10   \n",
       "                     BKB/Peat Briquettes                                 0.000000e+00   \n",
       "                     Basic iron and steel and of ferro-alloys and fi...  2.289946e-06   \n",
       "\n",
       "Region                                                                             WE  \\\n",
       "Region Region Level  Item                                                               \n",
       "Europe AT     Sector Additives/Blending Components                       0.000000e+00   \n",
       "                     Air transport services (62)                         2.593339e-03   \n",
       "                     Aluminium and aluminium products                    3.480750e-03   \n",
       "                     Aluminium ores and concentrates                     0.000000e+00   \n",
       "                     Animal products nec                                 2.260960e-05   \n",
       "                     Anthracite                                          1.165571e-07   \n",
       "                     Ash for treatment, Re-processing of ash into cl...  0.000000e+00   \n",
       "                     Aviation Gasoline                                   2.163469e-06   \n",
       "                     BKB/Peat Briquettes                                 0.000000e+00   \n",
       "                     Basic iron and steel and of ferro-alloys and fi...  4.614463e-03   \n",
       "\n",
       "Region                                                                             WF  \\\n",
       "Region Region Level  Item                                                               \n",
       "Europe AT     Sector Additives/Blending Components                       0.000000e+00   \n",
       "                     Air transport services (62)                         6.704903e-04   \n",
       "                     Aluminium and aluminium products                    1.624877e-04   \n",
       "                     Aluminium ores and concentrates                     0.000000e+00   \n",
       "                     Animal products nec                                 1.421067e-06   \n",
       "                     Anthracite                                          1.803618e-09   \n",
       "                     Ash for treatment, Re-processing of ash into cl...  0.000000e+00   \n",
       "                     Aviation Gasoline                                   5.173984e-08   \n",
       "                     BKB/Peat Briquettes                                 0.000000e+00   \n",
       "                     Basic iron and steel and of ferro-alloys and fi...  2.453975e-04   \n",
       "\n",
       "Region                                                                    WL  \\\n",
       "Region Region Level  Item                                                      \n",
       "Europe AT     Sector Additives/Blending Components                       0.0   \n",
       "                     Air transport services (62)                         0.0   \n",
       "                     Aluminium and aluminium products                    0.0   \n",
       "                     Aluminium ores and concentrates                     0.0   \n",
       "                     Animal products nec                                 0.0   \n",
       "                     Anthracite                                          0.0   \n",
       "                     Ash for treatment, Re-processing of ash into cl...  0.0   \n",
       "                     Aviation Gasoline                                   0.0   \n",
       "                     BKB/Peat Briquettes                                 0.0   \n",
       "                     Basic iron and steel and of ferro-alloys and fi...  0.0   \n",
       "\n",
       "Region                                                                    WM  \\\n",
       "Region Region Level  Item                                                      \n",
       "Europe AT     Sector Additives/Blending Components                       0.0   \n",
       "                     Air transport services (62)                         0.0   \n",
       "                     Aluminium and aluminium products                    0.0   \n",
       "                     Aluminium ores and concentrates                     0.0   \n",
       "                     Animal products nec                                 0.0   \n",
       "                     Anthracite                                          0.0   \n",
       "                     Ash for treatment, Re-processing of ash into cl...  0.0   \n",
       "                     Aviation Gasoline                                   0.0   \n",
       "                     BKB/Peat Briquettes                                 0.0   \n",
       "                     Basic iron and steel and of ferro-alloys and fi...  0.0   \n",
       "\n",
       "Region                                                                             ZA  \n",
       "Region Region Level  Item                                                              \n",
       "Europe AT     Sector Additives/Blending Components                       0.000000e+00  \n",
       "                     Air transport services (62)                         1.892747e-04  \n",
       "                     Aluminium and aluminium products                    4.586913e-05  \n",
       "                     Aluminium ores and concentrates                     0.000000e+00  \n",
       "                     Animal products nec                                 4.011573e-07  \n",
       "                     Anthracite                                          5.091486e-10  \n",
       "                     Ash for treatment, Re-processing of ash into cl...  0.000000e+00  \n",
       "                     Aviation Gasoline                                   1.460579e-08  \n",
       "                     BKB/Peat Briquettes                                 0.000000e+00  \n",
       "                     Basic iron and steel and of ferro-alloys and fi...  6.927399e-05  \n",
       "\n",
       "[10 rows x 49 columns]"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "value_added_breakdown = db.calc_trades_content(\n",
    "    indicator=\"total value added\",\n",
    "    item=SECTOR,\n",
    "    scenario=\"2013\",\n",
    "    method=\"upstream\",\n",
    "    breakdown=True,\n",
    "    clusters=\"continent\",\n",
    "    clusters_direction=\"origin\",\n",
    ")\n",
    "\n",
    "value_added_breakdown.head(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "a1e0d6d7",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th>Region</th>\n",
       "      <th>AT</th>\n",
       "      <th>AU</th>\n",
       "      <th>BE</th>\n",
       "      <th>BG</th>\n",
       "      <th>BR</th>\n",
       "      <th>CA</th>\n",
       "      <th>CH</th>\n",
       "      <th>CN</th>\n",
       "      <th>CY</th>\n",
       "      <th>CZ</th>\n",
       "      <th>...</th>\n",
       "      <th>SK</th>\n",
       "      <th>TR</th>\n",
       "      <th>TW</th>\n",
       "      <th>US</th>\n",
       "      <th>WA</th>\n",
       "      <th>WE</th>\n",
       "      <th>WF</th>\n",
       "      <th>WL</th>\n",
       "      <th>WM</th>\n",
       "      <th>ZA</th>\n",
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       "    <tr>\n",
       "      <th>Region</th>\n",
       "      <th></th>\n",
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       "  <tbody>\n",
       "    <tr>\n",
       "      <th>Europe</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.669498</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.218142</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.225551</td>\n",
       "      <td>0.311919</td>\n",
       "      <td>0.114916</td>\n",
       "      <td>...</td>\n",
       "      <td>0.21443</td>\n",
       "      <td>0.311919</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.410742</td>\n",
       "      <td>0.380046</td>\n",
       "      <td>0.311915</td>\n",
       "      <td>0.218150</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.218150</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Oceania</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.449936</td>\n",
       "      <td>0.449936</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.449936</td>\n",
       "      <td>0.449936</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.449936</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.449936</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.449936</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>America</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.516330</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.516330</td>\n",
       "      <td>0.532473</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.318597</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.351588</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.351588</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.351566</td>\n",
       "      <td>0.532548</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Asia</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.176630</td>\n",
       "      <td>0.288928</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.203990</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.218057</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.288905</td>\n",
       "      <td>0.267167</td>\n",
       "      <td>0.227852</td>\n",
       "      <td>0.288928</td>\n",
       "      <td>0.375378</td>\n",
       "      <td>0.292964</td>\n",
       "      <td>0.000000</td>\n",
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       "    <tr>\n",
       "      <th>Africa</th>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.330962</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.321583</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.336972</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 49 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "Region    AT        AU        BE   BG        BR        CA   CH        CN  \\\n",
       "Region                                                                     \n",
       "Europe   0.0  0.000000  0.669498  0.0  0.000000  0.218142  0.0  0.225551   \n",
       "Oceania  0.0  0.449936  0.449936  0.0  0.449936  0.449936  0.0  0.449936   \n",
       "America  0.0  0.000000  0.516330  0.0  0.516330  0.532473  0.0  0.318597   \n",
       "Asia     0.0  0.176630  0.288928  0.0  0.000000  0.000000  0.0  0.203990   \n",
       "Africa   0.0  0.000000  0.000000  0.0  0.000000  0.000000  0.0  0.330962   \n",
       "\n",
       "Region         CY        CZ  ...       SK        TR   TW        US        WA  \\\n",
       "Region                       ...                                               \n",
       "Europe   0.311919  0.114916  ...  0.21443  0.311919  0.0  0.410742  0.380046   \n",
       "Oceania  0.000000  0.000000  ...  0.00000  0.000000  0.0  0.000000  0.449936   \n",
       "America  0.000000  0.000000  ...  0.00000  0.000000  0.0  0.351588  0.000000   \n",
       "Asia     0.000000  0.000000  ...  0.00000  0.218057  0.0  0.288905  0.267167   \n",
       "Africa   0.000000  0.000000  ...  0.00000  0.000000  0.0  0.000000  0.000000   \n",
       "\n",
       "Region         WE        WF        WL        WM        ZA  \n",
       "Region                                                     \n",
       "Europe   0.311915  0.218150  0.000000  0.000000  0.218150  \n",
       "Oceania  0.000000  0.000000  0.000000  0.449936  0.000000  \n",
       "America  0.351588  0.000000  0.351566  0.532548  0.000000  \n",
       "Asia     0.227852  0.288928  0.375378  0.292964  0.000000  \n",
       "Africa   0.000000  0.321583  0.000000  0.000000  0.336972  \n",
       "\n",
       "[5 rows x 49 columns]"
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "value_added_concentration = db.calc_trades_concentration(\n",
    "    indicator=\"total value added\",\n",
    "    item=SECTOR,\n",
    "    scenario=\"2013\",\n",
    "    method=\"upstream\",\n",
    "    clusters=\"continent\",\n",
    "    clusters_direction=\"origin\",\n",
    ")\n",
    "\n",
    "value_added_concentration"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "fc2c2554",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <td>0.0</td>\n",
       "      <td>0.013260</td>\n",
       "      <td>0.010501</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.006377</td>\n",
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       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.006377</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>America</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.003705</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.003705</td>\n",
       "      <td>0.005338</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.004143</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.004668</td>\n",
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       "      <td>0.004729</td>\n",
       "      <td>0.011143</td>\n",
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       "Region    AT        AU        BE   BG        BR        CA   CH        CN  \\\n",
       "Region                                                                     \n",
       "Europe   0.0  0.000000  0.006872  0.0  0.000000  0.013652  0.0  0.013147   \n",
       "Oceania  0.0  0.006377  0.006377  0.0  0.006377  0.006377  0.0  0.006377   \n",
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       "Africa   0.0  0.000000  0.000000  0.0  0.000000  0.000000  0.0  0.011062   \n",
       "\n",
       "Region         CY        CZ  ...       SK        TR   TW        US        WA  \\\n",
       "Region                       ...                                               \n",
       "Europe   0.013172  0.010972  ...  0.02102  0.013172  0.0  0.013260  0.010501   \n",
       "Oceania  0.000000  0.000000  ...  0.00000  0.000000  0.0  0.000000  0.006377   \n",
       "America  0.000000  0.000000  ...  0.00000  0.000000  0.0  0.004968  0.000000   \n",
       "Asia     0.000000  0.000000  ...  0.00000  0.014183  0.0  0.004668  0.004845   \n",
       "Africa   0.000000  0.000000  ...  0.00000  0.000000  0.0  0.000000  0.000000   \n",
       "\n",
       "Region         WE        WF        WL        WM        ZA  \n",
       "Region                                                     \n",
       "Europe   0.013172  0.013653  0.000000  0.000000  0.013653  \n",
       "Oceania  0.000000  0.000000  0.000000  0.006377  0.000000  \n",
       "America  0.004968  0.000000  0.004968  0.005338  0.000000  \n",
       "Asia     0.008383  0.004668  0.004729  0.011143  0.000000  \n",
       "Africa   0.000000  0.010961  0.000000  0.000000  0.005592  \n",
       "\n",
       "[5 rows x 49 columns]"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "value_added_exposure = db.calc_trades_exposure(\n",
    "    indicator=\"total value added\",\n",
    "    exposed_to=focus_regions,\n",
    "    item=SECTOR,\n",
    "    scenario=base_scenario,\n",
    "    method=\"upstream\",\n",
    "    clusters=\"continent\",\n",
    "    clusters_direction=\"origin\",\n",
    ")\n",
    "\n",
    "value_added_exposure"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e1cd0bc6",
   "metadata": {},
   "source": [
    "Read the last two outputs together, not in isolation:\n",
    "\n",
    "- high concentration and high exposure: the embodied chain is dominated by a narrow set of contributors, and the selected Regions are a large part of that bottleneck\n",
    "- high concentration and low exposure: the chain is still concentrated, but the dominant contributors are mostly outside the Regions selected in `exposed_to`\n",
    "- low concentration and high exposure: the selected Regions matter a lot, but dependence is spread across several contributors rather than one single bottleneck\n",
    "- low concentration and low exposure: the chain is relatively diversified and not strongly tied to the selected Regions\n",
    "\n",
    "So concentration is a question about the structure of the whole contributor base, while exposure is a question about dependence on a specific target."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b570f449",
   "metadata": {},
   "source": [
    "## 7. Repeat the same logic for satellite accounts\n",
    "\n",
    "The same workflow can be reused for environmental extensions. First inspect the available labels, then choose the indicator that matches the footprint you want to track."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "8479ae7d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'Satellite account': ['CO2 - combustion - air',\n",
       "  'CO2_bio - combustion - air',\n",
       "  'CO2 - non combustion - Cement production - air',\n",
       "  'CO2 - non combustion - Lime production - air',\n",
       "  'CO2 - agriculture - peat decay - air',\n",
       "  'CO2 - waste - biogenic - air',\n",
       "  'CO2 - waste - fossil - air']}"
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "db.search(\"CO2\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "f0f84519",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "INFO Resolver: resolving e for 2013.\n",
      "INFO Resolver: trying e via formula build_iot_e_from_E_X.\n",
      "INFO Resolver: resolved e via formula build_iot_e_from_E_X.\n",
      "INFO Resolver: resolving f for 2013.\n",
      "INFO Resolver: trying f via formula build_iot_f_from_e_w (compute_method=auto, runtime=inverse).\n",
      "INFO Resolver: resolved f via formula build_iot_f_from_e_w (compute_method=auto, runtime=inverse).\n"
     ]
    },
    {
     "data": {
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       "data": [
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       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>7005.962304</td>\n",
       "      <td>436075.119212</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>7.730950e+06</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>CY</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>CZ</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>160947.623415</td>\n",
       "      <td>...</td>\n",
       "      <td>12999.551648</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>10 rows × 49 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "Region   AT            AU            BE   BG            BR            CA   CH  \\\n",
       "Region                                                                          \n",
       "AT      0.0  0.000000e+00      0.000000  0.0  0.000000e+00  0.000000e+00  0.0   \n",
       "AU      0.0  1.215395e+09   4874.435708  0.0  3.235317e+07  4.166857e+07  0.0   \n",
       "BE      0.0  0.000000e+00      0.000000  0.0  0.000000e+00  0.000000e+00  0.0   \n",
       "BG      0.0  0.000000e+00      0.000000  0.0  0.000000e+00  0.000000e+00  0.0   \n",
       "BR      0.0  0.000000e+00  18845.824215  0.0  1.272085e+08  2.547471e+04  0.0   \n",
       "CA      0.0  0.000000e+00      0.000000  0.0  0.000000e+00  4.993165e+08  0.0   \n",
       "CH      0.0  0.000000e+00      0.000000  0.0  0.000000e+00  0.000000e+00  0.0   \n",
       "CN      0.0  0.000000e+00      0.000000  0.0  0.000000e+00  0.000000e+00  0.0   \n",
       "CY      0.0  0.000000e+00      0.000000  0.0  0.000000e+00  0.000000e+00  0.0   \n",
       "CZ      0.0  0.000000e+00      0.000000  0.0  0.000000e+00  0.000000e+00  0.0   \n",
       "\n",
       "Region            CN   CY             CZ  ...            SK   TR   TW  \\\n",
       "Region                                    ...                           \n",
       "AT      0.000000e+00  0.0       0.000000  ...      0.000000  0.0  0.0   \n",
       "AU      7.989606e+08  0.0       0.000000  ...      0.000000  0.0  0.0   \n",
       "BE      0.000000e+00  0.0       0.000000  ...      0.000000  0.0  0.0   \n",
       "BG      0.000000e+00  0.0       0.000000  ...      0.000000  0.0  0.0   \n",
       "BR      1.011856e+06  0.0       0.000000  ...      0.000000  0.0  0.0   \n",
       "CA      5.261423e+05  0.0       0.000000  ...      0.000000  0.0  0.0   \n",
       "CH      0.000000e+00  0.0       0.000000  ...      0.000000  0.0  0.0   \n",
       "CN      7.642919e+09  0.0       0.000000  ...      0.000000  0.0  0.0   \n",
       "CY      0.000000e+00  0.0       0.000000  ...      0.000000  0.0  0.0   \n",
       "CZ      0.000000e+00  0.0  160947.623415  ...  12999.551648  0.0  0.0   \n",
       "\n",
       "Region           US             WA   WE   WF            WL            WM   ZA  \n",
       "Region                                                                         \n",
       "AT         0.000000       0.000000  0.0  0.0  0.000000e+00  0.000000e+00  0.0  \n",
       "AU         0.000000    9046.622707  0.0  0.0  0.000000e+00  5.495651e+05  0.0  \n",
       "BE         0.000000       0.000000  0.0  0.0  0.000000e+00  0.000000e+00  0.0  \n",
       "BG         0.000000       0.000000  0.0  0.0  0.000000e+00  0.000000e+00  0.0  \n",
       "BR         0.000000       0.000000  0.0  0.0  1.198624e+03  0.000000e+00  0.0  \n",
       "CA         0.000000       0.000000  0.0  0.0  2.202058e+03  1.070593e+06  0.0  \n",
       "CH         0.000000       0.000000  0.0  0.0  0.000000e+00  0.000000e+00  0.0  \n",
       "CN      7005.962304  436075.119212  0.0  0.0  7.730950e+06  0.000000e+00  0.0  \n",
       "CY         0.000000       0.000000  0.0  0.0  0.000000e+00  0.000000e+00  0.0  \n",
       "CZ         0.000000       0.000000  0.0  0.0  0.000000e+00  0.000000e+00  0.0  \n",
       "\n",
       "[10 rows x 49 columns]"
      ]
     },
     "execution_count": 39,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "CO2_INDICATOR = \"CO2 - combustion - air\" # select one result of the search above\n",
    "\n",
    "co2_upstream_content = db.calc_trades_content(\n",
    "    indicator=CO2_INDICATOR,\n",
    "    item=SECTOR,\n",
    "    scenario=base_scenario,\n",
    "    method=\"upstream\",\n",
    "    show_plot=True,\n",
    "    auto_open=False,\n",
    "    path=False,\n",
    "    title=f\"{CO2_INDICATOR} embodied in {SECTOR} trade\",\n",
    ")\n",
    "co2_upstream_content.head(10)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3cd397ff",
   "metadata": {},
   "source": [
    "## 8. Read the workflow as one complete supply-chain analysis\n",
    "\n",
    "A practical full-chain reading usually combines the methods above in this order:\n",
    "\n",
    "1. `calc_linkages(...)`: is the focal sector structurally important upstream, downstream, or both?\n",
    "2. `calc_trades(...)`: where are the relevant bilateral trade flows located?\n",
    "3. `calc_trades_content(...)`: how much value added or environmental pressure is embodied in those flows, and how much comes from direct production versus the wider supplier chain?\n",
    "4. `breakdown=True`: which contributors actually generate that embodied content behind each trade pair?\n",
    "5. `calc_trades_concentration(...)`: is that embodied content diversified across many contributor Regions or dominated by a few bottlenecks?\n",
    "6. `calc_trades_exposure(...)`: what share of that embodied content depends on a specific Region or group of Regions?\n",
    "\n",
    "That sequence turns MARIO from a parser into a full supply-chain analysis workflow: structure, geography, embodied indicators, hidden contributors, concentration, and dependence inside one EXIOBASE-backed database."
   ]
  }
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