Data Pipeline Code.ipynb

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      "cell_type": "markdown",
      "source": [],
      "metadata": {
        "id": "TwWC6eT1t46i"
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    {
      "cell_type": "code",
      "source": [
        "!pip install urllib3\n",
        "!pip install xmltodict"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "8wBL7p_CKqTZ",
        "outputId": "c61513eb-921d-481b-d5c4-e730281ed21b"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
            "Requirement already satisfied: urllib3 in /usr/local/lib/python3.10/dist-packages (1.26.15)\n",
            "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
            "Collecting xmltodict\n",
            "  Downloading xmltodict-0.13.0-py2.py3-none-any.whl (10.0 kB)\n",
            "Installing collected packages: xmltodict\n",
            "Successfully installed xmltodict-0.13.0\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!pip install openpyxl"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "vc-7FSQQNRC6",
        "outputId": "ab77f31e-d155-493f-9f6f-22d90fbcd3be"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
            "Requirement already satisfied: openpyxl in /usr/local/lib/python3.10/dist-packages (3.0.10)\n",
            "Requirement already satisfied: et-xmlfile in /usr/local/lib/python3.10/dist-packages (from openpyxl) (1.1.0)\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "import urllib3\n",
        "import xmltodict\n",
        "import openpyxl\n",
        "\n"
      ],
      "metadata": {
        "id": "IN6aaHacKlKf"
      },
      "execution_count": null,
      "outputs": []
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    {
      "cell_type": "code",
      "source": [
        "def foobar(request):\n",
        "    file = urllib3.urlopen('https://ratings.food.gov.uk/OpenDataFiles/FHRS760en-GB.xml')\n",
        "    data = file.read()\n",
        "    file.close()\n",
        "\n",
        "    data = xmltodict.parse(data)\n",
        "    return {'xmldata': data}"
      ],
      "metadata": {
        "id": "14qvF1tgKnjk"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "import requests\n",
        "import json\n",
        "\n",
        "\n",
        "\n",
        "url = \"http://api.ratings.food.gov.uk/Establishments/basic/\"\n",
        "\n",
        "\n",
        "\n",
        "headers = {\n",
        "    'x-api-version': '2',\n",
        "    'Accept': 'application/json',\n",
        "}\n",
        "\n",
        "\n",
        "\n",
        "response = requests.get(url, headers=headers)\n",
        "\n",
        "\n",
        "\n",
        "data = response.json()\n",
        "\n",
        "\n",
        "\n",
        "# print the data\n",
        "print(json.dumps(data, indent=2))\n",
        "\n",
        "\n",
        "\n",
        "# save the data to a file\n",
        "with open('hygiene_data.json', 'w') as f:\n",
        "    json.dump(data, f)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "_6FKXg9GL7KT",
        "outputId": "ff78aaca-5d5b-4e4b-a9e2-a1e6195fc555"
      },
      "execution_count": 2,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "{\n",
            "  \"establishments\": [\n",
            "    {\n",
            "      \"FHRSID\": 1549111,\n",
            "      \"LocalAuthorityBusinessID\": \"201744\",\n",
            "      \"BusinessName\": \"' THE ARGENTINIAN ''\",\n",
            "      \"BusinessType\": \"Takeaway/sandwich shop\",\n",
            "      \"RatingValue\": \"1\",\n",
            "      \"RatingDate\": \"2022-11-07T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/1549111\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 1466637,\n",
            "      \"LocalAuthorityBusinessID\": \"R115D335BH/2\",\n",
            "      \"BusinessName\": \"!NOSH!\",\n",
            "      \"BusinessType\": \"Takeaway/sandwich shop\",\n",
            "      \"RatingValue\": \"Pass\",\n",
            "      \"RatingDate\": \"2022-03-02T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/1466637\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 1315638,\n",
            "      \"LocalAuthorityBusinessID\": \"219190\",\n",
            "      \"BusinessName\": \"\\\"A Cheeky Slice\\\"\",\n",
            "      \"BusinessType\": \"Retailers - other\",\n",
            "      \"RatingValue\": \"5\",\n",
            "      \"RatingDate\": \"2022-11-24T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/1315638\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 1455216,\n",
            "      \"LocalAuthorityBusinessID\": \"22/00006/COMM\",\n",
            "      \"BusinessName\": \"\\\"All Things Nice\\\"\",\n",
            "      \"BusinessType\": \"Manufacturers/packers\",\n",
            "      \"RatingValue\": \"Pass\",\n",
            "      \"RatingDate\": \"2022-01-27T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/1455216\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 134047,\n",
            "      \"LocalAuthorityBusinessID\": \"67154\",\n",
            "      \"BusinessName\": \"\\\"Buttylicious\\\"\",\n",
            "      \"BusinessType\": \"Takeaway/sandwich shop\",\n",
            "      \"RatingValue\": \"5\",\n",
            "      \"RatingDate\": \"2019-02-12T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/134047\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 1006980,\n",
            "      \"LocalAuthorityBusinessID\": \"17/00139/COM\",\n",
            "      \"BusinessName\": \"\\\"Choccy Heaven\\\" & Tipples\",\n",
            "      \"BusinessType\": \"Restaurant/Cafe/Canteen\",\n",
            "      \"RatingValue\": \"5\",\n",
            "      \"RatingDate\": \"2021-02-18T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/1006980\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 616044,\n",
            "      \"LocalAuthorityBusinessID\": \"86029\",\n",
            "      \"BusinessName\": \"\\\"Dolly\\\"\",\n",
            "      \"BusinessType\": \"Mobile caterer\",\n",
            "      \"RatingValue\": \"5\",\n",
            "      \"RatingDate\": \"2017-01-11T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/616044\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 648400,\n",
            "      \"LocalAuthorityBusinessID\": \"P041542\",\n",
            "      \"BusinessName\": \"\\\"Five A Day\\\"\",\n",
            "      \"BusinessType\": \"Hospitals/Childcare/Caring Premises\",\n",
            "      \"RatingValue\": \"Exempt\",\n",
            "      \"RatingDate\": \"2020-01-29T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/648400\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 766323,\n",
            "      \"LocalAuthorityBusinessID\": \"15469\",\n",
            "      \"BusinessName\": \"\\\"Ice Cold Slush\\\"\",\n",
            "      \"BusinessType\": \"Retailers - other\",\n",
            "      \"RatingValue\": \"5\",\n",
            "      \"RatingDate\": \"2018-10-09T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/766323\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 647010,\n",
            "      \"LocalAuthorityBusinessID\": \"PI/000049330\",\n",
            "      \"BusinessName\": \"\\\"Juicy B's\\\"\",\n",
            "      \"BusinessType\": \"Retailers - other\",\n",
            "      \"RatingValue\": \"5\",\n",
            "      \"RatingDate\": \"2020-09-02T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/647010\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 1583687,\n",
            "      \"LocalAuthorityBusinessID\": \"3605\",\n",
            "      \"BusinessName\": \"\\\"Kettle's On!\\\"\",\n",
            "      \"BusinessType\": \"Other catering premises\",\n",
            "      \"RatingValue\": \"5\",\n",
            "      \"RatingDate\": \"2023-04-11T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/1583687\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 528740,\n",
            "      \"LocalAuthorityBusinessID\": \"PI/000004536\",\n",
            "      \"BusinessName\": \"\\\"La Pasta Del Sole\\\"\",\n",
            "      \"BusinessType\": \"Retailers - other\",\n",
            "      \"RatingValue\": \"5\",\n",
            "      \"RatingDate\": \"2022-02-10T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/528740\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 1016978,\n",
            "      \"LocalAuthorityBusinessID\": \"63918\",\n",
            "      \"BusinessName\": \"\\\"Mills Hill Infant School\\\",\",\n",
            "      \"BusinessType\": \"School/college/university\",\n",
            "      \"RatingValue\": \"5\",\n",
            "      \"RatingDate\": \"2020-01-21T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/1016978\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 1584416,\n",
            "      \"LocalAuthorityBusinessID\": \"HAC1603\",\n",
            "      \"BusinessName\": \"\\\"MU\\\"\",\n",
            "      \"BusinessType\": \"Restaurant/Cafe/Canteen\",\n",
            "      \"RatingValue\": \"5\",\n",
            "      \"RatingDate\": \"2022-12-15T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/1584416\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 839411,\n",
            "      \"LocalAuthorityBusinessID\": \"39925\",\n",
            "      \"BusinessName\": \"\\\"Olive Branch\\\" Edgeley Food Bank\",\n",
            "      \"BusinessType\": \"Retailers - supermarkets/hypermarkets\",\n",
            "      \"RatingValue\": \"5\",\n",
            "      \"RatingDate\": \"2020-01-14T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/839411\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 122188,\n",
            "      \"LocalAuthorityBusinessID\": \"5076\",\n",
            "      \"BusinessName\": \"\\\"Playhouse Nursery\\\" Private Day Nursery\",\n",
            "      \"BusinessType\": \"Hospitals/Childcare/Caring Premises\",\n",
            "      \"RatingValue\": \"5\",\n",
            "      \"RatingDate\": \"2022-11-18T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/122188\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 468824,\n",
            "      \"LocalAuthorityBusinessID\": \"1317\",\n",
            "      \"BusinessName\": \"\\\"Rio Cinema\\\"\",\n",
            "      \"BusinessType\": \"Restaurant/Cafe/Canteen\",\n",
            "      \"RatingValue\": \"3\",\n",
            "      \"RatingDate\": \"2022-12-08T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/468824\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 764732,\n",
            "      \"LocalAuthorityBusinessID\": \"25070\",\n",
            "      \"BusinessName\": \"\\\"Spindrift\\\" Private Hotel\",\n",
            "      \"BusinessType\": \"Hotel/bed & breakfast/guest house\",\n",
            "      \"RatingValue\": \"4\",\n",
            "      \"RatingDate\": \"2015-05-20T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/764732\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 1400140,\n",
            "      \"LocalAuthorityBusinessID\": \"PI/010013984\",\n",
            "      \"BusinessName\": \"\\\"Sweets, Cakes, Shakes\",\n",
            "      \"BusinessType\": \"Other catering premises\",\n",
            "      \"RatingValue\": \"4\",\n",
            "      \"RatingDate\": \"2021-03-17T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/1400140\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 1438589,\n",
            "      \"LocalAuthorityBusinessID\": \"R011P4ERRO/2\",\n",
            "      \"BusinessName\": \"\\\"West Leys Farm\\\"\",\n",
            "      \"BusinessType\": \"Farmers/growers\",\n",
            "      \"RatingValue\": \"Pass\",\n",
            "      \"RatingDate\": \"2011-04-06T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/1438589\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 1225663,\n",
            "      \"LocalAuthorityBusinessID\": \"79796\",\n",
            "      \"BusinessName\": \"# Bar\",\n",
            "      \"BusinessType\": \"Pub/bar/nightclub\",\n",
            "      \"RatingValue\": \"Pass\",\n",
            "      \"RatingDate\": \"2019-10-30T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/1225663\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 1536476,\n",
            "      \"LocalAuthorityBusinessID\": \"42425\",\n",
            "      \"BusinessName\": \"#197 Food\",\n",
            "      \"BusinessType\": \"Takeaway/sandwich shop\",\n",
            "      \"RatingValue\": \"4\",\n",
            "      \"RatingDate\": \"2023-02-21T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/1536476\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 1316538,\n",
            "      \"LocalAuthorityBusinessID\": \"72238\",\n",
            "      \"BusinessName\": \"#23\",\n",
            "      \"BusinessType\": \"Manufacturers/packers\",\n",
            "      \"RatingValue\": \"Pass\",\n",
            "      \"RatingDate\": \"2020-11-30T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/1316538\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 128785,\n",
            "      \"LocalAuthorityBusinessID\": \"5904\",\n",
            "      \"BusinessName\": \"#33\",\n",
            "      \"BusinessType\": \"Retailers - other\",\n",
            "      \"RatingValue\": \"5\",\n",
            "      \"RatingDate\": \"2021-09-03T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/128785\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 1527471,\n",
            "      \"LocalAuthorityBusinessID\": \"53582\",\n",
            "      \"BusinessName\": \"#500 Coffee Bar & Restaurant\",\n",
            "      \"BusinessType\": \"Restaurant/Cafe/Canteen\",\n",
            "      \"RatingValue\": \"Awaiting Inspection\",\n",
            "      \"RatingDate\": \"1900-01-01T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/1527471\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 1256072,\n",
            "      \"LocalAuthorityBusinessID\": \"56841\",\n",
            "      \"BusinessName\": \"#Ajebutter Jollof and Go by Adeline's Kitchen\",\n",
            "      \"BusinessType\": \"Other catering premises\",\n",
            "      \"RatingValue\": \"5\",\n",
            "      \"RatingDate\": \"2020-09-03T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/1256072\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 1343953,\n",
            "      \"LocalAuthorityBusinessID\": \"3713346\",\n",
            "      \"BusinessName\": \"#Buttylicious\",\n",
            "      \"BusinessType\": \"Restaurant/Cafe/Canteen\",\n",
            "      \"RatingValue\": \"5\",\n",
            "      \"RatingDate\": \"2023-05-26T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/1343953\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 1198405,\n",
            "      \"LocalAuthorityBusinessID\": \"19/00368/MIXED\",\n",
            "      \"BusinessName\": \"#Central\",\n",
            "      \"BusinessType\": \"Pub/bar/nightclub\",\n",
            "      \"RatingValue\": \"5\",\n",
            "      \"RatingDate\": \"2019-09-19T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/1198405\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 842969,\n",
            "      \"LocalAuthorityBusinessID\": \"15/00226/CP\",\n",
            "      \"BusinessName\": \"#Chill And Waves\",\n",
            "      \"BusinessType\": \"Restaurant/Cafe/Canteen\",\n",
            "      \"RatingValue\": \"5\",\n",
            "      \"RatingDate\": \"2021-11-24T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/842969\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 1200955,\n",
            "      \"LocalAuthorityBusinessID\": \"CP01927\",\n",
            "      \"BusinessName\": \"#Coffee_Dope\",\n",
            "      \"BusinessType\": \"Restaurant/Cafe/Canteen\",\n",
            "      \"RatingValue\": \"5\",\n",
            "      \"RatingDate\": \"2020-02-04T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/1200955\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
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            "      \"BusinessName\": \"2 U Food Ltd YH68 NRL\",\n",
            "      \"BusinessType\": \"Mobile caterer\",\n",
            "      \"RatingValue\": \"5\",\n",
            "      \"RatingDate\": \"2020-11-19T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/1315495\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 768746,\n",
            "      \"LocalAuthorityBusinessID\": \"B12HSH2SAN/22\",\n",
            "      \"BusinessName\": \"2 U Food Ltd YJ15 DCX\",\n",
            "      \"BusinessType\": \"Mobile caterer\",\n",
            "      \"RatingValue\": \"5\",\n",
            "      \"RatingDate\": \"2019-07-11T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/768746\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 865986,\n",
            "      \"LocalAuthorityBusinessID\": \"B12HSH2SAN/26\",\n",
            "      \"BusinessName\": \"2 U Food Ltd YJ16 BFX\",\n",
            "      \"BusinessType\": \"Mobile caterer\",\n",
            "      \"RatingValue\": \"5\",\n",
            "      \"RatingDate\": \"2019-04-24T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/865986\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 865987,\n",
            "      \"LocalAuthorityBusinessID\": \"B12HSH2SAN/27\",\n",
            "      \"BusinessName\": \"2 U Food Ltd YJ16 BGE\",\n",
            "      \"BusinessType\": \"Mobile caterer\",\n",
            "      \"RatingValue\": \"5\",\n",
            "      \"RatingDate\": \"2019-04-25T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/865987\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 916967,\n",
            "      \"LocalAuthorityBusinessID\": \"B12HSH2SAN/30\",\n",
            "      \"BusinessName\": \"2 U Food Ltd YJ16 BJF\",\n",
            "      \"BusinessType\": \"Mobile caterer\",\n",
            "      \"RatingValue\": \"5\",\n",
            "      \"RatingDate\": \"2019-10-24T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/916967\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 972603,\n",
            "      \"LocalAuthorityBusinessID\": \"B12HSH2SAN/34\",\n",
            "      \"BusinessName\": \"2 U Food Ltd YJ17 DWG\",\n",
            "      \"BusinessType\": \"Mobile caterer\",\n",
            "      \"RatingValue\": \"5\",\n",
            "      \"RatingDate\": \"2017-05-16T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/972603\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 972601,\n",
            "      \"LocalAuthorityBusinessID\": \"B12HSH2SAN/31\",\n",
            "      \"BusinessName\": \"2 U Food Ltd YJ17 DWK\",\n",
            "      \"BusinessType\": \"Mobile caterer\",\n",
            "      \"RatingValue\": \"5\",\n",
            "      \"RatingDate\": \"2017-05-16T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/972601\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 972602,\n",
            "      \"LocalAuthorityBusinessID\": \"B12HSH2SAN/32\",\n",
            "      \"BusinessName\": \"2 U Food Ltd YJ17 DWY\",\n",
            "      \"BusinessType\": \"Mobile caterer\",\n",
            "      \"RatingValue\": \"5\",\n",
            "      \"RatingDate\": \"2017-05-16T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/972602\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 1131034,\n",
            "      \"LocalAuthorityBusinessID\": \"B12GSH2SAN/1\",\n",
            "      \"BusinessName\": \"2 U Food Ltd YJ17 ECF\",\n",
            "      \"BusinessType\": \"Mobile caterer\",\n",
            "      \"RatingValue\": \"5\",\n",
            "      \"RatingDate\": \"2019-04-24T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/1131034\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 1028312,\n",
            "      \"LocalAuthorityBusinessID\": \"B12HSH2SAN/35\",\n",
            "      \"BusinessName\": \"2 U Food Ltd YJ17 LLK\",\n",
            "      \"BusinessType\": \"Mobile caterer\",\n",
            "      \"RatingValue\": \"5\",\n",
            "      \"RatingDate\": \"2018-01-23T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/1028312\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 735849,\n",
            "      \"LocalAuthorityBusinessID\": \"B12HSH2SAN/8\",\n",
            "      \"BusinessName\": \"2 U Food Ltd YJ64 NVD\",\n",
            "      \"BusinessType\": \"Mobile caterer\",\n",
            "      \"RatingValue\": \"5\",\n",
            "      \"RatingDate\": \"2018-01-23T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/735849\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 916966,\n",
            "      \"LocalAuthorityBusinessID\": \"B12HSH2SAN/29\",\n",
            "      \"BusinessName\": \"2 U Food Ltd YJ66 CJE\",\n",
            "      \"BusinessType\": \"Mobile caterer\",\n",
            "      \"RatingValue\": \"5\",\n",
            "      \"RatingDate\": \"2020-11-19T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/916966\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 1028314,\n",
            "      \"LocalAuthorityBusinessID\": \"B12HSH2SAN/38\",\n",
            "      \"BusinessName\": \"2 U Food Ltd YJ67 CJO\",\n",
            "      \"BusinessType\": \"Mobile caterer\",\n",
            "      \"RatingValue\": \"5\",\n",
            "      \"RatingDate\": \"2018-01-18T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/1028314\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 1027341,\n",
            "      \"LocalAuthorityBusinessID\": \"B12HSH2SAN/37\",\n",
            "      \"BusinessName\": \"2 U Food Ltd YJ67 CSF\",\n",
            "      \"BusinessType\": \"Mobile caterer\",\n",
            "      \"RatingValue\": \"5\",\n",
            "      \"RatingDate\": \"2018-01-18T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/1027341\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 1315492,\n",
            "      \"LocalAuthorityBusinessID\": \"B12GSH2SAN/10\",\n",
            "      \"BusinessName\": \"2 U Food Ltd YK20 SRY\",\n",
            "      \"BusinessType\": \"Mobile caterer\",\n",
            "      \"RatingValue\": \"5\",\n",
            "      \"RatingDate\": \"2020-11-19T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/1315492\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 1212213,\n",
            "      \"LocalAuthorityBusinessID\": \"B12GSH2SAN/8\",\n",
            "      \"BusinessName\": \"2 U Food Ltd YK69 NPJ\",\n",
            "      \"BusinessType\": \"Mobile caterer\",\n",
            "      \"RatingValue\": \"5\",\n",
            "      \"RatingDate\": \"2019-11-28T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/1212213\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 1131035,\n",
            "      \"LocalAuthorityBusinessID\": \"B12GSH2SAN/2\",\n",
            "      \"BusinessName\": \"2 U Food Ltd YL68 VXD\",\n",
            "      \"BusinessType\": \"Mobile caterer\",\n",
            "      \"RatingValue\": \"5\",\n",
            "      \"RatingDate\": \"2019-04-25T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/1131035\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 735847,\n",
            "      \"LocalAuthorityBusinessID\": \"B12HSH2SAN/5\",\n",
            "      \"BusinessName\": \"2 U Food Ltd YN12 BXH\",\n",
            "      \"BusinessType\": \"Mobile caterer\",\n",
            "      \"RatingValue\": \"5\",\n",
            "      \"RatingDate\": \"2018-01-18T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/735847\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 411269,\n",
            "      \"LocalAuthorityBusinessID\": \"00283/0008/0/001\",\n",
            "      \"BusinessName\": \"2 Veneti\",\n",
            "      \"BusinessType\": \"Restaurant/Cafe/Canteen\",\n",
            "      \"RatingValue\": \"5\",\n",
            "      \"RatingDate\": \"2023-06-01T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/411269\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 1059247,\n",
            "      \"LocalAuthorityBusinessID\": \"60171\",\n",
            "      \"BusinessName\": \"2 Year Nursery Provision\",\n",
            "      \"BusinessType\": \"Hospitals/Childcare/Caring Premises\",\n",
            "      \"RatingValue\": \"5\",\n",
            "      \"RatingDate\": \"2022-03-21T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/1059247\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 131828,\n",
            "      \"LocalAuthorityBusinessID\": \"63411\",\n",
            "      \"BusinessName\": \"2/4 Richmond Terrace\",\n",
            "      \"BusinessType\": \"Hospitals/Childcare/Caring Premises\",\n",
            "      \"RatingValue\": \"5\",\n",
            "      \"RatingDate\": \"2017-01-13T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/131828\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 1206428,\n",
            "      \"LocalAuthorityBusinessID\": \"130160\",\n",
            "      \"BusinessName\": \"2/Today Store\",\n",
            "      \"BusinessType\": \"Retailers - other\",\n",
            "      \"RatingValue\": \"2\",\n",
            "      \"RatingDate\": \"2019-10-21T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/1206428\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 213682,\n",
            "      \"LocalAuthorityBusinessID\": \"78978\",\n",
            "      \"BusinessName\": \"20 21 Visual Arts Centre\",\n",
            "      \"BusinessType\": \"Restaurant/Cafe/Canteen\",\n",
            "      \"RatingValue\": \"5\",\n",
            "      \"RatingDate\": \"2019-07-23T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/213682\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 770842,\n",
            "      \"LocalAuthorityBusinessID\": \"PI/000098047\",\n",
            "      \"BusinessName\": \"20 Albert Road\",\n",
            "      \"BusinessType\": \"Hospitals/Childcare/Caring Premises\",\n",
            "      \"RatingValue\": \"5\",\n",
            "      \"RatingDate\": \"2022-07-20T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/770842\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 1537065,\n",
            "      \"LocalAuthorityBusinessID\": \"53823\",\n",
            "      \"BusinessName\": \"20 LOCHBAY\",\n",
            "      \"BusinessType\": \"Hotel/bed & breakfast/guest house\",\n",
            "      \"RatingValue\": \"Awaiting Inspection\",\n",
            "      \"RatingDate\": \"1900-01-01T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/1537065\"\n",
            "        }\n",
            "      ]\n",
            "    },\n",
            "    {\n",
            "      \"FHRSID\": 712451,\n",
            "      \"LocalAuthorityBusinessID\": \"69245\",\n",
            "      \"BusinessName\": \"20 Morley Superstore\",\n",
            "      \"BusinessType\": \"Retailers - other\",\n",
            "      \"RatingValue\": \"5\",\n",
            "      \"RatingDate\": \"2022-05-26T00:00:00\",\n",
            "      \"links\": [\n",
            "        {\n",
            "          \"rel\": \"self\",\n",
            "          \"href\": \"http://api.ratings.food.gov.uk/establishments/712451\"\n",
            "        }\n",
            "      ]\n",
            "    }\n",
            "  ],\n",
            "  \"meta\": {\n",
            "    \"dataSource\": \"API\",\n",
            "    \"extractDate\": \"2023-06-18T09:37:29.8324123+01:00\",\n",
            "    \"itemCount\": 1000,\n",
            "    \"returncode\": \"OK\",\n",
            "    \"totalCount\": 1000,\n",
            "    \"totalPages\": 1,\n",
            "    \"pageSize\": 1000,\n",
            "    \"pageNumber\": 1\n",
            "  },\n",
            "  \"links\": [\n",
            "    {\n",
            "      \"rel\": \"self\",\n",
            "      \"href\": \"http://api.ratings.food.gov.uk/establishments/basic/\"\n",
            "    }\n",
            "  ]\n",
            "}\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "import pandas as pd\n",
        "import json\n",
        "\n",
        "\n",
        "\n",
        "# Load data from file\n",
        "with open('hygiene_data.json') as f:\n",
        "    data = json.load(f)\n",
        "\n",
        "\n",
        "\n",
        "# Convert to DataFrame\n",
        "df = pd.json_normalize(data['establishments'])\n",
        "\n",
        "\n",
        "\n",
        "# Show the DataFrame\n",
        "df.head()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 337
        },
        "id": "ogYh0lFJLrfC",
        "outputId": "f4ba274d-e40e-4cbc-d99c-5b02e9e8e264"
      },
      "execution_count": 3,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "    FHRSID LocalAuthorityBusinessID          BusinessName  \\\n",
              "0  1549111                   201744  ' THE ARGENTINIAN ''   \n",
              "1  1466637             R115D335BH/2                !NOSH!   \n",
              "2  1315638                   219190      \"A Cheeky Slice\"   \n",
              "3  1455216            22/00006/COMM     \"All Things Nice\"   \n",
              "4   134047                    67154        \"Buttylicious\"   \n",
              "\n",
              "             BusinessType RatingValue           RatingDate  \\\n",
              "0  Takeaway/sandwich shop           1  2022-11-07T00:00:00   \n",
              "1  Takeaway/sandwich shop        Pass  2022-03-02T00:00:00   \n",
              "2       Retailers - other           5  2022-11-24T00:00:00   \n",
              "3   Manufacturers/packers        Pass  2022-01-27T00:00:00   \n",
              "4  Takeaway/sandwich shop           5  2019-02-12T00:00:00   \n",
              "\n",
              "                                               links  \n",
              "0  [{'rel': 'self', 'href': 'http://api.ratings.f...  \n",
              "1  [{'rel': 'self', 'href': 'http://api.ratings.f...  \n",
              "2  [{'rel': 'self', 'href': 'http://api.ratings.f...  \n",
              "3  [{'rel': 'self', 'href': 'http://api.ratings.f...  \n",
              "4  [{'rel': 'self', 'href': 'http://api.ratings.f...  "
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-231a4568-2c46-4cda-96f3-145efd5a7712\">\n",
              "    <div class=\"colab-df-container\">\n",
              "      <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>FHRSID</th>\n",
              "      <th>LocalAuthorityBusinessID</th>\n",
              "      <th>BusinessName</th>\n",
              "      <th>BusinessType</th>\n",
              "      <th>RatingValue</th>\n",
              "      <th>RatingDate</th>\n",
              "      <th>links</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>1549111</td>\n",
              "      <td>201744</td>\n",
              "      <td>' THE ARGENTINIAN ''</td>\n",
              "      <td>Takeaway/sandwich shop</td>\n",
              "      <td>1</td>\n",
              "      <td>2022-11-07T00:00:00</td>\n",
              "      <td>[{'rel': 'self', 'href': 'http://api.ratings.f...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>1466637</td>\n",
              "      <td>R115D335BH/2</td>\n",
              "      <td>!NOSH!</td>\n",
              "      <td>Takeaway/sandwich shop</td>\n",
              "      <td>Pass</td>\n",
              "      <td>2022-03-02T00:00:00</td>\n",
              "      <td>[{'rel': 'self', 'href': 'http://api.ratings.f...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>1315638</td>\n",
              "      <td>219190</td>\n",
              "      <td>\"A Cheeky Slice\"</td>\n",
              "      <td>Retailers - other</td>\n",
              "      <td>5</td>\n",
              "      <td>2022-11-24T00:00:00</td>\n",
              "      <td>[{'rel': 'self', 'href': 'http://api.ratings.f...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>1455216</td>\n",
              "      <td>22/00006/COMM</td>\n",
              "      <td>\"All Things Nice\"</td>\n",
              "      <td>Manufacturers/packers</td>\n",
              "      <td>Pass</td>\n",
              "      <td>2022-01-27T00:00:00</td>\n",
              "      <td>[{'rel': 'self', 'href': 'http://api.ratings.f...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>134047</td>\n",
              "      <td>67154</td>\n",
              "      <td>\"Buttylicious\"</td>\n",
              "      <td>Takeaway/sandwich shop</td>\n",
              "      <td>5</td>\n",
              "      <td>2019-02-12T00:00:00</td>\n",
              "      <td>[{'rel': 'self', 'href': 'http://api.ratings.f...</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>\n",
              "      <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-231a4568-2c46-4cda-96f3-145efd5a7712')\"\n",
              "              title=\"Convert this dataframe to an interactive table.\"\n",
              "              style=\"display:none;\">\n",
              "        \n",
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              "      \n",
              "  <style>\n",
              "    .colab-df-container {\n",
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              "      flex-wrap:wrap;\n",
              "      gap: 12px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert {\n",
              "      background-color: #E8F0FE;\n",
              "      border: none;\n",
              "      border-radius: 50%;\n",
              "      cursor: pointer;\n",
              "      display: none;\n",
              "      fill: #1967D2;\n",
              "      height: 32px;\n",
              "      padding: 0 0 0 0;\n",
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              "\n",
              "    .colab-df-convert:hover {\n",
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              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "      fill: #174EA6;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert {\n",
              "      background-color: #3B4455;\n",
              "      fill: #D2E3FC;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert:hover {\n",
              "      background-color: #434B5C;\n",
              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
              "      fill: #FFFFFF;\n",
              "    }\n",
              "  </style>\n",
              "\n",
              "      <script>\n",
              "        const buttonEl =\n",
              "          document.querySelector('#df-231a4568-2c46-4cda-96f3-145efd5a7712 button.colab-df-convert');\n",
              "        buttonEl.style.display =\n",
              "          google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "        async function convertToInteractive(key) {\n",
              "          const element = document.querySelector('#df-231a4568-2c46-4cda-96f3-145efd5a7712');\n",
              "          const dataTable =\n",
              "            await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                     [key], {});\n",
              "          if (!dataTable) return;\n",
              "\n",
              "          const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "            '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
              "            + ' to learn more about interactive tables.';\n",
              "          element.innerHTML = '';\n",
              "          dataTable['output_type'] = 'display_data';\n",
              "          await google.colab.output.renderOutput(dataTable, element);\n",
              "          const docLink = document.createElement('div');\n",
              "          docLink.innerHTML = docLinkHtml;\n",
              "          element.appendChild(docLink);\n",
              "        }\n",
              "      </script>\n",
              "    </div>\n",
              "  </div>\n",
              "  "
            ]
          },
          "metadata": {},
          "execution_count": 3
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [],
      "metadata": {
        "id": "mwNIF6O7OqcN"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "import requests\n",
        "from lxml import etree\n",
        "import pandas as pd\n",
        "\n"
      ],
      "metadata": {
        "id": "FJj9lRkFOrHe"
      },
      "execution_count": 4,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "import requests\n",
        "from lxml import etree\n",
        "import pandas as pd\n",
        "\n",
        "# List of XML data URLs\n",
        "\n",
        "\n",
        "urls = [\n",
        "    \"https://ratings.food.gov.uk/OpenDataFiles/FHRS760en-GB.xml\",\n",
        "    \"https://ratings.food.gov.uk/OpenDataFiles/FHRS761en-GB.xml\",\n",
        "    \"https://ratings.food.gov.uk/OpenDataFiles/FHRS762en-GB.xml\",\n",
        "\"https://ratings.food.gov.uk/OpenDataFiles/FHRS763en-GB.xml\",\n",
        "\"https://ratings.food.gov.uk/OpenDataFiles/FHRS768en-GB.xml\",\n",
        "\"https://ratings.food.gov.uk/OpenDataFiles/FHRS791en-GB.xml\",\n",
        "\"https://ratings.food.gov.uk/OpenDataFiles/FHRS770en-GB.xml\",\n",
        "\"https://ratings.food.gov.uk/OpenDataFiles/FHRS772en-GB.xml\",\n",
        "\"https://ratings.food.gov.uk/OpenDataFiles/FHRS764en-GB.xml\",\n",
        "\"https://ratings.food.gov.uk/OpenDataFiles/FHRS771en-GB.xml\",\n",
        "\"https://ratings.food.gov.uk/OpenDataFiles/FHRS781en-GB.xml\",\n",
        "\"https://ratings.food.gov.uk/OpenDataFiles/FHRS787en-GB.xml\",\n",
        "\"https://ratings.food.gov.uk/OpenDataFiles/FHRS773en-GB.xml\",\n",
        "\"https://ratings.food.gov.uk/OpenDataFiles/FHRS775en-GB.xml\",\n",
        "\"https://ratings.food.gov.uk/OpenDataFiles/FHRS776en-GB.xml\",\n",
        "\"https://ratings.food.gov.uk/OpenDataFiles/FHRS777en-GB.xml\",\n",
        "\"https://ratings.food.gov.uk/OpenDataFiles/FHRS778en-GB.xml\",\n",
        "\"https://ratings.food.gov.uk/OpenDataFiles/FHRS783en-GB.xml\",\n",
        "\"https://ratings.food.gov.uk/OpenDataFiles/FHRS784en-GB.xml\",\n",
        "\"https://ratings.food.gov.uk/OpenDataFiles/FHRS765en-GB.xml\",\n",
        "\"https://ratings.food.gov.uk/OpenDataFiles/FHRS779en-GB.xml\",\n",
        "\"https://ratings.food.gov.uk/OpenDataFiles/FHRS785en-GB.xml\",\n",
        "\"https://ratings.food.gov.uk/OpenDataFiles/FHRS786en-GB.xml\",\n",
        "\"https://ratings.food.gov.uk/OpenDataFiles/FHRS788en-GB.xml\",\n",
        "\"https://ratings.food.gov.uk/OpenDataFiles/FHRS789en-GB.xml\",\n",
        "\"https://ratings.food.gov.uk/OpenDataFiles/FHRS766en-GB.xml\",\n",
        "\"https://ratings.food.gov.uk/OpenDataFiles/FHRS780en-GB.xml\",\n",
        "\"https://ratings.food.gov.uk/OpenDataFiles/FHRS790en-GB.xml\",\n",
        "\"https://ratings.food.gov.uk/OpenDataFiles/FHRS769en-GB.xml\",\n",
        "\"https://ratings.food.gov.uk/OpenDataFiles/FHRS782en-GB.xml\"\n",
        "]\n",
        "\n",
        "\n",
        "\n",
        "\n"
      ],
      "metadata": {
        "id": "d8bKNfLzOtQ2"
      },
      "execution_count": 5,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "# Initialize an empty list to hold all data\n",
        "all_data = []\n",
        "\n",
        "# Iterate over each URL\n",
        "for url in urls:\n",
        "    # Get XML data\n",
        "    response = requests.get(url)\n",
        "    xml_data = response.content\n",
        "\n",
        "    # Parse XML data\n",
        "    tree = etree.fromstring(xml_data)\n",
        "\n",
        "    # Convert XML to dataframe\n",
        "    data = []\n",
        "    for establishment in tree.findall('.//EstablishmentDetail'):\n",
        "        row = {}\n",
        "        for field in establishment:\n",
        "            if field.text:\n",
        "                row[field.tag] = field.text\n",
        "            elif field.getchildren():  # Special handling for nested elements like Geocode\n",
        "                for child in field:\n",
        "                    row[child.tag] = child.text\n",
        "        data.append(row)\n",
        "\n",
        "    # Append the data from this URL to the master list\n",
        "    all_data.extend(data)\n",
        "\n",
        "# Create a dataframe from all_data\n",
        "df = pd.DataFrame(all_data)\n",
        "\n",
        "print(df)\n",
        "\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "-Y2Gbv3ix9XH",
        "outputId": "83cf5cc1-f6dd-4d95-9a73-5fdd66146e0b"
      },
      "execution_count": 18,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "         FHRSID LocalAuthorityBusinessID  \\\n",
            "0       1543406             FR/000005629   \n",
            "1       1431595             FR/000005350   \n",
            "2       1394746             FR/000000498   \n",
            "3       1395196             FR/000003708   \n",
            "4       1394874             FR/000001016   \n",
            "...         ...                      ...   \n",
            "627742  1039841                   402867   \n",
            "627743   922877                   401642   \n",
            "627744   959848                   401751   \n",
            "627745  1039638                   400114   \n",
            "627746  1101385                   767050   \n",
            "\n",
            "                                BusinessName  \\\n",
            "0                    1Oak Chilton Day Centre   \n",
            "1                        A Bake for the Road   \n",
            "2       A F C Cornard Dynamos Youth Football   \n",
            "3                              A G Lifestyle   \n",
            "4                          A Leeder Butchers   \n",
            "...                                      ...   \n",
            "627742                        Ysgol Y Grango   \n",
            "627743                Ysgol Y Waun (Juniors)   \n",
            "627744                        Ysgol Yr Hafod   \n",
            "627745                        Ysgol Yr Hafod   \n",
            "627746                            Zafood Ltd   \n",
            "\n",
            "                               BusinessType BusinessTypeID  \\\n",
            "0       Hospitals/Childcare/Caring Premises              5   \n",
            "1                   Other catering premises           7841   \n",
            "2                   Other catering premises           7841   \n",
            "3                   Restaurant/Cafe/Canteen              1   \n",
            "4                         Retailers - other           4613   \n",
            "...                                     ...            ...   \n",
            "627742            School/college/university           7845   \n",
            "627743            School/college/university           7845   \n",
            "627744            School/college/university           7845   \n",
            "627745            School/college/university           7845   \n",
            "627746                       Mobile caterer           7846   \n",
            "\n",
            "                                  AddressLine1       AddressLine2  \\\n",
            "0              1 Oak Chilton Day Centre Unit 2       Martins Road   \n",
            "1                                          NaN                NaN   \n",
            "2       AFC Cornard Dynamos Youth Football Afc    Blackhouse Lane   \n",
            "3                              38 Station Road            SUDBURY   \n",
            "4                               33 Swan Street            Boxford   \n",
            "...                                        ...                ...   \n",
            "627742             Ysgol Y Grango Vinegar Hill  Rhosllanerchrugog   \n",
            "627743  Ysgol Y Waun Junior School Lloyds Lane              Chirk   \n",
            "627744   Johnstown Infants School Melyd Avenue          Johnstown   \n",
            "627745     Johnstown Junior School Bangor Road          Johnstown   \n",
            "627746                            31 Heol Abon          Cefn Mawr   \n",
            "\n",
            "                     AddressLine3 AddressLine4  PostCode  ...  \\\n",
            "0       Chilton Industrial Estate      SUDBURY  CO10 2FT  ...   \n",
            "1                             NaN          NaN       NaN  ...   \n",
            "2                   Great Cornard      SUDBURY  CO10 0NL  ...   \n",
            "3                         Suffolk          NaN  CO10 2SS  ...   \n",
            "4                         SUDBURY      Suffolk  CO10 5NZ  ...   \n",
            "...                           ...          ...       ...  ...   \n",
            "627742                    Wrexham          NaN  LL14 1EL  ...   \n",
            "627743                    Wrexham          NaN  LL14 5NH  ...   \n",
            "627744                    Wrexham          NaN  LL14 2TB  ...   \n",
            "627745                    Wrexham          NaN  LL14 2SW  ...   \n",
            "627746                    Wrexham          NaN  LL14 3LU  ...   \n",
            "\n",
            "             LocalAuthorityWebSite           LocalAuthorityEmailAddress  \\\n",
            "0       http://www.babergh.gov.uk/  foodsafety@baberghmidsuffolk.gov.uk   \n",
            "1       http://www.babergh.gov.uk/  foodsafety@baberghmidsuffolk.gov.uk   \n",
            "2       http://www.babergh.gov.uk/  foodsafety@baberghmidsuffolk.gov.uk   \n",
            "3       http://www.babergh.gov.uk/  foodsafety@baberghmidsuffolk.gov.uk   \n",
            "4       http://www.babergh.gov.uk/  foodsafety@baberghmidsuffolk.gov.uk   \n",
            "...                            ...                                  ...   \n",
            "627742  http://www.wrexham.gov.uk/        FoodandFarming@wrexham.gov.uk   \n",
            "627743  http://www.wrexham.gov.uk/        FoodandFarming@wrexham.gov.uk   \n",
            "627744  http://www.wrexham.gov.uk/        FoodandFarming@wrexham.gov.uk   \n",
            "627745  http://www.wrexham.gov.uk/        FoodandFarming@wrexham.gov.uk   \n",
            "627746  http://www.wrexham.gov.uk/        FoodandFarming@wrexham.gov.uk   \n",
            "\n",
            "       Hygiene Structural ConfidenceInManagement SchemeType NewRatingPending  \\\n",
            "0            0          0                      5       FHRS            False   \n",
            "1            0          0                      0       FHRS            False   \n",
            "2            0          5                      0       FHRS            False   \n",
            "3            5          0                      0       FHRS            False   \n",
            "4            5          5                      5       FHRS            False   \n",
            "...        ...        ...                    ...        ...              ...   \n",
            "627742       0          0                      0       FHRS            False   \n",
            "627743       5          5                      0       FHRS            False   \n",
            "627744       0          0                      0       FHRS            False   \n",
            "627745       0          0                      0       FHRS            False   \n",
            "627746       0          0                      0       FHRS            False   \n",
            "\n",
            "         Longitude    Latitude RightToReply  \n",
            "0        0.7516069  52.0448494          NaN  \n",
            "1              NaN         NaN          NaN  \n",
            "2              NaN         NaN          NaN  \n",
            "3         0.731603   52.036888          NaN  \n",
            "4         0.857566   52.029349          NaN  \n",
            "...            ...         ...          ...  \n",
            "627742         NaN         NaN          NaN  \n",
            "627743         NaN         NaN          NaN  \n",
            "627744         NaN         NaN          NaN  \n",
            "627745         NaN         NaN          NaN  \n",
            "627746  -3.0748021  52.9671156          NaN  \n",
            "\n",
            "[627747 rows x 25 columns]\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [],
      "metadata": {
        "id": "Q4v-QuKV0an9"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "df.head()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 455
        },
        "id": "1T-fxMTZPPvo",
        "outputId": "1374f574-196d-4097-a1c6-3c1b9724c584"
      },
      "execution_count": 7,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "    FHRSID LocalAuthorityBusinessID               BusinessName  \\\n",
              "0  1608170                EHDC15239  (CURATED) MOROCCAN MARKET   \n",
              "1   982849                EHDC12463  1 & 30 DONALD DEWAR COURT   \n",
              "2  1523164                EHDC15005     12 KEBAB & PIZZA HOUSE   \n",
              "3  1418061                EHDC13206                        1DS   \n",
              "4   593681                 EHDC9793                 210 BISTRO   \n",
              "\n",
              "                          BusinessType BusinessTypeID  \\\n",
              "0                    Retailers - other           4613   \n",
              "1  Hospitals/Childcare/Caring Premises              5   \n",
              "2               Takeaway/sandwich shop           7844   \n",
              "3                    Pub/bar/nightclub           7843   \n",
              "4              Restaurant/Cafe/Canteen              1   \n",
              "\n",
              "                AddressLine2          AddressLine3  PostCode  \\\n",
              "0              George Street              Aberdeen  AB25 1HZ   \n",
              "1  1 & 30 Donald Dewar Court  Provost Fraser Drive  AB16 5JB   \n",
              "2         12 Greenfern Place              Aberdeen  AB16 6JR   \n",
              "3           1 Diamond Street              Aberdeen  AB10 1QU   \n",
              "4          210 Market Street              Aberdeen  AB11 5PQ   \n",
              "\n",
              "           RatingValue                       RatingKey  ...  \\\n",
              "0  Awaiting Inspection  fhis_awaiting_inspection_en-GB  ...   \n",
              "1                 Pass                 fhis_pass_en-GB  ...   \n",
              "2  Awaiting Inspection  fhis_awaiting_inspection_en-GB  ...   \n",
              "3  Awaiting Inspection  fhis_awaiting_inspection_en-GB  ...   \n",
              "4                 Pass                 fhis_pass_en-GB  ...   \n",
              "\n",
              "  LocalAuthorityCode LocalAuthorityName           LocalAuthorityWebSite  \\\n",
              "0                760      Aberdeen City  http://www.aberdeencity.gov.uk   \n",
              "1                760      Aberdeen City  http://www.aberdeencity.gov.uk   \n",
              "2                760      Aberdeen City  http://www.aberdeencity.gov.uk   \n",
              "3                760      Aberdeen City  http://www.aberdeencity.gov.uk   \n",
              "4                760      Aberdeen City  http://www.aberdeencity.gov.uk   \n",
              "\n",
              "       LocalAuthorityEmailAddress SchemeType NewRatingPending AddressLine4  \\\n",
              "0  commercial@aberdeencity.gov.uk       FHIS            False          NaN   \n",
              "1  commercial@aberdeencity.gov.uk       FHIS            False     Aberdeen   \n",
              "2  commercial@aberdeencity.gov.uk       FHIS            False          NaN   \n",
              "3  commercial@aberdeencity.gov.uk       FHIS            False          NaN   \n",
              "4  commercial@aberdeencity.gov.uk       FHIS            False          NaN   \n",
              "\n",
              "           Longitude          Latitude AddressLine1  \n",
              "0                NaN               NaN          NaN  \n",
              "1  -2.16749501228333  57.1613082885742          NaN  \n",
              "2         -2.1619155        57.1552102          NaN  \n",
              "3          -2.103685         57.145692          NaN  \n",
              "4          -2.092258         57.142278          NaN  \n",
              "\n",
              "[5 rows x 21 columns]"
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              "        vertical-align: middle;\n",
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              "      <th>FHRSID</th>\n",
              "      <th>LocalAuthorityBusinessID</th>\n",
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              "      <td>1608170</td>\n",
              "      <td>EHDC15239</td>\n",
              "      <td>(CURATED) MOROCCAN MARKET</td>\n",
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              "      <td>George Street</td>\n",
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              "      <td>Awaiting Inspection</td>\n",
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              "      <td>760</td>\n",
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              "      <td>commercial@aberdeencity.gov.uk</td>\n",
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              "      <td>1 &amp; 30 DONALD DEWAR COURT</td>\n",
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              "      <td>5</td>\n",
              "      <td>1 &amp; 30 Donald Dewar Court</td>\n",
              "      <td>Provost Fraser Drive</td>\n",
              "      <td>AB16 5JB</td>\n",
              "      <td>Pass</td>\n",
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              "      <td>...</td>\n",
              "      <td>760</td>\n",
              "      <td>Aberdeen City</td>\n",
              "      <td>http://www.aberdeencity.gov.uk</td>\n",
              "      <td>commercial@aberdeencity.gov.uk</td>\n",
              "      <td>FHIS</td>\n",
              "      <td>False</td>\n",
              "      <td>Aberdeen</td>\n",
              "      <td>-2.16749501228333</td>\n",
              "      <td>57.1613082885742</td>\n",
              "      <td>NaN</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>1523164</td>\n",
              "      <td>EHDC15005</td>\n",
              "      <td>12 KEBAB &amp; PIZZA HOUSE</td>\n",
              "      <td>Takeaway/sandwich shop</td>\n",
              "      <td>7844</td>\n",
              "      <td>12 Greenfern Place</td>\n",
              "      <td>Aberdeen</td>\n",
              "      <td>AB16 6JR</td>\n",
              "      <td>Awaiting Inspection</td>\n",
              "      <td>fhis_awaiting_inspection_en-GB</td>\n",
              "      <td>...</td>\n",
              "      <td>760</td>\n",
              "      <td>Aberdeen City</td>\n",
              "      <td>http://www.aberdeencity.gov.uk</td>\n",
              "      <td>commercial@aberdeencity.gov.uk</td>\n",
              "      <td>FHIS</td>\n",
              "      <td>False</td>\n",
              "      <td>NaN</td>\n",
              "      <td>-2.1619155</td>\n",
              "      <td>57.1552102</td>\n",
              "      <td>NaN</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>1418061</td>\n",
              "      <td>EHDC13206</td>\n",
              "      <td>1DS</td>\n",
              "      <td>Pub/bar/nightclub</td>\n",
              "      <td>7843</td>\n",
              "      <td>1 Diamond Street</td>\n",
              "      <td>Aberdeen</td>\n",
              "      <td>AB10 1QU</td>\n",
              "      <td>Awaiting Inspection</td>\n",
              "      <td>fhis_awaiting_inspection_en-GB</td>\n",
              "      <td>...</td>\n",
              "      <td>760</td>\n",
              "      <td>Aberdeen City</td>\n",
              "      <td>http://www.aberdeencity.gov.uk</td>\n",
              "      <td>commercial@aberdeencity.gov.uk</td>\n",
              "      <td>FHIS</td>\n",
              "      <td>False</td>\n",
              "      <td>NaN</td>\n",
              "      <td>-2.103685</td>\n",
              "      <td>57.145692</td>\n",
              "      <td>NaN</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>593681</td>\n",
              "      <td>EHDC9793</td>\n",
              "      <td>210 BISTRO</td>\n",
              "      <td>Restaurant/Cafe/Canteen</td>\n",
              "      <td>1</td>\n",
              "      <td>210 Market Street</td>\n",
              "      <td>Aberdeen</td>\n",
              "      <td>AB11 5PQ</td>\n",
              "      <td>Pass</td>\n",
              "      <td>fhis_pass_en-GB</td>\n",
              "      <td>...</td>\n",
              "      <td>760</td>\n",
              "      <td>Aberdeen City</td>\n",
              "      <td>http://www.aberdeencity.gov.uk</td>\n",
              "      <td>commercial@aberdeencity.gov.uk</td>\n",
              "      <td>FHIS</td>\n",
              "      <td>False</td>\n",
              "      <td>NaN</td>\n",
              "      <td>-2.092258</td>\n",
              "      <td>57.142278</td>\n",
              "      <td>NaN</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>5 rows × 21 columns</p>\n",
              "</div>\n",
              "      <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-bec3725f-1eb5-483e-b46b-55bd0298135b')\"\n",
              "              title=\"Convert this dataframe to an interactive table.\"\n",
              "              style=\"display:none;\">\n",
              "        \n",
              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
              "       width=\"24px\">\n",
              "    <path d=\"M0 0h24v24H0V0z\" fill=\"none\"/>\n",
              "    <path d=\"M18.56 5.44l.94 2.06.94-2.06 2.06-.94-2.06-.94-.94-2.06-.94 2.06-2.06.94zm-11 1L8.5 8.5l.94-2.06 2.06-.94-2.06-.94L8.5 2.5l-.94 2.06-2.06.94zm10 10l.94 2.06.94-2.06 2.06-.94-2.06-.94-.94-2.06-.94 2.06-2.06.94z\"/><path d=\"M17.41 7.96l-1.37-1.37c-.4-.4-.92-.59-1.43-.59-.52 0-1.04.2-1.43.59L10.3 9.45l-7.72 7.72c-.78.78-.78 2.05 0 2.83L4 21.41c.39.39.9.59 1.41.59.51 0 1.02-.2 1.41-.59l7.78-7.78 2.81-2.81c.8-.78.8-2.07 0-2.86zM5.41 20L4 18.59l7.72-7.72 1.47 1.35L5.41 20z\"/>\n",
              "  </svg>\n",
              "      </button>\n",
              "      \n",
              "  <style>\n",
              "    .colab-df-container {\n",
              "      display:flex;\n",
              "      flex-wrap:wrap;\n",
              "      gap: 12px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert {\n",
              "      background-color: #E8F0FE;\n",
              "      border: none;\n",
              "      border-radius: 50%;\n",
              "      cursor: pointer;\n",
              "      display: none;\n",
              "      fill: #1967D2;\n",
              "      height: 32px;\n",
              "      padding: 0 0 0 0;\n",
              "      width: 32px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert:hover {\n",
              "      background-color: #E2EBFA;\n",
              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "      fill: #174EA6;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert {\n",
              "      background-color: #3B4455;\n",
              "      fill: #D2E3FC;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert:hover {\n",
              "      background-color: #434B5C;\n",
              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
              "      fill: #FFFFFF;\n",
              "    }\n",
              "  </style>\n",
              "\n",
              "      <script>\n",
              "        const buttonEl =\n",
              "          document.querySelector('#df-bec3725f-1eb5-483e-b46b-55bd0298135b button.colab-df-convert');\n",
              "        buttonEl.style.display =\n",
              "          google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "        async function convertToInteractive(key) {\n",
              "          const element = document.querySelector('#df-bec3725f-1eb5-483e-b46b-55bd0298135b');\n",
              "          const dataTable =\n",
              "            await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                     [key], {});\n",
              "          if (!dataTable) return;\n",
              "\n",
              "          const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "            '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
              "            + ' to learn more about interactive tables.';\n",
              "          element.innerHTML = '';\n",
              "          dataTable['output_type'] = 'display_data';\n",
              "          await google.colab.output.renderOutput(dataTable, element);\n",
              "          const docLink = document.createElement('div');\n",
              "          docLink.innerHTML = docLinkHtml;\n",
              "          element.appendChild(docLink);\n",
              "        }\n",
              "      </script>\n",
              "    </div>\n",
              "  </div>\n",
              "  "
            ]
          },
          "metadata": {},
          "execution_count": 7
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# Write the DataFrame to an Excel\n",
        "#file\n",
        "df.to_excel('All_data.xlsx', index=False)"
      ],
      "metadata": {
        "id": "GKi5Yf1yKA2E"
      },
      "execution_count": 19,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "df.shape"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "CW3HhF0oKJ8w",
        "outputId": "14e678a9-3b49-484e-9bb7-27abfc6cf2c5"
      },
      "execution_count": 20,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "(627747, 25)"
            ]
          },
          "metadata": {},
          "execution_count": 20
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "from google.colab import drive\n",
        "drive.mount('/content/drive')"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "MtUxq_dtqde9",
        "outputId": "4b30c8fc-6356-4e05-e7a0-ed22b40eac75"
      },
      "execution_count": 21,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Drive already mounted at /content/drive; to attempt to forcibly remount, call drive.mount(\"/content/drive\", force_remount=True).\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "%cp -av \"/content/All_data.xlsx\" \"/content/drive/MyDrive/CTC29DATA\""
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "eFXK4lxiqheM",
        "outputId": "3bc5f5ff-9563-4506-f041-a4e1974b2dba"
      },
      "execution_count": 22,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "'/content/All_data.xlsx' -> '/content/drive/MyDrive/CTC29DATA/All_data.xlsx'\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "#Second Option\n",
        "import shutil\n",
        "shutil.copy(\"/content/All_data.xlsx\" ,\"/content/drive/MyDrive/CTC29DATA\")"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 36
        },
        "id": "_JTkVHSRrb33",
        "outputId": "85994fae-650c-4489-8d57-d18dcd1fa8be"
      },
      "execution_count": 15,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "'/content/drive/MyDrive/CTC29DATA/All_data.xlsx'"
            ],
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "string"
            }
          },
          "metadata": {},
          "execution_count": 15
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!pip install --upgrade gspread gspread-dataframe\n"
      ],
      "metadata": {
        "id": "1KdAuE3hQpqU",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "b5993782-3981-430d-a13d-55e4b2060e2c"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
            "Requirement already satisfied: gspread in /usr/local/lib/python3.10/dist-packages (3.4.2)\n",
            "Collecting gspread\n",
            "  Downloading gspread-5.9.0-py3-none-any.whl (40 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m41.0/41.0 kB\u001b[0m \u001b[31m3.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hRequirement already satisfied: gspread-dataframe in /usr/local/lib/python3.10/dist-packages (3.0.8)\n",
            "Collecting gspread-dataframe\n",
            "  Downloading gspread_dataframe-3.3.1-py2.py3-none-any.whl (8.0 kB)\n",
            "Requirement already satisfied: google-auth>=1.12.0 in /usr/local/lib/python3.10/dist-packages (from gspread) (2.17.3)\n",
            "Requirement already satisfied: google-auth-oauthlib>=0.4.1 in /usr/local/lib/python3.10/dist-packages (from gspread) (1.0.0)\n",
            "Requirement already satisfied: pandas>=0.24.0 in /usr/local/lib/python3.10/dist-packages (from gspread-dataframe) (1.5.3)\n",
            "Requirement already satisfied: six>=1.12.0 in /usr/local/lib/python3.10/dist-packages (from gspread-dataframe) (1.16.0)\n",
            "Requirement already satisfied: cachetools<6.0,>=2.0.0 in /usr/local/lib/python3.10/dist-packages (from google-auth>=1.12.0->gspread) (5.3.0)\n",
            "Requirement already satisfied: pyasn1-modules>=0.2.1 in /usr/local/lib/python3.10/dist-packages (from google-auth>=1.12.0->gspread) (0.3.0)\n",
            "Requirement already satisfied: rsa<5,>=3.1.4 in /usr/local/lib/python3.10/dist-packages (from google-auth>=1.12.0->gspread) (4.9)\n",
            "Requirement already satisfied: requests-oauthlib>=0.7.0 in /usr/local/lib/python3.10/dist-packages (from google-auth-oauthlib>=0.4.1->gspread) (1.3.1)\n",
            "Requirement already satisfied: python-dateutil>=2.8.1 in /usr/local/lib/python3.10/dist-packages (from pandas>=0.24.0->gspread-dataframe) (2.8.2)\n",
            "Requirement already satisfied: pytz>=2020.1 in /usr/local/lib/python3.10/dist-packages (from pandas>=0.24.0->gspread-dataframe) (2022.7.1)\n",
            "Requirement already satisfied: numpy>=1.21.0 in /usr/local/lib/python3.10/dist-packages (from pandas>=0.24.0->gspread-dataframe) (1.22.4)\n",
            "Requirement already satisfied: pyasn1<0.6.0,>=0.4.6 in /usr/local/lib/python3.10/dist-packages (from pyasn1-modules>=0.2.1->google-auth>=1.12.0->gspread) (0.5.0)\n",
            "Requirement already satisfied: oauthlib>=3.0.0 in /usr/local/lib/python3.10/dist-packages (from requests-oauthlib>=0.7.0->google-auth-oauthlib>=0.4.1->gspread) (3.2.2)\n",
            "Requirement already satisfied: requests>=2.0.0 in /usr/local/lib/python3.10/dist-packages (from requests-oauthlib>=0.7.0->google-auth-oauthlib>=0.4.1->gspread) (2.27.1)\n",
            "Requirement already satisfied: urllib3<1.27,>=1.21.1 in /usr/local/lib/python3.10/dist-packages (from requests>=2.0.0->requests-oauthlib>=0.7.0->google-auth-oauthlib>=0.4.1->gspread) (1.26.15)\n",
            "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.10/dist-packages (from requests>=2.0.0->requests-oauthlib>=0.7.0->google-auth-oauthlib>=0.4.1->gspread) (2022.12.7)\n",
            "Requirement already satisfied: charset-normalizer~=2.0.0 in /usr/local/lib/python3.10/dist-packages (from requests>=2.0.0->requests-oauthlib>=0.7.0->google-auth-oauthlib>=0.4.1->gspread) (2.0.12)\n",
            "Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.10/dist-packages (from requests>=2.0.0->requests-oauthlib>=0.7.0->google-auth-oauthlib>=0.4.1->gspread) (3.4)\n",
            "Installing collected packages: gspread, gspread-dataframe\n",
            "  Attempting uninstall: gspread\n",
            "    Found existing installation: gspread 3.4.2\n",
            "    Uninstalling gspread-3.4.2:\n",
            "      Successfully uninstalled gspread-3.4.2\n",
            "  Attempting uninstall: gspread-dataframe\n",
            "    Found existing installation: gspread-dataframe 3.0.8\n",
            "    Uninstalling gspread-dataframe-3.0.8:\n",
            "      Successfully uninstalled gspread-dataframe-3.0.8\n",
            "Successfully installed gspread-5.9.0 gspread-dataframe-3.3.1\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "import gspread\n",
        "from gspread_dataframe import set_with_dataframe\n",
        "from google.colab import auth\n",
        "auth.authenticate_user()\n",
        "from oauth2client.client import GoogleCredentials\n"
      ],
      "metadata": {
        "id": "ElwvftSdIpqT"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "gc = gspread.authorize(GoogleCredentials.get_application_default())\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 323
        },
        "id": "t9CTy7JKLUap",
        "outputId": "7fef1d69-5649-4c2a-8a64-ea19bd8e4f24"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "error",
          "ename": "TypeError",
          "evalue": "ignored",
          "traceback": [
            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
            "\u001b[0;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
            "\u001b[0;32m<ipython-input-11-c377298b0a7e>\u001b[0m in \u001b[0;36m<cell line: 1>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mgc\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mgspread\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mauthorize\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mGoogleCredentials\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_application_default\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
            "\u001b[0;32m/usr/local/lib/python3.10/dist-packages/gspread/auth.py\u001b[0m in \u001b[0;36mauthorize\u001b[0;34m(credentials, client_factory)\u001b[0m\n\u001b[1;32m     61\u001b[0m     \"\"\"\n\u001b[1;32m     62\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 63\u001b[0;31m     \u001b[0;32mreturn\u001b[0m \u001b[0mclient_factory\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mauth\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mcredentials\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     64\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     65\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.10/dist-packages/gspread/client.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, auth, session)\u001b[0m\n\u001b[1;32m     44\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m__init__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mauth\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msession\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     45\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0mauth\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 46\u001b[0;31m             \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mauth\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mconvert_credentials\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mauth\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     47\u001b[0m             \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msession\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0msession\u001b[0m \u001b[0;32mor\u001b[0m \u001b[0mAuthorizedSession\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mauth\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     48\u001b[0m         \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.10/dist-packages/gspread/utils.py\u001b[0m in \u001b[0;36mconvert_credentials\u001b[0;34m(credentials)\u001b[0m\n\u001b[1;32m    101\u001b[0m         \u001b[0;32mreturn\u001b[0m \u001b[0mcredentials\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    102\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 103\u001b[0;31m     raise TypeError(\n\u001b[0m\u001b[1;32m    104\u001b[0m         \u001b[0;34m\"Credentials need to be from either oauth2client or from google-auth.\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    105\u001b[0m     )\n",
            "\u001b[0;31mTypeError\u001b[0m: Credentials need to be from either oauth2client or from google-auth."
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "sh = gc.create('Food_Hygine')  # creates a spreadsheet\n",
        "sh.share('mahinsasa903@example.com', perm_type='user', role='writer')  # shares the spreadsheet with your email\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 189
        },
        "id": "UD5GnypELJDL",
        "outputId": "2bcbcc84-c847-456c-f80e-93924ed4b0d3"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "error",
          "ename": "NameError",
          "evalue": "ignored",
          "traceback": [
            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
            "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
            "\u001b[0;32m<ipython-input-8-0b41f7dfda99>\u001b[0m in \u001b[0;36m<cell line: 1>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0msh\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mgc\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcreate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'Food_Hygine'\u001b[0m\u001b[0;34m)\u001b[0m  \u001b[0;31m# creates a spreadsheet\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      2\u001b[0m \u001b[0msh\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mshare\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'mahinsasa903@example.com'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mperm_type\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'user'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrole\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'writer'\u001b[0m\u001b[0;34m)\u001b[0m  \u001b[0;31m# shares the spreadsheet with your email\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;31mNameError\u001b[0m: name 'gc' is not defined"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "import requests\n",
        "from bs4 import BeautifulSoup\n",
        "\n",
        "url = 'https://ratings.food.gov.uk/open-data/en-GB'\n",
        "\n",
        "# Fetch the HTML content of the webpage\n",
        "response = requests.get(url)\n",
        "html_content = response.text\n",
        "\n",
        "# Parse the HTML content\n",
        "soup = BeautifulSoup(html_content, 'html.parser')\n",
        "\n",
        "# Find all anchor tags and extract the URLs\n",
        "urls = []\n",
        "for anchor_tag in soup.find_all('a'):\n",
        "    href = anchor_tag.get('href')\n",
        "    if href and href.startswith('https://ratings.food.gov.uk/OpenDataFiles/FHRS') and href.endswith('.xml'):\n",
        "        urls.append(href)\n",
        "\n",
        "# Print the extracted URLs\n",
        "for url in urls:\n",
        "    print(url)\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "PT--9irZyWKi",
        "outputId": "93460ad1-d5ce-40a6-f190-20df0c1f31a7"
      },
      "execution_count": 17,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS297en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS109en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS701en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS110en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS227en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS111en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS228en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS155en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS027en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS112en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS702en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS113en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS114en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS156en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS028en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS157en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS302en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS115en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS029en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS229en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS116en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS158en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS030en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS299en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS230en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS869en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS117en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS300en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS159en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS231en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS232en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS888en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS118en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS032en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS233en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS893en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS160en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS161en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS120en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS162en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS894en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS122en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS163en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS164en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS298en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS062en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS259en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS260en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS209en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS063en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS219en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS261en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS210en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS064en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS871en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS070en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS220en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS066en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS262en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS211en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS067en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS212en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS878en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS221en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS263en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS214en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS264en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS068en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS222en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS235en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS215en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS899en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS216en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS266en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS879en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS069en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS223en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS224en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS225en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS236en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS501en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS502en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS503en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS504en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS505en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS506en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS508en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS507en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS509en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS510en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS511en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS512en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS513en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS514en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS515en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS516en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS517en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS518en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS519en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS520en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS521en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS522en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS523en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS524en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS525en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS526en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS527en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS528en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS529en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS530en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS531en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS532en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS533en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS874en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS706en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS410en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS859en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS861en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS416en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS417en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS707en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS860en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS648en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS427en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS862en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS429en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS897en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS898en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS403en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS196en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS405en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS703en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS704en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS197en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS055en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS198en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS889en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS199en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS412en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS200en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS414en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS415en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS418en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS201en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS202en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS203en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS419en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS204en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS422en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS424en-GB.xml\n",
            "https://ratings.food.gov.uk/OpenDataFiles/FHRS205en-GB.xml\n",
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