Hexagon.ipynb

{
  "cells": [
    {
      "cell_type": "markdown",
      "id": "0",
      "metadata": {
        "id": "0"
      },
      "source": [
        "[![image](https://jupyterlite.rtfd.io/en/latest/_static/badge.svg)](https://demo.leafmap.org/lab/index.html?path=notebooks/26_kepler_gl.ipynb)\n",
        "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/docs/notebooks/26_kepler_gl.ipynb)\n",
        "[![image](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/opengeos/leafmap/HEAD)\n",
        "\n",
        "Uncomment the following line to install [leafmap](https://leafmap.org) if needed."
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "%pip install pydeck"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "KjhPsE4ER3f4",
        "outputId": "ad34d49d-579c-4a1b-e6b1-46c0ab58f3cd"
      },
      "id": "KjhPsE4ER3f4",
      "execution_count": 30,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Collecting pydeck\n",
            "  Downloading pydeck-0.9.1-py2.py3-none-any.whl.metadata (4.1 kB)\n",
            "Requirement already satisfied: jinja2>=2.10.1 in /usr/local/lib/python3.10/dist-packages (from pydeck) (3.1.4)\n",
            "Requirement already satisfied: numpy>=1.16.4 in /usr/local/lib/python3.10/dist-packages (from pydeck) (1.26.4)\n",
            "Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.10/dist-packages (from jinja2>=2.10.1->pydeck) (3.0.2)\n",
            "Downloading pydeck-0.9.1-py2.py3-none-any.whl (6.9 MB)\n",
            "\u001b[2K   \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m6.9/6.9 MB\u001b[0m \u001b[31m49.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hInstalling collected packages: pydeck\n",
            "Successfully installed pydeck-0.9.1\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 1,
      "id": "1",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "1",
        "outputId": "67ec7662-4aa5-4119-f492-7fbc64aa4485"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Collecting leafmap\n",
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            "\u001b[?25hInstalling collected packages: whitebox, psygnal, jedi, geojson, pystac, pystac-client, ipyvue, anywidget, whiteboxgui, ipyvuetify, leafmap\n",
            "Successfully installed anywidget-0.9.13 geojson-3.1.0 ipyvue-1.11.1 ipyvuetify-1.10.0 jedi-0.19.1 leafmap-0.38.16 psygnal-0.11.1 pystac-1.11.0 pystac-client-0.8.5 whitebox-2.3.5 whiteboxgui-2.3.0\n"
          ]
        }
      ],
      "source": [
        "!pip install leafmap"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "### Querying eating places using overpass api"
      ],
      "metadata": {
        "id": "WTVKm1s4Xq7f"
      },
      "id": "WTVKm1s4Xq7f"
    },
    {
      "cell_type": "code",
      "source": [
        "import requests\n",
        "import pandas as pd\n",
        "\n",
        "# Define the Overpass API endpoint and bounding box query\n",
        "overpass_url = \"http://overpass-api.de/api/interpreter\"\n",
        "overpass_query = \"\"\"\n",
        "[out:json];\n",
        "(\n",
        "  node[\"amenity\"=\"cafe\"](41.1,69.1,41.5,69.4);\n",
        "  node[\"amenity\"=\"restaurant\"](41.1,69.1,41.5,69.4);\n",
        "  node[\"amenity\"=\"fast_food\"](41.1,69.1,41.5,69.4);\n",
        "  node[\"amenity\"=\"food_court\"](41.1,69.1,41.5,69.4);\n",
        "  node[\"amenity\"=\"pub\"](41.1,69.1,41.5,69.4);\n",
        "  node[\"amenity\"=\"bar\"](41.1,69.1,41.5,69.4);\n",
        "  node[\"amenity\"=\"biergarten\"](41.1,69.1,41.5,69.4);\n",
        "  node[\"amenity\"=\"ice_cream\"](41.1,69.1,41.5,69.4);\n",
        "  node[\"amenity\"=\"bbq\"](41.1,69.1,41.5,69.4);\n",
        "  node[\"amenity\"=\"food\"](41.1,69.1,41.5,69.4);\n",
        "\n",
        "  way[\"amenity\"=\"cafe\"](41.1,69.1,41.5,69.4);\n",
        "  way[\"amenity\"=\"restaurant\"](41.1,69.1,41.5,69.4);\n",
        "  way[\"amenity\"=\"fast_food\"](41.1,69.1,41.5,69.4);\n",
        "  way[\"amenity\"=\"food_court\"](41.1,69.1,41.5,69.4);\n",
        "  way[\"amenity\"=\"pub\"](41.1,69.1,41.5,69.4);\n",
        "  way[\"amenity\"=\"bar\"](41.1,69.1,41.5,69.4);\n",
        "  way[\"amenity\"=\"biergarten\"](41.1,69.1,41.5,69.4);\n",
        "  way[\"amenity\"=\"ice_cream\"](41.1,69.1,41.5,69.4);\n",
        "  way[\"amenity\"=\"bbq\"](41.1,69.1,41.5,69.4);\n",
        "  way[\"amenity\"=\"food\"](41.1,69.1,41.5,69.4);\n",
        "\n",
        "  relation[\"amenity\"=\"cafe\"](41.1,69.1,41.5,69.4);\n",
        "  relation[\"amenity\"=\"restaurant\"](41.1,69.1,41.5,69.4);\n",
        "  relation[\"amenity\"=\"fast_food\"](41.1,69.1,41.5,69.4);\n",
        "  relation[\"amenity\"=\"food_court\"](41.1,69.1,41.5,69.4);\n",
        "  relation[\"amenity\"=\"pub\"](41.1,69.1,41.5,69.4);\n",
        "  relation[\"amenity\"=\"bar\"](41.1,69.1,41.5,69.4);\n",
        "  relation[\"amenity\"=\"biergarten\"](41.1,69.1,41.5,69.4);\n",
        "  relation[\"amenity\"=\"ice_cream\"](41.1,69.1,41.5,69.4);\n",
        "  relation[\"amenity\"=\"bbq\"](41.1,69.1,41.5,69.4);\n",
        "  relation[\"amenity\"=\"food\"](41.1,69.1,41.5,69.4);\n",
        ");\n",
        "out center;\n",
        "\n",
        "\"\"\"\n",
        "\n",
        "# Send the request to Overpass API\n",
        "response = requests.get(overpass_url, params={'data': overpass_query})\n",
        "\n",
        "# Check if the response contains data\n",
        "data = response.json()\n",
        "\n",
        "# Process the data if any elements are found\n",
        "cafes = []\n",
        "if \"elements\" in data:\n",
        "    for element in data['elements']:\n",
        "        if 'lat' in element and 'lon' in element:\n",
        "            cafes.append({\n",
        "                'name': element['tags'].get('name', 'Unnamed'),\n",
        "                'lat': element['lat'],\n",
        "                'lon': element['lon']\n",
        "            })\n",
        "\n",
        "# Convert to DataFrame and display the first few rows\n",
        "cafes_df = pd.DataFrame(cafes)\n",
        "print(cafes_df.head())\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "YVhT6FHBNC74",
        "outputId": "5613b363-46db-460f-a969-c1a9ba42ef34"
      },
      "id": "YVhT6FHBNC74",
      "execution_count": 34,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "         name        lat        lon\n",
            "0     Bibigon  41.311605  69.289768\n",
            "1      Pasado  41.294798  69.254143\n",
            "2       MixUp  41.291205  69.223713\n",
            "3     Пирожки  41.292341  69.221952\n",
            "4  Пирожковая  41.300585  69.343923\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# Convert the cafes_df DataFrame to a CSV file\n",
        "cafes_df.to_csv('/content/cafes.csv', index=False)"
      ],
      "metadata": {
        "id": "dpVGwoe_NNxX"
      },
      "id": "dpVGwoe_NNxX",
      "execution_count": 35,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "# Load the cafes data\n",
        "cafes_df = pd.read_csv('/content/cafes.csv')\n",
        "\n",
        "# Define the view centered on Tashkent\n",
        "view_state = pdk.ViewState(\n",
        "    latitude=41.3,\n",
        "    longitude=69.2,\n",
        "    zoom=11,\n",
        "    pitch=50\n",
        ")\n",
        "\n",
        "# Create the hexagon layer\n",
        "hexagon_layer = pdk.Layer(\n",
        "    \"HexagonLayer\",\n",
        "    data=cafes_df,\n",
        "    get_position=\"[lon, lat]\",\n",
        "    radius=800,  # Adjust radius as needed\n",
        "    elevation_scale=50,  # Adjust elevation scale as needed\n",
        "    elevation_range=[0, 500],\n",
        "    extruded=True,\n",
        "    pickable=True,\n",
        "    opacity=0.5,\n",
        ")\n",
        "\n",
        "# Create the deck.gl map with the view and layer\n",
        "deck = pdk.Deck(\n",
        "    layers=[hexagon_layer],\n",
        "    initial_view_state=view_state,\n",
        "    tooltip={\"text\": \"{elevationValue} places to eat\"}\n",
        ")\n",
        "\n",
        "# Display the map\n",
        "deck.to_html('hexagon_map.html')\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 500
        },
        "id": "NvFrVx34QYzG",
        "outputId": "eb1b2256-9b26-4049-9cac-793d326bfe46"
      },
      "id": "NvFrVx34QYzG",
      "execution_count": 45,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.Javascript object>"
            ],
            "application/javascript": [
              "google.colab.output.setIframeHeight(500, true, {minHeight: 500, maxHeight: 500})"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "<!DOCTYPE html>\n",
              "<html>\n",
              "  <head>\n",
              "    <meta http-equiv=\"content-type\" content=\"text/html; charset=UTF-8\" />\n",
              "    <title>pydeck</title>\n",
              "        <script src=\"https://api.tiles.mapbox.com/mapbox-gl-js/v1.13.0/mapbox-gl.js\"></script>\n",
              "        <link rel=\"stylesheet\" href=\"https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap-theme.min.css\" />\n",
              "    <link rel=\"stylesheet\" href=\"https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css\" />\n",
              "    <script src='https://cdn.jsdelivr.net/npm/@deck.gl/jupyter-widget@~9.0.*/dist/index.js'></script>\n",
              "    <style>\n",
              "    body {\n",
              "  margin: 0;\n",
              "  padding: 0;\n",
              "  overflow: hidden;\n",
              "}\n",
              "\n",
              "#deck-container {\n",
              "  width: 100vw;\n",
              "  height: 100vh;\n",
              "}\n",
              "\n",
              "#deck-container canvas {\n",
              "  z-index: 1;\n",
              "  background: none;\n",
              "}\n",
              "    </style>\n",
              "  </head>\n",
              "  <body>\n",
              "    <div id=\"deck-container\">\n",
              "    </div>\n",
              "  </body>\n",
              "  <script>\n",
              "    const container = document.getElementById('deck-container');\n",
              "    const jsonInput = {\n",
              "  \"initialViewState\": {\n",
              "    \"latitude\": 41.3,\n",
              "    \"longitude\": 69.2,\n",
              "    \"pitch\": 50,\n",
              "    \"zoom\": 11\n",
              "  },\n",
              "  \"layers\": [\n",
              "    {\n",
              "      \"@@type\": \"HexagonLayer\",\n",
              "      \"data\": [\n",
              "        {\n",
              "          \"lat\": 41.3116054,\n",
              "          \"lon\": 69.2897685,\n",
              "          \"name\": \"Bibigon\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.2947982,\n",
              "          \"lon\": 69.2541432,\n",
              "          \"name\": \"Pasado\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.2912051,\n",
              "          \"lon\": 69.2237127,\n",
              "          \"name\": \"MixUp\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.2923414,\n",
              "          \"lon\": 69.2219521,\n",
              "          \"name\": \"\\u041f\\u0438\\u0440\\u043e\\u0436\\u043a\\u0438\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.3005849,\n",
              "          \"lon\": 69.3439234,\n",
              "          \"name\": \"\\u041f\\u0438\\u0440\\u043e\\u0436\\u043a\\u043e\\u0432\\u0430\\u044f\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.2932245,\n",
              "          \"lon\": 69.2892333,\n",
              "          \"name\": \"\\u0440\\u0435\\u0441\\u0442\\u043e\\u0440\\u0430\\u043d \\u041a\\u0438\\u0442\\u0430\\u0439\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.2466262,\n",
              "          \"lon\": 69.3008001,\n",
              "          \"name\": \"\\u041a\\u0443\\u0439\\u043b\\u044e\\u043a\\u0441\\u043a\\u0438\\u0439 \\u0434\\u0432\\u043e\\u0440\\u0438\\u043a\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.3197852,\n",
              "          \"lon\": 69.3014429,\n",
              "          \"name\": \"Unnamed\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.3200603,\n",
              "          \"lon\": 69.3014081,\n",
              "          \"name\": \"Darhan cafe\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.2918564,\n",
              "          \"lon\": 69.2829203,\n",
              "          \"name\": \"\\u0410\\u041d\\u0422\\u0410\\u0420\\u0415\\u0421\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.2836239,\n",
              "          \"lon\": 69.3479899,\n",
              "          \"name\": \"Unnamed\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.2837947,\n",
              "          \"lon\": 69.3487367,\n",
              "          \"name\": \"\\u0420\\u043e\\u0441\\u0441\\u0438\\u044f\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.2708231,\n",
              "          \"lon\": 69.2607896,\n",
              "          \"name\": \"\\u0414\\u0443\\u0441\\u0442\\u043b\\u0430\\u0440\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.2689786,\n",
              "          \"lon\": 69.299159,\n",
              "          \"name\": \"\\u0411\\u0443\\u0445\\u0430\\u0440\\u0430 \\u043a\\u0430\\u0444\\u0435\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.2860771,\n",
              "          \"lon\": 69.282978,\n",
              "          \"name\": \"\\u041a\\u0430\\u0444\\u0435 \\\"NOSTALGIE\\\"\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.2956602,\n",
              "          \"lon\": 69.255176,\n",
              "          \"name\": \"\\u0416\\u0423\\u041c\\u0410\\u041d\\u0416\\u0418\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.3019551,\n",
              "          \"lon\": 69.2651667,\n",
              "          \"name\": \"\\u0411\\u0438\\u043d\\u0430\\u0444\\u0448\\u0430\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.3020291,\n",
              "          \"lon\": 69.2683866,\n",
              "          \"name\": \"\\\"Troyka\\\"\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.3019148,\n",
              "          \"lon\": 69.265029,\n",
              "          \"name\": \"Korean\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.2857726,\n",
              "          \"lon\": 69.2261323,\n",
              "          \"name\": \"Castlebar\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.2675734,\n",
              "          \"lon\": 69.2458012,\n",
              "          \"name\": \"\\u041a\\u0443\\u0448\\u0431\\u0435\\u0433\\u0438\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.2734901,\n",
              "          \"lon\": 69.2450484,\n",
              "          \"name\": \"\\u0417\\u0438\\u0433\\u0438\\u0440-\\u0451\\u0433 \\u041e\\u0448\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.3222214,\n",
              "          \"lon\": 69.2636443,\n",
              "          \"name\": \"City Grill\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.3050635,\n",
              "          \"lon\": 69.2892578,\n",
              "          \"name\": \"Studio\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.2923022,\n",
              "          \"lon\": 69.2996031,\n",
              "          \"name\": \"Unnamed\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.283991,\n",
              "          \"lon\": 69.2939906,\n",
              "          \"name\": \"Unnamed\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.2678006,\n",
              "          \"lon\": 69.2467372,\n",
              "          \"name\": \"\\u0421\\u0443\\u043b\\u0442\\u0430\\u043d\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.3013572,\n",
              "          \"lon\": 69.2896898,\n",
              "          \"name\": \"Doner House\"\n",
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              "        },\n",
              "        {\n",
              "          \"lat\": 41.3715674,\n",
              "          \"lon\": 69.3115506,\n",
              "          \"name\": \"Aile\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.2809489,\n",
              "          \"lon\": 69.2401991,\n",
              "          \"name\": \"Sushi Yummy\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.2639358,\n",
              "          \"lon\": 69.2672313,\n",
              "          \"name\": \"Yess! Coffee\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.312425,\n",
              "          \"lon\": 69.2744399,\n",
              "          \"name\": \"Wow Bar\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.3151856,\n",
              "          \"lon\": 69.2824864,\n",
              "          \"name\": \"Embar\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.26657,\n",
              "          \"lon\": 69.2380009,\n",
              "          \"name\": \"Book Cafe\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.2697437,\n",
              "          \"lon\": 69.2561879,\n",
              "          \"name\": \"Olot somsa\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.3054971,\n",
              "          \"lon\": 69.2506266,\n",
              "          \"name\": \"\\u043a\\u0430\\u0444\\u0435\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.2909876,\n",
              "          \"lon\": 69.2592488,\n",
              "          \"name\": \"Sherbet\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.2870739,\n",
              "          \"lon\": 69.2703217,\n",
              "          \"name\": \"\\u0414\\u0438\\u043a\\u0430\\u0440\\u0435\\u043c\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.2792293,\n",
              "          \"lon\": 69.2428338,\n",
              "          \"name\": \"Sir Richard's Pub\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.3082337,\n",
              "          \"lon\": 69.2923886,\n",
              "          \"name\": \"Caffetruck Coffee\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.307049,\n",
              "          \"lon\": 69.3044455,\n",
              "          \"name\": \"\\u0411\\u0438\\u0440 \\u0420\\u0435\\u0433\\u0435\\u043d\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.3128419,\n",
              "          \"lon\": 69.2784505,\n",
              "          \"name\": \"Ugolok\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.3129803,\n",
              "          \"lon\": 69.2780529,\n",
              "          \"name\": \"Credo\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.3276672,\n",
              "          \"lon\": 69.2512733,\n",
              "          \"name\": \"Retro Non Kabob\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.3284245,\n",
              "          \"lon\": 69.2498751,\n",
              "          \"name\": \"Pizza Ciao Ciao\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.3104472,\n",
              "          \"lon\": 69.2388447,\n",
              "          \"name\": \"Unnamed\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.3104981,\n",
              "          \"lon\": 69.2388538,\n",
              "          \"name\": \"Kuddus Steak\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.3030803,\n",
              "          \"lon\": 69.236557,\n",
              "          \"name\": \"Tea\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.3101773,\n",
              "          \"lon\": 69.2873492,\n",
              "          \"name\": \"Belle Maman\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.2828278,\n",
              "          \"lon\": 69.2653455,\n",
              "          \"name\": \"\\u041c\\u043e\\u044f \\u0421\\u0435\\u043c\\u044c\\u044f\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.3406222,\n",
              "          \"lon\": 69.2057805,\n",
              "          \"name\": \"Huvaydo\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.2967564,\n",
              "          \"lon\": 69.2691503,\n",
              "          \"name\": \"Fashion Bar\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.3321228,\n",
              "          \"lon\": 69.2629949,\n",
              "          \"name\": \"Afsona\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.3647093,\n",
              "          \"lon\": 69.3300417,\n",
              "          \"name\": \"Hayat river\"\n",
              "        },\n",
              "        {\n",
              "          \"lat\": 41.3007072,\n",
              "          \"lon\": 69.2667753,\n",
              "          \"name\": \"\\u0410\\u043c\\u0444\\u043e\\u0440\\u0430\"\n",
              "        }\n",
              "      ],\n",
              "      \"elevationRange\": [\n",
              "        0,\n",
              "        500\n",
              "      ],\n",
              "      \"elevationScale\": 50,\n",
              "      \"extruded\": true,\n",
              "      \"getPosition\": \"@@=[lon, lat]\",\n",
              "      \"id\": \"9193b0aa-ff8c-4f8b-90b2-f2afe7edbb1d\",\n",
              "      \"opacity\": 0.5,\n",
              "      \"pickable\": true,\n",
              "      \"radius\": 800\n",
              "    }\n",
              "  ],\n",
              "  \"mapProvider\": \"carto\",\n",
              "  \"mapStyle\": \"https://basemaps.cartocdn.com/gl/dark-matter-gl-style/style.json\",\n",
              "  \"views\": [\n",
              "    {\n",
              "      \"@@type\": \"MapView\",\n",
              "      \"controller\": true\n",
              "    }\n",
              "  ]\n",
              "};\n",
              "    const tooltip = {'text': '{elevationValue} places to eat'};\n",
              "    const customLibraries = null;\n",
              "    const configuration = null;\n",
              "\n",
              "    const deckInstance = createDeck({\n",
              "                  container,\n",
              "      jsonInput,\n",
              "      tooltip,\n",
              "      customLibraries,\n",
              "      configuration\n",
              "    });\n",
              "\n",
              "  </script>\n",
              "</html>"
            ]
          },
          "metadata": {}
        }
      ]
    }
  ],
  "metadata": {
    "kernelspec": {
      "display_name": "Python 3",
      "language": "python",
      "name": "python3"
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