doc/demo.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This module shows how to generate Environmentally Extended Input-Output (EEIO) symmetric tables for Canada using Statistiques Canada economic data and various physical flows accounts as well as data from the NPRI."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import sys\n",
    "sys.path.append('C://Users/11max/PycharmProjects/OpenIOCanada/')\n",
    "import openIO\n",
    "import pandas as pd\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "To create an object, you simply need to enter 3 arguments:\n",
    "- the path to the STATCAN economic data for the year and classification level you chose (available here: https://www150.statcan.gc.ca/n1/en/catalogue/15-602-X). **Make sure to download the Excel versions for the code to work properly.**\n",
    "- the path to an IOT pxp folder of Exiobase. Exiobase data can be found here: https://doi.org/10.5281/zenodo.5589597\n",
    "- a boolean whether you wish to endogenize capitals or not. The default option is that they are not endogenize. For more information on endogenization of capitals, read these articles: (https://doi.org/10.1021/acs.est.8b02791)\n",
    "(https://doi.org/10.1111/jiec.12931)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2023-07-19 13:39:08,167 - openIO-Canada - INFO - Reading all the Excel files...\n",
      "2023-07-19 13:39:37,247 - openIO-Canada - INFO - Formatting the Supply and Use tables...\n",
      "2023-07-19 13:41:16,549 - openIO-Canada - INFO - Modifying names of duplicated sectors...\n",
      "2023-07-19 13:41:16,721 - openIO-Canada - INFO - Organizing final demand sectors...\n",
      "2023-07-19 13:41:17,727 - openIO-Canada - INFO - Removing IOIC codes from index...\n",
      "2023-07-19 13:41:18,179 - openIO-Canada - INFO - Endogenizing capitals of OpenIO-Canada...\n",
      "2023-07-19 13:44:04,412 - openIO-Canada - INFO - Balancing inter-provincial trade...\n",
      "2023-07-19 13:46:34,265 - openIO-Canada - INFO - Pre-treatment of international trade data...\n",
      "2023-07-19 13:47:13,312 - openIO-Canada - INFO - Linking international trade data to openIO-Canada...\n",
      "2023-07-19 13:49:37,037 - openIO-Canada - INFO - Building the symmetric tables...\n",
      "2023-07-19 13:50:46,421 - openIO-Canada - INFO - Linking openIO-Canada to Exiobase...\n",
      "2023-07-19 14:03:08,671 - openIO-Canada - INFO - Extracting and formatting environmental data from the NPRI file...\n",
      "2023-07-19 14:03:12,151 - openIO-Canada - INFO - Matching emission data from NPRI to IOT sectors...\n",
      "2023-07-19 14:03:14,641 - openIO-Canada - INFO - Matching GHG accounts to IOT sectors...\n",
      "2023-07-19 14:03:24,472 - openIO-Canada - INFO - Matching water accounts to IOT sectors...\n",
      "2023-07-19 14:03:33,921 - openIO-Canada - INFO - Matching energy accounts to IOT sectors...\n",
      "2023-07-19 14:03:38,984 - openIO-Canada - INFO - Matching mineral extraction data to IOT sectors...\n",
      "2023-07-19 14:03:41,002 - openIO-Canada - INFO - Creating the characterization matrix...\n",
      "2023-07-19 14:07:50,914 - openIO-Canada - INFO - Refining the GHG emissions for the agriculture sector...\n",
      "2023-07-19 14:07:52,295 - openIO-Canada - INFO - Cleaning province and country names...\n",
      "2023-07-19 14:07:52,370 - openIO-Canada - INFO - Refining the GHG emissions for the meat sector...\n",
      "2023-07-19 14:08:00,002 - openIO-Canada - INFO - Normalizing emissions...\n",
      "2023-07-19 14:09:24,805 - openIO-Canada - INFO - Differentiating biogenic from fossil CO2 emissions...\n",
      "2023-07-19 14:09:31,230 - openIO-Canada - INFO - Done extracting openIO-Canada!\n"
     ]
    }
   ],
   "source": [
    "tables = openIO.IOTables(folder_path='C://Users/11max/Desktop/Work/Databases/IO_Canada/2019/Detail level/',\n",
    "                         exiobase_folder='C://Users/11max/Desktop/Work/Databases/EXIOBASE/monetary/exiobase3.8.2/IOT_2019_pxp/',\n",
    "                         endogenizing_capitals=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### The matrices"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
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       "    <tr>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th colspan=\"10\" halign=\"left\">CA-AB</th>\n",
       "      <th>...</th>\n",
       "      <th colspan=\"10\" halign=\"left\">WM</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th>Canola (including rapeseed)</th>\n",
       "      <th>Oilseeds (except canola)</th>\n",
       "      <th>Wheat</th>\n",
       "      <th>Grains (except wheat)</th>\n",
       "      <th>Fresh potatoes</th>\n",
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       "      <th>Floriculture and nursery products (except cannabis), and sod</th>\n",
       "      <th>...</th>\n",
       "      <th>Paper for treatment: landfill</th>\n",
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       "      <th rowspan=\"5\" valign=\"top\">CA-AB</th>\n",
       "      <th>Canola (including rapeseed)</th>\n",
       "      <td>8.842315e-03</td>\n",
       "      <td>2.226300e-02</td>\n",
       "      <td>8.842315e-03</td>\n",
       "      <td>8.842315e-03</td>\n",
       "      <td>8.842315e-03</td>\n",
       "      <td>8.842315e-03</td>\n",
       "      <td>8.842315e-03</td>\n",
       "      <td>7.407060e-03</td>\n",
       "      <td>8.842315e-03</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>...</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>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0</td>\n",
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       "    <tr>\n",
       "      <th>Oilseeds (except canola)</th>\n",
       "      <td>1.175253e-04</td>\n",
       "      <td>2.075066e-04</td>\n",
       "      <td>1.175253e-04</td>\n",
       "      <td>1.175253e-04</td>\n",
       "      <td>1.175253e-04</td>\n",
       "      <td>1.175253e-04</td>\n",
       "      <td>1.175253e-04</td>\n",
       "      <td>9.844902e-05</td>\n",
       "      <td>1.175253e-04</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>...</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>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Wheat</th>\n",
       "      <td>6.150062e-03</td>\n",
       "      <td>6.663810e-03</td>\n",
       "      <td>6.150062e-03</td>\n",
       "      <td>6.150062e-03</td>\n",
       "      <td>6.150062e-03</td>\n",
       "      <td>6.150062e-03</td>\n",
       "      <td>6.150062e-03</td>\n",
       "      <td>5.151805e-03</td>\n",
       "      <td>6.150062e-03</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>...</td>\n",
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       "      <td>0.000000e+00</td>\n",
       "      <td>0</td>\n",
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       "      <th>Grains (except wheat)</th>\n",
       "      <td>2.434240e-03</td>\n",
       "      <td>3.581251e-03</td>\n",
       "      <td>2.434240e-03</td>\n",
       "      <td>2.434240e-03</td>\n",
       "      <td>2.434240e-03</td>\n",
       "      <td>2.434240e-03</td>\n",
       "      <td>2.434240e-03</td>\n",
       "      <td>2.039122e-03</td>\n",
       "      <td>2.434240e-03</td>\n",
       "      <td>0.000000e+00</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.000000e+00</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Fresh potatoes</th>\n",
       "      <td>1.259708e-04</td>\n",
       "      <td>1.219673e-04</td>\n",
       "      <td>1.259708e-04</td>\n",
       "      <td>1.259708e-04</td>\n",
       "      <td>1.259708e-04</td>\n",
       "      <td>1.259708e-04</td>\n",
       "      <td>1.259708e-04</td>\n",
       "      <td>1.055236e-04</td>\n",
       "      <td>1.259708e-04</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>...</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>...</td>\n",
       "      <td>...</td>\n",
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       "      <td>...</td>\n",
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       "    <tr>\n",
       "      <th rowspan=\"5\" valign=\"top\">WM</th>\n",
       "      <th>Membership organisation services n.e.c. (91)</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>2.021128e-11</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>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>1.224211e-09</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000075</td>\n",
       "      <td>0.000089</td>\n",
       "      <td>0.000074</td>\n",
       "      <td>0.000116</td>\n",
       "      <td>0.000100</td>\n",
       "      <td>0.004621</td>\n",
       "      <td>0.001800</td>\n",
       "      <td>0.000775</td>\n",
       "      <td>5.336636e-04</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Recreational, cultural and sporting services (92)</th>\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>0.000000e+00</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>0.000000e+00</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000223</td>\n",
       "      <td>0.000282</td>\n",
       "      <td>0.000276</td>\n",
       "      <td>0.000286</td>\n",
       "      <td>0.000274</td>\n",
       "      <td>0.007220</td>\n",
       "      <td>0.063761</td>\n",
       "      <td>0.005725</td>\n",
       "      <td>4.670107e-07</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Other services (93)</th>\n",
       "      <td>1.743614e-09</td>\n",
       "      <td>1.727828e-09</td>\n",
       "      <td>1.743614e-09</td>\n",
       "      <td>1.743614e-09</td>\n",
       "      <td>1.743614e-09</td>\n",
       "      <td>1.743614e-09</td>\n",
       "      <td>1.743614e-09</td>\n",
       "      <td>1.460596e-09</td>\n",
       "      <td>1.743614e-09</td>\n",
       "      <td>2.371717e-11</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000182</td>\n",
       "      <td>0.000207</td>\n",
       "      <td>0.000211</td>\n",
       "      <td>0.000273</td>\n",
       "      <td>0.000245</td>\n",
       "      <td>0.004238</td>\n",
       "      <td>0.003394</td>\n",
       "      <td>0.012975</td>\n",
       "      <td>6.460397e-07</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Private households with employed persons (95)</th>\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>0.000000e+00</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>0.000000e+00</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000046</td>\n",
       "      <td>0.000041</td>\n",
       "      <td>0.000038</td>\n",
       "      <td>0.000047</td>\n",
       "      <td>0.000039</td>\n",
       "      <td>0.000194</td>\n",
       "      <td>0.000162</td>\n",
       "      <td>0.000310</td>\n",
       "      <td>4.123923e-03</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Extra-territorial organizations and bodies</th>\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>0.000000e+00</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>0.000000e+00</td>\n",
       "      <td>...</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>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>16196 rows × 16196 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                                              CA-AB  \\\n",
       "                                                        Canola (including rapeseed)   \n",
       "CA-AB Canola (including rapeseed)                                      8.842315e-03   \n",
       "      Oilseeds (except canola)                                         1.175253e-04   \n",
       "      Wheat                                                            6.150062e-03   \n",
       "      Grains (except wheat)                                            2.434240e-03   \n",
       "      Fresh potatoes                                                   1.259708e-04   \n",
       "...                                                                             ...   \n",
       "WM    Membership organisation services n.e.c. (91)                     0.000000e+00   \n",
       "      Recreational, cultural and sporting services (92)                0.000000e+00   \n",
       "      Other services (93)                                              1.743614e-09   \n",
       "      Private households with employed persons (95)                    0.000000e+00   \n",
       "      Extra-territorial organizations and bodies                       0.000000e+00   \n",
       "\n",
       "                                                                                  \\\n",
       "                                                        Oilseeds (except canola)   \n",
       "CA-AB Canola (including rapeseed)                                   2.226300e-02   \n",
       "      Oilseeds (except canola)                                      2.075066e-04   \n",
       "      Wheat                                                         6.663810e-03   \n",
       "      Grains (except wheat)                                         3.581251e-03   \n",
       "      Fresh potatoes                                                1.219673e-04   \n",
       "...                                                                          ...   \n",
       "WM    Membership organisation services n.e.c. (91)                  2.021128e-11   \n",
       "      Recreational, cultural and sporting services (92)             0.000000e+00   \n",
       "      Other services (93)                                           1.727828e-09   \n",
       "      Private households with employed persons (95)                 0.000000e+00   \n",
       "      Extra-territorial organizations and bodies                    0.000000e+00   \n",
       "\n",
       "                                                                       \\\n",
       "                                                                Wheat   \n",
       "CA-AB Canola (including rapeseed)                        8.842315e-03   \n",
       "      Oilseeds (except canola)                           1.175253e-04   \n",
       "      Wheat                                              6.150062e-03   \n",
       "      Grains (except wheat)                              2.434240e-03   \n",
       "      Fresh potatoes                                     1.259708e-04   \n",
       "...                                                               ...   \n",
       "WM    Membership organisation services n.e.c. (91)       0.000000e+00   \n",
       "      Recreational, cultural and sporting services (92)  0.000000e+00   \n",
       "      Other services (93)                                1.743614e-09   \n",
       "      Private households with employed persons (95)      0.000000e+00   \n",
       "      Extra-territorial organizations and bodies         0.000000e+00   \n",
       "\n",
       "                                                                               \\\n",
       "                                                        Grains (except wheat)   \n",
       "CA-AB Canola (including rapeseed)                                8.842315e-03   \n",
       "      Oilseeds (except canola)                                   1.175253e-04   \n",
       "      Wheat                                                      6.150062e-03   \n",
       "      Grains (except wheat)                                      2.434240e-03   \n",
       "      Fresh potatoes                                             1.259708e-04   \n",
       "...                                                                       ...   \n",
       "WM    Membership organisation services n.e.c. (91)               0.000000e+00   \n",
       "      Recreational, cultural and sporting services (92)          0.000000e+00   \n",
       "      Other services (93)                                        1.743614e-09   \n",
       "      Private households with employed persons (95)              0.000000e+00   \n",
       "      Extra-territorial organizations and bodies                 0.000000e+00   \n",
       "\n",
       "                                                                        \\\n",
       "                                                        Fresh potatoes   \n",
       "CA-AB Canola (including rapeseed)                         8.842315e-03   \n",
       "      Oilseeds (except canola)                            1.175253e-04   \n",
       "      Wheat                                               6.150062e-03   \n",
       "      Grains (except wheat)                               2.434240e-03   \n",
       "      Fresh potatoes                                      1.259708e-04   \n",
       "...                                                                ...   \n",
       "WM    Membership organisation services n.e.c. (91)        0.000000e+00   \n",
       "      Recreational, cultural and sporting services (92)   0.000000e+00   \n",
       "      Other services (93)                                 1.743614e-09   \n",
       "      Private households with employed persons (95)       0.000000e+00   \n",
       "      Extra-territorial organizations and bodies          0.000000e+00   \n",
       "\n",
       "                                                                              \\\n",
       "                                                        Fresh fruit and nuts   \n",
       "CA-AB Canola (including rapeseed)                               8.842315e-03   \n",
       "      Oilseeds (except canola)                                  1.175253e-04   \n",
       "      Wheat                                                     6.150062e-03   \n",
       "      Grains (except wheat)                                     2.434240e-03   \n",
       "      Fresh potatoes                                            1.259708e-04   \n",
       "...                                                                      ...   \n",
       "WM    Membership organisation services n.e.c. (91)              0.000000e+00   \n",
       "      Recreational, cultural and sporting services (92)         0.000000e+00   \n",
       "      Other services (93)                                       1.743614e-09   \n",
       "      Private households with employed persons (95)             0.000000e+00   \n",
       "      Extra-territorial organizations and bodies                0.000000e+00   \n",
       "\n",
       "                                                                                           \\\n",
       "                                                        Other miscellaneous crop products   \n",
       "CA-AB Canola (including rapeseed)                                            8.842315e-03   \n",
       "      Oilseeds (except canola)                                               1.175253e-04   \n",
       "      Wheat                                                                  6.150062e-03   \n",
       "      Grains (except wheat)                                                  2.434240e-03   \n",
       "      Fresh potatoes                                                         1.259708e-04   \n",
       "...                                                                                   ...   \n",
       "WM    Membership organisation services n.e.c. (91)                           0.000000e+00   \n",
       "      Recreational, cultural and sporting services (92)                      0.000000e+00   \n",
       "      Other services (93)                                                    1.743614e-09   \n",
       "      Private households with employed persons (95)                          0.000000e+00   \n",
       "      Extra-territorial organizations and bodies                             0.000000e+00   \n",
       "\n",
       "                                                                                            \\\n",
       "                                                        Fresh vegetables (except potatoes)   \n",
       "CA-AB Canola (including rapeseed)                                             7.407060e-03   \n",
       "      Oilseeds (except canola)                                                9.844902e-05   \n",
       "      Wheat                                                                   5.151805e-03   \n",
       "      Grains (except wheat)                                                   2.039122e-03   \n",
       "      Fresh potatoes                                                          1.055236e-04   \n",
       "...                                                                                    ...   \n",
       "WM    Membership organisation services n.e.c. (91)                            0.000000e+00   \n",
       "      Recreational, cultural and sporting services (92)                       0.000000e+00   \n",
       "      Other services (93)                                                     1.460596e-09   \n",
       "      Private households with employed persons (95)                           0.000000e+00   \n",
       "      Extra-territorial organizations and bodies                              0.000000e+00   \n",
       "\n",
       "                                                                                                                 \\\n",
       "                                                        Imputed feed (animal feed produced for own consumption)   \n",
       "CA-AB Canola (including rapeseed)                                                             8.842315e-03        \n",
       "      Oilseeds (except canola)                                                                1.175253e-04        \n",
       "      Wheat                                                                                   6.150062e-03        \n",
       "      Grains (except wheat)                                                                   2.434240e-03        \n",
       "      Fresh potatoes                                                                          1.259708e-04        \n",
       "...                                                                                                    ...        \n",
       "WM    Membership organisation services n.e.c. (91)                                            0.000000e+00        \n",
       "      Recreational, cultural and sporting services (92)                                       0.000000e+00        \n",
       "      Other services (93)                                                                     1.743614e-09        \n",
       "      Private households with employed persons (95)                                           0.000000e+00        \n",
       "      Extra-territorial organizations and bodies                                              0.000000e+00        \n",
       "\n",
       "                                                                                                                      \\\n",
       "                                                        Floriculture and nursery products (except cannabis), and sod   \n",
       "CA-AB Canola (including rapeseed)                                                             0.000000e+00             \n",
       "      Oilseeds (except canola)                                                                0.000000e+00             \n",
       "      Wheat                                                                                   0.000000e+00             \n",
       "      Grains (except wheat)                                                                   0.000000e+00             \n",
       "      Fresh potatoes                                                                          0.000000e+00             \n",
       "...                                                                                                    ...             \n",
       "WM    Membership organisation services n.e.c. (91)                                            1.224211e-09             \n",
       "      Recreational, cultural and sporting services (92)                                       0.000000e+00             \n",
       "      Other services (93)                                                                     2.371717e-11             \n",
       "      Private households with employed persons (95)                                           0.000000e+00             \n",
       "      Extra-territorial organizations and bodies                                              0.000000e+00             \n",
       "\n",
       "                                                         ...  \\\n",
       "                                                         ...   \n",
       "CA-AB Canola (including rapeseed)                        ...   \n",
       "      Oilseeds (except canola)                           ...   \n",
       "      Wheat                                              ...   \n",
       "      Grains (except wheat)                              ...   \n",
       "      Fresh potatoes                                     ...   \n",
       "...                                                      ...   \n",
       "WM    Membership organisation services n.e.c. (91)       ...   \n",
       "      Recreational, cultural and sporting services (92)  ...   \n",
       "      Other services (93)                                ...   \n",
       "      Private households with employed persons (95)      ...   \n",
       "      Extra-territorial organizations and bodies         ...   \n",
       "\n",
       "                                                                                   WM  \\\n",
       "                                                        Paper for treatment: landfill   \n",
       "CA-AB Canola (including rapeseed)                                            0.000000   \n",
       "      Oilseeds (except canola)                                               0.000000   \n",
       "      Wheat                                                                  0.000000   \n",
       "      Grains (except wheat)                                                  0.000000   \n",
       "      Fresh potatoes                                                         0.000000   \n",
       "...                                                                               ...   \n",
       "WM    Membership organisation services n.e.c. (91)                           0.000075   \n",
       "      Recreational, cultural and sporting services (92)                      0.000223   \n",
       "      Other services (93)                                                    0.000182   \n",
       "      Private households with employed persons (95)                          0.000046   \n",
       "      Extra-territorial organizations and bodies                             0.000000   \n",
       "\n",
       "                                                                                               \\\n",
       "                                                        Plastic waste for treatment: landfill   \n",
       "CA-AB Canola (including rapeseed)                                                    0.000000   \n",
       "      Oilseeds (except canola)                                                       0.000000   \n",
       "      Wheat                                                                          0.000000   \n",
       "      Grains (except wheat)                                                          0.000000   \n",
       "      Fresh potatoes                                                                 0.000000   \n",
       "...                                                                                       ...   \n",
       "WM    Membership organisation services n.e.c. (91)                                   0.000089   \n",
       "      Recreational, cultural and sporting services (92)                              0.000282   \n",
       "      Other services (93)                                                            0.000207   \n",
       "      Private households with employed persons (95)                                  0.000041   \n",
       "      Extra-territorial organizations and bodies                                     0.000000   \n",
       "\n",
       "                                                                                                             \\\n",
       "                                                        Inert/metal/hazardous waste for treatment: landfill   \n",
       "CA-AB Canola (including rapeseed)                                                                 0.000000    \n",
       "      Oilseeds (except canola)                                                                    0.000000    \n",
       "      Wheat                                                                                       0.000000    \n",
       "      Grains (except wheat)                                                                       0.000000    \n",
       "      Fresh potatoes                                                                              0.000000    \n",
       "...                                                                                                    ...    \n",
       "WM    Membership organisation services n.e.c. (91)                                                0.000074    \n",
       "      Recreational, cultural and sporting services (92)                                           0.000276    \n",
       "      Other services (93)                                                                         0.000211    \n",
       "      Private households with employed persons (95)                                               0.000038    \n",
       "      Extra-territorial organizations and bodies                                                  0.000000    \n",
       "\n",
       "                                                                                                \\\n",
       "                                                        Textiles waste for treatment: landfill   \n",
       "CA-AB Canola (including rapeseed)                                                     0.000000   \n",
       "      Oilseeds (except canola)                                                        0.000000   \n",
       "      Wheat                                                                           0.000000   \n",
       "      Grains (except wheat)                                                           0.000000   \n",
       "      Fresh potatoes                                                                  0.000000   \n",
       "...                                                                                        ...   \n",
       "WM    Membership organisation services n.e.c. (91)                                    0.000116   \n",
       "      Recreational, cultural and sporting services (92)                               0.000286   \n",
       "      Other services (93)                                                             0.000273   \n",
       "      Private households with employed persons (95)                                   0.000047   \n",
       "      Extra-territorial organizations and bodies                                      0.000000   \n",
       "\n",
       "                                                                                            \\\n",
       "                                                        Wood waste for treatment: landfill   \n",
       "CA-AB Canola (including rapeseed)                                                 0.000000   \n",
       "      Oilseeds (except canola)                                                    0.000000   \n",
       "      Wheat                                                                       0.000000   \n",
       "      Grains (except wheat)                                                       0.000000   \n",
       "      Fresh potatoes                                                              0.000000   \n",
       "...                                                                                    ...   \n",
       "WM    Membership organisation services n.e.c. (91)                                0.000100   \n",
       "      Recreational, cultural and sporting services (92)                           0.000274   \n",
       "      Other services (93)                                                         0.000245   \n",
       "      Private households with employed persons (95)                               0.000039   \n",
       "      Extra-territorial organizations and bodies                                  0.000000   \n",
       "\n",
       "                                                                                                      \\\n",
       "                                                        Membership organisation services n.e.c. (91)   \n",
       "CA-AB Canola (including rapeseed)                                                           0.000000   \n",
       "      Oilseeds (except canola)                                                              0.000000   \n",
       "      Wheat                                                                                 0.000000   \n",
       "      Grains (except wheat)                                                                 0.000000   \n",
       "      Fresh potatoes                                                                        0.000000   \n",
       "...                                                                                              ...   \n",
       "WM    Membership organisation services n.e.c. (91)                                          0.004621   \n",
       "      Recreational, cultural and sporting services (92)                                     0.007220   \n",
       "      Other services (93)                                                                   0.004238   \n",
       "      Private households with employed persons (95)                                         0.000194   \n",
       "      Extra-territorial organizations and bodies                                            0.000000   \n",
       "\n",
       "                                                                                                           \\\n",
       "                                                        Recreational, cultural and sporting services (92)   \n",
       "CA-AB Canola (including rapeseed)                                                                0.000000   \n",
       "      Oilseeds (except canola)                                                                   0.000000   \n",
       "      Wheat                                                                                      0.000000   \n",
       "      Grains (except wheat)                                                                      0.000000   \n",
       "      Fresh potatoes                                                                             0.000000   \n",
       "...                                                                                                   ...   \n",
       "WM    Membership organisation services n.e.c. (91)                                               0.001800   \n",
       "      Recreational, cultural and sporting services (92)                                          0.063761   \n",
       "      Other services (93)                                                                        0.003394   \n",
       "      Private households with employed persons (95)                                              0.000162   \n",
       "      Extra-territorial organizations and bodies                                                 0.000000   \n",
       "\n",
       "                                                                             \\\n",
       "                                                        Other services (93)   \n",
       "CA-AB Canola (including rapeseed)                                  0.000000   \n",
       "      Oilseeds (except canola)                                     0.000000   \n",
       "      Wheat                                                        0.000000   \n",
       "      Grains (except wheat)                                        0.000000   \n",
       "      Fresh potatoes                                               0.000000   \n",
       "...                                                                     ...   \n",
       "WM    Membership organisation services n.e.c. (91)                 0.000775   \n",
       "      Recreational, cultural and sporting services (92)            0.005725   \n",
       "      Other services (93)                                          0.012975   \n",
       "      Private households with employed persons (95)                0.000310   \n",
       "      Extra-territorial organizations and bodies                   0.000000   \n",
       "\n",
       "                                                                                                       \\\n",
       "                                                        Private households with employed persons (95)   \n",
       "CA-AB Canola (including rapeseed)                                                        0.000000e+00   \n",
       "      Oilseeds (except canola)                                                           0.000000e+00   \n",
       "      Wheat                                                                              0.000000e+00   \n",
       "      Grains (except wheat)                                                              0.000000e+00   \n",
       "      Fresh potatoes                                                                     0.000000e+00   \n",
       "...                                                                                               ...   \n",
       "WM    Membership organisation services n.e.c. (91)                                       5.336636e-04   \n",
       "      Recreational, cultural and sporting services (92)                                  4.670107e-07   \n",
       "      Other services (93)                                                                6.460397e-07   \n",
       "      Private households with employed persons (95)                                      4.123923e-03   \n",
       "      Extra-territorial organizations and bodies                                         0.000000e+00   \n",
       "\n",
       "                                                                                                    \n",
       "                                                        Extra-territorial organizations and bodies  \n",
       "CA-AB Canola (including rapeseed)                                                                0  \n",
       "      Oilseeds (except canola)                                                                   0  \n",
       "      Wheat                                                                                      0  \n",
       "      Grains (except wheat)                                                                      0  \n",
       "      Fresh potatoes                                                                             0  \n",
       "...                                                                                            ...  \n",
       "WM    Membership organisation services n.e.c. (91)                                               0  \n",
       "      Recreational, cultural and sporting services (92)                                          0  \n",
       "      Other services (93)                                                                        0  \n",
       "      Private households with employed persons (95)                                              0  \n",
       "      Extra-territorial organizations and bodies                                                 0  \n",
       "\n",
       "[16196 rows x 16196 columns]"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# technology matrix, covering 13 Canadian provinces, 44 country and 5 Rest of the World region\n",
    "tables.A"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
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       "      <td>0.0</td>\n",
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       "    <tr>\n",
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       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
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       "    <tr>\n",
       "      <th rowspan=\"5\" valign=\"top\">WM</th>\n",
       "      <th>Membership organisation services n.e.c. (91)</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</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>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Recreational, cultural and sporting services (92)</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</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>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Other services (93)</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000004</td>\n",
       "      <td>0.000004</td>\n",
       "      <td>0.000005</td>\n",
       "      <td>0.000006</td>\n",
       "      <td>0.000005</td>\n",
       "      <td>4.370800e-07</td>\n",
       "      <td>0.000267</td>\n",
       "      <td>0.000001</td>\n",
       "      <td>0.00001</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Private households with employed persons (95)</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</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>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Extra-territorial organizations and bodies</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</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>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>16196 rows × 16196 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                                              CA-AB  \\\n",
       "                                                        Canola (including rapeseed)   \n",
       "CA-AB Canola (including rapeseed)                                               0.0   \n",
       "      Oilseeds (except canola)                                                  0.0   \n",
       "      Wheat                                                                     0.0   \n",
       "      Grains (except wheat)                                                     0.0   \n",
       "      Fresh potatoes                                                            0.0   \n",
       "...                                                                             ...   \n",
       "WM    Membership organisation services n.e.c. (91)                              0.0   \n",
       "      Recreational, cultural and sporting services (92)                         0.0   \n",
       "      Other services (93)                                                       0.0   \n",
       "      Private households with employed persons (95)                             0.0   \n",
       "      Extra-territorial organizations and bodies                                0.0   \n",
       "\n",
       "                                                                                  \\\n",
       "                                                        Oilseeds (except canola)   \n",
       "CA-AB Canola (including rapeseed)                                            0.0   \n",
       "      Oilseeds (except canola)                                               0.0   \n",
       "      Wheat                                                                  0.0   \n",
       "      Grains (except wheat)                                                  0.0   \n",
       "      Fresh potatoes                                                         0.0   \n",
       "...                                                                          ...   \n",
       "WM    Membership organisation services n.e.c. (91)                           0.0   \n",
       "      Recreational, cultural and sporting services (92)                      0.0   \n",
       "      Other services (93)                                                    0.0   \n",
       "      Private households with employed persons (95)                          0.0   \n",
       "      Extra-territorial organizations and bodies                             0.0   \n",
       "\n",
       "                                                               \\\n",
       "                                                        Wheat   \n",
       "CA-AB Canola (including rapeseed)                         0.0   \n",
       "      Oilseeds (except canola)                            0.0   \n",
       "      Wheat                                               0.0   \n",
       "      Grains (except wheat)                               0.0   \n",
       "      Fresh potatoes                                      0.0   \n",
       "...                                                       ...   \n",
       "WM    Membership organisation services n.e.c. (91)        0.0   \n",
       "      Recreational, cultural and sporting services (92)   0.0   \n",
       "      Other services (93)                                 0.0   \n",
       "      Private households with employed persons (95)       0.0   \n",
       "      Extra-territorial organizations and bodies          0.0   \n",
       "\n",
       "                                                                               \\\n",
       "                                                        Grains (except wheat)   \n",
       "CA-AB Canola (including rapeseed)                                         0.0   \n",
       "      Oilseeds (except canola)                                            0.0   \n",
       "      Wheat                                                               0.0   \n",
       "      Grains (except wheat)                                               0.0   \n",
       "      Fresh potatoes                                                      0.0   \n",
       "...                                                                       ...   \n",
       "WM    Membership organisation services n.e.c. (91)                        0.0   \n",
       "      Recreational, cultural and sporting services (92)                   0.0   \n",
       "      Other services (93)                                                 0.0   \n",
       "      Private households with employed persons (95)                       0.0   \n",
       "      Extra-territorial organizations and bodies                          0.0   \n",
       "\n",
       "                                                                        \\\n",
       "                                                        Fresh potatoes   \n",
       "CA-AB Canola (including rapeseed)                                  0.0   \n",
       "      Oilseeds (except canola)                                     0.0   \n",
       "      Wheat                                                        0.0   \n",
       "      Grains (except wheat)                                        0.0   \n",
       "      Fresh potatoes                                               0.0   \n",
       "...                                                                ...   \n",
       "WM    Membership organisation services n.e.c. (91)                 0.0   \n",
       "      Recreational, cultural and sporting services (92)            0.0   \n",
       "      Other services (93)                                          0.0   \n",
       "      Private households with employed persons (95)                0.0   \n",
       "      Extra-territorial organizations and bodies                   0.0   \n",
       "\n",
       "                                                                              \\\n",
       "                                                        Fresh fruit and nuts   \n",
       "CA-AB Canola (including rapeseed)                                        0.0   \n",
       "      Oilseeds (except canola)                                           0.0   \n",
       "      Wheat                                                              0.0   \n",
       "      Grains (except wheat)                                              0.0   \n",
       "      Fresh potatoes                                                     0.0   \n",
       "...                                                                      ...   \n",
       "WM    Membership organisation services n.e.c. (91)                       0.0   \n",
       "      Recreational, cultural and sporting services (92)                  0.0   \n",
       "      Other services (93)                                                0.0   \n",
       "      Private households with employed persons (95)                      0.0   \n",
       "      Extra-territorial organizations and bodies                         0.0   \n",
       "\n",
       "                                                                                           \\\n",
       "                                                        Other miscellaneous crop products   \n",
       "CA-AB Canola (including rapeseed)                                                     0.0   \n",
       "      Oilseeds (except canola)                                                        0.0   \n",
       "      Wheat                                                                           0.0   \n",
       "      Grains (except wheat)                                                           0.0   \n",
       "      Fresh potatoes                                                                  0.0   \n",
       "...                                                                                   ...   \n",
       "WM    Membership organisation services n.e.c. (91)                                    0.0   \n",
       "      Recreational, cultural and sporting services (92)                               0.0   \n",
       "      Other services (93)                                                             0.0   \n",
       "      Private households with employed persons (95)                                   0.0   \n",
       "      Extra-territorial organizations and bodies                                      0.0   \n",
       "\n",
       "                                                                                            \\\n",
       "                                                        Fresh vegetables (except potatoes)   \n",
       "CA-AB Canola (including rapeseed)                                                      0.0   \n",
       "      Oilseeds (except canola)                                                         0.0   \n",
       "      Wheat                                                                            0.0   \n",
       "      Grains (except wheat)                                                            0.0   \n",
       "      Fresh potatoes                                                                   0.0   \n",
       "...                                                                                    ...   \n",
       "WM    Membership organisation services n.e.c. (91)                                     0.0   \n",
       "      Recreational, cultural and sporting services (92)                                0.0   \n",
       "      Other services (93)                                                              0.0   \n",
       "      Private households with employed persons (95)                                    0.0   \n",
       "      Extra-territorial organizations and bodies                                       0.0   \n",
       "\n",
       "                                                                                                                 \\\n",
       "                                                        Imputed feed (animal feed produced for own consumption)   \n",
       "CA-AB Canola (including rapeseed)                                                                      0.0        \n",
       "      Oilseeds (except canola)                                                                         0.0        \n",
       "      Wheat                                                                                            0.0        \n",
       "      Grains (except wheat)                                                                            0.0        \n",
       "      Fresh potatoes                                                                                   0.0        \n",
       "...                                                                                                    ...        \n",
       "WM    Membership organisation services n.e.c. (91)                                                     0.0        \n",
       "      Recreational, cultural and sporting services (92)                                                0.0        \n",
       "      Other services (93)                                                                              0.0        \n",
       "      Private households with employed persons (95)                                                    0.0        \n",
       "      Extra-territorial organizations and bodies                                                       0.0        \n",
       "\n",
       "                                                                                                                      \\\n",
       "                                                        Floriculture and nursery products (except cannabis), and sod   \n",
       "CA-AB Canola (including rapeseed)                                                                      0.0             \n",
       "      Oilseeds (except canola)                                                                         0.0             \n",
       "      Wheat                                                                                            0.0             \n",
       "      Grains (except wheat)                                                                            0.0             \n",
       "      Fresh potatoes                                                                                   0.0             \n",
       "...                                                                                                    ...             \n",
       "WM    Membership organisation services n.e.c. (91)                                                     0.0             \n",
       "      Recreational, cultural and sporting services (92)                                                0.0             \n",
       "      Other services (93)                                                                              0.0             \n",
       "      Private households with employed persons (95)                                                    0.0             \n",
       "      Extra-territorial organizations and bodies                                                       0.0             \n",
       "\n",
       "                                                         ...  \\\n",
       "                                                         ...   \n",
       "CA-AB Canola (including rapeseed)                        ...   \n",
       "      Oilseeds (except canola)                           ...   \n",
       "      Wheat                                              ...   \n",
       "      Grains (except wheat)                              ...   \n",
       "      Fresh potatoes                                     ...   \n",
       "...                                                      ...   \n",
       "WM    Membership organisation services n.e.c. (91)       ...   \n",
       "      Recreational, cultural and sporting services (92)  ...   \n",
       "      Other services (93)                                ...   \n",
       "      Private households with employed persons (95)      ...   \n",
       "      Extra-territorial organizations and bodies         ...   \n",
       "\n",
       "                                                                                   WM  \\\n",
       "                                                        Paper for treatment: landfill   \n",
       "CA-AB Canola (including rapeseed)                                            0.000000   \n",
       "      Oilseeds (except canola)                                               0.000000   \n",
       "      Wheat                                                                  0.000000   \n",
       "      Grains (except wheat)                                                  0.000000   \n",
       "      Fresh potatoes                                                         0.000000   \n",
       "...                                                                               ...   \n",
       "WM    Membership organisation services n.e.c. (91)                           0.000000   \n",
       "      Recreational, cultural and sporting services (92)                      0.000000   \n",
       "      Other services (93)                                                    0.000004   \n",
       "      Private households with employed persons (95)                          0.000000   \n",
       "      Extra-territorial organizations and bodies                             0.000000   \n",
       "\n",
       "                                                                                               \\\n",
       "                                                        Plastic waste for treatment: landfill   \n",
       "CA-AB Canola (including rapeseed)                                                    0.000000   \n",
       "      Oilseeds (except canola)                                                       0.000000   \n",
       "      Wheat                                                                          0.000000   \n",
       "      Grains (except wheat)                                                          0.000000   \n",
       "      Fresh potatoes                                                                 0.000000   \n",
       "...                                                                                       ...   \n",
       "WM    Membership organisation services n.e.c. (91)                                   0.000000   \n",
       "      Recreational, cultural and sporting services (92)                              0.000000   \n",
       "      Other services (93)                                                            0.000004   \n",
       "      Private households with employed persons (95)                                  0.000000   \n",
       "      Extra-territorial organizations and bodies                                     0.000000   \n",
       "\n",
       "                                                                                                             \\\n",
       "                                                        Inert/metal/hazardous waste for treatment: landfill   \n",
       "CA-AB Canola (including rapeseed)                                                                 0.000000    \n",
       "      Oilseeds (except canola)                                                                    0.000000    \n",
       "      Wheat                                                                                       0.000000    \n",
       "      Grains (except wheat)                                                                       0.000000    \n",
       "      Fresh potatoes                                                                              0.000000    \n",
       "...                                                                                                    ...    \n",
       "WM    Membership organisation services n.e.c. (91)                                                0.000000    \n",
       "      Recreational, cultural and sporting services (92)                                           0.000000    \n",
       "      Other services (93)                                                                         0.000005    \n",
       "      Private households with employed persons (95)                                               0.000000    \n",
       "      Extra-territorial organizations and bodies                                                  0.000000    \n",
       "\n",
       "                                                                                                \\\n",
       "                                                        Textiles waste for treatment: landfill   \n",
       "CA-AB Canola (including rapeseed)                                                     0.000000   \n",
       "      Oilseeds (except canola)                                                        0.000000   \n",
       "      Wheat                                                                           0.000000   \n",
       "      Grains (except wheat)                                                           0.000000   \n",
       "      Fresh potatoes                                                                  0.000000   \n",
       "...                                                                                        ...   \n",
       "WM    Membership organisation services n.e.c. (91)                                    0.000000   \n",
       "      Recreational, cultural and sporting services (92)                               0.000000   \n",
       "      Other services (93)                                                             0.000006   \n",
       "      Private households with employed persons (95)                                   0.000000   \n",
       "      Extra-territorial organizations and bodies                                      0.000000   \n",
       "\n",
       "                                                                                            \\\n",
       "                                                        Wood waste for treatment: landfill   \n",
       "CA-AB Canola (including rapeseed)                                                 0.000000   \n",
       "      Oilseeds (except canola)                                                    0.000000   \n",
       "      Wheat                                                                       0.000000   \n",
       "      Grains (except wheat)                                                       0.000000   \n",
       "      Fresh potatoes                                                              0.000000   \n",
       "...                                                                                    ...   \n",
       "WM    Membership organisation services n.e.c. (91)                                0.000000   \n",
       "      Recreational, cultural and sporting services (92)                           0.000000   \n",
       "      Other services (93)                                                         0.000005   \n",
       "      Private households with employed persons (95)                               0.000000   \n",
       "      Extra-territorial organizations and bodies                                  0.000000   \n",
       "\n",
       "                                                                                                      \\\n",
       "                                                        Membership organisation services n.e.c. (91)   \n",
       "CA-AB Canola (including rapeseed)                                                       0.000000e+00   \n",
       "      Oilseeds (except canola)                                                          0.000000e+00   \n",
       "      Wheat                                                                             0.000000e+00   \n",
       "      Grains (except wheat)                                                             0.000000e+00   \n",
       "      Fresh potatoes                                                                    0.000000e+00   \n",
       "...                                                                                              ...   \n",
       "WM    Membership organisation services n.e.c. (91)                                      0.000000e+00   \n",
       "      Recreational, cultural and sporting services (92)                                 0.000000e+00   \n",
       "      Other services (93)                                                               4.370800e-07   \n",
       "      Private households with employed persons (95)                                     0.000000e+00   \n",
       "      Extra-territorial organizations and bodies                                        0.000000e+00   \n",
       "\n",
       "                                                                                                           \\\n",
       "                                                        Recreational, cultural and sporting services (92)   \n",
       "CA-AB Canola (including rapeseed)                                                                0.000000   \n",
       "      Oilseeds (except canola)                                                                   0.000000   \n",
       "      Wheat                                                                                      0.000000   \n",
       "      Grains (except wheat)                                                                      0.000000   \n",
       "      Fresh potatoes                                                                             0.000000   \n",
       "...                                                                                                   ...   \n",
       "WM    Membership organisation services n.e.c. (91)                                               0.000000   \n",
       "      Recreational, cultural and sporting services (92)                                          0.000000   \n",
       "      Other services (93)                                                                        0.000267   \n",
       "      Private households with employed persons (95)                                              0.000000   \n",
       "      Extra-territorial organizations and bodies                                                 0.000000   \n",
       "\n",
       "                                                                             \\\n",
       "                                                        Other services (93)   \n",
       "CA-AB Canola (including rapeseed)                                  0.000000   \n",
       "      Oilseeds (except canola)                                     0.000000   \n",
       "      Wheat                                                        0.000000   \n",
       "      Grains (except wheat)                                        0.000000   \n",
       "      Fresh potatoes                                               0.000000   \n",
       "...                                                                     ...   \n",
       "WM    Membership organisation services n.e.c. (91)                 0.000000   \n",
       "      Recreational, cultural and sporting services (92)            0.000000   \n",
       "      Other services (93)                                          0.000001   \n",
       "      Private households with employed persons (95)                0.000000   \n",
       "      Extra-territorial organizations and bodies                   0.000000   \n",
       "\n",
       "                                                                                                       \\\n",
       "                                                        Private households with employed persons (95)   \n",
       "CA-AB Canola (including rapeseed)                                                             0.00000   \n",
       "      Oilseeds (except canola)                                                                0.00000   \n",
       "      Wheat                                                                                   0.00000   \n",
       "      Grains (except wheat)                                                                   0.00000   \n",
       "      Fresh potatoes                                                                          0.00000   \n",
       "...                                                                                               ...   \n",
       "WM    Membership organisation services n.e.c. (91)                                            0.00000   \n",
       "      Recreational, cultural and sporting services (92)                                       0.00000   \n",
       "      Other services (93)                                                                     0.00001   \n",
       "      Private households with employed persons (95)                                           0.00000   \n",
       "      Extra-territorial organizations and bodies                                              0.00000   \n",
       "\n",
       "                                                                                                    \n",
       "                                                        Extra-territorial organizations and bodies  \n",
       "CA-AB Canola (including rapeseed)                                                              0.0  \n",
       "      Oilseeds (except canola)                                                                 0.0  \n",
       "      Wheat                                                                                    0.0  \n",
       "      Grains (except wheat)                                                                    0.0  \n",
       "      Fresh potatoes                                                                           0.0  \n",
       "...                                                                                            ...  \n",
       "WM    Membership organisation services n.e.c. (91)                                             0.0  \n",
       "      Recreational, cultural and sporting services (92)                                        0.0  \n",
       "      Other services (93)                                                                      0.0  \n",
       "      Private households with employed persons (95)                                            0.0  \n",
       "      Extra-territorial organizations and bodies                                               0.0  \n",
       "\n",
       "[16196 rows x 16196 columns]"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# capital matrix (only available if you chose to endogenize capitals)\n",
    "tables.K"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
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       "  <thead>\n",
       "    <tr>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th colspan=\"10\" halign=\"left\">CA-AB</th>\n",
       "      <th>...</th>\n",
       "      <th colspan=\"10\" halign=\"left\">CA-YT</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th>Canola (including rapeseed)</th>\n",
       "      <th>Oilseeds (except canola)</th>\n",
       "      <th>Wheat</th>\n",
       "      <th>Grains (except wheat)</th>\n",
       "      <th>Fresh potatoes</th>\n",
       "      <th>Fresh fruit and nuts</th>\n",
       "      <th>Other miscellaneous crop products</th>\n",
       "      <th>Fresh vegetables (except potatoes)</th>\n",
       "      <th>Imputed feed (animal feed produced for own consumption)</th>\n",
       "      <th>Floriculture and nursery products (except cannabis), and sod</th>\n",
       "      <th>...</th>\n",
       "      <th>Community college and C.E.G.E.P services provided by governments</th>\n",
       "      <th>University services provided by governments</th>\n",
       "      <th>Other educational services provided by governments</th>\n",
       "      <th>Hospital services provided by governments</th>\n",
       "      <th>Residential care facility services provided by governments</th>\n",
       "      <th>Defence services</th>\n",
       "      <th>Other federal government services</th>\n",
       "      <th>Other provincial and territorial government services</th>\n",
       "      <th>Other municipal government services</th>\n",
       "      <th>Other aboriginal government services</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th rowspan=\"5\" valign=\"top\">CA-AB</th>\n",
       "      <th>Taxes on products</th>\n",
       "      <td>0.006343</td>\n",
       "      <td>0.006178</td>\n",
       "      <td>0.006343</td>\n",
       "      <td>0.006343</td>\n",
       "      <td>0.006343</td>\n",
       "      <td>0.006343</td>\n",
       "      <td>0.006343</td>\n",
       "      <td>0.006269</td>\n",
       "      <td>0.006343</td>\n",
       "      <td>0.006420</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>0.0</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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Subsidies on products</th>\n",
       "      <td>-0.004298</td>\n",
       "      <td>-0.004161</td>\n",
       "      <td>-0.004298</td>\n",
       "      <td>-0.004298</td>\n",
       "      <td>-0.004298</td>\n",
       "      <td>-0.004298</td>\n",
       "      <td>-0.004298</td>\n",
       "      <td>-0.003600</td>\n",
       "      <td>-0.004298</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>0.0</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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Subsidies on production</th>\n",
       "      <td>-0.059107</td>\n",
       "      <td>-0.057233</td>\n",
       "      <td>-0.059107</td>\n",
       "      <td>-0.059107</td>\n",
       "      <td>-0.059107</td>\n",
       "      <td>-0.059107</td>\n",
       "      <td>-0.059107</td>\n",
       "      <td>-0.049573</td>\n",
       "      <td>-0.059107</td>\n",
       "      <td>-0.000349</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>0.0</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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Taxes on production</th>\n",
       "      <td>0.055345</td>\n",
       "      <td>0.053627</td>\n",
       "      <td>0.055345</td>\n",
       "      <td>0.055345</td>\n",
       "      <td>0.055345</td>\n",
       "      <td>0.055345</td>\n",
       "      <td>0.055345</td>\n",
       "      <td>0.047393</td>\n",
       "      <td>0.055345</td>\n",
       "      <td>0.006026</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>0.0</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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Wages and salaries</th>\n",
       "      <td>0.042194</td>\n",
       "      <td>0.041746</td>\n",
       "      <td>0.042194</td>\n",
       "      <td>0.042194</td>\n",
       "      <td>0.042194</td>\n",
       "      <td>0.042194</td>\n",
       "      <td>0.042194</td>\n",
       "      <td>0.080894</td>\n",
       "      <td>0.042194</td>\n",
       "      <td>0.274642</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>0.0</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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"5\" valign=\"top\">CA-YT</th>\n",
       "      <th>Taxes on production</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>0.000000</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>0.0</td>\n",
       "      <td>0.020925</td>\n",
       "      <td>0.004607</td>\n",
       "      <td>0.006204</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Wages and salaries</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.537128</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.602551</td>\n",
       "      <td>0.402704</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.503671</td>\n",
       "      <td>0.406495</td>\n",
       "      <td>0.311762</td>\n",
       "      <td>0.235017</td>\n",
       "      <td>0.358657</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Employers' social contributions</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.105762</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.089168</td>\n",
       "      <td>0.102394</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.081131</td>\n",
       "      <td>0.096110</td>\n",
       "      <td>0.086420</td>\n",
       "      <td>0.019613</td>\n",
       "      <td>0.033188</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Gross mixed income</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>0.000000</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>0.0</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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Gross operating surplus</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.081144</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.102495</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.048825</td>\n",
       "      <td>0.055657</td>\n",
       "      <td>0.092311</td>\n",
       "      <td>0.194072</td>\n",
       "      <td>0.084244</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>104 rows × 6396 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                            CA-AB  \\\n",
       "                                      Canola (including rapeseed)   \n",
       "CA-AB Taxes on products                                  0.006343   \n",
       "      Subsidies on products                             -0.004298   \n",
       "      Subsidies on production                           -0.059107   \n",
       "      Taxes on production                                0.055345   \n",
       "      Wages and salaries                                 0.042194   \n",
       "...                                                           ...   \n",
       "CA-YT Taxes on production                                0.000000   \n",
       "      Wages and salaries                                 0.000000   \n",
       "      Employers' social contributions                    0.000000   \n",
       "      Gross mixed income                                 0.000000   \n",
       "      Gross operating surplus                            0.000000   \n",
       "\n",
       "                                                                          \\\n",
       "                                      Oilseeds (except canola)     Wheat   \n",
       "CA-AB Taxes on products                               0.006178  0.006343   \n",
       "      Subsidies on products                          -0.004161 -0.004298   \n",
       "      Subsidies on production                        -0.057233 -0.059107   \n",
       "      Taxes on production                             0.053627  0.055345   \n",
       "      Wages and salaries                              0.041746  0.042194   \n",
       "...                                                        ...       ...   \n",
       "CA-YT Taxes on production                             0.000000  0.000000   \n",
       "      Wages and salaries                              0.000000  0.000000   \n",
       "      Employers' social contributions                 0.000000  0.000000   \n",
       "      Gross mixed income                              0.000000  0.000000   \n",
       "      Gross operating surplus                         0.000000  0.000000   \n",
       "\n",
       "                                                                            \\\n",
       "                                      Grains (except wheat) Fresh potatoes   \n",
       "CA-AB Taxes on products                            0.006343       0.006343   \n",
       "      Subsidies on products                       -0.004298      -0.004298   \n",
       "      Subsidies on production                     -0.059107      -0.059107   \n",
       "      Taxes on production                          0.055345       0.055345   \n",
       "      Wages and salaries                           0.042194       0.042194   \n",
       "...                                                     ...            ...   \n",
       "CA-YT Taxes on production                          0.000000       0.000000   \n",
       "      Wages and salaries                           0.000000       0.000000   \n",
       "      Employers' social contributions              0.000000       0.000000   \n",
       "      Gross mixed income                           0.000000       0.000000   \n",
       "      Gross operating surplus                      0.000000       0.000000   \n",
       "\n",
       "                                                            \\\n",
       "                                      Fresh fruit and nuts   \n",
       "CA-AB Taxes on products                           0.006343   \n",
       "      Subsidies on products                      -0.004298   \n",
       "      Subsidies on production                    -0.059107   \n",
       "      Taxes on production                         0.055345   \n",
       "      Wages and salaries                          0.042194   \n",
       "...                                                    ...   \n",
       "CA-YT Taxes on production                         0.000000   \n",
       "      Wages and salaries                          0.000000   \n",
       "      Employers' social contributions             0.000000   \n",
       "      Gross mixed income                          0.000000   \n",
       "      Gross operating surplus                     0.000000   \n",
       "\n",
       "                                                                         \\\n",
       "                                      Other miscellaneous crop products   \n",
       "CA-AB Taxes on products                                        0.006343   \n",
       "      Subsidies on products                                   -0.004298   \n",
       "      Subsidies on production                                 -0.059107   \n",
       "      Taxes on production                                      0.055345   \n",
       "      Wages and salaries                                       0.042194   \n",
       "...                                                                 ...   \n",
       "CA-YT Taxes on production                                      0.000000   \n",
       "      Wages and salaries                                       0.000000   \n",
       "      Employers' social contributions                          0.000000   \n",
       "      Gross mixed income                                       0.000000   \n",
       "      Gross operating surplus                                  0.000000   \n",
       "\n",
       "                                                                          \\\n",
       "                                      Fresh vegetables (except potatoes)   \n",
       "CA-AB Taxes on products                                         0.006269   \n",
       "      Subsidies on products                                    -0.003600   \n",
       "      Subsidies on production                                  -0.049573   \n",
       "      Taxes on production                                       0.047393   \n",
       "      Wages and salaries                                        0.080894   \n",
       "...                                                                  ...   \n",
       "CA-YT Taxes on production                                       0.000000   \n",
       "      Wages and salaries                                        0.000000   \n",
       "      Employers' social contributions                           0.000000   \n",
       "      Gross mixed income                                        0.000000   \n",
       "      Gross operating surplus                                   0.000000   \n",
       "\n",
       "                                                                                               \\\n",
       "                                      Imputed feed (animal feed produced for own consumption)   \n",
       "CA-AB Taxes on products                                                         0.006343        \n",
       "      Subsidies on products                                                    -0.004298        \n",
       "      Subsidies on production                                                  -0.059107        \n",
       "      Taxes on production                                                       0.055345        \n",
       "      Wages and salaries                                                        0.042194        \n",
       "...                                                                                  ...        \n",
       "CA-YT Taxes on production                                                       0.000000        \n",
       "      Wages and salaries                                                        0.000000        \n",
       "      Employers' social contributions                                           0.000000        \n",
       "      Gross mixed income                                                        0.000000        \n",
       "      Gross operating surplus                                                   0.000000        \n",
       "\n",
       "                                                                                                    \\\n",
       "                                      Floriculture and nursery products (except cannabis), and sod   \n",
       "CA-AB Taxes on products                                                         0.006420             \n",
       "      Subsidies on products                                                     0.000000             \n",
       "      Subsidies on production                                                  -0.000349             \n",
       "      Taxes on production                                                       0.006026             \n",
       "      Wages and salaries                                                        0.274642             \n",
       "...                                                                                  ...             \n",
       "CA-YT Taxes on production                                                       0.000000             \n",
       "      Wages and salaries                                                        0.000000             \n",
       "      Employers' social contributions                                           0.000000             \n",
       "      Gross mixed income                                                        0.000000             \n",
       "      Gross operating surplus                                                   0.000000             \n",
       "\n",
       "                                       ...  \\\n",
       "                                       ...   \n",
       "CA-AB Taxes on products                ...   \n",
       "      Subsidies on products            ...   \n",
       "      Subsidies on production          ...   \n",
       "      Taxes on production              ...   \n",
       "      Wages and salaries               ...   \n",
       "...                                    ...   \n",
       "CA-YT Taxes on production              ...   \n",
       "      Wages and salaries               ...   \n",
       "      Employers' social contributions  ...   \n",
       "      Gross mixed income               ...   \n",
       "      Gross operating surplus          ...   \n",
       "\n",
       "                                                                                                 CA-YT  \\\n",
       "                                      Community college and C.E.G.E.P services provided by governments   \n",
       "CA-AB Taxes on products                                                         0.000000                 \n",
       "      Subsidies on products                                                     0.000000                 \n",
       "      Subsidies on production                                                   0.000000                 \n",
       "      Taxes on production                                                       0.000000                 \n",
       "      Wages and salaries                                                        0.000000                 \n",
       "...                                                                                  ...                 \n",
       "CA-YT Taxes on production                                                       0.000000                 \n",
       "      Wages and salaries                                                        0.537128                 \n",
       "      Employers' social contributions                                           0.105762                 \n",
       "      Gross mixed income                                                        0.000000                 \n",
       "      Gross operating surplus                                                   0.081144                 \n",
       "\n",
       "                                                                                   \\\n",
       "                                      University services provided by governments   \n",
       "CA-AB Taxes on products                                                       0.0   \n",
       "      Subsidies on products                                                   0.0   \n",
       "      Subsidies on production                                                 0.0   \n",
       "      Taxes on production                                                     0.0   \n",
       "      Wages and salaries                                                      0.0   \n",
       "...                                                                           ...   \n",
       "CA-YT Taxes on production                                                     0.0   \n",
       "      Wages and salaries                                                      0.0   \n",
       "      Employers' social contributions                                         0.0   \n",
       "      Gross mixed income                                                      0.0   \n",
       "      Gross operating surplus                                                 0.0   \n",
       "\n",
       "                                                                                          \\\n",
       "                                      Other educational services provided by governments   \n",
       "CA-AB Taxes on products                                                         0.000000   \n",
       "      Subsidies on products                                                     0.000000   \n",
       "      Subsidies on production                                                   0.000000   \n",
       "      Taxes on production                                                       0.000000   \n",
       "      Wages and salaries                                                        0.000000   \n",
       "...                                                                                  ...   \n",
       "CA-YT Taxes on production                                                       0.000000   \n",
       "      Wages and salaries                                                        0.602551   \n",
       "      Employers' social contributions                                           0.089168   \n",
       "      Gross mixed income                                                        0.000000   \n",
       "      Gross operating surplus                                                   0.000000   \n",
       "\n",
       "                                                                                 \\\n",
       "                                      Hospital services provided by governments   \n",
       "CA-AB Taxes on products                                                0.000000   \n",
       "      Subsidies on products                                            0.000000   \n",
       "      Subsidies on production                                          0.000000   \n",
       "      Taxes on production                                              0.000000   \n",
       "      Wages and salaries                                               0.000000   \n",
       "...                                                                         ...   \n",
       "CA-YT Taxes on production                                              0.000000   \n",
       "      Wages and salaries                                               0.402704   \n",
       "      Employers' social contributions                                  0.102394   \n",
       "      Gross mixed income                                               0.000000   \n",
       "      Gross operating surplus                                          0.102495   \n",
       "\n",
       "                                                                                                  \\\n",
       "                                      Residential care facility services provided by governments   \n",
       "CA-AB Taxes on products                                                              0.0           \n",
       "      Subsidies on products                                                          0.0           \n",
       "      Subsidies on production                                                        0.0           \n",
       "      Taxes on production                                                            0.0           \n",
       "      Wages and salaries                                                             0.0           \n",
       "...                                                                                  ...           \n",
       "CA-YT Taxes on production                                                            0.0           \n",
       "      Wages and salaries                                                             0.0           \n",
       "      Employers' social contributions                                                0.0           \n",
       "      Gross mixed income                                                             0.0           \n",
       "      Gross operating surplus                                                        0.0           \n",
       "\n",
       "                                                        \\\n",
       "                                      Defence services   \n",
       "CA-AB Taxes on products                       0.000000   \n",
       "      Subsidies on products                   0.000000   \n",
       "      Subsidies on production                 0.000000   \n",
       "      Taxes on production                     0.000000   \n",
       "      Wages and salaries                      0.000000   \n",
       "...                                                ...   \n",
       "CA-YT Taxes on production                     0.020925   \n",
       "      Wages and salaries                      0.503671   \n",
       "      Employers' social contributions         0.081131   \n",
       "      Gross mixed income                      0.000000   \n",
       "      Gross operating surplus                 0.048825   \n",
       "\n",
       "                                                                         \\\n",
       "                                      Other federal government services   \n",
       "CA-AB Taxes on products                                        0.000000   \n",
       "      Subsidies on products                                    0.000000   \n",
       "      Subsidies on production                                  0.000000   \n",
       "      Taxes on production                                      0.000000   \n",
       "      Wages and salaries                                       0.000000   \n",
       "...                                                                 ...   \n",
       "CA-YT Taxes on production                                      0.004607   \n",
       "      Wages and salaries                                       0.406495   \n",
       "      Employers' social contributions                          0.096110   \n",
       "      Gross mixed income                                       0.000000   \n",
       "      Gross operating surplus                                  0.055657   \n",
       "\n",
       "                                                                                            \\\n",
       "                                      Other provincial and territorial government services   \n",
       "CA-AB Taxes on products                                                         0.000000     \n",
       "      Subsidies on products                                                     0.000000     \n",
       "      Subsidies on production                                                   0.000000     \n",
       "      Taxes on production                                                       0.000000     \n",
       "      Wages and salaries                                                        0.000000     \n",
       "...                                                                                  ...     \n",
       "CA-YT Taxes on production                                                       0.006204     \n",
       "      Wages and salaries                                                        0.311762     \n",
       "      Employers' social contributions                                           0.086420     \n",
       "      Gross mixed income                                                        0.000000     \n",
       "      Gross operating surplus                                                   0.092311     \n",
       "\n",
       "                                                                           \\\n",
       "                                      Other municipal government services   \n",
       "CA-AB Taxes on products                                          0.000000   \n",
       "      Subsidies on products                                      0.000000   \n",
       "      Subsidies on production                                    0.000000   \n",
       "      Taxes on production                                        0.000000   \n",
       "      Wages and salaries                                         0.000000   \n",
       "...                                                                   ...   \n",
       "CA-YT Taxes on production                                        0.000000   \n",
       "      Wages and salaries                                         0.235017   \n",
       "      Employers' social contributions                            0.019613   \n",
       "      Gross mixed income                                         0.000000   \n",
       "      Gross operating surplus                                    0.194072   \n",
       "\n",
       "                                                                            \n",
       "                                      Other aboriginal government services  \n",
       "CA-AB Taxes on products                                           0.000000  \n",
       "      Subsidies on products                                       0.000000  \n",
       "      Subsidies on production                                     0.000000  \n",
       "      Taxes on production                                         0.000000  \n",
       "      Wages and salaries                                          0.000000  \n",
       "...                                                                    ...  \n",
       "CA-YT Taxes on production                                         0.000000  \n",
       "      Wages and salaries                                          0.358657  \n",
       "      Employers' social contributions                             0.033188  \n",
       "      Gross mixed income                                          0.000000  \n",
       "      Gross operating surplus                                     0.084244  \n",
       "\n",
       "[104 rows x 6396 columns]"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# normalized value added\n",
    "tables.R"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
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       "  <thead>\n",
       "    <tr>\n",
       "      <th></th>\n",
       "      <th colspan=\"10\" halign=\"left\">CA-AB</th>\n",
       "      <th>...</th>\n",
       "      <th colspan=\"10\" halign=\"left\">WM</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th></th>\n",
       "      <th>Canola (including rapeseed)</th>\n",
       "      <th>Oilseeds (except canola)</th>\n",
       "      <th>Wheat</th>\n",
       "      <th>Grains (except wheat)</th>\n",
       "      <th>Fresh potatoes</th>\n",
       "      <th>Fresh fruit and nuts</th>\n",
       "      <th>Other miscellaneous crop products</th>\n",
       "      <th>Fresh vegetables (except potatoes)</th>\n",
       "      <th>Imputed feed (animal feed produced for own consumption)</th>\n",
       "      <th>Floriculture and nursery products (except cannabis), and sod</th>\n",
       "      <th>...</th>\n",
       "      <th>Paper for treatment: landfill</th>\n",
       "      <th>Plastic waste for treatment: landfill</th>\n",
       "      <th>Inert/metal/hazardous waste for treatment: landfill</th>\n",
       "      <th>Textiles waste for treatment: landfill</th>\n",
       "      <th>Wood waste for treatment: landfill</th>\n",
       "      <th>Membership organisation services n.e.c. (91)</th>\n",
       "      <th>Recreational, cultural and sporting services (92)</th>\n",
       "      <th>Other services (93)</th>\n",
       "      <th>Private households with employed persons (95)</th>\n",
       "      <th>Extra-territorial organizations and bodies</th>\n",
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       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>(CA-AB, 1,1,2,2-Tetrachloroethane, Air)</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(CA-AB, 1,1,2,2-Tetrachloroethane, Water)</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexane), Air)</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexane), Water)</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(CA-ON, Carbon dioxide - biogenic, Air)</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(CA-PE, Carbon dioxide - biogenic, Air)</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(CA-QC, Carbon dioxide - biogenic, Air)</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(CA-SK, Carbon dioxide - biogenic, Air)</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(CA-YT, Carbon dioxide - biogenic, Air)</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>11295 rows × 16196 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                                         CA-AB  \\\n",
       "                                                   Canola (including rapeseed)   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                                    0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                                  0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                                   0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                         0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                         0.0   \n",
       "...                                                                        ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                                    0.0   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                                    0.0   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                                    0.0   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                                    0.0   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                                    0.0   \n",
       "\n",
       "                                                                             \\\n",
       "                                                   Oilseeds (except canola)   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                                 0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                               0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                                0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                      0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                      0.0   \n",
       "...                                                                     ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                                 0.0   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                                 0.0   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                                 0.0   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                                 0.0   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                                 0.0   \n",
       "\n",
       "                                                          \\\n",
       "                                                   Wheat   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)              0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)            0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)             0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...   0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...   0.0   \n",
       "...                                                  ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)              0.0   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)              0.0   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)              0.0   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)              0.0   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)              0.0   \n",
       "\n",
       "                                                                          \\\n",
       "                                                   Grains (except wheat)   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                              0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                            0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                             0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                   0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                   0.0   \n",
       "...                                                                  ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                              0.0   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                              0.0   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                              0.0   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                              0.0   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                              0.0   \n",
       "\n",
       "                                                                   \\\n",
       "                                                   Fresh potatoes   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                       0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                     0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                      0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...            0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...            0.0   \n",
       "...                                                           ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                       0.0   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                       0.0   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                       0.0   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                       0.0   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                       0.0   \n",
       "\n",
       "                                                                         \\\n",
       "                                                   Fresh fruit and nuts   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                             0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                           0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                            0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                  0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                  0.0   \n",
       "...                                                                 ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                             0.0   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                             0.0   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                             0.0   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                             0.0   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                             0.0   \n",
       "\n",
       "                                                                                      \\\n",
       "                                                   Other miscellaneous crop products   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                                          0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                                        0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                                         0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                               0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                               0.0   \n",
       "...                                                                              ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                                          0.0   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                                          0.0   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                                          0.0   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                                          0.0   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                                          0.0   \n",
       "\n",
       "                                                                                       \\\n",
       "                                                   Fresh vegetables (except potatoes)   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                                           0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                                         0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                                          0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                0.0   \n",
       "...                                                                               ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                                           0.0   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                                           0.0   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                                           0.0   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                                           0.0   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                                           0.0   \n",
       "\n",
       "                                                                                                            \\\n",
       "                                                   Imputed feed (animal feed produced for own consumption)   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                                                           0.0        \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                                                         0.0        \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                                                          0.0        \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                                0.0        \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                                0.0        \n",
       "...                                                                                               ...        \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                                                           0.0        \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                                                           0.0        \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                                                           0.0        \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                                                           0.0        \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                                                           0.0        \n",
       "\n",
       "                                                                                                                 \\\n",
       "                                                   Floriculture and nursery products (except cannabis), and sod   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                                                           0.0             \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                                                         0.0             \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                                                          0.0             \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                                0.0             \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                                0.0             \n",
       "...                                                                                               ...             \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                                                           0.0             \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                                                           0.0             \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                                                           0.0             \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                                                           0.0             \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                                                           0.0             \n",
       "\n",
       "                                                    ...  \\\n",
       "                                                    ...   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)             ...   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)           ...   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)            ...   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...  ...   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...  ...   \n",
       "...                                                 ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)             ...   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)             ...   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)             ...   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)             ...   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)             ...   \n",
       "\n",
       "                                                                              WM  \\\n",
       "                                                   Paper for treatment: landfill   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                                      0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                                    0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                                     0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                           0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                           0.0   \n",
       "...                                                                          ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                                      0.0   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                                      0.0   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                                      0.0   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                                      0.0   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                                      0.0   \n",
       "\n",
       "                                                                                          \\\n",
       "                                                   Plastic waste for treatment: landfill   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                                              0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                                            0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                                             0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                   0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                   0.0   \n",
       "...                                                                                  ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                                              0.0   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                                              0.0   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                                              0.0   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                                              0.0   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                                              0.0   \n",
       "\n",
       "                                                                                                        \\\n",
       "                                                   Inert/metal/hazardous waste for treatment: landfill   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                                                           0.0    \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                                                         0.0    \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                                                          0.0    \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                                0.0    \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                                0.0    \n",
       "...                                                                                               ...    \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                                                           0.0    \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                                                           0.0    \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                                                           0.0    \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                                                           0.0    \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                                                           0.0    \n",
       "\n",
       "                                                                                           \\\n",
       "                                                   Textiles waste for treatment: landfill   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                                               0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                                             0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                                              0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                    0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                    0.0   \n",
       "...                                                                                   ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                                               0.0   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                                               0.0   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                                               0.0   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                                               0.0   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                                               0.0   \n",
       "\n",
       "                                                                                       \\\n",
       "                                                   Wood waste for treatment: landfill   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                                           0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                                         0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                                          0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                0.0   \n",
       "...                                                                               ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                                           0.0   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                                           0.0   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                                           0.0   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                                           0.0   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                                           0.0   \n",
       "\n",
       "                                                                                                 \\\n",
       "                                                   Membership organisation services n.e.c. (91)   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                                                     0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                                                   0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                                                    0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                          0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                          0.0   \n",
       "...                                                                                         ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                                                     0.0   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                                                     0.0   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                                                     0.0   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                                                     0.0   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                                                     0.0   \n",
       "\n",
       "                                                                                                      \\\n",
       "                                                   Recreational, cultural and sporting services (92)   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                                                          0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                                                        0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                                                         0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                               0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                               0.0   \n",
       "...                                                                                              ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                                                          0.0   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                                                          0.0   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                                                          0.0   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                                                          0.0   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                                                          0.0   \n",
       "\n",
       "                                                                        \\\n",
       "                                                   Other services (93)   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                            0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                          0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                           0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                 0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                 0.0   \n",
       "...                                                                ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                            0.0   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                            0.0   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                            0.0   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                            0.0   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                            0.0   \n",
       "\n",
       "                                                                                                  \\\n",
       "                                                   Private households with employed persons (95)   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                                                      0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                                                    0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                                                     0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                           0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                           0.0   \n",
       "...                                                                                          ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                                                      0.0   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                                                      0.0   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                                                      0.0   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                                                      0.0   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                                                      0.0   \n",
       "\n",
       "                                                                                               \n",
       "                                                   Extra-territorial organizations and bodies  \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                                                   0.0  \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                                                 0.0  \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                                                  0.0  \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                        0.0  \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                        0.0  \n",
       "...                                                                                       ...  \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                                                   0.0  \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                                                   0.0  \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                                                   0.0  \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                                                   0.0  \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                                                   0.0  \n",
       "\n",
       "[11295 rows x 16196 columns]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# environmental flow matrix\n",
    "tables.F"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
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       "  <thead>\n",
       "    <tr>\n",
       "      <th></th>\n",
       "      <th colspan=\"10\" halign=\"left\">CA-AB</th>\n",
       "      <th>...</th>\n",
       "      <th colspan=\"10\" halign=\"left\">WM</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th></th>\n",
       "      <th>Canola (including rapeseed)</th>\n",
       "      <th>Oilseeds (except canola)</th>\n",
       "      <th>Wheat</th>\n",
       "      <th>Grains (except wheat)</th>\n",
       "      <th>Fresh potatoes</th>\n",
       "      <th>Fresh fruit and nuts</th>\n",
       "      <th>Other miscellaneous crop products</th>\n",
       "      <th>Fresh vegetables (except potatoes)</th>\n",
       "      <th>Imputed feed (animal feed produced for own consumption)</th>\n",
       "      <th>Floriculture and nursery products (except cannabis), and sod</th>\n",
       "      <th>...</th>\n",
       "      <th>Paper for treatment: landfill</th>\n",
       "      <th>Plastic waste for treatment: landfill</th>\n",
       "      <th>Inert/metal/hazardous waste for treatment: landfill</th>\n",
       "      <th>Textiles waste for treatment: landfill</th>\n",
       "      <th>Wood waste for treatment: landfill</th>\n",
       "      <th>Membership organisation services n.e.c. (91)</th>\n",
       "      <th>Recreational, cultural and sporting services (92)</th>\n",
       "      <th>Other services (93)</th>\n",
       "      <th>Private households with employed persons (95)</th>\n",
       "      <th>Extra-territorial organizations and bodies</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>(CA-AB, 1,1,2,2-Tetrachloroethane, Air)</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(CA-AB, 1,1,2,2-Tetrachloroethane, Water)</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexane), Air)</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexane), Water)</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(CA-ON, Carbon dioxide - biogenic, Air)</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(CA-PE, Carbon dioxide - biogenic, Air)</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(CA-QC, Carbon dioxide - biogenic, Air)</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(CA-SK, Carbon dioxide - biogenic, Air)</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(CA-YT, Carbon dioxide - biogenic, Air)</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>11295 rows × 16196 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                                         CA-AB  \\\n",
       "                                                   Canola (including rapeseed)   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                                    0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                                  0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                                   0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                         0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                         0.0   \n",
       "...                                                                        ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                                    0.0   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                                    0.0   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                                    0.0   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                                    0.0   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                                    0.0   \n",
       "\n",
       "                                                                             \\\n",
       "                                                   Oilseeds (except canola)   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                                 0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                               0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                                0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                      0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                      0.0   \n",
       "...                                                                     ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                                 0.0   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                                 0.0   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                                 0.0   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                                 0.0   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                                 0.0   \n",
       "\n",
       "                                                          \\\n",
       "                                                   Wheat   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)              0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)            0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)             0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...   0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...   0.0   \n",
       "...                                                  ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)              0.0   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)              0.0   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)              0.0   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)              0.0   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)              0.0   \n",
       "\n",
       "                                                                          \\\n",
       "                                                   Grains (except wheat)   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                              0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                            0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                             0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                   0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                   0.0   \n",
       "...                                                                  ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                              0.0   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                              0.0   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                              0.0   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                              0.0   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                              0.0   \n",
       "\n",
       "                                                                   \\\n",
       "                                                   Fresh potatoes   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                       0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                     0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                      0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...            0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...            0.0   \n",
       "...                                                           ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                       0.0   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                       0.0   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                       0.0   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                       0.0   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                       0.0   \n",
       "\n",
       "                                                                         \\\n",
       "                                                   Fresh fruit and nuts   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                             0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                           0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                            0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                  0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                  0.0   \n",
       "...                                                                 ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                             0.0   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                             0.0   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                             0.0   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                             0.0   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                             0.0   \n",
       "\n",
       "                                                                                      \\\n",
       "                                                   Other miscellaneous crop products   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                                          0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                                        0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                                         0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                               0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                               0.0   \n",
       "...                                                                              ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                                          0.0   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                                          0.0   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                                          0.0   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                                          0.0   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                                          0.0   \n",
       "\n",
       "                                                                                       \\\n",
       "                                                   Fresh vegetables (except potatoes)   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                                           0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                                         0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                                          0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                0.0   \n",
       "...                                                                               ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                                           0.0   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                                           0.0   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                                           0.0   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                                           0.0   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                                           0.0   \n",
       "\n",
       "                                                                                                            \\\n",
       "                                                   Imputed feed (animal feed produced for own consumption)   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                                                           0.0        \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                                                         0.0        \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                                                          0.0        \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                                0.0        \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                                0.0        \n",
       "...                                                                                               ...        \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                                                           0.0        \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                                                           0.0        \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                                                           0.0        \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                                                           0.0        \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                                                           0.0        \n",
       "\n",
       "                                                                                                                 \\\n",
       "                                                   Floriculture and nursery products (except cannabis), and sod   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                                                           0.0             \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                                                         0.0             \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                                                          0.0             \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                                0.0             \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                                0.0             \n",
       "...                                                                                               ...             \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                                                           0.0             \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                                                           0.0             \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                                                           0.0             \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                                                           0.0             \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                                                           0.0             \n",
       "\n",
       "                                                    ...  \\\n",
       "                                                    ...   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)             ...   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)           ...   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)            ...   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...  ...   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...  ...   \n",
       "...                                                 ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)             ...   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)             ...   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)             ...   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)             ...   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)             ...   \n",
       "\n",
       "                                                                              WM  \\\n",
       "                                                   Paper for treatment: landfill   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                                      0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                                    0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                                     0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                           0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                           0.0   \n",
       "...                                                                          ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                                      0.0   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                                      0.0   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                                      0.0   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                                      0.0   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                                      0.0   \n",
       "\n",
       "                                                                                          \\\n",
       "                                                   Plastic waste for treatment: landfill   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                                              0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                                            0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                                             0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                   0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                   0.0   \n",
       "...                                                                                  ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                                              0.0   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                                              0.0   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                                              0.0   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                                              0.0   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                                              0.0   \n",
       "\n",
       "                                                                                                        \\\n",
       "                                                   Inert/metal/hazardous waste for treatment: landfill   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                                                           0.0    \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                                                         0.0    \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                                                          0.0    \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                                0.0    \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                                0.0    \n",
       "...                                                                                               ...    \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                                                           0.0    \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                                                           0.0    \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                                                           0.0    \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                                                           0.0    \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                                                           0.0    \n",
       "\n",
       "                                                                                           \\\n",
       "                                                   Textiles waste for treatment: landfill   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                                               0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                                             0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                                              0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                    0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                    0.0   \n",
       "...                                                                                   ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                                               0.0   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                                               0.0   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                                               0.0   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                                               0.0   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                                               0.0   \n",
       "\n",
       "                                                                                       \\\n",
       "                                                   Wood waste for treatment: landfill   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                                           0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                                         0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                                          0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                0.0   \n",
       "...                                                                               ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                                           0.0   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                                           0.0   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                                           0.0   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                                           0.0   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                                           0.0   \n",
       "\n",
       "                                                                                                 \\\n",
       "                                                   Membership organisation services n.e.c. (91)   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                                                     0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                                                   0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                                                    0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                          0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                          0.0   \n",
       "...                                                                                         ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                                                     0.0   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                                                     0.0   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                                                     0.0   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                                                     0.0   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                                                     0.0   \n",
       "\n",
       "                                                                                                      \\\n",
       "                                                   Recreational, cultural and sporting services (92)   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                                                          0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                                                        0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                                                         0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                               0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                               0.0   \n",
       "...                                                                                              ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                                                          0.0   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                                                          0.0   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                                                          0.0   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                                                          0.0   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                                                          0.0   \n",
       "\n",
       "                                                                        \\\n",
       "                                                   Other services (93)   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                            0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                          0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                           0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                 0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                 0.0   \n",
       "...                                                                ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                            0.0   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                            0.0   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                            0.0   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                            0.0   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                            0.0   \n",
       "\n",
       "                                                                                                  \\\n",
       "                                                   Private households with employed persons (95)   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                                                      0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                                                    0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                                                     0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                           0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                           0.0   \n",
       "...                                                                                          ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                                                      0.0   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                                                      0.0   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                                                      0.0   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                                                      0.0   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                                                      0.0   \n",
       "\n",
       "                                                                                               \n",
       "                                                   Extra-territorial organizations and bodies  \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                                                   0.0  \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                                                 0.0  \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                                                  0.0  \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                        0.0  \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                        0.0  \n",
       "...                                                                                       ...  \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                                                   0.0  \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                                                   0.0  \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                                                   0.0  \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                                                   0.0  \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                                                   0.0  \n",
       "\n",
       "[11295 rows x 16196 columns]"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# normalized environmental flow matrix\n",
    "tables.S"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th>(CA-AB, 1,1,2,2-Tetrachloroethane, Air)</th>\n",
       "      <th>(CA-AB, 1,1,2,2-Tetrachloroethane, Water)</th>\n",
       "      <th>(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)</th>\n",
       "      <th>(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexane), Air)</th>\n",
       "      <th>(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexane), Water)</th>\n",
       "      <th>(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexane), Soil)</th>\n",
       "      <th>(CA-AB, 1,2,4-Trichlorobenzene, Air)</th>\n",
       "      <th>(CA-AB, 1,2,4-Trichlorobenzene, Water)</th>\n",
       "      <th>(CA-AB, 1,2,4-Trichlorobenzene, Soil)</th>\n",
       "      <th>(CA-AB, 1,2,4-Trimethylbenzene, Air)</th>\n",
       "      <th>...</th>\n",
       "      <th>(CA-NB, Carbon dioxide - biogenic, Air)</th>\n",
       "      <th>(CA-NL, Carbon dioxide - biogenic, Air)</th>\n",
       "      <th>(CA-NS, Carbon dioxide - biogenic, Air)</th>\n",
       "      <th>(CA-NT, Carbon dioxide - biogenic, Air)</th>\n",
       "      <th>(CA-NU, Carbon dioxide - biogenic, Air)</th>\n",
       "      <th>(CA-ON, Carbon dioxide - biogenic, Air)</th>\n",
       "      <th>(CA-PE, Carbon dioxide - biogenic, Air)</th>\n",
       "      <th>(CA-QC, Carbon dioxide - biogenic, Air)</th>\n",
       "      <th>(CA-SK, Carbon dioxide - biogenic, Air)</th>\n",
       "      <th>(CA-YT, Carbon dioxide - biogenic, Air)</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Impact category</th>\n",
       "      <th>CF unit</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>Climate change, ecosystem quality, long term</th>\n",
       "      <th>PDF.m2.yr</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Climate change, ecosystem quality, short term</th>\n",
       "      <th>PDF.m2.yr</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Climate change, human health, long term</th>\n",
       "      <th>DALY</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Climate change, human health, short term</th>\n",
       "      <th>DALY</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Climate change, long term</th>\n",
       "      <th>kg CO2 eq (long)</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Climate change, short term</th>\n",
       "      <th>kg CO2 eq (short)</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"2\" valign=\"top\">Freshwater acidification</th>\n",
       "      <th>PDF.m2.yr</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>kg SO2 eq</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Freshwater ecotoxicity</th>\n",
       "      <th>CTUe</th>\n",
       "      <td>4.680000</td>\n",
       "      <td>324.000000</td>\n",
       "      <td>3.330000e+01</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8.670000e+00</td>\n",
       "      <td>2200.000000</td>\n",
       "      <td>3.150000e+01</td>\n",
       "      <td>4.090000e-02</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Freshwater ecotoxicity, long term</th>\n",
       "      <th>PDF.m2.yr</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Freshwater ecotoxicity, short term</th>\n",
       "      <th>PDF.m2.yr</th>\n",
       "      <td>0.002564</td>\n",
       "      <td>0.177534</td>\n",
       "      <td>1.824658e-02</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.750685e-03</td>\n",
       "      <td>1.205479</td>\n",
       "      <td>1.726027e-02</td>\n",
       "      <td>2.241096e-05</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"2\" valign=\"top\">Freshwater eutrophication</th>\n",
       "      <th>PDF.m2.yr</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>kg PO4 P-lim eq</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Human toxicity cancer</th>\n",
       "      <th>CTUh</th>\n",
       "      <td>0.000001</td>\n",
       "      <td>0.000001</td>\n",
       "      <td>3.780000e-07</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>3.020000e-09</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Human toxicity cancer, long term</th>\n",
       "      <th>DALY</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Human toxicity cancer, short term</th>\n",
       "      <th>DALY</th>\n",
       "      <td>0.000013</td>\n",
       "      <td>0.000013</td>\n",
       "      <td>4.347000e-06</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>3.473000e-08</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Human toxicity non-cancer</th>\n",
       "      <th>CTUh</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.080000e-07</td>\n",
       "      <td>0.000002</td>\n",
       "      <td>7.310000e-08</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Human toxicity non-cancer, long term</th>\n",
       "      <th>DALY</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Human toxicity non-cancer, short term</th>\n",
       "      <th>DALY</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5.616000e-07</td>\n",
       "      <td>0.000005</td>\n",
       "      <td>1.973700e-07</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Marine acidification, long term</th>\n",
       "      <th>PDF.m2.yr</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Marine acidification, short term</th>\n",
       "      <th>PDF.m2.yr</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"2\" valign=\"top\">Marine eutrophication</th>\n",
       "      <th>PDF.m2.yr</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>kg N N-lim eq</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Mineral resources use</th>\n",
       "      <th>kg deprived</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"2\" valign=\"top\">Ozone layer depletion</th>\n",
       "      <th>DALY</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>kg  CFC-11 eq</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"2\" valign=\"top\">Particulate matter formation</th>\n",
       "      <th>DALY</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>kg PM2.5 eq</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"2\" valign=\"top\">Photochemical oxidant formation</th>\n",
       "      <th>DALY</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>8.400000e-08</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>kg NMVOC eq</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>2.160000e+00</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"2\" valign=\"top\">Terrestrial acidification</th>\n",
       "      <th>PDF.m2.yr</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>kg SO2 eq</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Water use</th>\n",
       "      <th>m3</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Energy use</th>\n",
       "      <th>TJ</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>34 rows × 11295 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                                 (CA-AB, 1,1,2,2-Tetrachloroethane, Air)  \\\n",
       "Impact category                               CF unit                                                      \n",
       "Climate change, ecosystem quality, long term  PDF.m2.yr                                         0.000000   \n",
       "Climate change, ecosystem quality, short term PDF.m2.yr                                         0.000000   \n",
       "Climate change, human health, long term       DALY                                              0.000000   \n",
       "Climate change, human health, short term      DALY                                              0.000000   \n",
       "Climate change, long term                     kg CO2 eq (long)                                  0.000000   \n",
       "Climate change, short term                    kg CO2 eq (short)                                 0.000000   \n",
       "Freshwater acidification                      PDF.m2.yr                                         0.000000   \n",
       "                                              kg SO2 eq                                         0.000000   \n",
       "Freshwater ecotoxicity                        CTUe                                              4.680000   \n",
       "Freshwater ecotoxicity, long term             PDF.m2.yr                                         0.000000   \n",
       "Freshwater ecotoxicity, short term            PDF.m2.yr                                         0.002564   \n",
       "Freshwater eutrophication                     PDF.m2.yr                                         0.000000   \n",
       "                                              kg PO4 P-lim eq                                   0.000000   \n",
       "Human toxicity cancer                         CTUh                                              0.000001   \n",
       "Human toxicity cancer, long term              DALY                                              0.000000   \n",
       "Human toxicity cancer, short term             DALY                                              0.000013   \n",
       "Human toxicity non-cancer                     CTUh                                              0.000000   \n",
       "Human toxicity non-cancer, long term          DALY                                              0.000000   \n",
       "Human toxicity non-cancer, short term         DALY                                              0.000000   \n",
       "Marine acidification, long term               PDF.m2.yr                                         0.000000   \n",
       "Marine acidification, short term              PDF.m2.yr                                         0.000000   \n",
       "Marine eutrophication                         PDF.m2.yr                                         0.000000   \n",
       "                                              kg N N-lim eq                                     0.000000   \n",
       "Mineral resources use                         kg deprived                                       0.000000   \n",
       "Ozone layer depletion                         DALY                                              0.000000   \n",
       "                                              kg  CFC-11 eq                                     0.000000   \n",
       "Particulate matter formation                  DALY                                              0.000000   \n",
       "                                              kg PM2.5 eq                                       0.000000   \n",
       "Photochemical oxidant formation               DALY                                              0.000000   \n",
       "                                              kg NMVOC eq                                       0.000000   \n",
       "Terrestrial acidification                     PDF.m2.yr                                         0.000000   \n",
       "                                              kg SO2 eq                                         0.000000   \n",
       "Water use                                     m3                                                0.000000   \n",
       "Energy use                                    TJ                                                0.000000   \n",
       "\n",
       "                                                                 (CA-AB, 1,1,2,2-Tetrachloroethane, Water)  \\\n",
       "Impact category                               CF unit                                                        \n",
       "Climate change, ecosystem quality, long term  PDF.m2.yr                                           0.000000   \n",
       "Climate change, ecosystem quality, short term PDF.m2.yr                                           0.000000   \n",
       "Climate change, human health, long term       DALY                                                0.000000   \n",
       "Climate change, human health, short term      DALY                                                0.000000   \n",
       "Climate change, long term                     kg CO2 eq (long)                                    0.000000   \n",
       "Climate change, short term                    kg CO2 eq (short)                                   0.000000   \n",
       "Freshwater acidification                      PDF.m2.yr                                           0.000000   \n",
       "                                              kg SO2 eq                                           0.000000   \n",
       "Freshwater ecotoxicity                        CTUe                                              324.000000   \n",
       "Freshwater ecotoxicity, long term             PDF.m2.yr                                           0.000000   \n",
       "Freshwater ecotoxicity, short term            PDF.m2.yr                                           0.177534   \n",
       "Freshwater eutrophication                     PDF.m2.yr                                           0.000000   \n",
       "                                              kg PO4 P-lim eq                                     0.000000   \n",
       "Human toxicity cancer                         CTUh                                                0.000001   \n",
       "Human toxicity cancer, long term              DALY                                                0.000000   \n",
       "Human toxicity cancer, short term             DALY                                                0.000013   \n",
       "Human toxicity non-cancer                     CTUh                                                0.000000   \n",
       "Human toxicity non-cancer, long term          DALY                                                0.000000   \n",
       "Human toxicity non-cancer, short term         DALY                                                0.000000   \n",
       "Marine acidification, long term               PDF.m2.yr                                           0.000000   \n",
       "Marine acidification, short term              PDF.m2.yr                                           0.000000   \n",
       "Marine eutrophication                         PDF.m2.yr                                           0.000000   \n",
       "                                              kg N N-lim eq                                       0.000000   \n",
       "Mineral resources use                         kg deprived                                         0.000000   \n",
       "Ozone layer depletion                         DALY                                                0.000000   \n",
       "                                              kg  CFC-11 eq                                       0.000000   \n",
       "Particulate matter formation                  DALY                                                0.000000   \n",
       "                                              kg PM2.5 eq                                         0.000000   \n",
       "Photochemical oxidant formation               DALY                                                0.000000   \n",
       "                                              kg NMVOC eq                                         0.000000   \n",
       "Terrestrial acidification                     PDF.m2.yr                                           0.000000   \n",
       "                                              kg SO2 eq                                           0.000000   \n",
       "Water use                                     m3                                                  0.000000   \n",
       "Energy use                                    TJ                                                  0.000000   \n",
       "\n",
       "                                                                 (CA-AB, 1,1,2,2-Tetrachloroethane, Soil)  \\\n",
       "Impact category                               CF unit                                                       \n",
       "Climate change, ecosystem quality, long term  PDF.m2.yr                                      0.000000e+00   \n",
       "Climate change, ecosystem quality, short term PDF.m2.yr                                      0.000000e+00   \n",
       "Climate change, human health, long term       DALY                                           0.000000e+00   \n",
       "Climate change, human health, short term      DALY                                           0.000000e+00   \n",
       "Climate change, long term                     kg CO2 eq (long)                               0.000000e+00   \n",
       "Climate change, short term                    kg CO2 eq (short)                              0.000000e+00   \n",
       "Freshwater acidification                      PDF.m2.yr                                      0.000000e+00   \n",
       "                                              kg SO2 eq                                      0.000000e+00   \n",
       "Freshwater ecotoxicity                        CTUe                                           3.330000e+01   \n",
       "Freshwater ecotoxicity, long term             PDF.m2.yr                                      0.000000e+00   \n",
       "Freshwater ecotoxicity, short term            PDF.m2.yr                                      1.824658e-02   \n",
       "Freshwater eutrophication                     PDF.m2.yr                                      0.000000e+00   \n",
       "                                              kg PO4 P-lim eq                                0.000000e+00   \n",
       "Human toxicity cancer                         CTUh                                           3.780000e-07   \n",
       "Human toxicity cancer, long term              DALY                                           0.000000e+00   \n",
       "Human toxicity cancer, short term             DALY                                           4.347000e-06   \n",
       "Human toxicity non-cancer                     CTUh                                           0.000000e+00   \n",
       "Human toxicity non-cancer, long term          DALY                                           0.000000e+00   \n",
       "Human toxicity non-cancer, short term         DALY                                           0.000000e+00   \n",
       "Marine acidification, long term               PDF.m2.yr                                      0.000000e+00   \n",
       "Marine acidification, short term              PDF.m2.yr                                      0.000000e+00   \n",
       "Marine eutrophication                         PDF.m2.yr                                      0.000000e+00   \n",
       "                                              kg N N-lim eq                                  0.000000e+00   \n",
       "Mineral resources use                         kg deprived                                    0.000000e+00   \n",
       "Ozone layer depletion                         DALY                                           0.000000e+00   \n",
       "                                              kg  CFC-11 eq                                  0.000000e+00   \n",
       "Particulate matter formation                  DALY                                           0.000000e+00   \n",
       "                                              kg PM2.5 eq                                    0.000000e+00   \n",
       "Photochemical oxidant formation               DALY                                           0.000000e+00   \n",
       "                                              kg NMVOC eq                                    0.000000e+00   \n",
       "Terrestrial acidification                     PDF.m2.yr                                      0.000000e+00   \n",
       "                                              kg SO2 eq                                      0.000000e+00   \n",
       "Water use                                     m3                                             0.000000e+00   \n",
       "Energy use                                    TJ                                             0.000000e+00   \n",
       "\n",
       "                                                                 (CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexane), Air)  \\\n",
       "Impact category                               CF unit                                                                      \n",
       "Climate change, ecosystem quality, long term  PDF.m2.yr                                                        0.0         \n",
       "Climate change, ecosystem quality, short term PDF.m2.yr                                                        0.0         \n",
       "Climate change, human health, long term       DALY                                                             0.0         \n",
       "Climate change, human health, short term      DALY                                                             0.0         \n",
       "Climate change, long term                     kg CO2 eq (long)                                                 0.0         \n",
       "Climate change, short term                    kg CO2 eq (short)                                                0.0         \n",
       "Freshwater acidification                      PDF.m2.yr                                                        0.0         \n",
       "                                              kg SO2 eq                                                        0.0         \n",
       "Freshwater ecotoxicity                        CTUe                                                             0.0         \n",
       "Freshwater ecotoxicity, long term             PDF.m2.yr                                                        0.0         \n",
       "Freshwater ecotoxicity, short term            PDF.m2.yr                                                        0.0         \n",
       "Freshwater eutrophication                     PDF.m2.yr                                                        0.0         \n",
       "                                              kg PO4 P-lim eq                                                  0.0         \n",
       "Human toxicity cancer                         CTUh                                                             0.0         \n",
       "Human toxicity cancer, long term              DALY                                                             0.0         \n",
       "Human toxicity cancer, short term             DALY                                                             0.0         \n",
       "Human toxicity non-cancer                     CTUh                                                             0.0         \n",
       "Human toxicity non-cancer, long term          DALY                                                             0.0         \n",
       "Human toxicity non-cancer, short term         DALY                                                             0.0         \n",
       "Marine acidification, long term               PDF.m2.yr                                                        0.0         \n",
       "Marine acidification, short term              PDF.m2.yr                                                        0.0         \n",
       "Marine eutrophication                         PDF.m2.yr                                                        0.0         \n",
       "                                              kg N N-lim eq                                                    0.0         \n",
       "Mineral resources use                         kg deprived                                                      0.0         \n",
       "Ozone layer depletion                         DALY                                                             0.0         \n",
       "                                              kg  CFC-11 eq                                                    0.0         \n",
       "Particulate matter formation                  DALY                                                             0.0         \n",
       "                                              kg PM2.5 eq                                                      0.0         \n",
       "Photochemical oxidant formation               DALY                                                             0.0         \n",
       "                                              kg NMVOC eq                                                      0.0         \n",
       "Terrestrial acidification                     PDF.m2.yr                                                        0.0         \n",
       "                                              kg SO2 eq                                                        0.0         \n",
       "Water use                                     m3                                                               0.0         \n",
       "Energy use                                    TJ                                                               0.0         \n",
       "\n",
       "                                                                 (CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexane), Water)  \\\n",
       "Impact category                               CF unit                                                                        \n",
       "Climate change, ecosystem quality, long term  PDF.m2.yr                                                        0.0           \n",
       "Climate change, ecosystem quality, short term PDF.m2.yr                                                        0.0           \n",
       "Climate change, human health, long term       DALY                                                             0.0           \n",
       "Climate change, human health, short term      DALY                                                             0.0           \n",
       "Climate change, long term                     kg CO2 eq (long)                                                 0.0           \n",
       "Climate change, short term                    kg CO2 eq (short)                                                0.0           \n",
       "Freshwater acidification                      PDF.m2.yr                                                        0.0           \n",
       "                                              kg SO2 eq                                                        0.0           \n",
       "Freshwater ecotoxicity                        CTUe                                                             0.0           \n",
       "Freshwater ecotoxicity, long term             PDF.m2.yr                                                        0.0           \n",
       "Freshwater ecotoxicity, short term            PDF.m2.yr                                                        0.0           \n",
       "Freshwater eutrophication                     PDF.m2.yr                                                        0.0           \n",
       "                                              kg PO4 P-lim eq                                                  0.0           \n",
       "Human toxicity cancer                         CTUh                                                             0.0           \n",
       "Human toxicity cancer, long term              DALY                                                             0.0           \n",
       "Human toxicity cancer, short term             DALY                                                             0.0           \n",
       "Human toxicity non-cancer                     CTUh                                                             0.0           \n",
       "Human toxicity non-cancer, long term          DALY                                                             0.0           \n",
       "Human toxicity non-cancer, short term         DALY                                                             0.0           \n",
       "Marine acidification, long term               PDF.m2.yr                                                        0.0           \n",
       "Marine acidification, short term              PDF.m2.yr                                                        0.0           \n",
       "Marine eutrophication                         PDF.m2.yr                                                        0.0           \n",
       "                                              kg N N-lim eq                                                    0.0           \n",
       "Mineral resources use                         kg deprived                                                      0.0           \n",
       "Ozone layer depletion                         DALY                                                             0.0           \n",
       "                                              kg  CFC-11 eq                                                    0.0           \n",
       "Particulate matter formation                  DALY                                                             0.0           \n",
       "                                              kg PM2.5 eq                                                      0.0           \n",
       "Photochemical oxidant formation               DALY                                                             0.0           \n",
       "                                              kg NMVOC eq                                                      0.0           \n",
       "Terrestrial acidification                     PDF.m2.yr                                                        0.0           \n",
       "                                              kg SO2 eq                                                        0.0           \n",
       "Water use                                     m3                                                               0.0           \n",
       "Energy use                                    TJ                                                               0.0           \n",
       "\n",
       "                                                                 (CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexane), Soil)  \\\n",
       "Impact category                               CF unit                                                                       \n",
       "Climate change, ecosystem quality, long term  PDF.m2.yr                                                        0.0          \n",
       "Climate change, ecosystem quality, short term PDF.m2.yr                                                        0.0          \n",
       "Climate change, human health, long term       DALY                                                             0.0          \n",
       "Climate change, human health, short term      DALY                                                             0.0          \n",
       "Climate change, long term                     kg CO2 eq (long)                                                 0.0          \n",
       "Climate change, short term                    kg CO2 eq (short)                                                0.0          \n",
       "Freshwater acidification                      PDF.m2.yr                                                        0.0          \n",
       "                                              kg SO2 eq                                                        0.0          \n",
       "Freshwater ecotoxicity                        CTUe                                                             0.0          \n",
       "Freshwater ecotoxicity, long term             PDF.m2.yr                                                        0.0          \n",
       "Freshwater ecotoxicity, short term            PDF.m2.yr                                                        0.0          \n",
       "Freshwater eutrophication                     PDF.m2.yr                                                        0.0          \n",
       "                                              kg PO4 P-lim eq                                                  0.0          \n",
       "Human toxicity cancer                         CTUh                                                             0.0          \n",
       "Human toxicity cancer, long term              DALY                                                             0.0          \n",
       "Human toxicity cancer, short term             DALY                                                             0.0          \n",
       "Human toxicity non-cancer                     CTUh                                                             0.0          \n",
       "Human toxicity non-cancer, long term          DALY                                                             0.0          \n",
       "Human toxicity non-cancer, short term         DALY                                                             0.0          \n",
       "Marine acidification, long term               PDF.m2.yr                                                        0.0          \n",
       "Marine acidification, short term              PDF.m2.yr                                                        0.0          \n",
       "Marine eutrophication                         PDF.m2.yr                                                        0.0          \n",
       "                                              kg N N-lim eq                                                    0.0          \n",
       "Mineral resources use                         kg deprived                                                      0.0          \n",
       "Ozone layer depletion                         DALY                                                             0.0          \n",
       "                                              kg  CFC-11 eq                                                    0.0          \n",
       "Particulate matter formation                  DALY                                                             0.0          \n",
       "                                              kg PM2.5 eq                                                      0.0          \n",
       "Photochemical oxidant formation               DALY                                                             0.0          \n",
       "                                              kg NMVOC eq                                                      0.0          \n",
       "Terrestrial acidification                     PDF.m2.yr                                                        0.0          \n",
       "                                              kg SO2 eq                                                        0.0          \n",
       "Water use                                     m3                                                               0.0          \n",
       "Energy use                                    TJ                                                               0.0          \n",
       "\n",
       "                                                                 (CA-AB, 1,2,4-Trichlorobenzene, Air)  \\\n",
       "Impact category                               CF unit                                                   \n",
       "Climate change, ecosystem quality, long term  PDF.m2.yr                                  0.000000e+00   \n",
       "Climate change, ecosystem quality, short term PDF.m2.yr                                  0.000000e+00   \n",
       "Climate change, human health, long term       DALY                                       0.000000e+00   \n",
       "Climate change, human health, short term      DALY                                       0.000000e+00   \n",
       "Climate change, long term                     kg CO2 eq (long)                           0.000000e+00   \n",
       "Climate change, short term                    kg CO2 eq (short)                          0.000000e+00   \n",
       "Freshwater acidification                      PDF.m2.yr                                  0.000000e+00   \n",
       "                                              kg SO2 eq                                  0.000000e+00   \n",
       "Freshwater ecotoxicity                        CTUe                                       8.670000e+00   \n",
       "Freshwater ecotoxicity, long term             PDF.m2.yr                                  0.000000e+00   \n",
       "Freshwater ecotoxicity, short term            PDF.m2.yr                                  4.750685e-03   \n",
       "Freshwater eutrophication                     PDF.m2.yr                                  0.000000e+00   \n",
       "                                              kg PO4 P-lim eq                            0.000000e+00   \n",
       "Human toxicity cancer                         CTUh                                       0.000000e+00   \n",
       "Human toxicity cancer, long term              DALY                                       0.000000e+00   \n",
       "Human toxicity cancer, short term             DALY                                       0.000000e+00   \n",
       "Human toxicity non-cancer                     CTUh                                       2.080000e-07   \n",
       "Human toxicity non-cancer, long term          DALY                                       0.000000e+00   \n",
       "Human toxicity non-cancer, short term         DALY                                       5.616000e-07   \n",
       "Marine acidification, long term               PDF.m2.yr                                  0.000000e+00   \n",
       "Marine acidification, short term              PDF.m2.yr                                  0.000000e+00   \n",
       "Marine eutrophication                         PDF.m2.yr                                  0.000000e+00   \n",
       "                                              kg N N-lim eq                              0.000000e+00   \n",
       "Mineral resources use                         kg deprived                                0.000000e+00   \n",
       "Ozone layer depletion                         DALY                                       0.000000e+00   \n",
       "                                              kg  CFC-11 eq                              0.000000e+00   \n",
       "Particulate matter formation                  DALY                                       0.000000e+00   \n",
       "                                              kg PM2.5 eq                                0.000000e+00   \n",
       "Photochemical oxidant formation               DALY                                       0.000000e+00   \n",
       "                                              kg NMVOC eq                                0.000000e+00   \n",
       "Terrestrial acidification                     PDF.m2.yr                                  0.000000e+00   \n",
       "                                              kg SO2 eq                                  0.000000e+00   \n",
       "Water use                                     m3                                         0.000000e+00   \n",
       "Energy use                                    TJ                                         0.000000e+00   \n",
       "\n",
       "                                                                 (CA-AB, 1,2,4-Trichlorobenzene, Water)  \\\n",
       "Impact category                               CF unit                                                     \n",
       "Climate change, ecosystem quality, long term  PDF.m2.yr                                        0.000000   \n",
       "Climate change, ecosystem quality, short term PDF.m2.yr                                        0.000000   \n",
       "Climate change, human health, long term       DALY                                             0.000000   \n",
       "Climate change, human health, short term      DALY                                             0.000000   \n",
       "Climate change, long term                     kg CO2 eq (long)                                 0.000000   \n",
       "Climate change, short term                    kg CO2 eq (short)                                0.000000   \n",
       "Freshwater acidification                      PDF.m2.yr                                        0.000000   \n",
       "                                              kg SO2 eq                                        0.000000   \n",
       "Freshwater ecotoxicity                        CTUe                                          2200.000000   \n",
       "Freshwater ecotoxicity, long term             PDF.m2.yr                                        0.000000   \n",
       "Freshwater ecotoxicity, short term            PDF.m2.yr                                        1.205479   \n",
       "Freshwater eutrophication                     PDF.m2.yr                                        0.000000   \n",
       "                                              kg PO4 P-lim eq                                  0.000000   \n",
       "Human toxicity cancer                         CTUh                                             0.000000   \n",
       "Human toxicity cancer, long term              DALY                                             0.000000   \n",
       "Human toxicity cancer, short term             DALY                                             0.000000   \n",
       "Human toxicity non-cancer                     CTUh                                             0.000002   \n",
       "Human toxicity non-cancer, long term          DALY                                             0.000000   \n",
       "Human toxicity non-cancer, short term         DALY                                             0.000005   \n",
       "Marine acidification, long term               PDF.m2.yr                                        0.000000   \n",
       "Marine acidification, short term              PDF.m2.yr                                        0.000000   \n",
       "Marine eutrophication                         PDF.m2.yr                                        0.000000   \n",
       "                                              kg N N-lim eq                                    0.000000   \n",
       "Mineral resources use                         kg deprived                                      0.000000   \n",
       "Ozone layer depletion                         DALY                                             0.000000   \n",
       "                                              kg  CFC-11 eq                                    0.000000   \n",
       "Particulate matter formation                  DALY                                             0.000000   \n",
       "                                              kg PM2.5 eq                                      0.000000   \n",
       "Photochemical oxidant formation               DALY                                             0.000000   \n",
       "                                              kg NMVOC eq                                      0.000000   \n",
       "Terrestrial acidification                     PDF.m2.yr                                        0.000000   \n",
       "                                              kg SO2 eq                                        0.000000   \n",
       "Water use                                     m3                                               0.000000   \n",
       "Energy use                                    TJ                                               0.000000   \n",
       "\n",
       "                                                                 (CA-AB, 1,2,4-Trichlorobenzene, Soil)  \\\n",
       "Impact category                               CF unit                                                    \n",
       "Climate change, ecosystem quality, long term  PDF.m2.yr                                   0.000000e+00   \n",
       "Climate change, ecosystem quality, short term PDF.m2.yr                                   0.000000e+00   \n",
       "Climate change, human health, long term       DALY                                        0.000000e+00   \n",
       "Climate change, human health, short term      DALY                                        0.000000e+00   \n",
       "Climate change, long term                     kg CO2 eq (long)                            0.000000e+00   \n",
       "Climate change, short term                    kg CO2 eq (short)                           0.000000e+00   \n",
       "Freshwater acidification                      PDF.m2.yr                                   0.000000e+00   \n",
       "                                              kg SO2 eq                                   0.000000e+00   \n",
       "Freshwater ecotoxicity                        CTUe                                        3.150000e+01   \n",
       "Freshwater ecotoxicity, long term             PDF.m2.yr                                   0.000000e+00   \n",
       "Freshwater ecotoxicity, short term            PDF.m2.yr                                   1.726027e-02   \n",
       "Freshwater eutrophication                     PDF.m2.yr                                   0.000000e+00   \n",
       "                                              kg PO4 P-lim eq                             0.000000e+00   \n",
       "Human toxicity cancer                         CTUh                                        0.000000e+00   \n",
       "Human toxicity cancer, long term              DALY                                        0.000000e+00   \n",
       "Human toxicity cancer, short term             DALY                                        0.000000e+00   \n",
       "Human toxicity non-cancer                     CTUh                                        7.310000e-08   \n",
       "Human toxicity non-cancer, long term          DALY                                        0.000000e+00   \n",
       "Human toxicity non-cancer, short term         DALY                                        1.973700e-07   \n",
       "Marine acidification, long term               PDF.m2.yr                                   0.000000e+00   \n",
       "Marine acidification, short term              PDF.m2.yr                                   0.000000e+00   \n",
       "Marine eutrophication                         PDF.m2.yr                                   0.000000e+00   \n",
       "                                              kg N N-lim eq                               0.000000e+00   \n",
       "Mineral resources use                         kg deprived                                 0.000000e+00   \n",
       "Ozone layer depletion                         DALY                                        0.000000e+00   \n",
       "                                              kg  CFC-11 eq                               0.000000e+00   \n",
       "Particulate matter formation                  DALY                                        0.000000e+00   \n",
       "                                              kg PM2.5 eq                                 0.000000e+00   \n",
       "Photochemical oxidant formation               DALY                                        0.000000e+00   \n",
       "                                              kg NMVOC eq                                 0.000000e+00   \n",
       "Terrestrial acidification                     PDF.m2.yr                                   0.000000e+00   \n",
       "                                              kg SO2 eq                                   0.000000e+00   \n",
       "Water use                                     m3                                          0.000000e+00   \n",
       "Energy use                                    TJ                                          0.000000e+00   \n",
       "\n",
       "                                                                 (CA-AB, 1,2,4-Trimethylbenzene, Air)  \\\n",
       "Impact category                               CF unit                                                   \n",
       "Climate change, ecosystem quality, long term  PDF.m2.yr                                  0.000000e+00   \n",
       "Climate change, ecosystem quality, short term PDF.m2.yr                                  0.000000e+00   \n",
       "Climate change, human health, long term       DALY                                       0.000000e+00   \n",
       "Climate change, human health, short term      DALY                                       0.000000e+00   \n",
       "Climate change, long term                     kg CO2 eq (long)                           0.000000e+00   \n",
       "Climate change, short term                    kg CO2 eq (short)                          0.000000e+00   \n",
       "Freshwater acidification                      PDF.m2.yr                                  0.000000e+00   \n",
       "                                              kg SO2 eq                                  0.000000e+00   \n",
       "Freshwater ecotoxicity                        CTUe                                       4.090000e-02   \n",
       "Freshwater ecotoxicity, long term             PDF.m2.yr                                  0.000000e+00   \n",
       "Freshwater ecotoxicity, short term            PDF.m2.yr                                  2.241096e-05   \n",
       "Freshwater eutrophication                     PDF.m2.yr                                  0.000000e+00   \n",
       "                                              kg PO4 P-lim eq                            0.000000e+00   \n",
       "Human toxicity cancer                         CTUh                                       3.020000e-09   \n",
       "Human toxicity cancer, long term              DALY                                       0.000000e+00   \n",
       "Human toxicity cancer, short term             DALY                                       3.473000e-08   \n",
       "Human toxicity non-cancer                     CTUh                                       0.000000e+00   \n",
       "Human toxicity non-cancer, long term          DALY                                       0.000000e+00   \n",
       "Human toxicity non-cancer, short term         DALY                                       0.000000e+00   \n",
       "Marine acidification, long term               PDF.m2.yr                                  0.000000e+00   \n",
       "Marine acidification, short term              PDF.m2.yr                                  0.000000e+00   \n",
       "Marine eutrophication                         PDF.m2.yr                                  0.000000e+00   \n",
       "                                              kg N N-lim eq                              0.000000e+00   \n",
       "Mineral resources use                         kg deprived                                0.000000e+00   \n",
       "Ozone layer depletion                         DALY                                       0.000000e+00   \n",
       "                                              kg  CFC-11 eq                              0.000000e+00   \n",
       "Particulate matter formation                  DALY                                       0.000000e+00   \n",
       "                                              kg PM2.5 eq                                0.000000e+00   \n",
       "Photochemical oxidant formation               DALY                                       8.400000e-08   \n",
       "                                              kg NMVOC eq                                2.160000e+00   \n",
       "Terrestrial acidification                     PDF.m2.yr                                  0.000000e+00   \n",
       "                                              kg SO2 eq                                  0.000000e+00   \n",
       "Water use                                     m3                                         0.000000e+00   \n",
       "Energy use                                    TJ                                         0.000000e+00   \n",
       "\n",
       "                                                                 ...  \\\n",
       "Impact category                               CF unit            ...   \n",
       "Climate change, ecosystem quality, long term  PDF.m2.yr          ...   \n",
       "Climate change, ecosystem quality, short term PDF.m2.yr          ...   \n",
       "Climate change, human health, long term       DALY               ...   \n",
       "Climate change, human health, short term      DALY               ...   \n",
       "Climate change, long term                     kg CO2 eq (long)   ...   \n",
       "Climate change, short term                    kg CO2 eq (short)  ...   \n",
       "Freshwater acidification                      PDF.m2.yr          ...   \n",
       "                                              kg SO2 eq          ...   \n",
       "Freshwater ecotoxicity                        CTUe               ...   \n",
       "Freshwater ecotoxicity, long term             PDF.m2.yr          ...   \n",
       "Freshwater ecotoxicity, short term            PDF.m2.yr          ...   \n",
       "Freshwater eutrophication                     PDF.m2.yr          ...   \n",
       "                                              kg PO4 P-lim eq    ...   \n",
       "Human toxicity cancer                         CTUh               ...   \n",
       "Human toxicity cancer, long term              DALY               ...   \n",
       "Human toxicity cancer, short term             DALY               ...   \n",
       "Human toxicity non-cancer                     CTUh               ...   \n",
       "Human toxicity non-cancer, long term          DALY               ...   \n",
       "Human toxicity non-cancer, short term         DALY               ...   \n",
       "Marine acidification, long term               PDF.m2.yr          ...   \n",
       "Marine acidification, short term              PDF.m2.yr          ...   \n",
       "Marine eutrophication                         PDF.m2.yr          ...   \n",
       "                                              kg N N-lim eq      ...   \n",
       "Mineral resources use                         kg deprived        ...   \n",
       "Ozone layer depletion                         DALY               ...   \n",
       "                                              kg  CFC-11 eq      ...   \n",
       "Particulate matter formation                  DALY               ...   \n",
       "                                              kg PM2.5 eq        ...   \n",
       "Photochemical oxidant formation               DALY               ...   \n",
       "                                              kg NMVOC eq        ...   \n",
       "Terrestrial acidification                     PDF.m2.yr          ...   \n",
       "                                              kg SO2 eq          ...   \n",
       "Water use                                     m3                 ...   \n",
       "Energy use                                    TJ                 ...   \n",
       "\n",
       "                                                                 (CA-NB, Carbon dioxide - biogenic, Air)  \\\n",
       "Impact category                               CF unit                                                      \n",
       "Climate change, ecosystem quality, long term  PDF.m2.yr                                                0   \n",
       "Climate change, ecosystem quality, short term PDF.m2.yr                                                0   \n",
       "Climate change, human health, long term       DALY                                                     0   \n",
       "Climate change, human health, short term      DALY                                                     0   \n",
       "Climate change, long term                     kg CO2 eq (long)                                         0   \n",
       "Climate change, short term                    kg CO2 eq (short)                                        0   \n",
       "Freshwater acidification                      PDF.m2.yr                                                0   \n",
       "                                              kg SO2 eq                                                0   \n",
       "Freshwater ecotoxicity                        CTUe                                                     0   \n",
       "Freshwater ecotoxicity, long term             PDF.m2.yr                                                0   \n",
       "Freshwater ecotoxicity, short term            PDF.m2.yr                                                0   \n",
       "Freshwater eutrophication                     PDF.m2.yr                                                0   \n",
       "                                              kg PO4 P-lim eq                                          0   \n",
       "Human toxicity cancer                         CTUh                                                     0   \n",
       "Human toxicity cancer, long term              DALY                                                     0   \n",
       "Human toxicity cancer, short term             DALY                                                     0   \n",
       "Human toxicity non-cancer                     CTUh                                                     0   \n",
       "Human toxicity non-cancer, long term          DALY                                                     0   \n",
       "Human toxicity non-cancer, short term         DALY                                                     0   \n",
       "Marine acidification, long term               PDF.m2.yr                                                0   \n",
       "Marine acidification, short term              PDF.m2.yr                                                0   \n",
       "Marine eutrophication                         PDF.m2.yr                                                0   \n",
       "                                              kg N N-lim eq                                            0   \n",
       "Mineral resources use                         kg deprived                                              0   \n",
       "Ozone layer depletion                         DALY                                                     0   \n",
       "                                              kg  CFC-11 eq                                            0   \n",
       "Particulate matter formation                  DALY                                                     0   \n",
       "                                              kg PM2.5 eq                                              0   \n",
       "Photochemical oxidant formation               DALY                                                     0   \n",
       "                                              kg NMVOC eq                                              0   \n",
       "Terrestrial acidification                     PDF.m2.yr                                                0   \n",
       "                                              kg SO2 eq                                                0   \n",
       "Water use                                     m3                                                       0   \n",
       "Energy use                                    TJ                                                       0   \n",
       "\n",
       "                                                                 (CA-NL, Carbon dioxide - biogenic, Air)  \\\n",
       "Impact category                               CF unit                                                      \n",
       "Climate change, ecosystem quality, long term  PDF.m2.yr                                                0   \n",
       "Climate change, ecosystem quality, short term PDF.m2.yr                                                0   \n",
       "Climate change, human health, long term       DALY                                                     0   \n",
       "Climate change, human health, short term      DALY                                                     0   \n",
       "Climate change, long term                     kg CO2 eq (long)                                         0   \n",
       "Climate change, short term                    kg CO2 eq (short)                                        0   \n",
       "Freshwater acidification                      PDF.m2.yr                                                0   \n",
       "                                              kg SO2 eq                                                0   \n",
       "Freshwater ecotoxicity                        CTUe                                                     0   \n",
       "Freshwater ecotoxicity, long term             PDF.m2.yr                                                0   \n",
       "Freshwater ecotoxicity, short term            PDF.m2.yr                                                0   \n",
       "Freshwater eutrophication                     PDF.m2.yr                                                0   \n",
       "                                              kg PO4 P-lim eq                                          0   \n",
       "Human toxicity cancer                         CTUh                                                     0   \n",
       "Human toxicity cancer, long term              DALY                                                     0   \n",
       "Human toxicity cancer, short term             DALY                                                     0   \n",
       "Human toxicity non-cancer                     CTUh                                                     0   \n",
       "Human toxicity non-cancer, long term          DALY                                                     0   \n",
       "Human toxicity non-cancer, short term         DALY                                                     0   \n",
       "Marine acidification, long term               PDF.m2.yr                                                0   \n",
       "Marine acidification, short term              PDF.m2.yr                                                0   \n",
       "Marine eutrophication                         PDF.m2.yr                                                0   \n",
       "                                              kg N N-lim eq                                            0   \n",
       "Mineral resources use                         kg deprived                                              0   \n",
       "Ozone layer depletion                         DALY                                                     0   \n",
       "                                              kg  CFC-11 eq                                            0   \n",
       "Particulate matter formation                  DALY                                                     0   \n",
       "                                              kg PM2.5 eq                                              0   \n",
       "Photochemical oxidant formation               DALY                                                     0   \n",
       "                                              kg NMVOC eq                                              0   \n",
       "Terrestrial acidification                     PDF.m2.yr                                                0   \n",
       "                                              kg SO2 eq                                                0   \n",
       "Water use                                     m3                                                       0   \n",
       "Energy use                                    TJ                                                       0   \n",
       "\n",
       "                                                                 (CA-NS, Carbon dioxide - biogenic, Air)  \\\n",
       "Impact category                               CF unit                                                      \n",
       "Climate change, ecosystem quality, long term  PDF.m2.yr                                                0   \n",
       "Climate change, ecosystem quality, short term PDF.m2.yr                                                0   \n",
       "Climate change, human health, long term       DALY                                                     0   \n",
       "Climate change, human health, short term      DALY                                                     0   \n",
       "Climate change, long term                     kg CO2 eq (long)                                         0   \n",
       "Climate change, short term                    kg CO2 eq (short)                                        0   \n",
       "Freshwater acidification                      PDF.m2.yr                                                0   \n",
       "                                              kg SO2 eq                                                0   \n",
       "Freshwater ecotoxicity                        CTUe                                                     0   \n",
       "Freshwater ecotoxicity, long term             PDF.m2.yr                                                0   \n",
       "Freshwater ecotoxicity, short term            PDF.m2.yr                                                0   \n",
       "Freshwater eutrophication                     PDF.m2.yr                                                0   \n",
       "                                              kg PO4 P-lim eq                                          0   \n",
       "Human toxicity cancer                         CTUh                                                     0   \n",
       "Human toxicity cancer, long term              DALY                                                     0   \n",
       "Human toxicity cancer, short term             DALY                                                     0   \n",
       "Human toxicity non-cancer                     CTUh                                                     0   \n",
       "Human toxicity non-cancer, long term          DALY                                                     0   \n",
       "Human toxicity non-cancer, short term         DALY                                                     0   \n",
       "Marine acidification, long term               PDF.m2.yr                                                0   \n",
       "Marine acidification, short term              PDF.m2.yr                                                0   \n",
       "Marine eutrophication                         PDF.m2.yr                                                0   \n",
       "                                              kg N N-lim eq                                            0   \n",
       "Mineral resources use                         kg deprived                                              0   \n",
       "Ozone layer depletion                         DALY                                                     0   \n",
       "                                              kg  CFC-11 eq                                            0   \n",
       "Particulate matter formation                  DALY                                                     0   \n",
       "                                              kg PM2.5 eq                                              0   \n",
       "Photochemical oxidant formation               DALY                                                     0   \n",
       "                                              kg NMVOC eq                                              0   \n",
       "Terrestrial acidification                     PDF.m2.yr                                                0   \n",
       "                                              kg SO2 eq                                                0   \n",
       "Water use                                     m3                                                       0   \n",
       "Energy use                                    TJ                                                       0   \n",
       "\n",
       "                                                                 (CA-NT, Carbon dioxide - biogenic, Air)  \\\n",
       "Impact category                               CF unit                                                      \n",
       "Climate change, ecosystem quality, long term  PDF.m2.yr                                                0   \n",
       "Climate change, ecosystem quality, short term PDF.m2.yr                                                0   \n",
       "Climate change, human health, long term       DALY                                                     0   \n",
       "Climate change, human health, short term      DALY                                                     0   \n",
       "Climate change, long term                     kg CO2 eq (long)                                         0   \n",
       "Climate change, short term                    kg CO2 eq (short)                                        0   \n",
       "Freshwater acidification                      PDF.m2.yr                                                0   \n",
       "                                              kg SO2 eq                                                0   \n",
       "Freshwater ecotoxicity                        CTUe                                                     0   \n",
       "Freshwater ecotoxicity, long term             PDF.m2.yr                                                0   \n",
       "Freshwater ecotoxicity, short term            PDF.m2.yr                                                0   \n",
       "Freshwater eutrophication                     PDF.m2.yr                                                0   \n",
       "                                              kg PO4 P-lim eq                                          0   \n",
       "Human toxicity cancer                         CTUh                                                     0   \n",
       "Human toxicity cancer, long term              DALY                                                     0   \n",
       "Human toxicity cancer, short term             DALY                                                     0   \n",
       "Human toxicity non-cancer                     CTUh                                                     0   \n",
       "Human toxicity non-cancer, long term          DALY                                                     0   \n",
       "Human toxicity non-cancer, short term         DALY                                                     0   \n",
       "Marine acidification, long term               PDF.m2.yr                                                0   \n",
       "Marine acidification, short term              PDF.m2.yr                                                0   \n",
       "Marine eutrophication                         PDF.m2.yr                                                0   \n",
       "                                              kg N N-lim eq                                            0   \n",
       "Mineral resources use                         kg deprived                                              0   \n",
       "Ozone layer depletion                         DALY                                                     0   \n",
       "                                              kg  CFC-11 eq                                            0   \n",
       "Particulate matter formation                  DALY                                                     0   \n",
       "                                              kg PM2.5 eq                                              0   \n",
       "Photochemical oxidant formation               DALY                                                     0   \n",
       "                                              kg NMVOC eq                                              0   \n",
       "Terrestrial acidification                     PDF.m2.yr                                                0   \n",
       "                                              kg SO2 eq                                                0   \n",
       "Water use                                     m3                                                       0   \n",
       "Energy use                                    TJ                                                       0   \n",
       "\n",
       "                                                                 (CA-NU, Carbon dioxide - biogenic, Air)  \\\n",
       "Impact category                               CF unit                                                      \n",
       "Climate change, ecosystem quality, long term  PDF.m2.yr                                                0   \n",
       "Climate change, ecosystem quality, short term PDF.m2.yr                                                0   \n",
       "Climate change, human health, long term       DALY                                                     0   \n",
       "Climate change, human health, short term      DALY                                                     0   \n",
       "Climate change, long term                     kg CO2 eq (long)                                         0   \n",
       "Climate change, short term                    kg CO2 eq (short)                                        0   \n",
       "Freshwater acidification                      PDF.m2.yr                                                0   \n",
       "                                              kg SO2 eq                                                0   \n",
       "Freshwater ecotoxicity                        CTUe                                                     0   \n",
       "Freshwater ecotoxicity, long term             PDF.m2.yr                                                0   \n",
       "Freshwater ecotoxicity, short term            PDF.m2.yr                                                0   \n",
       "Freshwater eutrophication                     PDF.m2.yr                                                0   \n",
       "                                              kg PO4 P-lim eq                                          0   \n",
       "Human toxicity cancer                         CTUh                                                     0   \n",
       "Human toxicity cancer, long term              DALY                                                     0   \n",
       "Human toxicity cancer, short term             DALY                                                     0   \n",
       "Human toxicity non-cancer                     CTUh                                                     0   \n",
       "Human toxicity non-cancer, long term          DALY                                                     0   \n",
       "Human toxicity non-cancer, short term         DALY                                                     0   \n",
       "Marine acidification, long term               PDF.m2.yr                                                0   \n",
       "Marine acidification, short term              PDF.m2.yr                                                0   \n",
       "Marine eutrophication                         PDF.m2.yr                                                0   \n",
       "                                              kg N N-lim eq                                            0   \n",
       "Mineral resources use                         kg deprived                                              0   \n",
       "Ozone layer depletion                         DALY                                                     0   \n",
       "                                              kg  CFC-11 eq                                            0   \n",
       "Particulate matter formation                  DALY                                                     0   \n",
       "                                              kg PM2.5 eq                                              0   \n",
       "Photochemical oxidant formation               DALY                                                     0   \n",
       "                                              kg NMVOC eq                                              0   \n",
       "Terrestrial acidification                     PDF.m2.yr                                                0   \n",
       "                                              kg SO2 eq                                                0   \n",
       "Water use                                     m3                                                       0   \n",
       "Energy use                                    TJ                                                       0   \n",
       "\n",
       "                                                                 (CA-ON, Carbon dioxide - biogenic, Air)  \\\n",
       "Impact category                               CF unit                                                      \n",
       "Climate change, ecosystem quality, long term  PDF.m2.yr                                                0   \n",
       "Climate change, ecosystem quality, short term PDF.m2.yr                                                0   \n",
       "Climate change, human health, long term       DALY                                                     0   \n",
       "Climate change, human health, short term      DALY                                                     0   \n",
       "Climate change, long term                     kg CO2 eq (long)                                         0   \n",
       "Climate change, short term                    kg CO2 eq (short)                                        0   \n",
       "Freshwater acidification                      PDF.m2.yr                                                0   \n",
       "                                              kg SO2 eq                                                0   \n",
       "Freshwater ecotoxicity                        CTUe                                                     0   \n",
       "Freshwater ecotoxicity, long term             PDF.m2.yr                                                0   \n",
       "Freshwater ecotoxicity, short term            PDF.m2.yr                                                0   \n",
       "Freshwater eutrophication                     PDF.m2.yr                                                0   \n",
       "                                              kg PO4 P-lim eq                                          0   \n",
       "Human toxicity cancer                         CTUh                                                     0   \n",
       "Human toxicity cancer, long term              DALY                                                     0   \n",
       "Human toxicity cancer, short term             DALY                                                     0   \n",
       "Human toxicity non-cancer                     CTUh                                                     0   \n",
       "Human toxicity non-cancer, long term          DALY                                                     0   \n",
       "Human toxicity non-cancer, short term         DALY                                                     0   \n",
       "Marine acidification, long term               PDF.m2.yr                                                0   \n",
       "Marine acidification, short term              PDF.m2.yr                                                0   \n",
       "Marine eutrophication                         PDF.m2.yr                                                0   \n",
       "                                              kg N N-lim eq                                            0   \n",
       "Mineral resources use                         kg deprived                                              0   \n",
       "Ozone layer depletion                         DALY                                                     0   \n",
       "                                              kg  CFC-11 eq                                            0   \n",
       "Particulate matter formation                  DALY                                                     0   \n",
       "                                              kg PM2.5 eq                                              0   \n",
       "Photochemical oxidant formation               DALY                                                     0   \n",
       "                                              kg NMVOC eq                                              0   \n",
       "Terrestrial acidification                     PDF.m2.yr                                                0   \n",
       "                                              kg SO2 eq                                                0   \n",
       "Water use                                     m3                                                       0   \n",
       "Energy use                                    TJ                                                       0   \n",
       "\n",
       "                                                                 (CA-PE, Carbon dioxide - biogenic, Air)  \\\n",
       "Impact category                               CF unit                                                      \n",
       "Climate change, ecosystem quality, long term  PDF.m2.yr                                                0   \n",
       "Climate change, ecosystem quality, short term PDF.m2.yr                                                0   \n",
       "Climate change, human health, long term       DALY                                                     0   \n",
       "Climate change, human health, short term      DALY                                                     0   \n",
       "Climate change, long term                     kg CO2 eq (long)                                         0   \n",
       "Climate change, short term                    kg CO2 eq (short)                                        0   \n",
       "Freshwater acidification                      PDF.m2.yr                                                0   \n",
       "                                              kg SO2 eq                                                0   \n",
       "Freshwater ecotoxicity                        CTUe                                                     0   \n",
       "Freshwater ecotoxicity, long term             PDF.m2.yr                                                0   \n",
       "Freshwater ecotoxicity, short term            PDF.m2.yr                                                0   \n",
       "Freshwater eutrophication                     PDF.m2.yr                                                0   \n",
       "                                              kg PO4 P-lim eq                                          0   \n",
       "Human toxicity cancer                         CTUh                                                     0   \n",
       "Human toxicity cancer, long term              DALY                                                     0   \n",
       "Human toxicity cancer, short term             DALY                                                     0   \n",
       "Human toxicity non-cancer                     CTUh                                                     0   \n",
       "Human toxicity non-cancer, long term          DALY                                                     0   \n",
       "Human toxicity non-cancer, short term         DALY                                                     0   \n",
       "Marine acidification, long term               PDF.m2.yr                                                0   \n",
       "Marine acidification, short term              PDF.m2.yr                                                0   \n",
       "Marine eutrophication                         PDF.m2.yr                                                0   \n",
       "                                              kg N N-lim eq                                            0   \n",
       "Mineral resources use                         kg deprived                                              0   \n",
       "Ozone layer depletion                         DALY                                                     0   \n",
       "                                              kg  CFC-11 eq                                            0   \n",
       "Particulate matter formation                  DALY                                                     0   \n",
       "                                              kg PM2.5 eq                                              0   \n",
       "Photochemical oxidant formation               DALY                                                     0   \n",
       "                                              kg NMVOC eq                                              0   \n",
       "Terrestrial acidification                     PDF.m2.yr                                                0   \n",
       "                                              kg SO2 eq                                                0   \n",
       "Water use                                     m3                                                       0   \n",
       "Energy use                                    TJ                                                       0   \n",
       "\n",
       "                                                                 (CA-QC, Carbon dioxide - biogenic, Air)  \\\n",
       "Impact category                               CF unit                                                      \n",
       "Climate change, ecosystem quality, long term  PDF.m2.yr                                                0   \n",
       "Climate change, ecosystem quality, short term PDF.m2.yr                                                0   \n",
       "Climate change, human health, long term       DALY                                                     0   \n",
       "Climate change, human health, short term      DALY                                                     0   \n",
       "Climate change, long term                     kg CO2 eq (long)                                         0   \n",
       "Climate change, short term                    kg CO2 eq (short)                                        0   \n",
       "Freshwater acidification                      PDF.m2.yr                                                0   \n",
       "                                              kg SO2 eq                                                0   \n",
       "Freshwater ecotoxicity                        CTUe                                                     0   \n",
       "Freshwater ecotoxicity, long term             PDF.m2.yr                                                0   \n",
       "Freshwater ecotoxicity, short term            PDF.m2.yr                                                0   \n",
       "Freshwater eutrophication                     PDF.m2.yr                                                0   \n",
       "                                              kg PO4 P-lim eq                                          0   \n",
       "Human toxicity cancer                         CTUh                                                     0   \n",
       "Human toxicity cancer, long term              DALY                                                     0   \n",
       "Human toxicity cancer, short term             DALY                                                     0   \n",
       "Human toxicity non-cancer                     CTUh                                                     0   \n",
       "Human toxicity non-cancer, long term          DALY                                                     0   \n",
       "Human toxicity non-cancer, short term         DALY                                                     0   \n",
       "Marine acidification, long term               PDF.m2.yr                                                0   \n",
       "Marine acidification, short term              PDF.m2.yr                                                0   \n",
       "Marine eutrophication                         PDF.m2.yr                                                0   \n",
       "                                              kg N N-lim eq                                            0   \n",
       "Mineral resources use                         kg deprived                                              0   \n",
       "Ozone layer depletion                         DALY                                                     0   \n",
       "                                              kg  CFC-11 eq                                            0   \n",
       "Particulate matter formation                  DALY                                                     0   \n",
       "                                              kg PM2.5 eq                                              0   \n",
       "Photochemical oxidant formation               DALY                                                     0   \n",
       "                                              kg NMVOC eq                                              0   \n",
       "Terrestrial acidification                     PDF.m2.yr                                                0   \n",
       "                                              kg SO2 eq                                                0   \n",
       "Water use                                     m3                                                       0   \n",
       "Energy use                                    TJ                                                       0   \n",
       "\n",
       "                                                                 (CA-SK, Carbon dioxide - biogenic, Air)  \\\n",
       "Impact category                               CF unit                                                      \n",
       "Climate change, ecosystem quality, long term  PDF.m2.yr                                                0   \n",
       "Climate change, ecosystem quality, short term PDF.m2.yr                                                0   \n",
       "Climate change, human health, long term       DALY                                                     0   \n",
       "Climate change, human health, short term      DALY                                                     0   \n",
       "Climate change, long term                     kg CO2 eq (long)                                         0   \n",
       "Climate change, short term                    kg CO2 eq (short)                                        0   \n",
       "Freshwater acidification                      PDF.m2.yr                                                0   \n",
       "                                              kg SO2 eq                                                0   \n",
       "Freshwater ecotoxicity                        CTUe                                                     0   \n",
       "Freshwater ecotoxicity, long term             PDF.m2.yr                                                0   \n",
       "Freshwater ecotoxicity, short term            PDF.m2.yr                                                0   \n",
       "Freshwater eutrophication                     PDF.m2.yr                                                0   \n",
       "                                              kg PO4 P-lim eq                                          0   \n",
       "Human toxicity cancer                         CTUh                                                     0   \n",
       "Human toxicity cancer, long term              DALY                                                     0   \n",
       "Human toxicity cancer, short term             DALY                                                     0   \n",
       "Human toxicity non-cancer                     CTUh                                                     0   \n",
       "Human toxicity non-cancer, long term          DALY                                                     0   \n",
       "Human toxicity non-cancer, short term         DALY                                                     0   \n",
       "Marine acidification, long term               PDF.m2.yr                                                0   \n",
       "Marine acidification, short term              PDF.m2.yr                                                0   \n",
       "Marine eutrophication                         PDF.m2.yr                                                0   \n",
       "                                              kg N N-lim eq                                            0   \n",
       "Mineral resources use                         kg deprived                                              0   \n",
       "Ozone layer depletion                         DALY                                                     0   \n",
       "                                              kg  CFC-11 eq                                            0   \n",
       "Particulate matter formation                  DALY                                                     0   \n",
       "                                              kg PM2.5 eq                                              0   \n",
       "Photochemical oxidant formation               DALY                                                     0   \n",
       "                                              kg NMVOC eq                                              0   \n",
       "Terrestrial acidification                     PDF.m2.yr                                                0   \n",
       "                                              kg SO2 eq                                                0   \n",
       "Water use                                     m3                                                       0   \n",
       "Energy use                                    TJ                                                       0   \n",
       "\n",
       "                                                                 (CA-YT, Carbon dioxide - biogenic, Air)  \n",
       "Impact category                               CF unit                                                     \n",
       "Climate change, ecosystem quality, long term  PDF.m2.yr                                                0  \n",
       "Climate change, ecosystem quality, short term PDF.m2.yr                                                0  \n",
       "Climate change, human health, long term       DALY                                                     0  \n",
       "Climate change, human health, short term      DALY                                                     0  \n",
       "Climate change, long term                     kg CO2 eq (long)                                         0  \n",
       "Climate change, short term                    kg CO2 eq (short)                                        0  \n",
       "Freshwater acidification                      PDF.m2.yr                                                0  \n",
       "                                              kg SO2 eq                                                0  \n",
       "Freshwater ecotoxicity                        CTUe                                                     0  \n",
       "Freshwater ecotoxicity, long term             PDF.m2.yr                                                0  \n",
       "Freshwater ecotoxicity, short term            PDF.m2.yr                                                0  \n",
       "Freshwater eutrophication                     PDF.m2.yr                                                0  \n",
       "                                              kg PO4 P-lim eq                                          0  \n",
       "Human toxicity cancer                         CTUh                                                     0  \n",
       "Human toxicity cancer, long term              DALY                                                     0  \n",
       "Human toxicity cancer, short term             DALY                                                     0  \n",
       "Human toxicity non-cancer                     CTUh                                                     0  \n",
       "Human toxicity non-cancer, long term          DALY                                                     0  \n",
       "Human toxicity non-cancer, short term         DALY                                                     0  \n",
       "Marine acidification, long term               PDF.m2.yr                                                0  \n",
       "Marine acidification, short term              PDF.m2.yr                                                0  \n",
       "Marine eutrophication                         PDF.m2.yr                                                0  \n",
       "                                              kg N N-lim eq                                            0  \n",
       "Mineral resources use                         kg deprived                                              0  \n",
       "Ozone layer depletion                         DALY                                                     0  \n",
       "                                              kg  CFC-11 eq                                            0  \n",
       "Particulate matter formation                  DALY                                                     0  \n",
       "                                              kg PM2.5 eq                                              0  \n",
       "Photochemical oxidant formation               DALY                                                     0  \n",
       "                                              kg NMVOC eq                                              0  \n",
       "Terrestrial acidification                     PDF.m2.yr                                                0  \n",
       "                                              kg SO2 eq                                                0  \n",
       "Water use                                     m3                                                       0  \n",
       "Energy use                                    TJ                                                       0  \n",
       "\n",
       "[34 rows x 11295 columns]"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# characterization matrix (using IW+)\n",
    "tables.C"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
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       "  <thead>\n",
       "    <tr>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th colspan=\"10\" halign=\"left\">CA-AB</th>\n",
       "      <th>...</th>\n",
       "      <th colspan=\"10\" halign=\"left\">CA-YT</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th colspan=\"3\" halign=\"left\">Changes in inventories</th>\n",
       "      <th colspan=\"7\" halign=\"left\">Governments final consumption expenditure</th>\n",
       "      <th>...</th>\n",
       "      <th colspan=\"7\" halign=\"left\">Household final consumption expenditure</th>\n",
       "      <th colspan=\"2\" halign=\"left\">International exports</th>\n",
       "      <th>Non-profit institutions serving households' final consumption expenditure</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th>Changes in inventories, finished goods and goods in process</th>\n",
       "      <th>Changes in inventories, raw materials and goods purchased for resale</th>\n",
       "      <th>Changes in inventories, used cars and equipment and scrap</th>\n",
       "      <th>Defence services</th>\n",
       "      <th>Educational services</th>\n",
       "      <th>Hospitals</th>\n",
       "      <th>Nursing and residential care facilities</th>\n",
       "      <th>Other aboriginal government services</th>\n",
       "      <th>Other federal government services (except defence)</th>\n",
       "      <th>Other municipal government services</th>\n",
       "      <th>...</th>\n",
       "      <th>Undertaking and other funeral services</th>\n",
       "      <th>University education</th>\n",
       "      <th>Urban transit</th>\n",
       "      <th>Used motor vehicles</th>\n",
       "      <th>Veterinary and other services for pets</th>\n",
       "      <th>Water supply and sanitation services</th>\n",
       "      <th>Water transport</th>\n",
       "      <th>Exports</th>\n",
       "      <th>Re-exports</th>\n",
       "      <th>NPISH</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th rowspan=\"5\" valign=\"top\">CA-AB</th>\n",
       "      <th>Canola (including rapeseed)</th>\n",
       "      <td>-1.383600e+08</td>\n",
       "      <td>2.320260e+08</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</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>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Oilseeds (except canola)</th>\n",
       "      <td>2.871781e+06</td>\n",
       "      <td>1.245448e+06</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</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>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Wheat</th>\n",
       "      <td>1.867628e+07</td>\n",
       "      <td>2.024997e+08</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</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>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Grains (except wheat)</th>\n",
       "      <td>9.750527e+07</td>\n",
       "      <td>1.323757e+07</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</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>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Fresh potatoes</th>\n",
       "      <td>2.442320e+06</td>\n",
       "      <td>-3.600126e+06</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</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>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
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       "    <tr>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"5\" valign=\"top\">WM</th>\n",
       "      <th>Membership organisation services n.e.c. (91)</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</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>0.0</td>\n",
       "      <td>0.290193</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Recreational, cultural and sporting services (92)</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>-1.319158e+03</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</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>0.0</td>\n",
       "      <td>819.628260</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Other services (93)</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.226079</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>31.744692</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Private households with employed persons (95)</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</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>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Extra-territorial organizations and bodies</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</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>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>16196 rows × 1534 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                                                                              CA-AB  \\\n",
       "                                                                                             Changes in inventories   \n",
       "                                                        Changes in inventories, finished goods and goods in process   \n",
       "CA-AB Canola (including rapeseed)                                                            -1.383600e+08            \n",
       "      Oilseeds (except canola)                                                                2.871781e+06            \n",
       "      Wheat                                                                                   1.867628e+07            \n",
       "      Grains (except wheat)                                                                   9.750527e+07            \n",
       "      Fresh potatoes                                                                          2.442320e+06            \n",
       "...                                                                                                    ...            \n",
       "WM    Membership organisation services n.e.c. (91)                                            0.000000e+00            \n",
       "      Recreational, cultural and sporting services (92)                                       0.000000e+00            \n",
       "      Other services (93)                                                                     0.000000e+00            \n",
       "      Private households with employed persons (95)                                           0.000000e+00            \n",
       "      Extra-territorial organizations and bodies                                              0.000000e+00            \n",
       "\n",
       "                                                                                                                              \\\n",
       "                                                                                                                               \n",
       "                                                        Changes in inventories, raw materials and goods purchased for resale   \n",
       "CA-AB Canola (including rapeseed)                                                             2.320260e+08                     \n",
       "      Oilseeds (except canola)                                                                1.245448e+06                     \n",
       "      Wheat                                                                                   2.024997e+08                     \n",
       "      Grains (except wheat)                                                                   1.323757e+07                     \n",
       "      Fresh potatoes                                                                         -3.600126e+06                     \n",
       "...                                                                                                    ...                     \n",
       "WM    Membership organisation services n.e.c. (91)                                            0.000000e+00                     \n",
       "      Recreational, cultural and sporting services (92)                                      -1.319158e+03                     \n",
       "      Other services (93)                                                                     0.000000e+00                     \n",
       "      Private households with employed persons (95)                                           0.000000e+00                     \n",
       "      Extra-territorial organizations and bodies                                              0.000000e+00                     \n",
       "\n",
       "                                                                                                                   \\\n",
       "                                                                                                                    \n",
       "                                                        Changes in inventories, used cars and equipment and scrap   \n",
       "CA-AB Canola (including rapeseed)                                                                      0.0          \n",
       "      Oilseeds (except canola)                                                                         0.0          \n",
       "      Wheat                                                                                            0.0          \n",
       "      Grains (except wheat)                                                                            0.0          \n",
       "      Fresh potatoes                                                                                   0.0          \n",
       "...                                                                                                    ...          \n",
       "WM    Membership organisation services n.e.c. (91)                                                     0.0          \n",
       "      Recreational, cultural and sporting services (92)                                                0.0          \n",
       "      Other services (93)                                                                              0.0          \n",
       "      Private households with employed persons (95)                                                    0.0          \n",
       "      Extra-territorial organizations and bodies                                                       0.0          \n",
       "\n",
       "                                                                                                   \\\n",
       "                                                        Governments final consumption expenditure   \n",
       "                                                                                 Defence services   \n",
       "CA-AB Canola (including rapeseed)                                                             0.0   \n",
       "      Oilseeds (except canola)                                                                0.0   \n",
       "      Wheat                                                                                   0.0   \n",
       "      Grains (except wheat)                                                                   0.0   \n",
       "      Fresh potatoes                                                                          0.0   \n",
       "...                                                                                           ...   \n",
       "WM    Membership organisation services n.e.c. (91)                                            0.0   \n",
       "      Recreational, cultural and sporting services (92)                                       0.0   \n",
       "      Other services (93)                                                                     0.0   \n",
       "      Private households with employed persons (95)                                           0.0   \n",
       "      Extra-territorial organizations and bodies                                              0.0   \n",
       "\n",
       "                                                                              \\\n",
       "                                                                               \n",
       "                                                        Educational services   \n",
       "CA-AB Canola (including rapeseed)                                        0.0   \n",
       "      Oilseeds (except canola)                                           0.0   \n",
       "      Wheat                                                              0.0   \n",
       "      Grains (except wheat)                                              0.0   \n",
       "      Fresh potatoes                                                     0.0   \n",
       "...                                                                      ...   \n",
       "WM    Membership organisation services n.e.c. (91)                       0.0   \n",
       "      Recreational, cultural and sporting services (92)                  0.0   \n",
       "      Other services (93)                                                0.0   \n",
       "      Private households with employed persons (95)                      0.0   \n",
       "      Extra-territorial organizations and bodies                         0.0   \n",
       "\n",
       "                                                                   \\\n",
       "                                                                    \n",
       "                                                        Hospitals   \n",
       "CA-AB Canola (including rapeseed)                             0.0   \n",
       "      Oilseeds (except canola)                                0.0   \n",
       "      Wheat                                                   0.0   \n",
       "      Grains (except wheat)                                   0.0   \n",
       "      Fresh potatoes                                          0.0   \n",
       "...                                                           ...   \n",
       "WM    Membership organisation services n.e.c. (91)            0.0   \n",
       "      Recreational, cultural and sporting services (92)       0.0   \n",
       "      Other services (93)                                     0.0   \n",
       "      Private households with employed persons (95)           0.0   \n",
       "      Extra-territorial organizations and bodies              0.0   \n",
       "\n",
       "                                                                                                 \\\n",
       "                                                                                                  \n",
       "                                                        Nursing and residential care facilities   \n",
       "CA-AB Canola (including rapeseed)                                                           0.0   \n",
       "      Oilseeds (except canola)                                                              0.0   \n",
       "      Wheat                                                                                 0.0   \n",
       "      Grains (except wheat)                                                                 0.0   \n",
       "      Fresh potatoes                                                                        0.0   \n",
       "...                                                                                         ...   \n",
       "WM    Membership organisation services n.e.c. (91)                                          0.0   \n",
       "      Recreational, cultural and sporting services (92)                                     0.0   \n",
       "      Other services (93)                                                                   0.0   \n",
       "      Private households with employed persons (95)                                         0.0   \n",
       "      Extra-territorial organizations and bodies                                            0.0   \n",
       "\n",
       "                                                                                              \\\n",
       "                                                                                               \n",
       "                                                        Other aboriginal government services   \n",
       "CA-AB Canola (including rapeseed)                                                        0.0   \n",
       "      Oilseeds (except canola)                                                           0.0   \n",
       "      Wheat                                                                              0.0   \n",
       "      Grains (except wheat)                                                              0.0   \n",
       "      Fresh potatoes                                                                     0.0   \n",
       "...                                                                                      ...   \n",
       "WM    Membership organisation services n.e.c. (91)                                       0.0   \n",
       "      Recreational, cultural and sporting services (92)                                  0.0   \n",
       "      Other services (93)                                                                0.0   \n",
       "      Private households with employed persons (95)                                      0.0   \n",
       "      Extra-territorial organizations and bodies                                         0.0   \n",
       "\n",
       "                                                                                                            \\\n",
       "                                                                                                             \n",
       "                                                        Other federal government services (except defence)   \n",
       "CA-AB Canola (including rapeseed)                                                                      0.0   \n",
       "      Oilseeds (except canola)                                                                         0.0   \n",
       "      Wheat                                                                                            0.0   \n",
       "      Grains (except wheat)                                                                            0.0   \n",
       "      Fresh potatoes                                                                                   0.0   \n",
       "...                                                                                                    ...   \n",
       "WM    Membership organisation services n.e.c. (91)                                                     0.0   \n",
       "      Recreational, cultural and sporting services (92)                                                0.0   \n",
       "      Other services (93)                                                                              0.0   \n",
       "      Private households with employed persons (95)                                                    0.0   \n",
       "      Extra-territorial organizations and bodies                                                       0.0   \n",
       "\n",
       "                                                                                             \\\n",
       "                                                                                              \n",
       "                                                        Other municipal government services   \n",
       "CA-AB Canola (including rapeseed)                                                       0.0   \n",
       "      Oilseeds (except canola)                                                          0.0   \n",
       "      Wheat                                                                             0.0   \n",
       "      Grains (except wheat)                                                             0.0   \n",
       "      Fresh potatoes                                                                    0.0   \n",
       "...                                                                                     ...   \n",
       "WM    Membership organisation services n.e.c. (91)                                      0.0   \n",
       "      Recreational, cultural and sporting services (92)                                 0.0   \n",
       "      Other services (93)                                                               0.0   \n",
       "      Private households with employed persons (95)                                     0.0   \n",
       "      Extra-territorial organizations and bodies                                        0.0   \n",
       "\n",
       "                                                         ...  \\\n",
       "                                                         ...   \n",
       "                                                         ...   \n",
       "CA-AB Canola (including rapeseed)                        ...   \n",
       "      Oilseeds (except canola)                           ...   \n",
       "      Wheat                                              ...   \n",
       "      Grains (except wheat)                              ...   \n",
       "      Fresh potatoes                                     ...   \n",
       "...                                                      ...   \n",
       "WM    Membership organisation services n.e.c. (91)       ...   \n",
       "      Recreational, cultural and sporting services (92)  ...   \n",
       "      Other services (93)                                ...   \n",
       "      Private households with employed persons (95)      ...   \n",
       "      Extra-territorial organizations and bodies         ...   \n",
       "\n",
       "                                                                                          CA-YT  \\\n",
       "                                                        Household final consumption expenditure   \n",
       "                                                         Undertaking and other funeral services   \n",
       "CA-AB Canola (including rapeseed)                                                           0.0   \n",
       "      Oilseeds (except canola)                                                              0.0   \n",
       "      Wheat                                                                                 0.0   \n",
       "      Grains (except wheat)                                                                 0.0   \n",
       "      Fresh potatoes                                                                        0.0   \n",
       "...                                                                                         ...   \n",
       "WM    Membership organisation services n.e.c. (91)                                          0.0   \n",
       "      Recreational, cultural and sporting services (92)                                     0.0   \n",
       "      Other services (93)                                                                   0.0   \n",
       "      Private households with employed persons (95)                                         0.0   \n",
       "      Extra-territorial organizations and bodies                                            0.0   \n",
       "\n",
       "                                                                              \\\n",
       "                                                                               \n",
       "                                                        University education   \n",
       "CA-AB Canola (including rapeseed)                                        0.0   \n",
       "      Oilseeds (except canola)                                           0.0   \n",
       "      Wheat                                                              0.0   \n",
       "      Grains (except wheat)                                              0.0   \n",
       "      Fresh potatoes                                                     0.0   \n",
       "...                                                                      ...   \n",
       "WM    Membership organisation services n.e.c. (91)                       0.0   \n",
       "      Recreational, cultural and sporting services (92)                  0.0   \n",
       "      Other services (93)                                                0.0   \n",
       "      Private households with employed persons (95)                      0.0   \n",
       "      Extra-territorial organizations and bodies                         0.0   \n",
       "\n",
       "                                                                       \\\n",
       "                                                                        \n",
       "                                                        Urban transit   \n",
       "CA-AB Canola (including rapeseed)                                 0.0   \n",
       "      Oilseeds (except canola)                                    0.0   \n",
       "      Wheat                                                       0.0   \n",
       "      Grains (except wheat)                                       0.0   \n",
       "      Fresh potatoes                                              0.0   \n",
       "...                                                               ...   \n",
       "WM    Membership organisation services n.e.c. (91)                0.0   \n",
       "      Recreational, cultural and sporting services (92)           0.0   \n",
       "      Other services (93)                                         0.0   \n",
       "      Private households with employed persons (95)               0.0   \n",
       "      Extra-territorial organizations and bodies                  0.0   \n",
       "\n",
       "                                                                             \\\n",
       "                                                                              \n",
       "                                                        Used motor vehicles   \n",
       "CA-AB Canola (including rapeseed)                                       0.0   \n",
       "      Oilseeds (except canola)                                          0.0   \n",
       "      Wheat                                                             0.0   \n",
       "      Grains (except wheat)                                             0.0   \n",
       "      Fresh potatoes                                                    0.0   \n",
       "...                                                                     ...   \n",
       "WM    Membership organisation services n.e.c. (91)                      0.0   \n",
       "      Recreational, cultural and sporting services (92)                 0.0   \n",
       "      Other services (93)                                               0.0   \n",
       "      Private households with employed persons (95)                     0.0   \n",
       "      Extra-territorial organizations and bodies                        0.0   \n",
       "\n",
       "                                                                                                \\\n",
       "                                                                                                 \n",
       "                                                        Veterinary and other services for pets   \n",
       "CA-AB Canola (including rapeseed)                                                     0.000000   \n",
       "      Oilseeds (except canola)                                                        0.000000   \n",
       "      Wheat                                                                           0.000000   \n",
       "      Grains (except wheat)                                                           0.000000   \n",
       "      Fresh potatoes                                                                  0.000000   \n",
       "...                                                                                        ...   \n",
       "WM    Membership organisation services n.e.c. (91)                                    0.000000   \n",
       "      Recreational, cultural and sporting services (92)                               0.000000   \n",
       "      Other services (93)                                                             0.226079   \n",
       "      Private households with employed persons (95)                                   0.000000   \n",
       "      Extra-territorial organizations and bodies                                      0.000000   \n",
       "\n",
       "                                                                                              \\\n",
       "                                                                                               \n",
       "                                                        Water supply and sanitation services   \n",
       "CA-AB Canola (including rapeseed)                                                        0.0   \n",
       "      Oilseeds (except canola)                                                           0.0   \n",
       "      Wheat                                                                              0.0   \n",
       "      Grains (except wheat)                                                              0.0   \n",
       "      Fresh potatoes                                                                     0.0   \n",
       "...                                                                                      ...   \n",
       "WM    Membership organisation services n.e.c. (91)                                       0.0   \n",
       "      Recreational, cultural and sporting services (92)                                  0.0   \n",
       "      Other services (93)                                                                0.0   \n",
       "      Private households with employed persons (95)                                      0.0   \n",
       "      Extra-territorial organizations and bodies                                         0.0   \n",
       "\n",
       "                                                                         \\\n",
       "                                                                          \n",
       "                                                        Water transport   \n",
       "CA-AB Canola (including rapeseed)                                   0.0   \n",
       "      Oilseeds (except canola)                                      0.0   \n",
       "      Wheat                                                         0.0   \n",
       "      Grains (except wheat)                                         0.0   \n",
       "      Fresh potatoes                                                0.0   \n",
       "...                                                                 ...   \n",
       "WM    Membership organisation services n.e.c. (91)                  0.0   \n",
       "      Recreational, cultural and sporting services (92)             0.0   \n",
       "      Other services (93)                                           0.0   \n",
       "      Private households with employed persons (95)                 0.0   \n",
       "      Extra-territorial organizations and bodies                    0.0   \n",
       "\n",
       "                                                                               \\\n",
       "                                                        International exports   \n",
       "                                                                      Exports   \n",
       "CA-AB Canola (including rapeseed)                                    0.000000   \n",
       "      Oilseeds (except canola)                                       0.000000   \n",
       "      Wheat                                                          0.000000   \n",
       "      Grains (except wheat)                                          0.000000   \n",
       "      Fresh potatoes                                                 0.000000   \n",
       "...                                                                       ...   \n",
       "WM    Membership organisation services n.e.c. (91)                   0.290193   \n",
       "      Recreational, cultural and sporting services (92)            819.628260   \n",
       "      Other services (93)                                           31.744692   \n",
       "      Private households with employed persons (95)                  0.000000   \n",
       "      Extra-territorial organizations and bodies                     0.000000   \n",
       "\n",
       "                                                                    \\\n",
       "                                                                     \n",
       "                                                        Re-exports   \n",
       "CA-AB Canola (including rapeseed)                              0.0   \n",
       "      Oilseeds (except canola)                                 0.0   \n",
       "      Wheat                                                    0.0   \n",
       "      Grains (except wheat)                                    0.0   \n",
       "      Fresh potatoes                                           0.0   \n",
       "...                                                            ...   \n",
       "WM    Membership organisation services n.e.c. (91)             0.0   \n",
       "      Recreational, cultural and sporting services (92)        0.0   \n",
       "      Other services (93)                                      0.0   \n",
       "      Private households with employed persons (95)            0.0   \n",
       "      Extra-territorial organizations and bodies               0.0   \n",
       "\n",
       "                                                                                                                                   \n",
       "                                                        Non-profit institutions serving households' final consumption expenditure  \n",
       "                                                                                                                            NPISH  \n",
       "CA-AB Canola (including rapeseed)                                                                      0.0                         \n",
       "      Oilseeds (except canola)                                                                         0.0                         \n",
       "      Wheat                                                                                            0.0                         \n",
       "      Grains (except wheat)                                                                            0.0                         \n",
       "      Fresh potatoes                                                                                   0.0                         \n",
       "...                                                                                                    ...                         \n",
       "WM    Membership organisation services n.e.c. (91)                                                     0.0                         \n",
       "      Recreational, cultural and sporting services (92)                                                0.0                         \n",
       "      Other services (93)                                                                              0.0                         \n",
       "      Private households with employed persons (95)                                                    0.0                         \n",
       "      Extra-territorial organizations and bodies                                                       0.0                         \n",
       "\n",
       "[16196 rows x 1534 columns]"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# final demand\n",
    "tables.Y"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr>\n",
       "      <th></th>\n",
       "      <th colspan=\"10\" halign=\"left\">CA-AB</th>\n",
       "      <th>...</th>\n",
       "      <th colspan=\"10\" halign=\"left\">CA-YT</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th></th>\n",
       "      <th colspan=\"3\" halign=\"left\">Changes in inventories</th>\n",
       "      <th colspan=\"7\" halign=\"left\">Governments final consumption expenditure</th>\n",
       "      <th>...</th>\n",
       "      <th colspan=\"7\" halign=\"left\">Household final consumption expenditure</th>\n",
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       "      <th>Non-profit institutions serving households' final consumption expenditure</th>\n",
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       "    <tr>\n",
       "      <th></th>\n",
       "      <th>Changes in inventories, finished goods and goods in process</th>\n",
       "      <th>Changes in inventories, raw materials and goods purchased for resale</th>\n",
       "      <th>Changes in inventories, used cars and equipment and scrap</th>\n",
       "      <th>Defence services</th>\n",
       "      <th>Educational services</th>\n",
       "      <th>Hospitals</th>\n",
       "      <th>Nursing and residential care facilities</th>\n",
       "      <th>Other aboriginal government services</th>\n",
       "      <th>Other federal government services (except defence)</th>\n",
       "      <th>Other municipal government services</th>\n",
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       "      <th>Urban transit</th>\n",
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       "      <th>Veterinary and other services for pets</th>\n",
       "      <th>Water supply and sanitation services</th>\n",
       "      <th>Water transport</th>\n",
       "      <th>Exports</th>\n",
       "      <th>Re-exports</th>\n",
       "      <th>NPISH</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>(CA-AB, 1,1,2,2-Tetrachloroethane, Air)</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
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       "    <tr>\n",
       "      <th>(CA-AB, 1,1,2,2-Tetrachloroethane, Water)</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
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       "    <tr>\n",
       "      <th>(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexane), Air)</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexane), Water)</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(CA-ON, Carbon dioxide - biogenic, Air)</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(CA-PE, Carbon dioxide - biogenic, Air)</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(CA-QC, Carbon dioxide - biogenic, Air)</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(CA-SK, Carbon dioxide - biogenic, Air)</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(CA-YT, Carbon dioxide - biogenic, Air)</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>11295 rows × 1534 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                                                                         CA-AB  \\\n",
       "                                                                                        Changes in inventories   \n",
       "                                                   Changes in inventories, finished goods and goods in process   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                                                           0.0            \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                                                         0.0            \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                                                          0.0            \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                                0.0            \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                                0.0            \n",
       "...                                                                                               ...            \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                                                           0.0            \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                                                           0.0            \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                                                           0.0            \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                                                           0.0            \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                                                           0.0            \n",
       "\n",
       "                                                                                                                         \\\n",
       "                                                                                                                          \n",
       "                                                   Changes in inventories, raw materials and goods purchased for resale   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                                                           0.0                     \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                                                         0.0                     \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                                                          0.0                     \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                                0.0                     \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                                0.0                     \n",
       "...                                                                                               ...                     \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                                                           0.0                     \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                                                           0.0                     \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                                                           0.0                     \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                                                           0.0                     \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                                                           0.0                     \n",
       "\n",
       "                                                                                                              \\\n",
       "                                                                                                               \n",
       "                                                   Changes in inventories, used cars and equipment and scrap   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                                                           0.0          \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                                                         0.0          \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                                                          0.0          \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                                0.0          \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                                0.0          \n",
       "...                                                                                               ...          \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                                                           0.0          \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                                                           0.0          \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                                                           0.0          \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                                                           0.0          \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                                                           0.0          \n",
       "\n",
       "                                                                                              \\\n",
       "                                                   Governments final consumption expenditure   \n",
       "                                                                            Defence services   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                                                  0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                                                0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                                                 0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                       0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                       0.0   \n",
       "...                                                                                      ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                                                  0.0   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                                                  0.0   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                                                  0.0   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                                                  0.0   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                                                  0.0   \n",
       "\n",
       "                                                                         \\\n",
       "                                                                          \n",
       "                                                   Educational services   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                             0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                           0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                            0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                  0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                  0.0   \n",
       "...                                                                 ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                             0.0   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                             0.0   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                             0.0   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                             0.0   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                             0.0   \n",
       "\n",
       "                                                              \\\n",
       "                                                               \n",
       "                                                   Hospitals   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                  0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                 0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...       0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...       0.0   \n",
       "...                                                      ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                  0.0   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                  0.0   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                  0.0   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                  0.0   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                  0.0   \n",
       "\n",
       "                                                                                            \\\n",
       "                                                                                             \n",
       "                                                   Nursing and residential care facilities   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                                                0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                                              0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                                               0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                     0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                     0.0   \n",
       "...                                                                                    ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                                                0.0   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                                                0.0   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                                                0.0   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                                                0.0   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                                                0.0   \n",
       "\n",
       "                                                                                         \\\n",
       "                                                                                          \n",
       "                                                   Other aboriginal government services   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                                             0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                                           0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                                            0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                  0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                  0.0   \n",
       "...                                                                                 ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                                             0.0   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                                             0.0   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                                             0.0   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                                             0.0   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                                             0.0   \n",
       "\n",
       "                                                                                                       \\\n",
       "                                                                                                        \n",
       "                                                   Other federal government services (except defence)   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                                                           0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                                                         0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                                                          0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                                0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                                0.0   \n",
       "...                                                                                               ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                                                           0.0   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                                                           0.0   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                                                           0.0   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                                                           0.0   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                                                           0.0   \n",
       "\n",
       "                                                                                        \\\n",
       "                                                                                         \n",
       "                                                   Other municipal government services   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                                            0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                                          0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                                           0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                 0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                 0.0   \n",
       "...                                                                                ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                                            0.0   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                                            0.0   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                                            0.0   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                                            0.0   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                                            0.0   \n",
       "\n",
       "                                                    ...  \\\n",
       "                                                    ...   \n",
       "                                                    ...   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)             ...   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)           ...   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)            ...   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...  ...   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...  ...   \n",
       "...                                                 ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)             ...   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)             ...   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)             ...   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)             ...   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)             ...   \n",
       "\n",
       "                                                                                     CA-YT  \\\n",
       "                                                   Household final consumption expenditure   \n",
       "                                                    Undertaking and other funeral services   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                                                0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                                              0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                                               0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                     0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                     0.0   \n",
       "...                                                                                    ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                                                0.0   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                                                0.0   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                                                0.0   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                                                0.0   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                                                0.0   \n",
       "\n",
       "                                                                         \\\n",
       "                                                                          \n",
       "                                                   University education   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                             0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                           0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                            0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                  0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                  0.0   \n",
       "...                                                                 ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                             0.0   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                             0.0   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                             0.0   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                             0.0   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                             0.0   \n",
       "\n",
       "                                                                  \\\n",
       "                                                                   \n",
       "                                                   Urban transit   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                      0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                    0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                     0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...           0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...           0.0   \n",
       "...                                                          ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                      0.0   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                      0.0   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                      0.0   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                      0.0   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                      0.0   \n",
       "\n",
       "                                                                        \\\n",
       "                                                                         \n",
       "                                                   Used motor vehicles   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                            0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                          0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                           0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                 0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                 0.0   \n",
       "...                                                                ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                            0.0   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                            0.0   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                            0.0   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                            0.0   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                            0.0   \n",
       "\n",
       "                                                                                           \\\n",
       "                                                                                            \n",
       "                                                   Veterinary and other services for pets   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                                               0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                                             0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                                              0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                    0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                    0.0   \n",
       "...                                                                                   ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                                               0.0   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                                               0.0   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                                               0.0   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                                               0.0   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                                               0.0   \n",
       "\n",
       "                                                                                         \\\n",
       "                                                                                          \n",
       "                                                   Water supply and sanitation services   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                                             0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                                           0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                                            0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                  0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                  0.0   \n",
       "...                                                                                 ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                                             0.0   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                                             0.0   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                                             0.0   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                                             0.0   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                                             0.0   \n",
       "\n",
       "                                                                    \\\n",
       "                                                                     \n",
       "                                                   Water transport   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                        0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                      0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                       0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...             0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...             0.0   \n",
       "...                                                            ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                        0.0   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                        0.0   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                        0.0   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                        0.0   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                        0.0   \n",
       "\n",
       "                                                                          \\\n",
       "                                                   International exports   \n",
       "                                                                 Exports   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                              0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                            0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                             0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                   0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                   0.0   \n",
       "...                                                                  ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                              0.0   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                              0.0   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                              0.0   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                              0.0   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                              0.0   \n",
       "\n",
       "                                                               \\\n",
       "                                                                \n",
       "                                                   Re-exports   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                   0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                 0.0   \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                  0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...        0.0   \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...        0.0   \n",
       "...                                                       ...   \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                   0.0   \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                   0.0   \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                   0.0   \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                   0.0   \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                   0.0   \n",
       "\n",
       "                                                                                                                              \n",
       "                                                   Non-profit institutions serving households' final consumption expenditure  \n",
       "                                                                                                                       NPISH  \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Air)                                                           0.0                         \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Water)                                                         0.0                         \n",
       "(CA-AB, 1,1,2,2-Tetrachloroethane, Soil)                                                          0.0                         \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                                0.0                         \n",
       "(CA-AB, 1,1-Methylenebis(4-isocyanatocyclohexan...                                                0.0                         \n",
       "...                                                                                               ...                         \n",
       "(CA-ON, Carbon dioxide - biogenic, Air)                                                           0.0                         \n",
       "(CA-PE, Carbon dioxide - biogenic, Air)                                                           0.0                         \n",
       "(CA-QC, Carbon dioxide - biogenic, Air)                                                           0.0                         \n",
       "(CA-SK, Carbon dioxide - biogenic, Air)                                                           0.0                         \n",
       "(CA-YT, Carbon dioxide - biogenic, Air)                                                           0.0                         \n",
       "\n",
       "[11295 rows x 1534 columns]"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# direct emissions from final demand\n",
    "tables.FY"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Calculations"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Basic calculations are already coded\n",
    "tables.calc()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th colspan=\"10\" halign=\"left\">CA-AB</th>\n",
       "      <th>...</th>\n",
       "      <th colspan=\"10\" halign=\"left\">CA-YT</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th colspan=\"3\" halign=\"left\">Changes in inventories</th>\n",
       "      <th colspan=\"7\" halign=\"left\">Governments final consumption expenditure</th>\n",
       "      <th>...</th>\n",
       "      <th colspan=\"7\" halign=\"left\">Household final consumption expenditure</th>\n",
       "      <th colspan=\"2\" halign=\"left\">International exports</th>\n",
       "      <th>Non-profit institutions serving households' final consumption expenditure</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th>Changes in inventories, finished goods and goods in process</th>\n",
       "      <th>Changes in inventories, raw materials and goods purchased for resale</th>\n",
       "      <th>Changes in inventories, used cars and equipment and scrap</th>\n",
       "      <th>Defence services</th>\n",
       "      <th>Educational services</th>\n",
       "      <th>Hospitals</th>\n",
       "      <th>Nursing and residential care facilities</th>\n",
       "      <th>Other aboriginal government services</th>\n",
       "      <th>Other federal government services (except defence)</th>\n",
       "      <th>Other municipal government services</th>\n",
       "      <th>...</th>\n",
       "      <th>Undertaking and other funeral services</th>\n",
       "      <th>University education</th>\n",
       "      <th>Urban transit</th>\n",
       "      <th>Used motor vehicles</th>\n",
       "      <th>Veterinary and other services for pets</th>\n",
       "      <th>Water supply and sanitation services</th>\n",
       "      <th>Water transport</th>\n",
       "      <th>Exports</th>\n",
       "      <th>Re-exports</th>\n",
       "      <th>NPISH</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Impact category</th>\n",
       "      <th>CF unit</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>Climate change, ecosystem quality, long term</th>\n",
       "      <th>PDF.m2.yr</th>\n",
       "      <td>-2.580987e+08</td>\n",
       "      <td>5.836334e+08</td>\n",
       "      <td>-3.930645e+08</td>\n",
       "      <td>2.808195e+08</td>\n",
       "      <td>1.467057e+09</td>\n",
       "      <td>1.017219e+09</td>\n",
       "      <td>1.081748e+08</td>\n",
       "      <td>4.418029e+08</td>\n",
       "      <td>4.165031e+08</td>\n",
       "      <td>2.137024e+09</td>\n",
       "      <td>...</td>\n",
       "      <td>1.666599e+05</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.060503e+05</td>\n",
       "      <td>2.175793e+06</td>\n",
       "      <td>3.260862e+05</td>\n",
       "      <td>1.583842e+06</td>\n",
       "      <td>1.370362e+04</td>\n",
       "      <td>2.462319e+07</td>\n",
       "      <td>5.807923e+06</td>\n",
       "      <td>8.380611e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Climate change, ecosystem quality, short term</th>\n",
       "      <th>PDF.m2.yr</th>\n",
       "      <td>-2.340915e+08</td>\n",
       "      <td>1.883745e+08</td>\n",
       "      <td>-1.263450e+08</td>\n",
       "      <td>8.855719e+07</td>\n",
       "      <td>4.576638e+08</td>\n",
       "      <td>3.431179e+08</td>\n",
       "      <td>3.684684e+07</td>\n",
       "      <td>1.334208e+08</td>\n",
       "      <td>1.304302e+08</td>\n",
       "      <td>6.449336e+08</td>\n",
       "      <td>...</td>\n",
       "      <td>5.574936e+04</td>\n",
       "      <td>0.0</td>\n",
       "      <td>9.893734e+04</td>\n",
       "      <td>7.041871e+05</td>\n",
       "      <td>1.119710e+05</td>\n",
       "      <td>5.061389e+05</td>\n",
       "      <td>4.355955e+03</td>\n",
       "      <td>8.426145e+06</td>\n",
       "      <td>1.961251e+06</td>\n",
       "      <td>2.706371e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Climate change, human health, long term</th>\n",
       "      <th>DALY</th>\n",
       "      <td>-1.165562e+03</td>\n",
       "      <td>2.656290e+03</td>\n",
       "      <td>-1.789137e+03</td>\n",
       "      <td>1.278325e+03</td>\n",
       "      <td>6.678522e+03</td>\n",
       "      <td>4.629131e+03</td>\n",
       "      <td>4.922570e+02</td>\n",
       "      <td>2.011492e+03</td>\n",
       "      <td>1.896020e+03</td>\n",
       "      <td>9.729731e+03</td>\n",
       "      <td>...</td>\n",
       "      <td>7.584658e-01</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.393041e+00</td>\n",
       "      <td>9.903397e+00</td>\n",
       "      <td>1.483831e+00</td>\n",
       "      <td>7.209465e+00</td>\n",
       "      <td>6.237875e-02</td>\n",
       "      <td>1.120476e+02</td>\n",
       "      <td>2.643060e+01</td>\n",
       "      <td>3.814580e+01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Climate change, human health, short term</th>\n",
       "      <th>DALY</th>\n",
       "      <td>-1.082912e+03</td>\n",
       "      <td>8.711892e+02</td>\n",
       "      <td>-5.838917e+02</td>\n",
       "      <td>4.093002e+02</td>\n",
       "      <td>2.115273e+03</td>\n",
       "      <td>1.586020e+03</td>\n",
       "      <td>1.703229e+02</td>\n",
       "      <td>6.166511e+02</td>\n",
       "      <td>6.028552e+02</td>\n",
       "      <td>2.980722e+03</td>\n",
       "      <td>...</td>\n",
       "      <td>2.576708e-01</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.572677e-01</td>\n",
       "      <td>3.254568e+00</td>\n",
       "      <td>5.175598e-01</td>\n",
       "      <td>2.339293e+00</td>\n",
       "      <td>2.013217e-02</td>\n",
       "      <td>3.894851e+01</td>\n",
       "      <td>9.064433e+00</td>\n",
       "      <td>1.250866e+01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Climate change, long term</th>\n",
       "      <th>kg CO2 eq (long)</th>\n",
       "      <td>-8.403247e+08</td>\n",
       "      <td>1.071421e+09</td>\n",
       "      <td>-6.587615e+08</td>\n",
       "      <td>4.682382e+08</td>\n",
       "      <td>2.436616e+09</td>\n",
       "      <td>1.759411e+09</td>\n",
       "      <td>1.880145e+08</td>\n",
       "      <td>7.254659e+08</td>\n",
       "      <td>6.964729e+08</td>\n",
       "      <td>3.502407e+09</td>\n",
       "      <td>...</td>\n",
       "      <td>2.845120e+05</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5.129030e+05</td>\n",
       "      <td>3.666122e+06</td>\n",
       "      <td>5.663771e+05</td>\n",
       "      <td>2.648914e+06</td>\n",
       "      <td>2.282849e+04</td>\n",
       "      <td>4.274990e+07</td>\n",
       "      <td>9.956402e+06</td>\n",
       "      <td>1.410277e+07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Climate change, short term</th>\n",
       "      <th>kg CO2 eq (short)</th>\n",
       "      <td>-1.324802e+09</td>\n",
       "      <td>1.064777e+09</td>\n",
       "      <td>-7.140088e+08</td>\n",
       "      <td>5.004425e+08</td>\n",
       "      <td>2.586228e+09</td>\n",
       "      <td>1.939266e+09</td>\n",
       "      <td>2.082575e+08</td>\n",
       "      <td>7.539051e+08</td>\n",
       "      <td>7.370710e+08</td>\n",
       "      <td>3.644238e+09</td>\n",
       "      <td>...</td>\n",
       "      <td>3.150795e+05</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5.591230e+05</td>\n",
       "      <td>3.979622e+06</td>\n",
       "      <td>6.328665e+05</td>\n",
       "      <td>2.860288e+06</td>\n",
       "      <td>2.461599e+04</td>\n",
       "      <td>4.762478e+07</td>\n",
       "      <td>1.108461e+07</td>\n",
       "      <td>1.529457e+07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"2\" valign=\"top\">Freshwater acidification</th>\n",
       "      <th>PDF.m2.yr</th>\n",
       "      <td>-2.433886e+06</td>\n",
       "      <td>6.933670e+06</td>\n",
       "      <td>-7.914879e+06</td>\n",
       "      <td>2.028699e+06</td>\n",
       "      <td>9.474110e+06</td>\n",
       "      <td>1.209796e+07</td>\n",
       "      <td>1.165553e+06</td>\n",
       "      <td>3.180702e+06</td>\n",
       "      <td>3.331136e+06</td>\n",
       "      <td>1.396193e+07</td>\n",
       "      <td>...</td>\n",
       "      <td>2.291559e+03</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.931986e+03</td>\n",
       "      <td>3.222696e+04</td>\n",
       "      <td>4.270998e+03</td>\n",
       "      <td>1.099444e+04</td>\n",
       "      <td>7.850992e+01</td>\n",
       "      <td>1.932038e+05</td>\n",
       "      <td>1.314521e+05</td>\n",
       "      <td>1.147855e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>kg SO2 eq</th>\n",
       "      <td>-2.830978e+00</td>\n",
       "      <td>8.314807e+00</td>\n",
       "      <td>-9.552938e+00</td>\n",
       "      <td>2.457694e+00</td>\n",
       "      <td>1.151795e+01</td>\n",
       "      <td>1.449319e+01</td>\n",
       "      <td>1.397272e+00</td>\n",
       "      <td>3.858520e+00</td>\n",
       "      <td>3.973125e+00</td>\n",
       "      <td>1.693027e+01</td>\n",
       "      <td>...</td>\n",
       "      <td>2.740425e-03</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.361843e-03</td>\n",
       "      <td>3.889169e-02</td>\n",
       "      <td>5.132195e-03</td>\n",
       "      <td>1.316200e-02</td>\n",
       "      <td>9.642546e-05</td>\n",
       "      <td>2.312833e-01</td>\n",
       "      <td>1.571584e-01</td>\n",
       "      <td>1.468455e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Freshwater ecotoxicity</th>\n",
       "      <th>CTUe</th>\n",
       "      <td>-1.453079e+09</td>\n",
       "      <td>1.005852e+10</td>\n",
       "      <td>-7.711973e+09</td>\n",
       "      <td>1.547157e+11</td>\n",
       "      <td>4.587568e+09</td>\n",
       "      <td>5.586560e+09</td>\n",
       "      <td>5.573129e+08</td>\n",
       "      <td>1.075229e+09</td>\n",
       "      <td>1.257813e+09</td>\n",
       "      <td>7.022356e+09</td>\n",
       "      <td>...</td>\n",
       "      <td>1.434531e+06</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8.433867e+05</td>\n",
       "      <td>2.687456e+07</td>\n",
       "      <td>2.058458e+06</td>\n",
       "      <td>4.516395e+06</td>\n",
       "      <td>4.216578e+04</td>\n",
       "      <td>8.557219e+07</td>\n",
       "      <td>9.918390e+07</td>\n",
       "      <td>3.474582e+07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Freshwater ecotoxicity, long term</th>\n",
       "      <th>PDF.m2.yr</th>\n",
       "      <td>-6.532169e+05</td>\n",
       "      <td>4.578834e+06</td>\n",
       "      <td>-3.523407e+06</td>\n",
       "      <td>8.531067e+07</td>\n",
       "      <td>2.087504e+06</td>\n",
       "      <td>2.522220e+06</td>\n",
       "      <td>2.500603e+05</td>\n",
       "      <td>4.716312e+05</td>\n",
       "      <td>5.728558e+05</td>\n",
       "      <td>3.035402e+06</td>\n",
       "      <td>...</td>\n",
       "      <td>6.522984e+02</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.804980e+02</td>\n",
       "      <td>1.227420e+04</td>\n",
       "      <td>9.320236e+02</td>\n",
       "      <td>2.047816e+03</td>\n",
       "      <td>1.916919e+01</td>\n",
       "      <td>3.857756e+04</td>\n",
       "      <td>4.526213e+04</td>\n",
       "      <td>1.573732e+04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Freshwater ecotoxicity, short term</th>\n",
       "      <th>PDF.m2.yr</th>\n",
       "      <td>-1.429544e+05</td>\n",
       "      <td>9.371851e+05</td>\n",
       "      <td>-7.024070e+05</td>\n",
       "      <td>1.025990e+05</td>\n",
       "      <td>4.287776e+05</td>\n",
       "      <td>5.396291e+05</td>\n",
       "      <td>5.540597e+04</td>\n",
       "      <td>1.177560e+05</td>\n",
       "      <td>1.167653e+05</td>\n",
       "      <td>8.144418e+05</td>\n",
       "      <td>...</td>\n",
       "      <td>1.338879e+02</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8.191166e+01</td>\n",
       "      <td>2.452726e+03</td>\n",
       "      <td>1.961081e+02</td>\n",
       "      <td>4.276224e+02</td>\n",
       "      <td>3.944694e+00</td>\n",
       "      <td>8.323739e+03</td>\n",
       "      <td>9.086845e+03</td>\n",
       "      <td>3.305795e+03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"2\" valign=\"top\">Freshwater eutrophication</th>\n",
       "      <th>PDF.m2.yr</th>\n",
       "      <td>-1.631341e+05</td>\n",
       "      <td>-2.178557e+04</td>\n",
       "      <td>-4.369361e+04</td>\n",
       "      <td>1.285144e+04</td>\n",
       "      <td>5.108721e+04</td>\n",
       "      <td>1.313827e+05</td>\n",
       "      <td>1.222405e+04</td>\n",
       "      <td>1.246575e+04</td>\n",
       "      <td>3.767601e+04</td>\n",
       "      <td>5.938904e+04</td>\n",
       "      <td>...</td>\n",
       "      <td>2.384929e+01</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.306315e+01</td>\n",
       "      <td>2.551609e+02</td>\n",
       "      <td>7.460367e+01</td>\n",
       "      <td>5.766035e+01</td>\n",
       "      <td>3.574564e-01</td>\n",
       "      <td>5.027704e+03</td>\n",
       "      <td>1.198550e+03</td>\n",
       "      <td>7.180187e+02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>kg PO4 P-lim eq</th>\n",
       "      <td>-1.431001e+04</td>\n",
       "      <td>-1.911015e+03</td>\n",
       "      <td>-3.832773e+03</td>\n",
       "      <td>1.127319e+03</td>\n",
       "      <td>4.481334e+03</td>\n",
       "      <td>1.152480e+04</td>\n",
       "      <td>1.072285e+03</td>\n",
       "      <td>1.093487e+03</td>\n",
       "      <td>3.304913e+03</td>\n",
       "      <td>5.209564e+03</td>\n",
       "      <td>...</td>\n",
       "      <td>2.092043e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.145890e+00</td>\n",
       "      <td>2.238254e+01</td>\n",
       "      <td>6.544182e+00</td>\n",
       "      <td>5.057926e+00</td>\n",
       "      <td>3.135583e-02</td>\n",
       "      <td>4.410267e+02</td>\n",
       "      <td>1.051359e+02</td>\n",
       "      <td>6.298410e+01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Human toxicity cancer</th>\n",
       "      <th>CTUh</th>\n",
       "      <td>-2.227332e+00</td>\n",
       "      <td>8.228228e+00</td>\n",
       "      <td>-1.027529e+01</td>\n",
       "      <td>1.287095e+00</td>\n",
       "      <td>5.691148e+00</td>\n",
       "      <td>6.791931e+00</td>\n",
       "      <td>7.548219e-01</td>\n",
       "      <td>1.403132e+00</td>\n",
       "      <td>1.408479e+00</td>\n",
       "      <td>9.095140e+00</td>\n",
       "      <td>...</td>\n",
       "      <td>1.704097e-03</td>\n",
       "      <td>0.0</td>\n",
       "      <td>9.805483e-04</td>\n",
       "      <td>3.292215e-02</td>\n",
       "      <td>2.741888e-03</td>\n",
       "      <td>6.387884e-03</td>\n",
       "      <td>4.721330e-05</td>\n",
       "      <td>1.072895e-01</td>\n",
       "      <td>1.451382e-01</td>\n",
       "      <td>6.018628e-02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Human toxicity cancer, long term</th>\n",
       "      <th>DALY</th>\n",
       "      <td>-1.451763e+01</td>\n",
       "      <td>4.655777e+01</td>\n",
       "      <td>-5.824482e+01</td>\n",
       "      <td>6.805394e+00</td>\n",
       "      <td>2.827847e+01</td>\n",
       "      <td>3.190904e+01</td>\n",
       "      <td>3.611891e+00</td>\n",
       "      <td>7.086118e+00</td>\n",
       "      <td>6.805233e+00</td>\n",
       "      <td>4.758314e+01</td>\n",
       "      <td>...</td>\n",
       "      <td>7.922932e-03</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5.071397e-03</td>\n",
       "      <td>1.835254e-01</td>\n",
       "      <td>1.257918e-02</td>\n",
       "      <td>3.140935e-02</td>\n",
       "      <td>2.512937e-04</td>\n",
       "      <td>4.784111e-01</td>\n",
       "      <td>7.472064e-01</td>\n",
       "      <td>2.324478e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Human toxicity cancer, short term</th>\n",
       "      <th>DALY</th>\n",
       "      <td>-1.109669e+01</td>\n",
       "      <td>4.806685e+01</td>\n",
       "      <td>-5.992107e+01</td>\n",
       "      <td>7.996197e+00</td>\n",
       "      <td>3.716973e+01</td>\n",
       "      <td>4.619816e+01</td>\n",
       "      <td>5.068561e+00</td>\n",
       "      <td>9.049905e+00</td>\n",
       "      <td>9.392280e+00</td>\n",
       "      <td>5.701097e+01</td>\n",
       "      <td>...</td>\n",
       "      <td>1.167418e-02</td>\n",
       "      <td>0.0</td>\n",
       "      <td>6.204908e-03</td>\n",
       "      <td>1.950793e-01</td>\n",
       "      <td>1.895253e-02</td>\n",
       "      <td>4.205132e-02</td>\n",
       "      <td>2.916593e-04</td>\n",
       "      <td>7.554177e-01</td>\n",
       "      <td>9.218824e-01</td>\n",
       "      <td>4.596944e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Human toxicity non-cancer</th>\n",
       "      <th>CTUh</th>\n",
       "      <td>-3.227471e+02</td>\n",
       "      <td>9.857168e+02</td>\n",
       "      <td>-1.244642e+03</td>\n",
       "      <td>1.413316e+02</td>\n",
       "      <td>5.725506e+02</td>\n",
       "      <td>6.207041e+02</td>\n",
       "      <td>7.212444e+01</td>\n",
       "      <td>1.442195e+02</td>\n",
       "      <td>1.336676e+02</td>\n",
       "      <td>9.871393e+02</td>\n",
       "      <td>...</td>\n",
       "      <td>1.501532e-01</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.050239e-01</td>\n",
       "      <td>3.835550e+00</td>\n",
       "      <td>2.477556e-01</td>\n",
       "      <td>6.410122e-01</td>\n",
       "      <td>5.203785e-03</td>\n",
       "      <td>9.603838e+00</td>\n",
       "      <td>1.521368e+01</td>\n",
       "      <td>4.657918e+00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Human toxicity non-cancer, long term</th>\n",
       "      <th>DALY</th>\n",
       "      <td>-6.946513e+02</td>\n",
       "      <td>2.113767e+03</td>\n",
       "      <td>-2.684927e+03</td>\n",
       "      <td>3.050301e+02</td>\n",
       "      <td>1.240552e+03</td>\n",
       "      <td>1.347599e+03</td>\n",
       "      <td>1.564243e+02</td>\n",
       "      <td>3.124394e+02</td>\n",
       "      <td>2.897773e+02</td>\n",
       "      <td>2.135930e+03</td>\n",
       "      <td>...</td>\n",
       "      <td>3.266149e-01</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.266541e-01</td>\n",
       "      <td>8.280939e+00</td>\n",
       "      <td>5.374488e-01</td>\n",
       "      <td>1.387748e+00</td>\n",
       "      <td>1.122413e-02</td>\n",
       "      <td>2.077098e+01</td>\n",
       "      <td>3.295543e+01</td>\n",
       "      <td>1.009641e+01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Human toxicity non-cancer, short term</th>\n",
       "      <th>DALY</th>\n",
       "      <td>-1.767659e+02</td>\n",
       "      <td>5.476684e+02</td>\n",
       "      <td>-6.756072e+02</td>\n",
       "      <td>7.656526e+01</td>\n",
       "      <td>3.053349e+02</td>\n",
       "      <td>3.283019e+02</td>\n",
       "      <td>3.831166e+01</td>\n",
       "      <td>7.695313e+01</td>\n",
       "      <td>7.112507e+01</td>\n",
       "      <td>5.293462e+02</td>\n",
       "      <td>...</td>\n",
       "      <td>7.879887e-02</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5.691033e-02</td>\n",
       "      <td>2.075045e+00</td>\n",
       "      <td>1.314913e-01</td>\n",
       "      <td>3.429851e-01</td>\n",
       "      <td>2.826085e-03</td>\n",
       "      <td>5.159386e+00</td>\n",
       "      <td>8.121499e+00</td>\n",
       "      <td>2.479972e+00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Marine acidification, long term</th>\n",
       "      <th>PDF.m2.yr</th>\n",
       "      <td>-4.690100e+07</td>\n",
       "      <td>1.287735e+08</td>\n",
       "      <td>-8.939204e+07</td>\n",
       "      <td>6.679389e+07</td>\n",
       "      <td>3.499746e+08</td>\n",
       "      <td>2.368508e+08</td>\n",
       "      <td>2.528865e+07</td>\n",
       "      <td>1.056273e+08</td>\n",
       "      <td>9.853949e+07</td>\n",
       "      <td>5.106152e+08</td>\n",
       "      <td>...</td>\n",
       "      <td>3.880886e+04</td>\n",
       "      <td>0.0</td>\n",
       "      <td>7.299429e+04</td>\n",
       "      <td>5.028665e+05</td>\n",
       "      <td>7.602223e+04</td>\n",
       "      <td>3.746768e+05</td>\n",
       "      <td>3.265438e+03</td>\n",
       "      <td>5.789144e+06</td>\n",
       "      <td>1.327441e+06</td>\n",
       "      <td>1.982012e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Marine acidification, short term</th>\n",
       "      <th>PDF.m2.yr</th>\n",
       "      <td>-5.091114e+06</td>\n",
       "      <td>1.397826e+07</td>\n",
       "      <td>-9.703199e+06</td>\n",
       "      <td>7.250595e+06</td>\n",
       "      <td>3.799041e+07</td>\n",
       "      <td>2.571048e+07</td>\n",
       "      <td>2.745116e+06</td>\n",
       "      <td>1.146606e+07</td>\n",
       "      <td>1.069666e+07</td>\n",
       "      <td>5.542821e+07</td>\n",
       "      <td>...</td>\n",
       "      <td>4.212730e+03</td>\n",
       "      <td>0.0</td>\n",
       "      <td>7.923678e+03</td>\n",
       "      <td>5.458582e+04</td>\n",
       "      <td>8.252295e+03</td>\n",
       "      <td>4.067185e+04</td>\n",
       "      <td>3.544697e+02</td>\n",
       "      <td>6.284218e+05</td>\n",
       "      <td>1.440906e+05</td>\n",
       "      <td>2.151505e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"2\" valign=\"top\">Marine eutrophication</th>\n",
       "      <th>PDF.m2.yr</th>\n",
       "      <td>-1.469829e+06</td>\n",
       "      <td>-7.177196e+05</td>\n",
       "      <td>-2.901164e+06</td>\n",
       "      <td>8.297724e+05</td>\n",
       "      <td>3.446990e+06</td>\n",
       "      <td>7.651661e+06</td>\n",
       "      <td>7.395190e+05</td>\n",
       "      <td>8.824590e+05</td>\n",
       "      <td>2.519958e+06</td>\n",
       "      <td>4.161454e+06</td>\n",
       "      <td>...</td>\n",
       "      <td>1.438423e+03</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5.858800e+02</td>\n",
       "      <td>1.489754e+04</td>\n",
       "      <td>2.956521e+03</td>\n",
       "      <td>4.755875e+03</td>\n",
       "      <td>2.492493e+01</td>\n",
       "      <td>1.799735e+05</td>\n",
       "      <td>7.531701e+04</td>\n",
       "      <td>5.491490e+04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>kg N N-lim eq</th>\n",
       "      <td>-1.175863e+05</td>\n",
       "      <td>-5.741756e+04</td>\n",
       "      <td>-2.320931e+05</td>\n",
       "      <td>6.638179e+04</td>\n",
       "      <td>2.757592e+05</td>\n",
       "      <td>6.121329e+05</td>\n",
       "      <td>5.916152e+04</td>\n",
       "      <td>7.059672e+04</td>\n",
       "      <td>2.015966e+05</td>\n",
       "      <td>3.329163e+05</td>\n",
       "      <td>...</td>\n",
       "      <td>1.150739e+02</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.687040e+01</td>\n",
       "      <td>1.191804e+03</td>\n",
       "      <td>2.365217e+02</td>\n",
       "      <td>3.804700e+02</td>\n",
       "      <td>1.993994e+00</td>\n",
       "      <td>1.439788e+04</td>\n",
       "      <td>6.025361e+03</td>\n",
       "      <td>4.393192e+03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Mineral resources use</th>\n",
       "      <th>kg deprived</th>\n",
       "      <td>5.340601e+07</td>\n",
       "      <td>2.158398e+08</td>\n",
       "      <td>-1.299201e+08</td>\n",
       "      <td>3.215444e+07</td>\n",
       "      <td>1.386381e+08</td>\n",
       "      <td>2.327410e+08</td>\n",
       "      <td>1.984184e+07</td>\n",
       "      <td>3.556619e+07</td>\n",
       "      <td>5.741769e+07</td>\n",
       "      <td>4.111324e+08</td>\n",
       "      <td>...</td>\n",
       "      <td>3.801285e+04</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.738697e+04</td>\n",
       "      <td>5.101837e+05</td>\n",
       "      <td>5.445518e+04</td>\n",
       "      <td>1.740829e+05</td>\n",
       "      <td>7.969504e+02</td>\n",
       "      <td>2.697975e+06</td>\n",
       "      <td>2.495183e+06</td>\n",
       "      <td>1.079465e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"2\" valign=\"top\">Ozone layer depletion</th>\n",
       "      <th>DALY</th>\n",
       "      <td>-7.994394e-07</td>\n",
       "      <td>1.007375e-05</td>\n",
       "      <td>-1.932774e-07</td>\n",
       "      <td>1.187920e-06</td>\n",
       "      <td>6.601327e-06</td>\n",
       "      <td>8.443833e-06</td>\n",
       "      <td>1.021233e-06</td>\n",
       "      <td>1.787514e-06</td>\n",
       "      <td>1.976442e-06</td>\n",
       "      <td>9.266580e-06</td>\n",
       "      <td>...</td>\n",
       "      <td>9.643915e-10</td>\n",
       "      <td>0.0</td>\n",
       "      <td>6.924637e-10</td>\n",
       "      <td>1.356554e-08</td>\n",
       "      <td>2.343994e-09</td>\n",
       "      <td>3.247720e-09</td>\n",
       "      <td>1.774640e-11</td>\n",
       "      <td>9.410547e-08</td>\n",
       "      <td>2.512018e-08</td>\n",
       "      <td>3.732904e-08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>kg  CFC-11 eq</th>\n",
       "      <td>-4.659509e-02</td>\n",
       "      <td>1.928494e-01</td>\n",
       "      <td>-8.064625e-03</td>\n",
       "      <td>5.868058e-02</td>\n",
       "      <td>3.406665e-01</td>\n",
       "      <td>4.124272e-01</td>\n",
       "      <td>5.016564e-02</td>\n",
       "      <td>8.937087e-02</td>\n",
       "      <td>9.893099e-02</td>\n",
       "      <td>4.738939e-01</td>\n",
       "      <td>...</td>\n",
       "      <td>4.693060e-05</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.174600e-05</td>\n",
       "      <td>6.343793e-04</td>\n",
       "      <td>9.270030e-05</td>\n",
       "      <td>1.310291e-04</td>\n",
       "      <td>6.803498e-07</td>\n",
       "      <td>3.593747e-03</td>\n",
       "      <td>1.051937e-03</td>\n",
       "      <td>1.507852e-03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"2\" valign=\"top\">Particulate matter formation</th>\n",
       "      <th>DALY</th>\n",
       "      <td>-8.388291e+02</td>\n",
       "      <td>2.748987e+03</td>\n",
       "      <td>-3.409054e+03</td>\n",
       "      <td>4.448767e+02</td>\n",
       "      <td>2.031284e+03</td>\n",
       "      <td>2.505182e+03</td>\n",
       "      <td>2.673411e+02</td>\n",
       "      <td>5.240663e+02</td>\n",
       "      <td>5.409614e+02</td>\n",
       "      <td>3.410338e+03</td>\n",
       "      <td>...</td>\n",
       "      <td>6.170991e-01</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.457891e-01</td>\n",
       "      <td>1.122995e+01</td>\n",
       "      <td>9.408989e-01</td>\n",
       "      <td>2.774093e+00</td>\n",
       "      <td>1.650991e-02</td>\n",
       "      <td>3.889054e+01</td>\n",
       "      <td>4.701053e+01</td>\n",
       "      <td>1.951533e+01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>kg PM2.5 eq</th>\n",
       "      <td>-6.990243e+05</td>\n",
       "      <td>2.290822e+06</td>\n",
       "      <td>-2.840878e+06</td>\n",
       "      <td>3.707306e+05</td>\n",
       "      <td>1.692736e+06</td>\n",
       "      <td>2.087652e+06</td>\n",
       "      <td>2.227843e+05</td>\n",
       "      <td>4.367219e+05</td>\n",
       "      <td>4.508011e+05</td>\n",
       "      <td>2.841948e+06</td>\n",
       "      <td>...</td>\n",
       "      <td>5.142493e+02</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.881576e+02</td>\n",
       "      <td>9.358291e+03</td>\n",
       "      <td>7.840824e+02</td>\n",
       "      <td>2.311744e+03</td>\n",
       "      <td>1.375826e+01</td>\n",
       "      <td>3.240879e+04</td>\n",
       "      <td>3.917544e+04</td>\n",
       "      <td>1.626278e+04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"2\" valign=\"top\">Photochemical oxidant formation</th>\n",
       "      <th>DALY</th>\n",
       "      <td>-2.677065e-02</td>\n",
       "      <td>9.729042e-02</td>\n",
       "      <td>-1.603514e-01</td>\n",
       "      <td>3.936041e-02</td>\n",
       "      <td>1.797914e-01</td>\n",
       "      <td>2.064122e-01</td>\n",
       "      <td>1.946278e-02</td>\n",
       "      <td>4.887985e-02</td>\n",
       "      <td>5.446514e-02</td>\n",
       "      <td>2.337541e-01</td>\n",
       "      <td>...</td>\n",
       "      <td>3.765145e-05</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.542264e-05</td>\n",
       "      <td>6.519231e-04</td>\n",
       "      <td>7.848341e-05</td>\n",
       "      <td>1.971998e-04</td>\n",
       "      <td>1.941365e-06</td>\n",
       "      <td>3.820482e-03</td>\n",
       "      <td>2.043259e-03</td>\n",
       "      <td>3.730686e-03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>kg NMVOC eq</th>\n",
       "      <td>-8.839217e+05</td>\n",
       "      <td>2.431033e+06</td>\n",
       "      <td>-4.075388e+06</td>\n",
       "      <td>1.017397e+06</td>\n",
       "      <td>4.646781e+06</td>\n",
       "      <td>5.338280e+06</td>\n",
       "      <td>5.037316e+05</td>\n",
       "      <td>1.259576e+06</td>\n",
       "      <td>1.408718e+06</td>\n",
       "      <td>6.013069e+06</td>\n",
       "      <td>...</td>\n",
       "      <td>9.711618e+02</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.180947e+03</td>\n",
       "      <td>1.667181e+04</td>\n",
       "      <td>2.028610e+03</td>\n",
       "      <td>5.115354e+03</td>\n",
       "      <td>5.035329e+01</td>\n",
       "      <td>9.949546e+04</td>\n",
       "      <td>5.215726e+04</td>\n",
       "      <td>9.593745e+04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"2\" valign=\"top\">Terrestrial acidification</th>\n",
       "      <th>PDF.m2.yr</th>\n",
       "      <td>-2.372092e+07</td>\n",
       "      <td>4.293870e+07</td>\n",
       "      <td>-5.644801e+07</td>\n",
       "      <td>1.471562e+07</td>\n",
       "      <td>6.741475e+07</td>\n",
       "      <td>9.306358e+07</td>\n",
       "      <td>8.817696e+06</td>\n",
       "      <td>2.199278e+07</td>\n",
       "      <td>2.619825e+07</td>\n",
       "      <td>9.763779e+07</td>\n",
       "      <td>...</td>\n",
       "      <td>1.839937e+04</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.399804e+04</td>\n",
       "      <td>2.415802e+05</td>\n",
       "      <td>3.522967e+04</td>\n",
       "      <td>9.171505e+04</td>\n",
       "      <td>5.621330e+02</td>\n",
       "      <td>1.697583e+06</td>\n",
       "      <td>9.823961e+05</td>\n",
       "      <td>9.208060e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>kg SO2 eq</th>\n",
       "      <td>-3.655685e+03</td>\n",
       "      <td>6.562644e+03</td>\n",
       "      <td>-8.632357e+03</td>\n",
       "      <td>2.249454e+03</td>\n",
       "      <td>1.029642e+04</td>\n",
       "      <td>1.426104e+04</td>\n",
       "      <td>1.350847e+03</td>\n",
       "      <td>3.358985e+03</td>\n",
       "      <td>4.018185e+03</td>\n",
       "      <td>1.491566e+04</td>\n",
       "      <td>...</td>\n",
       "      <td>2.821442e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.136462e+00</td>\n",
       "      <td>3.696634e+01</td>\n",
       "      <td>5.399843e+00</td>\n",
       "      <td>1.406678e+01</td>\n",
       "      <td>8.571287e-02</td>\n",
       "      <td>2.604886e+02</td>\n",
       "      <td>1.505469e+02</td>\n",
       "      <td>1.397297e+02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Water use</th>\n",
       "      <th>m3</th>\n",
       "      <td>-2.363510e+07</td>\n",
       "      <td>3.948049e+07</td>\n",
       "      <td>-3.045912e+06</td>\n",
       "      <td>6.645656e+06</td>\n",
       "      <td>4.097229e+07</td>\n",
       "      <td>4.026973e+07</td>\n",
       "      <td>4.167351e+06</td>\n",
       "      <td>2.650970e+07</td>\n",
       "      <td>1.359771e+07</td>\n",
       "      <td>7.294249e+07</td>\n",
       "      <td>...</td>\n",
       "      <td>6.970856e+03</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.213238e+03</td>\n",
       "      <td>7.072125e+04</td>\n",
       "      <td>2.393206e+04</td>\n",
       "      <td>3.974251e+06</td>\n",
       "      <td>2.227007e+02</td>\n",
       "      <td>1.026101e+06</td>\n",
       "      <td>1.672709e+04</td>\n",
       "      <td>2.824774e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Energy use</th>\n",
       "      <th>TJ</th>\n",
       "      <td>-3.743753e+03</td>\n",
       "      <td>1.826170e+04</td>\n",
       "      <td>-1.619366e+04</td>\n",
       "      <td>6.671440e+03</td>\n",
       "      <td>3.415396e+04</td>\n",
       "      <td>3.081578e+04</td>\n",
       "      <td>2.992412e+03</td>\n",
       "      <td>8.440086e+03</td>\n",
       "      <td>8.563689e+03</td>\n",
       "      <td>4.785183e+04</td>\n",
       "      <td>...</td>\n",
       "      <td>6.214327e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8.420452e+00</td>\n",
       "      <td>8.137973e+01</td>\n",
       "      <td>1.174504e+01</td>\n",
       "      <td>3.912888e+01</td>\n",
       "      <td>3.778584e-01</td>\n",
       "      <td>6.869163e+02</td>\n",
       "      <td>2.173005e+02</td>\n",
       "      <td>4.171225e+02</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>34 rows × 1534 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                                                                                      CA-AB  \\\n",
       "                                                                                                     Changes in inventories   \n",
       "                                                                Changes in inventories, finished goods and goods in process   \n",
       "Impact category                               CF unit                                                                         \n",
       "Climate change, ecosystem quality, long term  PDF.m2.yr                                              -2.580987e+08            \n",
       "Climate change, ecosystem quality, short term PDF.m2.yr                                              -2.340915e+08            \n",
       "Climate change, human health, long term       DALY                                                   -1.165562e+03            \n",
       "Climate change, human health, short term      DALY                                                   -1.082912e+03            \n",
       "Climate change, long term                     kg CO2 eq (long)                                       -8.403247e+08            \n",
       "Climate change, short term                    kg CO2 eq (short)                                      -1.324802e+09            \n",
       "Freshwater acidification                      PDF.m2.yr                                              -2.433886e+06            \n",
       "                                              kg SO2 eq                                              -2.830978e+00            \n",
       "Freshwater ecotoxicity                        CTUe                                                   -1.453079e+09            \n",
       "Freshwater ecotoxicity, long term             PDF.m2.yr                                              -6.532169e+05            \n",
       "Freshwater ecotoxicity, short term            PDF.m2.yr                                              -1.429544e+05            \n",
       "Freshwater eutrophication                     PDF.m2.yr                                              -1.631341e+05            \n",
       "                                              kg PO4 P-lim eq                                        -1.431001e+04            \n",
       "Human toxicity cancer                         CTUh                                                   -2.227332e+00            \n",
       "Human toxicity cancer, long term              DALY                                                   -1.451763e+01            \n",
       "Human toxicity cancer, short term             DALY                                                   -1.109669e+01            \n",
       "Human toxicity non-cancer                     CTUh                                                   -3.227471e+02            \n",
       "Human toxicity non-cancer, long term          DALY                                                   -6.946513e+02            \n",
       "Human toxicity non-cancer, short term         DALY                                                   -1.767659e+02            \n",
       "Marine acidification, long term               PDF.m2.yr                                              -4.690100e+07            \n",
       "Marine acidification, short term              PDF.m2.yr                                              -5.091114e+06            \n",
       "Marine eutrophication                         PDF.m2.yr                                              -1.469829e+06            \n",
       "                                              kg N N-lim eq                                          -1.175863e+05            \n",
       "Mineral resources use                         kg deprived                                             5.340601e+07            \n",
       "Ozone layer depletion                         DALY                                                   -7.994394e-07            \n",
       "                                              kg  CFC-11 eq                                          -4.659509e-02            \n",
       "Particulate matter formation                  DALY                                                   -8.388291e+02            \n",
       "                                              kg PM2.5 eq                                            -6.990243e+05            \n",
       "Photochemical oxidant formation               DALY                                                   -2.677065e-02            \n",
       "                                              kg NMVOC eq                                            -8.839217e+05            \n",
       "Terrestrial acidification                     PDF.m2.yr                                              -2.372092e+07            \n",
       "                                              kg SO2 eq                                              -3.655685e+03            \n",
       "Water use                                     m3                                                     -2.363510e+07            \n",
       "Energy use                                    TJ                                                     -3.743753e+03            \n",
       "\n",
       "                                                                                                                                      \\\n",
       "                                                                                                                                       \n",
       "                                                                Changes in inventories, raw materials and goods purchased for resale   \n",
       "Impact category                               CF unit                                                                                  \n",
       "Climate change, ecosystem quality, long term  PDF.m2.yr                                               5.836334e+08                     \n",
       "Climate change, ecosystem quality, short term PDF.m2.yr                                               1.883745e+08                     \n",
       "Climate change, human health, long term       DALY                                                    2.656290e+03                     \n",
       "Climate change, human health, short term      DALY                                                    8.711892e+02                     \n",
       "Climate change, long term                     kg CO2 eq (long)                                        1.071421e+09                     \n",
       "Climate change, short term                    kg CO2 eq (short)                                       1.064777e+09                     \n",
       "Freshwater acidification                      PDF.m2.yr                                               6.933670e+06                     \n",
       "                                              kg SO2 eq                                               8.314807e+00                     \n",
       "Freshwater ecotoxicity                        CTUe                                                    1.005852e+10                     \n",
       "Freshwater ecotoxicity, long term             PDF.m2.yr                                               4.578834e+06                     \n",
       "Freshwater ecotoxicity, short term            PDF.m2.yr                                               9.371851e+05                     \n",
       "Freshwater eutrophication                     PDF.m2.yr                                              -2.178557e+04                     \n",
       "                                              kg PO4 P-lim eq                                        -1.911015e+03                     \n",
       "Human toxicity cancer                         CTUh                                                    8.228228e+00                     \n",
       "Human toxicity cancer, long term              DALY                                                    4.655777e+01                     \n",
       "Human toxicity cancer, short term             DALY                                                    4.806685e+01                     \n",
       "Human toxicity non-cancer                     CTUh                                                    9.857168e+02                     \n",
       "Human toxicity non-cancer, long term          DALY                                                    2.113767e+03                     \n",
       "Human toxicity non-cancer, short term         DALY                                                    5.476684e+02                     \n",
       "Marine acidification, long term               PDF.m2.yr                                               1.287735e+08                     \n",
       "Marine acidification, short term              PDF.m2.yr                                               1.397826e+07                     \n",
       "Marine eutrophication                         PDF.m2.yr                                              -7.177196e+05                     \n",
       "                                              kg N N-lim eq                                          -5.741756e+04                     \n",
       "Mineral resources use                         kg deprived                                             2.158398e+08                     \n",
       "Ozone layer depletion                         DALY                                                    1.007375e-05                     \n",
       "                                              kg  CFC-11 eq                                           1.928494e-01                     \n",
       "Particulate matter formation                  DALY                                                    2.748987e+03                     \n",
       "                                              kg PM2.5 eq                                             2.290822e+06                     \n",
       "Photochemical oxidant formation               DALY                                                    9.729042e-02                     \n",
       "                                              kg NMVOC eq                                             2.431033e+06                     \n",
       "Terrestrial acidification                     PDF.m2.yr                                               4.293870e+07                     \n",
       "                                              kg SO2 eq                                               6.562644e+03                     \n",
       "Water use                                     m3                                                      3.948049e+07                     \n",
       "Energy use                                    TJ                                                      1.826170e+04                     \n",
       "\n",
       "                                                                                                                           \\\n",
       "                                                                                                                            \n",
       "                                                                Changes in inventories, used cars and equipment and scrap   \n",
       "Impact category                               CF unit                                                                       \n",
       "Climate change, ecosystem quality, long term  PDF.m2.yr                                              -3.930645e+08          \n",
       "Climate change, ecosystem quality, short term PDF.m2.yr                                              -1.263450e+08          \n",
       "Climate change, human health, long term       DALY                                                   -1.789137e+03          \n",
       "Climate change, human health, short term      DALY                                                   -5.838917e+02          \n",
       "Climate change, long term                     kg CO2 eq (long)                                       -6.587615e+08          \n",
       "Climate change, short term                    kg CO2 eq (short)                                      -7.140088e+08          \n",
       "Freshwater acidification                      PDF.m2.yr                                              -7.914879e+06          \n",
       "                                              kg SO2 eq                                              -9.552938e+00          \n",
       "Freshwater ecotoxicity                        CTUe                                                   -7.711973e+09          \n",
       "Freshwater ecotoxicity, long term             PDF.m2.yr                                              -3.523407e+06          \n",
       "Freshwater ecotoxicity, short term            PDF.m2.yr                                              -7.024070e+05          \n",
       "Freshwater eutrophication                     PDF.m2.yr                                              -4.369361e+04          \n",
       "                                              kg PO4 P-lim eq                                        -3.832773e+03          \n",
       "Human toxicity cancer                         CTUh                                                   -1.027529e+01          \n",
       "Human toxicity cancer, long term              DALY                                                   -5.824482e+01          \n",
       "Human toxicity cancer, short term             DALY                                                   -5.992107e+01          \n",
       "Human toxicity non-cancer                     CTUh                                                   -1.244642e+03          \n",
       "Human toxicity non-cancer, long term          DALY                                                   -2.684927e+03          \n",
       "Human toxicity non-cancer, short term         DALY                                                   -6.756072e+02          \n",
       "Marine acidification, long term               PDF.m2.yr                                              -8.939204e+07          \n",
       "Marine acidification, short term              PDF.m2.yr                                              -9.703199e+06          \n",
       "Marine eutrophication                         PDF.m2.yr                                              -2.901164e+06          \n",
       "                                              kg N N-lim eq                                          -2.320931e+05          \n",
       "Mineral resources use                         kg deprived                                            -1.299201e+08          \n",
       "Ozone layer depletion                         DALY                                                   -1.932774e-07          \n",
       "                                              kg  CFC-11 eq                                          -8.064625e-03          \n",
       "Particulate matter formation                  DALY                                                   -3.409054e+03          \n",
       "                                              kg PM2.5 eq                                            -2.840878e+06          \n",
       "Photochemical oxidant formation               DALY                                                   -1.603514e-01          \n",
       "                                              kg NMVOC eq                                            -4.075388e+06          \n",
       "Terrestrial acidification                     PDF.m2.yr                                              -5.644801e+07          \n",
       "                                              kg SO2 eq                                              -8.632357e+03          \n",
       "Water use                                     m3                                                     -3.045912e+06          \n",
       "Energy use                                    TJ                                                     -1.619366e+04          \n",
       "\n",
       "                                                                                                           \\\n",
       "                                                                Governments final consumption expenditure   \n",
       "                                                                                         Defence services   \n",
       "Impact category                               CF unit                                                       \n",
       "Climate change, ecosystem quality, long term  PDF.m2.yr                                      2.808195e+08   \n",
       "Climate change, ecosystem quality, short term PDF.m2.yr                                      8.855719e+07   \n",
       "Climate change, human health, long term       DALY                                           1.278325e+03   \n",
       "Climate change, human health, short term      DALY                                           4.093002e+02   \n",
       "Climate change, long term                     kg CO2 eq (long)                               4.682382e+08   \n",
       "Climate change, short term                    kg CO2 eq (short)                              5.004425e+08   \n",
       "Freshwater acidification                      PDF.m2.yr                                      2.028699e+06   \n",
       "                                              kg SO2 eq                                      2.457694e+00   \n",
       "Freshwater ecotoxicity                        CTUe                                           1.547157e+11   \n",
       "Freshwater ecotoxicity, long term             PDF.m2.yr                                      8.531067e+07   \n",
       "Freshwater ecotoxicity, short term            PDF.m2.yr                                      1.025990e+05   \n",
       "Freshwater eutrophication                     PDF.m2.yr                                      1.285144e+04   \n",
       "                                              kg PO4 P-lim eq                                1.127319e+03   \n",
       "Human toxicity cancer                         CTUh                                           1.287095e+00   \n",
       "Human toxicity cancer, long term              DALY                                           6.805394e+00   \n",
       "Human toxicity cancer, short term             DALY                                           7.996197e+00   \n",
       "Human toxicity non-cancer                     CTUh                                           1.413316e+02   \n",
       "Human toxicity non-cancer, long term          DALY                                           3.050301e+02   \n",
       "Human toxicity non-cancer, short term         DALY                                           7.656526e+01   \n",
       "Marine acidification, long term               PDF.m2.yr                                      6.679389e+07   \n",
       "Marine acidification, short term              PDF.m2.yr                                      7.250595e+06   \n",
       "Marine eutrophication                         PDF.m2.yr                                      8.297724e+05   \n",
       "                                              kg N N-lim eq                                  6.638179e+04   \n",
       "Mineral resources use                         kg deprived                                    3.215444e+07   \n",
       "Ozone layer depletion                         DALY                                           1.187920e-06   \n",
       "                                              kg  CFC-11 eq                                  5.868058e-02   \n",
       "Particulate matter formation                  DALY                                           4.448767e+02   \n",
       "                                              kg PM2.5 eq                                    3.707306e+05   \n",
       "Photochemical oxidant formation               DALY                                           3.936041e-02   \n",
       "                                              kg NMVOC eq                                    1.017397e+06   \n",
       "Terrestrial acidification                     PDF.m2.yr                                      1.471562e+07   \n",
       "                                              kg SO2 eq                                      2.249454e+03   \n",
       "Water use                                     m3                                             6.645656e+06   \n",
       "Energy use                                    TJ                                             6.671440e+03   \n",
       "\n",
       "                                                                                      \\\n",
       "                                                                                       \n",
       "                                                                Educational services   \n",
       "Impact category                               CF unit                                  \n",
       "Climate change, ecosystem quality, long term  PDF.m2.yr                 1.467057e+09   \n",
       "Climate change, ecosystem quality, short term PDF.m2.yr                 4.576638e+08   \n",
       "Climate change, human health, long term       DALY                      6.678522e+03   \n",
       "Climate change, human health, short term      DALY                      2.115273e+03   \n",
       "Climate change, long term                     kg CO2 eq (long)          2.436616e+09   \n",
       "Climate change, short term                    kg CO2 eq (short)         2.586228e+09   \n",
       "Freshwater acidification                      PDF.m2.yr                 9.474110e+06   \n",
       "                                              kg SO2 eq                 1.151795e+01   \n",
       "Freshwater ecotoxicity                        CTUe                      4.587568e+09   \n",
       "Freshwater ecotoxicity, long term             PDF.m2.yr                 2.087504e+06   \n",
       "Freshwater ecotoxicity, short term            PDF.m2.yr                 4.287776e+05   \n",
       "Freshwater eutrophication                     PDF.m2.yr                 5.108721e+04   \n",
       "                                              kg PO4 P-lim eq           4.481334e+03   \n",
       "Human toxicity cancer                         CTUh                      5.691148e+00   \n",
       "Human toxicity cancer, long term              DALY                      2.827847e+01   \n",
       "Human toxicity cancer, short term             DALY                      3.716973e+01   \n",
       "Human toxicity non-cancer                     CTUh                      5.725506e+02   \n",
       "Human toxicity non-cancer, long term          DALY                      1.240552e+03   \n",
       "Human toxicity non-cancer, short term         DALY                      3.053349e+02   \n",
       "Marine acidification, long term               PDF.m2.yr                 3.499746e+08   \n",
       "Marine acidification, short term              PDF.m2.yr                 3.799041e+07   \n",
       "Marine eutrophication                         PDF.m2.yr                 3.446990e+06   \n",
       "                                              kg N N-lim eq             2.757592e+05   \n",
       "Mineral resources use                         kg deprived               1.386381e+08   \n",
       "Ozone layer depletion                         DALY                      6.601327e-06   \n",
       "                                              kg  CFC-11 eq             3.406665e-01   \n",
       "Particulate matter formation                  DALY                      2.031284e+03   \n",
       "                                              kg PM2.5 eq               1.692736e+06   \n",
       "Photochemical oxidant formation               DALY                      1.797914e-01   \n",
       "                                              kg NMVOC eq               4.646781e+06   \n",
       "Terrestrial acidification                     PDF.m2.yr                 6.741475e+07   \n",
       "                                              kg SO2 eq                 1.029642e+04   \n",
       "Water use                                     m3                        4.097229e+07   \n",
       "Energy use                                    TJ                        3.415396e+04   \n",
       "\n",
       "                                                                               \\\n",
       "                                                                                \n",
       "                                                                    Hospitals   \n",
       "Impact category                               CF unit                           \n",
       "Climate change, ecosystem quality, long term  PDF.m2.yr          1.017219e+09   \n",
       "Climate change, ecosystem quality, short term PDF.m2.yr          3.431179e+08   \n",
       "Climate change, human health, long term       DALY               4.629131e+03   \n",
       "Climate change, human health, short term      DALY               1.586020e+03   \n",
       "Climate change, long term                     kg CO2 eq (long)   1.759411e+09   \n",
       "Climate change, short term                    kg CO2 eq (short)  1.939266e+09   \n",
       "Freshwater acidification                      PDF.m2.yr          1.209796e+07   \n",
       "                                              kg SO2 eq          1.449319e+01   \n",
       "Freshwater ecotoxicity                        CTUe               5.586560e+09   \n",
       "Freshwater ecotoxicity, long term             PDF.m2.yr          2.522220e+06   \n",
       "Freshwater ecotoxicity, short term            PDF.m2.yr          5.396291e+05   \n",
       "Freshwater eutrophication                     PDF.m2.yr          1.313827e+05   \n",
       "                                              kg PO4 P-lim eq    1.152480e+04   \n",
       "Human toxicity cancer                         CTUh               6.791931e+00   \n",
       "Human toxicity cancer, long term              DALY               3.190904e+01   \n",
       "Human toxicity cancer, short term             DALY               4.619816e+01   \n",
       "Human toxicity non-cancer                     CTUh               6.207041e+02   \n",
       "Human toxicity non-cancer, long term          DALY               1.347599e+03   \n",
       "Human toxicity non-cancer, short term         DALY               3.283019e+02   \n",
       "Marine acidification, long term               PDF.m2.yr          2.368508e+08   \n",
       "Marine acidification, short term              PDF.m2.yr          2.571048e+07   \n",
       "Marine eutrophication                         PDF.m2.yr          7.651661e+06   \n",
       "                                              kg N N-lim eq      6.121329e+05   \n",
       "Mineral resources use                         kg deprived        2.327410e+08   \n",
       "Ozone layer depletion                         DALY               8.443833e-06   \n",
       "                                              kg  CFC-11 eq      4.124272e-01   \n",
       "Particulate matter formation                  DALY               2.505182e+03   \n",
       "                                              kg PM2.5 eq        2.087652e+06   \n",
       "Photochemical oxidant formation               DALY               2.064122e-01   \n",
       "                                              kg NMVOC eq        5.338280e+06   \n",
       "Terrestrial acidification                     PDF.m2.yr          9.306358e+07   \n",
       "                                              kg SO2 eq          1.426104e+04   \n",
       "Water use                                     m3                 4.026973e+07   \n",
       "Energy use                                    TJ                 3.081578e+04   \n",
       "\n",
       "                                                                                                         \\\n",
       "                                                                                                          \n",
       "                                                                Nursing and residential care facilities   \n",
       "Impact category                               CF unit                                                     \n",
       "Climate change, ecosystem quality, long term  PDF.m2.yr                                    1.081748e+08   \n",
       "Climate change, ecosystem quality, short term PDF.m2.yr                                    3.684684e+07   \n",
       "Climate change, human health, long term       DALY                                         4.922570e+02   \n",
       "Climate change, human health, short term      DALY                                         1.703229e+02   \n",
       "Climate change, long term                     kg CO2 eq (long)                             1.880145e+08   \n",
       "Climate change, short term                    kg CO2 eq (short)                            2.082575e+08   \n",
       "Freshwater acidification                      PDF.m2.yr                                    1.165553e+06   \n",
       "                                              kg SO2 eq                                    1.397272e+00   \n",
       "Freshwater ecotoxicity                        CTUe                                         5.573129e+08   \n",
       "Freshwater ecotoxicity, long term             PDF.m2.yr                                    2.500603e+05   \n",
       "Freshwater ecotoxicity, short term            PDF.m2.yr                                    5.540597e+04   \n",
       "Freshwater eutrophication                     PDF.m2.yr                                    1.222405e+04   \n",
       "                                              kg PO4 P-lim eq                              1.072285e+03   \n",
       "Human toxicity cancer                         CTUh                                         7.548219e-01   \n",
       "Human toxicity cancer, long term              DALY                                         3.611891e+00   \n",
       "Human toxicity cancer, short term             DALY                                         5.068561e+00   \n",
       "Human toxicity non-cancer                     CTUh                                         7.212444e+01   \n",
       "Human toxicity non-cancer, long term          DALY                                         1.564243e+02   \n",
       "Human toxicity non-cancer, short term         DALY                                         3.831166e+01   \n",
       "Marine acidification, long term               PDF.m2.yr                                    2.528865e+07   \n",
       "Marine acidification, short term              PDF.m2.yr                                    2.745116e+06   \n",
       "Marine eutrophication                         PDF.m2.yr                                    7.395190e+05   \n",
       "                                              kg N N-lim eq                                5.916152e+04   \n",
       "Mineral resources use                         kg deprived                                  1.984184e+07   \n",
       "Ozone layer depletion                         DALY                                         1.021233e-06   \n",
       "                                              kg  CFC-11 eq                                5.016564e-02   \n",
       "Particulate matter formation                  DALY                                         2.673411e+02   \n",
       "                                              kg PM2.5 eq                                  2.227843e+05   \n",
       "Photochemical oxidant formation               DALY                                         1.946278e-02   \n",
       "                                              kg NMVOC eq                                  5.037316e+05   \n",
       "Terrestrial acidification                     PDF.m2.yr                                    8.817696e+06   \n",
       "                                              kg SO2 eq                                    1.350847e+03   \n",
       "Water use                                     m3                                           4.167351e+06   \n",
       "Energy use                                    TJ                                           2.992412e+03   \n",
       "\n",
       "                                                                                                      \\\n",
       "                                                                                                       \n",
       "                                                                Other aboriginal government services   \n",
       "Impact category                               CF unit                                                  \n",
       "Climate change, ecosystem quality, long term  PDF.m2.yr                                 4.418029e+08   \n",
       "Climate change, ecosystem quality, short term PDF.m2.yr                                 1.334208e+08   \n",
       "Climate change, human health, long term       DALY                                      2.011492e+03   \n",
       "Climate change, human health, short term      DALY                                      6.166511e+02   \n",
       "Climate change, long term                     kg CO2 eq (long)                          7.254659e+08   \n",
       "Climate change, short term                    kg CO2 eq (short)                         7.539051e+08   \n",
       "Freshwater acidification                      PDF.m2.yr                                 3.180702e+06   \n",
       "                                              kg SO2 eq                                 3.858520e+00   \n",
       "Freshwater ecotoxicity                        CTUe                                      1.075229e+09   \n",
       "Freshwater ecotoxicity, long term             PDF.m2.yr                                 4.716312e+05   \n",
       "Freshwater ecotoxicity, short term            PDF.m2.yr                                 1.177560e+05   \n",
       "Freshwater eutrophication                     PDF.m2.yr                                 1.246575e+04   \n",
       "                                              kg PO4 P-lim eq                           1.093487e+03   \n",
       "Human toxicity cancer                         CTUh                                      1.403132e+00   \n",
       "Human toxicity cancer, long term              DALY                                      7.086118e+00   \n",
       "Human toxicity cancer, short term             DALY                                      9.049905e+00   \n",
       "Human toxicity non-cancer                     CTUh                                      1.442195e+02   \n",
       "Human toxicity non-cancer, long term          DALY                                      3.124394e+02   \n",
       "Human toxicity non-cancer, short term         DALY                                      7.695313e+01   \n",
       "Marine acidification, long term               PDF.m2.yr                                 1.056273e+08   \n",
       "Marine acidification, short term              PDF.m2.yr                                 1.146606e+07   \n",
       "Marine eutrophication                         PDF.m2.yr                                 8.824590e+05   \n",
       "                                              kg N N-lim eq                             7.059672e+04   \n",
       "Mineral resources use                         kg deprived                               3.556619e+07   \n",
       "Ozone layer depletion                         DALY                                      1.787514e-06   \n",
       "                                              kg  CFC-11 eq                             8.937087e-02   \n",
       "Particulate matter formation                  DALY                                      5.240663e+02   \n",
       "                                              kg PM2.5 eq                               4.367219e+05   \n",
       "Photochemical oxidant formation               DALY                                      4.887985e-02   \n",
       "                                              kg NMVOC eq                               1.259576e+06   \n",
       "Terrestrial acidification                     PDF.m2.yr                                 2.199278e+07   \n",
       "                                              kg SO2 eq                                 3.358985e+03   \n",
       "Water use                                     m3                                        2.650970e+07   \n",
       "Energy use                                    TJ                                        8.440086e+03   \n",
       "\n",
       "                                                                                                                    \\\n",
       "                                                                                                                     \n",
       "                                                                Other federal government services (except defence)   \n",
       "Impact category                               CF unit                                                                \n",
       "Climate change, ecosystem quality, long term  PDF.m2.yr                                               4.165031e+08   \n",
       "Climate change, ecosystem quality, short term PDF.m2.yr                                               1.304302e+08   \n",
       "Climate change, human health, long term       DALY                                                    1.896020e+03   \n",
       "Climate change, human health, short term      DALY                                                    6.028552e+02   \n",
       "Climate change, long term                     kg CO2 eq (long)                                        6.964729e+08   \n",
       "Climate change, short term                    kg CO2 eq (short)                                       7.370710e+08   \n",
       "Freshwater acidification                      PDF.m2.yr                                               3.331136e+06   \n",
       "                                              kg SO2 eq                                               3.973125e+00   \n",
       "Freshwater ecotoxicity                        CTUe                                                    1.257813e+09   \n",
       "Freshwater ecotoxicity, long term             PDF.m2.yr                                               5.728558e+05   \n",
       "Freshwater ecotoxicity, short term            PDF.m2.yr                                               1.167653e+05   \n",
       "Freshwater eutrophication                     PDF.m2.yr                                               3.767601e+04   \n",
       "                                              kg PO4 P-lim eq                                         3.304913e+03   \n",
       "Human toxicity cancer                         CTUh                                                    1.408479e+00   \n",
       "Human toxicity cancer, long term              DALY                                                    6.805233e+00   \n",
       "Human toxicity cancer, short term             DALY                                                    9.392280e+00   \n",
       "Human toxicity non-cancer                     CTUh                                                    1.336676e+02   \n",
       "Human toxicity non-cancer, long term          DALY                                                    2.897773e+02   \n",
       "Human toxicity non-cancer, short term         DALY                                                    7.112507e+01   \n",
       "Marine acidification, long term               PDF.m2.yr                                               9.853949e+07   \n",
       "Marine acidification, short term              PDF.m2.yr                                               1.069666e+07   \n",
       "Marine eutrophication                         PDF.m2.yr                                               2.519958e+06   \n",
       "                                              kg N N-lim eq                                           2.015966e+05   \n",
       "Mineral resources use                         kg deprived                                             5.741769e+07   \n",
       "Ozone layer depletion                         DALY                                                    1.976442e-06   \n",
       "                                              kg  CFC-11 eq                                           9.893099e-02   \n",
       "Particulate matter formation                  DALY                                                    5.409614e+02   \n",
       "                                              kg PM2.5 eq                                             4.508011e+05   \n",
       "Photochemical oxidant formation               DALY                                                    5.446514e-02   \n",
       "                                              kg NMVOC eq                                             1.408718e+06   \n",
       "Terrestrial acidification                     PDF.m2.yr                                               2.619825e+07   \n",
       "                                              kg SO2 eq                                               4.018185e+03   \n",
       "Water use                                     m3                                                      1.359771e+07   \n",
       "Energy use                                    TJ                                                      8.563689e+03   \n",
       "\n",
       "                                                                                                     \\\n",
       "                                                                                                      \n",
       "                                                                Other municipal government services   \n",
       "Impact category                               CF unit                                                 \n",
       "Climate change, ecosystem quality, long term  PDF.m2.yr                                2.137024e+09   \n",
       "Climate change, ecosystem quality, short term PDF.m2.yr                                6.449336e+08   \n",
       "Climate change, human health, long term       DALY                                     9.729731e+03   \n",
       "Climate change, human health, short term      DALY                                     2.980722e+03   \n",
       "Climate change, long term                     kg CO2 eq (long)                         3.502407e+09   \n",
       "Climate change, short term                    kg CO2 eq (short)                        3.644238e+09   \n",
       "Freshwater acidification                      PDF.m2.yr                                1.396193e+07   \n",
       "                                              kg SO2 eq                                1.693027e+01   \n",
       "Freshwater ecotoxicity                        CTUe                                     7.022356e+09   \n",
       "Freshwater ecotoxicity, long term             PDF.m2.yr                                3.035402e+06   \n",
       "Freshwater ecotoxicity, short term            PDF.m2.yr                                8.144418e+05   \n",
       "Freshwater eutrophication                     PDF.m2.yr                                5.938904e+04   \n",
       "                                              kg PO4 P-lim eq                          5.209564e+03   \n",
       "Human toxicity cancer                         CTUh                                     9.095140e+00   \n",
       "Human toxicity cancer, long term              DALY                                     4.758314e+01   \n",
       "Human toxicity cancer, short term             DALY                                     5.701097e+01   \n",
       "Human toxicity non-cancer                     CTUh                                     9.871393e+02   \n",
       "Human toxicity non-cancer, long term          DALY                                     2.135930e+03   \n",
       "Human toxicity non-cancer, short term         DALY                                     5.293462e+02   \n",
       "Marine acidification, long term               PDF.m2.yr                                5.106152e+08   \n",
       "Marine acidification, short term              PDF.m2.yr                                5.542821e+07   \n",
       "Marine eutrophication                         PDF.m2.yr                                4.161454e+06   \n",
       "                                              kg N N-lim eq                            3.329163e+05   \n",
       "Mineral resources use                         kg deprived                              4.111324e+08   \n",
       "Ozone layer depletion                         DALY                                     9.266580e-06   \n",
       "                                              kg  CFC-11 eq                            4.738939e-01   \n",
       "Particulate matter formation                  DALY                                     3.410338e+03   \n",
       "                                              kg PM2.5 eq                              2.841948e+06   \n",
       "Photochemical oxidant formation               DALY                                     2.337541e-01   \n",
       "                                              kg NMVOC eq                              6.013069e+06   \n",
       "Terrestrial acidification                     PDF.m2.yr                                9.763779e+07   \n",
       "                                              kg SO2 eq                                1.491566e+04   \n",
       "Water use                                     m3                                       7.294249e+07   \n",
       "Energy use                                    TJ                                       4.785183e+04   \n",
       "\n",
       "                                                                 ...  \\\n",
       "                                                                 ...   \n",
       "                                                                 ...   \n",
       "Impact category                               CF unit            ...   \n",
       "Climate change, ecosystem quality, long term  PDF.m2.yr          ...   \n",
       "Climate change, ecosystem quality, short term PDF.m2.yr          ...   \n",
       "Climate change, human health, long term       DALY               ...   \n",
       "Climate change, human health, short term      DALY               ...   \n",
       "Climate change, long term                     kg CO2 eq (long)   ...   \n",
       "Climate change, short term                    kg CO2 eq (short)  ...   \n",
       "Freshwater acidification                      PDF.m2.yr          ...   \n",
       "                                              kg SO2 eq          ...   \n",
       "Freshwater ecotoxicity                        CTUe               ...   \n",
       "Freshwater ecotoxicity, long term             PDF.m2.yr          ...   \n",
       "Freshwater ecotoxicity, short term            PDF.m2.yr          ...   \n",
       "Freshwater eutrophication                     PDF.m2.yr          ...   \n",
       "                                              kg PO4 P-lim eq    ...   \n",
       "Human toxicity cancer                         CTUh               ...   \n",
       "Human toxicity cancer, long term              DALY               ...   \n",
       "Human toxicity cancer, short term             DALY               ...   \n",
       "Human toxicity non-cancer                     CTUh               ...   \n",
       "Human toxicity non-cancer, long term          DALY               ...   \n",
       "Human toxicity non-cancer, short term         DALY               ...   \n",
       "Marine acidification, long term               PDF.m2.yr          ...   \n",
       "Marine acidification, short term              PDF.m2.yr          ...   \n",
       "Marine eutrophication                         PDF.m2.yr          ...   \n",
       "                                              kg N N-lim eq      ...   \n",
       "Mineral resources use                         kg deprived        ...   \n",
       "Ozone layer depletion                         DALY               ...   \n",
       "                                              kg  CFC-11 eq      ...   \n",
       "Particulate matter formation                  DALY               ...   \n",
       "                                              kg PM2.5 eq        ...   \n",
       "Photochemical oxidant formation               DALY               ...   \n",
       "                                              kg NMVOC eq        ...   \n",
       "Terrestrial acidification                     PDF.m2.yr          ...   \n",
       "                                              kg SO2 eq          ...   \n",
       "Water use                                     m3                 ...   \n",
       "Energy use                                    TJ                 ...   \n",
       "\n",
       "                                                                                                  CA-YT  \\\n",
       "                                                                Household final consumption expenditure   \n",
       "                                                                 Undertaking and other funeral services   \n",
       "Impact category                               CF unit                                                     \n",
       "Climate change, ecosystem quality, long term  PDF.m2.yr                                    1.666599e+05   \n",
       "Climate change, ecosystem quality, short term PDF.m2.yr                                    5.574936e+04   \n",
       "Climate change, human health, long term       DALY                                         7.584658e-01   \n",
       "Climate change, human health, short term      DALY                                         2.576708e-01   \n",
       "Climate change, long term                     kg CO2 eq (long)                             2.845120e+05   \n",
       "Climate change, short term                    kg CO2 eq (short)                            3.150795e+05   \n",
       "Freshwater acidification                      PDF.m2.yr                                    2.291559e+03   \n",
       "                                              kg SO2 eq                                    2.740425e-03   \n",
       "Freshwater ecotoxicity                        CTUe                                         1.434531e+06   \n",
       "Freshwater ecotoxicity, long term             PDF.m2.yr                                    6.522984e+02   \n",
       "Freshwater ecotoxicity, short term            PDF.m2.yr                                    1.338879e+02   \n",
       "Freshwater eutrophication                     PDF.m2.yr                                    2.384929e+01   \n",
       "                                              kg PO4 P-lim eq                              2.092043e+00   \n",
       "Human toxicity cancer                         CTUh                                         1.704097e-03   \n",
       "Human toxicity cancer, long term              DALY                                         7.922932e-03   \n",
       "Human toxicity cancer, short term             DALY                                         1.167418e-02   \n",
       "Human toxicity non-cancer                     CTUh                                         1.501532e-01   \n",
       "Human toxicity non-cancer, long term          DALY                                         3.266149e-01   \n",
       "Human toxicity non-cancer, short term         DALY                                         7.879887e-02   \n",
       "Marine acidification, long term               PDF.m2.yr                                    3.880886e+04   \n",
       "Marine acidification, short term              PDF.m2.yr                                    4.212730e+03   \n",
       "Marine eutrophication                         PDF.m2.yr                                    1.438423e+03   \n",
       "                                              kg N N-lim eq                                1.150739e+02   \n",
       "Mineral resources use                         kg deprived                                  3.801285e+04   \n",
       "Ozone layer depletion                         DALY                                         9.643915e-10   \n",
       "                                              kg  CFC-11 eq                                4.693060e-05   \n",
       "Particulate matter formation                  DALY                                         6.170991e-01   \n",
       "                                              kg PM2.5 eq                                  5.142493e+02   \n",
       "Photochemical oxidant formation               DALY                                         3.765145e-05   \n",
       "                                              kg NMVOC eq                                  9.711618e+02   \n",
       "Terrestrial acidification                     PDF.m2.yr                                    1.839937e+04   \n",
       "                                              kg SO2 eq                                    2.821442e+00   \n",
       "Water use                                     m3                                           6.970856e+03   \n",
       "Energy use                                    TJ                                           6.214327e+00   \n",
       "\n",
       "                                                                                      \\\n",
       "                                                                                       \n",
       "                                                                University education   \n",
       "Impact category                               CF unit                                  \n",
       "Climate change, ecosystem quality, long term  PDF.m2.yr                          0.0   \n",
       "Climate change, ecosystem quality, short term PDF.m2.yr                          0.0   \n",
       "Climate change, human health, long term       DALY                               0.0   \n",
       "Climate change, human health, short term      DALY                               0.0   \n",
       "Climate change, long term                     kg CO2 eq (long)                   0.0   \n",
       "Climate change, short term                    kg CO2 eq (short)                  0.0   \n",
       "Freshwater acidification                      PDF.m2.yr                          0.0   \n",
       "                                              kg SO2 eq                          0.0   \n",
       "Freshwater ecotoxicity                        CTUe                               0.0   \n",
       "Freshwater ecotoxicity, long term             PDF.m2.yr                          0.0   \n",
       "Freshwater ecotoxicity, short term            PDF.m2.yr                          0.0   \n",
       "Freshwater eutrophication                     PDF.m2.yr                          0.0   \n",
       "                                              kg PO4 P-lim eq                    0.0   \n",
       "Human toxicity cancer                         CTUh                               0.0   \n",
       "Human toxicity cancer, long term              DALY                               0.0   \n",
       "Human toxicity cancer, short term             DALY                               0.0   \n",
       "Human toxicity non-cancer                     CTUh                               0.0   \n",
       "Human toxicity non-cancer, long term          DALY                               0.0   \n",
       "Human toxicity non-cancer, short term         DALY                               0.0   \n",
       "Marine acidification, long term               PDF.m2.yr                          0.0   \n",
       "Marine acidification, short term              PDF.m2.yr                          0.0   \n",
       "Marine eutrophication                         PDF.m2.yr                          0.0   \n",
       "                                              kg N N-lim eq                      0.0   \n",
       "Mineral resources use                         kg deprived                        0.0   \n",
       "Ozone layer depletion                         DALY                               0.0   \n",
       "                                              kg  CFC-11 eq                      0.0   \n",
       "Particulate matter formation                  DALY                               0.0   \n",
       "                                              kg PM2.5 eq                        0.0   \n",
       "Photochemical oxidant formation               DALY                               0.0   \n",
       "                                              kg NMVOC eq                        0.0   \n",
       "Terrestrial acidification                     PDF.m2.yr                          0.0   \n",
       "                                              kg SO2 eq                          0.0   \n",
       "Water use                                     m3                                 0.0   \n",
       "Energy use                                    TJ                                 0.0   \n",
       "\n",
       "                                                                               \\\n",
       "                                                                                \n",
       "                                                                Urban transit   \n",
       "Impact category                               CF unit                           \n",
       "Climate change, ecosystem quality, long term  PDF.m2.yr          3.060503e+05   \n",
       "Climate change, ecosystem quality, short term PDF.m2.yr          9.893734e+04   \n",
       "Climate change, human health, long term       DALY               1.393041e+00   \n",
       "Climate change, human health, short term      DALY               4.572677e-01   \n",
       "Climate change, long term                     kg CO2 eq (long)   5.129030e+05   \n",
       "Climate change, short term                    kg CO2 eq (short)  5.591230e+05   \n",
       "Freshwater acidification                      PDF.m2.yr          1.931986e+03   \n",
       "                                              kg SO2 eq          2.361843e-03   \n",
       "Freshwater ecotoxicity                        CTUe               8.433867e+05   \n",
       "Freshwater ecotoxicity, long term             PDF.m2.yr          3.804980e+02   \n",
       "Freshwater ecotoxicity, short term            PDF.m2.yr          8.191166e+01   \n",
       "Freshwater eutrophication                     PDF.m2.yr          1.306315e+01   \n",
       "                                              kg PO4 P-lim eq    1.145890e+00   \n",
       "Human toxicity cancer                         CTUh               9.805483e-04   \n",
       "Human toxicity cancer, long term              DALY               5.071397e-03   \n",
       "Human toxicity cancer, short term             DALY               6.204908e-03   \n",
       "Human toxicity non-cancer                     CTUh               1.050239e-01   \n",
       "Human toxicity non-cancer, long term          DALY               2.266541e-01   \n",
       "Human toxicity non-cancer, short term         DALY               5.691033e-02   \n",
       "Marine acidification, long term               PDF.m2.yr          7.299429e+04   \n",
       "Marine acidification, short term              PDF.m2.yr          7.923678e+03   \n",
       "Marine eutrophication                         PDF.m2.yr          5.858800e+02   \n",
       "                                              kg N N-lim eq      4.687040e+01   \n",
       "Mineral resources use                         kg deprived        1.738697e+04   \n",
       "Ozone layer depletion                         DALY               6.924637e-10   \n",
       "                                              kg  CFC-11 eq      2.174600e-05   \n",
       "Particulate matter formation                  DALY               3.457891e-01   \n",
       "                                              kg PM2.5 eq        2.881576e+02   \n",
       "Photochemical oxidant formation               DALY               4.542264e-05   \n",
       "                                              kg NMVOC eq        1.180947e+03   \n",
       "Terrestrial acidification                     PDF.m2.yr          1.399804e+04   \n",
       "                                              kg SO2 eq          2.136462e+00   \n",
       "Water use                                     m3                 4.213238e+03   \n",
       "Energy use                                    TJ                 8.420452e+00   \n",
       "\n",
       "                                                                                     \\\n",
       "                                                                                      \n",
       "                                                                Used motor vehicles   \n",
       "Impact category                               CF unit                                 \n",
       "Climate change, ecosystem quality, long term  PDF.m2.yr                2.175793e+06   \n",
       "Climate change, ecosystem quality, short term PDF.m2.yr                7.041871e+05   \n",
       "Climate change, human health, long term       DALY                     9.903397e+00   \n",
       "Climate change, human health, short term      DALY                     3.254568e+00   \n",
       "Climate change, long term                     kg CO2 eq (long)         3.666122e+06   \n",
       "Climate change, short term                    kg CO2 eq (short)        3.979622e+06   \n",
       "Freshwater acidification                      PDF.m2.yr                3.222696e+04   \n",
       "                                              kg SO2 eq                3.889169e-02   \n",
       "Freshwater ecotoxicity                        CTUe                     2.687456e+07   \n",
       "Freshwater ecotoxicity, long term             PDF.m2.yr                1.227420e+04   \n",
       "Freshwater ecotoxicity, short term            PDF.m2.yr                2.452726e+03   \n",
       "Freshwater eutrophication                     PDF.m2.yr                2.551609e+02   \n",
       "                                              kg PO4 P-lim eq          2.238254e+01   \n",
       "Human toxicity cancer                         CTUh                     3.292215e-02   \n",
       "Human toxicity cancer, long term              DALY                     1.835254e-01   \n",
       "Human toxicity cancer, short term             DALY                     1.950793e-01   \n",
       "Human toxicity non-cancer                     CTUh                     3.835550e+00   \n",
       "Human toxicity non-cancer, long term          DALY                     8.280939e+00   \n",
       "Human toxicity non-cancer, short term         DALY                     2.075045e+00   \n",
       "Marine acidification, long term               PDF.m2.yr                5.028665e+05   \n",
       "Marine acidification, short term              PDF.m2.yr                5.458582e+04   \n",
       "Marine eutrophication                         PDF.m2.yr                1.489754e+04   \n",
       "                                              kg N N-lim eq            1.191804e+03   \n",
       "Mineral resources use                         kg deprived              5.101837e+05   \n",
       "Ozone layer depletion                         DALY                     1.356554e-08   \n",
       "                                              kg  CFC-11 eq            6.343793e-04   \n",
       "Particulate matter formation                  DALY                     1.122995e+01   \n",
       "                                              kg PM2.5 eq              9.358291e+03   \n",
       "Photochemical oxidant formation               DALY                     6.519231e-04   \n",
       "                                              kg NMVOC eq              1.667181e+04   \n",
       "Terrestrial acidification                     PDF.m2.yr                2.415802e+05   \n",
       "                                              kg SO2 eq                3.696634e+01   \n",
       "Water use                                     m3                       7.072125e+04   \n",
       "Energy use                                    TJ                       8.137973e+01   \n",
       "\n",
       "                                                                                                        \\\n",
       "                                                                                                         \n",
       "                                                                Veterinary and other services for pets   \n",
       "Impact category                               CF unit                                                    \n",
       "Climate change, ecosystem quality, long term  PDF.m2.yr                                   3.260862e+05   \n",
       "Climate change, ecosystem quality, short term PDF.m2.yr                                   1.119710e+05   \n",
       "Climate change, human health, long term       DALY                                        1.483831e+00   \n",
       "Climate change, human health, short term      DALY                                        5.175598e-01   \n",
       "Climate change, long term                     kg CO2 eq (long)                            5.663771e+05   \n",
       "Climate change, short term                    kg CO2 eq (short)                           6.328665e+05   \n",
       "Freshwater acidification                      PDF.m2.yr                                   4.270998e+03   \n",
       "                                              kg SO2 eq                                   5.132195e-03   \n",
       "Freshwater ecotoxicity                        CTUe                                        2.058458e+06   \n",
       "Freshwater ecotoxicity, long term             PDF.m2.yr                                   9.320236e+02   \n",
       "Freshwater ecotoxicity, short term            PDF.m2.yr                                   1.961081e+02   \n",
       "Freshwater eutrophication                     PDF.m2.yr                                   7.460367e+01   \n",
       "                                              kg PO4 P-lim eq                             6.544182e+00   \n",
       "Human toxicity cancer                         CTUh                                        2.741888e-03   \n",
       "Human toxicity cancer, long term              DALY                                        1.257918e-02   \n",
       "Human toxicity cancer, short term             DALY                                        1.895253e-02   \n",
       "Human toxicity non-cancer                     CTUh                                        2.477556e-01   \n",
       "Human toxicity non-cancer, long term          DALY                                        5.374488e-01   \n",
       "Human toxicity non-cancer, short term         DALY                                        1.314913e-01   \n",
       "Marine acidification, long term               PDF.m2.yr                                   7.602223e+04   \n",
       "Marine acidification, short term              PDF.m2.yr                                   8.252295e+03   \n",
       "Marine eutrophication                         PDF.m2.yr                                   2.956521e+03   \n",
       "                                              kg N N-lim eq                               2.365217e+02   \n",
       "Mineral resources use                         kg deprived                                 5.445518e+04   \n",
       "Ozone layer depletion                         DALY                                        2.343994e-09   \n",
       "                                              kg  CFC-11 eq                               9.270030e-05   \n",
       "Particulate matter formation                  DALY                                        9.408989e-01   \n",
       "                                              kg PM2.5 eq                                 7.840824e+02   \n",
       "Photochemical oxidant formation               DALY                                        7.848341e-05   \n",
       "                                              kg NMVOC eq                                 2.028610e+03   \n",
       "Terrestrial acidification                     PDF.m2.yr                                   3.522967e+04   \n",
       "                                              kg SO2 eq                                   5.399843e+00   \n",
       "Water use                                     m3                                          2.393206e+04   \n",
       "Energy use                                    TJ                                          1.174504e+01   \n",
       "\n",
       "                                                                                                      \\\n",
       "                                                                                                       \n",
       "                                                                Water supply and sanitation services   \n",
       "Impact category                               CF unit                                                  \n",
       "Climate change, ecosystem quality, long term  PDF.m2.yr                                 1.583842e+06   \n",
       "Climate change, ecosystem quality, short term PDF.m2.yr                                 5.061389e+05   \n",
       "Climate change, human health, long term       DALY                                      7.209465e+00   \n",
       "Climate change, human health, short term      DALY                                      2.339293e+00   \n",
       "Climate change, long term                     kg CO2 eq (long)                          2.648914e+06   \n",
       "Climate change, short term                    kg CO2 eq (short)                         2.860288e+06   \n",
       "Freshwater acidification                      PDF.m2.yr                                 1.099444e+04   \n",
       "                                              kg SO2 eq                                 1.316200e-02   \n",
       "Freshwater ecotoxicity                        CTUe                                      4.516395e+06   \n",
       "Freshwater ecotoxicity, long term             PDF.m2.yr                                 2.047816e+03   \n",
       "Freshwater ecotoxicity, short term            PDF.m2.yr                                 4.276224e+02   \n",
       "Freshwater eutrophication                     PDF.m2.yr                                 5.766035e+01   \n",
       "                                              kg PO4 P-lim eq                           5.057926e+00   \n",
       "Human toxicity cancer                         CTUh                                      6.387884e-03   \n",
       "Human toxicity cancer, long term              DALY                                      3.140935e-02   \n",
       "Human toxicity cancer, short term             DALY                                      4.205132e-02   \n",
       "Human toxicity non-cancer                     CTUh                                      6.410122e-01   \n",
       "Human toxicity non-cancer, long term          DALY                                      1.387748e+00   \n",
       "Human toxicity non-cancer, short term         DALY                                      3.429851e-01   \n",
       "Marine acidification, long term               PDF.m2.yr                                 3.746768e+05   \n",
       "Marine acidification, short term              PDF.m2.yr                                 4.067185e+04   \n",
       "Marine eutrophication                         PDF.m2.yr                                 4.755875e+03   \n",
       "                                              kg N N-lim eq                             3.804700e+02   \n",
       "Mineral resources use                         kg deprived                               1.740829e+05   \n",
       "Ozone layer depletion                         DALY                                      3.247720e-09   \n",
       "                                              kg  CFC-11 eq                             1.310291e-04   \n",
       "Particulate matter formation                  DALY                                      2.774093e+00   \n",
       "                                              kg PM2.5 eq                               2.311744e+03   \n",
       "Photochemical oxidant formation               DALY                                      1.971998e-04   \n",
       "                                              kg NMVOC eq                               5.115354e+03   \n",
       "Terrestrial acidification                     PDF.m2.yr                                 9.171505e+04   \n",
       "                                              kg SO2 eq                                 1.406678e+01   \n",
       "Water use                                     m3                                        3.974251e+06   \n",
       "Energy use                                    TJ                                        3.912888e+01   \n",
       "\n",
       "                                                                                 \\\n",
       "                                                                                  \n",
       "                                                                Water transport   \n",
       "Impact category                               CF unit                             \n",
       "Climate change, ecosystem quality, long term  PDF.m2.yr            1.370362e+04   \n",
       "Climate change, ecosystem quality, short term PDF.m2.yr            4.355955e+03   \n",
       "Climate change, human health, long term       DALY                 6.237875e-02   \n",
       "Climate change, human health, short term      DALY                 2.013217e-02   \n",
       "Climate change, long term                     kg CO2 eq (long)     2.282849e+04   \n",
       "Climate change, short term                    kg CO2 eq (short)    2.461599e+04   \n",
       "Freshwater acidification                      PDF.m2.yr            7.850992e+01   \n",
       "                                              kg SO2 eq            9.642546e-05   \n",
       "Freshwater ecotoxicity                        CTUe                 4.216578e+04   \n",
       "Freshwater ecotoxicity, long term             PDF.m2.yr            1.916919e+01   \n",
       "Freshwater ecotoxicity, short term            PDF.m2.yr            3.944694e+00   \n",
       "Freshwater eutrophication                     PDF.m2.yr            3.574564e-01   \n",
       "                                              kg PO4 P-lim eq      3.135583e-02   \n",
       "Human toxicity cancer                         CTUh                 4.721330e-05   \n",
       "Human toxicity cancer, long term              DALY                 2.512937e-04   \n",
       "Human toxicity cancer, short term             DALY                 2.916593e-04   \n",
       "Human toxicity non-cancer                     CTUh                 5.203785e-03   \n",
       "Human toxicity non-cancer, long term          DALY                 1.122413e-02   \n",
       "Human toxicity non-cancer, short term         DALY                 2.826085e-03   \n",
       "Marine acidification, long term               PDF.m2.yr            3.265438e+03   \n",
       "Marine acidification, short term              PDF.m2.yr            3.544697e+02   \n",
       "Marine eutrophication                         PDF.m2.yr            2.492493e+01   \n",
       "                                              kg N N-lim eq        1.993994e+00   \n",
       "Mineral resources use                         kg deprived          7.969504e+02   \n",
       "Ozone layer depletion                         DALY                 1.774640e-11   \n",
       "                                              kg  CFC-11 eq        6.803498e-07   \n",
       "Particulate matter formation                  DALY                 1.650991e-02   \n",
       "                                              kg PM2.5 eq          1.375826e+01   \n",
       "Photochemical oxidant formation               DALY                 1.941365e-06   \n",
       "                                              kg NMVOC eq          5.035329e+01   \n",
       "Terrestrial acidification                     PDF.m2.yr            5.621330e+02   \n",
       "                                              kg SO2 eq            8.571287e-02   \n",
       "Water use                                     m3                   2.227007e+02   \n",
       "Energy use                                    TJ                   3.778584e-01   \n",
       "\n",
       "                                                                                       \\\n",
       "                                                                International exports   \n",
       "                                                                              Exports   \n",
       "Impact category                               CF unit                                   \n",
       "Climate change, ecosystem quality, long term  PDF.m2.yr                  2.462319e+07   \n",
       "Climate change, ecosystem quality, short term PDF.m2.yr                  8.426145e+06   \n",
       "Climate change, human health, long term       DALY                       1.120476e+02   \n",
       "Climate change, human health, short term      DALY                       3.894851e+01   \n",
       "Climate change, long term                     kg CO2 eq (long)           4.274990e+07   \n",
       "Climate change, short term                    kg CO2 eq (short)          4.762478e+07   \n",
       "Freshwater acidification                      PDF.m2.yr                  1.932038e+05   \n",
       "                                              kg SO2 eq                  2.312833e-01   \n",
       "Freshwater ecotoxicity                        CTUe                       8.557219e+07   \n",
       "Freshwater ecotoxicity, long term             PDF.m2.yr                  3.857756e+04   \n",
       "Freshwater ecotoxicity, short term            PDF.m2.yr                  8.323739e+03   \n",
       "Freshwater eutrophication                     PDF.m2.yr                  5.027704e+03   \n",
       "                                              kg PO4 P-lim eq            4.410267e+02   \n",
       "Human toxicity cancer                         CTUh                       1.072895e-01   \n",
       "Human toxicity cancer, long term              DALY                       4.784111e-01   \n",
       "Human toxicity cancer, short term             DALY                       7.554177e-01   \n",
       "Human toxicity non-cancer                     CTUh                       9.603838e+00   \n",
       "Human toxicity non-cancer, long term          DALY                       2.077098e+01   \n",
       "Human toxicity non-cancer, short term         DALY                       5.159386e+00   \n",
       "Marine acidification, long term               PDF.m2.yr                  5.789144e+06   \n",
       "Marine acidification, short term              PDF.m2.yr                  6.284218e+05   \n",
       "Marine eutrophication                         PDF.m2.yr                  1.799735e+05   \n",
       "                                              kg N N-lim eq              1.439788e+04   \n",
       "Mineral resources use                         kg deprived                2.697975e+06   \n",
       "Ozone layer depletion                         DALY                       9.410547e-08   \n",
       "                                              kg  CFC-11 eq              3.593747e-03   \n",
       "Particulate matter formation                  DALY                       3.889054e+01   \n",
       "                                              kg PM2.5 eq                3.240879e+04   \n",
       "Photochemical oxidant formation               DALY                       3.820482e-03   \n",
       "                                              kg NMVOC eq                9.949546e+04   \n",
       "Terrestrial acidification                     PDF.m2.yr                  1.697583e+06   \n",
       "                                              kg SO2 eq                  2.604886e+02   \n",
       "Water use                                     m3                         1.026101e+06   \n",
       "Energy use                                    TJ                         6.869163e+02   \n",
       "\n",
       "                                                                               \\\n",
       "                                                                                \n",
       "                                                                   Re-exports   \n",
       "Impact category                               CF unit                           \n",
       "Climate change, ecosystem quality, long term  PDF.m2.yr          5.807923e+06   \n",
       "Climate change, ecosystem quality, short term PDF.m2.yr          1.961251e+06   \n",
       "Climate change, human health, long term       DALY               2.643060e+01   \n",
       "Climate change, human health, short term      DALY               9.064433e+00   \n",
       "Climate change, long term                     kg CO2 eq (long)   9.956402e+06   \n",
       "Climate change, short term                    kg CO2 eq (short)  1.108461e+07   \n",
       "Freshwater acidification                      PDF.m2.yr          1.314521e+05   \n",
       "                                              kg SO2 eq          1.571584e-01   \n",
       "Freshwater ecotoxicity                        CTUe               9.918390e+07   \n",
       "Freshwater ecotoxicity, long term             PDF.m2.yr          4.526213e+04   \n",
       "Freshwater ecotoxicity, short term            PDF.m2.yr          9.086845e+03   \n",
       "Freshwater eutrophication                     PDF.m2.yr          1.198550e+03   \n",
       "                                              kg PO4 P-lim eq    1.051359e+02   \n",
       "Human toxicity cancer                         CTUh               1.451382e-01   \n",
       "Human toxicity cancer, long term              DALY               7.472064e-01   \n",
       "Human toxicity cancer, short term             DALY               9.218824e-01   \n",
       "Human toxicity non-cancer                     CTUh               1.521368e+01   \n",
       "Human toxicity non-cancer, long term          DALY               3.295543e+01   \n",
       "Human toxicity non-cancer, short term         DALY               8.121499e+00   \n",
       "Marine acidification, long term               PDF.m2.yr          1.327441e+06   \n",
       "Marine acidification, short term              PDF.m2.yr          1.440906e+05   \n",
       "Marine eutrophication                         PDF.m2.yr          7.531701e+04   \n",
       "                                              kg N N-lim eq      6.025361e+03   \n",
       "Mineral resources use                         kg deprived        2.495183e+06   \n",
       "Ozone layer depletion                         DALY               2.512018e-08   \n",
       "                                              kg  CFC-11 eq      1.051937e-03   \n",
       "Particulate matter formation                  DALY               4.701053e+01   \n",
       "                                              kg PM2.5 eq        3.917544e+04   \n",
       "Photochemical oxidant formation               DALY               2.043259e-03   \n",
       "                                              kg NMVOC eq        5.215726e+04   \n",
       "Terrestrial acidification                     PDF.m2.yr          9.823961e+05   \n",
       "                                              kg SO2 eq          1.505469e+02   \n",
       "Water use                                     m3                 1.672709e+04   \n",
       "Energy use                                    TJ                 2.173005e+02   \n",
       "\n",
       "                                                                                                                                           \n",
       "                                                                Non-profit institutions serving households' final consumption expenditure  \n",
       "                                                                                                                                    NPISH  \n",
       "Impact category                               CF unit                                                                                      \n",
       "Climate change, ecosystem quality, long term  PDF.m2.yr                                               8.380611e+06                         \n",
       "Climate change, ecosystem quality, short term PDF.m2.yr                                               2.706371e+06                         \n",
       "Climate change, human health, long term       DALY                                                    3.814580e+01                         \n",
       "Climate change, human health, short term      DALY                                                    1.250866e+01                         \n",
       "Climate change, long term                     kg CO2 eq (long)                                        1.410277e+07                         \n",
       "Climate change, short term                    kg CO2 eq (short)                                       1.529457e+07                         \n",
       "Freshwater acidification                      PDF.m2.yr                                               1.147855e+05                         \n",
       "                                              kg SO2 eq                                               1.468455e-01                         \n",
       "Freshwater ecotoxicity                        CTUe                                                    3.474582e+07                         \n",
       "Freshwater ecotoxicity, long term             PDF.m2.yr                                               1.573732e+04                         \n",
       "Freshwater ecotoxicity, short term            PDF.m2.yr                                               3.305795e+03                         \n",
       "Freshwater eutrophication                     PDF.m2.yr                                               7.180187e+02                         \n",
       "                                              kg PO4 P-lim eq                                         6.298410e+01                         \n",
       "Human toxicity cancer                         CTUh                                                    6.018628e-02                         \n",
       "Human toxicity cancer, long term              DALY                                                    2.324478e-01                         \n",
       "Human toxicity cancer, short term             DALY                                                    4.596944e-01                         \n",
       "Human toxicity non-cancer                     CTUh                                                    4.657918e+00                         \n",
       "Human toxicity non-cancer, long term          DALY                                                    1.009641e+01                         \n",
       "Human toxicity non-cancer, short term         DALY                                                    2.479972e+00                         \n",
       "Marine acidification, long term               PDF.m2.yr                                               1.982012e+06                         \n",
       "Marine acidification, short term              PDF.m2.yr                                               2.151505e+05                         \n",
       "Marine eutrophication                         PDF.m2.yr                                               5.491490e+04                         \n",
       "                                              kg N N-lim eq                                           4.393192e+03                         \n",
       "Mineral resources use                         kg deprived                                             1.079465e+06                         \n",
       "Ozone layer depletion                         DALY                                                    3.732904e-08                         \n",
       "                                              kg  CFC-11 eq                                           1.507852e-03                         \n",
       "Particulate matter formation                  DALY                                                    1.951533e+01                         \n",
       "                                              kg PM2.5 eq                                             1.626278e+04                         \n",
       "Photochemical oxidant formation               DALY                                                    3.730686e-03                         \n",
       "                                              kg NMVOC eq                                             9.593745e+04                         \n",
       "Terrestrial acidification                     PDF.m2.yr                                               9.208060e+05                         \n",
       "                                              kg SO2 eq                                               1.397297e+02                         \n",
       "Water use                                     m3                                                      2.824774e+06                         \n",
       "Energy use                                    TJ                                                      4.171225e+02                         \n",
       "\n",
       "[34 rows x 1534 columns]"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# total emissions per final demand sector\n",
    "tables.D"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Contributions analysis"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "For the contribution analysis we require the Leontief inverse which is calculated by the .calc() function."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
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       "      <th></th>\n",
       "      <th></th>\n",
       "      <th colspan=\"10\" halign=\"left\">CA-AB</th>\n",
       "      <th>...</th>\n",
       "      <th colspan=\"10\" halign=\"left\">WM</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th>Canola (including rapeseed)</th>\n",
       "      <th>Oilseeds (except canola)</th>\n",
       "      <th>Wheat</th>\n",
       "      <th>Grains (except wheat)</th>\n",
       "      <th>Fresh potatoes</th>\n",
       "      <th>Fresh fruit and nuts</th>\n",
       "      <th>Other miscellaneous crop products</th>\n",
       "      <th>Fresh vegetables (except potatoes)</th>\n",
       "      <th>Imputed feed (animal feed produced for own consumption)</th>\n",
       "      <th>Floriculture and nursery products (except cannabis), and sod</th>\n",
       "      <th>...</th>\n",
       "      <th>Paper for treatment: landfill</th>\n",
       "      <th>Plastic waste for treatment: landfill</th>\n",
       "      <th>Inert/metal/hazardous waste for treatment: landfill</th>\n",
       "      <th>Textiles waste for treatment: landfill</th>\n",
       "      <th>Wood waste for treatment: landfill</th>\n",
       "      <th>Membership organisation services n.e.c. (91)</th>\n",
       "      <th>Recreational, cultural and sporting services (92)</th>\n",
       "      <th>Other services (93)</th>\n",
       "      <th>Private households with employed persons (95)</th>\n",
       "      <th>Extra-territorial organizations and bodies</th>\n",
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       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th rowspan=\"5\" valign=\"top\">CA-AB</th>\n",
       "      <th>Canola (including rapeseed)</th>\n",
       "      <td>1.009948</td>\n",
       "      <td>0.023785</td>\n",
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       "      <td>0.008396</td>\n",
       "      <td>0.009948</td>\n",
       "      <td>0.000379</td>\n",
       "      <td>...</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Oilseeds (except canola)</th>\n",
       "      <td>0.000141</td>\n",
       "      <td>1.000234</td>\n",
       "      <td>0.000141</td>\n",
       "      <td>0.000141</td>\n",
       "      <td>0.000141</td>\n",
       "      <td>0.000141</td>\n",
       "      <td>0.000141</td>\n",
       "      <td>0.000119</td>\n",
       "      <td>0.000141</td>\n",
       "      <td>0.000006</td>\n",
       "      <td>...</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Wheat</th>\n",
       "      <td>0.006717</td>\n",
       "      <td>0.007339</td>\n",
       "      <td>1.006717</td>\n",
       "      <td>0.006717</td>\n",
       "      <td>0.006717</td>\n",
       "      <td>0.006717</td>\n",
       "      <td>0.006717</td>\n",
       "      <td>0.005665</td>\n",
       "      <td>0.006717</td>\n",
       "      <td>0.000225</td>\n",
       "      <td>...</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Grains (except wheat)</th>\n",
       "      <td>0.002756</td>\n",
       "      <td>0.003964</td>\n",
       "      <td>0.002756</td>\n",
       "      <td>1.002756</td>\n",
       "      <td>0.002756</td>\n",
       "      <td>0.002756</td>\n",
       "      <td>0.002756</td>\n",
       "      <td>0.002327</td>\n",
       "      <td>0.002756</td>\n",
       "      <td>0.000112</td>\n",
       "      <td>...</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Fresh potatoes</th>\n",
       "      <td>0.000140</td>\n",
       "      <td>0.000139</td>\n",
       "      <td>0.000140</td>\n",
       "      <td>0.000140</td>\n",
       "      <td>1.000140</td>\n",
       "      <td>0.000140</td>\n",
       "      <td>0.000140</td>\n",
       "      <td>0.000119</td>\n",
       "      <td>0.000140</td>\n",
       "      <td>0.000008</td>\n",
       "      <td>...</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"5\" valign=\"top\">WM</th>\n",
       "      <th>Membership organisation services n.e.c. (91)</th>\n",
       "      <td>0.000002</td>\n",
       "      <td>0.000002</td>\n",
       "      <td>0.000002</td>\n",
       "      <td>0.000002</td>\n",
       "      <td>0.000002</td>\n",
       "      <td>0.000002</td>\n",
       "      <td>0.000002</td>\n",
       "      <td>0.000002</td>\n",
       "      <td>0.000002</td>\n",
       "      <td>0.000001</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000287</td>\n",
       "      <td>0.000304</td>\n",
       "      <td>0.000290</td>\n",
       "      <td>0.000296</td>\n",
       "      <td>0.000287</td>\n",
       "      <td>1.004885</td>\n",
       "      <td>0.002131</td>\n",
       "      <td>0.000996</td>\n",
       "      <td>0.000626</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Recreational, cultural and sporting services (92)</th>\n",
       "      <td>0.000005</td>\n",
       "      <td>0.000005</td>\n",
       "      <td>0.000005</td>\n",
       "      <td>0.000005</td>\n",
       "      <td>0.000005</td>\n",
       "      <td>0.000005</td>\n",
       "      <td>0.000005</td>\n",
       "      <td>0.000005</td>\n",
       "      <td>0.000005</td>\n",
       "      <td>0.000005</td>\n",
       "      <td>...</td>\n",
       "      <td>0.001382</td>\n",
       "      <td>0.001339</td>\n",
       "      <td>0.001496</td>\n",
       "      <td>0.001212</td>\n",
       "      <td>0.001278</td>\n",
       "      <td>0.009885</td>\n",
       "      <td>1.070258</td>\n",
       "      <td>0.007624</td>\n",
       "      <td>0.000533</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Other services (93)</th>\n",
       "      <td>0.000003</td>\n",
       "      <td>0.000003</td>\n",
       "      <td>0.000003</td>\n",
       "      <td>0.000003</td>\n",
       "      <td>0.000003</td>\n",
       "      <td>0.000003</td>\n",
       "      <td>0.000003</td>\n",
       "      <td>0.000003</td>\n",
       "      <td>0.000003</td>\n",
       "      <td>0.000002</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000862</td>\n",
       "      <td>0.000856</td>\n",
       "      <td>0.000903</td>\n",
       "      <td>0.000906</td>\n",
       "      <td>0.000921</td>\n",
       "      <td>0.005149</td>\n",
       "      <td>0.004694</td>\n",
       "      <td>1.013778</td>\n",
       "      <td>0.000336</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Private households with employed persons (95)</th>\n",
       "      <td>0.000005</td>\n",
       "      <td>0.000005</td>\n",
       "      <td>0.000005</td>\n",
       "      <td>0.000005</td>\n",
       "      <td>0.000005</td>\n",
       "      <td>0.000005</td>\n",
       "      <td>0.000005</td>\n",
       "      <td>0.000005</td>\n",
       "      <td>0.000005</td>\n",
       "      <td>0.000004</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000143</td>\n",
       "      <td>0.000139</td>\n",
       "      <td>0.000127</td>\n",
       "      <td>0.000128</td>\n",
       "      <td>0.000124</td>\n",
       "      <td>0.000266</td>\n",
       "      <td>0.000235</td>\n",
       "      <td>0.000378</td>\n",
       "      <td>1.004172</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Extra-territorial organizations and bodies</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>16196 rows × 16196 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                                              CA-AB  \\\n",
       "                                                        Canola (including rapeseed)   \n",
       "CA-AB Canola (including rapeseed)                                          1.009948   \n",
       "      Oilseeds (except canola)                                             0.000141   \n",
       "      Wheat                                                                0.006717   \n",
       "      Grains (except wheat)                                                0.002756   \n",
       "      Fresh potatoes                                                       0.000140   \n",
       "...                                                                             ...   \n",
       "WM    Membership organisation services n.e.c. (91)                         0.000002   \n",
       "      Recreational, cultural and sporting services (92)                    0.000005   \n",
       "      Other services (93)                                                  0.000003   \n",
       "      Private households with employed persons (95)                        0.000005   \n",
       "      Extra-territorial organizations and bodies                           0.000000   \n",
       "\n",
       "                                                                                  \\\n",
       "                                                        Oilseeds (except canola)   \n",
       "CA-AB Canola (including rapeseed)                                       0.023785   \n",
       "      Oilseeds (except canola)                                          1.000234   \n",
       "      Wheat                                                             0.007339   \n",
       "      Grains (except wheat)                                             0.003964   \n",
       "      Fresh potatoes                                                    0.000139   \n",
       "...                                                                          ...   \n",
       "WM    Membership organisation services n.e.c. (91)                      0.000002   \n",
       "      Recreational, cultural and sporting services (92)                 0.000005   \n",
       "      Other services (93)                                               0.000003   \n",
       "      Private households with employed persons (95)                     0.000005   \n",
       "      Extra-territorial organizations and bodies                        0.000000   \n",
       "\n",
       "                                                                   \\\n",
       "                                                            Wheat   \n",
       "CA-AB Canola (including rapeseed)                        0.009948   \n",
       "      Oilseeds (except canola)                           0.000141   \n",
       "      Wheat                                              1.006717   \n",
       "      Grains (except wheat)                              0.002756   \n",
       "      Fresh potatoes                                     0.000140   \n",
       "...                                                           ...   \n",
       "WM    Membership organisation services n.e.c. (91)       0.000002   \n",
       "      Recreational, cultural and sporting services (92)  0.000005   \n",
       "      Other services (93)                                0.000003   \n",
       "      Private households with employed persons (95)      0.000005   \n",
       "      Extra-territorial organizations and bodies         0.000000   \n",
       "\n",
       "                                                                               \\\n",
       "                                                        Grains (except wheat)   \n",
       "CA-AB Canola (including rapeseed)                                    0.009948   \n",
       "      Oilseeds (except canola)                                       0.000141   \n",
       "      Wheat                                                          0.006717   \n",
       "      Grains (except wheat)                                          1.002756   \n",
       "      Fresh potatoes                                                 0.000140   \n",
       "...                                                                       ...   \n",
       "WM    Membership organisation services n.e.c. (91)                   0.000002   \n",
       "      Recreational, cultural and sporting services (92)              0.000005   \n",
       "      Other services (93)                                            0.000003   \n",
       "      Private households with employed persons (95)                  0.000005   \n",
       "      Extra-territorial organizations and bodies                     0.000000   \n",
       "\n",
       "                                                                        \\\n",
       "                                                        Fresh potatoes   \n",
       "CA-AB Canola (including rapeseed)                             0.009948   \n",
       "      Oilseeds (except canola)                                0.000141   \n",
       "      Wheat                                                   0.006717   \n",
       "      Grains (except wheat)                                   0.002756   \n",
       "      Fresh potatoes                                          1.000140   \n",
       "...                                                                ...   \n",
       "WM    Membership organisation services n.e.c. (91)            0.000002   \n",
       "      Recreational, cultural and sporting services (92)       0.000005   \n",
       "      Other services (93)                                     0.000003   \n",
       "      Private households with employed persons (95)           0.000005   \n",
       "      Extra-territorial organizations and bodies              0.000000   \n",
       "\n",
       "                                                                              \\\n",
       "                                                        Fresh fruit and nuts   \n",
       "CA-AB Canola (including rapeseed)                                   0.009948   \n",
       "      Oilseeds (except canola)                                      0.000141   \n",
       "      Wheat                                                         0.006717   \n",
       "      Grains (except wheat)                                         0.002756   \n",
       "      Fresh potatoes                                                0.000140   \n",
       "...                                                                      ...   \n",
       "WM    Membership organisation services n.e.c. (91)                  0.000002   \n",
       "      Recreational, cultural and sporting services (92)             0.000005   \n",
       "      Other services (93)                                           0.000003   \n",
       "      Private households with employed persons (95)                 0.000005   \n",
       "      Extra-territorial organizations and bodies                    0.000000   \n",
       "\n",
       "                                                                                           \\\n",
       "                                                        Other miscellaneous crop products   \n",
       "CA-AB Canola (including rapeseed)                                                0.009948   \n",
       "      Oilseeds (except canola)                                                   0.000141   \n",
       "      Wheat                                                                      0.006717   \n",
       "      Grains (except wheat)                                                      0.002756   \n",
       "      Fresh potatoes                                                             0.000140   \n",
       "...                                                                                   ...   \n",
       "WM    Membership organisation services n.e.c. (91)                               0.000002   \n",
       "      Recreational, cultural and sporting services (92)                          0.000005   \n",
       "      Other services (93)                                                        0.000003   \n",
       "      Private households with employed persons (95)                              0.000005   \n",
       "      Extra-territorial organizations and bodies                                 0.000000   \n",
       "\n",
       "                                                                                            \\\n",
       "                                                        Fresh vegetables (except potatoes)   \n",
       "CA-AB Canola (including rapeseed)                                                 0.008396   \n",
       "      Oilseeds (except canola)                                                    0.000119   \n",
       "      Wheat                                                                       0.005665   \n",
       "      Grains (except wheat)                                                       0.002327   \n",
       "      Fresh potatoes                                                              0.000119   \n",
       "...                                                                                    ...   \n",
       "WM    Membership organisation services n.e.c. (91)                                0.000002   \n",
       "      Recreational, cultural and sporting services (92)                           0.000005   \n",
       "      Other services (93)                                                         0.000003   \n",
       "      Private households with employed persons (95)                               0.000005   \n",
       "      Extra-territorial organizations and bodies                                  0.000000   \n",
       "\n",
       "                                                                                                                 \\\n",
       "                                                        Imputed feed (animal feed produced for own consumption)   \n",
       "CA-AB Canola (including rapeseed)                                                                 0.009948        \n",
       "      Oilseeds (except canola)                                                                    0.000141        \n",
       "      Wheat                                                                                       0.006717        \n",
       "      Grains (except wheat)                                                                       0.002756        \n",
       "      Fresh potatoes                                                                              0.000140        \n",
       "...                                                                                                    ...        \n",
       "WM    Membership organisation services n.e.c. (91)                                                0.000002        \n",
       "      Recreational, cultural and sporting services (92)                                           0.000005        \n",
       "      Other services (93)                                                                         0.000003        \n",
       "      Private households with employed persons (95)                                               0.000005        \n",
       "      Extra-territorial organizations and bodies                                                  0.000000        \n",
       "\n",
       "                                                                                                                      \\\n",
       "                                                        Floriculture and nursery products (except cannabis), and sod   \n",
       "CA-AB Canola (including rapeseed)                                                                 0.000379             \n",
       "      Oilseeds (except canola)                                                                    0.000006             \n",
       "      Wheat                                                                                       0.000225             \n",
       "      Grains (except wheat)                                                                       0.000112             \n",
       "      Fresh potatoes                                                                              0.000008             \n",
       "...                                                                                                    ...             \n",
       "WM    Membership organisation services n.e.c. (91)                                                0.000001             \n",
       "      Recreational, cultural and sporting services (92)                                           0.000005             \n",
       "      Other services (93)                                                                         0.000002             \n",
       "      Private households with employed persons (95)                                               0.000004             \n",
       "      Extra-territorial organizations and bodies                                                  0.000000             \n",
       "\n",
       "                                                         ...  \\\n",
       "                                                         ...   \n",
       "CA-AB Canola (including rapeseed)                        ...   \n",
       "      Oilseeds (except canola)                           ...   \n",
       "      Wheat                                              ...   \n",
       "      Grains (except wheat)                              ...   \n",
       "      Fresh potatoes                                     ...   \n",
       "...                                                      ...   \n",
       "WM    Membership organisation services n.e.c. (91)       ...   \n",
       "      Recreational, cultural and sporting services (92)  ...   \n",
       "      Other services (93)                                ...   \n",
       "      Private households with employed persons (95)      ...   \n",
       "      Extra-territorial organizations and bodies         ...   \n",
       "\n",
       "                                                                                   WM  \\\n",
       "                                                        Paper for treatment: landfill   \n",
       "CA-AB Canola (including rapeseed)                                            0.000000   \n",
       "      Oilseeds (except canola)                                               0.000000   \n",
       "      Wheat                                                                  0.000000   \n",
       "      Grains (except wheat)                                                  0.000000   \n",
       "      Fresh potatoes                                                         0.000000   \n",
       "...                                                                               ...   \n",
       "WM    Membership organisation services n.e.c. (91)                           0.000287   \n",
       "      Recreational, cultural and sporting services (92)                      0.001382   \n",
       "      Other services (93)                                                    0.000862   \n",
       "      Private households with employed persons (95)                          0.000143   \n",
       "      Extra-territorial organizations and bodies                             0.000000   \n",
       "\n",
       "                                                                                               \\\n",
       "                                                        Plastic waste for treatment: landfill   \n",
       "CA-AB Canola (including rapeseed)                                                    0.000000   \n",
       "      Oilseeds (except canola)                                                       0.000000   \n",
       "      Wheat                                                                          0.000000   \n",
       "      Grains (except wheat)                                                          0.000000   \n",
       "      Fresh potatoes                                                                 0.000000   \n",
       "...                                                                                       ...   \n",
       "WM    Membership organisation services n.e.c. (91)                                   0.000304   \n",
       "      Recreational, cultural and sporting services (92)                              0.001339   \n",
       "      Other services (93)                                                            0.000856   \n",
       "      Private households with employed persons (95)                                  0.000139   \n",
       "      Extra-territorial organizations and bodies                                     0.000000   \n",
       "\n",
       "                                                                                                             \\\n",
       "                                                        Inert/metal/hazardous waste for treatment: landfill   \n",
       "CA-AB Canola (including rapeseed)                                                                 0.000000    \n",
       "      Oilseeds (except canola)                                                                    0.000000    \n",
       "      Wheat                                                                                       0.000000    \n",
       "      Grains (except wheat)                                                                       0.000000    \n",
       "      Fresh potatoes                                                                              0.000000    \n",
       "...                                                                                                    ...    \n",
       "WM    Membership organisation services n.e.c. (91)                                                0.000290    \n",
       "      Recreational, cultural and sporting services (92)                                           0.001496    \n",
       "      Other services (93)                                                                         0.000903    \n",
       "      Private households with employed persons (95)                                               0.000127    \n",
       "      Extra-territorial organizations and bodies                                                  0.000000    \n",
       "\n",
       "                                                                                                \\\n",
       "                                                        Textiles waste for treatment: landfill   \n",
       "CA-AB Canola (including rapeseed)                                                     0.000000   \n",
       "      Oilseeds (except canola)                                                        0.000000   \n",
       "      Wheat                                                                           0.000000   \n",
       "      Grains (except wheat)                                                           0.000000   \n",
       "      Fresh potatoes                                                                  0.000000   \n",
       "...                                                                                        ...   \n",
       "WM    Membership organisation services n.e.c. (91)                                    0.000296   \n",
       "      Recreational, cultural and sporting services (92)                               0.001212   \n",
       "      Other services (93)                                                             0.000906   \n",
       "      Private households with employed persons (95)                                   0.000128   \n",
       "      Extra-territorial organizations and bodies                                      0.000000   \n",
       "\n",
       "                                                                                            \\\n",
       "                                                        Wood waste for treatment: landfill   \n",
       "CA-AB Canola (including rapeseed)                                                 0.000000   \n",
       "      Oilseeds (except canola)                                                    0.000000   \n",
       "      Wheat                                                                       0.000000   \n",
       "      Grains (except wheat)                                                       0.000000   \n",
       "      Fresh potatoes                                                              0.000000   \n",
       "...                                                                                    ...   \n",
       "WM    Membership organisation services n.e.c. (91)                                0.000287   \n",
       "      Recreational, cultural and sporting services (92)                           0.001278   \n",
       "      Other services (93)                                                         0.000921   \n",
       "      Private households with employed persons (95)                               0.000124   \n",
       "      Extra-territorial organizations and bodies                                  0.000000   \n",
       "\n",
       "                                                                                                      \\\n",
       "                                                        Membership organisation services n.e.c. (91)   \n",
       "CA-AB Canola (including rapeseed)                                                           0.000000   \n",
       "      Oilseeds (except canola)                                                              0.000000   \n",
       "      Wheat                                                                                 0.000000   \n",
       "      Grains (except wheat)                                                                 0.000000   \n",
       "      Fresh potatoes                                                                        0.000000   \n",
       "...                                                                                              ...   \n",
       "WM    Membership organisation services n.e.c. (91)                                          1.004885   \n",
       "      Recreational, cultural and sporting services (92)                                     0.009885   \n",
       "      Other services (93)                                                                   0.005149   \n",
       "      Private households with employed persons (95)                                         0.000266   \n",
       "      Extra-territorial organizations and bodies                                            0.000000   \n",
       "\n",
       "                                                                                                           \\\n",
       "                                                        Recreational, cultural and sporting services (92)   \n",
       "CA-AB Canola (including rapeseed)                                                                0.000000   \n",
       "      Oilseeds (except canola)                                                                   0.000000   \n",
       "      Wheat                                                                                      0.000000   \n",
       "      Grains (except wheat)                                                                      0.000000   \n",
       "      Fresh potatoes                                                                             0.000000   \n",
       "...                                                                                                   ...   \n",
       "WM    Membership organisation services n.e.c. (91)                                               0.002131   \n",
       "      Recreational, cultural and sporting services (92)                                          1.070258   \n",
       "      Other services (93)                                                                        0.004694   \n",
       "      Private households with employed persons (95)                                              0.000235   \n",
       "      Extra-territorial organizations and bodies                                                 0.000000   \n",
       "\n",
       "                                                                             \\\n",
       "                                                        Other services (93)   \n",
       "CA-AB Canola (including rapeseed)                                  0.000000   \n",
       "      Oilseeds (except canola)                                     0.000000   \n",
       "      Wheat                                                        0.000000   \n",
       "      Grains (except wheat)                                        0.000000   \n",
       "      Fresh potatoes                                               0.000000   \n",
       "...                                                                     ...   \n",
       "WM    Membership organisation services n.e.c. (91)                 0.000996   \n",
       "      Recreational, cultural and sporting services (92)            0.007624   \n",
       "      Other services (93)                                          1.013778   \n",
       "      Private households with employed persons (95)                0.000378   \n",
       "      Extra-territorial organizations and bodies                   0.000000   \n",
       "\n",
       "                                                                                                       \\\n",
       "                                                        Private households with employed persons (95)   \n",
       "CA-AB Canola (including rapeseed)                                                            0.000000   \n",
       "      Oilseeds (except canola)                                                               0.000000   \n",
       "      Wheat                                                                                  0.000000   \n",
       "      Grains (except wheat)                                                                  0.000000   \n",
       "      Fresh potatoes                                                                         0.000000   \n",
       "...                                                                                               ...   \n",
       "WM    Membership organisation services n.e.c. (91)                                           0.000626   \n",
       "      Recreational, cultural and sporting services (92)                                      0.000533   \n",
       "      Other services (93)                                                                    0.000336   \n",
       "      Private households with employed persons (95)                                          1.004172   \n",
       "      Extra-territorial organizations and bodies                                             0.000000   \n",
       "\n",
       "                                                                                                    \n",
       "                                                        Extra-territorial organizations and bodies  \n",
       "CA-AB Canola (including rapeseed)                                                              0.0  \n",
       "      Oilseeds (except canola)                                                                 0.0  \n",
       "      Wheat                                                                                    0.0  \n",
       "      Grains (except wheat)                                                                    0.0  \n",
       "      Fresh potatoes                                                                           0.0  \n",
       "...                                                                                            ...  \n",
       "WM    Membership organisation services n.e.c. (91)                                             0.0  \n",
       "      Recreational, cultural and sporting services (92)                                        0.0  \n",
       "      Other services (93)                                                                      0.0  \n",
       "      Private households with employed persons (95)                                            0.0  \n",
       "      Extra-territorial organizations and bodies                                               1.0  \n",
       "\n",
       "[16196 rows x 16196 columns]"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Leontief inverse\n",
    "tables.L"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Say we want to calculate the Quebec household consumption footprint for their direct consumption (excluding government and capital footprint that should be attributed to households)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "sector = ('CA-QC','Household final consumption expenditure')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We first need to diagonalize the demand"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "diag_Y_households = pd.DataFrame(np.diag(tables.Y.loc[:, sector].sum(1)),\n",
    "                                                index=tables.Y.index, columns=tables.Y.index)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Then we calculate the contribution analysis:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "contribution_analysis_households = tables.C.dot(tables.S).dot(tables.L).dot(diag_Y_households)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We have to add the direct emissions separately. Also we reformat them a bit."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "direct_emissions = tables.C.dot(tables.FY)[tables.C.dot(tables.FY)!=0].dropna(how='all',axis=1).fillna(0)\n",
    "direct_emissions.columns = direct_emissions.columns.droplevel(1)\n",
    "direct_emissions.columns = pd.MultiIndex.from_product([direct_emissions.columns.levels[0], [\n",
    "    \"Private vehicle use\",\"Heating and cooking\",\"Water use by households\"]])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "contribution_analysis_households = pd.concat([contribution_analysis_households, \n",
    "                                              direct_emissions.drop([\n",
    "                                                  i for i in direct_emissions.columns.levels[0] if i != 'CA-QC'],axis=1)],\n",
    "                                             axis=1)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "If we focus on GWP100, here are the results:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "CA-QC  Private vehicle use                        1.775221e+10\n",
       "       Heating and cooking                        1.003186e+10\n",
       "       Residential buildings                      7.375309e+09\n",
       "       Motor gasoline                             3.300581e+09\n",
       "       Prepared meals                             3.066746e+09\n",
       "                                                      ...     \n",
       "CA-YT  Rail passenger transportation services     0.000000e+00\n",
       "       Rail freight transportation services       0.000000e+00\n",
       "       Water passenger transportation services    0.000000e+00\n",
       "       Water freight transportation services      0.000000e+00\n",
       "CA-QC  Water use by households                    0.000000e+00\n",
       "Name: (Climate change, short term, kg CO2 eq (short)), Length: 16199, dtype: float64"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "contribution_analysis_households.loc[('Climate change, short term','kg CO2 eq (short)')].T.sort_values(ascending=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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