0428_mort_graph-species.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "from matplotlib import pyplot as plt\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Creating the concept to visualize"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Since the objective of this analysis is to undestand the mortality effect and its sub-effects as shown in other Jupyer Notebook, it would be the first though to try to get the percent of animals that died while testing or how many animals died.\n",
    "\n",
    "The ECOTOX base doesn't have a way to give this info. A extensive study has been made, but since its a test data compiled, its hard to get this all together. Considering this, will be considered another way to undestand the values. The Appendix T at ```https://cfpub.epa.gov/ecotox/pdf/codeappendix.pdf``` will show the Ecotox Endpoints that explain each value possible. The Mortaliy Effect and the Mortality Measurement has this specification:\n",
    "\n",
    "```\n",
    "Death\n",
    "Effect expressed as % death or % survival. A lethal effect may describe mortality (MORT) or an observed behavior that indicates mortality (e.g., shell valve closures for bivalves (VACL), immobilization (IMBL) for invertebrates, or detachment (DTCH) for sessile organisms). \"MORT\" differs from \"ABND\" in that an initial number of organisms is known for the mortality effect and results are expressed in terms of the initial number (e.g., percent survival).\n",
    "If the author defines criteria used to determine that the organism was dead, and then identifies the effect as a lethal effect, \"MORT\" will be coded in the EFFECT field. MORT may be coded as an effect with LC, EC, LD, NOEC, or LOEC endpoints.\n",
    "If authors report hatch data where the intitial life stage is eggs, code the hatch data as mortality with a measurement comment AS HATCH. If the initial life stage is not eggs or is a life-cycle study where hatch is measured on a future generation, code the hatch data as REP HTCH\n",
    "```\n",
    "\n",
    "As can be seen, there isn't a unique value easy to understant and can mean  % death, % survival, have a endpoint as Lethal concentration to xx% of test animals.\n",
    "\n",
    "With that data base knowlodge will be considered asolute numbers of Measurements directly linked to mortality, as:\n",
    "\n",
    "DTTM\n",
    "Death with tumors\n",
    "Mortalities that occurred with tumors.\n",
    "\n",
    "TKNO\n",
    "Knockdown\n",
    "The inability to fly or stand\n",
    "\n",
    "MORT\n",
    "Mortality"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
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       "\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Unnamed: 0</th>\n",
       "      <th>test_id</th>\n",
       "      <th>test_cas</th>\n",
       "      <th>organism_lifestage</th>\n",
       "      <th>species_number</th>\n",
       "      <th>organism_age_mean</th>\n",
       "      <th>organism_gender</th>\n",
       "      <th>study_duration_mean</th>\n",
       "      <th>exposure_duration_mean</th>\n",
       "      <th>test_type</th>\n",
       "      <th>...</th>\n",
       "      <th>cas_number</th>\n",
       "      <th>chem_name</th>\n",
       "      <th>formulation</th>\n",
       "      <th>chemical_name</th>\n",
       "      <th>common_name</th>\n",
       "      <th>kingdom</th>\n",
       "      <th>class</th>\n",
       "      <th>tax_order</th>\n",
       "      <th>family</th>\n",
       "      <th>species</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>13</td>\n",
       "      <td>50293</td>\n",
       "      <td>NR</td>\n",
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       "      <td>NR</td>\n",
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       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>Indian Earthworm</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Oligochaeta</td>\n",
       "      <td>Haplotaxida</td>\n",
       "      <td>Megascolecidae</td>\n",
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       "      <th>1</th>\n",
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       "      <td>50293</td>\n",
       "      <td>NR</td>\n",
       "      <td>5022</td>\n",
       "      <td>NR</td>\n",
       "      <td>NR</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>Indian Earthworm</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Oligochaeta</td>\n",
       "      <td>Haplotaxida</td>\n",
       "      <td>Megascolecidae</td>\n",
       "      <td>posthuma</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "      <td>13</td>\n",
       "      <td>50293</td>\n",
       "      <td>NR</td>\n",
       "      <td>5022</td>\n",
       "      <td>NR</td>\n",
       "      <td>NR</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>Indian Earthworm</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Oligochaeta</td>\n",
       "      <td>Haplotaxida</td>\n",
       "      <td>Megascolecidae</td>\n",
       "      <td>posthuma</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3</td>\n",
       "      <td>13</td>\n",
       "      <td>50293</td>\n",
       "      <td>NR</td>\n",
       "      <td>5022</td>\n",
       "      <td>NR</td>\n",
       "      <td>NR</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>Indian Earthworm</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Oligochaeta</td>\n",
       "      <td>Haplotaxida</td>\n",
       "      <td>Megascolecidae</td>\n",
       "      <td>posthuma</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4</td>\n",
       "      <td>13</td>\n",
       "      <td>50293</td>\n",
       "      <td>NR</td>\n",
       "      <td>5022</td>\n",
       "      <td>NR</td>\n",
       "      <td>NR</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>Indian Earthworm</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Oligochaeta</td>\n",
       "      <td>Haplotaxida</td>\n",
       "      <td>Megascolecidae</td>\n",
       "      <td>posthuma</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 37 columns</p>\n",
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      "text/plain": [
       "  Unnamed: 0 test_id test_cas organism_lifestage species_number  \\\n",
       "0          0      13    50293                 NR           5022   \n",
       "1          1      13    50293                 NR           5022   \n",
       "2          2      13    50293                 NR           5022   \n",
       "3          3      13    50293                 NR           5022   \n",
       "4          4      13    50293                 NR           5022   \n",
       "\n",
       "  organism_age_mean organism_gender study_duration_mean  \\\n",
       "0                NR              NR                   8   \n",
       "1                NR              NR                   8   \n",
       "2                NR              NR                   8   \n",
       "3                NR              NR                   8   \n",
       "4                NR              NR                   8   \n",
       "\n",
       "  exposure_duration_mean test_type  ... cas_number    chem_name formulation  \\\n",
       "0                      8        NC  ...      67641  2-Propanone          NR   \n",
       "1                      8        NC  ...      67641  2-Propanone          NR   \n",
       "2                      8        NC  ...      67641  2-Propanone          NR   \n",
       "3                      8        NC  ...      67641  2-Propanone          NR   \n",
       "4                      8        NC  ...      67641  2-Propanone          NR   \n",
       "\n",
       "  chemical_name       common_name   kingdom        class    tax_order  \\\n",
       "0   2-Propanone  Indian Earthworm  Animalia  Oligochaeta  Haplotaxida   \n",
       "1   2-Propanone  Indian Earthworm  Animalia  Oligochaeta  Haplotaxida   \n",
       "2   2-Propanone  Indian Earthworm  Animalia  Oligochaeta  Haplotaxida   \n",
       "3   2-Propanone  Indian Earthworm  Animalia  Oligochaeta  Haplotaxida   \n",
       "4   2-Propanone  Indian Earthworm  Animalia  Oligochaeta  Haplotaxida   \n",
       "\n",
       "           family   species  \n",
       "0  Megascolecidae  posthuma  \n",
       "1  Megascolecidae  posthuma  \n",
       "2  Megascolecidae  posthuma  \n",
       "3  Megascolecidae  posthuma  \n",
       "4  Megascolecidae  posthuma  \n",
       "\n",
       "[5 rows x 37 columns]"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.read_csv(\"table.csv\", dtype='unicode')\n",
    "#df = df.drop(['Unnamed:'], axis=1)\n",
    "df.iloc[:5]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['DTTM', 'TKNO', 'MORT']"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mortality_code = ['DTTM', 'TKNO', 'MORT']\n",
    "mortality_code"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(0, 37)\n"
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       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Tenebrionidae</td>\n",
       "      <td>confusum</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1630001</th>\n",
       "      <td>1630001</td>\n",
       "      <td>550661</td>\n",
       "      <td>110735949</td>\n",
       "      <td>LV</td>\n",
       "      <td>16652</td>\n",
       "      <td>3</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>29</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>308069138</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>NC</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>Cigarette Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Anobiidae</td>\n",
       "      <td>unicolor</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1630003</th>\n",
       "      <td>1630003</td>\n",
       "      <td>550695</td>\n",
       "      <td>23031369</td>\n",
       "      <td>LV</td>\n",
       "      <td>16652</td>\n",
       "      <td>3</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>29</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>308069138</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>NC</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>Cigarette Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Anobiidae</td>\n",
       "      <td>unicolor</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1630004</th>\n",
       "      <td>1630004</td>\n",
       "      <td>550704</td>\n",
       "      <td>23031369</td>\n",
       "      <td>LV</td>\n",
       "      <td>16652</td>\n",
       "      <td>3</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>29</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>308069138</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>NC</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>Cigarette Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Anobiidae</td>\n",
       "      <td>unicolor</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1630005</th>\n",
       "      <td>1630005</td>\n",
       "      <td>550713</td>\n",
       "      <td>23031369</td>\n",
       "      <td>LV</td>\n",
       "      <td>16652</td>\n",
       "      <td>3</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>29</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>308069138</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>NC</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>Cigarette Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Anobiidae</td>\n",
       "      <td>unicolor</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1630027</th>\n",
       "      <td>1630027</td>\n",
       "      <td>550870</td>\n",
       "      <td>52315078</td>\n",
       "      <td>LV</td>\n",
       "      <td>16652</td>\n",
       "      <td>3</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>308069138</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>NC</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>Cigarette Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Anobiidae</td>\n",
       "      <td>unicolor</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1630032</th>\n",
       "      <td>1630032</td>\n",
       "      <td>550914</td>\n",
       "      <td>54406483</td>\n",
       "      <td>LV</td>\n",
       "      <td>16652</td>\n",
       "      <td>3</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>29</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>308069138</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>NC</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>Cigarette Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Anobiidae</td>\n",
       "      <td>unicolor</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1630033</th>\n",
       "      <td>1630033</td>\n",
       "      <td>550922</td>\n",
       "      <td>54406483</td>\n",
       "      <td>LV</td>\n",
       "      <td>16652</td>\n",
       "      <td>3</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>29</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>308069138</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>NC</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>Cigarette Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Anobiidae</td>\n",
       "      <td>unicolor</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1630040</th>\n",
       "      <td>1630040</td>\n",
       "      <td>550967</td>\n",
       "      <td>68359375</td>\n",
       "      <td>LV</td>\n",
       "      <td>16652</td>\n",
       "      <td>3</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>29</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>308069138</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>NC</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>Cigarette Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Anobiidae</td>\n",
       "      <td>unicolor</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1630052</th>\n",
       "      <td>1630052</td>\n",
       "      <td>551018</td>\n",
       "      <td>72542611</td>\n",
       "      <td>LV</td>\n",
       "      <td>16652</td>\n",
       "      <td>3</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>29</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>308069138</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>NC</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>Cigarette Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Anobiidae</td>\n",
       "      <td>unicolor</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1630053</th>\n",
       "      <td>1630053</td>\n",
       "      <td>551024</td>\n",
       "      <td>72588842</td>\n",
       "      <td>LV</td>\n",
       "      <td>16652</td>\n",
       "      <td>3</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>29</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>308069138</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>NC</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>Cigarette Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Anobiidae</td>\n",
       "      <td>unicolor</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1630061</th>\n",
       "      <td>1630061</td>\n",
       "      <td>550687</td>\n",
       "      <td>23031369</td>\n",
       "      <td>LV</td>\n",
       "      <td>19831</td>\n",
       "      <td>6</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>29</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>308069138</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>NC</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>Dermestid Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Dermestidae</td>\n",
       "      <td>glabrum</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1630062</th>\n",
       "      <td>1630062</td>\n",
       "      <td>550697</td>\n",
       "      <td>23031369</td>\n",
       "      <td>LV</td>\n",
       "      <td>19831</td>\n",
       "      <td>6</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>29</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>308069138</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>NC</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>Dermestid Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Dermestidae</td>\n",
       "      <td>glabrum</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1630064</th>\n",
       "      <td>1630064</td>\n",
       "      <td>550715</td>\n",
       "      <td>23031369</td>\n",
       "      <td>LV</td>\n",
       "      <td>19831</td>\n",
       "      <td>6</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>29</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>308069138</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>NC</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>Dermestid Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Dermestidae</td>\n",
       "      <td>glabrum</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1630066</th>\n",
       "      <td>1630066</td>\n",
       "      <td>550740</td>\n",
       "      <td>26002802</td>\n",
       "      <td>LV</td>\n",
       "      <td>19831</td>\n",
       "      <td>6</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>29</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>308069138</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>NC</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>Dermestid Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Dermestidae</td>\n",
       "      <td>glabrum</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1630072</th>\n",
       "      <td>1630072</td>\n",
       "      <td>550801</td>\n",
       "      <td>26002802</td>\n",
       "      <td>LV</td>\n",
       "      <td>19831</td>\n",
       "      <td>6</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>29</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>308069138</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>NC</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>Dermestid Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Dermestidae</td>\n",
       "      <td>glabrum</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1630084</th>\n",
       "      <td>1630084</td>\n",
       "      <td>550916</td>\n",
       "      <td>54406483</td>\n",
       "      <td>LV</td>\n",
       "      <td>19831</td>\n",
       "      <td>6</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>29</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>308069138</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>NC</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>Dermestid Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Dermestidae</td>\n",
       "      <td>glabrum</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1630085</th>\n",
       "      <td>1630085</td>\n",
       "      <td>550924</td>\n",
       "      <td>54406483</td>\n",
       "      <td>LV</td>\n",
       "      <td>19831</td>\n",
       "      <td>6</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>29</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>308069138</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>NC</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>Dermestid Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Dermestidae</td>\n",
       "      <td>glabrum</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1630097</th>\n",
       "      <td>1630097</td>\n",
       "      <td>550797</td>\n",
       "      <td>26002802</td>\n",
       "      <td>LV</td>\n",
       "      <td>19831</td>\n",
       "      <td>6</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>29</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>124389</td>\n",
       "      <td>Carbon dioxide</td>\n",
       "      <td>NC</td>\n",
       "      <td>Carbon dioxide</td>\n",
       "      <td>Dermestid Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Dermestidae</td>\n",
       "      <td>glabrum</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>32</td>\n",
       "      <td>48691</td>\n",
       "      <td>10108642</td>\n",
       "      <td>MA</td>\n",
       "      <td>5022</td>\n",
       "      <td>NR</td>\n",
       "      <td>NR</td>\n",
       "      <td>75</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>7732185</td>\n",
       "      <td>Water</td>\n",
       "      <td>NR</td>\n",
       "      <td>Water</td>\n",
       "      <td>Indian Earthworm</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Oligochaeta</td>\n",
       "      <td>Haplotaxida</td>\n",
       "      <td>Megascolecidae</td>\n",
       "      <td>posthuma</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>33</td>\n",
       "      <td>48691</td>\n",
       "      <td>10108642</td>\n",
       "      <td>MA</td>\n",
       "      <td>5022</td>\n",
       "      <td>NR</td>\n",
       "      <td>NR</td>\n",
       "      <td>75</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>7732185</td>\n",
       "      <td>Water</td>\n",
       "      <td>NR</td>\n",
       "      <td>Water</td>\n",
       "      <td>Indian Earthworm</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Oligochaeta</td>\n",
       "      <td>Haplotaxida</td>\n",
       "      <td>Megascolecidae</td>\n",
       "      <td>posthuma</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>34</td>\n",
       "      <td>48691</td>\n",
       "      <td>10108642</td>\n",
       "      <td>MA</td>\n",
       "      <td>5022</td>\n",
       "      <td>NR</td>\n",
       "      <td>NR</td>\n",
       "      <td>75</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>7732185</td>\n",
       "      <td>Water</td>\n",
       "      <td>NR</td>\n",
       "      <td>Water</td>\n",
       "      <td>Indian Earthworm</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Oligochaeta</td>\n",
       "      <td>Haplotaxida</td>\n",
       "      <td>Megascolecidae</td>\n",
       "      <td>posthuma</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>1629877</th>\n",
       "      <td>1629877</td>\n",
       "      <td>572127</td>\n",
       "      <td>56382</td>\n",
       "      <td>AD</td>\n",
       "      <td>19543</td>\n",
       "      <td>NR</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>72</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>63148696</td>\n",
       "      <td>Alkyd resins</td>\n",
       "      <td>NC</td>\n",
       "      <td>Alkyd resins</td>\n",
       "      <td>Ladybird Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Coccinellidae</td>\n",
       "      <td>v-nigrum</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1629878</th>\n",
       "      <td>1629878</td>\n",
       "      <td>572138</td>\n",
       "      <td>60515</td>\n",
       "      <td>AD</td>\n",
       "      <td>19543</td>\n",
       "      <td>NR</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>72</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>63148696</td>\n",
       "      <td>Alkyd resins</td>\n",
       "      <td>NC</td>\n",
       "      <td>Alkyd resins</td>\n",
       "      <td>Ladybird Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Coccinellidae</td>\n",
       "      <td>v-nigrum</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1629879</th>\n",
       "      <td>1629879</td>\n",
       "      <td>572143</td>\n",
       "      <td>69409945</td>\n",
       "      <td>AD</td>\n",
       "      <td>19543</td>\n",
       "      <td>NR</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>72</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>63148696</td>\n",
       "      <td>Alkyd resins</td>\n",
       "      <td>NC</td>\n",
       "      <td>Alkyd resins</td>\n",
       "      <td>Ladybird Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Coccinellidae</td>\n",
       "      <td>v-nigrum</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1629880</th>\n",
       "      <td>1629880</td>\n",
       "      <td>572147</td>\n",
       "      <td>76879</td>\n",
       "      <td>AD</td>\n",
       "      <td>19543</td>\n",
       "      <td>NR</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>72</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>63148696</td>\n",
       "      <td>Alkyd resins</td>\n",
       "      <td>NC</td>\n",
       "      <td>Alkyd resins</td>\n",
       "      <td>Ladybird Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Coccinellidae</td>\n",
       "      <td>v-nigrum</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1629881</th>\n",
       "      <td>1629881</td>\n",
       "      <td>572159</td>\n",
       "      <td>950378</td>\n",
       "      <td>AD</td>\n",
       "      <td>19543</td>\n",
       "      <td>NR</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>72</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>63148696</td>\n",
       "      <td>Alkyd resins</td>\n",
       "      <td>NC</td>\n",
       "      <td>Alkyd resins</td>\n",
       "      <td>Ladybird Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Coccinellidae</td>\n",
       "      <td>v-nigrum</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1629882</th>\n",
       "      <td>1629882</td>\n",
       "      <td>572066</td>\n",
       "      <td>115297</td>\n",
       "      <td>PU</td>\n",
       "      <td>19544</td>\n",
       "      <td>NR</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>7</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>63148696</td>\n",
       "      <td>Alkyd resins</td>\n",
       "      <td>NC</td>\n",
       "      <td>Alkyd resins</td>\n",
       "      <td>Parasitic Wasp</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Hymenoptera</td>\n",
       "      <td>Aphelinidae</td>\n",
       "      <td>perpallidus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1629883</th>\n",
       "      <td>1629883</td>\n",
       "      <td>572076</td>\n",
       "      <td>121755</td>\n",
       "      <td>PU</td>\n",
       "      <td>19544</td>\n",
       "      <td>NR</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>72</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>63148696</td>\n",
       "      <td>Alkyd resins</td>\n",
       "      <td>NC</td>\n",
       "      <td>Alkyd resins</td>\n",
       "      <td>Parasitic Wasp</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Hymenoptera</td>\n",
       "      <td>Aphelinidae</td>\n",
       "      <td>perpallidus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1629884</th>\n",
       "      <td>1629884</td>\n",
       "      <td>572082</td>\n",
       "      <td>16752775</td>\n",
       "      <td>PU</td>\n",
       "      <td>19544</td>\n",
       "      <td>NR</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>7</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>63148696</td>\n",
       "      <td>Alkyd resins</td>\n",
       "      <td>NC</td>\n",
       "      <td>Alkyd resins</td>\n",
       "      <td>Parasitic Wasp</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Hymenoptera</td>\n",
       "      <td>Aphelinidae</td>\n",
       "      <td>perpallidus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1629885</th>\n",
       "      <td>1629885</td>\n",
       "      <td>572086</td>\n",
       "      <td>17804352</td>\n",
       "      <td>PU</td>\n",
       "      <td>19544</td>\n",
       "      <td>NR</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>7</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>63148696</td>\n",
       "      <td>Alkyd resins</td>\n",
       "      <td>NC</td>\n",
       "      <td>Alkyd resins</td>\n",
       "      <td>Parasitic Wasp</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Hymenoptera</td>\n",
       "      <td>Aphelinidae</td>\n",
       "      <td>perpallidus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1629886</th>\n",
       "      <td>1629886</td>\n",
       "      <td>572092</td>\n",
       "      <td>2104645</td>\n",
       "      <td>PU</td>\n",
       "      <td>19544</td>\n",
       "      <td>NR</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>7</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>63148696</td>\n",
       "      <td>Alkyd resins</td>\n",
       "      <td>NC</td>\n",
       "      <td>Alkyd resins</td>\n",
       "      <td>Parasitic Wasp</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Hymenoptera</td>\n",
       "      <td>Aphelinidae</td>\n",
       "      <td>perpallidus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1629887</th>\n",
       "      <td>1629887</td>\n",
       "      <td>572098</td>\n",
       "      <td>2310170</td>\n",
       "      <td>PU</td>\n",
       "      <td>19544</td>\n",
       "      <td>NR</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>7</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>63148696</td>\n",
       "      <td>Alkyd resins</td>\n",
       "      <td>NC</td>\n",
       "      <td>Alkyd resins</td>\n",
       "      <td>Parasitic Wasp</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Hymenoptera</td>\n",
       "      <td>Aphelinidae</td>\n",
       "      <td>perpallidus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1629888</th>\n",
       "      <td>1629888</td>\n",
       "      <td>572102</td>\n",
       "      <td>2439103</td>\n",
       "      <td>PU</td>\n",
       "      <td>19544</td>\n",
       "      <td>NR</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>7</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>63148696</td>\n",
       "      <td>Alkyd resins</td>\n",
       "      <td>NC</td>\n",
       "      <td>Alkyd resins</td>\n",
       "      <td>Parasitic Wasp</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Hymenoptera</td>\n",
       "      <td>Aphelinidae</td>\n",
       "      <td>perpallidus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1629889</th>\n",
       "      <td>1629889</td>\n",
       "      <td>572104</td>\n",
       "      <td>2921882</td>\n",
       "      <td>PU</td>\n",
       "      <td>19544</td>\n",
       "      <td>NR</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>7</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>63148696</td>\n",
       "      <td>Alkyd resins</td>\n",
       "      <td>NC</td>\n",
       "      <td>Alkyd resins</td>\n",
       "      <td>Parasitic Wasp</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Hymenoptera</td>\n",
       "      <td>Aphelinidae</td>\n",
       "      <td>perpallidus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1629890</th>\n",
       "      <td>1629890</td>\n",
       "      <td>572114</td>\n",
       "      <td>51630581</td>\n",
       "      <td>PU</td>\n",
       "      <td>19544</td>\n",
       "      <td>NR</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>7</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>63148696</td>\n",
       "      <td>Alkyd resins</td>\n",
       "      <td>NC</td>\n",
       "      <td>Alkyd resins</td>\n",
       "      <td>Parasitic Wasp</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Hymenoptera</td>\n",
       "      <td>Aphelinidae</td>\n",
       "      <td>perpallidus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1629891</th>\n",
       "      <td>1629891</td>\n",
       "      <td>572119</td>\n",
       "      <td>52315078</td>\n",
       "      <td>PU</td>\n",
       "      <td>19544</td>\n",
       "      <td>NR</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>7</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>63148696</td>\n",
       "      <td>Alkyd resins</td>\n",
       "      <td>NC</td>\n",
       "      <td>Alkyd resins</td>\n",
       "      <td>Parasitic Wasp</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Hymenoptera</td>\n",
       "      <td>Aphelinidae</td>\n",
       "      <td>perpallidus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1629892</th>\n",
       "      <td>1629892</td>\n",
       "      <td>572124</td>\n",
       "      <td>563122</td>\n",
       "      <td>PU</td>\n",
       "      <td>19544</td>\n",
       "      <td>NR</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>7</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>63148696</td>\n",
       "      <td>Alkyd resins</td>\n",
       "      <td>NC</td>\n",
       "      <td>Alkyd resins</td>\n",
       "      <td>Parasitic Wasp</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Hymenoptera</td>\n",
       "      <td>Aphelinidae</td>\n",
       "      <td>perpallidus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1629893</th>\n",
       "      <td>1629893</td>\n",
       "      <td>572130</td>\n",
       "      <td>56382</td>\n",
       "      <td>PU</td>\n",
       "      <td>19544</td>\n",
       "      <td>NR</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>7</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>63148696</td>\n",
       "      <td>Alkyd resins</td>\n",
       "      <td>NC</td>\n",
       "      <td>Alkyd resins</td>\n",
       "      <td>Parasitic Wasp</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Hymenoptera</td>\n",
       "      <td>Aphelinidae</td>\n",
       "      <td>perpallidus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1629894</th>\n",
       "      <td>1629894</td>\n",
       "      <td>572135</td>\n",
       "      <td>58899</td>\n",
       "      <td>PU</td>\n",
       "      <td>19544</td>\n",
       "      <td>NR</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>7</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>63148696</td>\n",
       "      <td>Alkyd resins</td>\n",
       "      <td>NC</td>\n",
       "      <td>Alkyd resins</td>\n",
       "      <td>Parasitic Wasp</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Hymenoptera</td>\n",
       "      <td>Aphelinidae</td>\n",
       "      <td>perpallidus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1629895</th>\n",
       "      <td>1629895</td>\n",
       "      <td>572141</td>\n",
       "      <td>60515</td>\n",
       "      <td>PU</td>\n",
       "      <td>19544</td>\n",
       "      <td>NR</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>7</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>63148696</td>\n",
       "      <td>Alkyd resins</td>\n",
       "      <td>NC</td>\n",
       "      <td>Alkyd resins</td>\n",
       "      <td>Parasitic Wasp</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Hymenoptera</td>\n",
       "      <td>Aphelinidae</td>\n",
       "      <td>perpallidus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1629896</th>\n",
       "      <td>1629896</td>\n",
       "      <td>572142</td>\n",
       "      <td>63252</td>\n",
       "      <td>PU</td>\n",
       "      <td>19544</td>\n",
       "      <td>NR</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>7</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>63148696</td>\n",
       "      <td>Alkyd resins</td>\n",
       "      <td>NC</td>\n",
       "      <td>Alkyd resins</td>\n",
       "      <td>Parasitic Wasp</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Hymenoptera</td>\n",
       "      <td>Aphelinidae</td>\n",
       "      <td>perpallidus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1629897</th>\n",
       "      <td>1629897</td>\n",
       "      <td>572144</td>\n",
       "      <td>69409945</td>\n",
       "      <td>PU</td>\n",
       "      <td>19544</td>\n",
       "      <td>NR</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>7</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>63148696</td>\n",
       "      <td>Alkyd resins</td>\n",
       "      <td>NC</td>\n",
       "      <td>Alkyd resins</td>\n",
       "      <td>Parasitic Wasp</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Hymenoptera</td>\n",
       "      <td>Aphelinidae</td>\n",
       "      <td>perpallidus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1629898</th>\n",
       "      <td>1629898</td>\n",
       "      <td>572157</td>\n",
       "      <td>86500</td>\n",
       "      <td>PU</td>\n",
       "      <td>19544</td>\n",
       "      <td>NR</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>7</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>63148696</td>\n",
       "      <td>Alkyd resins</td>\n",
       "      <td>NC</td>\n",
       "      <td>Alkyd resins</td>\n",
       "      <td>Parasitic Wasp</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Hymenoptera</td>\n",
       "      <td>Aphelinidae</td>\n",
       "      <td>perpallidus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1629899</th>\n",
       "      <td>1629899</td>\n",
       "      <td>572158</td>\n",
       "      <td>950378</td>\n",
       "      <td>PU</td>\n",
       "      <td>19544</td>\n",
       "      <td>NR</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>7</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>63148696</td>\n",
       "      <td>Alkyd resins</td>\n",
       "      <td>NC</td>\n",
       "      <td>Alkyd resins</td>\n",
       "      <td>Parasitic Wasp</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Hymenoptera</td>\n",
       "      <td>Aphelinidae</td>\n",
       "      <td>perpallidus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1629930</th>\n",
       "      <td>1629930</td>\n",
       "      <td>518915</td>\n",
       "      <td>8003347</td>\n",
       "      <td>NR</td>\n",
       "      <td>16676</td>\n",
       "      <td>NR</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>8008206</td>\n",
       "      <td>Kerosine (petroleum)</td>\n",
       "      <td>NC</td>\n",
       "      <td>Kerosine (petroleum)</td>\n",
       "      <td>Mamushi</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Reptilia</td>\n",
       "      <td>Squamata</td>\n",
       "      <td>Viperidae</td>\n",
       "      <td>blomhoffii</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1629931</th>\n",
       "      <td>1629931</td>\n",
       "      <td>556170</td>\n",
       "      <td>127902</td>\n",
       "      <td>NR</td>\n",
       "      <td>16676</td>\n",
       "      <td>NR</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>8</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>8008206</td>\n",
       "      <td>Kerosine (petroleum)</td>\n",
       "      <td>NC</td>\n",
       "      <td>Kerosine (petroleum)</td>\n",
       "      <td>Mamushi</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Reptilia</td>\n",
       "      <td>Squamata</td>\n",
       "      <td>Viperidae</td>\n",
       "      <td>blomhoffii</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1629932</th>\n",
       "      <td>1629932</td>\n",
       "      <td>518916</td>\n",
       "      <td>8003347</td>\n",
       "      <td>NR</td>\n",
       "      <td>16677</td>\n",
       "      <td>NR</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>8008206</td>\n",
       "      <td>Kerosine (petroleum)</td>\n",
       "      <td>NC</td>\n",
       "      <td>Kerosine (petroleum)</td>\n",
       "      <td>Habu</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Reptilia</td>\n",
       "      <td>Squamata</td>\n",
       "      <td>Viperidae</td>\n",
       "      <td>flavoviridis</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1629933</th>\n",
       "      <td>1629933</td>\n",
       "      <td>556172</td>\n",
       "      <td>127902</td>\n",
       "      <td>NR</td>\n",
       "      <td>16677</td>\n",
       "      <td>NR</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>8</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>8008206</td>\n",
       "      <td>Kerosine (petroleum)</td>\n",
       "      <td>NC</td>\n",
       "      <td>Kerosine (petroleum)</td>\n",
       "      <td>Habu</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Reptilia</td>\n",
       "      <td>Squamata</td>\n",
       "      <td>Viperidae</td>\n",
       "      <td>flavoviridis</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1629934</th>\n",
       "      <td>1629934</td>\n",
       "      <td>556174</td>\n",
       "      <td>23031369</td>\n",
       "      <td>NR</td>\n",
       "      <td>16677</td>\n",
       "      <td>NR</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>4</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>8008206</td>\n",
       "      <td>Kerosine (petroleum)</td>\n",
       "      <td>NC</td>\n",
       "      <td>Kerosine (petroleum)</td>\n",
       "      <td>Habu</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Reptilia</td>\n",
       "      <td>Squamata</td>\n",
       "      <td>Viperidae</td>\n",
       "      <td>flavoviridis</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1629935</th>\n",
       "      <td>1629935</td>\n",
       "      <td>556173</td>\n",
       "      <td>23031369</td>\n",
       "      <td>NR</td>\n",
       "      <td>12619</td>\n",
       "      <td>NR</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>60</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>8008206</td>\n",
       "      <td>Kerosine (petroleum)</td>\n",
       "      <td>NC</td>\n",
       "      <td>Kerosine (petroleum)</td>\n",
       "      <td>Escorpi O</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Arachnida</td>\n",
       "      <td>Scorpiones</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1629937</th>\n",
       "      <td>1629937</td>\n",
       "      <td>556176</td>\n",
       "      <td>8003347</td>\n",
       "      <td>NR</td>\n",
       "      <td>12619</td>\n",
       "      <td>NR</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>60</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>8008206</td>\n",
       "      <td>Kerosine (petroleum)</td>\n",
       "      <td>NC</td>\n",
       "      <td>Kerosine (petroleum)</td>\n",
       "      <td>Escorpi O</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Arachnida</td>\n",
       "      <td>Scorpiones</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>29577 rows × 37 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "        Unnamed: 0 test_id   test_cas organism_lifestage species_number  \\\n",
       "145270      145270  532106   10453868                 AD           1077   \n",
       "145271      145271  532107   10453868                 AD           1077   \n",
       "145275      145275  532115   52645531                 AD           1077   \n",
       "145276      145276  532116   52645531                 AD           1077   \n",
       "1629936    1629936  556175   52645531                 NR          12619   \n",
       "1629979    1629979  550945   68359375                 AD          16654   \n",
       "1629981    1629981  550965   68359375                 AD          16654   \n",
       "1629986    1629986  550987   71756008                 AD          16654   \n",
       "1629992    1629992  551014   72542564                 AD          16654   \n",
       "1630001    1630001  550661  110735949                 LV          16652   \n",
       "1630003    1630003  550695   23031369                 LV          16652   \n",
       "1630004    1630004  550704   23031369                 LV          16652   \n",
       "1630005    1630005  550713   23031369                 LV          16652   \n",
       "1630027    1630027  550870   52315078                 LV          16652   \n",
       "1630032    1630032  550914   54406483                 LV          16652   \n",
       "1630033    1630033  550922   54406483                 LV          16652   \n",
       "1630040    1630040  550967   68359375                 LV          16652   \n",
       "1630052    1630052  551018   72542611                 LV          16652   \n",
       "1630053    1630053  551024   72588842                 LV          16652   \n",
       "1630061    1630061  550687   23031369                 LV          19831   \n",
       "1630062    1630062  550697   23031369                 LV          19831   \n",
       "1630064    1630064  550715   23031369                 LV          19831   \n",
       "1630066    1630066  550740   26002802                 LV          19831   \n",
       "1630072    1630072  550801   26002802                 LV          19831   \n",
       "1630084    1630084  550916   54406483                 LV          19831   \n",
       "1630085    1630085  550924   54406483                 LV          19831   \n",
       "1630097    1630097  550797   26002802                 LV          19831   \n",
       "32              32   48691   10108642                 MA           5022   \n",
       "33              33   48691   10108642                 MA           5022   \n",
       "34              34   48691   10108642                 MA           5022   \n",
       "...            ...     ...        ...                ...            ...   \n",
       "1629877    1629877  572127      56382                 AD          19543   \n",
       "1629878    1629878  572138      60515                 AD          19543   \n",
       "1629879    1629879  572143   69409945                 AD          19543   \n",
       "1629880    1629880  572147      76879                 AD          19543   \n",
       "1629881    1629881  572159     950378                 AD          19543   \n",
       "1629882    1629882  572066     115297                 PU          19544   \n",
       "1629883    1629883  572076     121755                 PU          19544   \n",
       "1629884    1629884  572082   16752775                 PU          19544   \n",
       "1629885    1629885  572086   17804352                 PU          19544   \n",
       "1629886    1629886  572092    2104645                 PU          19544   \n",
       "1629887    1629887  572098    2310170                 PU          19544   \n",
       "1629888    1629888  572102    2439103                 PU          19544   \n",
       "1629889    1629889  572104    2921882                 PU          19544   \n",
       "1629890    1629890  572114   51630581                 PU          19544   \n",
       "1629891    1629891  572119   52315078                 PU          19544   \n",
       "1629892    1629892  572124     563122                 PU          19544   \n",
       "1629893    1629893  572130      56382                 PU          19544   \n",
       "1629894    1629894  572135      58899                 PU          19544   \n",
       "1629895    1629895  572141      60515                 PU          19544   \n",
       "1629896    1629896  572142      63252                 PU          19544   \n",
       "1629897    1629897  572144   69409945                 PU          19544   \n",
       "1629898    1629898  572157      86500                 PU          19544   \n",
       "1629899    1629899  572158     950378                 PU          19544   \n",
       "1629930    1629930  518915    8003347                 NR          16676   \n",
       "1629931    1629931  556170     127902                 NR          16676   \n",
       "1629932    1629932  518916    8003347                 NR          16677   \n",
       "1629933    1629933  556172     127902                 NR          16677   \n",
       "1629934    1629934  556174   23031369                 NR          16677   \n",
       "1629935    1629935  556173   23031369                 NR          12619   \n",
       "1629937    1629937  556176    8003347                 NR          12619   \n",
       "\n",
       "        organism_age_mean organism_gender study_duration_mean  \\\n",
       "145270                  3              NR                  NC   \n",
       "145271                  3              NR                  NC   \n",
       "145275                  3              NR                  NC   \n",
       "145276                  3              NR                  NC   \n",
       "1629936                NR              NR                  NC   \n",
       "1629979                 1              NR                  NC   \n",
       "1629981                 1              NR                  NC   \n",
       "1629986                 1              NR                  NC   \n",
       "1629992                 1              NR                  NC   \n",
       "1630001                 3              NR                  NC   \n",
       "1630003                 3              NR                  NC   \n",
       "1630004                 3              NR                  NC   \n",
       "1630005                 3              NR                  NC   \n",
       "1630027                 3              NR                  NC   \n",
       "1630032                 3              NR                  NC   \n",
       "1630033                 3              NR                  NC   \n",
       "1630040                 3              NR                  NC   \n",
       "1630052                 3              NR                  NC   \n",
       "1630053                 3              NR                  NC   \n",
       "1630061                 6              NR                  NC   \n",
       "1630062                 6              NR                  NC   \n",
       "1630064                 6              NR                  NC   \n",
       "1630066                 6              NR                  NC   \n",
       "1630072                 6              NR                  NC   \n",
       "1630084                 6              NR                  NC   \n",
       "1630085                 6              NR                  NC   \n",
       "1630097                 6              NR                  NC   \n",
       "32                     NR              NR                  75   \n",
       "33                     NR              NR                  75   \n",
       "34                     NR              NR                  75   \n",
       "...                   ...             ...                 ...   \n",
       "1629877                NR              NR                  NC   \n",
       "1629878                NR              NR                  NC   \n",
       "1629879                NR              NR                  NC   \n",
       "1629880                NR              NR                  NC   \n",
       "1629881                NR              NR                  NC   \n",
       "1629882                NR              NR                  NC   \n",
       "1629883                NR              NR                  NC   \n",
       "1629884                NR              NR                  NC   \n",
       "1629885                NR              NR                  NC   \n",
       "1629886                NR              NR                  NC   \n",
       "1629887                NR              NR                  NC   \n",
       "1629888                NR              NR                  NC   \n",
       "1629889                NR              NR                  NC   \n",
       "1629890                NR              NR                  NC   \n",
       "1629891                NR              NR                  NC   \n",
       "1629892                NR              NR                  NC   \n",
       "1629893                NR              NR                  NC   \n",
       "1629894                NR              NR                  NC   \n",
       "1629895                NR              NR                  NC   \n",
       "1629896                NR              NR                  NC   \n",
       "1629897                NR              NR                  NC   \n",
       "1629898                NR              NR                  NC   \n",
       "1629899                NR              NR                  NC   \n",
       "1629930                NR              NR                  NC   \n",
       "1629931                NR              NR                  NC   \n",
       "1629932                NR              NR                  NC   \n",
       "1629933                NR              NR                  NC   \n",
       "1629934                NR              NR                  NC   \n",
       "1629935                NR              NR                  NC   \n",
       "1629937                NR              NR                  NC   \n",
       "\n",
       "        exposure_duration_mean test_type  ... cas_number  \\\n",
       "145270                     NaN        NC  ...      67641   \n",
       "145271                     NaN        NC  ...      67641   \n",
       "145275                     NaN        NC  ...      67641   \n",
       "145276                     NaN        NC  ...      67641   \n",
       "1629936                     60        NC  ...    8008206   \n",
       "1629979                     29        NC  ...  308069138   \n",
       "1629981                     29        NC  ...  308069138   \n",
       "1629986                     29        NC  ...  308069138   \n",
       "1629992                     29        NC  ...  308069138   \n",
       "1630001                     29        NC  ...  308069138   \n",
       "1630003                     29        NC  ...  308069138   \n",
       "1630004                     29        NC  ...  308069138   \n",
       "1630005                     29        NC  ...  308069138   \n",
       "1630027                    NaN        NC  ...  308069138   \n",
       "1630032                     29        NC  ...  308069138   \n",
       "1630033                     29        NC  ...  308069138   \n",
       "1630040                     29        NC  ...  308069138   \n",
       "1630052                     29        NC  ...  308069138   \n",
       "1630053                     29        NC  ...  308069138   \n",
       "1630061                     29        NC  ...  308069138   \n",
       "1630062                     29        NC  ...  308069138   \n",
       "1630064                     29        NC  ...  308069138   \n",
       "1630066                     29        NC  ...  308069138   \n",
       "1630072                     29        NC  ...  308069138   \n",
       "1630084                     29        NC  ...  308069138   \n",
       "1630085                     29        NC  ...  308069138   \n",
       "1630097                     29        NC  ...     124389   \n",
       "32                          NR        NC  ...    7732185   \n",
       "33                          NR        NC  ...    7732185   \n",
       "34                          NR        NC  ...    7732185   \n",
       "...                        ...       ...  ...        ...   \n",
       "1629877                     72        NC  ...   63148696   \n",
       "1629878                     72        NC  ...   63148696   \n",
       "1629879                     72        NC  ...   63148696   \n",
       "1629880                     72        NC  ...   63148696   \n",
       "1629881                     72        NC  ...   63148696   \n",
       "1629882                      7        NC  ...   63148696   \n",
       "1629883                     72        NC  ...   63148696   \n",
       "1629884                      7        NC  ...   63148696   \n",
       "1629885                      7        NC  ...   63148696   \n",
       "1629886                      7        NC  ...   63148696   \n",
       "1629887                      7        NC  ...   63148696   \n",
       "1629888                      7        NC  ...   63148696   \n",
       "1629889                      7        NC  ...   63148696   \n",
       "1629890                      7        NC  ...   63148696   \n",
       "1629891                      7        NC  ...   63148696   \n",
       "1629892                      7        NC  ...   63148696   \n",
       "1629893                      7        NC  ...   63148696   \n",
       "1629894                      7        NC  ...   63148696   \n",
       "1629895                      7        NC  ...   63148696   \n",
       "1629896                      7        NC  ...   63148696   \n",
       "1629897                      7        NC  ...   63148696   \n",
       "1629898                      7        NC  ...   63148696   \n",
       "1629899                      7        NC  ...   63148696   \n",
       "1629930                    NaN        NC  ...    8008206   \n",
       "1629931                      8        NC  ...    8008206   \n",
       "1629932                    NaN        NC  ...    8008206   \n",
       "1629933                      8        NC  ...    8008206   \n",
       "1629934                      4        NC  ...    8008206   \n",
       "1629935                     60        NC  ...    8008206   \n",
       "1629937                     60        NC  ...    8008206   \n",
       "\n",
       "                    chem_name formulation         chemical_name  \\\n",
       "145270            2-Propanone          NC           2-Propanone   \n",
       "145271            2-Propanone          NC           2-Propanone   \n",
       "145275            2-Propanone          NC           2-Propanone   \n",
       "145276            2-Propanone          NC           2-Propanone   \n",
       "1629936  Kerosine (petroleum)          NC  Kerosine (petroleum)   \n",
       "1629979      Perfluorocarbons          NC      Perfluorocarbons   \n",
       "1629981      Perfluorocarbons          NC      Perfluorocarbons   \n",
       "1629986      Perfluorocarbons          NC      Perfluorocarbons   \n",
       "1629992      Perfluorocarbons          NC      Perfluorocarbons   \n",
       "1630001      Perfluorocarbons          NC      Perfluorocarbons   \n",
       "1630003      Perfluorocarbons          NC      Perfluorocarbons   \n",
       "1630004      Perfluorocarbons          NC      Perfluorocarbons   \n",
       "1630005      Perfluorocarbons          NC      Perfluorocarbons   \n",
       "1630027      Perfluorocarbons          NC      Perfluorocarbons   \n",
       "1630032      Perfluorocarbons          NC      Perfluorocarbons   \n",
       "1630033      Perfluorocarbons          NC      Perfluorocarbons   \n",
       "1630040      Perfluorocarbons          NC      Perfluorocarbons   \n",
       "1630052      Perfluorocarbons          NC      Perfluorocarbons   \n",
       "1630053      Perfluorocarbons          NC      Perfluorocarbons   \n",
       "1630061      Perfluorocarbons          NC      Perfluorocarbons   \n",
       "1630062      Perfluorocarbons          NC      Perfluorocarbons   \n",
       "1630064      Perfluorocarbons          NC      Perfluorocarbons   \n",
       "1630066      Perfluorocarbons          NC      Perfluorocarbons   \n",
       "1630072      Perfluorocarbons          NC      Perfluorocarbons   \n",
       "1630084      Perfluorocarbons          NC      Perfluorocarbons   \n",
       "1630085      Perfluorocarbons          NC      Perfluorocarbons   \n",
       "1630097        Carbon dioxide          NC        Carbon dioxide   \n",
       "32                      Water          NR                 Water   \n",
       "33                      Water          NR                 Water   \n",
       "34                      Water          NR                 Water   \n",
       "...                       ...         ...                   ...   \n",
       "1629877          Alkyd resins          NC          Alkyd resins   \n",
       "1629878          Alkyd resins          NC          Alkyd resins   \n",
       "1629879          Alkyd resins          NC          Alkyd resins   \n",
       "1629880          Alkyd resins          NC          Alkyd resins   \n",
       "1629881          Alkyd resins          NC          Alkyd resins   \n",
       "1629882          Alkyd resins          NC          Alkyd resins   \n",
       "1629883          Alkyd resins          NC          Alkyd resins   \n",
       "1629884          Alkyd resins          NC          Alkyd resins   \n",
       "1629885          Alkyd resins          NC          Alkyd resins   \n",
       "1629886          Alkyd resins          NC          Alkyd resins   \n",
       "1629887          Alkyd resins          NC          Alkyd resins   \n",
       "1629888          Alkyd resins          NC          Alkyd resins   \n",
       "1629889          Alkyd resins          NC          Alkyd resins   \n",
       "1629890          Alkyd resins          NC          Alkyd resins   \n",
       "1629891          Alkyd resins          NC          Alkyd resins   \n",
       "1629892          Alkyd resins          NC          Alkyd resins   \n",
       "1629893          Alkyd resins          NC          Alkyd resins   \n",
       "1629894          Alkyd resins          NC          Alkyd resins   \n",
       "1629895          Alkyd resins          NC          Alkyd resins   \n",
       "1629896          Alkyd resins          NC          Alkyd resins   \n",
       "1629897          Alkyd resins          NC          Alkyd resins   \n",
       "1629898          Alkyd resins          NC          Alkyd resins   \n",
       "1629899          Alkyd resins          NC          Alkyd resins   \n",
       "1629930  Kerosine (petroleum)          NC  Kerosine (petroleum)   \n",
       "1629931  Kerosine (petroleum)          NC  Kerosine (petroleum)   \n",
       "1629932  Kerosine (petroleum)          NC  Kerosine (petroleum)   \n",
       "1629933  Kerosine (petroleum)          NC  Kerosine (petroleum)   \n",
       "1629934  Kerosine (petroleum)          NC  Kerosine (petroleum)   \n",
       "1629935  Kerosine (petroleum)          NC  Kerosine (petroleum)   \n",
       "1629937  Kerosine (petroleum)          NC  Kerosine (petroleum)   \n",
       "\n",
       "                   common_name   kingdom        class    tax_order  \\\n",
       "145270                Mosquito  Animalia      Insecta      Diptera   \n",
       "145271                Mosquito  Animalia      Insecta      Diptera   \n",
       "145275                Mosquito  Animalia      Insecta      Diptera   \n",
       "145276                Mosquito  Animalia      Insecta      Diptera   \n",
       "1629936              Escorpi O  Animalia    Arachnida   Scorpiones   \n",
       "1629979  Confused Flour Beetle  Animalia      Insecta   Coleoptera   \n",
       "1629981  Confused Flour Beetle  Animalia      Insecta   Coleoptera   \n",
       "1629986  Confused Flour Beetle  Animalia      Insecta   Coleoptera   \n",
       "1629992  Confused Flour Beetle  Animalia      Insecta   Coleoptera   \n",
       "1630001       Cigarette Beetle  Animalia      Insecta   Coleoptera   \n",
       "1630003       Cigarette Beetle  Animalia      Insecta   Coleoptera   \n",
       "1630004       Cigarette Beetle  Animalia      Insecta   Coleoptera   \n",
       "1630005       Cigarette Beetle  Animalia      Insecta   Coleoptera   \n",
       "1630027       Cigarette Beetle  Animalia      Insecta   Coleoptera   \n",
       "1630032       Cigarette Beetle  Animalia      Insecta   Coleoptera   \n",
       "1630033       Cigarette Beetle  Animalia      Insecta   Coleoptera   \n",
       "1630040       Cigarette Beetle  Animalia      Insecta   Coleoptera   \n",
       "1630052       Cigarette Beetle  Animalia      Insecta   Coleoptera   \n",
       "1630053       Cigarette Beetle  Animalia      Insecta   Coleoptera   \n",
       "1630061       Dermestid Beetle  Animalia      Insecta   Coleoptera   \n",
       "1630062       Dermestid Beetle  Animalia      Insecta   Coleoptera   \n",
       "1630064       Dermestid Beetle  Animalia      Insecta   Coleoptera   \n",
       "1630066       Dermestid Beetle  Animalia      Insecta   Coleoptera   \n",
       "1630072       Dermestid Beetle  Animalia      Insecta   Coleoptera   \n",
       "1630084       Dermestid Beetle  Animalia      Insecta   Coleoptera   \n",
       "1630085       Dermestid Beetle  Animalia      Insecta   Coleoptera   \n",
       "1630097       Dermestid Beetle  Animalia      Insecta   Coleoptera   \n",
       "32            Indian Earthworm  Animalia  Oligochaeta  Haplotaxida   \n",
       "33            Indian Earthworm  Animalia  Oligochaeta  Haplotaxida   \n",
       "34            Indian Earthworm  Animalia  Oligochaeta  Haplotaxida   \n",
       "...                        ...       ...          ...          ...   \n",
       "1629877        Ladybird Beetle  Animalia      Insecta   Coleoptera   \n",
       "1629878        Ladybird Beetle  Animalia      Insecta   Coleoptera   \n",
       "1629879        Ladybird Beetle  Animalia      Insecta   Coleoptera   \n",
       "1629880        Ladybird Beetle  Animalia      Insecta   Coleoptera   \n",
       "1629881        Ladybird Beetle  Animalia      Insecta   Coleoptera   \n",
       "1629882         Parasitic Wasp  Animalia      Insecta  Hymenoptera   \n",
       "1629883         Parasitic Wasp  Animalia      Insecta  Hymenoptera   \n",
       "1629884         Parasitic Wasp  Animalia      Insecta  Hymenoptera   \n",
       "1629885         Parasitic Wasp  Animalia      Insecta  Hymenoptera   \n",
       "1629886         Parasitic Wasp  Animalia      Insecta  Hymenoptera   \n",
       "1629887         Parasitic Wasp  Animalia      Insecta  Hymenoptera   \n",
       "1629888         Parasitic Wasp  Animalia      Insecta  Hymenoptera   \n",
       "1629889         Parasitic Wasp  Animalia      Insecta  Hymenoptera   \n",
       "1629890         Parasitic Wasp  Animalia      Insecta  Hymenoptera   \n",
       "1629891         Parasitic Wasp  Animalia      Insecta  Hymenoptera   \n",
       "1629892         Parasitic Wasp  Animalia      Insecta  Hymenoptera   \n",
       "1629893         Parasitic Wasp  Animalia      Insecta  Hymenoptera   \n",
       "1629894         Parasitic Wasp  Animalia      Insecta  Hymenoptera   \n",
       "1629895         Parasitic Wasp  Animalia      Insecta  Hymenoptera   \n",
       "1629896         Parasitic Wasp  Animalia      Insecta  Hymenoptera   \n",
       "1629897         Parasitic Wasp  Animalia      Insecta  Hymenoptera   \n",
       "1629898         Parasitic Wasp  Animalia      Insecta  Hymenoptera   \n",
       "1629899         Parasitic Wasp  Animalia      Insecta  Hymenoptera   \n",
       "1629930                Mamushi  Animalia     Reptilia     Squamata   \n",
       "1629931                Mamushi  Animalia     Reptilia     Squamata   \n",
       "1629932                   Habu  Animalia     Reptilia     Squamata   \n",
       "1629933                   Habu  Animalia     Reptilia     Squamata   \n",
       "1629934                   Habu  Animalia     Reptilia     Squamata   \n",
       "1629935              Escorpi O  Animalia    Arachnida   Scorpiones   \n",
       "1629937              Escorpi O  Animalia    Arachnida   Scorpiones   \n",
       "\n",
       "                 family       species  \n",
       "145270        Culicidae       pipiens  \n",
       "145271        Culicidae       pipiens  \n",
       "145275        Culicidae       pipiens  \n",
       "145276        Culicidae       pipiens  \n",
       "1629936             NaN           NaN  \n",
       "1629979   Tenebrionidae      confusum  \n",
       "1629981   Tenebrionidae      confusum  \n",
       "1629986   Tenebrionidae      confusum  \n",
       "1629992   Tenebrionidae      confusum  \n",
       "1630001       Anobiidae      unicolor  \n",
       "1630003       Anobiidae      unicolor  \n",
       "1630004       Anobiidae      unicolor  \n",
       "1630005       Anobiidae      unicolor  \n",
       "1630027       Anobiidae      unicolor  \n",
       "1630032       Anobiidae      unicolor  \n",
       "1630033       Anobiidae      unicolor  \n",
       "1630040       Anobiidae      unicolor  \n",
       "1630052       Anobiidae      unicolor  \n",
       "1630053       Anobiidae      unicolor  \n",
       "1630061     Dermestidae       glabrum  \n",
       "1630062     Dermestidae       glabrum  \n",
       "1630064     Dermestidae       glabrum  \n",
       "1630066     Dermestidae       glabrum  \n",
       "1630072     Dermestidae       glabrum  \n",
       "1630084     Dermestidae       glabrum  \n",
       "1630085     Dermestidae       glabrum  \n",
       "1630097     Dermestidae       glabrum  \n",
       "32       Megascolecidae      posthuma  \n",
       "33       Megascolecidae      posthuma  \n",
       "34       Megascolecidae      posthuma  \n",
       "...                 ...           ...  \n",
       "1629877   Coccinellidae      v-nigrum  \n",
       "1629878   Coccinellidae      v-nigrum  \n",
       "1629879   Coccinellidae      v-nigrum  \n",
       "1629880   Coccinellidae      v-nigrum  \n",
       "1629881   Coccinellidae      v-nigrum  \n",
       "1629882     Aphelinidae   perpallidus  \n",
       "1629883     Aphelinidae   perpallidus  \n",
       "1629884     Aphelinidae   perpallidus  \n",
       "1629885     Aphelinidae   perpallidus  \n",
       "1629886     Aphelinidae   perpallidus  \n",
       "1629887     Aphelinidae   perpallidus  \n",
       "1629888     Aphelinidae   perpallidus  \n",
       "1629889     Aphelinidae   perpallidus  \n",
       "1629890     Aphelinidae   perpallidus  \n",
       "1629891     Aphelinidae   perpallidus  \n",
       "1629892     Aphelinidae   perpallidus  \n",
       "1629893     Aphelinidae   perpallidus  \n",
       "1629894     Aphelinidae   perpallidus  \n",
       "1629895     Aphelinidae   perpallidus  \n",
       "1629896     Aphelinidae   perpallidus  \n",
       "1629897     Aphelinidae   perpallidus  \n",
       "1629898     Aphelinidae   perpallidus  \n",
       "1629899     Aphelinidae   perpallidus  \n",
       "1629930       Viperidae    blomhoffii  \n",
       "1629931       Viperidae    blomhoffii  \n",
       "1629932       Viperidae  flavoviridis  \n",
       "1629933       Viperidae  flavoviridis  \n",
       "1629934       Viperidae  flavoviridis  \n",
       "1629935             NaN           NaN  \n",
       "1629937             NaN           NaN  \n",
       "\n",
       "[29577 rows x 37 columns]"
      ]
     },
     "execution_count": 51,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "n = df.query('effect == \"MOR\"')\n",
    "\n",
    "new_df = n.query('measurement == \"' + mortality_code[0] + '\"')\n",
    "print(new_df.shape)\n",
    "for i in mortality_code[1:]:\n",
    "    new_df = new_df.append(n.query('measurement == \"' + i + '\"'))\n",
    "\n",
    "new_df"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Here we have how many tests of a species is connected to the three mortalities types chosen in ```mortality_code```"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "norvegicus        12841\n",
       "terrestris         3808\n",
       "musculus           2123\n",
       "esculentus         1813\n",
       "candida            1174\n",
       "japonica           1084\n",
       "scrofa              882\n",
       "platyrhynchos       868\n",
       "aries               701\n",
       "virginianus         689\n",
       "hispidus            370\n",
       "vison               348\n",
       "mellifera           308\n",
       "sparverius          219\n",
       "sp.                 186\n",
       "coturnix            180\n",
       "colchicus           168\n",
       "domesticus          143\n",
       "andrei              138\n",
       "fetida              137\n",
       "scaber              106\n",
       "ater                104\n",
       "cuniculus           101\n",
       "max                  83\n",
       "caliginosa           79\n",
       "stephensi            59\n",
       "leucocephalus        57\n",
       "virescens            56\n",
       "sanguinalis          54\n",
       "vulgaris             46\n",
       "                  ...  \n",
       "marginiventris        4\n",
       "trivittatus           4\n",
       "messoria              4\n",
       "posthuma              4\n",
       "confusum              4\n",
       "aspersa               4\n",
       "sanguinea             4\n",
       "maximus               4\n",
       "farinae               4\n",
       "scripta               3\n",
       "formosanus            3\n",
       "castaneum             3\n",
       "flavoviridis          3\n",
       "scandens              3\n",
       "familiaris            3\n",
       "inodorum              2\n",
       "blomhoffii            2\n",
       "rigidum               2\n",
       "fulica                2\n",
       "lapathifolium         2\n",
       "armata                2\n",
       "polionotus            1\n",
       "arvensis              1\n",
       "vulgare               1\n",
       "gestroi               1\n",
       "latrans               1\n",
       "brunneus              1\n",
       "quiscula              1\n",
       "discors               1\n",
       "papaya                1\n",
       "Name: species, Length: 94, dtype: int64"
      ]
     },
     "execution_count": 54,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "new_df['species'].value_counts()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "To have a comparitive value, we will do the same with all values different that the chosen in ```mortality_code```"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 76,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(0, 37)\n"
     ]
    },
    {
     "data": {
      "text/html": [
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       "    .dataframe tbody tr th:only-of-type {\n",
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       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
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       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Unnamed: 0</th>\n",
       "      <th>test_id</th>\n",
       "      <th>test_cas</th>\n",
       "      <th>organism_lifestage</th>\n",
       "      <th>species_number</th>\n",
       "      <th>organism_age_mean</th>\n",
       "      <th>organism_gender</th>\n",
       "      <th>study_duration_mean</th>\n",
       "      <th>exposure_duration_mean</th>\n",
       "      <th>test_type</th>\n",
       "      <th>...</th>\n",
       "      <th>cas_number</th>\n",
       "      <th>chem_name</th>\n",
       "      <th>formulation</th>\n",
       "      <th>chemical_name</th>\n",
       "      <th>common_name</th>\n",
       "      <th>kingdom</th>\n",
       "      <th>class</th>\n",
       "      <th>tax_order</th>\n",
       "      <th>family</th>\n",
       "      <th>species</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>32</td>\n",
       "      <td>48691</td>\n",
       "      <td>10108642</td>\n",
       "      <td>MA</td>\n",
       "      <td>5022</td>\n",
       "      <td>NR</td>\n",
       "      <td>NR</td>\n",
       "      <td>75</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>7732185</td>\n",
       "      <td>Water</td>\n",
       "      <td>NR</td>\n",
       "      <td>Water</td>\n",
       "      <td>Indian Earthworm</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Oligochaeta</td>\n",
       "      <td>Haplotaxida</td>\n",
       "      <td>Megascolecidae</td>\n",
       "      <td>posthuma</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>33</td>\n",
       "      <td>48691</td>\n",
       "      <td>10108642</td>\n",
       "      <td>MA</td>\n",
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       "      <td>NR</td>\n",
       "      <td>NR</td>\n",
       "      <td>75</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>7732185</td>\n",
       "      <td>Water</td>\n",
       "      <td>NR</td>\n",
       "      <td>Water</td>\n",
       "      <td>Indian Earthworm</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Oligochaeta</td>\n",
       "      <td>Haplotaxida</td>\n",
       "      <td>Megascolecidae</td>\n",
       "      <td>posthuma</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>34</td>\n",
       "      <td>48691</td>\n",
       "      <td>10108642</td>\n",
       "      <td>MA</td>\n",
       "      <td>5022</td>\n",
       "      <td>NR</td>\n",
       "      <td>NR</td>\n",
       "      <td>75</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>7732185</td>\n",
       "      <td>Water</td>\n",
       "      <td>NR</td>\n",
       "      <td>Water</td>\n",
       "      <td>Indian Earthworm</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Oligochaeta</td>\n",
       "      <td>Haplotaxida</td>\n",
       "      <td>Megascolecidae</td>\n",
       "      <td>posthuma</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>35</td>\n",
       "      <td>48691</td>\n",
       "      <td>10108642</td>\n",
       "      <td>MA</td>\n",
       "      <td>5022</td>\n",
       "      <td>NR</td>\n",
       "      <td>NR</td>\n",
       "      <td>75</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>7732185</td>\n",
       "      <td>Water</td>\n",
       "      <td>NR</td>\n",
       "      <td>Water</td>\n",
       "      <td>Indian Earthworm</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Oligochaeta</td>\n",
       "      <td>Haplotaxida</td>\n",
       "      <td>Megascolecidae</td>\n",
       "      <td>posthuma</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1206</th>\n",
       "      <td>1206</td>\n",
       "      <td>50</td>\n",
       "      <td>32774166</td>\n",
       "      <td>AD</td>\n",
       "      <td>28839</td>\n",
       "      <td>NR</td>\n",
       "      <td>Female</td>\n",
       "      <td>135</td>\n",
       "      <td>135</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>American Mink</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Carnivora</td>\n",
       "      <td>Mustelidae</td>\n",
       "      <td>vison</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1207</th>\n",
       "      <td>1207</td>\n",
       "      <td>50</td>\n",
       "      <td>32774166</td>\n",
       "      <td>AD</td>\n",
       "      <td>28839</td>\n",
       "      <td>NR</td>\n",
       "      <td>Female</td>\n",
       "      <td>135</td>\n",
       "      <td>135</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>American Mink</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Carnivora</td>\n",
       "      <td>Mustelidae</td>\n",
       "      <td>vison</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1208</th>\n",
       "      <td>1208</td>\n",
       "      <td>50</td>\n",
       "      <td>32774166</td>\n",
       "      <td>AD</td>\n",
       "      <td>28839</td>\n",
       "      <td>NR</td>\n",
       "      <td>Female</td>\n",
       "      <td>135</td>\n",
       "      <td>135</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>American Mink</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Carnivora</td>\n",
       "      <td>Mustelidae</td>\n",
       "      <td>vison</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1209</th>\n",
       "      <td>1209</td>\n",
       "      <td>50</td>\n",
       "      <td>32774166</td>\n",
       "      <td>AD</td>\n",
       "      <td>28839</td>\n",
       "      <td>NR</td>\n",
       "      <td>Female</td>\n",
       "      <td>135</td>\n",
       "      <td>135</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>American Mink</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Carnivora</td>\n",
       "      <td>Mustelidae</td>\n",
       "      <td>vison</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1210</th>\n",
       "      <td>1210</td>\n",
       "      <td>50</td>\n",
       "      <td>32774166</td>\n",
       "      <td>AD</td>\n",
       "      <td>28839</td>\n",
       "      <td>NR</td>\n",
       "      <td>Female</td>\n",
       "      <td>135</td>\n",
       "      <td>135</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>American Mink</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Carnivora</td>\n",
       "      <td>Mustelidae</td>\n",
       "      <td>vison</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1211</th>\n",
       "      <td>1211</td>\n",
       "      <td>50</td>\n",
       "      <td>32774166</td>\n",
       "      <td>AD</td>\n",
       "      <td>28839</td>\n",
       "      <td>NR</td>\n",
       "      <td>Female</td>\n",
       "      <td>135</td>\n",
       "      <td>135</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>American Mink</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Carnivora</td>\n",
       "      <td>Mustelidae</td>\n",
       "      <td>vison</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1212</th>\n",
       "      <td>1212</td>\n",
       "      <td>50</td>\n",
       "      <td>32774166</td>\n",
       "      <td>AD</td>\n",
       "      <td>28839</td>\n",
       "      <td>NR</td>\n",
       "      <td>Female</td>\n",
       "      <td>135</td>\n",
       "      <td>135</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>American Mink</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Carnivora</td>\n",
       "      <td>Mustelidae</td>\n",
       "      <td>vison</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1213</th>\n",
       "      <td>1213</td>\n",
       "      <td>50</td>\n",
       "      <td>32774166</td>\n",
       "      <td>AD</td>\n",
       "      <td>28839</td>\n",
       "      <td>NR</td>\n",
       "      <td>Female</td>\n",
       "      <td>135</td>\n",
       "      <td>135</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>American Mink</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Carnivora</td>\n",
       "      <td>Mustelidae</td>\n",
       "      <td>vison</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1214</th>\n",
       "      <td>1214</td>\n",
       "      <td>50</td>\n",
       "      <td>32774166</td>\n",
       "      <td>AD</td>\n",
       "      <td>28839</td>\n",
       "      <td>NR</td>\n",
       "      <td>Female</td>\n",
       "      <td>135</td>\n",
       "      <td>135</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>American Mink</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Carnivora</td>\n",
       "      <td>Mustelidae</td>\n",
       "      <td>vison</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1215</th>\n",
       "      <td>1215</td>\n",
       "      <td>50</td>\n",
       "      <td>32774166</td>\n",
       "      <td>AD</td>\n",
       "      <td>28839</td>\n",
       "      <td>NR</td>\n",
       "      <td>Female</td>\n",
       "      <td>135</td>\n",
       "      <td>135</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>American Mink</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Carnivora</td>\n",
       "      <td>Mustelidae</td>\n",
       "      <td>vison</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1216</th>\n",
       "      <td>1216</td>\n",
       "      <td>50</td>\n",
       "      <td>32774166</td>\n",
       "      <td>AD</td>\n",
       "      <td>28839</td>\n",
       "      <td>NR</td>\n",
       "      <td>Female</td>\n",
       "      <td>135</td>\n",
       "      <td>135</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>American Mink</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Carnivora</td>\n",
       "      <td>Mustelidae</td>\n",
       "      <td>vison</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1217</th>\n",
       "      <td>1217</td>\n",
       "      <td>50</td>\n",
       "      <td>32774166</td>\n",
       "      <td>AD</td>\n",
       "      <td>28839</td>\n",
       "      <td>NR</td>\n",
       "      <td>Female</td>\n",
       "      <td>135</td>\n",
       "      <td>135</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>American Mink</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Carnivora</td>\n",
       "      <td>Mustelidae</td>\n",
       "      <td>vison</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1218</th>\n",
       "      <td>1218</td>\n",
       "      <td>50</td>\n",
       "      <td>32774166</td>\n",
       "      <td>AD</td>\n",
       "      <td>28839</td>\n",
       "      <td>NR</td>\n",
       "      <td>Female</td>\n",
       "      <td>135</td>\n",
       "      <td>135</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>American Mink</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Carnivora</td>\n",
       "      <td>Mustelidae</td>\n",
       "      <td>vison</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1219</th>\n",
       "      <td>1219</td>\n",
       "      <td>50</td>\n",
       "      <td>32774166</td>\n",
       "      <td>AD</td>\n",
       "      <td>28839</td>\n",
       "      <td>NR</td>\n",
       "      <td>Female</td>\n",
       "      <td>135</td>\n",
       "      <td>135</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>American Mink</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Carnivora</td>\n",
       "      <td>Mustelidae</td>\n",
       "      <td>vison</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1220</th>\n",
       "      <td>1220</td>\n",
       "      <td>50</td>\n",
       "      <td>32774166</td>\n",
       "      <td>AD</td>\n",
       "      <td>28839</td>\n",
       "      <td>NR</td>\n",
       "      <td>Female</td>\n",
       "      <td>135</td>\n",
       "      <td>135</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>American Mink</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Carnivora</td>\n",
       "      <td>Mustelidae</td>\n",
       "      <td>vison</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1221</th>\n",
       "      <td>1221</td>\n",
       "      <td>50</td>\n",
       "      <td>32774166</td>\n",
       "      <td>AD</td>\n",
       "      <td>28839</td>\n",
       "      <td>NR</td>\n",
       "      <td>Female</td>\n",
       "      <td>135</td>\n",
       "      <td>135</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>American Mink</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Carnivora</td>\n",
       "      <td>Mustelidae</td>\n",
       "      <td>vison</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1222</th>\n",
       "      <td>1222</td>\n",
       "      <td>50</td>\n",
       "      <td>32774166</td>\n",
       "      <td>AD</td>\n",
       "      <td>28839</td>\n",
       "      <td>NR</td>\n",
       "      <td>Female</td>\n",
       "      <td>135</td>\n",
       "      <td>135</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>American Mink</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Carnivora</td>\n",
       "      <td>Mustelidae</td>\n",
       "      <td>vison</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1223</th>\n",
       "      <td>1223</td>\n",
       "      <td>50</td>\n",
       "      <td>32774166</td>\n",
       "      <td>AD</td>\n",
       "      <td>28839</td>\n",
       "      <td>NR</td>\n",
       "      <td>Female</td>\n",
       "      <td>135</td>\n",
       "      <td>135</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>American Mink</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Carnivora</td>\n",
       "      <td>Mustelidae</td>\n",
       "      <td>vison</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1224</th>\n",
       "      <td>1224</td>\n",
       "      <td>50</td>\n",
       "      <td>32774166</td>\n",
       "      <td>AD</td>\n",
       "      <td>28839</td>\n",
       "      <td>NR</td>\n",
       "      <td>Female</td>\n",
       "      <td>135</td>\n",
       "      <td>135</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>American Mink</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Carnivora</td>\n",
       "      <td>Mustelidae</td>\n",
       "      <td>vison</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1225</th>\n",
       "      <td>1225</td>\n",
       "      <td>50</td>\n",
       "      <td>32774166</td>\n",
       "      <td>AD</td>\n",
       "      <td>28839</td>\n",
       "      <td>NR</td>\n",
       "      <td>Female</td>\n",
       "      <td>135</td>\n",
       "      <td>135</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>American Mink</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Carnivora</td>\n",
       "      <td>Mustelidae</td>\n",
       "      <td>vison</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1226</th>\n",
       "      <td>1226</td>\n",
       "      <td>50</td>\n",
       "      <td>32774166</td>\n",
       "      <td>AD</td>\n",
       "      <td>28839</td>\n",
       "      <td>NR</td>\n",
       "      <td>Female</td>\n",
       "      <td>135</td>\n",
       "      <td>135</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>American Mink</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Carnivora</td>\n",
       "      <td>Mustelidae</td>\n",
       "      <td>vison</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1227</th>\n",
       "      <td>1227</td>\n",
       "      <td>50</td>\n",
       "      <td>32774166</td>\n",
       "      <td>AD</td>\n",
       "      <td>28839</td>\n",
       "      <td>NR</td>\n",
       "      <td>Female</td>\n",
       "      <td>135</td>\n",
       "      <td>135</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>American Mink</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Carnivora</td>\n",
       "      <td>Mustelidae</td>\n",
       "      <td>vison</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1228</th>\n",
       "      <td>1228</td>\n",
       "      <td>50</td>\n",
       "      <td>32774166</td>\n",
       "      <td>AD</td>\n",
       "      <td>28839</td>\n",
       "      <td>NR</td>\n",
       "      <td>Female</td>\n",
       "      <td>135</td>\n",
       "      <td>135</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>American Mink</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Carnivora</td>\n",
       "      <td>Mustelidae</td>\n",
       "      <td>vison</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1229</th>\n",
       "      <td>1229</td>\n",
       "      <td>50</td>\n",
       "      <td>32774166</td>\n",
       "      <td>AD</td>\n",
       "      <td>28839</td>\n",
       "      <td>NR</td>\n",
       "      <td>Female</td>\n",
       "      <td>135</td>\n",
       "      <td>135</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>American Mink</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Carnivora</td>\n",
       "      <td>Mustelidae</td>\n",
       "      <td>vison</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1230</th>\n",
       "      <td>1230</td>\n",
       "      <td>50</td>\n",
       "      <td>32774166</td>\n",
       "      <td>AD</td>\n",
       "      <td>28839</td>\n",
       "      <td>NR</td>\n",
       "      <td>Female</td>\n",
       "      <td>135</td>\n",
       "      <td>135</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>American Mink</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Carnivora</td>\n",
       "      <td>Mustelidae</td>\n",
       "      <td>vison</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1231</th>\n",
       "      <td>1231</td>\n",
       "      <td>50</td>\n",
       "      <td>32774166</td>\n",
       "      <td>AD</td>\n",
       "      <td>28839</td>\n",
       "      <td>NR</td>\n",
       "      <td>Female</td>\n",
       "      <td>135</td>\n",
       "      <td>135</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>American Mink</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Carnivora</td>\n",
       "      <td>Mustelidae</td>\n",
       "      <td>vison</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>1630068</th>\n",
       "      <td>1630068</td>\n",
       "      <td>550755</td>\n",
       "      <td>26002802</td>\n",
       "      <td>LV</td>\n",
       "      <td>19831</td>\n",
       "      <td>6</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>308069138</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>NC</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>Dermestid Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Dermestidae</td>\n",
       "      <td>glabrum</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1630069</th>\n",
       "      <td>1630069</td>\n",
       "      <td>550762</td>\n",
       "      <td>26002802</td>\n",
       "      <td>LV</td>\n",
       "      <td>19831</td>\n",
       "      <td>6</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>308069138</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>NC</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>Dermestid Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Dermestidae</td>\n",
       "      <td>glabrum</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1630070</th>\n",
       "      <td>1630070</td>\n",
       "      <td>550769</td>\n",
       "      <td>26002802</td>\n",
       "      <td>LV</td>\n",
       "      <td>19831</td>\n",
       "      <td>6</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>308069138</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>NC</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>Dermestid Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Dermestidae</td>\n",
       "      <td>glabrum</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1630071</th>\n",
       "      <td>1630071</td>\n",
       "      <td>550775</td>\n",
       "      <td>26002802</td>\n",
       "      <td>LV</td>\n",
       "      <td>19831</td>\n",
       "      <td>6</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>308069138</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>NC</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>Dermestid Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Dermestidae</td>\n",
       "      <td>glabrum</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1630072</th>\n",
       "      <td>1630072</td>\n",
       "      <td>550801</td>\n",
       "      <td>26002802</td>\n",
       "      <td>LV</td>\n",
       "      <td>19831</td>\n",
       "      <td>6</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>29</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>308069138</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>NC</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>Dermestid Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Dermestidae</td>\n",
       "      <td>glabrum</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1630073</th>\n",
       "      <td>1630073</td>\n",
       "      <td>550811</td>\n",
       "      <td>39515407</td>\n",
       "      <td>LV</td>\n",
       "      <td>19831</td>\n",
       "      <td>3</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>308069138</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>NC</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>Dermestid Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Dermestidae</td>\n",
       "      <td>glabrum</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1630074</th>\n",
       "      <td>1630074</td>\n",
       "      <td>550819</td>\n",
       "      <td>39515407</td>\n",
       "      <td>LV</td>\n",
       "      <td>19831</td>\n",
       "      <td>6</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>308069138</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>NC</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>Dermestid Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Dermestidae</td>\n",
       "      <td>glabrum</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1630075</th>\n",
       "      <td>1630075</td>\n",
       "      <td>550825</td>\n",
       "      <td>39515407</td>\n",
       "      <td>LV</td>\n",
       "      <td>19831</td>\n",
       "      <td>6</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>308069138</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>NC</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>Dermestid Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Dermestidae</td>\n",
       "      <td>glabrum</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1630076</th>\n",
       "      <td>1630076</td>\n",
       "      <td>550831</td>\n",
       "      <td>39515418</td>\n",
       "      <td>LV</td>\n",
       "      <td>19831</td>\n",
       "      <td>6</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>308069138</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>NC</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>Dermestid Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Dermestidae</td>\n",
       "      <td>glabrum</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1630077</th>\n",
       "      <td>1630077</td>\n",
       "      <td>550840</td>\n",
       "      <td>39515418</td>\n",
       "      <td>LV</td>\n",
       "      <td>19831</td>\n",
       "      <td>6</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>308069138</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>NC</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>Dermestid Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Dermestidae</td>\n",
       "      <td>glabrum</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1630078</th>\n",
       "      <td>1630078</td>\n",
       "      <td>550846</td>\n",
       "      <td>39515418</td>\n",
       "      <td>LV</td>\n",
       "      <td>19831</td>\n",
       "      <td>6</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>308069138</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>NC</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>Dermestid Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Dermestidae</td>\n",
       "      <td>glabrum</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1630079</th>\n",
       "      <td>1630079</td>\n",
       "      <td>550871</td>\n",
       "      <td>52315078</td>\n",
       "      <td>LV</td>\n",
       "      <td>19831</td>\n",
       "      <td>6</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>308069138</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>NC</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>Dermestid Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Dermestidae</td>\n",
       "      <td>glabrum</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1630080</th>\n",
       "      <td>1630080</td>\n",
       "      <td>550881</td>\n",
       "      <td>52315078</td>\n",
       "      <td>LV</td>\n",
       "      <td>19831</td>\n",
       "      <td>6</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>308069138</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>NC</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>Dermestid Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Dermestidae</td>\n",
       "      <td>glabrum</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1630081</th>\n",
       "      <td>1630081</td>\n",
       "      <td>550895</td>\n",
       "      <td>52645531</td>\n",
       "      <td>LV</td>\n",
       "      <td>19831</td>\n",
       "      <td>6</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>308069138</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>NC</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>Dermestid Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Dermestidae</td>\n",
       "      <td>glabrum</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1630082</th>\n",
       "      <td>1630082</td>\n",
       "      <td>550901</td>\n",
       "      <td>52645531</td>\n",
       "      <td>LV</td>\n",
       "      <td>19831</td>\n",
       "      <td>6</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>308069138</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>NC</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>Dermestid Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Dermestidae</td>\n",
       "      <td>glabrum</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1630083</th>\n",
       "      <td>1630083</td>\n",
       "      <td>550912</td>\n",
       "      <td>54406483</td>\n",
       "      <td>LV</td>\n",
       "      <td>19831</td>\n",
       "      <td>6</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>308069138</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>NC</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>Dermestid Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Dermestidae</td>\n",
       "      <td>glabrum</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1630084</th>\n",
       "      <td>1630084</td>\n",
       "      <td>550916</td>\n",
       "      <td>54406483</td>\n",
       "      <td>LV</td>\n",
       "      <td>19831</td>\n",
       "      <td>6</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>29</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>308069138</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>NC</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>Dermestid Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Dermestidae</td>\n",
       "      <td>glabrum</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1630085</th>\n",
       "      <td>1630085</td>\n",
       "      <td>550924</td>\n",
       "      <td>54406483</td>\n",
       "      <td>LV</td>\n",
       "      <td>19831</td>\n",
       "      <td>6</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>29</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>308069138</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>NC</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>Dermestid Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Dermestidae</td>\n",
       "      <td>glabrum</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1630086</th>\n",
       "      <td>1630086</td>\n",
       "      <td>550933</td>\n",
       "      <td>66841267</td>\n",
       "      <td>LV</td>\n",
       "      <td>19831</td>\n",
       "      <td>6</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>308069138</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>NC</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>Dermestid Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Dermestidae</td>\n",
       "      <td>glabrum</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1630087</th>\n",
       "      <td>1630087</td>\n",
       "      <td>550936</td>\n",
       "      <td>66841267</td>\n",
       "      <td>LV</td>\n",
       "      <td>19831</td>\n",
       "      <td>6</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>308069138</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>NC</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>Dermestid Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Dermestidae</td>\n",
       "      <td>glabrum</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1630088</th>\n",
       "      <td>1630088</td>\n",
       "      <td>550948</td>\n",
       "      <td>68359375</td>\n",
       "      <td>LV</td>\n",
       "      <td>19831</td>\n",
       "      <td>6</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>308069138</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>NC</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>Dermestid Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Dermestidae</td>\n",
       "      <td>glabrum</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1630089</th>\n",
       "      <td>1630089</td>\n",
       "      <td>550958</td>\n",
       "      <td>68359375</td>\n",
       "      <td>LV</td>\n",
       "      <td>19831</td>\n",
       "      <td>6</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>308069138</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>NC</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>Dermestid Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Dermestidae</td>\n",
       "      <td>glabrum</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1630090</th>\n",
       "      <td>1630090</td>\n",
       "      <td>550960</td>\n",
       "      <td>68359375</td>\n",
       "      <td>LV</td>\n",
       "      <td>19831</td>\n",
       "      <td>6</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>308069138</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>NC</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>Dermestid Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Dermestidae</td>\n",
       "      <td>glabrum</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1630091</th>\n",
       "      <td>1630091</td>\n",
       "      <td>550975</td>\n",
       "      <td>68359375</td>\n",
       "      <td>LV</td>\n",
       "      <td>19831</td>\n",
       "      <td>6</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>308069138</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>NC</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>Dermestid Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Dermestidae</td>\n",
       "      <td>glabrum</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1630092</th>\n",
       "      <td>1630092</td>\n",
       "      <td>550983</td>\n",
       "      <td>69409945</td>\n",
       "      <td>LV</td>\n",
       "      <td>19831</td>\n",
       "      <td>6</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>308069138</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>NC</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>Dermestid Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Dermestidae</td>\n",
       "      <td>glabrum</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1630093</th>\n",
       "      <td>1630093</td>\n",
       "      <td>551013</td>\n",
       "      <td>71756199</td>\n",
       "      <td>LV</td>\n",
       "      <td>19831</td>\n",
       "      <td>6</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>308069138</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>NC</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>Dermestid Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Dermestidae</td>\n",
       "      <td>glabrum</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1630094</th>\n",
       "      <td>1630094</td>\n",
       "      <td>551026</td>\n",
       "      <td>72588842</td>\n",
       "      <td>LV</td>\n",
       "      <td>19831</td>\n",
       "      <td>6</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>308069138</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>NC</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>Dermestid Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Dermestidae</td>\n",
       "      <td>glabrum</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1630095</th>\n",
       "      <td>1630095</td>\n",
       "      <td>551033</td>\n",
       "      <td>72588842</td>\n",
       "      <td>LV</td>\n",
       "      <td>19831</td>\n",
       "      <td>6</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>308069138</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>NC</td>\n",
       "      <td>Perfluorocarbons</td>\n",
       "      <td>Dermestid Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Dermestidae</td>\n",
       "      <td>glabrum</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1630096</th>\n",
       "      <td>1630096</td>\n",
       "      <td>550785</td>\n",
       "      <td>26002802</td>\n",
       "      <td>LV</td>\n",
       "      <td>19831</td>\n",
       "      <td>6</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>124389</td>\n",
       "      <td>Carbon dioxide</td>\n",
       "      <td>NC</td>\n",
       "      <td>Carbon dioxide</td>\n",
       "      <td>Dermestid Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Dermestidae</td>\n",
       "      <td>glabrum</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1630097</th>\n",
       "      <td>1630097</td>\n",
       "      <td>550797</td>\n",
       "      <td>26002802</td>\n",
       "      <td>LV</td>\n",
       "      <td>19831</td>\n",
       "      <td>6</td>\n",
       "      <td>NR</td>\n",
       "      <td>NC</td>\n",
       "      <td>29</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>124389</td>\n",
       "      <td>Carbon dioxide</td>\n",
       "      <td>NC</td>\n",
       "      <td>Carbon dioxide</td>\n",
       "      <td>Dermestid Beetle</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Dermestidae</td>\n",
       "      <td>glabrum</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>373776 rows × 37 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "        Unnamed: 0 test_id  test_cas organism_lifestage species_number  \\\n",
       "32              32   48691  10108642                 MA           5022   \n",
       "33              33   48691  10108642                 MA           5022   \n",
       "34              34   48691  10108642                 MA           5022   \n",
       "35              35   48691  10108642                 MA           5022   \n",
       "1206          1206      50  32774166                 AD          28839   \n",
       "1207          1207      50  32774166                 AD          28839   \n",
       "1208          1208      50  32774166                 AD          28839   \n",
       "1209          1209      50  32774166                 AD          28839   \n",
       "1210          1210      50  32774166                 AD          28839   \n",
       "1211          1211      50  32774166                 AD          28839   \n",
       "1212          1212      50  32774166                 AD          28839   \n",
       "1213          1213      50  32774166                 AD          28839   \n",
       "1214          1214      50  32774166                 AD          28839   \n",
       "1215          1215      50  32774166                 AD          28839   \n",
       "1216          1216      50  32774166                 AD          28839   \n",
       "1217          1217      50  32774166                 AD          28839   \n",
       "1218          1218      50  32774166                 AD          28839   \n",
       "1219          1219      50  32774166                 AD          28839   \n",
       "1220          1220      50  32774166                 AD          28839   \n",
       "1221          1221      50  32774166                 AD          28839   \n",
       "1222          1222      50  32774166                 AD          28839   \n",
       "1223          1223      50  32774166                 AD          28839   \n",
       "1224          1224      50  32774166                 AD          28839   \n",
       "1225          1225      50  32774166                 AD          28839   \n",
       "1226          1226      50  32774166                 AD          28839   \n",
       "1227          1227      50  32774166                 AD          28839   \n",
       "1228          1228      50  32774166                 AD          28839   \n",
       "1229          1229      50  32774166                 AD          28839   \n",
       "1230          1230      50  32774166                 AD          28839   \n",
       "1231          1231      50  32774166                 AD          28839   \n",
       "...            ...     ...       ...                ...            ...   \n",
       "1630068    1630068  550755  26002802                 LV          19831   \n",
       "1630069    1630069  550762  26002802                 LV          19831   \n",
       "1630070    1630070  550769  26002802                 LV          19831   \n",
       "1630071    1630071  550775  26002802                 LV          19831   \n",
       "1630072    1630072  550801  26002802                 LV          19831   \n",
       "1630073    1630073  550811  39515407                 LV          19831   \n",
       "1630074    1630074  550819  39515407                 LV          19831   \n",
       "1630075    1630075  550825  39515407                 LV          19831   \n",
       "1630076    1630076  550831  39515418                 LV          19831   \n",
       "1630077    1630077  550840  39515418                 LV          19831   \n",
       "1630078    1630078  550846  39515418                 LV          19831   \n",
       "1630079    1630079  550871  52315078                 LV          19831   \n",
       "1630080    1630080  550881  52315078                 LV          19831   \n",
       "1630081    1630081  550895  52645531                 LV          19831   \n",
       "1630082    1630082  550901  52645531                 LV          19831   \n",
       "1630083    1630083  550912  54406483                 LV          19831   \n",
       "1630084    1630084  550916  54406483                 LV          19831   \n",
       "1630085    1630085  550924  54406483                 LV          19831   \n",
       "1630086    1630086  550933  66841267                 LV          19831   \n",
       "1630087    1630087  550936  66841267                 LV          19831   \n",
       "1630088    1630088  550948  68359375                 LV          19831   \n",
       "1630089    1630089  550958  68359375                 LV          19831   \n",
       "1630090    1630090  550960  68359375                 LV          19831   \n",
       "1630091    1630091  550975  68359375                 LV          19831   \n",
       "1630092    1630092  550983  69409945                 LV          19831   \n",
       "1630093    1630093  551013  71756199                 LV          19831   \n",
       "1630094    1630094  551026  72588842                 LV          19831   \n",
       "1630095    1630095  551033  72588842                 LV          19831   \n",
       "1630096    1630096  550785  26002802                 LV          19831   \n",
       "1630097    1630097  550797  26002802                 LV          19831   \n",
       "\n",
       "        organism_age_mean organism_gender study_duration_mean  \\\n",
       "32                     NR              NR                  75   \n",
       "33                     NR              NR                  75   \n",
       "34                     NR              NR                  75   \n",
       "35                     NR              NR                  75   \n",
       "1206                   NR          Female                 135   \n",
       "1207                   NR          Female                 135   \n",
       "1208                   NR          Female                 135   \n",
       "1209                   NR          Female                 135   \n",
       "1210                   NR          Female                 135   \n",
       "1211                   NR          Female                 135   \n",
       "1212                   NR          Female                 135   \n",
       "1213                   NR          Female                 135   \n",
       "1214                   NR          Female                 135   \n",
       "1215                   NR          Female                 135   \n",
       "1216                   NR          Female                 135   \n",
       "1217                   NR          Female                 135   \n",
       "1218                   NR          Female                 135   \n",
       "1219                   NR          Female                 135   \n",
       "1220                   NR          Female                 135   \n",
       "1221                   NR          Female                 135   \n",
       "1222                   NR          Female                 135   \n",
       "1223                   NR          Female                 135   \n",
       "1224                   NR          Female                 135   \n",
       "1225                   NR          Female                 135   \n",
       "1226                   NR          Female                 135   \n",
       "1227                   NR          Female                 135   \n",
       "1228                   NR          Female                 135   \n",
       "1229                   NR          Female                 135   \n",
       "1230                   NR          Female                 135   \n",
       "1231                   NR          Female                 135   \n",
       "...                   ...             ...                 ...   \n",
       "1630068                 6              NR                  NC   \n",
       "1630069                 6              NR                  NC   \n",
       "1630070                 6              NR                  NC   \n",
       "1630071                 6              NR                  NC   \n",
       "1630072                 6              NR                  NC   \n",
       "1630073                 3              NR                  NC   \n",
       "1630074                 6              NR                  NC   \n",
       "1630075                 6              NR                  NC   \n",
       "1630076                 6              NR                  NC   \n",
       "1630077                 6              NR                  NC   \n",
       "1630078                 6              NR                  NC   \n",
       "1630079                 6              NR                  NC   \n",
       "1630080                 6              NR                  NC   \n",
       "1630081                 6              NR                  NC   \n",
       "1630082                 6              NR                  NC   \n",
       "1630083                 6              NR                  NC   \n",
       "1630084                 6              NR                  NC   \n",
       "1630085                 6              NR                  NC   \n",
       "1630086                 6              NR                  NC   \n",
       "1630087                 6              NR                  NC   \n",
       "1630088                 6              NR                  NC   \n",
       "1630089                 6              NR                  NC   \n",
       "1630090                 6              NR                  NC   \n",
       "1630091                 6              NR                  NC   \n",
       "1630092                 6              NR                  NC   \n",
       "1630093                 6              NR                  NC   \n",
       "1630094                 6              NR                  NC   \n",
       "1630095                 6              NR                  NC   \n",
       "1630096                 6              NR                  NC   \n",
       "1630097                 6              NR                  NC   \n",
       "\n",
       "        exposure_duration_mean test_type  ... cas_number         chem_name  \\\n",
       "32                          NR        NC  ...    7732185             Water   \n",
       "33                          NR        NC  ...    7732185             Water   \n",
       "34                          NR        NC  ...    7732185             Water   \n",
       "35                          NR        NC  ...    7732185             Water   \n",
       "1206                       135        NC  ...      67641       2-Propanone   \n",
       "1207                       135        NC  ...      67641       2-Propanone   \n",
       "1208                       135        NC  ...      67641       2-Propanone   \n",
       "1209                       135        NC  ...      67641       2-Propanone   \n",
       "1210                       135        NC  ...      67641       2-Propanone   \n",
       "1211                       135        NC  ...      67641       2-Propanone   \n",
       "1212                       135        NC  ...      67641       2-Propanone   \n",
       "1213                       135        NC  ...      67641       2-Propanone   \n",
       "1214                       135        NC  ...      67641       2-Propanone   \n",
       "1215                       135        NC  ...      67641       2-Propanone   \n",
       "1216                       135        NC  ...      67641       2-Propanone   \n",
       "1217                       135        NC  ...      67641       2-Propanone   \n",
       "1218                       135        NC  ...      67641       2-Propanone   \n",
       "1219                       135        NC  ...      67641       2-Propanone   \n",
       "1220                       135        NC  ...      67641       2-Propanone   \n",
       "1221                       135        NC  ...      67641       2-Propanone   \n",
       "1222                       135        NC  ...      67641       2-Propanone   \n",
       "1223                       135        NC  ...      67641       2-Propanone   \n",
       "1224                       135        NC  ...      67641       2-Propanone   \n",
       "1225                       135        NC  ...      67641       2-Propanone   \n",
       "1226                       135        NC  ...      67641       2-Propanone   \n",
       "1227                       135        NC  ...      67641       2-Propanone   \n",
       "1228                       135        NC  ...      67641       2-Propanone   \n",
       "1229                       135        NC  ...      67641       2-Propanone   \n",
       "1230                       135        NC  ...      67641       2-Propanone   \n",
       "1231                       135        NC  ...      67641       2-Propanone   \n",
       "...                        ...       ...  ...        ...               ...   \n",
       "1630068                    NaN        NC  ...  308069138  Perfluorocarbons   \n",
       "1630069                    NaN        NC  ...  308069138  Perfluorocarbons   \n",
       "1630070                    NaN        NC  ...  308069138  Perfluorocarbons   \n",
       "1630071                    NaN        NC  ...  308069138  Perfluorocarbons   \n",
       "1630072                     29        NC  ...  308069138  Perfluorocarbons   \n",
       "1630073                    NaN        NC  ...  308069138  Perfluorocarbons   \n",
       "1630074                    NaN        NC  ...  308069138  Perfluorocarbons   \n",
       "1630075                    NaN        NC  ...  308069138  Perfluorocarbons   \n",
       "1630076                    NaN        NC  ...  308069138  Perfluorocarbons   \n",
       "1630077                    NaN        NC  ...  308069138  Perfluorocarbons   \n",
       "1630078                    NaN        NC  ...  308069138  Perfluorocarbons   \n",
       "1630079                    NaN        NC  ...  308069138  Perfluorocarbons   \n",
       "1630080                    NaN        NC  ...  308069138  Perfluorocarbons   \n",
       "1630081                    NaN        NC  ...  308069138  Perfluorocarbons   \n",
       "1630082                    NaN        NC  ...  308069138  Perfluorocarbons   \n",
       "1630083                    NaN        NC  ...  308069138  Perfluorocarbons   \n",
       "1630084                     29        NC  ...  308069138  Perfluorocarbons   \n",
       "1630085                     29        NC  ...  308069138  Perfluorocarbons   \n",
       "1630086                    NaN        NC  ...  308069138  Perfluorocarbons   \n",
       "1630087                    NaN        NC  ...  308069138  Perfluorocarbons   \n",
       "1630088                    NaN        NC  ...  308069138  Perfluorocarbons   \n",
       "1630089                    NaN        NC  ...  308069138  Perfluorocarbons   \n",
       "1630090                    NaN        NC  ...  308069138  Perfluorocarbons   \n",
       "1630091                    NaN        NC  ...  308069138  Perfluorocarbons   \n",
       "1630092                    NaN        NC  ...  308069138  Perfluorocarbons   \n",
       "1630093                    NaN        NC  ...  308069138  Perfluorocarbons   \n",
       "1630094                    NaN        NC  ...  308069138  Perfluorocarbons   \n",
       "1630095                    NaN        NC  ...  308069138  Perfluorocarbons   \n",
       "1630096                    NaN        NC  ...     124389    Carbon dioxide   \n",
       "1630097                     29        NC  ...     124389    Carbon dioxide   \n",
       "\n",
       "        formulation     chemical_name       common_name   kingdom  \\\n",
       "32               NR             Water  Indian Earthworm  Animalia   \n",
       "33               NR             Water  Indian Earthworm  Animalia   \n",
       "34               NR             Water  Indian Earthworm  Animalia   \n",
       "35               NR             Water  Indian Earthworm  Animalia   \n",
       "1206             NR       2-Propanone     American Mink  Animalia   \n",
       "1207             NR       2-Propanone     American Mink  Animalia   \n",
       "1208             NR       2-Propanone     American Mink  Animalia   \n",
       "1209             NR       2-Propanone     American Mink  Animalia   \n",
       "1210             NR       2-Propanone     American Mink  Animalia   \n",
       "1211             NR       2-Propanone     American Mink  Animalia   \n",
       "1212             NR       2-Propanone     American Mink  Animalia   \n",
       "1213             NR       2-Propanone     American Mink  Animalia   \n",
       "1214             NR       2-Propanone     American Mink  Animalia   \n",
       "1215             NR       2-Propanone     American Mink  Animalia   \n",
       "1216             NR       2-Propanone     American Mink  Animalia   \n",
       "1217             NR       2-Propanone     American Mink  Animalia   \n",
       "1218             NR       2-Propanone     American Mink  Animalia   \n",
       "1219             NR       2-Propanone     American Mink  Animalia   \n",
       "1220             NR       2-Propanone     American Mink  Animalia   \n",
       "1221             NR       2-Propanone     American Mink  Animalia   \n",
       "1222             NR       2-Propanone     American Mink  Animalia   \n",
       "1223             NR       2-Propanone     American Mink  Animalia   \n",
       "1224             NR       2-Propanone     American Mink  Animalia   \n",
       "1225             NR       2-Propanone     American Mink  Animalia   \n",
       "1226             NR       2-Propanone     American Mink  Animalia   \n",
       "1227             NR       2-Propanone     American Mink  Animalia   \n",
       "1228             NR       2-Propanone     American Mink  Animalia   \n",
       "1229             NR       2-Propanone     American Mink  Animalia   \n",
       "1230             NR       2-Propanone     American Mink  Animalia   \n",
       "1231             NR       2-Propanone     American Mink  Animalia   \n",
       "...             ...               ...               ...       ...   \n",
       "1630068          NC  Perfluorocarbons  Dermestid Beetle  Animalia   \n",
       "1630069          NC  Perfluorocarbons  Dermestid Beetle  Animalia   \n",
       "1630070          NC  Perfluorocarbons  Dermestid Beetle  Animalia   \n",
       "1630071          NC  Perfluorocarbons  Dermestid Beetle  Animalia   \n",
       "1630072          NC  Perfluorocarbons  Dermestid Beetle  Animalia   \n",
       "1630073          NC  Perfluorocarbons  Dermestid Beetle  Animalia   \n",
       "1630074          NC  Perfluorocarbons  Dermestid Beetle  Animalia   \n",
       "1630075          NC  Perfluorocarbons  Dermestid Beetle  Animalia   \n",
       "1630076          NC  Perfluorocarbons  Dermestid Beetle  Animalia   \n",
       "1630077          NC  Perfluorocarbons  Dermestid Beetle  Animalia   \n",
       "1630078          NC  Perfluorocarbons  Dermestid Beetle  Animalia   \n",
       "1630079          NC  Perfluorocarbons  Dermestid Beetle  Animalia   \n",
       "1630080          NC  Perfluorocarbons  Dermestid Beetle  Animalia   \n",
       "1630081          NC  Perfluorocarbons  Dermestid Beetle  Animalia   \n",
       "1630082          NC  Perfluorocarbons  Dermestid Beetle  Animalia   \n",
       "1630083          NC  Perfluorocarbons  Dermestid Beetle  Animalia   \n",
       "1630084          NC  Perfluorocarbons  Dermestid Beetle  Animalia   \n",
       "1630085          NC  Perfluorocarbons  Dermestid Beetle  Animalia   \n",
       "1630086          NC  Perfluorocarbons  Dermestid Beetle  Animalia   \n",
       "1630087          NC  Perfluorocarbons  Dermestid Beetle  Animalia   \n",
       "1630088          NC  Perfluorocarbons  Dermestid Beetle  Animalia   \n",
       "1630089          NC  Perfluorocarbons  Dermestid Beetle  Animalia   \n",
       "1630090          NC  Perfluorocarbons  Dermestid Beetle  Animalia   \n",
       "1630091          NC  Perfluorocarbons  Dermestid Beetle  Animalia   \n",
       "1630092          NC  Perfluorocarbons  Dermestid Beetle  Animalia   \n",
       "1630093          NC  Perfluorocarbons  Dermestid Beetle  Animalia   \n",
       "1630094          NC  Perfluorocarbons  Dermestid Beetle  Animalia   \n",
       "1630095          NC  Perfluorocarbons  Dermestid Beetle  Animalia   \n",
       "1630096          NC    Carbon dioxide  Dermestid Beetle  Animalia   \n",
       "1630097          NC    Carbon dioxide  Dermestid Beetle  Animalia   \n",
       "\n",
       "               class    tax_order          family   species  \n",
       "32       Oligochaeta  Haplotaxida  Megascolecidae  posthuma  \n",
       "33       Oligochaeta  Haplotaxida  Megascolecidae  posthuma  \n",
       "34       Oligochaeta  Haplotaxida  Megascolecidae  posthuma  \n",
       "35       Oligochaeta  Haplotaxida  Megascolecidae  posthuma  \n",
       "1206        Mammalia    Carnivora      Mustelidae     vison  \n",
       "1207        Mammalia    Carnivora      Mustelidae     vison  \n",
       "1208        Mammalia    Carnivora      Mustelidae     vison  \n",
       "1209        Mammalia    Carnivora      Mustelidae     vison  \n",
       "1210        Mammalia    Carnivora      Mustelidae     vison  \n",
       "1211        Mammalia    Carnivora      Mustelidae     vison  \n",
       "1212        Mammalia    Carnivora      Mustelidae     vison  \n",
       "1213        Mammalia    Carnivora      Mustelidae     vison  \n",
       "1214        Mammalia    Carnivora      Mustelidae     vison  \n",
       "1215        Mammalia    Carnivora      Mustelidae     vison  \n",
       "1216        Mammalia    Carnivora      Mustelidae     vison  \n",
       "1217        Mammalia    Carnivora      Mustelidae     vison  \n",
       "1218        Mammalia    Carnivora      Mustelidae     vison  \n",
       "1219        Mammalia    Carnivora      Mustelidae     vison  \n",
       "1220        Mammalia    Carnivora      Mustelidae     vison  \n",
       "1221        Mammalia    Carnivora      Mustelidae     vison  \n",
       "1222        Mammalia    Carnivora      Mustelidae     vison  \n",
       "1223        Mammalia    Carnivora      Mustelidae     vison  \n",
       "1224        Mammalia    Carnivora      Mustelidae     vison  \n",
       "1225        Mammalia    Carnivora      Mustelidae     vison  \n",
       "1226        Mammalia    Carnivora      Mustelidae     vison  \n",
       "1227        Mammalia    Carnivora      Mustelidae     vison  \n",
       "1228        Mammalia    Carnivora      Mustelidae     vison  \n",
       "1229        Mammalia    Carnivora      Mustelidae     vison  \n",
       "1230        Mammalia    Carnivora      Mustelidae     vison  \n",
       "1231        Mammalia    Carnivora      Mustelidae     vison  \n",
       "...              ...          ...             ...       ...  \n",
       "1630068      Insecta   Coleoptera     Dermestidae   glabrum  \n",
       "1630069      Insecta   Coleoptera     Dermestidae   glabrum  \n",
       "1630070      Insecta   Coleoptera     Dermestidae   glabrum  \n",
       "1630071      Insecta   Coleoptera     Dermestidae   glabrum  \n",
       "1630072      Insecta   Coleoptera     Dermestidae   glabrum  \n",
       "1630073      Insecta   Coleoptera     Dermestidae   glabrum  \n",
       "1630074      Insecta   Coleoptera     Dermestidae   glabrum  \n",
       "1630075      Insecta   Coleoptera     Dermestidae   glabrum  \n",
       "1630076      Insecta   Coleoptera     Dermestidae   glabrum  \n",
       "1630077      Insecta   Coleoptera     Dermestidae   glabrum  \n",
       "1630078      Insecta   Coleoptera     Dermestidae   glabrum  \n",
       "1630079      Insecta   Coleoptera     Dermestidae   glabrum  \n",
       "1630080      Insecta   Coleoptera     Dermestidae   glabrum  \n",
       "1630081      Insecta   Coleoptera     Dermestidae   glabrum  \n",
       "1630082      Insecta   Coleoptera     Dermestidae   glabrum  \n",
       "1630083      Insecta   Coleoptera     Dermestidae   glabrum  \n",
       "1630084      Insecta   Coleoptera     Dermestidae   glabrum  \n",
       "1630085      Insecta   Coleoptera     Dermestidae   glabrum  \n",
       "1630086      Insecta   Coleoptera     Dermestidae   glabrum  \n",
       "1630087      Insecta   Coleoptera     Dermestidae   glabrum  \n",
       "1630088      Insecta   Coleoptera     Dermestidae   glabrum  \n",
       "1630089      Insecta   Coleoptera     Dermestidae   glabrum  \n",
       "1630090      Insecta   Coleoptera     Dermestidae   glabrum  \n",
       "1630091      Insecta   Coleoptera     Dermestidae   glabrum  \n",
       "1630092      Insecta   Coleoptera     Dermestidae   glabrum  \n",
       "1630093      Insecta   Coleoptera     Dermestidae   glabrum  \n",
       "1630094      Insecta   Coleoptera     Dermestidae   glabrum  \n",
       "1630095      Insecta   Coleoptera     Dermestidae   glabrum  \n",
       "1630096      Insecta   Coleoptera     Dermestidae   glabrum  \n",
       "1630097      Insecta   Coleoptera     Dermestidae   glabrum  \n",
       "\n",
       "[373776 rows x 37 columns]"
      ]
     },
     "execution_count": 76,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "n = df.query('effect == \"MOR\"')\n",
    "\n",
    "no_mort_df = n.query('measurement == \"' + mortality_code[0] + '\"')\n",
    "print(no_mort_df.shape)\n",
    "for i in mortality_code[:]:\n",
    "    no_mort_df = no_mort_df.append(n.query('measurement != \"' + i + '\"'))\n",
    "\n",
    "no_mort_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 77,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "norvegicus          223370\n",
       "musculus             44509\n",
       "platyrhynchos        16778\n",
       "colchicus            15924\n",
       "japonica             14786\n",
       "rubripes              9558\n",
       "terrestris            7616\n",
       "alba                  3780\n",
       "esculentus            3626\n",
       "sp.                   3531\n",
       "candida               3020\n",
       "latrans               2756\n",
       "andrei                2718\n",
       "domesticus            2359\n",
       "sparverius            2328\n",
       "fetida                2239\n",
       "scrofa                1764\n",
       "aries                 1402\n",
       "virginianus           1378\n",
       "redividus             1248\n",
       "quinquefasciatus       888\n",
       "hispidus               740\n",
       "vison                  696\n",
       "mellifera              646\n",
       "auritus                645\n",
       "auratus                425\n",
       "porcellus              390\n",
       "coturnix               360\n",
       "rubellus               327\n",
       "ludovicianus           294\n",
       "                     ...  \n",
       "sanguinea                8\n",
       "farinae                  8\n",
       "messoria                 8\n",
       "formosanus               6\n",
       "dilatatus                6\n",
       "phoeniceus               6\n",
       "exigua                   6\n",
       "flavoviridis             6\n",
       "orientalis               6\n",
       "scripta                  6\n",
       "germanica                6\n",
       "scandens                 6\n",
       "familiaris               6\n",
       "discors                  5\n",
       "inodorum                 4\n",
       "blomhoffii               4\n",
       "lapathifolium            4\n",
       "fulica                   4\n",
       "rigidum                  4\n",
       "brassicae                3\n",
       "rotundata                3\n",
       "sponsa                   3\n",
       "rubra                    3\n",
       "cincta                   3\n",
       "arvensis                 2\n",
       "brunneus                 2\n",
       "gestroi                  2\n",
       "papaya                   2\n",
       "polionotus               2\n",
       "vulgare                  2\n",
       "Name: species, Length: 121, dtype: int64"
      ]
     },
     "execution_count": 77,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "no_mort_df['species'].value_counts()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now, to have qualitative view on the data, based on the 5 species with more absolute values, we will create a percentual of deathly effect."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 97,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "norvegicus       12841\n",
       "terrestris        3808\n",
       "musculus          2123\n",
       "esculentus        1813\n",
       "candida           1174\n",
       "japonica          1084\n",
       "scrofa             882\n",
       "platyrhynchos      868\n",
       "aries              701\n",
       "virginianus        689\n",
       "Name: species, dtype: int64"
      ]
     },
     "execution_count": 97,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "top_10 = new_df['species'].value_counts()\n",
    "top_10_species = top_5.iloc[:10]\n",
    "top_10_species"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 92,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "dict_keys(['norvegicus', 'terrestris', 'musculus', 'esculentus', 'candida', 'japonica', 'scrofa', 'platyrhynchos', 'aries', 'virginianus'])"
      ]
     },
     "execution_count": 92,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "top_10_names = top_10_species.to_dict()\n",
    "top_10_names.keys()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 93,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Unnamed: 0</th>\n",
       "      <th>test_id</th>\n",
       "      <th>test_cas</th>\n",
       "      <th>organism_lifestage</th>\n",
       "      <th>species_number</th>\n",
       "      <th>organism_age_mean</th>\n",
       "      <th>organism_gender</th>\n",
       "      <th>study_duration_mean</th>\n",
       "      <th>exposure_duration_mean</th>\n",
       "      <th>test_type</th>\n",
       "      <th>...</th>\n",
       "      <th>cas_number</th>\n",
       "      <th>chem_name</th>\n",
       "      <th>formulation</th>\n",
       "      <th>chemical_name</th>\n",
       "      <th>common_name</th>\n",
       "      <th>kingdom</th>\n",
       "      <th>class</th>\n",
       "      <th>tax_order</th>\n",
       "      <th>family</th>\n",
       "      <th>species</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>149967</th>\n",
       "      <td>149967</td>\n",
       "      <td>52442</td>\n",
       "      <td>60571</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>NR</td>\n",
       "      <td>Male</td>\n",
       "      <td>60</td>\n",
       "      <td>60</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149968</th>\n",
       "      <td>149968</td>\n",
       "      <td>52442</td>\n",
       "      <td>60571</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>NR</td>\n",
       "      <td>Male</td>\n",
       "      <td>60</td>\n",
       "      <td>60</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149969</th>\n",
       "      <td>149969</td>\n",
       "      <td>52442</td>\n",
       "      <td>60571</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>NR</td>\n",
       "      <td>Male</td>\n",
       "      <td>60</td>\n",
       "      <td>60</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149970</th>\n",
       "      <td>149970</td>\n",
       "      <td>52442</td>\n",
       "      <td>60571</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>NR</td>\n",
       "      <td>Male</td>\n",
       "      <td>60</td>\n",
       "      <td>60</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149971</th>\n",
       "      <td>149971</td>\n",
       "      <td>52442</td>\n",
       "      <td>60571</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>NR</td>\n",
       "      <td>Male</td>\n",
       "      <td>60</td>\n",
       "      <td>60</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149972</th>\n",
       "      <td>149972</td>\n",
       "      <td>52442</td>\n",
       "      <td>60571</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>NR</td>\n",
       "      <td>Male</td>\n",
       "      <td>60</td>\n",
       "      <td>60</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149973</th>\n",
       "      <td>149973</td>\n",
       "      <td>52442</td>\n",
       "      <td>60571</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>NR</td>\n",
       "      <td>Male</td>\n",
       "      <td>60</td>\n",
       "      <td>60</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149974</th>\n",
       "      <td>149974</td>\n",
       "      <td>52442</td>\n",
       "      <td>60571</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>NR</td>\n",
       "      <td>Male</td>\n",
       "      <td>60</td>\n",
       "      <td>60</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149975</th>\n",
       "      <td>149975</td>\n",
       "      <td>52442</td>\n",
       "      <td>60571</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>NR</td>\n",
       "      <td>Male</td>\n",
       "      <td>60</td>\n",
       "      <td>60</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149976</th>\n",
       "      <td>149976</td>\n",
       "      <td>52442</td>\n",
       "      <td>60571</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>NR</td>\n",
       "      <td>Male</td>\n",
       "      <td>60</td>\n",
       "      <td>60</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149977</th>\n",
       "      <td>149977</td>\n",
       "      <td>52442</td>\n",
       "      <td>60571</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>NR</td>\n",
       "      <td>Male</td>\n",
       "      <td>60</td>\n",
       "      <td>60</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149978</th>\n",
       "      <td>149978</td>\n",
       "      <td>52442</td>\n",
       "      <td>60571</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>NR</td>\n",
       "      <td>Male</td>\n",
       "      <td>60</td>\n",
       "      <td>60</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149979</th>\n",
       "      <td>149979</td>\n",
       "      <td>52442</td>\n",
       "      <td>60571</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>NR</td>\n",
       "      <td>Male</td>\n",
       "      <td>60</td>\n",
       "      <td>60</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149980</th>\n",
       "      <td>149980</td>\n",
       "      <td>52442</td>\n",
       "      <td>60571</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>NR</td>\n",
       "      <td>Male</td>\n",
       "      <td>60</td>\n",
       "      <td>60</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149981</th>\n",
       "      <td>149981</td>\n",
       "      <td>52442</td>\n",
       "      <td>60571</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>NR</td>\n",
       "      <td>Male</td>\n",
       "      <td>60</td>\n",
       "      <td>60</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149982</th>\n",
       "      <td>149982</td>\n",
       "      <td>52442</td>\n",
       "      <td>60571</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>NR</td>\n",
       "      <td>Male</td>\n",
       "      <td>60</td>\n",
       "      <td>60</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149983</th>\n",
       "      <td>149983</td>\n",
       "      <td>52442</td>\n",
       "      <td>60571</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>NR</td>\n",
       "      <td>Male</td>\n",
       "      <td>60</td>\n",
       "      <td>60</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149984</th>\n",
       "      <td>149984</td>\n",
       "      <td>52442</td>\n",
       "      <td>60571</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>NR</td>\n",
       "      <td>Male</td>\n",
       "      <td>60</td>\n",
       "      <td>60</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149985</th>\n",
       "      <td>149985</td>\n",
       "      <td>52442</td>\n",
       "      <td>60571</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>NR</td>\n",
       "      <td>Male</td>\n",
       "      <td>60</td>\n",
       "      <td>60</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149986</th>\n",
       "      <td>149986</td>\n",
       "      <td>52442</td>\n",
       "      <td>60571</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>NR</td>\n",
       "      <td>Male</td>\n",
       "      <td>60</td>\n",
       "      <td>60</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149987</th>\n",
       "      <td>149987</td>\n",
       "      <td>52442</td>\n",
       "      <td>60571</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>NR</td>\n",
       "      <td>Male</td>\n",
       "      <td>60</td>\n",
       "      <td>60</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149988</th>\n",
       "      <td>149988</td>\n",
       "      <td>52442</td>\n",
       "      <td>60571</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>NR</td>\n",
       "      <td>Male</td>\n",
       "      <td>60</td>\n",
       "      <td>60</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149989</th>\n",
       "      <td>149989</td>\n",
       "      <td>52442</td>\n",
       "      <td>60571</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>NR</td>\n",
       "      <td>Male</td>\n",
       "      <td>60</td>\n",
       "      <td>60</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149990</th>\n",
       "      <td>149990</td>\n",
       "      <td>52442</td>\n",
       "      <td>60571</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>NR</td>\n",
       "      <td>Male</td>\n",
       "      <td>60</td>\n",
       "      <td>60</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149991</th>\n",
       "      <td>149991</td>\n",
       "      <td>52442</td>\n",
       "      <td>60571</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>NR</td>\n",
       "      <td>Male</td>\n",
       "      <td>60</td>\n",
       "      <td>60</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149992</th>\n",
       "      <td>149992</td>\n",
       "      <td>52442</td>\n",
       "      <td>60571</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>NR</td>\n",
       "      <td>Male</td>\n",
       "      <td>60</td>\n",
       "      <td>60</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149993</th>\n",
       "      <td>149993</td>\n",
       "      <td>52442</td>\n",
       "      <td>60571</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>NR</td>\n",
       "      <td>Male</td>\n",
       "      <td>60</td>\n",
       "      <td>60</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149994</th>\n",
       "      <td>149994</td>\n",
       "      <td>52442</td>\n",
       "      <td>60571</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>NR</td>\n",
       "      <td>Male</td>\n",
       "      <td>60</td>\n",
       "      <td>60</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149995</th>\n",
       "      <td>149995</td>\n",
       "      <td>52442</td>\n",
       "      <td>60571</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>NR</td>\n",
       "      <td>Male</td>\n",
       "      <td>60</td>\n",
       "      <td>60</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149996</th>\n",
       "      <td>149996</td>\n",
       "      <td>52442</td>\n",
       "      <td>60571</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>NR</td>\n",
       "      <td>Male</td>\n",
       "      <td>60</td>\n",
       "      <td>60</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>67641</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>NR</td>\n",
       "      <td>2-Propanone</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</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>740425</th>\n",
       "      <td>740425</td>\n",
       "      <td>54806</td>\n",
       "      <td>789026</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>0</td>\n",
       "      <td>Both</td>\n",
       "      <td>268</td>\n",
       "      <td>268</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>8001250</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>NR</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>740426</th>\n",
       "      <td>740426</td>\n",
       "      <td>54806</td>\n",
       "      <td>789026</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>0</td>\n",
       "      <td>Both</td>\n",
       "      <td>268</td>\n",
       "      <td>268</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>8001250</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>NR</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>740427</th>\n",
       "      <td>740427</td>\n",
       "      <td>54806</td>\n",
       "      <td>789026</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>0</td>\n",
       "      <td>Both</td>\n",
       "      <td>268</td>\n",
       "      <td>268</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>8001250</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>NR</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>740428</th>\n",
       "      <td>740428</td>\n",
       "      <td>54806</td>\n",
       "      <td>789026</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>0</td>\n",
       "      <td>Both</td>\n",
       "      <td>268</td>\n",
       "      <td>268</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>8001250</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>NR</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>740429</th>\n",
       "      <td>740429</td>\n",
       "      <td>54806</td>\n",
       "      <td>789026</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>0</td>\n",
       "      <td>Both</td>\n",
       "      <td>268</td>\n",
       "      <td>268</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>8001250</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>NR</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>740430</th>\n",
       "      <td>740430</td>\n",
       "      <td>54806</td>\n",
       "      <td>789026</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>0</td>\n",
       "      <td>Both</td>\n",
       "      <td>268</td>\n",
       "      <td>268</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>8001250</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>NR</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>740431</th>\n",
       "      <td>740431</td>\n",
       "      <td>54806</td>\n",
       "      <td>789026</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>0</td>\n",
       "      <td>Both</td>\n",
       "      <td>268</td>\n",
       "      <td>268</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>8001250</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>NR</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>740432</th>\n",
       "      <td>740432</td>\n",
       "      <td>54806</td>\n",
       "      <td>789026</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>0</td>\n",
       "      <td>Both</td>\n",
       "      <td>268</td>\n",
       "      <td>268</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>8001250</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>NR</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>740433</th>\n",
       "      <td>740433</td>\n",
       "      <td>54806</td>\n",
       "      <td>789026</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>0</td>\n",
       "      <td>Both</td>\n",
       "      <td>268</td>\n",
       "      <td>268</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>8001250</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>NR</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>740434</th>\n",
       "      <td>740434</td>\n",
       "      <td>54806</td>\n",
       "      <td>789026</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>0</td>\n",
       "      <td>Both</td>\n",
       "      <td>268</td>\n",
       "      <td>268</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>8001250</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>NR</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>740435</th>\n",
       "      <td>740435</td>\n",
       "      <td>54806</td>\n",
       "      <td>789026</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>0</td>\n",
       "      <td>Both</td>\n",
       "      <td>268</td>\n",
       "      <td>268</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>8001250</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>NR</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>740436</th>\n",
       "      <td>740436</td>\n",
       "      <td>54806</td>\n",
       "      <td>789026</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>0</td>\n",
       "      <td>Both</td>\n",
       "      <td>268</td>\n",
       "      <td>268</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>8001250</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>NR</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>740437</th>\n",
       "      <td>740437</td>\n",
       "      <td>54806</td>\n",
       "      <td>789026</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>0</td>\n",
       "      <td>Both</td>\n",
       "      <td>268</td>\n",
       "      <td>268</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>8001250</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>NR</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>740581</th>\n",
       "      <td>740581</td>\n",
       "      <td>54806</td>\n",
       "      <td>789026</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>0</td>\n",
       "      <td>Both</td>\n",
       "      <td>268</td>\n",
       "      <td>268</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>8001250</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>NR</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>740582</th>\n",
       "      <td>740582</td>\n",
       "      <td>54806</td>\n",
       "      <td>789026</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>0</td>\n",
       "      <td>Both</td>\n",
       "      <td>268</td>\n",
       "      <td>268</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>8001250</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>NR</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>740583</th>\n",
       "      <td>740583</td>\n",
       "      <td>54806</td>\n",
       "      <td>789026</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>0</td>\n",
       "      <td>Both</td>\n",
       "      <td>268</td>\n",
       "      <td>268</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>8001250</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>NR</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>740584</th>\n",
       "      <td>740584</td>\n",
       "      <td>54806</td>\n",
       "      <td>789026</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>0</td>\n",
       "      <td>Both</td>\n",
       "      <td>268</td>\n",
       "      <td>268</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>8001250</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>NR</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>740585</th>\n",
       "      <td>740585</td>\n",
       "      <td>54806</td>\n",
       "      <td>789026</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>0</td>\n",
       "      <td>Both</td>\n",
       "      <td>268</td>\n",
       "      <td>268</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>8001250</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>NR</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>740586</th>\n",
       "      <td>740586</td>\n",
       "      <td>54806</td>\n",
       "      <td>789026</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>0</td>\n",
       "      <td>Both</td>\n",
       "      <td>268</td>\n",
       "      <td>268</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>8001250</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>NR</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>740587</th>\n",
       "      <td>740587</td>\n",
       "      <td>54806</td>\n",
       "      <td>789026</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>0</td>\n",
       "      <td>Both</td>\n",
       "      <td>268</td>\n",
       "      <td>268</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>8001250</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>NR</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>740588</th>\n",
       "      <td>740588</td>\n",
       "      <td>54806</td>\n",
       "      <td>789026</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>0</td>\n",
       "      <td>Both</td>\n",
       "      <td>268</td>\n",
       "      <td>268</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>8001250</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>NR</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>740589</th>\n",
       "      <td>740589</td>\n",
       "      <td>54806</td>\n",
       "      <td>789026</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>0</td>\n",
       "      <td>Both</td>\n",
       "      <td>268</td>\n",
       "      <td>268</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>8001250</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>NR</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>740590</th>\n",
       "      <td>740590</td>\n",
       "      <td>54806</td>\n",
       "      <td>789026</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>0</td>\n",
       "      <td>Both</td>\n",
       "      <td>268</td>\n",
       "      <td>268</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>8001250</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>NR</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>740591</th>\n",
       "      <td>740591</td>\n",
       "      <td>54806</td>\n",
       "      <td>789026</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>0</td>\n",
       "      <td>Both</td>\n",
       "      <td>268</td>\n",
       "      <td>268</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>8001250</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>NR</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>740592</th>\n",
       "      <td>740592</td>\n",
       "      <td>54806</td>\n",
       "      <td>789026</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>0</td>\n",
       "      <td>Both</td>\n",
       "      <td>268</td>\n",
       "      <td>268</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>8001250</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>NR</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>740593</th>\n",
       "      <td>740593</td>\n",
       "      <td>54806</td>\n",
       "      <td>789026</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>0</td>\n",
       "      <td>Both</td>\n",
       "      <td>268</td>\n",
       "      <td>268</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>8001250</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>NR</td>\n",
       "      <td>Olive oil</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>740795</th>\n",
       "      <td>740795</td>\n",
       "      <td>573927</td>\n",
       "      <td>107028</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>6</td>\n",
       "      <td>Female</td>\n",
       "      <td>NC</td>\n",
       "      <td>14</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>9004675</td>\n",
       "      <td>Cellulose, Methyl ether</td>\n",
       "      <td>NC</td>\n",
       "      <td>Cellulose, Methyl ether</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>740796</th>\n",
       "      <td>740796</td>\n",
       "      <td>573929</td>\n",
       "      <td>107028</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>6</td>\n",
       "      <td>Male</td>\n",
       "      <td>NC</td>\n",
       "      <td>14</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>9004675</td>\n",
       "      <td>Cellulose, Methyl ether</td>\n",
       "      <td>NC</td>\n",
       "      <td>Cellulose, Methyl ether</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>774743</th>\n",
       "      <td>774743</td>\n",
       "      <td>553505</td>\n",
       "      <td>90153</td>\n",
       "      <td>GE</td>\n",
       "      <td>4510</td>\n",
       "      <td>60</td>\n",
       "      <td>Female</td>\n",
       "      <td>NC</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>9004324</td>\n",
       "      <td>Cellulose, Carboxymethyl ether, Sodium salt</td>\n",
       "      <td>NC</td>\n",
       "      <td>Cellulose, Carboxymethyl ether, Sodium salt</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>774778</th>\n",
       "      <td>774778</td>\n",
       "      <td>567050</td>\n",
       "      <td>87865</td>\n",
       "      <td>NR</td>\n",
       "      <td>4510</td>\n",
       "      <td>NR</td>\n",
       "      <td>Both</td>\n",
       "      <td>NC</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NC</td>\n",
       "      <td>...</td>\n",
       "      <td>100663</td>\n",
       "      <td>Methoxybenzene</td>\n",
       "      <td>NC</td>\n",
       "      <td>Methoxybenzene</td>\n",
       "      <td>Norway Rat</td>\n",
       "      <td>Animalia</td>\n",
       "      <td>Mammalia</td>\n",
       "      <td>Rodentia</td>\n",
       "      <td>Muridae</td>\n",
       "      <td>norvegicus</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>223370 rows × 37 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       Unnamed: 0 test_id test_cas organism_lifestage species_number  \\\n",
       "149967     149967   52442    60571                 NR           4510   \n",
       "149968     149968   52442    60571                 NR           4510   \n",
       "149969     149969   52442    60571                 NR           4510   \n",
       "149970     149970   52442    60571                 NR           4510   \n",
       "149971     149971   52442    60571                 NR           4510   \n",
       "149972     149972   52442    60571                 NR           4510   \n",
       "149973     149973   52442    60571                 NR           4510   \n",
       "149974     149974   52442    60571                 NR           4510   \n",
       "149975     149975   52442    60571                 NR           4510   \n",
       "149976     149976   52442    60571                 NR           4510   \n",
       "149977     149977   52442    60571                 NR           4510   \n",
       "149978     149978   52442    60571                 NR           4510   \n",
       "149979     149979   52442    60571                 NR           4510   \n",
       "149980     149980   52442    60571                 NR           4510   \n",
       "149981     149981   52442    60571                 NR           4510   \n",
       "149982     149982   52442    60571                 NR           4510   \n",
       "149983     149983   52442    60571                 NR           4510   \n",
       "149984     149984   52442    60571                 NR           4510   \n",
       "149985     149985   52442    60571                 NR           4510   \n",
       "149986     149986   52442    60571                 NR           4510   \n",
       "149987     149987   52442    60571                 NR           4510   \n",
       "149988     149988   52442    60571                 NR           4510   \n",
       "149989     149989   52442    60571                 NR           4510   \n",
       "149990     149990   52442    60571                 NR           4510   \n",
       "149991     149991   52442    60571                 NR           4510   \n",
       "149992     149992   52442    60571                 NR           4510   \n",
       "149993     149993   52442    60571                 NR           4510   \n",
       "149994     149994   52442    60571                 NR           4510   \n",
       "149995     149995   52442    60571                 NR           4510   \n",
       "149996     149996   52442    60571                 NR           4510   \n",
       "...           ...     ...      ...                ...            ...   \n",
       "740425     740425   54806   789026                 NR           4510   \n",
       "740426     740426   54806   789026                 NR           4510   \n",
       "740427     740427   54806   789026                 NR           4510   \n",
       "740428     740428   54806   789026                 NR           4510   \n",
       "740429     740429   54806   789026                 NR           4510   \n",
       "740430     740430   54806   789026                 NR           4510   \n",
       "740431     740431   54806   789026                 NR           4510   \n",
       "740432     740432   54806   789026                 NR           4510   \n",
       "740433     740433   54806   789026                 NR           4510   \n",
       "740434     740434   54806   789026                 NR           4510   \n",
       "740435     740435   54806   789026                 NR           4510   \n",
       "740436     740436   54806   789026                 NR           4510   \n",
       "740437     740437   54806   789026                 NR           4510   \n",
       "740581     740581   54806   789026                 NR           4510   \n",
       "740582     740582   54806   789026                 NR           4510   \n",
       "740583     740583   54806   789026                 NR           4510   \n",
       "740584     740584   54806   789026                 NR           4510   \n",
       "740585     740585   54806   789026                 NR           4510   \n",
       "740586     740586   54806   789026                 NR           4510   \n",
       "740587     740587   54806   789026                 NR           4510   \n",
       "740588     740588   54806   789026                 NR           4510   \n",
       "740589     740589   54806   789026                 NR           4510   \n",
       "740590     740590   54806   789026                 NR           4510   \n",
       "740591     740591   54806   789026                 NR           4510   \n",
       "740592     740592   54806   789026                 NR           4510   \n",
       "740593     740593   54806   789026                 NR           4510   \n",
       "740795     740795  573927   107028                 NR           4510   \n",
       "740796     740796  573929   107028                 NR           4510   \n",
       "774743     774743  553505    90153                 GE           4510   \n",
       "774778     774778  567050    87865                 NR           4510   \n",
       "\n",
       "       organism_age_mean organism_gender study_duration_mean  \\\n",
       "149967                NR            Male                  60   \n",
       "149968                NR            Male                  60   \n",
       "149969                NR            Male                  60   \n",
       "149970                NR            Male                  60   \n",
       "149971                NR            Male                  60   \n",
       "149972                NR            Male                  60   \n",
       "149973                NR            Male                  60   \n",
       "149974                NR            Male                  60   \n",
       "149975                NR            Male                  60   \n",
       "149976                NR            Male                  60   \n",
       "149977                NR            Male                  60   \n",
       "149978                NR            Male                  60   \n",
       "149979                NR            Male                  60   \n",
       "149980                NR            Male                  60   \n",
       "149981                NR            Male                  60   \n",
       "149982                NR            Male                  60   \n",
       "149983                NR            Male                  60   \n",
       "149984                NR            Male                  60   \n",
       "149985                NR            Male                  60   \n",
       "149986                NR            Male                  60   \n",
       "149987                NR            Male                  60   \n",
       "149988                NR            Male                  60   \n",
       "149989                NR            Male                  60   \n",
       "149990                NR            Male                  60   \n",
       "149991                NR            Male                  60   \n",
       "149992                NR            Male                  60   \n",
       "149993                NR            Male                  60   \n",
       "149994                NR            Male                  60   \n",
       "149995                NR            Male                  60   \n",
       "149996                NR            Male                  60   \n",
       "...                  ...             ...                 ...   \n",
       "740425                 0            Both                 268   \n",
       "740426                 0            Both                 268   \n",
       "740427                 0            Both                 268   \n",
       "740428                 0            Both                 268   \n",
       "740429                 0            Both                 268   \n",
       "740430                 0            Both                 268   \n",
       "740431                 0            Both                 268   \n",
       "740432                 0            Both                 268   \n",
       "740433                 0            Both                 268   \n",
       "740434                 0            Both                 268   \n",
       "740435                 0            Both                 268   \n",
       "740436                 0            Both                 268   \n",
       "740437                 0            Both                 268   \n",
       "740581                 0            Both                 268   \n",
       "740582                 0            Both                 268   \n",
       "740583                 0            Both                 268   \n",
       "740584                 0            Both                 268   \n",
       "740585                 0            Both                 268   \n",
       "740586                 0            Both                 268   \n",
       "740587                 0            Both                 268   \n",
       "740588                 0            Both                 268   \n",
       "740589                 0            Both                 268   \n",
       "740590                 0            Both                 268   \n",
       "740591                 0            Both                 268   \n",
       "740592                 0            Both                 268   \n",
       "740593                 0            Both                 268   \n",
       "740795                 6          Female                  NC   \n",
       "740796                 6            Male                  NC   \n",
       "774743                60          Female                  NC   \n",
       "774778                NR            Both                  NC   \n",
       "\n",
       "       exposure_duration_mean test_type  ... cas_number  \\\n",
       "149967                     60        NC  ...      67641   \n",
       "149968                     60        NC  ...      67641   \n",
       "149969                     60        NC  ...      67641   \n",
       "149970                     60        NC  ...      67641   \n",
       "149971                     60        NC  ...      67641   \n",
       "149972                     60        NC  ...      67641   \n",
       "149973                     60        NC  ...      67641   \n",
       "149974                     60        NC  ...      67641   \n",
       "149975                     60        NC  ...      67641   \n",
       "149976                     60        NC  ...      67641   \n",
       "149977                     60        NC  ...      67641   \n",
       "149978                     60        NC  ...      67641   \n",
       "149979                     60        NC  ...      67641   \n",
       "149980                     60        NC  ...      67641   \n",
       "149981                     60        NC  ...      67641   \n",
       "149982                     60        NC  ...      67641   \n",
       "149983                     60        NC  ...      67641   \n",
       "149984                     60        NC  ...      67641   \n",
       "149985                     60        NC  ...      67641   \n",
       "149986                     60        NC  ...      67641   \n",
       "149987                     60        NC  ...      67641   \n",
       "149988                     60        NC  ...      67641   \n",
       "149989                     60        NC  ...      67641   \n",
       "149990                     60        NC  ...      67641   \n",
       "149991                     60        NC  ...      67641   \n",
       "149992                     60        NC  ...      67641   \n",
       "149993                     60        NC  ...      67641   \n",
       "149994                     60        NC  ...      67641   \n",
       "149995                     60        NC  ...      67641   \n",
       "149996                     60        NC  ...      67641   \n",
       "...                       ...       ...  ...        ...   \n",
       "740425                    268        NC  ...    8001250   \n",
       "740426                    268        NC  ...    8001250   \n",
       "740427                    268        NC  ...    8001250   \n",
       "740428                    268        NC  ...    8001250   \n",
       "740429                    268        NC  ...    8001250   \n",
       "740430                    268        NC  ...    8001250   \n",
       "740431                    268        NC  ...    8001250   \n",
       "740432                    268        NC  ...    8001250   \n",
       "740433                    268        NC  ...    8001250   \n",
       "740434                    268        NC  ...    8001250   \n",
       "740435                    268        NC  ...    8001250   \n",
       "740436                    268        NC  ...    8001250   \n",
       "740437                    268        NC  ...    8001250   \n",
       "740581                    268        NC  ...    8001250   \n",
       "740582                    268        NC  ...    8001250   \n",
       "740583                    268        NC  ...    8001250   \n",
       "740584                    268        NC  ...    8001250   \n",
       "740585                    268        NC  ...    8001250   \n",
       "740586                    268        NC  ...    8001250   \n",
       "740587                    268        NC  ...    8001250   \n",
       "740588                    268        NC  ...    8001250   \n",
       "740589                    268        NC  ...    8001250   \n",
       "740590                    268        NC  ...    8001250   \n",
       "740591                    268        NC  ...    8001250   \n",
       "740592                    268        NC  ...    8001250   \n",
       "740593                    268        NC  ...    8001250   \n",
       "740795                     14        NC  ...    9004675   \n",
       "740796                     14        NC  ...    9004675   \n",
       "774743                    NaN        NC  ...    9004324   \n",
       "774778                    NaN        NC  ...     100663   \n",
       "\n",
       "                                          chem_name formulation  \\\n",
       "149967                                  2-Propanone          NR   \n",
       "149968                                  2-Propanone          NR   \n",
       "149969                                  2-Propanone          NR   \n",
       "149970                                  2-Propanone          NR   \n",
       "149971                                  2-Propanone          NR   \n",
       "149972                                  2-Propanone          NR   \n",
       "149973                                  2-Propanone          NR   \n",
       "149974                                  2-Propanone          NR   \n",
       "149975                                  2-Propanone          NR   \n",
       "149976                                  2-Propanone          NR   \n",
       "149977                                  2-Propanone          NR   \n",
       "149978                                  2-Propanone          NR   \n",
       "149979                                  2-Propanone          NR   \n",
       "149980                                  2-Propanone          NR   \n",
       "149981                                  2-Propanone          NR   \n",
       "149982                                  2-Propanone          NR   \n",
       "149983                                  2-Propanone          NR   \n",
       "149984                                  2-Propanone          NR   \n",
       "149985                                  2-Propanone          NR   \n",
       "149986                                  2-Propanone          NR   \n",
       "149987                                  2-Propanone          NR   \n",
       "149988                                  2-Propanone          NR   \n",
       "149989                                  2-Propanone          NR   \n",
       "149990                                  2-Propanone          NR   \n",
       "149991                                  2-Propanone          NR   \n",
       "149992                                  2-Propanone          NR   \n",
       "149993                                  2-Propanone          NR   \n",
       "149994                                  2-Propanone          NR   \n",
       "149995                                  2-Propanone          NR   \n",
       "149996                                  2-Propanone          NR   \n",
       "...                                             ...         ...   \n",
       "740425                                    Olive oil          NR   \n",
       "740426                                    Olive oil          NR   \n",
       "740427                                    Olive oil          NR   \n",
       "740428                                    Olive oil          NR   \n",
       "740429                                    Olive oil          NR   \n",
       "740430                                    Olive oil          NR   \n",
       "740431                                    Olive oil          NR   \n",
       "740432                                    Olive oil          NR   \n",
       "740433                                    Olive oil          NR   \n",
       "740434                                    Olive oil          NR   \n",
       "740435                                    Olive oil          NR   \n",
       "740436                                    Olive oil          NR   \n",
       "740437                                    Olive oil          NR   \n",
       "740581                                    Olive oil          NR   \n",
       "740582                                    Olive oil          NR   \n",
       "740583                                    Olive oil          NR   \n",
       "740584                                    Olive oil          NR   \n",
       "740585                                    Olive oil          NR   \n",
       "740586                                    Olive oil          NR   \n",
       "740587                                    Olive oil          NR   \n",
       "740588                                    Olive oil          NR   \n",
       "740589                                    Olive oil          NR   \n",
       "740590                                    Olive oil          NR   \n",
       "740591                                    Olive oil          NR   \n",
       "740592                                    Olive oil          NR   \n",
       "740593                                    Olive oil          NR   \n",
       "740795                      Cellulose, Methyl ether          NC   \n",
       "740796                      Cellulose, Methyl ether          NC   \n",
       "774743  Cellulose, Carboxymethyl ether, Sodium salt          NC   \n",
       "774778                               Methoxybenzene          NC   \n",
       "\n",
       "                                      chemical_name common_name   kingdom  \\\n",
       "149967                                  2-Propanone  Norway Rat  Animalia   \n",
       "149968                                  2-Propanone  Norway Rat  Animalia   \n",
       "149969                                  2-Propanone  Norway Rat  Animalia   \n",
       "149970                                  2-Propanone  Norway Rat  Animalia   \n",
       "149971                                  2-Propanone  Norway Rat  Animalia   \n",
       "149972                                  2-Propanone  Norway Rat  Animalia   \n",
       "149973                                  2-Propanone  Norway Rat  Animalia   \n",
       "149974                                  2-Propanone  Norway Rat  Animalia   \n",
       "149975                                  2-Propanone  Norway Rat  Animalia   \n",
       "149976                                  2-Propanone  Norway Rat  Animalia   \n",
       "149977                                  2-Propanone  Norway Rat  Animalia   \n",
       "149978                                  2-Propanone  Norway Rat  Animalia   \n",
       "149979                                  2-Propanone  Norway Rat  Animalia   \n",
       "149980                                  2-Propanone  Norway Rat  Animalia   \n",
       "149981                                  2-Propanone  Norway Rat  Animalia   \n",
       "149982                                  2-Propanone  Norway Rat  Animalia   \n",
       "149983                                  2-Propanone  Norway Rat  Animalia   \n",
       "149984                                  2-Propanone  Norway Rat  Animalia   \n",
       "149985                                  2-Propanone  Norway Rat  Animalia   \n",
       "149986                                  2-Propanone  Norway Rat  Animalia   \n",
       "149987                                  2-Propanone  Norway Rat  Animalia   \n",
       "149988                                  2-Propanone  Norway Rat  Animalia   \n",
       "149989                                  2-Propanone  Norway Rat  Animalia   \n",
       "149990                                  2-Propanone  Norway Rat  Animalia   \n",
       "149991                                  2-Propanone  Norway Rat  Animalia   \n",
       "149992                                  2-Propanone  Norway Rat  Animalia   \n",
       "149993                                  2-Propanone  Norway Rat  Animalia   \n",
       "149994                                  2-Propanone  Norway Rat  Animalia   \n",
       "149995                                  2-Propanone  Norway Rat  Animalia   \n",
       "149996                                  2-Propanone  Norway Rat  Animalia   \n",
       "...                                             ...         ...       ...   \n",
       "740425                                    Olive oil  Norway Rat  Animalia   \n",
       "740426                                    Olive oil  Norway Rat  Animalia   \n",
       "740427                                    Olive oil  Norway Rat  Animalia   \n",
       "740428                                    Olive oil  Norway Rat  Animalia   \n",
       "740429                                    Olive oil  Norway Rat  Animalia   \n",
       "740430                                    Olive oil  Norway Rat  Animalia   \n",
       "740431                                    Olive oil  Norway Rat  Animalia   \n",
       "740432                                    Olive oil  Norway Rat  Animalia   \n",
       "740433                                    Olive oil  Norway Rat  Animalia   \n",
       "740434                                    Olive oil  Norway Rat  Animalia   \n",
       "740435                                    Olive oil  Norway Rat  Animalia   \n",
       "740436                                    Olive oil  Norway Rat  Animalia   \n",
       "740437                                    Olive oil  Norway Rat  Animalia   \n",
       "740581                                    Olive oil  Norway Rat  Animalia   \n",
       "740582                                    Olive oil  Norway Rat  Animalia   \n",
       "740583                                    Olive oil  Norway Rat  Animalia   \n",
       "740584                                    Olive oil  Norway Rat  Animalia   \n",
       "740585                                    Olive oil  Norway Rat  Animalia   \n",
       "740586                                    Olive oil  Norway Rat  Animalia   \n",
       "740587                                    Olive oil  Norway Rat  Animalia   \n",
       "740588                                    Olive oil  Norway Rat  Animalia   \n",
       "740589                                    Olive oil  Norway Rat  Animalia   \n",
       "740590                                    Olive oil  Norway Rat  Animalia   \n",
       "740591                                    Olive oil  Norway Rat  Animalia   \n",
       "740592                                    Olive oil  Norway Rat  Animalia   \n",
       "740593                                    Olive oil  Norway Rat  Animalia   \n",
       "740795                      Cellulose, Methyl ether  Norway Rat  Animalia   \n",
       "740796                      Cellulose, Methyl ether  Norway Rat  Animalia   \n",
       "774743  Cellulose, Carboxymethyl ether, Sodium salt  Norway Rat  Animalia   \n",
       "774778                               Methoxybenzene  Norway Rat  Animalia   \n",
       "\n",
       "           class tax_order   family     species  \n",
       "149967  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "149968  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "149969  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "149970  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "149971  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "149972  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "149973  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "149974  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "149975  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "149976  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "149977  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "149978  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "149979  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "149980  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "149981  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "149982  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "149983  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "149984  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "149985  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "149986  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "149987  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "149988  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "149989  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "149990  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "149991  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "149992  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "149993  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "149994  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "149995  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "149996  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "...          ...       ...      ...         ...  \n",
       "740425  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "740426  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "740427  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "740428  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "740429  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "740430  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "740431  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "740432  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "740433  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "740434  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "740435  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "740436  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "740437  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "740581  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "740582  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "740583  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "740584  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "740585  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "740586  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "740587  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "740588  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "740589  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "740590  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "740591  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "740592  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "740593  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "740795  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "740796  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "774743  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "774778  Mammalia  Rodentia  Muridae  norvegicus  \n",
       "\n",
       "[223370 rows x 37 columns]"
      ]
     },
     "execution_count": 93,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "surv = no_mort_df.query('species == \"' + list(top_10_names.keys())[0] + '\"')\n",
    "for species_name in list(top_10_names.keys())[1:]:\n",
    "    surv.append(no_mort_df.query('species == \"' + species_name + '\"'))\n",
    "surv"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 94,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "norvegicus    223370\n",
       "Name: species, dtype: int64"
      ]
     },
     "execution_count": 94,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "top_10_surv = surv['species'].value_counts()\n",
    "top_10_surv = top_10_surv.iloc[:10]\n",
    "top_10_surv"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now we know that we don't have any data on all the top 5 species in mortality avaliation, only the ```norvegicus```, which is the most used species."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# CONCLUSION\n",
    "\n",
    "The species data have **no** direct impact on relation of mortalily. The Species with most deaths is  norvegicus, with 12841 and 223370 survivalship. All other 9 species with most mortality have only mortalit (no surv value) and have dramaticly less individuals\n",
    "\n",
    "The database have an data normalization issue. The percent of mortality in norvegicus species is shown below."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 95,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.05748757666651744"
      ]
     },
     "execution_count": 95,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "12841/223370"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 99,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x13afbf1d0>"
      ]
     },
     "execution_count": 99,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "top_10_species.plot.bar()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}