govt_pest_data.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import ezodf"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Spreadsheet contains 43 sheet(s).\n",
      "----------------------------------------\n",
      "   Sheet name : 'Introduction'\n",
      "Size of Sheet : (rows=4, cols=33)\n",
      "----------------------------------------\n",
      "   Sheet name : 'Apple_BNA'\n",
      "Size of Sheet : (rows=59, cols=10)\n",
      "----------------------------------------\n",
      "   Sheet name : 'Apple_SUM'\n",
      "Size of Sheet : (rows=437, cols=16)\n",
      "----------------------------------------\n",
      "   Sheet name : 'Aubergine_BNA'\n",
      "Size of Sheet : (rows=69, cols=10)\n",
      "----------------------------------------\n",
      "   Sheet name : 'Aubergine_SUM'\n",
      "Size of Sheet : (rows=463, cols=26)\n",
      "----------------------------------------\n",
      "   Sheet name : 'Banana_BNA'\n",
      "Size of Sheet : (rows=35, cols=10)\n",
      "----------------------------------------\n",
      "   Sheet name : 'Banana_SUM'\n",
      "Size of Sheet : (rows=421, cols=16)\n",
      "----------------------------------------\n",
      "   Sheet name : 'Beans_BNA'\n",
      "Size of Sheet : (rows=51, cols=10)\n",
      "----------------------------------------\n",
      "   Sheet name : 'Beans_SUM'\n",
      "Size of Sheet : (rows=456, cols=29)\n",
      "----------------------------------------\n",
      "   Sheet name : 'Beef_BNA'\n",
      "Size of Sheet : (rows=27, cols=10)\n",
      "----------------------------------------\n",
      "   Sheet name : 'Beef_SUM'\n",
      "Size of Sheet : (rows=132, cols=7)\n",
      "----------------------------------------\n",
      "   Sheet name : 'Broccoli_BNA'\n",
      "Size of Sheet : (rows=31, cols=10)\n",
      "----------------------------------------\n",
      "   Sheet name : 'Broccoli_SUM'\n",
      "Size of Sheet : (rows=398, cols=10)\n",
      "----------------------------------------\n",
      "   Sheet name : 'Eggs_BNA'\n",
      "Size of Sheet : (rows=34, cols=10)\n",
      "----------------------------------------\n",
      "   Sheet name : 'Eggs_SUM'\n",
      "Size of Sheet : (rows=115, cols=4)\n",
      "----------------------------------------\n",
      "   Sheet name : 'Fish(white)_BNA'\n",
      "Size of Sheet : (rows=41, cols=10)\n",
      "----------------------------------------\n",
      "   Sheet name : 'Fish(white)_SUM'\n",
      "Size of Sheet : (rows=95, cols=8)\n",
      "----------------------------------------\n",
      "   Sheet name : 'Frozen_Veg_BNA'\n",
      "Size of Sheet : (rows=27, cols=10)\n",
      "----------------------------------------\n",
      "   Sheet name : 'Frozen_Veg_SUM'\n",
      "Size of Sheet : (rows=53, cols=8)\n",
      "----------------------------------------\n",
      "   Sheet name : 'Game_BNA'\n",
      "Size of Sheet : (rows=25, cols=11)\n",
      "----------------------------------------\n",
      "   Sheet name : 'Game_SUM'\n",
      "Size of Sheet : (rows=73, cols=7)\n",
      "----------------------------------------\n",
      "   Sheet name : 'Grapefruit_BNA'\n",
      "Size of Sheet : (rows=85, cols=10)\n",
      "----------------------------------------\n",
      "   Sheet name : 'Grapefruit_SUM'\n",
      "Size of Sheet : (rows=441, cols=16)\n",
      "----------------------------------------\n",
      "   Sheet name : 'Grapes_BNA'\n",
      "Size of Sheet : (rows=63, cols=10)\n",
      "----------------------------------------\n",
      "   Sheet name : 'Grapes_SUM'\n",
      "Size of Sheet : (rows=469, cols=30)\n",
      "----------------------------------------\n",
      "   Sheet name : 'Lettuce_BNA'\n",
      "Size of Sheet : (rows=69, cols=10)\n",
      "----------------------------------------\n",
      "   Sheet name : 'Lettuce_SUM'\n",
      "Size of Sheet : (rows=486, cols=24)\n",
      "----------------------------------------\n",
      "   Sheet name : 'Melon_BNA'\n",
      "Size of Sheet : (rows=67, cols=10)\n",
      "----------------------------------------\n",
      "   Sheet name : 'Melon_SUM'\n",
      "Size of Sheet : (rows=488, cols=19)\n",
      "----------------------------------------\n",
      "   Sheet name : 'Milk_BNA'\n",
      "Size of Sheet : (rows=84, cols=11)\n",
      "----------------------------------------\n",
      "   Sheet name : 'Milk_SUM'\n",
      "Size of Sheet : (rows=115, cols=4)\n",
      "----------------------------------------\n",
      "   Sheet name : 'Mushroom_BNA'\n",
      "Size of Sheet : (rows=24, cols=10)\n",
      "----------------------------------------\n",
      "   Sheet name : 'Mushroom_SUM'\n",
      "Size of Sheet : (rows=403, cols=8)\n",
      "----------------------------------------\n",
      "   Sheet name : 'Okra_BNA'\n",
      "Size of Sheet : (rows=38, cols=10)\n",
      "----------------------------------------\n",
      "   Sheet name : 'Okra_SUM'\n",
      "Size of Sheet : (rows=439, cols=19)\n",
      "----------------------------------------\n",
      "   Sheet name : 'Pears_BNA'\n",
      "Size of Sheet : (rows=101, cols=10)\n",
      "----------------------------------------\n",
      "   Sheet name : 'Pears_SUM'\n",
      "Size of Sheet : (rows=475, cols=23)\n",
      "----------------------------------------\n",
      "   Sheet name : 'Peppers_BNA'\n",
      "Size of Sheet : (rows=55, cols=10)\n",
      "----------------------------------------\n",
      "   Sheet name : 'Peppers_SUM'\n",
      "Size of Sheet : (rows=439, cols=17)\n",
      "----------------------------------------\n",
      "   Sheet name : 'Pineapple_BNA'\n",
      "Size of Sheet : (rows=43, cols=10)\n",
      "----------------------------------------\n",
      "   Sheet name : 'Pineapple_SUM'\n",
      "Size of Sheet : (rows=424, cols=10)\n",
      "----------------------------------------\n",
      "   Sheet name : 'Potato_BNA'\n",
      "Size of Sheet : (rows=40, cols=10)\n",
      "----------------------------------------\n",
      "   Sheet name : 'Potato_SUM'\n",
      "Size of Sheet : (rows=420, cols=9)\n"
     ]
    }
   ],
   "source": [
    "# wks = pd.read_excel('http://data.defra.gov.uk/PRIF/Q1_2018_quarterly_data.ods', engine='odf')\n",
    "\n",
    "doc = ezodf.opendoc('Q1_2018_quarterly_data.ods')\n",
    "\n",
    "print(\"Spreadsheet contains %d sheet(s).\" % len(doc.sheets))\n",
    "for sheet in doc.sheets:\n",
    "    print(\"-\"*40)\n",
    "    print(\"   Sheet name : '%s'\" % sheet.name)\n",
    "    print(\"Size of Sheet : (rows=%d, cols=%d)\" % (sheet.nrows(), sheet.ncols()) )\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'Aubergine_BNA'"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# convert the first sheet to a pandas.DataFrame\n",
    "sheet = doc.sheets[3]\n",
    "product = sheet.name\n",
    "df_dict = {}\n",
    "for i, row in enumerate(sheet.rows()):\n",
    "#     row is a list of cells\n",
    "# #     assume the header is on the first row\n",
    "    if i == 1:\n",
    "        # columns as lists in a dictionary\n",
    "#         print(cell.value)\n",
    "#         df_dict.update({cell.value:[]})\n",
    "        df_dict = {cell.value:[] for cell in row}\n",
    "# df_dict\n",
    "product"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "#         # create index for the column headers\n",
    "for i,row in enumerate(sheet.rows()):\n",
    "    if i == 0:\n",
    "        continue\n",
    "    elif i == 1:\n",
    "        col_index = [cell.value for cell in row]\n",
    "#         print([cell.value for cell in row])\n",
    "        continue\n",
    "    for j,cell in enumerate(row):\n",
    "#         print (j,cell.value)\n",
    "        df_dict[col_index[j]].append(cell.value)\n",
    "# # # and convert to a DataFrame\n",
    "# df_dict\n",
    "# df = pd.DataFrame(df_dict)\n",
    "df = pd.DataFrame(df_dict)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'/home/james/Programming/govt_pest_data_scraper'"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pwd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Sample ID</th>\n",
       "      <th>Date of Sampling</th>\n",
       "      <th>Description</th>\n",
       "      <th>Country of Origin</th>\n",
       "      <th>Retail Outlet</th>\n",
       "      <th>Address</th>\n",
       "      <th>Brand Name</th>\n",
       "      <th>Packer / Manufacturer</th>\n",
       "      <th>Pesticide residues found in mg/kg (MRL)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0587/2018</td>\n",
       "      <td>2018-02-06T00:00:00</td>\n",
       "      <td>Black Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>A Gomez Ltd</td>\n",
       "      <td>Coldharbour Lane Bridge, Canterbury, Kent CT4 5HL</td>\n",
       "      <td></td>\n",
       "      <td>Agricola Vasan SL Las Norias De Daza, Almeria,...</td>\n",
       "      <td>Spirotetramat (partial sum) 0.03 (MRL = 2)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0079/2018</td>\n",
       "      <td>2018-03-06T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>A1 Veg Ltd</td>\n",
       "      <td>P20-P22 Produce Hall, Western International Ma...</td>\n",
       "      <td></td>\n",
       "      <td>Hnos Daza Palmeno S L Paraje Los Alei Billos, ...</td>\n",
       "      <td>None were detected above the set RL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0126/2018</td>\n",
       "      <td>2018-02-06T00:00:00</td>\n",
       "      <td>Baby Aubergine</td>\n",
       "      <td>Dominican Republic</td>\n",
       "      <td>Akbar General Importers Ltd</td>\n",
       "      <td>Stand 71, New Spitalfield Market, Leyton E10 5SQ</td>\n",
       "      <td></td>\n",
       "      <td>Exportadora Yuan Sheng Ho Calle Las Cabuyas KM...</td>\n",
       "      <td>None were detected above the set RL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2764/2018</td>\n",
       "      <td>2018-02-05T00:00:00</td>\n",
       "      <td>Thelma Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Aldi</td>\n",
       "      <td>Plas Coch Retail Park, Wrexham LL11 2BA</td>\n",
       "      <td>Nature's Pick Aldi</td>\n",
       "      <td>Aldi Stores Ltd PO Box 26, Atherstone, Warwick...</td>\n",
       "      <td>None were detected above the set RL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4853/2018</td>\n",
       "      <td>2018-01-22T00:00:00</td>\n",
       "      <td>Thelma Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Aldi</td>\n",
       "      <td>255 Yarm Road, Darlington DL1 1BA</td>\n",
       "      <td>Nature's Pick Aldi</td>\n",
       "      <td>Aldi Stores Ltd PO Box 26, Atherstone, Warwick...</td>\n",
       "      <td>None were detected above the set RL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>2953/2018</td>\n",
       "      <td>2018-02-05T00:00:00</td>\n",
       "      <td>Aubergines</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Asda</td>\n",
       "      <td>Millington Road, Hayes UB3 4AZ</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>None were detected above the set RL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>4081/2018</td>\n",
       "      <td>2018-03-18T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Asda</td>\n",
       "      <td>80 Milngavie Road, Bearsden, Glasgow G61 2TX</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>None were detected above the set RL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>4752/2018</td>\n",
       "      <td>2018-01-22T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Asda</td>\n",
       "      <td>Wolstanton Retail Park, Newcastle Under Lyme S...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>fluopyram 0.01 (MRL = 0.9)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>4922/2018</td>\n",
       "      <td>2018-01-29T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Asda</td>\n",
       "      <td>80 Milngavie Road, Bearsden, Glasgow G61 2TX</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>fenpyrazamine 0.02 (MRL = 3)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>0041/2018</td>\n",
       "      <td>2018-01-23T00:00:00</td>\n",
       "      <td>Globe Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>B Cookson Ltd</td>\n",
       "      <td>Caxton Road, Fulwood, Preston PR2 9ZB</td>\n",
       "      <td></td>\n",
       "      <td>Satagroiris GGN8436000250008, RIA 04/40629 R.G...</td>\n",
       "      <td>fluopyram 0.05 (MRL = 0.9)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>4044/2018</td>\n",
       "      <td>2018-03-05T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Brothers Cash and Carry</td>\n",
       "      <td>31 St Helens Road, Swansea SA1 4AP</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>acetamiprid 0.03 (MRL = 0.2)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>cyprodinil 0.04 (MRL = 1.5)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>fludioxonil 0.02 (MRL = 0.4)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>fenpyrazamine 0.07 (MRL = 3)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>0693/2018</td>\n",
       "      <td>2018-02-20T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Dennis Butler Ltd</td>\n",
       "      <td>Unit 9, Priory Market, Henay Bootway, Priory P...</td>\n",
       "      <td></td>\n",
       "      <td>Marineto Agricola SL C/coma De La Mezquita 94,...</td>\n",
       "      <td>thiacloprid 0.02 (MRL = 0.7)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>0613/2018</td>\n",
       "      <td>2018-03-06T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>IDS Transport (UK) Limited</td>\n",
       "      <td>Unit 32, Two Shires Park, Weston Road, Honeybo...</td>\n",
       "      <td></td>\n",
       "      <td>Cooperative San Isidro Labrador SCA Ctra, Pamp...</td>\n",
       "      <td>acetamiprid 0.04 (MRL = 0.2)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>chlorothalonil 0.03 (MRL = 6)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>cyprodinil 0.1 (MRL = 1.5)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>fludioxonil 0.03 (MRL = 0.4)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>1718/2018</td>\n",
       "      <td>2018-03-05T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Marks &amp; Spencer</td>\n",
       "      <td>Wolstanton Retail Park, Newcastle Under Lyme S...</td>\n",
       "      <td>M&amp;S</td>\n",
       "      <td>Marks &amp; Spencer PLC PO Box 3339, Chester CH99 9QS</td>\n",
       "      <td>pyrimethanil 0.09 (MRL = 1)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>0073/2018</td>\n",
       "      <td>2018-01-23T00:00:00</td>\n",
       "      <td>Small Aubergine</td>\n",
       "      <td>Morocco</td>\n",
       "      <td>Maroc Veg Ltd</td>\n",
       "      <td>P60 Produce Hall, Western International Market...</td>\n",
       "      <td></td>\n",
       "      <td>Immoveg S.A.R.L Sidi El Aldi-Settat, Morocco</td>\n",
       "      <td>dithiocarbamates 0.07 (MRL = 3)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>2751/2018</td>\n",
       "      <td>2018-01-29T00:00:00</td>\n",
       "      <td>Purple Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Morrisons</td>\n",
       "      <td>65 Chester Road, Ellesmere Port CH65 6RU</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>Spirotetramat (partial sum) 0.02 (MRL = 2)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>2798/2018</td>\n",
       "      <td>2018-01-29T00:00:00</td>\n",
       "      <td>Purple Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Morrisons</td>\n",
       "      <td>St Saviours Road, Maidstone ME15 9FL</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>acetamiprid 0.04 (MRL = 0.2)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>chlorothalonil 0.03 (MRL = 6)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>0016/2018</td>\n",
       "      <td>2018-03-06T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Peter Gilding &amp; Co Ltd</td>\n",
       "      <td>Caddick Road, Knowsley Business Park, Knowlsle...</td>\n",
       "      <td></td>\n",
       "      <td>Unica Fresh S.L CIF 804845848 Avda Innovacion ...</td>\n",
       "      <td>acetamiprid 0.01 (MRL = 0.2)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>chlorothalonil 0.06 (MRL = 6)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>cyprodinil 0.07 (MRL = 1.5)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>cypermethrin (sum) 0.02 (MRL = 0.5)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>dithiocarbamates 0.09 (MRL = 3)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>fludioxonil 0.02 (MRL = 0.4)</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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>4763/2018</td>\n",
       "      <td>2018-01-22T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Sainsbury's</td>\n",
       "      <td>St Philips Causeway, Bristol BS4 3BD</td>\n",
       "      <td>Sainsbury's</td>\n",
       "      <td>Sainsbury's Supermarkets Ltd 33 Holborn, Londo...</td>\n",
       "      <td>acetamiprid 0.1 (MRL = 0.2)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>fenpyroximate 0.01 (MRL = 0.2)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>fluopyram 0.01 (MRL = 0.9)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>pyriproxifen 0.03 (MRL = 1)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>4803/2018</td>\n",
       "      <td>2018-01-22T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Sainsbury's</td>\n",
       "      <td>Tritton Road, Lincoln LH6 7QN</td>\n",
       "      <td>Sainsbury's</td>\n",
       "      <td>Sainsbury's Supermarkets Ltd 33 Holborn, Londo...</td>\n",
       "      <td>fenpyrazamine 0.02 (MRL = 3)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>0614/2018</td>\n",
       "      <td>2018-01-23T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Spiers &amp; Hartwell</td>\n",
       "      <td>Birmingham Road, Blackminster, Evesham WR11 7TD</td>\n",
       "      <td></td>\n",
       "      <td>Morto Fruiticola Costa de Almeria S.L. PZA. Nu...</td>\n",
       "      <td>diethofencarb 0.03 (MRL = 0.7)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>deltamethrin 0.02 (MRL = 0.4)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>fenpyrazamine 0.02 (MRL = 3)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>lambda-cyhalothrin 0.02 (MRL = 0.5)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>MCPA (sum) 0.02 (MRL = 0.05*)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>pyrimethanil 0.4 (MRL = 1)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>thiamethoxam 0.07 (MRL = 0.2)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>2817/2018</td>\n",
       "      <td>2018-02-05T00:00:00</td>\n",
       "      <td>Black Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>St Peters Drive, Worcester WR5 3SW</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Tesco Stores Ltd Tesco House, Shire park, Kest...</td>\n",
       "      <td>None were detected above the set RL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>2957/2018</td>\n",
       "      <td>2018-02-05T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Hayes Bulls Bridge, Southall UB2 5LN</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Tesco Stores Ltd Tesco House, Shire park, Kest...</td>\n",
       "      <td>None were detected above the set RL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>2904/2018</td>\n",
       "      <td>2018-02-05T00:00:00</td>\n",
       "      <td>Medium Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Ashgate Road, Hucknall, Nottingham NG15 7UQ</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Tesco Stores Ltd Tesco House, Shire park, Kest...</td>\n",
       "      <td>acetamiprid 0.01 (MRL = 0.2)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>cyprodinil 0.02 (MRL = 1.5)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>1634/2018</td>\n",
       "      <td>2018-02-19T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Tesco Extra</td>\n",
       "      <td>Woodfield Way, Doncaster DN4 8SN</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Tesco Stores Ltd Tesco House, Shire park, Kest...</td>\n",
       "      <td>None were detected above the set RL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>2919/2018</td>\n",
       "      <td>2018-02-05T00:00:00</td>\n",
       "      <td>Aubergines</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Tesco Extra</td>\n",
       "      <td>Newcastle Road, Sunderland SR6 0DA</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Tesco Stores Ltd Tesco House, Shire park, Kest...</td>\n",
       "      <td>None were detected above the set RL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>4101/2018</td>\n",
       "      <td>2018-03-19T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Tesco Extra</td>\n",
       "      <td>24 Downshire Road, Newry BT34 1EE</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Tesco Stores Ltd Tesco House, Shire park, Kest...</td>\n",
       "      <td>cyprodinil 0.03 (MRL = 1.5)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>4121/2018</td>\n",
       "      <td>2018-03-19T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Tesco Extra</td>\n",
       "      <td>5 St Stephen’s Shopping Centre, Park Street, H...</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Tesco Stores Ltd Tesco House, Shire park, Kest...</td>\n",
       "      <td>cyprodinil 0.02 (MRL = 1.5)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Spirotetramat (partial sum) 0.02 (MRL = 2)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>4935/2018</td>\n",
       "      <td>2018-01-29T00:00:00</td>\n",
       "      <td>Aubergines</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Tesco Extra</td>\n",
       "      <td>24 Downshire Road, Carneyhough, Newry BT34 1EE</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Tesco Stores Ltd Tesco House, Shire park, Kest...</td>\n",
       "      <td>acetamiprid 0.01 (MRL = 0.2)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>0725/2018</td>\n",
       "      <td>2018-01-23T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Thomas Baty ( Newcastle upon tyne) Ltd</td>\n",
       "      <td>4-8 North East Wholesale Fruit &amp; Veg Market, E...</td>\n",
       "      <td></td>\n",
       "      <td>Marineto Agricola SL Ciloma De La Melquita 94 ...</td>\n",
       "      <td>acetamiprid 0.2 (MRL = 0.2)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>chlorpyrifos-methyl 0.02 (MRL = 0.5)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>cyprodinil 0.03 (MRL = 1.5)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>fluopyram 0.04 (MRL = 0.9)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>fenpyrazamine 0.04 (MRL = 3)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>0289/2018</td>\n",
       "      <td>2018-02-05T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Total Produce Limited</td>\n",
       "      <td>Unit 1, The Food Hub, Electric Avenue, Liverpo...</td>\n",
       "      <td></td>\n",
       "      <td>Vicasol Soad Coop Andaluza, OPFH No 77, Vicaso...</td>\n",
       "      <td>None were detected above the set RL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>0673/2018</td>\n",
       "      <td>2018-03-06T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Total Produce Limited</td>\n",
       "      <td>Wholesale Fruit Market, Freemens Common, Ayles...</td>\n",
       "      <td></td>\n",
       "      <td>Acrena Sat 251 El Ejido, Rambla Bernal No 6, A...</td>\n",
       "      <td>None were detected above the set RL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>67 rows × 9 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "    Sample ID     Date of Sampling        Description   Country of Origin  \\\n",
       "0   0587/2018  2018-02-06T00:00:00    Black Aubergine               Spain   \n",
       "1   0079/2018  2018-03-06T00:00:00          Aubergine               Spain   \n",
       "2   0126/2018  2018-02-06T00:00:00     Baby Aubergine  Dominican Republic   \n",
       "3   2764/2018  2018-02-05T00:00:00   Thelma Aubergine               Spain   \n",
       "4   4853/2018  2018-01-22T00:00:00   Thelma Aubergine               Spain   \n",
       "5   2953/2018  2018-02-05T00:00:00         Aubergines               Spain   \n",
       "6   4081/2018  2018-03-18T00:00:00          Aubergine               Spain   \n",
       "7   4752/2018  2018-01-22T00:00:00         Aubergine                Spain   \n",
       "8   4922/2018  2018-01-29T00:00:00          Aubergine               Spain   \n",
       "9   0041/2018  2018-01-23T00:00:00    Globe Aubergine               Spain   \n",
       "10  4044/2018  2018-03-05T00:00:00          Aubergine               Spain   \n",
       "11       None                 None               None                None   \n",
       "12       None                 None               None                None   \n",
       "13       None                 None               None                None   \n",
       "14  0693/2018  2018-02-20T00:00:00          Aubergine               Spain   \n",
       "15  0613/2018  2018-03-06T00:00:00          Aubergine               Spain   \n",
       "16       None                 None               None                None   \n",
       "17       None                 None               None                None   \n",
       "18       None                 None               None                None   \n",
       "19  1718/2018  2018-03-05T00:00:00          Aubergine               Spain   \n",
       "20  0073/2018  2018-01-23T00:00:00    Small Aubergine             Morocco   \n",
       "21  2751/2018  2018-01-29T00:00:00   Purple Aubergine               Spain   \n",
       "22  2798/2018  2018-01-29T00:00:00   Purple Aubergine               Spain   \n",
       "23       None                 None               None                None   \n",
       "24  0016/2018  2018-03-06T00:00:00          Aubergine               Spain   \n",
       "25       None                 None               None                None   \n",
       "26       None                 None               None                None   \n",
       "27       None                 None               None                None   \n",
       "28       None                 None               None                None   \n",
       "29       None                 None               None                None   \n",
       "..        ...                  ...                ...                 ...   \n",
       "37  4763/2018  2018-01-22T00:00:00          Aubergine               Spain   \n",
       "38       None                 None               None                None   \n",
       "39       None                 None               None                None   \n",
       "40       None                 None               None                None   \n",
       "41  4803/2018  2018-01-22T00:00:00          Aubergine               Spain   \n",
       "42  0614/2018  2018-01-23T00:00:00          Aubergine               Spain   \n",
       "43       None                 None               None                None   \n",
       "44       None                 None               None                None   \n",
       "45       None                 None               None                None   \n",
       "46       None                 None               None                None   \n",
       "47       None                 None               None                None   \n",
       "48       None                 None               None                None   \n",
       "49  2817/2018  2018-02-05T00:00:00    Black Aubergine               Spain   \n",
       "50  2957/2018  2018-02-05T00:00:00          Aubergine               Spain   \n",
       "51  2904/2018  2018-02-05T00:00:00  Medium Aubergine                Spain   \n",
       "52       None                 None               None                None   \n",
       "53  1634/2018  2018-02-19T00:00:00          Aubergine               Spain   \n",
       "54  2919/2018  2018-02-05T00:00:00         Aubergines               Spain   \n",
       "55  4101/2018  2018-03-19T00:00:00          Aubergine               Spain   \n",
       "56  4121/2018  2018-03-19T00:00:00          Aubergine               Spain   \n",
       "57       None                 None               None                None   \n",
       "58  4935/2018  2018-01-29T00:00:00         Aubergines               Spain   \n",
       "59  0725/2018  2018-01-23T00:00:00          Aubergine               Spain   \n",
       "60       None                 None               None                None   \n",
       "61       None                 None               None                None   \n",
       "62       None                 None               None                None   \n",
       "63       None                 None               None                None   \n",
       "64  0289/2018  2018-02-05T00:00:00          Aubergine               Spain   \n",
       "65  0673/2018  2018-03-06T00:00:00          Aubergine               Spain   \n",
       "66       None                 None               None                None   \n",
       "\n",
       "                             Retail Outlet  \\\n",
       "0                              A Gomez Ltd   \n",
       "1                               A1 Veg Ltd   \n",
       "2              Akbar General Importers Ltd   \n",
       "3                                     Aldi   \n",
       "4                                     Aldi   \n",
       "5                                     Asda   \n",
       "6                                     Asda   \n",
       "7                                     Asda   \n",
       "8                                     Asda   \n",
       "9                            B Cookson Ltd   \n",
       "10                 Brothers Cash and Carry   \n",
       "11                                    None   \n",
       "12                                    None   \n",
       "13                                    None   \n",
       "14                       Dennis Butler Ltd   \n",
       "15              IDS Transport (UK) Limited   \n",
       "16                                    None   \n",
       "17                                    None   \n",
       "18                                    None   \n",
       "19                         Marks & Spencer   \n",
       "20                           Maroc Veg Ltd   \n",
       "21                               Morrisons   \n",
       "22                               Morrisons   \n",
       "23                                    None   \n",
       "24                  Peter Gilding & Co Ltd   \n",
       "25                                    None   \n",
       "26                                    None   \n",
       "27                                    None   \n",
       "28                                    None   \n",
       "29                                    None   \n",
       "..                                     ...   \n",
       "37                             Sainsbury's   \n",
       "38                                    None   \n",
       "39                                    None   \n",
       "40                                    None   \n",
       "41                             Sainsbury's   \n",
       "42                       Spiers & Hartwell   \n",
       "43                                    None   \n",
       "44                                    None   \n",
       "45                                    None   \n",
       "46                                    None   \n",
       "47                                    None   \n",
       "48                                    None   \n",
       "49                                   Tesco   \n",
       "50                                   Tesco   \n",
       "51                                 Tesco     \n",
       "52                                    None   \n",
       "53                             Tesco Extra   \n",
       "54                             Tesco Extra   \n",
       "55                             Tesco Extra   \n",
       "56                             Tesco Extra   \n",
       "57                                    None   \n",
       "58                             Tesco Extra   \n",
       "59  Thomas Baty ( Newcastle upon tyne) Ltd   \n",
       "60                                    None   \n",
       "61                                    None   \n",
       "62                                    None   \n",
       "63                                    None   \n",
       "64                   Total Produce Limited   \n",
       "65                   Total Produce Limited   \n",
       "66                                    None   \n",
       "\n",
       "                                              Address           Brand Name  \\\n",
       "0   Coldharbour Lane Bridge, Canterbury, Kent CT4 5HL                        \n",
       "1   P20-P22 Produce Hall, Western International Ma...                        \n",
       "2    Stand 71, New Spitalfield Market, Leyton E10 5SQ                        \n",
       "3             Plas Coch Retail Park, Wrexham LL11 2BA  Nature's Pick Aldi    \n",
       "4                   255 Yarm Road, Darlington DL1 1BA  Nature's Pick Aldi    \n",
       "5                      Millington Road, Hayes UB3 4AZ                        \n",
       "6        80 Milngavie Road, Bearsden, Glasgow G61 2TX                        \n",
       "7   Wolstanton Retail Park, Newcastle Under Lyme S...                        \n",
       "8        80 Milngavie Road, Bearsden, Glasgow G61 2TX                        \n",
       "9               Caxton Road, Fulwood, Preston PR2 9ZB                        \n",
       "10                 31 St Helens Road, Swansea SA1 4AP                        \n",
       "11                                               None                 None   \n",
       "12                                               None                 None   \n",
       "13                                               None                 None   \n",
       "14  Unit 9, Priory Market, Henay Bootway, Priory P...                        \n",
       "15  Unit 32, Two Shires Park, Weston Road, Honeybo...                        \n",
       "16                                               None                 None   \n",
       "17                                               None                 None   \n",
       "18                                               None                 None   \n",
       "19  Wolstanton Retail Park, Newcastle Under Lyme S...                 M&S    \n",
       "20  P60 Produce Hall, Western International Market...                        \n",
       "21           65 Chester Road, Ellesmere Port CH65 6RU                        \n",
       "22               St Saviours Road, Maidstone ME15 9FL                        \n",
       "23                                               None                 None   \n",
       "24  Caddick Road, Knowsley Business Park, Knowlsle...                        \n",
       "25                                               None                 None   \n",
       "26                                               None                 None   \n",
       "27                                               None                 None   \n",
       "28                                               None                 None   \n",
       "29                                               None                 None   \n",
       "..                                                ...                  ...   \n",
       "37               St Philips Causeway, Bristol BS4 3BD        Sainsbury's     \n",
       "38                                               None                 None   \n",
       "39                                               None                 None   \n",
       "40                                               None                 None   \n",
       "41                      Tritton Road, Lincoln LH6 7QN        Sainsbury's     \n",
       "42    Birmingham Road, Blackminster, Evesham WR11 7TD                        \n",
       "43                                               None                 None   \n",
       "44                                               None                 None   \n",
       "45                                               None                 None   \n",
       "46                                               None                 None   \n",
       "47                                               None                 None   \n",
       "48                                               None                 None   \n",
       "49                 St Peters Drive, Worcester WR5 3SW               Tesco    \n",
       "50               Hayes Bulls Bridge, Southall UB2 5LN               Tesco    \n",
       "51        Ashgate Road, Hucknall, Nottingham NG15 7UQ               Tesco    \n",
       "52                                               None                 None   \n",
       "53                   Woodfield Way, Doncaster DN4 8SN               Tesco    \n",
       "54                 Newcastle Road, Sunderland SR6 0DA               Tesco    \n",
       "55                  24 Downshire Road, Newry BT34 1EE               Tesco    \n",
       "56  5 St Stephen’s Shopping Centre, Park Street, H...               Tesco    \n",
       "57                                               None                 None   \n",
       "58     24 Downshire Road, Carneyhough, Newry BT34 1EE               Tesco    \n",
       "59  4-8 North East Wholesale Fruit & Veg Market, E...                        \n",
       "60                                               None                 None   \n",
       "61                                               None                 None   \n",
       "62                                               None                 None   \n",
       "63                                               None                 None   \n",
       "64  Unit 1, The Food Hub, Electric Avenue, Liverpo...                        \n",
       "65  Wholesale Fruit Market, Freemens Common, Ayles...                        \n",
       "66                                               None                 None   \n",
       "\n",
       "                                Packer / Manufacturer  \\\n",
       "0   Agricola Vasan SL Las Norias De Daza, Almeria,...   \n",
       "1   Hnos Daza Palmeno S L Paraje Los Alei Billos, ...   \n",
       "2   Exportadora Yuan Sheng Ho Calle Las Cabuyas KM...   \n",
       "3   Aldi Stores Ltd PO Box 26, Atherstone, Warwick...   \n",
       "4   Aldi Stores Ltd PO Box 26, Atherstone, Warwick...   \n",
       "5                                                       \n",
       "6                                                       \n",
       "7                                                       \n",
       "8                                                       \n",
       "9   Satagroiris GGN8436000250008, RIA 04/40629 R.G...   \n",
       "10                                                      \n",
       "11                                               None   \n",
       "12                                               None   \n",
       "13                                               None   \n",
       "14  Marineto Agricola SL C/coma De La Mezquita 94,...   \n",
       "15  Cooperative San Isidro Labrador SCA Ctra, Pamp...   \n",
       "16                                               None   \n",
       "17                                               None   \n",
       "18                                               None   \n",
       "19  Marks & Spencer PLC PO Box 3339, Chester CH99 9QS   \n",
       "20      Immoveg S.A.R.L Sidi El Aldi-Settat, Morocco    \n",
       "21                                                      \n",
       "22                                                      \n",
       "23                                               None   \n",
       "24  Unica Fresh S.L CIF 804845848 Avda Innovacion ...   \n",
       "25                                               None   \n",
       "26                                               None   \n",
       "27                                               None   \n",
       "28                                               None   \n",
       "29                                               None   \n",
       "..                                                ...   \n",
       "37  Sainsbury's Supermarkets Ltd 33 Holborn, Londo...   \n",
       "38                                               None   \n",
       "39                                               None   \n",
       "40                                               None   \n",
       "41  Sainsbury's Supermarkets Ltd 33 Holborn, Londo...   \n",
       "42  Morto Fruiticola Costa de Almeria S.L. PZA. Nu...   \n",
       "43                                               None   \n",
       "44                                               None   \n",
       "45                                               None   \n",
       "46                                               None   \n",
       "47                                               None   \n",
       "48                                               None   \n",
       "49  Tesco Stores Ltd Tesco House, Shire park, Kest...   \n",
       "50  Tesco Stores Ltd Tesco House, Shire park, Kest...   \n",
       "51  Tesco Stores Ltd Tesco House, Shire park, Kest...   \n",
       "52                                               None   \n",
       "53  Tesco Stores Ltd Tesco House, Shire park, Kest...   \n",
       "54  Tesco Stores Ltd Tesco House, Shire park, Kest...   \n",
       "55  Tesco Stores Ltd Tesco House, Shire park, Kest...   \n",
       "56  Tesco Stores Ltd Tesco House, Shire park, Kest...   \n",
       "57                                               None   \n",
       "58  Tesco Stores Ltd Tesco House, Shire park, Kest...   \n",
       "59  Marineto Agricola SL Ciloma De La Melquita 94 ...   \n",
       "60                                               None   \n",
       "61                                               None   \n",
       "62                                               None   \n",
       "63                                               None   \n",
       "64  Vicasol Soad Coop Andaluza, OPFH No 77, Vicaso...   \n",
       "65  Acrena Sat 251 El Ejido, Rambla Bernal No 6, A...   \n",
       "66                                               None   \n",
       "\n",
       "       Pesticide residues found in mg/kg (MRL)  \n",
       "0   Spirotetramat (partial sum) 0.03 (MRL = 2)  \n",
       "1          None were detected above the set RL  \n",
       "2          None were detected above the set RL  \n",
       "3          None were detected above the set RL  \n",
       "4          None were detected above the set RL  \n",
       "5          None were detected above the set RL  \n",
       "6          None were detected above the set RL  \n",
       "7                   fluopyram 0.01 (MRL = 0.9)  \n",
       "8                 fenpyrazamine 0.02 (MRL = 3)  \n",
       "9                   fluopyram 0.05 (MRL = 0.9)  \n",
       "10                acetamiprid 0.03 (MRL = 0.2)  \n",
       "11                 cyprodinil 0.04 (MRL = 1.5)  \n",
       "12                fludioxonil 0.02 (MRL = 0.4)  \n",
       "13                fenpyrazamine 0.07 (MRL = 3)  \n",
       "14                thiacloprid 0.02 (MRL = 0.7)  \n",
       "15                acetamiprid 0.04 (MRL = 0.2)  \n",
       "16               chlorothalonil 0.03 (MRL = 6)  \n",
       "17                  cyprodinil 0.1 (MRL = 1.5)  \n",
       "18                fludioxonil 0.03 (MRL = 0.4)  \n",
       "19                 pyrimethanil 0.09 (MRL = 1)  \n",
       "20             dithiocarbamates 0.07 (MRL = 3)  \n",
       "21  Spirotetramat (partial sum) 0.02 (MRL = 2)  \n",
       "22                acetamiprid 0.04 (MRL = 0.2)  \n",
       "23               chlorothalonil 0.03 (MRL = 6)  \n",
       "24                acetamiprid 0.01 (MRL = 0.2)  \n",
       "25               chlorothalonil 0.06 (MRL = 6)  \n",
       "26                 cyprodinil 0.07 (MRL = 1.5)  \n",
       "27         cypermethrin (sum) 0.02 (MRL = 0.5)  \n",
       "28             dithiocarbamates 0.09 (MRL = 3)  \n",
       "29                fludioxonil 0.02 (MRL = 0.4)  \n",
       "..                                         ...  \n",
       "37                 acetamiprid 0.1 (MRL = 0.2)  \n",
       "38              fenpyroximate 0.01 (MRL = 0.2)  \n",
       "39                  fluopyram 0.01 (MRL = 0.9)  \n",
       "40                 pyriproxifen 0.03 (MRL = 1)  \n",
       "41                fenpyrazamine 0.02 (MRL = 3)  \n",
       "42              diethofencarb 0.03 (MRL = 0.7)  \n",
       "43               deltamethrin 0.02 (MRL = 0.4)  \n",
       "44                fenpyrazamine 0.02 (MRL = 3)  \n",
       "45         lambda-cyhalothrin 0.02 (MRL = 0.5)  \n",
       "46               MCPA (sum) 0.02 (MRL = 0.05*)  \n",
       "47                  pyrimethanil 0.4 (MRL = 1)  \n",
       "48               thiamethoxam 0.07 (MRL = 0.2)  \n",
       "49         None were detected above the set RL  \n",
       "50         None were detected above the set RL  \n",
       "51                acetamiprid 0.01 (MRL = 0.2)  \n",
       "52                 cyprodinil 0.02 (MRL = 1.5)  \n",
       "53         None were detected above the set RL  \n",
       "54         None were detected above the set RL  \n",
       "55                 cyprodinil 0.03 (MRL = 1.5)  \n",
       "56                 cyprodinil 0.02 (MRL = 1.5)  \n",
       "57  Spirotetramat (partial sum) 0.02 (MRL = 2)  \n",
       "58                acetamiprid 0.01 (MRL = 0.2)  \n",
       "59                 acetamiprid 0.2 (MRL = 0.2)  \n",
       "60        chlorpyrifos-methyl 0.02 (MRL = 0.5)  \n",
       "61                 cyprodinil 0.03 (MRL = 1.5)  \n",
       "62                  fluopyram 0.04 (MRL = 0.9)  \n",
       "63                fenpyrazamine 0.04 (MRL = 3)  \n",
       "64         None were detected above the set RL  \n",
       "65         None were detected above the set RL  \n",
       "66                                        None  \n",
       "\n",
       "[67 rows x 9 columns]"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "del df[None]\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Sample ID</th>\n",
       "      <th>Date of Sampling</th>\n",
       "      <th>Description</th>\n",
       "      <th>Country of Origin</th>\n",
       "      <th>Retail Outlet</th>\n",
       "      <th>Address</th>\n",
       "      <th>Brand Name</th>\n",
       "      <th>Packer / Manufacturer</th>\n",
       "      <th>Pesticide residues found in mg/kg (MRL)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0587/2018</td>\n",
       "      <td>2018-02-06T00:00:00</td>\n",
       "      <td>Black Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>A Gomez Ltd</td>\n",
       "      <td>Coldharbour Lane Bridge, Canterbury, Kent CT4 5HL</td>\n",
       "      <td></td>\n",
       "      <td>Agricola Vasan SL Las Norias De Daza, Almeria,...</td>\n",
       "      <td>Spirotetramat (partial sum) 0.03 (MRL = 2)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0079/2018</td>\n",
       "      <td>2018-03-06T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>A1 Veg Ltd</td>\n",
       "      <td>P20-P22 Produce Hall, Western International Ma...</td>\n",
       "      <td></td>\n",
       "      <td>Hnos Daza Palmeno S L Paraje Los Alei Billos, ...</td>\n",
       "      <td>None were detected above the set RL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0126/2018</td>\n",
       "      <td>2018-02-06T00:00:00</td>\n",
       "      <td>Baby Aubergine</td>\n",
       "      <td>Dominican Republic</td>\n",
       "      <td>Akbar General Importers Ltd</td>\n",
       "      <td>Stand 71, New Spitalfield Market, Leyton E10 5SQ</td>\n",
       "      <td></td>\n",
       "      <td>Exportadora Yuan Sheng Ho Calle Las Cabuyas KM...</td>\n",
       "      <td>None were detected above the set RL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2764/2018</td>\n",
       "      <td>2018-02-05T00:00:00</td>\n",
       "      <td>Thelma Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Aldi</td>\n",
       "      <td>Plas Coch Retail Park, Wrexham LL11 2BA</td>\n",
       "      <td>Nature's Pick Aldi</td>\n",
       "      <td>Aldi Stores Ltd PO Box 26, Atherstone, Warwick...</td>\n",
       "      <td>None were detected above the set RL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4853/2018</td>\n",
       "      <td>2018-01-22T00:00:00</td>\n",
       "      <td>Thelma Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Aldi</td>\n",
       "      <td>255 Yarm Road, Darlington DL1 1BA</td>\n",
       "      <td>Nature's Pick Aldi</td>\n",
       "      <td>Aldi Stores Ltd PO Box 26, Atherstone, Warwick...</td>\n",
       "      <td>None were detected above the set RL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>2953/2018</td>\n",
       "      <td>2018-02-05T00:00:00</td>\n",
       "      <td>Aubergines</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Asda</td>\n",
       "      <td>Millington Road, Hayes UB3 4AZ</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>None were detected above the set RL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>4081/2018</td>\n",
       "      <td>2018-03-18T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Asda</td>\n",
       "      <td>80 Milngavie Road, Bearsden, Glasgow G61 2TX</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>None were detected above the set RL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>4752/2018</td>\n",
       "      <td>2018-01-22T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Asda</td>\n",
       "      <td>Wolstanton Retail Park, Newcastle Under Lyme S...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>fluopyram 0.01 (MRL = 0.9)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>4922/2018</td>\n",
       "      <td>2018-01-29T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Asda</td>\n",
       "      <td>80 Milngavie Road, Bearsden, Glasgow G61 2TX</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>fenpyrazamine 0.02 (MRL = 3)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>0041/2018</td>\n",
       "      <td>2018-01-23T00:00:00</td>\n",
       "      <td>Globe Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>B Cookson Ltd</td>\n",
       "      <td>Caxton Road, Fulwood, Preston PR2 9ZB</td>\n",
       "      <td></td>\n",
       "      <td>Satagroiris GGN8436000250008, RIA 04/40629 R.G...</td>\n",
       "      <td>fluopyram 0.05 (MRL = 0.9)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>4044/2018</td>\n",
       "      <td>2018-03-05T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Brothers Cash and Carry</td>\n",
       "      <td>31 St Helens Road, Swansea SA1 4AP</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>acetamiprid 0.03 (MRL = 0.2)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>4044/2018</td>\n",
       "      <td>2018-03-05T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Brothers Cash and Carry</td>\n",
       "      <td>31 St Helens Road, Swansea SA1 4AP</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>cyprodinil 0.04 (MRL = 1.5)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>4044/2018</td>\n",
       "      <td>2018-03-05T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Brothers Cash and Carry</td>\n",
       "      <td>31 St Helens Road, Swansea SA1 4AP</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>fludioxonil 0.02 (MRL = 0.4)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>4044/2018</td>\n",
       "      <td>2018-03-05T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Brothers Cash and Carry</td>\n",
       "      <td>31 St Helens Road, Swansea SA1 4AP</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>fenpyrazamine 0.07 (MRL = 3)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>0693/2018</td>\n",
       "      <td>2018-02-20T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Dennis Butler Ltd</td>\n",
       "      <td>Unit 9, Priory Market, Henay Bootway, Priory P...</td>\n",
       "      <td></td>\n",
       "      <td>Marineto Agricola SL C/coma De La Mezquita 94,...</td>\n",
       "      <td>thiacloprid 0.02 (MRL = 0.7)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>0613/2018</td>\n",
       "      <td>2018-03-06T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>IDS Transport (UK) Limited</td>\n",
       "      <td>Unit 32, Two Shires Park, Weston Road, Honeybo...</td>\n",
       "      <td></td>\n",
       "      <td>Cooperative San Isidro Labrador SCA Ctra, Pamp...</td>\n",
       "      <td>acetamiprid 0.04 (MRL = 0.2)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>0613/2018</td>\n",
       "      <td>2018-03-06T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>IDS Transport (UK) Limited</td>\n",
       "      <td>Unit 32, Two Shires Park, Weston Road, Honeybo...</td>\n",
       "      <td></td>\n",
       "      <td>Cooperative San Isidro Labrador SCA Ctra, Pamp...</td>\n",
       "      <td>chlorothalonil 0.03 (MRL = 6)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>0613/2018</td>\n",
       "      <td>2018-03-06T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>IDS Transport (UK) Limited</td>\n",
       "      <td>Unit 32, Two Shires Park, Weston Road, Honeybo...</td>\n",
       "      <td></td>\n",
       "      <td>Cooperative San Isidro Labrador SCA Ctra, Pamp...</td>\n",
       "      <td>cyprodinil 0.1 (MRL = 1.5)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>0613/2018</td>\n",
       "      <td>2018-03-06T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>IDS Transport (UK) Limited</td>\n",
       "      <td>Unit 32, Two Shires Park, Weston Road, Honeybo...</td>\n",
       "      <td></td>\n",
       "      <td>Cooperative San Isidro Labrador SCA Ctra, Pamp...</td>\n",
       "      <td>fludioxonil 0.03 (MRL = 0.4)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>1718/2018</td>\n",
       "      <td>2018-03-05T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Marks &amp; Spencer</td>\n",
       "      <td>Wolstanton Retail Park, Newcastle Under Lyme S...</td>\n",
       "      <td>M&amp;S</td>\n",
       "      <td>Marks &amp; Spencer PLC PO Box 3339, Chester CH99 9QS</td>\n",
       "      <td>pyrimethanil 0.09 (MRL = 1)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>0073/2018</td>\n",
       "      <td>2018-01-23T00:00:00</td>\n",
       "      <td>Small Aubergine</td>\n",
       "      <td>Morocco</td>\n",
       "      <td>Maroc Veg Ltd</td>\n",
       "      <td>P60 Produce Hall, Western International Market...</td>\n",
       "      <td></td>\n",
       "      <td>Immoveg S.A.R.L Sidi El Aldi-Settat, Morocco</td>\n",
       "      <td>dithiocarbamates 0.07 (MRL = 3)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>2751/2018</td>\n",
       "      <td>2018-01-29T00:00:00</td>\n",
       "      <td>Purple Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Morrisons</td>\n",
       "      <td>65 Chester Road, Ellesmere Port CH65 6RU</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>Spirotetramat (partial sum) 0.02 (MRL = 2)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>2798/2018</td>\n",
       "      <td>2018-01-29T00:00:00</td>\n",
       "      <td>Purple Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Morrisons</td>\n",
       "      <td>St Saviours Road, Maidstone ME15 9FL</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>acetamiprid 0.04 (MRL = 0.2)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>2798/2018</td>\n",
       "      <td>2018-01-29T00:00:00</td>\n",
       "      <td>Purple Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Morrisons</td>\n",
       "      <td>St Saviours Road, Maidstone ME15 9FL</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>chlorothalonil 0.03 (MRL = 6)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>0016/2018</td>\n",
       "      <td>2018-03-06T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Peter Gilding &amp; Co Ltd</td>\n",
       "      <td>Caddick Road, Knowsley Business Park, Knowlsle...</td>\n",
       "      <td></td>\n",
       "      <td>Unica Fresh S.L CIF 804845848 Avda Innovacion ...</td>\n",
       "      <td>acetamiprid 0.01 (MRL = 0.2)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>0016/2018</td>\n",
       "      <td>2018-03-06T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Peter Gilding &amp; Co Ltd</td>\n",
       "      <td>Caddick Road, Knowsley Business Park, Knowlsle...</td>\n",
       "      <td></td>\n",
       "      <td>Unica Fresh S.L CIF 804845848 Avda Innovacion ...</td>\n",
       "      <td>chlorothalonil 0.06 (MRL = 6)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>0016/2018</td>\n",
       "      <td>2018-03-06T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Peter Gilding &amp; Co Ltd</td>\n",
       "      <td>Caddick Road, Knowsley Business Park, Knowlsle...</td>\n",
       "      <td></td>\n",
       "      <td>Unica Fresh S.L CIF 804845848 Avda Innovacion ...</td>\n",
       "      <td>cyprodinil 0.07 (MRL = 1.5)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>0016/2018</td>\n",
       "      <td>2018-03-06T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Peter Gilding &amp; Co Ltd</td>\n",
       "      <td>Caddick Road, Knowsley Business Park, Knowlsle...</td>\n",
       "      <td></td>\n",
       "      <td>Unica Fresh S.L CIF 804845848 Avda Innovacion ...</td>\n",
       "      <td>cypermethrin (sum) 0.02 (MRL = 0.5)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>0016/2018</td>\n",
       "      <td>2018-03-06T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Peter Gilding &amp; Co Ltd</td>\n",
       "      <td>Caddick Road, Knowsley Business Park, Knowlsle...</td>\n",
       "      <td></td>\n",
       "      <td>Unica Fresh S.L CIF 804845848 Avda Innovacion ...</td>\n",
       "      <td>dithiocarbamates 0.09 (MRL = 3)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>0016/2018</td>\n",
       "      <td>2018-03-06T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Peter Gilding &amp; Co Ltd</td>\n",
       "      <td>Caddick Road, Knowsley Business Park, Knowlsle...</td>\n",
       "      <td></td>\n",
       "      <td>Unica Fresh S.L CIF 804845848 Avda Innovacion ...</td>\n",
       "      <td>fludioxonil 0.02 (MRL = 0.4)</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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>4763/2018</td>\n",
       "      <td>2018-01-22T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Sainsbury's</td>\n",
       "      <td>St Philips Causeway, Bristol BS4 3BD</td>\n",
       "      <td>Sainsbury's</td>\n",
       "      <td>Sainsbury's Supermarkets Ltd 33 Holborn, Londo...</td>\n",
       "      <td>acetamiprid 0.1 (MRL = 0.2)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>4763/2018</td>\n",
       "      <td>2018-01-22T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Sainsbury's</td>\n",
       "      <td>St Philips Causeway, Bristol BS4 3BD</td>\n",
       "      <td>Sainsbury's</td>\n",
       "      <td>Sainsbury's Supermarkets Ltd 33 Holborn, Londo...</td>\n",
       "      <td>fenpyroximate 0.01 (MRL = 0.2)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>4763/2018</td>\n",
       "      <td>2018-01-22T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Sainsbury's</td>\n",
       "      <td>St Philips Causeway, Bristol BS4 3BD</td>\n",
       "      <td>Sainsbury's</td>\n",
       "      <td>Sainsbury's Supermarkets Ltd 33 Holborn, Londo...</td>\n",
       "      <td>fluopyram 0.01 (MRL = 0.9)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>4763/2018</td>\n",
       "      <td>2018-01-22T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Sainsbury's</td>\n",
       "      <td>St Philips Causeway, Bristol BS4 3BD</td>\n",
       "      <td>Sainsbury's</td>\n",
       "      <td>Sainsbury's Supermarkets Ltd 33 Holborn, Londo...</td>\n",
       "      <td>pyriproxifen 0.03 (MRL = 1)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>4803/2018</td>\n",
       "      <td>2018-01-22T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Sainsbury's</td>\n",
       "      <td>Tritton Road, Lincoln LH6 7QN</td>\n",
       "      <td>Sainsbury's</td>\n",
       "      <td>Sainsbury's Supermarkets Ltd 33 Holborn, Londo...</td>\n",
       "      <td>fenpyrazamine 0.02 (MRL = 3)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>0614/2018</td>\n",
       "      <td>2018-01-23T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Spiers &amp; Hartwell</td>\n",
       "      <td>Birmingham Road, Blackminster, Evesham WR11 7TD</td>\n",
       "      <td></td>\n",
       "      <td>Morto Fruiticola Costa de Almeria S.L. PZA. Nu...</td>\n",
       "      <td>diethofencarb 0.03 (MRL = 0.7)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>0614/2018</td>\n",
       "      <td>2018-01-23T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Spiers &amp; Hartwell</td>\n",
       "      <td>Birmingham Road, Blackminster, Evesham WR11 7TD</td>\n",
       "      <td></td>\n",
       "      <td>Morto Fruiticola Costa de Almeria S.L. PZA. Nu...</td>\n",
       "      <td>deltamethrin 0.02 (MRL = 0.4)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>0614/2018</td>\n",
       "      <td>2018-01-23T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Spiers &amp; Hartwell</td>\n",
       "      <td>Birmingham Road, Blackminster, Evesham WR11 7TD</td>\n",
       "      <td></td>\n",
       "      <td>Morto Fruiticola Costa de Almeria S.L. PZA. Nu...</td>\n",
       "      <td>fenpyrazamine 0.02 (MRL = 3)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>0614/2018</td>\n",
       "      <td>2018-01-23T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Spiers &amp; Hartwell</td>\n",
       "      <td>Birmingham Road, Blackminster, Evesham WR11 7TD</td>\n",
       "      <td></td>\n",
       "      <td>Morto Fruiticola Costa de Almeria S.L. PZA. Nu...</td>\n",
       "      <td>lambda-cyhalothrin 0.02 (MRL = 0.5)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>0614/2018</td>\n",
       "      <td>2018-01-23T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Spiers &amp; Hartwell</td>\n",
       "      <td>Birmingham Road, Blackminster, Evesham WR11 7TD</td>\n",
       "      <td></td>\n",
       "      <td>Morto Fruiticola Costa de Almeria S.L. PZA. Nu...</td>\n",
       "      <td>MCPA (sum) 0.02 (MRL = 0.05*)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>0614/2018</td>\n",
       "      <td>2018-01-23T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Spiers &amp; Hartwell</td>\n",
       "      <td>Birmingham Road, Blackminster, Evesham WR11 7TD</td>\n",
       "      <td></td>\n",
       "      <td>Morto Fruiticola Costa de Almeria S.L. PZA. Nu...</td>\n",
       "      <td>pyrimethanil 0.4 (MRL = 1)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>0614/2018</td>\n",
       "      <td>2018-01-23T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Spiers &amp; Hartwell</td>\n",
       "      <td>Birmingham Road, Blackminster, Evesham WR11 7TD</td>\n",
       "      <td></td>\n",
       "      <td>Morto Fruiticola Costa de Almeria S.L. PZA. Nu...</td>\n",
       "      <td>thiamethoxam 0.07 (MRL = 0.2)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>2817/2018</td>\n",
       "      <td>2018-02-05T00:00:00</td>\n",
       "      <td>Black Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>St Peters Drive, Worcester WR5 3SW</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Tesco Stores Ltd Tesco House, Shire park, Kest...</td>\n",
       "      <td>None were detected above the set RL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>2957/2018</td>\n",
       "      <td>2018-02-05T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Hayes Bulls Bridge, Southall UB2 5LN</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Tesco Stores Ltd Tesco House, Shire park, Kest...</td>\n",
       "      <td>None were detected above the set RL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>2904/2018</td>\n",
       "      <td>2018-02-05T00:00:00</td>\n",
       "      <td>Medium Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Ashgate Road, Hucknall, Nottingham NG15 7UQ</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Tesco Stores Ltd Tesco House, Shire park, Kest...</td>\n",
       "      <td>acetamiprid 0.01 (MRL = 0.2)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>2904/2018</td>\n",
       "      <td>2018-02-05T00:00:00</td>\n",
       "      <td>Medium Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Ashgate Road, Hucknall, Nottingham NG15 7UQ</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Tesco Stores Ltd Tesco House, Shire park, Kest...</td>\n",
       "      <td>cyprodinil 0.02 (MRL = 1.5)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>1634/2018</td>\n",
       "      <td>2018-02-19T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Tesco Extra</td>\n",
       "      <td>Woodfield Way, Doncaster DN4 8SN</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Tesco Stores Ltd Tesco House, Shire park, Kest...</td>\n",
       "      <td>None were detected above the set RL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>2919/2018</td>\n",
       "      <td>2018-02-05T00:00:00</td>\n",
       "      <td>Aubergines</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Tesco Extra</td>\n",
       "      <td>Newcastle Road, Sunderland SR6 0DA</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Tesco Stores Ltd Tesco House, Shire park, Kest...</td>\n",
       "      <td>None were detected above the set RL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>4101/2018</td>\n",
       "      <td>2018-03-19T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Tesco Extra</td>\n",
       "      <td>24 Downshire Road, Newry BT34 1EE</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Tesco Stores Ltd Tesco House, Shire park, Kest...</td>\n",
       "      <td>cyprodinil 0.03 (MRL = 1.5)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>4121/2018</td>\n",
       "      <td>2018-03-19T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Tesco Extra</td>\n",
       "      <td>5 St Stephen’s Shopping Centre, Park Street, H...</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Tesco Stores Ltd Tesco House, Shire park, Kest...</td>\n",
       "      <td>cyprodinil 0.02 (MRL = 1.5)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>4121/2018</td>\n",
       "      <td>2018-03-19T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Tesco Extra</td>\n",
       "      <td>5 St Stephen’s Shopping Centre, Park Street, H...</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Tesco Stores Ltd Tesco House, Shire park, Kest...</td>\n",
       "      <td>Spirotetramat (partial sum) 0.02 (MRL = 2)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>4935/2018</td>\n",
       "      <td>2018-01-29T00:00:00</td>\n",
       "      <td>Aubergines</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Tesco Extra</td>\n",
       "      <td>24 Downshire Road, Carneyhough, Newry BT34 1EE</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Tesco Stores Ltd Tesco House, Shire park, Kest...</td>\n",
       "      <td>acetamiprid 0.01 (MRL = 0.2)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>0725/2018</td>\n",
       "      <td>2018-01-23T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Thomas Baty ( Newcastle upon tyne) Ltd</td>\n",
       "      <td>4-8 North East Wholesale Fruit &amp; Veg Market, E...</td>\n",
       "      <td></td>\n",
       "      <td>Marineto Agricola SL Ciloma De La Melquita 94 ...</td>\n",
       "      <td>acetamiprid 0.2 (MRL = 0.2)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>0725/2018</td>\n",
       "      <td>2018-01-23T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Thomas Baty ( Newcastle upon tyne) Ltd</td>\n",
       "      <td>4-8 North East Wholesale Fruit &amp; Veg Market, E...</td>\n",
       "      <td></td>\n",
       "      <td>Marineto Agricola SL Ciloma De La Melquita 94 ...</td>\n",
       "      <td>chlorpyrifos-methyl 0.02 (MRL = 0.5)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>0725/2018</td>\n",
       "      <td>2018-01-23T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Thomas Baty ( Newcastle upon tyne) Ltd</td>\n",
       "      <td>4-8 North East Wholesale Fruit &amp; Veg Market, E...</td>\n",
       "      <td></td>\n",
       "      <td>Marineto Agricola SL Ciloma De La Melquita 94 ...</td>\n",
       "      <td>cyprodinil 0.03 (MRL = 1.5)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>0725/2018</td>\n",
       "      <td>2018-01-23T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Thomas Baty ( Newcastle upon tyne) Ltd</td>\n",
       "      <td>4-8 North East Wholesale Fruit &amp; Veg Market, E...</td>\n",
       "      <td></td>\n",
       "      <td>Marineto Agricola SL Ciloma De La Melquita 94 ...</td>\n",
       "      <td>fluopyram 0.04 (MRL = 0.9)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>0725/2018</td>\n",
       "      <td>2018-01-23T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Thomas Baty ( Newcastle upon tyne) Ltd</td>\n",
       "      <td>4-8 North East Wholesale Fruit &amp; Veg Market, E...</td>\n",
       "      <td></td>\n",
       "      <td>Marineto Agricola SL Ciloma De La Melquita 94 ...</td>\n",
       "      <td>fenpyrazamine 0.04 (MRL = 3)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>0289/2018</td>\n",
       "      <td>2018-02-05T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Total Produce Limited</td>\n",
       "      <td>Unit 1, The Food Hub, Electric Avenue, Liverpo...</td>\n",
       "      <td></td>\n",
       "      <td>Vicasol Soad Coop Andaluza, OPFH No 77, Vicaso...</td>\n",
       "      <td>None were detected above the set RL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>0673/2018</td>\n",
       "      <td>2018-03-06T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Total Produce Limited</td>\n",
       "      <td>Wholesale Fruit Market, Freemens Common, Ayles...</td>\n",
       "      <td></td>\n",
       "      <td>Acrena Sat 251 El Ejido, Rambla Bernal No 6, A...</td>\n",
       "      <td>None were detected above the set RL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>0673/2018</td>\n",
       "      <td>2018-03-06T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Total Produce Limited</td>\n",
       "      <td>Wholesale Fruit Market, Freemens Common, Ayles...</td>\n",
       "      <td></td>\n",
       "      <td>Acrena Sat 251 El Ejido, Rambla Bernal No 6, A...</td>\n",
       "      <td>None were detected above the set RL</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>67 rows × 9 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "    Sample ID     Date of Sampling        Description   Country of Origin  \\\n",
       "0   0587/2018  2018-02-06T00:00:00    Black Aubergine               Spain   \n",
       "1   0079/2018  2018-03-06T00:00:00          Aubergine               Spain   \n",
       "2   0126/2018  2018-02-06T00:00:00     Baby Aubergine  Dominican Republic   \n",
       "3   2764/2018  2018-02-05T00:00:00   Thelma Aubergine               Spain   \n",
       "4   4853/2018  2018-01-22T00:00:00   Thelma Aubergine               Spain   \n",
       "5   2953/2018  2018-02-05T00:00:00         Aubergines               Spain   \n",
       "6   4081/2018  2018-03-18T00:00:00          Aubergine               Spain   \n",
       "7   4752/2018  2018-01-22T00:00:00         Aubergine                Spain   \n",
       "8   4922/2018  2018-01-29T00:00:00          Aubergine               Spain   \n",
       "9   0041/2018  2018-01-23T00:00:00    Globe Aubergine               Spain   \n",
       "10  4044/2018  2018-03-05T00:00:00          Aubergine               Spain   \n",
       "11  4044/2018  2018-03-05T00:00:00          Aubergine               Spain   \n",
       "12  4044/2018  2018-03-05T00:00:00          Aubergine               Spain   \n",
       "13  4044/2018  2018-03-05T00:00:00          Aubergine               Spain   \n",
       "14  0693/2018  2018-02-20T00:00:00          Aubergine               Spain   \n",
       "15  0613/2018  2018-03-06T00:00:00          Aubergine               Spain   \n",
       "16  0613/2018  2018-03-06T00:00:00          Aubergine               Spain   \n",
       "17  0613/2018  2018-03-06T00:00:00          Aubergine               Spain   \n",
       "18  0613/2018  2018-03-06T00:00:00          Aubergine               Spain   \n",
       "19  1718/2018  2018-03-05T00:00:00          Aubergine               Spain   \n",
       "20  0073/2018  2018-01-23T00:00:00    Small Aubergine             Morocco   \n",
       "21  2751/2018  2018-01-29T00:00:00   Purple Aubergine               Spain   \n",
       "22  2798/2018  2018-01-29T00:00:00   Purple Aubergine               Spain   \n",
       "23  2798/2018  2018-01-29T00:00:00   Purple Aubergine               Spain   \n",
       "24  0016/2018  2018-03-06T00:00:00          Aubergine               Spain   \n",
       "25  0016/2018  2018-03-06T00:00:00          Aubergine               Spain   \n",
       "26  0016/2018  2018-03-06T00:00:00          Aubergine               Spain   \n",
       "27  0016/2018  2018-03-06T00:00:00          Aubergine               Spain   \n",
       "28  0016/2018  2018-03-06T00:00:00          Aubergine               Spain   \n",
       "29  0016/2018  2018-03-06T00:00:00          Aubergine               Spain   \n",
       "..        ...                  ...                ...                 ...   \n",
       "37  4763/2018  2018-01-22T00:00:00          Aubergine               Spain   \n",
       "38  4763/2018  2018-01-22T00:00:00          Aubergine               Spain   \n",
       "39  4763/2018  2018-01-22T00:00:00          Aubergine               Spain   \n",
       "40  4763/2018  2018-01-22T00:00:00          Aubergine               Spain   \n",
       "41  4803/2018  2018-01-22T00:00:00          Aubergine               Spain   \n",
       "42  0614/2018  2018-01-23T00:00:00          Aubergine               Spain   \n",
       "43  0614/2018  2018-01-23T00:00:00          Aubergine               Spain   \n",
       "44  0614/2018  2018-01-23T00:00:00          Aubergine               Spain   \n",
       "45  0614/2018  2018-01-23T00:00:00          Aubergine               Spain   \n",
       "46  0614/2018  2018-01-23T00:00:00          Aubergine               Spain   \n",
       "47  0614/2018  2018-01-23T00:00:00          Aubergine               Spain   \n",
       "48  0614/2018  2018-01-23T00:00:00          Aubergine               Spain   \n",
       "49  2817/2018  2018-02-05T00:00:00    Black Aubergine               Spain   \n",
       "50  2957/2018  2018-02-05T00:00:00          Aubergine               Spain   \n",
       "51  2904/2018  2018-02-05T00:00:00  Medium Aubergine                Spain   \n",
       "52  2904/2018  2018-02-05T00:00:00  Medium Aubergine                Spain   \n",
       "53  1634/2018  2018-02-19T00:00:00          Aubergine               Spain   \n",
       "54  2919/2018  2018-02-05T00:00:00         Aubergines               Spain   \n",
       "55  4101/2018  2018-03-19T00:00:00          Aubergine               Spain   \n",
       "56  4121/2018  2018-03-19T00:00:00          Aubergine               Spain   \n",
       "57  4121/2018  2018-03-19T00:00:00          Aubergine               Spain   \n",
       "58  4935/2018  2018-01-29T00:00:00         Aubergines               Spain   \n",
       "59  0725/2018  2018-01-23T00:00:00          Aubergine               Spain   \n",
       "60  0725/2018  2018-01-23T00:00:00          Aubergine               Spain   \n",
       "61  0725/2018  2018-01-23T00:00:00          Aubergine               Spain   \n",
       "62  0725/2018  2018-01-23T00:00:00          Aubergine               Spain   \n",
       "63  0725/2018  2018-01-23T00:00:00          Aubergine               Spain   \n",
       "64  0289/2018  2018-02-05T00:00:00          Aubergine               Spain   \n",
       "65  0673/2018  2018-03-06T00:00:00          Aubergine               Spain   \n",
       "66  0673/2018  2018-03-06T00:00:00          Aubergine               Spain   \n",
       "\n",
       "                             Retail Outlet  \\\n",
       "0                              A Gomez Ltd   \n",
       "1                               A1 Veg Ltd   \n",
       "2              Akbar General Importers Ltd   \n",
       "3                                     Aldi   \n",
       "4                                     Aldi   \n",
       "5                                     Asda   \n",
       "6                                     Asda   \n",
       "7                                     Asda   \n",
       "8                                     Asda   \n",
       "9                            B Cookson Ltd   \n",
       "10                 Brothers Cash and Carry   \n",
       "11                 Brothers Cash and Carry   \n",
       "12                 Brothers Cash and Carry   \n",
       "13                 Brothers Cash and Carry   \n",
       "14                       Dennis Butler Ltd   \n",
       "15              IDS Transport (UK) Limited   \n",
       "16              IDS Transport (UK) Limited   \n",
       "17              IDS Transport (UK) Limited   \n",
       "18              IDS Transport (UK) Limited   \n",
       "19                         Marks & Spencer   \n",
       "20                           Maroc Veg Ltd   \n",
       "21                               Morrisons   \n",
       "22                               Morrisons   \n",
       "23                               Morrisons   \n",
       "24                  Peter Gilding & Co Ltd   \n",
       "25                  Peter Gilding & Co Ltd   \n",
       "26                  Peter Gilding & Co Ltd   \n",
       "27                  Peter Gilding & Co Ltd   \n",
       "28                  Peter Gilding & Co Ltd   \n",
       "29                  Peter Gilding & Co Ltd   \n",
       "..                                     ...   \n",
       "37                             Sainsbury's   \n",
       "38                             Sainsbury's   \n",
       "39                             Sainsbury's   \n",
       "40                             Sainsbury's   \n",
       "41                             Sainsbury's   \n",
       "42                       Spiers & Hartwell   \n",
       "43                       Spiers & Hartwell   \n",
       "44                       Spiers & Hartwell   \n",
       "45                       Spiers & Hartwell   \n",
       "46                       Spiers & Hartwell   \n",
       "47                       Spiers & Hartwell   \n",
       "48                       Spiers & Hartwell   \n",
       "49                                   Tesco   \n",
       "50                                   Tesco   \n",
       "51                                 Tesco     \n",
       "52                                 Tesco     \n",
       "53                             Tesco Extra   \n",
       "54                             Tesco Extra   \n",
       "55                             Tesco Extra   \n",
       "56                             Tesco Extra   \n",
       "57                             Tesco Extra   \n",
       "58                             Tesco Extra   \n",
       "59  Thomas Baty ( Newcastle upon tyne) Ltd   \n",
       "60  Thomas Baty ( Newcastle upon tyne) Ltd   \n",
       "61  Thomas Baty ( Newcastle upon tyne) Ltd   \n",
       "62  Thomas Baty ( Newcastle upon tyne) Ltd   \n",
       "63  Thomas Baty ( Newcastle upon tyne) Ltd   \n",
       "64                   Total Produce Limited   \n",
       "65                   Total Produce Limited   \n",
       "66                   Total Produce Limited   \n",
       "\n",
       "                                              Address           Brand Name  \\\n",
       "0   Coldharbour Lane Bridge, Canterbury, Kent CT4 5HL                        \n",
       "1   P20-P22 Produce Hall, Western International Ma...                        \n",
       "2    Stand 71, New Spitalfield Market, Leyton E10 5SQ                        \n",
       "3             Plas Coch Retail Park, Wrexham LL11 2BA  Nature's Pick Aldi    \n",
       "4                   255 Yarm Road, Darlington DL1 1BA  Nature's Pick Aldi    \n",
       "5                      Millington Road, Hayes UB3 4AZ                        \n",
       "6        80 Milngavie Road, Bearsden, Glasgow G61 2TX                        \n",
       "7   Wolstanton Retail Park, Newcastle Under Lyme S...                        \n",
       "8        80 Milngavie Road, Bearsden, Glasgow G61 2TX                        \n",
       "9               Caxton Road, Fulwood, Preston PR2 9ZB                        \n",
       "10                 31 St Helens Road, Swansea SA1 4AP                        \n",
       "11                 31 St Helens Road, Swansea SA1 4AP                        \n",
       "12                 31 St Helens Road, Swansea SA1 4AP                        \n",
       "13                 31 St Helens Road, Swansea SA1 4AP                        \n",
       "14  Unit 9, Priory Market, Henay Bootway, Priory P...                        \n",
       "15  Unit 32, Two Shires Park, Weston Road, Honeybo...                        \n",
       "16  Unit 32, Two Shires Park, Weston Road, Honeybo...                        \n",
       "17  Unit 32, Two Shires Park, Weston Road, Honeybo...                        \n",
       "18  Unit 32, Two Shires Park, Weston Road, Honeybo...                        \n",
       "19  Wolstanton Retail Park, Newcastle Under Lyme S...                 M&S    \n",
       "20  P60 Produce Hall, Western International Market...                        \n",
       "21           65 Chester Road, Ellesmere Port CH65 6RU                        \n",
       "22               St Saviours Road, Maidstone ME15 9FL                        \n",
       "23               St Saviours Road, Maidstone ME15 9FL                        \n",
       "24  Caddick Road, Knowsley Business Park, Knowlsle...                        \n",
       "25  Caddick Road, Knowsley Business Park, Knowlsle...                        \n",
       "26  Caddick Road, Knowsley Business Park, Knowlsle...                        \n",
       "27  Caddick Road, Knowsley Business Park, Knowlsle...                        \n",
       "28  Caddick Road, Knowsley Business Park, Knowlsle...                        \n",
       "29  Caddick Road, Knowsley Business Park, Knowlsle...                        \n",
       "..                                                ...                  ...   \n",
       "37               St Philips Causeway, Bristol BS4 3BD        Sainsbury's     \n",
       "38               St Philips Causeway, Bristol BS4 3BD        Sainsbury's     \n",
       "39               St Philips Causeway, Bristol BS4 3BD        Sainsbury's     \n",
       "40               St Philips Causeway, Bristol BS4 3BD        Sainsbury's     \n",
       "41                      Tritton Road, Lincoln LH6 7QN        Sainsbury's     \n",
       "42    Birmingham Road, Blackminster, Evesham WR11 7TD                        \n",
       "43    Birmingham Road, Blackminster, Evesham WR11 7TD                        \n",
       "44    Birmingham Road, Blackminster, Evesham WR11 7TD                        \n",
       "45    Birmingham Road, Blackminster, Evesham WR11 7TD                        \n",
       "46    Birmingham Road, Blackminster, Evesham WR11 7TD                        \n",
       "47    Birmingham Road, Blackminster, Evesham WR11 7TD                        \n",
       "48    Birmingham Road, Blackminster, Evesham WR11 7TD                        \n",
       "49                 St Peters Drive, Worcester WR5 3SW               Tesco    \n",
       "50               Hayes Bulls Bridge, Southall UB2 5LN               Tesco    \n",
       "51        Ashgate Road, Hucknall, Nottingham NG15 7UQ               Tesco    \n",
       "52        Ashgate Road, Hucknall, Nottingham NG15 7UQ               Tesco    \n",
       "53                   Woodfield Way, Doncaster DN4 8SN               Tesco    \n",
       "54                 Newcastle Road, Sunderland SR6 0DA               Tesco    \n",
       "55                  24 Downshire Road, Newry BT34 1EE               Tesco    \n",
       "56  5 St Stephen’s Shopping Centre, Park Street, H...               Tesco    \n",
       "57  5 St Stephen’s Shopping Centre, Park Street, H...               Tesco    \n",
       "58     24 Downshire Road, Carneyhough, Newry BT34 1EE               Tesco    \n",
       "59  4-8 North East Wholesale Fruit & Veg Market, E...                        \n",
       "60  4-8 North East Wholesale Fruit & Veg Market, E...                        \n",
       "61  4-8 North East Wholesale Fruit & Veg Market, E...                        \n",
       "62  4-8 North East Wholesale Fruit & Veg Market, E...                        \n",
       "63  4-8 North East Wholesale Fruit & Veg Market, E...                        \n",
       "64  Unit 1, The Food Hub, Electric Avenue, Liverpo...                        \n",
       "65  Wholesale Fruit Market, Freemens Common, Ayles...                        \n",
       "66  Wholesale Fruit Market, Freemens Common, Ayles...                        \n",
       "\n",
       "                                Packer / Manufacturer  \\\n",
       "0   Agricola Vasan SL Las Norias De Daza, Almeria,...   \n",
       "1   Hnos Daza Palmeno S L Paraje Los Alei Billos, ...   \n",
       "2   Exportadora Yuan Sheng Ho Calle Las Cabuyas KM...   \n",
       "3   Aldi Stores Ltd PO Box 26, Atherstone, Warwick...   \n",
       "4   Aldi Stores Ltd PO Box 26, Atherstone, Warwick...   \n",
       "5                                                       \n",
       "6                                                       \n",
       "7                                                       \n",
       "8                                                       \n",
       "9   Satagroiris GGN8436000250008, RIA 04/40629 R.G...   \n",
       "10                                                      \n",
       "11                                                      \n",
       "12                                                      \n",
       "13                                                      \n",
       "14  Marineto Agricola SL C/coma De La Mezquita 94,...   \n",
       "15  Cooperative San Isidro Labrador SCA Ctra, Pamp...   \n",
       "16  Cooperative San Isidro Labrador SCA Ctra, Pamp...   \n",
       "17  Cooperative San Isidro Labrador SCA Ctra, Pamp...   \n",
       "18  Cooperative San Isidro Labrador SCA Ctra, Pamp...   \n",
       "19  Marks & Spencer PLC PO Box 3339, Chester CH99 9QS   \n",
       "20      Immoveg S.A.R.L Sidi El Aldi-Settat, Morocco    \n",
       "21                                                      \n",
       "22                                                      \n",
       "23                                                      \n",
       "24  Unica Fresh S.L CIF 804845848 Avda Innovacion ...   \n",
       "25  Unica Fresh S.L CIF 804845848 Avda Innovacion ...   \n",
       "26  Unica Fresh S.L CIF 804845848 Avda Innovacion ...   \n",
       "27  Unica Fresh S.L CIF 804845848 Avda Innovacion ...   \n",
       "28  Unica Fresh S.L CIF 804845848 Avda Innovacion ...   \n",
       "29  Unica Fresh S.L CIF 804845848 Avda Innovacion ...   \n",
       "..                                                ...   \n",
       "37  Sainsbury's Supermarkets Ltd 33 Holborn, Londo...   \n",
       "38  Sainsbury's Supermarkets Ltd 33 Holborn, Londo...   \n",
       "39  Sainsbury's Supermarkets Ltd 33 Holborn, Londo...   \n",
       "40  Sainsbury's Supermarkets Ltd 33 Holborn, Londo...   \n",
       "41  Sainsbury's Supermarkets Ltd 33 Holborn, Londo...   \n",
       "42  Morto Fruiticola Costa de Almeria S.L. PZA. Nu...   \n",
       "43  Morto Fruiticola Costa de Almeria S.L. PZA. Nu...   \n",
       "44  Morto Fruiticola Costa de Almeria S.L. PZA. Nu...   \n",
       "45  Morto Fruiticola Costa de Almeria S.L. PZA. Nu...   \n",
       "46  Morto Fruiticola Costa de Almeria S.L. PZA. Nu...   \n",
       "47  Morto Fruiticola Costa de Almeria S.L. PZA. Nu...   \n",
       "48  Morto Fruiticola Costa de Almeria S.L. PZA. Nu...   \n",
       "49  Tesco Stores Ltd Tesco House, Shire park, Kest...   \n",
       "50  Tesco Stores Ltd Tesco House, Shire park, Kest...   \n",
       "51  Tesco Stores Ltd Tesco House, Shire park, Kest...   \n",
       "52  Tesco Stores Ltd Tesco House, Shire park, Kest...   \n",
       "53  Tesco Stores Ltd Tesco House, Shire park, Kest...   \n",
       "54  Tesco Stores Ltd Tesco House, Shire park, Kest...   \n",
       "55  Tesco Stores Ltd Tesco House, Shire park, Kest...   \n",
       "56  Tesco Stores Ltd Tesco House, Shire park, Kest...   \n",
       "57  Tesco Stores Ltd Tesco House, Shire park, Kest...   \n",
       "58  Tesco Stores Ltd Tesco House, Shire park, Kest...   \n",
       "59  Marineto Agricola SL Ciloma De La Melquita 94 ...   \n",
       "60  Marineto Agricola SL Ciloma De La Melquita 94 ...   \n",
       "61  Marineto Agricola SL Ciloma De La Melquita 94 ...   \n",
       "62  Marineto Agricola SL Ciloma De La Melquita 94 ...   \n",
       "63  Marineto Agricola SL Ciloma De La Melquita 94 ...   \n",
       "64  Vicasol Soad Coop Andaluza, OPFH No 77, Vicaso...   \n",
       "65  Acrena Sat 251 El Ejido, Rambla Bernal No 6, A...   \n",
       "66  Acrena Sat 251 El Ejido, Rambla Bernal No 6, A...   \n",
       "\n",
       "       Pesticide residues found in mg/kg (MRL)  \n",
       "0   Spirotetramat (partial sum) 0.03 (MRL = 2)  \n",
       "1          None were detected above the set RL  \n",
       "2          None were detected above the set RL  \n",
       "3          None were detected above the set RL  \n",
       "4          None were detected above the set RL  \n",
       "5          None were detected above the set RL  \n",
       "6          None were detected above the set RL  \n",
       "7                   fluopyram 0.01 (MRL = 0.9)  \n",
       "8                 fenpyrazamine 0.02 (MRL = 3)  \n",
       "9                   fluopyram 0.05 (MRL = 0.9)  \n",
       "10                acetamiprid 0.03 (MRL = 0.2)  \n",
       "11                 cyprodinil 0.04 (MRL = 1.5)  \n",
       "12                fludioxonil 0.02 (MRL = 0.4)  \n",
       "13                fenpyrazamine 0.07 (MRL = 3)  \n",
       "14                thiacloprid 0.02 (MRL = 0.7)  \n",
       "15                acetamiprid 0.04 (MRL = 0.2)  \n",
       "16               chlorothalonil 0.03 (MRL = 6)  \n",
       "17                  cyprodinil 0.1 (MRL = 1.5)  \n",
       "18                fludioxonil 0.03 (MRL = 0.4)  \n",
       "19                 pyrimethanil 0.09 (MRL = 1)  \n",
       "20             dithiocarbamates 0.07 (MRL = 3)  \n",
       "21  Spirotetramat (partial sum) 0.02 (MRL = 2)  \n",
       "22                acetamiprid 0.04 (MRL = 0.2)  \n",
       "23               chlorothalonil 0.03 (MRL = 6)  \n",
       "24                acetamiprid 0.01 (MRL = 0.2)  \n",
       "25               chlorothalonil 0.06 (MRL = 6)  \n",
       "26                 cyprodinil 0.07 (MRL = 1.5)  \n",
       "27         cypermethrin (sum) 0.02 (MRL = 0.5)  \n",
       "28             dithiocarbamates 0.09 (MRL = 3)  \n",
       "29                fludioxonil 0.02 (MRL = 0.4)  \n",
       "..                                         ...  \n",
       "37                 acetamiprid 0.1 (MRL = 0.2)  \n",
       "38              fenpyroximate 0.01 (MRL = 0.2)  \n",
       "39                  fluopyram 0.01 (MRL = 0.9)  \n",
       "40                 pyriproxifen 0.03 (MRL = 1)  \n",
       "41                fenpyrazamine 0.02 (MRL = 3)  \n",
       "42              diethofencarb 0.03 (MRL = 0.7)  \n",
       "43               deltamethrin 0.02 (MRL = 0.4)  \n",
       "44                fenpyrazamine 0.02 (MRL = 3)  \n",
       "45         lambda-cyhalothrin 0.02 (MRL = 0.5)  \n",
       "46               MCPA (sum) 0.02 (MRL = 0.05*)  \n",
       "47                  pyrimethanil 0.4 (MRL = 1)  \n",
       "48               thiamethoxam 0.07 (MRL = 0.2)  \n",
       "49         None were detected above the set RL  \n",
       "50         None were detected above the set RL  \n",
       "51                acetamiprid 0.01 (MRL = 0.2)  \n",
       "52                 cyprodinil 0.02 (MRL = 1.5)  \n",
       "53         None were detected above the set RL  \n",
       "54         None were detected above the set RL  \n",
       "55                 cyprodinil 0.03 (MRL = 1.5)  \n",
       "56                 cyprodinil 0.02 (MRL = 1.5)  \n",
       "57  Spirotetramat (partial sum) 0.02 (MRL = 2)  \n",
       "58                acetamiprid 0.01 (MRL = 0.2)  \n",
       "59                 acetamiprid 0.2 (MRL = 0.2)  \n",
       "60        chlorpyrifos-methyl 0.02 (MRL = 0.5)  \n",
       "61                 cyprodinil 0.03 (MRL = 1.5)  \n",
       "62                  fluopyram 0.04 (MRL = 0.9)  \n",
       "63                fenpyrazamine 0.04 (MRL = 3)  \n",
       "64         None were detected above the set RL  \n",
       "65         None were detected above the set RL  \n",
       "66         None were detected above the set RL  \n",
       "\n",
       "[67 rows x 9 columns]"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.fillna(method='ffill', inplace=True)\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "renaming_dict = {\n",
    "old_name : new_name \n",
    "    for old_name,new_name \n",
    "    in zip(list(df),[new_name.lower().replace(' ','_') \n",
    "                     for new_name in list(df)])\n",
    "}\n",
    "\n",
    "df = df.rename(columns=renaming_dict)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>sample_id</th>\n",
       "      <th>date_of_sampling</th>\n",
       "      <th>description</th>\n",
       "      <th>country_of_origin</th>\n",
       "      <th>retail_outlet</th>\n",
       "      <th>address</th>\n",
       "      <th>brand_name</th>\n",
       "      <th>packer_/_manufacturer</th>\n",
       "      <th>pesticide_residues_found_in_mg/kg_(mrl)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0587/2018</td>\n",
       "      <td>2018-02-06T00:00:00</td>\n",
       "      <td>Black Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>A Gomez Ltd</td>\n",
       "      <td>Coldharbour Lane Bridge, Canterbury, Kent CT4 5HL</td>\n",
       "      <td></td>\n",
       "      <td>Agricola Vasan SL Las Norias De Daza, Almeria,...</td>\n",
       "      <td>Spirotetramat (partial sum) 0.03 (MRL = 2)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0079/2018</td>\n",
       "      <td>2018-03-06T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>A1 Veg Ltd</td>\n",
       "      <td>P20-P22 Produce Hall, Western International Ma...</td>\n",
       "      <td></td>\n",
       "      <td>Hnos Daza Palmeno S L Paraje Los Alei Billos, ...</td>\n",
       "      <td>n/a</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0126/2018</td>\n",
       "      <td>2018-02-06T00:00:00</td>\n",
       "      <td>Baby Aubergine</td>\n",
       "      <td>Dominican Republic</td>\n",
       "      <td>Akbar General Importers Ltd</td>\n",
       "      <td>Stand 71, New Spitalfield Market, Leyton E10 5SQ</td>\n",
       "      <td></td>\n",
       "      <td>Exportadora Yuan Sheng Ho Calle Las Cabuyas KM...</td>\n",
       "      <td>n/a</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2764/2018</td>\n",
       "      <td>2018-02-05T00:00:00</td>\n",
       "      <td>Thelma Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Aldi</td>\n",
       "      <td>Plas Coch Retail Park, Wrexham LL11 2BA</td>\n",
       "      <td>Nature's Pick Aldi</td>\n",
       "      <td>Aldi Stores Ltd PO Box 26, Atherstone, Warwick...</td>\n",
       "      <td>n/a</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4853/2018</td>\n",
       "      <td>2018-01-22T00:00:00</td>\n",
       "      <td>Thelma Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Aldi</td>\n",
       "      <td>255 Yarm Road, Darlington DL1 1BA</td>\n",
       "      <td>Nature's Pick Aldi</td>\n",
       "      <td>Aldi Stores Ltd PO Box 26, Atherstone, Warwick...</td>\n",
       "      <td>n/a</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>2953/2018</td>\n",
       "      <td>2018-02-05T00:00:00</td>\n",
       "      <td>Aubergines</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Asda</td>\n",
       "      <td>Millington Road, Hayes UB3 4AZ</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>n/a</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>4081/2018</td>\n",
       "      <td>2018-03-18T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Asda</td>\n",
       "      <td>80 Milngavie Road, Bearsden, Glasgow G61 2TX</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>n/a</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>4752/2018</td>\n",
       "      <td>2018-01-22T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Asda</td>\n",
       "      <td>Wolstanton Retail Park, Newcastle Under Lyme S...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>fluopyram 0.01 (MRL = 0.9)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>4922/2018</td>\n",
       "      <td>2018-01-29T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Asda</td>\n",
       "      <td>80 Milngavie Road, Bearsden, Glasgow G61 2TX</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>fenpyrazamine 0.02 (MRL = 3)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>0041/2018</td>\n",
       "      <td>2018-01-23T00:00:00</td>\n",
       "      <td>Globe Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>B Cookson Ltd</td>\n",
       "      <td>Caxton Road, Fulwood, Preston PR2 9ZB</td>\n",
       "      <td></td>\n",
       "      <td>Satagroiris GGN8436000250008, RIA 04/40629 R.G...</td>\n",
       "      <td>fluopyram 0.05 (MRL = 0.9)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>4044/2018</td>\n",
       "      <td>2018-03-05T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Brothers Cash and Carry</td>\n",
       "      <td>31 St Helens Road, Swansea SA1 4AP</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>acetamiprid 0.03 (MRL = 0.2)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>4044/2018</td>\n",
       "      <td>2018-03-05T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Brothers Cash and Carry</td>\n",
       "      <td>31 St Helens Road, Swansea SA1 4AP</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>cyprodinil 0.04 (MRL = 1.5)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>4044/2018</td>\n",
       "      <td>2018-03-05T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Brothers Cash and Carry</td>\n",
       "      <td>31 St Helens Road, Swansea SA1 4AP</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>fludioxonil 0.02 (MRL = 0.4)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>4044/2018</td>\n",
       "      <td>2018-03-05T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Brothers Cash and Carry</td>\n",
       "      <td>31 St Helens Road, Swansea SA1 4AP</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>fenpyrazamine 0.07 (MRL = 3)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>0693/2018</td>\n",
       "      <td>2018-02-20T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Dennis Butler Ltd</td>\n",
       "      <td>Unit 9, Priory Market, Henay Bootway, Priory P...</td>\n",
       "      <td></td>\n",
       "      <td>Marineto Agricola SL C/coma De La Mezquita 94,...</td>\n",
       "      <td>thiacloprid 0.02 (MRL = 0.7)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>0613/2018</td>\n",
       "      <td>2018-03-06T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>IDS Transport (UK) Limited</td>\n",
       "      <td>Unit 32, Two Shires Park, Weston Road, Honeybo...</td>\n",
       "      <td></td>\n",
       "      <td>Cooperative San Isidro Labrador SCA Ctra, Pamp...</td>\n",
       "      <td>acetamiprid 0.04 (MRL = 0.2)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>0613/2018</td>\n",
       "      <td>2018-03-06T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>IDS Transport (UK) Limited</td>\n",
       "      <td>Unit 32, Two Shires Park, Weston Road, Honeybo...</td>\n",
       "      <td></td>\n",
       "      <td>Cooperative San Isidro Labrador SCA Ctra, Pamp...</td>\n",
       "      <td>chlorothalonil 0.03 (MRL = 6)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>0613/2018</td>\n",
       "      <td>2018-03-06T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>IDS Transport (UK) Limited</td>\n",
       "      <td>Unit 32, Two Shires Park, Weston Road, Honeybo...</td>\n",
       "      <td></td>\n",
       "      <td>Cooperative San Isidro Labrador SCA Ctra, Pamp...</td>\n",
       "      <td>cyprodinil 0.1 (MRL = 1.5)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>0613/2018</td>\n",
       "      <td>2018-03-06T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>IDS Transport (UK) Limited</td>\n",
       "      <td>Unit 32, Two Shires Park, Weston Road, Honeybo...</td>\n",
       "      <td></td>\n",
       "      <td>Cooperative San Isidro Labrador SCA Ctra, Pamp...</td>\n",
       "      <td>fludioxonil 0.03 (MRL = 0.4)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>1718/2018</td>\n",
       "      <td>2018-03-05T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Marks &amp; Spencer</td>\n",
       "      <td>Wolstanton Retail Park, Newcastle Under Lyme S...</td>\n",
       "      <td>M&amp;S</td>\n",
       "      <td>Marks &amp; Spencer PLC PO Box 3339, Chester CH99 9QS</td>\n",
       "      <td>pyrimethanil 0.09 (MRL = 1)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>0073/2018</td>\n",
       "      <td>2018-01-23T00:00:00</td>\n",
       "      <td>Small Aubergine</td>\n",
       "      <td>Morocco</td>\n",
       "      <td>Maroc Veg Ltd</td>\n",
       "      <td>P60 Produce Hall, Western International Market...</td>\n",
       "      <td></td>\n",
       "      <td>Immoveg S.A.R.L Sidi El Aldi-Settat, Morocco</td>\n",
       "      <td>dithiocarbamates 0.07 (MRL = 3)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>2751/2018</td>\n",
       "      <td>2018-01-29T00:00:00</td>\n",
       "      <td>Purple Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Morrisons</td>\n",
       "      <td>65 Chester Road, Ellesmere Port CH65 6RU</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>Spirotetramat (partial sum) 0.02 (MRL = 2)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>2798/2018</td>\n",
       "      <td>2018-01-29T00:00:00</td>\n",
       "      <td>Purple Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Morrisons</td>\n",
       "      <td>St Saviours Road, Maidstone ME15 9FL</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>acetamiprid 0.04 (MRL = 0.2)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>2798/2018</td>\n",
       "      <td>2018-01-29T00:00:00</td>\n",
       "      <td>Purple Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Morrisons</td>\n",
       "      <td>St Saviours Road, Maidstone ME15 9FL</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>chlorothalonil 0.03 (MRL = 6)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>0016/2018</td>\n",
       "      <td>2018-03-06T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Peter Gilding &amp; Co Ltd</td>\n",
       "      <td>Caddick Road, Knowsley Business Park, Knowlsle...</td>\n",
       "      <td></td>\n",
       "      <td>Unica Fresh S.L CIF 804845848 Avda Innovacion ...</td>\n",
       "      <td>acetamiprid 0.01 (MRL = 0.2)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>0016/2018</td>\n",
       "      <td>2018-03-06T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Peter Gilding &amp; Co Ltd</td>\n",
       "      <td>Caddick Road, Knowsley Business Park, Knowlsle...</td>\n",
       "      <td></td>\n",
       "      <td>Unica Fresh S.L CIF 804845848 Avda Innovacion ...</td>\n",
       "      <td>chlorothalonil 0.06 (MRL = 6)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>0016/2018</td>\n",
       "      <td>2018-03-06T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Peter Gilding &amp; Co Ltd</td>\n",
       "      <td>Caddick Road, Knowsley Business Park, Knowlsle...</td>\n",
       "      <td></td>\n",
       "      <td>Unica Fresh S.L CIF 804845848 Avda Innovacion ...</td>\n",
       "      <td>cyprodinil 0.07 (MRL = 1.5)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>0016/2018</td>\n",
       "      <td>2018-03-06T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Peter Gilding &amp; Co Ltd</td>\n",
       "      <td>Caddick Road, Knowsley Business Park, Knowlsle...</td>\n",
       "      <td></td>\n",
       "      <td>Unica Fresh S.L CIF 804845848 Avda Innovacion ...</td>\n",
       "      <td>cypermethrin (sum) 0.02 (MRL = 0.5)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>0016/2018</td>\n",
       "      <td>2018-03-06T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Peter Gilding &amp; Co Ltd</td>\n",
       "      <td>Caddick Road, Knowsley Business Park, Knowlsle...</td>\n",
       "      <td></td>\n",
       "      <td>Unica Fresh S.L CIF 804845848 Avda Innovacion ...</td>\n",
       "      <td>dithiocarbamates 0.09 (MRL = 3)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>0016/2018</td>\n",
       "      <td>2018-03-06T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Peter Gilding &amp; Co Ltd</td>\n",
       "      <td>Caddick Road, Knowsley Business Park, Knowlsle...</td>\n",
       "      <td></td>\n",
       "      <td>Unica Fresh S.L CIF 804845848 Avda Innovacion ...</td>\n",
       "      <td>fludioxonil 0.02 (MRL = 0.4)</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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>4763/2018</td>\n",
       "      <td>2018-01-22T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Sainsbury's</td>\n",
       "      <td>St Philips Causeway, Bristol BS4 3BD</td>\n",
       "      <td>Sainsbury's</td>\n",
       "      <td>Sainsbury's Supermarkets Ltd 33 Holborn, Londo...</td>\n",
       "      <td>acetamiprid 0.1 (MRL = 0.2)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>4763/2018</td>\n",
       "      <td>2018-01-22T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Sainsbury's</td>\n",
       "      <td>St Philips Causeway, Bristol BS4 3BD</td>\n",
       "      <td>Sainsbury's</td>\n",
       "      <td>Sainsbury's Supermarkets Ltd 33 Holborn, Londo...</td>\n",
       "      <td>fenpyroximate 0.01 (MRL = 0.2)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>4763/2018</td>\n",
       "      <td>2018-01-22T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Sainsbury's</td>\n",
       "      <td>St Philips Causeway, Bristol BS4 3BD</td>\n",
       "      <td>Sainsbury's</td>\n",
       "      <td>Sainsbury's Supermarkets Ltd 33 Holborn, Londo...</td>\n",
       "      <td>fluopyram 0.01 (MRL = 0.9)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>4763/2018</td>\n",
       "      <td>2018-01-22T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Sainsbury's</td>\n",
       "      <td>St Philips Causeway, Bristol BS4 3BD</td>\n",
       "      <td>Sainsbury's</td>\n",
       "      <td>Sainsbury's Supermarkets Ltd 33 Holborn, Londo...</td>\n",
       "      <td>pyriproxifen 0.03 (MRL = 1)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>4803/2018</td>\n",
       "      <td>2018-01-22T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Sainsbury's</td>\n",
       "      <td>Tritton Road, Lincoln LH6 7QN</td>\n",
       "      <td>Sainsbury's</td>\n",
       "      <td>Sainsbury's Supermarkets Ltd 33 Holborn, Londo...</td>\n",
       "      <td>fenpyrazamine 0.02 (MRL = 3)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>0614/2018</td>\n",
       "      <td>2018-01-23T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Spiers &amp; Hartwell</td>\n",
       "      <td>Birmingham Road, Blackminster, Evesham WR11 7TD</td>\n",
       "      <td></td>\n",
       "      <td>Morto Fruiticola Costa de Almeria S.L. PZA. Nu...</td>\n",
       "      <td>diethofencarb 0.03 (MRL = 0.7)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>0614/2018</td>\n",
       "      <td>2018-01-23T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Spiers &amp; Hartwell</td>\n",
       "      <td>Birmingham Road, Blackminster, Evesham WR11 7TD</td>\n",
       "      <td></td>\n",
       "      <td>Morto Fruiticola Costa de Almeria S.L. PZA. Nu...</td>\n",
       "      <td>deltamethrin 0.02 (MRL = 0.4)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>0614/2018</td>\n",
       "      <td>2018-01-23T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Spiers &amp; Hartwell</td>\n",
       "      <td>Birmingham Road, Blackminster, Evesham WR11 7TD</td>\n",
       "      <td></td>\n",
       "      <td>Morto Fruiticola Costa de Almeria S.L. PZA. Nu...</td>\n",
       "      <td>fenpyrazamine 0.02 (MRL = 3)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>0614/2018</td>\n",
       "      <td>2018-01-23T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Spiers &amp; Hartwell</td>\n",
       "      <td>Birmingham Road, Blackminster, Evesham WR11 7TD</td>\n",
       "      <td></td>\n",
       "      <td>Morto Fruiticola Costa de Almeria S.L. PZA. Nu...</td>\n",
       "      <td>lambda-cyhalothrin 0.02 (MRL = 0.5)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>0614/2018</td>\n",
       "      <td>2018-01-23T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Spiers &amp; Hartwell</td>\n",
       "      <td>Birmingham Road, Blackminster, Evesham WR11 7TD</td>\n",
       "      <td></td>\n",
       "      <td>Morto Fruiticola Costa de Almeria S.L. PZA. Nu...</td>\n",
       "      <td>MCPA (sum) 0.02 (MRL = 0.05*)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>0614/2018</td>\n",
       "      <td>2018-01-23T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Spiers &amp; Hartwell</td>\n",
       "      <td>Birmingham Road, Blackminster, Evesham WR11 7TD</td>\n",
       "      <td></td>\n",
       "      <td>Morto Fruiticola Costa de Almeria S.L. PZA. Nu...</td>\n",
       "      <td>pyrimethanil 0.4 (MRL = 1)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>0614/2018</td>\n",
       "      <td>2018-01-23T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Spiers &amp; Hartwell</td>\n",
       "      <td>Birmingham Road, Blackminster, Evesham WR11 7TD</td>\n",
       "      <td></td>\n",
       "      <td>Morto Fruiticola Costa de Almeria S.L. PZA. Nu...</td>\n",
       "      <td>thiamethoxam 0.07 (MRL = 0.2)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>2817/2018</td>\n",
       "      <td>2018-02-05T00:00:00</td>\n",
       "      <td>Black Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>St Peters Drive, Worcester WR5 3SW</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Tesco Stores Ltd Tesco House, Shire park, Kest...</td>\n",
       "      <td>n/a</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>2957/2018</td>\n",
       "      <td>2018-02-05T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Hayes Bulls Bridge, Southall UB2 5LN</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Tesco Stores Ltd Tesco House, Shire park, Kest...</td>\n",
       "      <td>n/a</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>2904/2018</td>\n",
       "      <td>2018-02-05T00:00:00</td>\n",
       "      <td>Medium Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Ashgate Road, Hucknall, Nottingham NG15 7UQ</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Tesco Stores Ltd Tesco House, Shire park, Kest...</td>\n",
       "      <td>acetamiprid 0.01 (MRL = 0.2)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>2904/2018</td>\n",
       "      <td>2018-02-05T00:00:00</td>\n",
       "      <td>Medium Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Ashgate Road, Hucknall, Nottingham NG15 7UQ</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Tesco Stores Ltd Tesco House, Shire park, Kest...</td>\n",
       "      <td>cyprodinil 0.02 (MRL = 1.5)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>1634/2018</td>\n",
       "      <td>2018-02-19T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Tesco Extra</td>\n",
       "      <td>Woodfield Way, Doncaster DN4 8SN</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Tesco Stores Ltd Tesco House, Shire park, Kest...</td>\n",
       "      <td>n/a</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>2919/2018</td>\n",
       "      <td>2018-02-05T00:00:00</td>\n",
       "      <td>Aubergines</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Tesco Extra</td>\n",
       "      <td>Newcastle Road, Sunderland SR6 0DA</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Tesco Stores Ltd Tesco House, Shire park, Kest...</td>\n",
       "      <td>n/a</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>4101/2018</td>\n",
       "      <td>2018-03-19T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Tesco Extra</td>\n",
       "      <td>24 Downshire Road, Newry BT34 1EE</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Tesco Stores Ltd Tesco House, Shire park, Kest...</td>\n",
       "      <td>cyprodinil 0.03 (MRL = 1.5)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>4121/2018</td>\n",
       "      <td>2018-03-19T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Tesco Extra</td>\n",
       "      <td>5 St Stephen’s Shopping Centre, Park Street, H...</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Tesco Stores Ltd Tesco House, Shire park, Kest...</td>\n",
       "      <td>cyprodinil 0.02 (MRL = 1.5)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>4121/2018</td>\n",
       "      <td>2018-03-19T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Tesco Extra</td>\n",
       "      <td>5 St Stephen’s Shopping Centre, Park Street, H...</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Tesco Stores Ltd Tesco House, Shire park, Kest...</td>\n",
       "      <td>Spirotetramat (partial sum) 0.02 (MRL = 2)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>4935/2018</td>\n",
       "      <td>2018-01-29T00:00:00</td>\n",
       "      <td>Aubergines</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Tesco Extra</td>\n",
       "      <td>24 Downshire Road, Carneyhough, Newry BT34 1EE</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Tesco Stores Ltd Tesco House, Shire park, Kest...</td>\n",
       "      <td>acetamiprid 0.01 (MRL = 0.2)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>0725/2018</td>\n",
       "      <td>2018-01-23T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Thomas Baty ( Newcastle upon tyne) Ltd</td>\n",
       "      <td>4-8 North East Wholesale Fruit &amp; Veg Market, E...</td>\n",
       "      <td></td>\n",
       "      <td>Marineto Agricola SL Ciloma De La Melquita 94 ...</td>\n",
       "      <td>acetamiprid 0.2 (MRL = 0.2)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>0725/2018</td>\n",
       "      <td>2018-01-23T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Thomas Baty ( Newcastle upon tyne) Ltd</td>\n",
       "      <td>4-8 North East Wholesale Fruit &amp; Veg Market, E...</td>\n",
       "      <td></td>\n",
       "      <td>Marineto Agricola SL Ciloma De La Melquita 94 ...</td>\n",
       "      <td>chlorpyrifos-methyl 0.02 (MRL = 0.5)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>0725/2018</td>\n",
       "      <td>2018-01-23T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Thomas Baty ( Newcastle upon tyne) Ltd</td>\n",
       "      <td>4-8 North East Wholesale Fruit &amp; Veg Market, E...</td>\n",
       "      <td></td>\n",
       "      <td>Marineto Agricola SL Ciloma De La Melquita 94 ...</td>\n",
       "      <td>cyprodinil 0.03 (MRL = 1.5)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>0725/2018</td>\n",
       "      <td>2018-01-23T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Thomas Baty ( Newcastle upon tyne) Ltd</td>\n",
       "      <td>4-8 North East Wholesale Fruit &amp; Veg Market, E...</td>\n",
       "      <td></td>\n",
       "      <td>Marineto Agricola SL Ciloma De La Melquita 94 ...</td>\n",
       "      <td>fluopyram 0.04 (MRL = 0.9)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>0725/2018</td>\n",
       "      <td>2018-01-23T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Thomas Baty ( Newcastle upon tyne) Ltd</td>\n",
       "      <td>4-8 North East Wholesale Fruit &amp; Veg Market, E...</td>\n",
       "      <td></td>\n",
       "      <td>Marineto Agricola SL Ciloma De La Melquita 94 ...</td>\n",
       "      <td>fenpyrazamine 0.04 (MRL = 3)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>0289/2018</td>\n",
       "      <td>2018-02-05T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Total Produce Limited</td>\n",
       "      <td>Unit 1, The Food Hub, Electric Avenue, Liverpo...</td>\n",
       "      <td></td>\n",
       "      <td>Vicasol Soad Coop Andaluza, OPFH No 77, Vicaso...</td>\n",
       "      <td>n/a</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>0673/2018</td>\n",
       "      <td>2018-03-06T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Total Produce Limited</td>\n",
       "      <td>Wholesale Fruit Market, Freemens Common, Ayles...</td>\n",
       "      <td></td>\n",
       "      <td>Acrena Sat 251 El Ejido, Rambla Bernal No 6, A...</td>\n",
       "      <td>n/a</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>0673/2018</td>\n",
       "      <td>2018-03-06T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Total Produce Limited</td>\n",
       "      <td>Wholesale Fruit Market, Freemens Common, Ayles...</td>\n",
       "      <td></td>\n",
       "      <td>Acrena Sat 251 El Ejido, Rambla Bernal No 6, A...</td>\n",
       "      <td>n/a</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>67 rows × 9 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "    sample_id     date_of_sampling        description   country_of_origin  \\\n",
       "0   0587/2018  2018-02-06T00:00:00    Black Aubergine               Spain   \n",
       "1   0079/2018  2018-03-06T00:00:00          Aubergine               Spain   \n",
       "2   0126/2018  2018-02-06T00:00:00     Baby Aubergine  Dominican Republic   \n",
       "3   2764/2018  2018-02-05T00:00:00   Thelma Aubergine               Spain   \n",
       "4   4853/2018  2018-01-22T00:00:00   Thelma Aubergine               Spain   \n",
       "5   2953/2018  2018-02-05T00:00:00         Aubergines               Spain   \n",
       "6   4081/2018  2018-03-18T00:00:00          Aubergine               Spain   \n",
       "7   4752/2018  2018-01-22T00:00:00         Aubergine                Spain   \n",
       "8   4922/2018  2018-01-29T00:00:00          Aubergine               Spain   \n",
       "9   0041/2018  2018-01-23T00:00:00    Globe Aubergine               Spain   \n",
       "10  4044/2018  2018-03-05T00:00:00          Aubergine               Spain   \n",
       "11  4044/2018  2018-03-05T00:00:00          Aubergine               Spain   \n",
       "12  4044/2018  2018-03-05T00:00:00          Aubergine               Spain   \n",
       "13  4044/2018  2018-03-05T00:00:00          Aubergine               Spain   \n",
       "14  0693/2018  2018-02-20T00:00:00          Aubergine               Spain   \n",
       "15  0613/2018  2018-03-06T00:00:00          Aubergine               Spain   \n",
       "16  0613/2018  2018-03-06T00:00:00          Aubergine               Spain   \n",
       "17  0613/2018  2018-03-06T00:00:00          Aubergine               Spain   \n",
       "18  0613/2018  2018-03-06T00:00:00          Aubergine               Spain   \n",
       "19  1718/2018  2018-03-05T00:00:00          Aubergine               Spain   \n",
       "20  0073/2018  2018-01-23T00:00:00    Small Aubergine             Morocco   \n",
       "21  2751/2018  2018-01-29T00:00:00   Purple Aubergine               Spain   \n",
       "22  2798/2018  2018-01-29T00:00:00   Purple Aubergine               Spain   \n",
       "23  2798/2018  2018-01-29T00:00:00   Purple Aubergine               Spain   \n",
       "24  0016/2018  2018-03-06T00:00:00          Aubergine               Spain   \n",
       "25  0016/2018  2018-03-06T00:00:00          Aubergine               Spain   \n",
       "26  0016/2018  2018-03-06T00:00:00          Aubergine               Spain   \n",
       "27  0016/2018  2018-03-06T00:00:00          Aubergine               Spain   \n",
       "28  0016/2018  2018-03-06T00:00:00          Aubergine               Spain   \n",
       "29  0016/2018  2018-03-06T00:00:00          Aubergine               Spain   \n",
       "..        ...                  ...                ...                 ...   \n",
       "37  4763/2018  2018-01-22T00:00:00          Aubergine               Spain   \n",
       "38  4763/2018  2018-01-22T00:00:00          Aubergine               Spain   \n",
       "39  4763/2018  2018-01-22T00:00:00          Aubergine               Spain   \n",
       "40  4763/2018  2018-01-22T00:00:00          Aubergine               Spain   \n",
       "41  4803/2018  2018-01-22T00:00:00          Aubergine               Spain   \n",
       "42  0614/2018  2018-01-23T00:00:00          Aubergine               Spain   \n",
       "43  0614/2018  2018-01-23T00:00:00          Aubergine               Spain   \n",
       "44  0614/2018  2018-01-23T00:00:00          Aubergine               Spain   \n",
       "45  0614/2018  2018-01-23T00:00:00          Aubergine               Spain   \n",
       "46  0614/2018  2018-01-23T00:00:00          Aubergine               Spain   \n",
       "47  0614/2018  2018-01-23T00:00:00          Aubergine               Spain   \n",
       "48  0614/2018  2018-01-23T00:00:00          Aubergine               Spain   \n",
       "49  2817/2018  2018-02-05T00:00:00    Black Aubergine               Spain   \n",
       "50  2957/2018  2018-02-05T00:00:00          Aubergine               Spain   \n",
       "51  2904/2018  2018-02-05T00:00:00  Medium Aubergine                Spain   \n",
       "52  2904/2018  2018-02-05T00:00:00  Medium Aubergine                Spain   \n",
       "53  1634/2018  2018-02-19T00:00:00          Aubergine               Spain   \n",
       "54  2919/2018  2018-02-05T00:00:00         Aubergines               Spain   \n",
       "55  4101/2018  2018-03-19T00:00:00          Aubergine               Spain   \n",
       "56  4121/2018  2018-03-19T00:00:00          Aubergine               Spain   \n",
       "57  4121/2018  2018-03-19T00:00:00          Aubergine               Spain   \n",
       "58  4935/2018  2018-01-29T00:00:00         Aubergines               Spain   \n",
       "59  0725/2018  2018-01-23T00:00:00          Aubergine               Spain   \n",
       "60  0725/2018  2018-01-23T00:00:00          Aubergine               Spain   \n",
       "61  0725/2018  2018-01-23T00:00:00          Aubergine               Spain   \n",
       "62  0725/2018  2018-01-23T00:00:00          Aubergine               Spain   \n",
       "63  0725/2018  2018-01-23T00:00:00          Aubergine               Spain   \n",
       "64  0289/2018  2018-02-05T00:00:00          Aubergine               Spain   \n",
       "65  0673/2018  2018-03-06T00:00:00          Aubergine               Spain   \n",
       "66  0673/2018  2018-03-06T00:00:00          Aubergine               Spain   \n",
       "\n",
       "                             retail_outlet  \\\n",
       "0                              A Gomez Ltd   \n",
       "1                               A1 Veg Ltd   \n",
       "2              Akbar General Importers Ltd   \n",
       "3                                     Aldi   \n",
       "4                                     Aldi   \n",
       "5                                     Asda   \n",
       "6                                     Asda   \n",
       "7                                     Asda   \n",
       "8                                     Asda   \n",
       "9                            B Cookson Ltd   \n",
       "10                 Brothers Cash and Carry   \n",
       "11                 Brothers Cash and Carry   \n",
       "12                 Brothers Cash and Carry   \n",
       "13                 Brothers Cash and Carry   \n",
       "14                       Dennis Butler Ltd   \n",
       "15              IDS Transport (UK) Limited   \n",
       "16              IDS Transport (UK) Limited   \n",
       "17              IDS Transport (UK) Limited   \n",
       "18              IDS Transport (UK) Limited   \n",
       "19                         Marks & Spencer   \n",
       "20                           Maroc Veg Ltd   \n",
       "21                               Morrisons   \n",
       "22                               Morrisons   \n",
       "23                               Morrisons   \n",
       "24                  Peter Gilding & Co Ltd   \n",
       "25                  Peter Gilding & Co Ltd   \n",
       "26                  Peter Gilding & Co Ltd   \n",
       "27                  Peter Gilding & Co Ltd   \n",
       "28                  Peter Gilding & Co Ltd   \n",
       "29                  Peter Gilding & Co Ltd   \n",
       "..                                     ...   \n",
       "37                             Sainsbury's   \n",
       "38                             Sainsbury's   \n",
       "39                             Sainsbury's   \n",
       "40                             Sainsbury's   \n",
       "41                             Sainsbury's   \n",
       "42                       Spiers & Hartwell   \n",
       "43                       Spiers & Hartwell   \n",
       "44                       Spiers & Hartwell   \n",
       "45                       Spiers & Hartwell   \n",
       "46                       Spiers & Hartwell   \n",
       "47                       Spiers & Hartwell   \n",
       "48                       Spiers & Hartwell   \n",
       "49                                   Tesco   \n",
       "50                                   Tesco   \n",
       "51                                 Tesco     \n",
       "52                                 Tesco     \n",
       "53                             Tesco Extra   \n",
       "54                             Tesco Extra   \n",
       "55                             Tesco Extra   \n",
       "56                             Tesco Extra   \n",
       "57                             Tesco Extra   \n",
       "58                             Tesco Extra   \n",
       "59  Thomas Baty ( Newcastle upon tyne) Ltd   \n",
       "60  Thomas Baty ( Newcastle upon tyne) Ltd   \n",
       "61  Thomas Baty ( Newcastle upon tyne) Ltd   \n",
       "62  Thomas Baty ( Newcastle upon tyne) Ltd   \n",
       "63  Thomas Baty ( Newcastle upon tyne) Ltd   \n",
       "64                   Total Produce Limited   \n",
       "65                   Total Produce Limited   \n",
       "66                   Total Produce Limited   \n",
       "\n",
       "                                              address           brand_name  \\\n",
       "0   Coldharbour Lane Bridge, Canterbury, Kent CT4 5HL                        \n",
       "1   P20-P22 Produce Hall, Western International Ma...                        \n",
       "2    Stand 71, New Spitalfield Market, Leyton E10 5SQ                        \n",
       "3             Plas Coch Retail Park, Wrexham LL11 2BA  Nature's Pick Aldi    \n",
       "4                   255 Yarm Road, Darlington DL1 1BA  Nature's Pick Aldi    \n",
       "5                      Millington Road, Hayes UB3 4AZ                        \n",
       "6        80 Milngavie Road, Bearsden, Glasgow G61 2TX                        \n",
       "7   Wolstanton Retail Park, Newcastle Under Lyme S...                        \n",
       "8        80 Milngavie Road, Bearsden, Glasgow G61 2TX                        \n",
       "9               Caxton Road, Fulwood, Preston PR2 9ZB                        \n",
       "10                 31 St Helens Road, Swansea SA1 4AP                        \n",
       "11                 31 St Helens Road, Swansea SA1 4AP                        \n",
       "12                 31 St Helens Road, Swansea SA1 4AP                        \n",
       "13                 31 St Helens Road, Swansea SA1 4AP                        \n",
       "14  Unit 9, Priory Market, Henay Bootway, Priory P...                        \n",
       "15  Unit 32, Two Shires Park, Weston Road, Honeybo...                        \n",
       "16  Unit 32, Two Shires Park, Weston Road, Honeybo...                        \n",
       "17  Unit 32, Two Shires Park, Weston Road, Honeybo...                        \n",
       "18  Unit 32, Two Shires Park, Weston Road, Honeybo...                        \n",
       "19  Wolstanton Retail Park, Newcastle Under Lyme S...                 M&S    \n",
       "20  P60 Produce Hall, Western International Market...                        \n",
       "21           65 Chester Road, Ellesmere Port CH65 6RU                        \n",
       "22               St Saviours Road, Maidstone ME15 9FL                        \n",
       "23               St Saviours Road, Maidstone ME15 9FL                        \n",
       "24  Caddick Road, Knowsley Business Park, Knowlsle...                        \n",
       "25  Caddick Road, Knowsley Business Park, Knowlsle...                        \n",
       "26  Caddick Road, Knowsley Business Park, Knowlsle...                        \n",
       "27  Caddick Road, Knowsley Business Park, Knowlsle...                        \n",
       "28  Caddick Road, Knowsley Business Park, Knowlsle...                        \n",
       "29  Caddick Road, Knowsley Business Park, Knowlsle...                        \n",
       "..                                                ...                  ...   \n",
       "37               St Philips Causeway, Bristol BS4 3BD        Sainsbury's     \n",
       "38               St Philips Causeway, Bristol BS4 3BD        Sainsbury's     \n",
       "39               St Philips Causeway, Bristol BS4 3BD        Sainsbury's     \n",
       "40               St Philips Causeway, Bristol BS4 3BD        Sainsbury's     \n",
       "41                      Tritton Road, Lincoln LH6 7QN        Sainsbury's     \n",
       "42    Birmingham Road, Blackminster, Evesham WR11 7TD                        \n",
       "43    Birmingham Road, Blackminster, Evesham WR11 7TD                        \n",
       "44    Birmingham Road, Blackminster, Evesham WR11 7TD                        \n",
       "45    Birmingham Road, Blackminster, Evesham WR11 7TD                        \n",
       "46    Birmingham Road, Blackminster, Evesham WR11 7TD                        \n",
       "47    Birmingham Road, Blackminster, Evesham WR11 7TD                        \n",
       "48    Birmingham Road, Blackminster, Evesham WR11 7TD                        \n",
       "49                 St Peters Drive, Worcester WR5 3SW               Tesco    \n",
       "50               Hayes Bulls Bridge, Southall UB2 5LN               Tesco    \n",
       "51        Ashgate Road, Hucknall, Nottingham NG15 7UQ               Tesco    \n",
       "52        Ashgate Road, Hucknall, Nottingham NG15 7UQ               Tesco    \n",
       "53                   Woodfield Way, Doncaster DN4 8SN               Tesco    \n",
       "54                 Newcastle Road, Sunderland SR6 0DA               Tesco    \n",
       "55                  24 Downshire Road, Newry BT34 1EE               Tesco    \n",
       "56  5 St Stephen’s Shopping Centre, Park Street, H...               Tesco    \n",
       "57  5 St Stephen’s Shopping Centre, Park Street, H...               Tesco    \n",
       "58     24 Downshire Road, Carneyhough, Newry BT34 1EE               Tesco    \n",
       "59  4-8 North East Wholesale Fruit & Veg Market, E...                        \n",
       "60  4-8 North East Wholesale Fruit & Veg Market, E...                        \n",
       "61  4-8 North East Wholesale Fruit & Veg Market, E...                        \n",
       "62  4-8 North East Wholesale Fruit & Veg Market, E...                        \n",
       "63  4-8 North East Wholesale Fruit & Veg Market, E...                        \n",
       "64  Unit 1, The Food Hub, Electric Avenue, Liverpo...                        \n",
       "65  Wholesale Fruit Market, Freemens Common, Ayles...                        \n",
       "66  Wholesale Fruit Market, Freemens Common, Ayles...                        \n",
       "\n",
       "                                packer_/_manufacturer  \\\n",
       "0   Agricola Vasan SL Las Norias De Daza, Almeria,...   \n",
       "1   Hnos Daza Palmeno S L Paraje Los Alei Billos, ...   \n",
       "2   Exportadora Yuan Sheng Ho Calle Las Cabuyas KM...   \n",
       "3   Aldi Stores Ltd PO Box 26, Atherstone, Warwick...   \n",
       "4   Aldi Stores Ltd PO Box 26, Atherstone, Warwick...   \n",
       "5                                                       \n",
       "6                                                       \n",
       "7                                                       \n",
       "8                                                       \n",
       "9   Satagroiris GGN8436000250008, RIA 04/40629 R.G...   \n",
       "10                                                      \n",
       "11                                                      \n",
       "12                                                      \n",
       "13                                                      \n",
       "14  Marineto Agricola SL C/coma De La Mezquita 94,...   \n",
       "15  Cooperative San Isidro Labrador SCA Ctra, Pamp...   \n",
       "16  Cooperative San Isidro Labrador SCA Ctra, Pamp...   \n",
       "17  Cooperative San Isidro Labrador SCA Ctra, Pamp...   \n",
       "18  Cooperative San Isidro Labrador SCA Ctra, Pamp...   \n",
       "19  Marks & Spencer PLC PO Box 3339, Chester CH99 9QS   \n",
       "20      Immoveg S.A.R.L Sidi El Aldi-Settat, Morocco    \n",
       "21                                                      \n",
       "22                                                      \n",
       "23                                                      \n",
       "24  Unica Fresh S.L CIF 804845848 Avda Innovacion ...   \n",
       "25  Unica Fresh S.L CIF 804845848 Avda Innovacion ...   \n",
       "26  Unica Fresh S.L CIF 804845848 Avda Innovacion ...   \n",
       "27  Unica Fresh S.L CIF 804845848 Avda Innovacion ...   \n",
       "28  Unica Fresh S.L CIF 804845848 Avda Innovacion ...   \n",
       "29  Unica Fresh S.L CIF 804845848 Avda Innovacion ...   \n",
       "..                                                ...   \n",
       "37  Sainsbury's Supermarkets Ltd 33 Holborn, Londo...   \n",
       "38  Sainsbury's Supermarkets Ltd 33 Holborn, Londo...   \n",
       "39  Sainsbury's Supermarkets Ltd 33 Holborn, Londo...   \n",
       "40  Sainsbury's Supermarkets Ltd 33 Holborn, Londo...   \n",
       "41  Sainsbury's Supermarkets Ltd 33 Holborn, Londo...   \n",
       "42  Morto Fruiticola Costa de Almeria S.L. PZA. Nu...   \n",
       "43  Morto Fruiticola Costa de Almeria S.L. PZA. Nu...   \n",
       "44  Morto Fruiticola Costa de Almeria S.L. PZA. Nu...   \n",
       "45  Morto Fruiticola Costa de Almeria S.L. PZA. Nu...   \n",
       "46  Morto Fruiticola Costa de Almeria S.L. PZA. Nu...   \n",
       "47  Morto Fruiticola Costa de Almeria S.L. PZA. Nu...   \n",
       "48  Morto Fruiticola Costa de Almeria S.L. PZA. Nu...   \n",
       "49  Tesco Stores Ltd Tesco House, Shire park, Kest...   \n",
       "50  Tesco Stores Ltd Tesco House, Shire park, Kest...   \n",
       "51  Tesco Stores Ltd Tesco House, Shire park, Kest...   \n",
       "52  Tesco Stores Ltd Tesco House, Shire park, Kest...   \n",
       "53  Tesco Stores Ltd Tesco House, Shire park, Kest...   \n",
       "54  Tesco Stores Ltd Tesco House, Shire park, Kest...   \n",
       "55  Tesco Stores Ltd Tesco House, Shire park, Kest...   \n",
       "56  Tesco Stores Ltd Tesco House, Shire park, Kest...   \n",
       "57  Tesco Stores Ltd Tesco House, Shire park, Kest...   \n",
       "58  Tesco Stores Ltd Tesco House, Shire park, Kest...   \n",
       "59  Marineto Agricola SL Ciloma De La Melquita 94 ...   \n",
       "60  Marineto Agricola SL Ciloma De La Melquita 94 ...   \n",
       "61  Marineto Agricola SL Ciloma De La Melquita 94 ...   \n",
       "62  Marineto Agricola SL Ciloma De La Melquita 94 ...   \n",
       "63  Marineto Agricola SL Ciloma De La Melquita 94 ...   \n",
       "64  Vicasol Soad Coop Andaluza, OPFH No 77, Vicaso...   \n",
       "65  Acrena Sat 251 El Ejido, Rambla Bernal No 6, A...   \n",
       "66  Acrena Sat 251 El Ejido, Rambla Bernal No 6, A...   \n",
       "\n",
       "       pesticide_residues_found_in_mg/kg_(mrl)  \n",
       "0   Spirotetramat (partial sum) 0.03 (MRL = 2)  \n",
       "1                                          n/a  \n",
       "2                                          n/a  \n",
       "3                                          n/a  \n",
       "4                                          n/a  \n",
       "5                                          n/a  \n",
       "6                                          n/a  \n",
       "7                   fluopyram 0.01 (MRL = 0.9)  \n",
       "8                 fenpyrazamine 0.02 (MRL = 3)  \n",
       "9                   fluopyram 0.05 (MRL = 0.9)  \n",
       "10                acetamiprid 0.03 (MRL = 0.2)  \n",
       "11                 cyprodinil 0.04 (MRL = 1.5)  \n",
       "12                fludioxonil 0.02 (MRL = 0.4)  \n",
       "13                fenpyrazamine 0.07 (MRL = 3)  \n",
       "14                thiacloprid 0.02 (MRL = 0.7)  \n",
       "15                acetamiprid 0.04 (MRL = 0.2)  \n",
       "16               chlorothalonil 0.03 (MRL = 6)  \n",
       "17                  cyprodinil 0.1 (MRL = 1.5)  \n",
       "18                fludioxonil 0.03 (MRL = 0.4)  \n",
       "19                 pyrimethanil 0.09 (MRL = 1)  \n",
       "20             dithiocarbamates 0.07 (MRL = 3)  \n",
       "21  Spirotetramat (partial sum) 0.02 (MRL = 2)  \n",
       "22                acetamiprid 0.04 (MRL = 0.2)  \n",
       "23               chlorothalonil 0.03 (MRL = 6)  \n",
       "24                acetamiprid 0.01 (MRL = 0.2)  \n",
       "25               chlorothalonil 0.06 (MRL = 6)  \n",
       "26                 cyprodinil 0.07 (MRL = 1.5)  \n",
       "27         cypermethrin (sum) 0.02 (MRL = 0.5)  \n",
       "28             dithiocarbamates 0.09 (MRL = 3)  \n",
       "29                fludioxonil 0.02 (MRL = 0.4)  \n",
       "..                                         ...  \n",
       "37                 acetamiprid 0.1 (MRL = 0.2)  \n",
       "38              fenpyroximate 0.01 (MRL = 0.2)  \n",
       "39                  fluopyram 0.01 (MRL = 0.9)  \n",
       "40                 pyriproxifen 0.03 (MRL = 1)  \n",
       "41                fenpyrazamine 0.02 (MRL = 3)  \n",
       "42              diethofencarb 0.03 (MRL = 0.7)  \n",
       "43               deltamethrin 0.02 (MRL = 0.4)  \n",
       "44                fenpyrazamine 0.02 (MRL = 3)  \n",
       "45         lambda-cyhalothrin 0.02 (MRL = 0.5)  \n",
       "46               MCPA (sum) 0.02 (MRL = 0.05*)  \n",
       "47                  pyrimethanil 0.4 (MRL = 1)  \n",
       "48               thiamethoxam 0.07 (MRL = 0.2)  \n",
       "49                                         n/a  \n",
       "50                                         n/a  \n",
       "51                acetamiprid 0.01 (MRL = 0.2)  \n",
       "52                 cyprodinil 0.02 (MRL = 1.5)  \n",
       "53                                         n/a  \n",
       "54                                         n/a  \n",
       "55                 cyprodinil 0.03 (MRL = 1.5)  \n",
       "56                 cyprodinil 0.02 (MRL = 1.5)  \n",
       "57  Spirotetramat (partial sum) 0.02 (MRL = 2)  \n",
       "58                acetamiprid 0.01 (MRL = 0.2)  \n",
       "59                 acetamiprid 0.2 (MRL = 0.2)  \n",
       "60        chlorpyrifos-methyl 0.02 (MRL = 0.5)  \n",
       "61                 cyprodinil 0.03 (MRL = 1.5)  \n",
       "62                  fluopyram 0.04 (MRL = 0.9)  \n",
       "63                fenpyrazamine 0.04 (MRL = 3)  \n",
       "64                                         n/a  \n",
       "65                                         n/a  \n",
       "66                                         n/a  \n",
       "\n",
       "[67 rows x 9 columns]"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#splitting the amount detected, name of chem and mrl\n",
    "\n",
    "# df['pesticide_residues_found_in_mg/kg_(mrl)']\n",
    "df.replace({'None were detected above the set RL': 'n/a'}, regex=True, inplace=True)\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0     Spirotetramat (partial sum) 0.03 (MRL = 2)\n",
       "1                                            n/a\n",
       "2                                            n/a\n",
       "3                                            n/a\n",
       "4                                            n/a\n",
       "5                                            n/a\n",
       "6                                            n/a\n",
       "7                     fluopyram 0.01 (MRL = 0.9)\n",
       "8                   fenpyrazamine 0.02 (MRL = 3)\n",
       "9                     fluopyram 0.05 (MRL = 0.9)\n",
       "10                  acetamiprid 0.03 (MRL = 0.2)\n",
       "11                   cyprodinil 0.04 (MRL = 1.5)\n",
       "12                  fludioxonil 0.02 (MRL = 0.4)\n",
       "13                  fenpyrazamine 0.07 (MRL = 3)\n",
       "14                  thiacloprid 0.02 (MRL = 0.7)\n",
       "15                  acetamiprid 0.04 (MRL = 0.2)\n",
       "16                 chlorothalonil 0.03 (MRL = 6)\n",
       "17                    cyprodinil 0.1 (MRL = 1.5)\n",
       "18                  fludioxonil 0.03 (MRL = 0.4)\n",
       "19                   pyrimethanil 0.09 (MRL = 1)\n",
       "Name: pesticide_residues_found_in_mg/kg_(mrl), dtype: object"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df['pesticide_residues_found_in_mg/kg_(mrl)'].head(20)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>0</th>\n",
       "      <th>1</th>\n",
       "      <th>2</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Spirotetramat (partial sum)</td>\n",
       "      <td>0.03</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>fluopyram</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>fenpyrazamine</td>\n",
       "      <td>0.02</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>fluopyram</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>acetamiprid</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>cyprodinil</td>\n",
       "      <td>0.04</td>\n",
       "      <td>1.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>fludioxonil</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>fenpyrazamine</td>\n",
       "      <td>0.07</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>thiacloprid</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>acetamiprid</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>chlorothalonil</td>\n",
       "      <td>0.03</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>cyprodinil</td>\n",
       "      <td>0.1</td>\n",
       "      <td>1.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>fludioxonil</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>pyrimethanil</td>\n",
       "      <td>0.09</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>dithiocarbamates</td>\n",
       "      <td>0.07</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>Spirotetramat (partial sum)</td>\n",
       "      <td>0.02</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>acetamiprid</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>chlorothalonil</td>\n",
       "      <td>0.03</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>acetamiprid</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>chlorothalonil</td>\n",
       "      <td>0.06</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>cyprodinil</td>\n",
       "      <td>0.07</td>\n",
       "      <td>1.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>cypermethrin (sum)</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>dithiocarbamates</td>\n",
       "      <td>0.09</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>fludioxonil</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>acetamiprid</td>\n",
       "      <td>0.1</td>\n",
       "      <td>0.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>fenpyroximate</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>fluopyram</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>pyriproxifen</td>\n",
       "      <td>0.03</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>fenpyrazamine</td>\n",
       "      <td>0.02</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>diethofencarb</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>deltamethrin</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>fenpyrazamine</td>\n",
       "      <td>0.02</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>lambda-cyhalothrin</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>pyrimethanil</td>\n",
       "      <td>0.4</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>thiamethoxam</td>\n",
       "      <td>0.07</td>\n",
       "      <td>0.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>acetamiprid</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>cyprodinil</td>\n",
       "      <td>0.02</td>\n",
       "      <td>1.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>cyprodinil</td>\n",
       "      <td>0.03</td>\n",
       "      <td>1.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>cyprodinil</td>\n",
       "      <td>0.02</td>\n",
       "      <td>1.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>Spirotetramat (partial sum)</td>\n",
       "      <td>0.02</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>acetamiprid</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>acetamiprid</td>\n",
       "      <td>0.2</td>\n",
       "      <td>0.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>chlorpyrifos-methyl</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>cyprodinil</td>\n",
       "      <td>0.03</td>\n",
       "      <td>1.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>fluopyram</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>fenpyrazamine</td>\n",
       "      <td>0.04</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>67 rows × 3 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                              0     1    2\n",
       "0   Spirotetramat (partial sum)  0.03    2\n",
       "1                           NaN   NaN  NaN\n",
       "2                           NaN   NaN  NaN\n",
       "3                           NaN   NaN  NaN\n",
       "4                           NaN   NaN  NaN\n",
       "5                           NaN   NaN  NaN\n",
       "6                           NaN   NaN  NaN\n",
       "7                     fluopyram  0.01  0.9\n",
       "8                 fenpyrazamine  0.02    3\n",
       "9                     fluopyram  0.05  0.9\n",
       "10                  acetamiprid  0.03  0.2\n",
       "11                   cyprodinil  0.04  1.5\n",
       "12                  fludioxonil  0.02  0.4\n",
       "13                fenpyrazamine  0.07    3\n",
       "14                  thiacloprid  0.02  0.7\n",
       "15                  acetamiprid  0.04  0.2\n",
       "16               chlorothalonil  0.03    6\n",
       "17                   cyprodinil   0.1  1.5\n",
       "18                  fludioxonil  0.03  0.4\n",
       "19                 pyrimethanil  0.09    1\n",
       "20             dithiocarbamates  0.07    3\n",
       "21  Spirotetramat (partial sum)  0.02    2\n",
       "22                  acetamiprid  0.04  0.2\n",
       "23               chlorothalonil  0.03    6\n",
       "24                  acetamiprid  0.01  0.2\n",
       "25               chlorothalonil  0.06    6\n",
       "26                   cyprodinil  0.07  1.5\n",
       "27           cypermethrin (sum)  0.02  0.5\n",
       "28             dithiocarbamates  0.09    3\n",
       "29                  fludioxonil  0.02  0.4\n",
       "..                          ...   ...  ...\n",
       "37                  acetamiprid   0.1  0.2\n",
       "38                fenpyroximate  0.01  0.2\n",
       "39                    fluopyram  0.01  0.9\n",
       "40                 pyriproxifen  0.03    1\n",
       "41                fenpyrazamine  0.02    3\n",
       "42                diethofencarb  0.03  0.7\n",
       "43                 deltamethrin  0.02  0.4\n",
       "44                fenpyrazamine  0.02    3\n",
       "45           lambda-cyhalothrin  0.02  0.5\n",
       "46                          NaN   NaN  NaN\n",
       "47                 pyrimethanil   0.4    1\n",
       "48                 thiamethoxam  0.07  0.2\n",
       "49                          NaN   NaN  NaN\n",
       "50                          NaN   NaN  NaN\n",
       "51                  acetamiprid  0.01  0.2\n",
       "52                   cyprodinil  0.02  1.5\n",
       "53                          NaN   NaN  NaN\n",
       "54                          NaN   NaN  NaN\n",
       "55                   cyprodinil  0.03  1.5\n",
       "56                   cyprodinil  0.02  1.5\n",
       "57  Spirotetramat (partial sum)  0.02    2\n",
       "58                  acetamiprid  0.01  0.2\n",
       "59                  acetamiprid   0.2  0.2\n",
       "60          chlorpyrifos-methyl  0.02  0.5\n",
       "61                   cyprodinil  0.03  1.5\n",
       "62                    fluopyram  0.04  0.9\n",
       "63                fenpyrazamine  0.04    3\n",
       "64                          NaN   NaN  NaN\n",
       "65                          NaN   NaN  NaN\n",
       "66                          NaN   NaN  NaN\n",
       "\n",
       "[67 rows x 3 columns]"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# df['pesticide_residues_found_in_mg/kg_(mrl)'].str.extract(r'(?P<mrl>\\(MRL = \\d.?\\d+?\\))') ## this works \n",
    "# df['pesticide_residues_found_in_mg/kg_(mrl)'].str.extract(r'(?P<mrl>\\d+\\.?\\d+?)')\n",
    "#(?P<chem_detected>^\\w+\\b[^0-9])\n",
    "#(r'(?P<mrl>\\((MRL = )(\\d+.?\\d*?)\\))')\n",
    "# s.str.extract(r'(?P<letter>[ab])(?P<digit>\\d)')                                                                     \n",
    "# df.row.str.extract('(?P<fips>\\d{5})((?P<state>[A-Z ]*$)|(?P<county>.*?), (?P<state_code>[A-Z]{2}$))')\n",
    "\n",
    "\n",
    "df2=df['pesticide_residues_found_in_mg/kg_(mrl)'].str.extract(r'(.*)\\s(\\d[\\d.]*)\\s+\\(MRL\\s*=\\s*(\\d[\\d.]*)\\)')\n",
    "df2\n",
    "# df['mrl']=df['pesticide_residues_found_in_mg/kg_(mrl)'].str.split('(', n=-1, expand=True)\n",
    "# df['ad'] = df['pesticide_residues_found_in_mg/kg_(mrl)'].str.split(' ', n=1, expand=True)\n",
    "# df[\"chemical_detected\"],df['amount_detected'],\n",
    "# df.mrl\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>sample_id</th>\n",
       "      <th>date_of_sampling</th>\n",
       "      <th>description</th>\n",
       "      <th>country_of_origin</th>\n",
       "      <th>retail_outlet</th>\n",
       "      <th>address</th>\n",
       "      <th>brand_name</th>\n",
       "      <th>packer_/_manufacturer</th>\n",
       "      <th>pesticide_residues_found_in_mg/kg_(mrl)</th>\n",
       "      <th>0</th>\n",
       "      <th>1</th>\n",
       "      <th>2</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0587/2018</td>\n",
       "      <td>2018-02-06T00:00:00</td>\n",
       "      <td>Black Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>A Gomez Ltd</td>\n",
       "      <td>Coldharbour Lane Bridge, Canterbury, Kent CT4 5HL</td>\n",
       "      <td></td>\n",
       "      <td>Agricola Vasan SL Las Norias De Daza, Almeria,...</td>\n",
       "      <td>Spirotetramat (partial sum) 0.03 (MRL = 2)</td>\n",
       "      <td>Spirotetramat (partial sum)</td>\n",
       "      <td>0.03</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0079/2018</td>\n",
       "      <td>2018-03-06T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>A1 Veg Ltd</td>\n",
       "      <td>P20-P22 Produce Hall, Western International Ma...</td>\n",
       "      <td></td>\n",
       "      <td>Hnos Daza Palmeno S L Paraje Los Alei Billos, ...</td>\n",
       "      <td>n/a</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0126/2018</td>\n",
       "      <td>2018-02-06T00:00:00</td>\n",
       "      <td>Baby Aubergine</td>\n",
       "      <td>Dominican Republic</td>\n",
       "      <td>Akbar General Importers Ltd</td>\n",
       "      <td>Stand 71, New Spitalfield Market, Leyton E10 5SQ</td>\n",
       "      <td></td>\n",
       "      <td>Exportadora Yuan Sheng Ho Calle Las Cabuyas KM...</td>\n",
       "      <td>n/a</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2764/2018</td>\n",
       "      <td>2018-02-05T00:00:00</td>\n",
       "      <td>Thelma Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Aldi</td>\n",
       "      <td>Plas Coch Retail Park, Wrexham LL11 2BA</td>\n",
       "      <td>Nature's Pick Aldi</td>\n",
       "      <td>Aldi Stores Ltd PO Box 26, Atherstone, Warwick...</td>\n",
       "      <td>n/a</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4853/2018</td>\n",
       "      <td>2018-01-22T00:00:00</td>\n",
       "      <td>Thelma Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Aldi</td>\n",
       "      <td>255 Yarm Road, Darlington DL1 1BA</td>\n",
       "      <td>Nature's Pick Aldi</td>\n",
       "      <td>Aldi Stores Ltd PO Box 26, Atherstone, Warwick...</td>\n",
       "      <td>n/a</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>2953/2018</td>\n",
       "      <td>2018-02-05T00:00:00</td>\n",
       "      <td>Aubergines</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Asda</td>\n",
       "      <td>Millington Road, Hayes UB3 4AZ</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>n/a</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>4081/2018</td>\n",
       "      <td>2018-03-18T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Asda</td>\n",
       "      <td>80 Milngavie Road, Bearsden, Glasgow G61 2TX</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>n/a</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>4752/2018</td>\n",
       "      <td>2018-01-22T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Asda</td>\n",
       "      <td>Wolstanton Retail Park, Newcastle Under Lyme S...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>fluopyram 0.01 (MRL = 0.9)</td>\n",
       "      <td>fluopyram</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>4922/2018</td>\n",
       "      <td>2018-01-29T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Asda</td>\n",
       "      <td>80 Milngavie Road, Bearsden, Glasgow G61 2TX</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>fenpyrazamine 0.02 (MRL = 3)</td>\n",
       "      <td>fenpyrazamine</td>\n",
       "      <td>0.02</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>0041/2018</td>\n",
       "      <td>2018-01-23T00:00:00</td>\n",
       "      <td>Globe Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>B Cookson Ltd</td>\n",
       "      <td>Caxton Road, Fulwood, Preston PR2 9ZB</td>\n",
       "      <td></td>\n",
       "      <td>Satagroiris GGN8436000250008, RIA 04/40629 R.G...</td>\n",
       "      <td>fluopyram 0.05 (MRL = 0.9)</td>\n",
       "      <td>fluopyram</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>4044/2018</td>\n",
       "      <td>2018-03-05T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Brothers Cash and Carry</td>\n",
       "      <td>31 St Helens Road, Swansea SA1 4AP</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>acetamiprid 0.03 (MRL = 0.2)</td>\n",
       "      <td>acetamiprid</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>4044/2018</td>\n",
       "      <td>2018-03-05T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Brothers Cash and Carry</td>\n",
       "      <td>31 St Helens Road, Swansea SA1 4AP</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>cyprodinil 0.04 (MRL = 1.5)</td>\n",
       "      <td>cyprodinil</td>\n",
       "      <td>0.04</td>\n",
       "      <td>1.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>4044/2018</td>\n",
       "      <td>2018-03-05T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Brothers Cash and Carry</td>\n",
       "      <td>31 St Helens Road, Swansea SA1 4AP</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>fludioxonil 0.02 (MRL = 0.4)</td>\n",
       "      <td>fludioxonil</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>4044/2018</td>\n",
       "      <td>2018-03-05T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Brothers Cash and Carry</td>\n",
       "      <td>31 St Helens Road, Swansea SA1 4AP</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>fenpyrazamine 0.07 (MRL = 3)</td>\n",
       "      <td>fenpyrazamine</td>\n",
       "      <td>0.07</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>0693/2018</td>\n",
       "      <td>2018-02-20T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Dennis Butler Ltd</td>\n",
       "      <td>Unit 9, Priory Market, Henay Bootway, Priory P...</td>\n",
       "      <td></td>\n",
       "      <td>Marineto Agricola SL C/coma De La Mezquita 94,...</td>\n",
       "      <td>thiacloprid 0.02 (MRL = 0.7)</td>\n",
       "      <td>thiacloprid</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>0613/2018</td>\n",
       "      <td>2018-03-06T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>IDS Transport (UK) Limited</td>\n",
       "      <td>Unit 32, Two Shires Park, Weston Road, Honeybo...</td>\n",
       "      <td></td>\n",
       "      <td>Cooperative San Isidro Labrador SCA Ctra, Pamp...</td>\n",
       "      <td>acetamiprid 0.04 (MRL = 0.2)</td>\n",
       "      <td>acetamiprid</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>0613/2018</td>\n",
       "      <td>2018-03-06T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>IDS Transport (UK) Limited</td>\n",
       "      <td>Unit 32, Two Shires Park, Weston Road, Honeybo...</td>\n",
       "      <td></td>\n",
       "      <td>Cooperative San Isidro Labrador SCA Ctra, Pamp...</td>\n",
       "      <td>chlorothalonil 0.03 (MRL = 6)</td>\n",
       "      <td>chlorothalonil</td>\n",
       "      <td>0.03</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>0613/2018</td>\n",
       "      <td>2018-03-06T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>IDS Transport (UK) Limited</td>\n",
       "      <td>Unit 32, Two Shires Park, Weston Road, Honeybo...</td>\n",
       "      <td></td>\n",
       "      <td>Cooperative San Isidro Labrador SCA Ctra, Pamp...</td>\n",
       "      <td>cyprodinil 0.1 (MRL = 1.5)</td>\n",
       "      <td>cyprodinil</td>\n",
       "      <td>0.1</td>\n",
       "      <td>1.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>0613/2018</td>\n",
       "      <td>2018-03-06T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>IDS Transport (UK) Limited</td>\n",
       "      <td>Unit 32, Two Shires Park, Weston Road, Honeybo...</td>\n",
       "      <td></td>\n",
       "      <td>Cooperative San Isidro Labrador SCA Ctra, Pamp...</td>\n",
       "      <td>fludioxonil 0.03 (MRL = 0.4)</td>\n",
       "      <td>fludioxonil</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>1718/2018</td>\n",
       "      <td>2018-03-05T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Marks &amp; Spencer</td>\n",
       "      <td>Wolstanton Retail Park, Newcastle Under Lyme S...</td>\n",
       "      <td>M&amp;S</td>\n",
       "      <td>Marks &amp; Spencer PLC PO Box 3339, Chester CH99 9QS</td>\n",
       "      <td>pyrimethanil 0.09 (MRL = 1)</td>\n",
       "      <td>pyrimethanil</td>\n",
       "      <td>0.09</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>0073/2018</td>\n",
       "      <td>2018-01-23T00:00:00</td>\n",
       "      <td>Small Aubergine</td>\n",
       "      <td>Morocco</td>\n",
       "      <td>Maroc Veg Ltd</td>\n",
       "      <td>P60 Produce Hall, Western International Market...</td>\n",
       "      <td></td>\n",
       "      <td>Immoveg S.A.R.L Sidi El Aldi-Settat, Morocco</td>\n",
       "      <td>dithiocarbamates 0.07 (MRL = 3)</td>\n",
       "      <td>dithiocarbamates</td>\n",
       "      <td>0.07</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>2751/2018</td>\n",
       "      <td>2018-01-29T00:00:00</td>\n",
       "      <td>Purple Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Morrisons</td>\n",
       "      <td>65 Chester Road, Ellesmere Port CH65 6RU</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>Spirotetramat (partial sum) 0.02 (MRL = 2)</td>\n",
       "      <td>Spirotetramat (partial sum)</td>\n",
       "      <td>0.02</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>2798/2018</td>\n",
       "      <td>2018-01-29T00:00:00</td>\n",
       "      <td>Purple Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Morrisons</td>\n",
       "      <td>St Saviours Road, Maidstone ME15 9FL</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>acetamiprid 0.04 (MRL = 0.2)</td>\n",
       "      <td>acetamiprid</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>2798/2018</td>\n",
       "      <td>2018-01-29T00:00:00</td>\n",
       "      <td>Purple Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Morrisons</td>\n",
       "      <td>St Saviours Road, Maidstone ME15 9FL</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>chlorothalonil 0.03 (MRL = 6)</td>\n",
       "      <td>chlorothalonil</td>\n",
       "      <td>0.03</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>0016/2018</td>\n",
       "      <td>2018-03-06T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Peter Gilding &amp; Co Ltd</td>\n",
       "      <td>Caddick Road, Knowsley Business Park, Knowlsle...</td>\n",
       "      <td></td>\n",
       "      <td>Unica Fresh S.L CIF 804845848 Avda Innovacion ...</td>\n",
       "      <td>acetamiprid 0.01 (MRL = 0.2)</td>\n",
       "      <td>acetamiprid</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>0016/2018</td>\n",
       "      <td>2018-03-06T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Peter Gilding &amp; Co Ltd</td>\n",
       "      <td>Caddick Road, Knowsley Business Park, Knowlsle...</td>\n",
       "      <td></td>\n",
       "      <td>Unica Fresh S.L CIF 804845848 Avda Innovacion ...</td>\n",
       "      <td>chlorothalonil 0.06 (MRL = 6)</td>\n",
       "      <td>chlorothalonil</td>\n",
       "      <td>0.06</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>0016/2018</td>\n",
       "      <td>2018-03-06T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Peter Gilding &amp; Co Ltd</td>\n",
       "      <td>Caddick Road, Knowsley Business Park, Knowlsle...</td>\n",
       "      <td></td>\n",
       "      <td>Unica Fresh S.L CIF 804845848 Avda Innovacion ...</td>\n",
       "      <td>cyprodinil 0.07 (MRL = 1.5)</td>\n",
       "      <td>cyprodinil</td>\n",
       "      <td>0.07</td>\n",
       "      <td>1.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>0016/2018</td>\n",
       "      <td>2018-03-06T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Peter Gilding &amp; Co Ltd</td>\n",
       "      <td>Caddick Road, Knowsley Business Park, Knowlsle...</td>\n",
       "      <td></td>\n",
       "      <td>Unica Fresh S.L CIF 804845848 Avda Innovacion ...</td>\n",
       "      <td>cypermethrin (sum) 0.02 (MRL = 0.5)</td>\n",
       "      <td>cypermethrin (sum)</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>0016/2018</td>\n",
       "      <td>2018-03-06T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Peter Gilding &amp; Co Ltd</td>\n",
       "      <td>Caddick Road, Knowsley Business Park, Knowlsle...</td>\n",
       "      <td></td>\n",
       "      <td>Unica Fresh S.L CIF 804845848 Avda Innovacion ...</td>\n",
       "      <td>dithiocarbamates 0.09 (MRL = 3)</td>\n",
       "      <td>dithiocarbamates</td>\n",
       "      <td>0.09</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>0016/2018</td>\n",
       "      <td>2018-03-06T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Peter Gilding &amp; Co Ltd</td>\n",
       "      <td>Caddick Road, Knowsley Business Park, Knowlsle...</td>\n",
       "      <td></td>\n",
       "      <td>Unica Fresh S.L CIF 804845848 Avda Innovacion ...</td>\n",
       "      <td>fludioxonil 0.02 (MRL = 0.4)</td>\n",
       "      <td>fludioxonil</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.4</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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>4763/2018</td>\n",
       "      <td>2018-01-22T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Sainsbury's</td>\n",
       "      <td>St Philips Causeway, Bristol BS4 3BD</td>\n",
       "      <td>Sainsbury's</td>\n",
       "      <td>Sainsbury's Supermarkets Ltd 33 Holborn, Londo...</td>\n",
       "      <td>acetamiprid 0.1 (MRL = 0.2)</td>\n",
       "      <td>acetamiprid</td>\n",
       "      <td>0.1</td>\n",
       "      <td>0.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>4763/2018</td>\n",
       "      <td>2018-01-22T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Sainsbury's</td>\n",
       "      <td>St Philips Causeway, Bristol BS4 3BD</td>\n",
       "      <td>Sainsbury's</td>\n",
       "      <td>Sainsbury's Supermarkets Ltd 33 Holborn, Londo...</td>\n",
       "      <td>fenpyroximate 0.01 (MRL = 0.2)</td>\n",
       "      <td>fenpyroximate</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>4763/2018</td>\n",
       "      <td>2018-01-22T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Sainsbury's</td>\n",
       "      <td>St Philips Causeway, Bristol BS4 3BD</td>\n",
       "      <td>Sainsbury's</td>\n",
       "      <td>Sainsbury's Supermarkets Ltd 33 Holborn, Londo...</td>\n",
       "      <td>fluopyram 0.01 (MRL = 0.9)</td>\n",
       "      <td>fluopyram</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>4763/2018</td>\n",
       "      <td>2018-01-22T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Sainsbury's</td>\n",
       "      <td>St Philips Causeway, Bristol BS4 3BD</td>\n",
       "      <td>Sainsbury's</td>\n",
       "      <td>Sainsbury's Supermarkets Ltd 33 Holborn, Londo...</td>\n",
       "      <td>pyriproxifen 0.03 (MRL = 1)</td>\n",
       "      <td>pyriproxifen</td>\n",
       "      <td>0.03</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>4803/2018</td>\n",
       "      <td>2018-01-22T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Sainsbury's</td>\n",
       "      <td>Tritton Road, Lincoln LH6 7QN</td>\n",
       "      <td>Sainsbury's</td>\n",
       "      <td>Sainsbury's Supermarkets Ltd 33 Holborn, Londo...</td>\n",
       "      <td>fenpyrazamine 0.02 (MRL = 3)</td>\n",
       "      <td>fenpyrazamine</td>\n",
       "      <td>0.02</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>0614/2018</td>\n",
       "      <td>2018-01-23T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Spiers &amp; Hartwell</td>\n",
       "      <td>Birmingham Road, Blackminster, Evesham WR11 7TD</td>\n",
       "      <td></td>\n",
       "      <td>Morto Fruiticola Costa de Almeria S.L. PZA. Nu...</td>\n",
       "      <td>diethofencarb 0.03 (MRL = 0.7)</td>\n",
       "      <td>diethofencarb</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>0614/2018</td>\n",
       "      <td>2018-01-23T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Spiers &amp; Hartwell</td>\n",
       "      <td>Birmingham Road, Blackminster, Evesham WR11 7TD</td>\n",
       "      <td></td>\n",
       "      <td>Morto Fruiticola Costa de Almeria S.L. PZA. Nu...</td>\n",
       "      <td>deltamethrin 0.02 (MRL = 0.4)</td>\n",
       "      <td>deltamethrin</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>0614/2018</td>\n",
       "      <td>2018-01-23T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Spiers &amp; Hartwell</td>\n",
       "      <td>Birmingham Road, Blackminster, Evesham WR11 7TD</td>\n",
       "      <td></td>\n",
       "      <td>Morto Fruiticola Costa de Almeria S.L. PZA. Nu...</td>\n",
       "      <td>fenpyrazamine 0.02 (MRL = 3)</td>\n",
       "      <td>fenpyrazamine</td>\n",
       "      <td>0.02</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>0614/2018</td>\n",
       "      <td>2018-01-23T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Spiers &amp; Hartwell</td>\n",
       "      <td>Birmingham Road, Blackminster, Evesham WR11 7TD</td>\n",
       "      <td></td>\n",
       "      <td>Morto Fruiticola Costa de Almeria S.L. PZA. Nu...</td>\n",
       "      <td>lambda-cyhalothrin 0.02 (MRL = 0.5)</td>\n",
       "      <td>lambda-cyhalothrin</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>0614/2018</td>\n",
       "      <td>2018-01-23T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Spiers &amp; Hartwell</td>\n",
       "      <td>Birmingham Road, Blackminster, Evesham WR11 7TD</td>\n",
       "      <td></td>\n",
       "      <td>Morto Fruiticola Costa de Almeria S.L. PZA. Nu...</td>\n",
       "      <td>MCPA (sum) 0.02 (MRL = 0.05*)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>0614/2018</td>\n",
       "      <td>2018-01-23T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Spiers &amp; Hartwell</td>\n",
       "      <td>Birmingham Road, Blackminster, Evesham WR11 7TD</td>\n",
       "      <td></td>\n",
       "      <td>Morto Fruiticola Costa de Almeria S.L. PZA. Nu...</td>\n",
       "      <td>pyrimethanil 0.4 (MRL = 1)</td>\n",
       "      <td>pyrimethanil</td>\n",
       "      <td>0.4</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>0614/2018</td>\n",
       "      <td>2018-01-23T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Spiers &amp; Hartwell</td>\n",
       "      <td>Birmingham Road, Blackminster, Evesham WR11 7TD</td>\n",
       "      <td></td>\n",
       "      <td>Morto Fruiticola Costa de Almeria S.L. PZA. Nu...</td>\n",
       "      <td>thiamethoxam 0.07 (MRL = 0.2)</td>\n",
       "      <td>thiamethoxam</td>\n",
       "      <td>0.07</td>\n",
       "      <td>0.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>2817/2018</td>\n",
       "      <td>2018-02-05T00:00:00</td>\n",
       "      <td>Black Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>St Peters Drive, Worcester WR5 3SW</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Tesco Stores Ltd Tesco House, Shire park, Kest...</td>\n",
       "      <td>n/a</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>2957/2018</td>\n",
       "      <td>2018-02-05T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Hayes Bulls Bridge, Southall UB2 5LN</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Tesco Stores Ltd Tesco House, Shire park, Kest...</td>\n",
       "      <td>n/a</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>2904/2018</td>\n",
       "      <td>2018-02-05T00:00:00</td>\n",
       "      <td>Medium Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Ashgate Road, Hucknall, Nottingham NG15 7UQ</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Tesco Stores Ltd Tesco House, Shire park, Kest...</td>\n",
       "      <td>acetamiprid 0.01 (MRL = 0.2)</td>\n",
       "      <td>acetamiprid</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>2904/2018</td>\n",
       "      <td>2018-02-05T00:00:00</td>\n",
       "      <td>Medium Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Ashgate Road, Hucknall, Nottingham NG15 7UQ</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Tesco Stores Ltd Tesco House, Shire park, Kest...</td>\n",
       "      <td>cyprodinil 0.02 (MRL = 1.5)</td>\n",
       "      <td>cyprodinil</td>\n",
       "      <td>0.02</td>\n",
       "      <td>1.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>1634/2018</td>\n",
       "      <td>2018-02-19T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Tesco Extra</td>\n",
       "      <td>Woodfield Way, Doncaster DN4 8SN</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Tesco Stores Ltd Tesco House, Shire park, Kest...</td>\n",
       "      <td>n/a</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>2919/2018</td>\n",
       "      <td>2018-02-05T00:00:00</td>\n",
       "      <td>Aubergines</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Tesco Extra</td>\n",
       "      <td>Newcastle Road, Sunderland SR6 0DA</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Tesco Stores Ltd Tesco House, Shire park, Kest...</td>\n",
       "      <td>n/a</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>4101/2018</td>\n",
       "      <td>2018-03-19T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Tesco Extra</td>\n",
       "      <td>24 Downshire Road, Newry BT34 1EE</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Tesco Stores Ltd Tesco House, Shire park, Kest...</td>\n",
       "      <td>cyprodinil 0.03 (MRL = 1.5)</td>\n",
       "      <td>cyprodinil</td>\n",
       "      <td>0.03</td>\n",
       "      <td>1.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>4121/2018</td>\n",
       "      <td>2018-03-19T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Tesco Extra</td>\n",
       "      <td>5 St Stephen’s Shopping Centre, Park Street, H...</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Tesco Stores Ltd Tesco House, Shire park, Kest...</td>\n",
       "      <td>cyprodinil 0.02 (MRL = 1.5)</td>\n",
       "      <td>cyprodinil</td>\n",
       "      <td>0.02</td>\n",
       "      <td>1.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>4121/2018</td>\n",
       "      <td>2018-03-19T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Tesco Extra</td>\n",
       "      <td>5 St Stephen’s Shopping Centre, Park Street, H...</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Tesco Stores Ltd Tesco House, Shire park, Kest...</td>\n",
       "      <td>Spirotetramat (partial sum) 0.02 (MRL = 2)</td>\n",
       "      <td>Spirotetramat (partial sum)</td>\n",
       "      <td>0.02</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>4935/2018</td>\n",
       "      <td>2018-01-29T00:00:00</td>\n",
       "      <td>Aubergines</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Tesco Extra</td>\n",
       "      <td>24 Downshire Road, Carneyhough, Newry BT34 1EE</td>\n",
       "      <td>Tesco</td>\n",
       "      <td>Tesco Stores Ltd Tesco House, Shire park, Kest...</td>\n",
       "      <td>acetamiprid 0.01 (MRL = 0.2)</td>\n",
       "      <td>acetamiprid</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>0725/2018</td>\n",
       "      <td>2018-01-23T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Thomas Baty ( Newcastle upon tyne) Ltd</td>\n",
       "      <td>4-8 North East Wholesale Fruit &amp; Veg Market, E...</td>\n",
       "      <td></td>\n",
       "      <td>Marineto Agricola SL Ciloma De La Melquita 94 ...</td>\n",
       "      <td>acetamiprid 0.2 (MRL = 0.2)</td>\n",
       "      <td>acetamiprid</td>\n",
       "      <td>0.2</td>\n",
       "      <td>0.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>0725/2018</td>\n",
       "      <td>2018-01-23T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Thomas Baty ( Newcastle upon tyne) Ltd</td>\n",
       "      <td>4-8 North East Wholesale Fruit &amp; Veg Market, E...</td>\n",
       "      <td></td>\n",
       "      <td>Marineto Agricola SL Ciloma De La Melquita 94 ...</td>\n",
       "      <td>chlorpyrifos-methyl 0.02 (MRL = 0.5)</td>\n",
       "      <td>chlorpyrifos-methyl</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>0725/2018</td>\n",
       "      <td>2018-01-23T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Thomas Baty ( Newcastle upon tyne) Ltd</td>\n",
       "      <td>4-8 North East Wholesale Fruit &amp; Veg Market, E...</td>\n",
       "      <td></td>\n",
       "      <td>Marineto Agricola SL Ciloma De La Melquita 94 ...</td>\n",
       "      <td>cyprodinil 0.03 (MRL = 1.5)</td>\n",
       "      <td>cyprodinil</td>\n",
       "      <td>0.03</td>\n",
       "      <td>1.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>0725/2018</td>\n",
       "      <td>2018-01-23T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Thomas Baty ( Newcastle upon tyne) Ltd</td>\n",
       "      <td>4-8 North East Wholesale Fruit &amp; Veg Market, E...</td>\n",
       "      <td></td>\n",
       "      <td>Marineto Agricola SL Ciloma De La Melquita 94 ...</td>\n",
       "      <td>fluopyram 0.04 (MRL = 0.9)</td>\n",
       "      <td>fluopyram</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>0725/2018</td>\n",
       "      <td>2018-01-23T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Thomas Baty ( Newcastle upon tyne) Ltd</td>\n",
       "      <td>4-8 North East Wholesale Fruit &amp; Veg Market, E...</td>\n",
       "      <td></td>\n",
       "      <td>Marineto Agricola SL Ciloma De La Melquita 94 ...</td>\n",
       "      <td>fenpyrazamine 0.04 (MRL = 3)</td>\n",
       "      <td>fenpyrazamine</td>\n",
       "      <td>0.04</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>0289/2018</td>\n",
       "      <td>2018-02-05T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Total Produce Limited</td>\n",
       "      <td>Unit 1, The Food Hub, Electric Avenue, Liverpo...</td>\n",
       "      <td></td>\n",
       "      <td>Vicasol Soad Coop Andaluza, OPFH No 77, Vicaso...</td>\n",
       "      <td>n/a</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>0673/2018</td>\n",
       "      <td>2018-03-06T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Total Produce Limited</td>\n",
       "      <td>Wholesale Fruit Market, Freemens Common, Ayles...</td>\n",
       "      <td></td>\n",
       "      <td>Acrena Sat 251 El Ejido, Rambla Bernal No 6, A...</td>\n",
       "      <td>n/a</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>0673/2018</td>\n",
       "      <td>2018-03-06T00:00:00</td>\n",
       "      <td>Aubergine</td>\n",
       "      <td>Spain</td>\n",
       "      <td>Total Produce Limited</td>\n",
       "      <td>Wholesale Fruit Market, Freemens Common, Ayles...</td>\n",
       "      <td></td>\n",
       "      <td>Acrena Sat 251 El Ejido, Rambla Bernal No 6, A...</td>\n",
       "      <td>n/a</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>67 rows × 12 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "    sample_id     date_of_sampling        description   country_of_origin  \\\n",
       "0   0587/2018  2018-02-06T00:00:00    Black Aubergine               Spain   \n",
       "1   0079/2018  2018-03-06T00:00:00          Aubergine               Spain   \n",
       "2   0126/2018  2018-02-06T00:00:00     Baby Aubergine  Dominican Republic   \n",
       "3   2764/2018  2018-02-05T00:00:00   Thelma Aubergine               Spain   \n",
       "4   4853/2018  2018-01-22T00:00:00   Thelma Aubergine               Spain   \n",
       "5   2953/2018  2018-02-05T00:00:00         Aubergines               Spain   \n",
       "6   4081/2018  2018-03-18T00:00:00          Aubergine               Spain   \n",
       "7   4752/2018  2018-01-22T00:00:00         Aubergine                Spain   \n",
       "8   4922/2018  2018-01-29T00:00:00          Aubergine               Spain   \n",
       "9   0041/2018  2018-01-23T00:00:00    Globe Aubergine               Spain   \n",
       "10  4044/2018  2018-03-05T00:00:00          Aubergine               Spain   \n",
       "11  4044/2018  2018-03-05T00:00:00          Aubergine               Spain   \n",
       "12  4044/2018  2018-03-05T00:00:00          Aubergine               Spain   \n",
       "13  4044/2018  2018-03-05T00:00:00          Aubergine               Spain   \n",
       "14  0693/2018  2018-02-20T00:00:00          Aubergine               Spain   \n",
       "15  0613/2018  2018-03-06T00:00:00          Aubergine               Spain   \n",
       "16  0613/2018  2018-03-06T00:00:00          Aubergine               Spain   \n",
       "17  0613/2018  2018-03-06T00:00:00          Aubergine               Spain   \n",
       "18  0613/2018  2018-03-06T00:00:00          Aubergine               Spain   \n",
       "19  1718/2018  2018-03-05T00:00:00          Aubergine               Spain   \n",
       "20  0073/2018  2018-01-23T00:00:00    Small Aubergine             Morocco   \n",
       "21  2751/2018  2018-01-29T00:00:00   Purple Aubergine               Spain   \n",
       "22  2798/2018  2018-01-29T00:00:00   Purple Aubergine               Spain   \n",
       "23  2798/2018  2018-01-29T00:00:00   Purple Aubergine               Spain   \n",
       "24  0016/2018  2018-03-06T00:00:00          Aubergine               Spain   \n",
       "25  0016/2018  2018-03-06T00:00:00          Aubergine               Spain   \n",
       "26  0016/2018  2018-03-06T00:00:00          Aubergine               Spain   \n",
       "27  0016/2018  2018-03-06T00:00:00          Aubergine               Spain   \n",
       "28  0016/2018  2018-03-06T00:00:00          Aubergine               Spain   \n",
       "29  0016/2018  2018-03-06T00:00:00          Aubergine               Spain   \n",
       "..        ...                  ...                ...                 ...   \n",
       "37  4763/2018  2018-01-22T00:00:00          Aubergine               Spain   \n",
       "38  4763/2018  2018-01-22T00:00:00          Aubergine               Spain   \n",
       "39  4763/2018  2018-01-22T00:00:00          Aubergine               Spain   \n",
       "40  4763/2018  2018-01-22T00:00:00          Aubergine               Spain   \n",
       "41  4803/2018  2018-01-22T00:00:00          Aubergine               Spain   \n",
       "42  0614/2018  2018-01-23T00:00:00          Aubergine               Spain   \n",
       "43  0614/2018  2018-01-23T00:00:00          Aubergine               Spain   \n",
       "44  0614/2018  2018-01-23T00:00:00          Aubergine               Spain   \n",
       "45  0614/2018  2018-01-23T00:00:00          Aubergine               Spain   \n",
       "46  0614/2018  2018-01-23T00:00:00          Aubergine               Spain   \n",
       "47  0614/2018  2018-01-23T00:00:00          Aubergine               Spain   \n",
       "48  0614/2018  2018-01-23T00:00:00          Aubergine               Spain   \n",
       "49  2817/2018  2018-02-05T00:00:00    Black Aubergine               Spain   \n",
       "50  2957/2018  2018-02-05T00:00:00          Aubergine               Spain   \n",
       "51  2904/2018  2018-02-05T00:00:00  Medium Aubergine                Spain   \n",
       "52  2904/2018  2018-02-05T00:00:00  Medium Aubergine                Spain   \n",
       "53  1634/2018  2018-02-19T00:00:00          Aubergine               Spain   \n",
       "54  2919/2018  2018-02-05T00:00:00         Aubergines               Spain   \n",
       "55  4101/2018  2018-03-19T00:00:00          Aubergine               Spain   \n",
       "56  4121/2018  2018-03-19T00:00:00          Aubergine               Spain   \n",
       "57  4121/2018  2018-03-19T00:00:00          Aubergine               Spain   \n",
       "58  4935/2018  2018-01-29T00:00:00         Aubergines               Spain   \n",
       "59  0725/2018  2018-01-23T00:00:00          Aubergine               Spain   \n",
       "60  0725/2018  2018-01-23T00:00:00          Aubergine               Spain   \n",
       "61  0725/2018  2018-01-23T00:00:00          Aubergine               Spain   \n",
       "62  0725/2018  2018-01-23T00:00:00          Aubergine               Spain   \n",
       "63  0725/2018  2018-01-23T00:00:00          Aubergine               Spain   \n",
       "64  0289/2018  2018-02-05T00:00:00          Aubergine               Spain   \n",
       "65  0673/2018  2018-03-06T00:00:00          Aubergine               Spain   \n",
       "66  0673/2018  2018-03-06T00:00:00          Aubergine               Spain   \n",
       "\n",
       "                             retail_outlet  \\\n",
       "0                              A Gomez Ltd   \n",
       "1                               A1 Veg Ltd   \n",
       "2              Akbar General Importers Ltd   \n",
       "3                                     Aldi   \n",
       "4                                     Aldi   \n",
       "5                                     Asda   \n",
       "6                                     Asda   \n",
       "7                                     Asda   \n",
       "8                                     Asda   \n",
       "9                            B Cookson Ltd   \n",
       "10                 Brothers Cash and Carry   \n",
       "11                 Brothers Cash and Carry   \n",
       "12                 Brothers Cash and Carry   \n",
       "13                 Brothers Cash and Carry   \n",
       "14                       Dennis Butler Ltd   \n",
       "15              IDS Transport (UK) Limited   \n",
       "16              IDS Transport (UK) Limited   \n",
       "17              IDS Transport (UK) Limited   \n",
       "18              IDS Transport (UK) Limited   \n",
       "19                         Marks & Spencer   \n",
       "20                           Maroc Veg Ltd   \n",
       "21                               Morrisons   \n",
       "22                               Morrisons   \n",
       "23                               Morrisons   \n",
       "24                  Peter Gilding & Co Ltd   \n",
       "25                  Peter Gilding & Co Ltd   \n",
       "26                  Peter Gilding & Co Ltd   \n",
       "27                  Peter Gilding & Co Ltd   \n",
       "28                  Peter Gilding & Co Ltd   \n",
       "29                  Peter Gilding & Co Ltd   \n",
       "..                                     ...   \n",
       "37                             Sainsbury's   \n",
       "38                             Sainsbury's   \n",
       "39                             Sainsbury's   \n",
       "40                             Sainsbury's   \n",
       "41                             Sainsbury's   \n",
       "42                       Spiers & Hartwell   \n",
       "43                       Spiers & Hartwell   \n",
       "44                       Spiers & Hartwell   \n",
       "45                       Spiers & Hartwell   \n",
       "46                       Spiers & Hartwell   \n",
       "47                       Spiers & Hartwell   \n",
       "48                       Spiers & Hartwell   \n",
       "49                                   Tesco   \n",
       "50                                   Tesco   \n",
       "51                                 Tesco     \n",
       "52                                 Tesco     \n",
       "53                             Tesco Extra   \n",
       "54                             Tesco Extra   \n",
       "55                             Tesco Extra   \n",
       "56                             Tesco Extra   \n",
       "57                             Tesco Extra   \n",
       "58                             Tesco Extra   \n",
       "59  Thomas Baty ( Newcastle upon tyne) Ltd   \n",
       "60  Thomas Baty ( Newcastle upon tyne) Ltd   \n",
       "61  Thomas Baty ( Newcastle upon tyne) Ltd   \n",
       "62  Thomas Baty ( Newcastle upon tyne) Ltd   \n",
       "63  Thomas Baty ( Newcastle upon tyne) Ltd   \n",
       "64                   Total Produce Limited   \n",
       "65                   Total Produce Limited   \n",
       "66                   Total Produce Limited   \n",
       "\n",
       "                                              address           brand_name  \\\n",
       "0   Coldharbour Lane Bridge, Canterbury, Kent CT4 5HL                        \n",
       "1   P20-P22 Produce Hall, Western International Ma...                        \n",
       "2    Stand 71, New Spitalfield Market, Leyton E10 5SQ                        \n",
       "3             Plas Coch Retail Park, Wrexham LL11 2BA  Nature's Pick Aldi    \n",
       "4                   255 Yarm Road, Darlington DL1 1BA  Nature's Pick Aldi    \n",
       "5                      Millington Road, Hayes UB3 4AZ                        \n",
       "6        80 Milngavie Road, Bearsden, Glasgow G61 2TX                        \n",
       "7   Wolstanton Retail Park, Newcastle Under Lyme S...                        \n",
       "8        80 Milngavie Road, Bearsden, Glasgow G61 2TX                        \n",
       "9               Caxton Road, Fulwood, Preston PR2 9ZB                        \n",
       "10                 31 St Helens Road, Swansea SA1 4AP                        \n",
       "11                 31 St Helens Road, Swansea SA1 4AP                        \n",
       "12                 31 St Helens Road, Swansea SA1 4AP                        \n",
       "13                 31 St Helens Road, Swansea SA1 4AP                        \n",
       "14  Unit 9, Priory Market, Henay Bootway, Priory P...                        \n",
       "15  Unit 32, Two Shires Park, Weston Road, Honeybo...                        \n",
       "16  Unit 32, Two Shires Park, Weston Road, Honeybo...                        \n",
       "17  Unit 32, Two Shires Park, Weston Road, Honeybo...                        \n",
       "18  Unit 32, Two Shires Park, Weston Road, Honeybo...                        \n",
       "19  Wolstanton Retail Park, Newcastle Under Lyme S...                 M&S    \n",
       "20  P60 Produce Hall, Western International Market...                        \n",
       "21           65 Chester Road, Ellesmere Port CH65 6RU                        \n",
       "22               St Saviours Road, Maidstone ME15 9FL                        \n",
       "23               St Saviours Road, Maidstone ME15 9FL                        \n",
       "24  Caddick Road, Knowsley Business Park, Knowlsle...                        \n",
       "25  Caddick Road, Knowsley Business Park, Knowlsle...                        \n",
       "26  Caddick Road, Knowsley Business Park, Knowlsle...                        \n",
       "27  Caddick Road, Knowsley Business Park, Knowlsle...                        \n",
       "28  Caddick Road, Knowsley Business Park, Knowlsle...                        \n",
       "29  Caddick Road, Knowsley Business Park, Knowlsle...                        \n",
       "..                                                ...                  ...   \n",
       "37               St Philips Causeway, Bristol BS4 3BD        Sainsbury's     \n",
       "38               St Philips Causeway, Bristol BS4 3BD        Sainsbury's     \n",
       "39               St Philips Causeway, Bristol BS4 3BD        Sainsbury's     \n",
       "40               St Philips Causeway, Bristol BS4 3BD        Sainsbury's     \n",
       "41                      Tritton Road, Lincoln LH6 7QN        Sainsbury's     \n",
       "42    Birmingham Road, Blackminster, Evesham WR11 7TD                        \n",
       "43    Birmingham Road, Blackminster, Evesham WR11 7TD                        \n",
       "44    Birmingham Road, Blackminster, Evesham WR11 7TD                        \n",
       "45    Birmingham Road, Blackminster, Evesham WR11 7TD                        \n",
       "46    Birmingham Road, Blackminster, Evesham WR11 7TD                        \n",
       "47    Birmingham Road, Blackminster, Evesham WR11 7TD                        \n",
       "48    Birmingham Road, Blackminster, Evesham WR11 7TD                        \n",
       "49                 St Peters Drive, Worcester WR5 3SW               Tesco    \n",
       "50               Hayes Bulls Bridge, Southall UB2 5LN               Tesco    \n",
       "51        Ashgate Road, Hucknall, Nottingham NG15 7UQ               Tesco    \n",
       "52        Ashgate Road, Hucknall, Nottingham NG15 7UQ               Tesco    \n",
       "53                   Woodfield Way, Doncaster DN4 8SN               Tesco    \n",
       "54                 Newcastle Road, Sunderland SR6 0DA               Tesco    \n",
       "55                  24 Downshire Road, Newry BT34 1EE               Tesco    \n",
       "56  5 St Stephen’s Shopping Centre, Park Street, H...               Tesco    \n",
       "57  5 St Stephen’s Shopping Centre, Park Street, H...               Tesco    \n",
       "58     24 Downshire Road, Carneyhough, Newry BT34 1EE               Tesco    \n",
       "59  4-8 North East Wholesale Fruit & Veg Market, E...                        \n",
       "60  4-8 North East Wholesale Fruit & Veg Market, E...                        \n",
       "61  4-8 North East Wholesale Fruit & Veg Market, E...                        \n",
       "62  4-8 North East Wholesale Fruit & Veg Market, E...                        \n",
       "63  4-8 North East Wholesale Fruit & Veg Market, E...                        \n",
       "64  Unit 1, The Food Hub, Electric Avenue, Liverpo...                        \n",
       "65  Wholesale Fruit Market, Freemens Common, Ayles...                        \n",
       "66  Wholesale Fruit Market, Freemens Common, Ayles...                        \n",
       "\n",
       "                                packer_/_manufacturer  \\\n",
       "0   Agricola Vasan SL Las Norias De Daza, Almeria,...   \n",
       "1   Hnos Daza Palmeno S L Paraje Los Alei Billos, ...   \n",
       "2   Exportadora Yuan Sheng Ho Calle Las Cabuyas KM...   \n",
       "3   Aldi Stores Ltd PO Box 26, Atherstone, Warwick...   \n",
       "4   Aldi Stores Ltd PO Box 26, Atherstone, Warwick...   \n",
       "5                                                       \n",
       "6                                                       \n",
       "7                                                       \n",
       "8                                                       \n",
       "9   Satagroiris GGN8436000250008, RIA 04/40629 R.G...   \n",
       "10                                                      \n",
       "11                                                      \n",
       "12                                                      \n",
       "13                                                      \n",
       "14  Marineto Agricola SL C/coma De La Mezquita 94,...   \n",
       "15  Cooperative San Isidro Labrador SCA Ctra, Pamp...   \n",
       "16  Cooperative San Isidro Labrador SCA Ctra, Pamp...   \n",
       "17  Cooperative San Isidro Labrador SCA Ctra, Pamp...   \n",
       "18  Cooperative San Isidro Labrador SCA Ctra, Pamp...   \n",
       "19  Marks & Spencer PLC PO Box 3339, Chester CH99 9QS   \n",
       "20      Immoveg S.A.R.L Sidi El Aldi-Settat, Morocco    \n",
       "21                                                      \n",
       "22                                                      \n",
       "23                                                      \n",
       "24  Unica Fresh S.L CIF 804845848 Avda Innovacion ...   \n",
       "25  Unica Fresh S.L CIF 804845848 Avda Innovacion ...   \n",
       "26  Unica Fresh S.L CIF 804845848 Avda Innovacion ...   \n",
       "27  Unica Fresh S.L CIF 804845848 Avda Innovacion ...   \n",
       "28  Unica Fresh S.L CIF 804845848 Avda Innovacion ...   \n",
       "29  Unica Fresh S.L CIF 804845848 Avda Innovacion ...   \n",
       "..                                                ...   \n",
       "37  Sainsbury's Supermarkets Ltd 33 Holborn, Londo...   \n",
       "38  Sainsbury's Supermarkets Ltd 33 Holborn, Londo...   \n",
       "39  Sainsbury's Supermarkets Ltd 33 Holborn, Londo...   \n",
       "40  Sainsbury's Supermarkets Ltd 33 Holborn, Londo...   \n",
       "41  Sainsbury's Supermarkets Ltd 33 Holborn, Londo...   \n",
       "42  Morto Fruiticola Costa de Almeria S.L. PZA. Nu...   \n",
       "43  Morto Fruiticola Costa de Almeria S.L. PZA. Nu...   \n",
       "44  Morto Fruiticola Costa de Almeria S.L. PZA. Nu...   \n",
       "45  Morto Fruiticola Costa de Almeria S.L. PZA. Nu...   \n",
       "46  Morto Fruiticola Costa de Almeria S.L. PZA. Nu...   \n",
       "47  Morto Fruiticola Costa de Almeria S.L. PZA. Nu...   \n",
       "48  Morto Fruiticola Costa de Almeria S.L. PZA. Nu...   \n",
       "49  Tesco Stores Ltd Tesco House, Shire park, Kest...   \n",
       "50  Tesco Stores Ltd Tesco House, Shire park, Kest...   \n",
       "51  Tesco Stores Ltd Tesco House, Shire park, Kest...   \n",
       "52  Tesco Stores Ltd Tesco House, Shire park, Kest...   \n",
       "53  Tesco Stores Ltd Tesco House, Shire park, Kest...   \n",
       "54  Tesco Stores Ltd Tesco House, Shire park, Kest...   \n",
       "55  Tesco Stores Ltd Tesco House, Shire park, Kest...   \n",
       "56  Tesco Stores Ltd Tesco House, Shire park, Kest...   \n",
       "57  Tesco Stores Ltd Tesco House, Shire park, Kest...   \n",
       "58  Tesco Stores Ltd Tesco House, Shire park, Kest...   \n",
       "59  Marineto Agricola SL Ciloma De La Melquita 94 ...   \n",
       "60  Marineto Agricola SL Ciloma De La Melquita 94 ...   \n",
       "61  Marineto Agricola SL Ciloma De La Melquita 94 ...   \n",
       "62  Marineto Agricola SL Ciloma De La Melquita 94 ...   \n",
       "63  Marineto Agricola SL Ciloma De La Melquita 94 ...   \n",
       "64  Vicasol Soad Coop Andaluza, OPFH No 77, Vicaso...   \n",
       "65  Acrena Sat 251 El Ejido, Rambla Bernal No 6, A...   \n",
       "66  Acrena Sat 251 El Ejido, Rambla Bernal No 6, A...   \n",
       "\n",
       "       pesticide_residues_found_in_mg/kg_(mrl)                            0  \\\n",
       "0   Spirotetramat (partial sum) 0.03 (MRL = 2)  Spirotetramat (partial sum)   \n",
       "1                                          n/a                          NaN   \n",
       "2                                          n/a                          NaN   \n",
       "3                                          n/a                          NaN   \n",
       "4                                          n/a                          NaN   \n",
       "5                                          n/a                          NaN   \n",
       "6                                          n/a                          NaN   \n",
       "7                   fluopyram 0.01 (MRL = 0.9)                    fluopyram   \n",
       "8                 fenpyrazamine 0.02 (MRL = 3)                fenpyrazamine   \n",
       "9                   fluopyram 0.05 (MRL = 0.9)                    fluopyram   \n",
       "10                acetamiprid 0.03 (MRL = 0.2)                  acetamiprid   \n",
       "11                 cyprodinil 0.04 (MRL = 1.5)                   cyprodinil   \n",
       "12                fludioxonil 0.02 (MRL = 0.4)                  fludioxonil   \n",
       "13                fenpyrazamine 0.07 (MRL = 3)                fenpyrazamine   \n",
       "14                thiacloprid 0.02 (MRL = 0.7)                  thiacloprid   \n",
       "15                acetamiprid 0.04 (MRL = 0.2)                  acetamiprid   \n",
       "16               chlorothalonil 0.03 (MRL = 6)               chlorothalonil   \n",
       "17                  cyprodinil 0.1 (MRL = 1.5)                   cyprodinil   \n",
       "18                fludioxonil 0.03 (MRL = 0.4)                  fludioxonil   \n",
       "19                 pyrimethanil 0.09 (MRL = 1)                 pyrimethanil   \n",
       "20             dithiocarbamates 0.07 (MRL = 3)             dithiocarbamates   \n",
       "21  Spirotetramat (partial sum) 0.02 (MRL = 2)  Spirotetramat (partial sum)   \n",
       "22                acetamiprid 0.04 (MRL = 0.2)                  acetamiprid   \n",
       "23               chlorothalonil 0.03 (MRL = 6)               chlorothalonil   \n",
       "24                acetamiprid 0.01 (MRL = 0.2)                  acetamiprid   \n",
       "25               chlorothalonil 0.06 (MRL = 6)               chlorothalonil   \n",
       "26                 cyprodinil 0.07 (MRL = 1.5)                   cyprodinil   \n",
       "27         cypermethrin (sum) 0.02 (MRL = 0.5)           cypermethrin (sum)   \n",
       "28             dithiocarbamates 0.09 (MRL = 3)             dithiocarbamates   \n",
       "29                fludioxonil 0.02 (MRL = 0.4)                  fludioxonil   \n",
       "..                                         ...                          ...   \n",
       "37                 acetamiprid 0.1 (MRL = 0.2)                  acetamiprid   \n",
       "38              fenpyroximate 0.01 (MRL = 0.2)                fenpyroximate   \n",
       "39                  fluopyram 0.01 (MRL = 0.9)                    fluopyram   \n",
       "40                 pyriproxifen 0.03 (MRL = 1)                 pyriproxifen   \n",
       "41                fenpyrazamine 0.02 (MRL = 3)                fenpyrazamine   \n",
       "42              diethofencarb 0.03 (MRL = 0.7)                diethofencarb   \n",
       "43               deltamethrin 0.02 (MRL = 0.4)                 deltamethrin   \n",
       "44                fenpyrazamine 0.02 (MRL = 3)                fenpyrazamine   \n",
       "45         lambda-cyhalothrin 0.02 (MRL = 0.5)           lambda-cyhalothrin   \n",
       "46               MCPA (sum) 0.02 (MRL = 0.05*)                          NaN   \n",
       "47                  pyrimethanil 0.4 (MRL = 1)                 pyrimethanil   \n",
       "48               thiamethoxam 0.07 (MRL = 0.2)                 thiamethoxam   \n",
       "49                                         n/a                          NaN   \n",
       "50                                         n/a                          NaN   \n",
       "51                acetamiprid 0.01 (MRL = 0.2)                  acetamiprid   \n",
       "52                 cyprodinil 0.02 (MRL = 1.5)                   cyprodinil   \n",
       "53                                         n/a                          NaN   \n",
       "54                                         n/a                          NaN   \n",
       "55                 cyprodinil 0.03 (MRL = 1.5)                   cyprodinil   \n",
       "56                 cyprodinil 0.02 (MRL = 1.5)                   cyprodinil   \n",
       "57  Spirotetramat (partial sum) 0.02 (MRL = 2)  Spirotetramat (partial sum)   \n",
       "58                acetamiprid 0.01 (MRL = 0.2)                  acetamiprid   \n",
       "59                 acetamiprid 0.2 (MRL = 0.2)                  acetamiprid   \n",
       "60        chlorpyrifos-methyl 0.02 (MRL = 0.5)          chlorpyrifos-methyl   \n",
       "61                 cyprodinil 0.03 (MRL = 1.5)                   cyprodinil   \n",
       "62                  fluopyram 0.04 (MRL = 0.9)                    fluopyram   \n",
       "63                fenpyrazamine 0.04 (MRL = 3)                fenpyrazamine   \n",
       "64                                         n/a                          NaN   \n",
       "65                                         n/a                          NaN   \n",
       "66                                         n/a                          NaN   \n",
       "\n",
       "       1    2  \n",
       "0   0.03    2  \n",
       "1    NaN  NaN  \n",
       "2    NaN  NaN  \n",
       "3    NaN  NaN  \n",
       "4    NaN  NaN  \n",
       "5    NaN  NaN  \n",
       "6    NaN  NaN  \n",
       "7   0.01  0.9  \n",
       "8   0.02    3  \n",
       "9   0.05  0.9  \n",
       "10  0.03  0.2  \n",
       "11  0.04  1.5  \n",
       "12  0.02  0.4  \n",
       "13  0.07    3  \n",
       "14  0.02  0.7  \n",
       "15  0.04  0.2  \n",
       "16  0.03    6  \n",
       "17   0.1  1.5  \n",
       "18  0.03  0.4  \n",
       "19  0.09    1  \n",
       "20  0.07    3  \n",
       "21  0.02    2  \n",
       "22  0.04  0.2  \n",
       "23  0.03    6  \n",
       "24  0.01  0.2  \n",
       "25  0.06    6  \n",
       "26  0.07  1.5  \n",
       "27  0.02  0.5  \n",
       "28  0.09    3  \n",
       "29  0.02  0.4  \n",
       "..   ...  ...  \n",
       "37   0.1  0.2  \n",
       "38  0.01  0.2  \n",
       "39  0.01  0.9  \n",
       "40  0.03    1  \n",
       "41  0.02    3  \n",
       "42  0.03  0.7  \n",
       "43  0.02  0.4  \n",
       "44  0.02    3  \n",
       "45  0.02  0.5  \n",
       "46   NaN  NaN  \n",
       "47   0.4    1  \n",
       "48  0.07  0.2  \n",
       "49   NaN  NaN  \n",
       "50   NaN  NaN  \n",
       "51  0.01  0.2  \n",
       "52  0.02  1.5  \n",
       "53   NaN  NaN  \n",
       "54   NaN  NaN  \n",
       "55  0.03  1.5  \n",
       "56  0.02  1.5  \n",
       "57  0.02    2  \n",
       "58  0.01  0.2  \n",
       "59   0.2  0.2  \n",
       "60  0.02  0.5  \n",
       "61  0.03  1.5  \n",
       "62  0.04  0.9  \n",
       "63  0.04    3  \n",
       "64   NaN  NaN  \n",
       "65   NaN  NaN  \n",
       "66   NaN  NaN  \n",
       "\n",
       "[67 rows x 12 columns]"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.concat([df,df2], axis = 1, sort = False) \n",
    "# df.drop([0,1,2], 1, inplace=True)\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "df.rename(columns={0:'chem_name',1:'amount_detected',2:'mrl'},inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "df.drop(\"pesticide_residues_found_in_mg/kg_(mrl)\",1, inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "df\n",
    "\n",
    "def return_df_as_dict(df):\n",
    "    return (df.to_dict())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Types of analysis:\n",
    "### 1) Summary of each product (apples or aubergines), grouped by country of origin\n",
    "####    1b) under each Country group, results grouped by detected chemicals (DC)\n",
    "####    1c) for each DC, show the count of products with some detected and the range they were in \n",
    "####    1d) for each DC, show the count of products with none-detected\n",
    "### 2) Counts of product items grouped by country of origin, e.g \"Apples from USA = 6, Apples from France = 3 \"\n",
    "### 3) Distribution of DCs grouped by country of origin, e.g. boscalid : UK = 2, USA = 5. \n",
    "### 4) Statement of Count Range of DCs found in how many of total number of samples, e.g. \"Residues (ranging from 1 to 11) were detected in 12 of 24 of the samples analysed\"\n",
    "### 5) A table showing number of residues, sample ID, Type of apple, amounts of each DC (and a '-' if n/a) and the country of origin\n",
    "### 6) total list of chemicals analysed for but not found. \n",
    "## ideas:\n",
    "\n",
    "##  1) for each product, show pie chart of prods with none detected, one detected, multiple detected\n",
    "\n",
    "##  2) same as above, but filter by supermarket.\n",
    "##  2b) same as above but filter by country of origin\n",
    "##  2c) same as above but show breakdown \n",
    "\n",
    "##  3) scattergraph of amounts detected across product category, compared to MRLs (either individual DCs or agregated)\n",
    "\n",
    "## 4) Stacked bargraph showing total amount detected per sample, with a different colour to represent each DC.\n",
    "\n",
    "## 5) some kind of graph to represent the chemicals that were not detected\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 243,
   "metadata": {},
   "outputs": [
    {
     "ename": "SyntaxError",
     "evalue": "can't assign to function call (<ipython-input-243-3918a3b3c391>, line 3)",
     "output_type": "error",
     "traceback": [
      "\u001b[0;36m  File \u001b[0;32m\"<ipython-input-243-3918a3b3c391>\"\u001b[0;36m, line \u001b[0;32m3\u001b[0m\n\u001b[0;31m    pd.DataFrame(coo_df) = product\u001b[0m\n\u001b[0m                                  ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m can't assign to function call\n"
     ]
    }
   ],
   "source": [
    "coo_df = df['amount_detected'].groupby(df['country_of_origin']).count()\n",
    "# regiment_preScore = df['preTestScore'].groupby(df['regiment'])\n",
    "pd.DataFrame(coo_df) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 242,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>amount_detected</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>country_of_origin</th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>Dominican Republic</th>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
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       "      <th>Morocco</th>\n",
       "      <td>1</td>\n",
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       "      <th>Spain</th>\n",
       "      <td>51</td>\n",
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      "text/plain": [
       "                    amount_detected\n",
       "country_of_origin                  \n",
       "Dominican Republic                0\n",
       "Morocco                           1\n",
       "Spain                            51"
      ]
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     "execution_count": 242,
     "metadata": {},
     "output_type": "execute_result"
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   "source": [
    "product\n"
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  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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