Redzones Srinagar Map.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import folium"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "dataset = pd.read_csv('redzones_srinagar.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "RangeIndex: 12 entries, 0 to 11\n",
      "Data columns (total 3 columns):\n",
      " #   Column              Non-Null Count  Dtype  \n",
      "---  ------              --------------  -----  \n",
      " 0   Red Zone Area Name  12 non-null     object \n",
      " 1   Latitude            12 non-null     float64\n",
      " 2   Longitude           12 non-null     float64\n",
      "dtypes: float64(2), object(1)\n",
      "memory usage: 416.0+ bytes\n"
     ]
    }
   ],
   "source": [
    "dataset.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Red Zone Area Name</th>\n",
       "      <th>Latitude</th>\n",
       "      <th>Longitude</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Ahmad Nagar, Srinagar</td>\n",
       "      <td>34.167707</td>\n",
       "      <td>74.801430</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Lal Bazar, Srinagar</td>\n",
       "      <td>34.133439</td>\n",
       "      <td>74.806532</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Hawal, Srinagar</td>\n",
       "      <td>34.109169</td>\n",
       "      <td>74.802779</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Nowshera, Srinagar</td>\n",
       "      <td>34.130113</td>\n",
       "      <td>74.799563</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Nishat, Srinagar</td>\n",
       "      <td>34.133905</td>\n",
       "      <td>74.872477</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      Red Zone Area Name  Latitude   Longitude \n",
       "0  Ahmad Nagar, Srinagar  34.167707   74.801430\n",
       "1    Lal Bazar, Srinagar  34.133439   74.806532\n",
       "2        Hawal, Srinagar  34.109169   74.802779\n",
       "3     Nowshera, Srinagar  34.130113   74.799563\n",
       "4       Nishat, Srinagar  34.133905   74.872477"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dataset.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['Red Zone Area Name', 'Latitude ', 'Longitude '], dtype='object')"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dataset.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "areas = dataset[['Latitude ', 'Longitude ']]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "ename": "NameError",
     "evalue": "name 'area' is not defined",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mNameError\u001b[0m                                 Traceback (most recent call last)",
      "\u001b[1;32m<ipython-input-10-cb240d40b889>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[0marea\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[1;31mNameError\u001b[0m: name 'area' is not defined"
     ]
    }
   ],
   "source": [
    "area"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "place = dataset['Red Zone Area Name']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'Lal Bazar, Srinagar'"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "place[1]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "pandas.core.frame.DataFrame"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "type(areas)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "areas = areas.values.tolist()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "list"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "type(areas)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "rz_map = folium.Map(\n",
    "            location=[34.106639,74.666669],\n",
    "            tiles='Stamen Toner',\n",
    "            zoom_start=12\n",
    "        )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "i=0\n",
    "for area in areas :\n",
    "    folium.Circle(\n",
    "        radius=300,\n",
    "        location=area,\n",
    "        color='crimson',\n",
    "        fill=False,\n",
    "        ).add_to(rz_map)\n",
    "    folium.CircleMarker(\n",
    "        location=area,\n",
    "        radius=30,\n",
    "        popup=dataset['Red Zone Area Name'][i],\n",
    "        color='#3186cc',\n",
    "        fill=True,\n",
    "        fill_color='#3186cc'\n",
    "    ).add_to(rz_map)\n",
    "    i+=1\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div style=\"width:100%;\"><div style=\"position:relative;width:100%;height:0;padding-bottom:60%;\"><iframe src=\"about:blank\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" data-html=<!DOCTYPE html>
<head>    
    <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
    
        <script>
            L_NO_TOUCH = false;
            L_DISABLE_3D = false;
        </script>
    
    <script src="https://cdn.jsdelivr.net/npm/leaflet@1.5.1/dist/leaflet.js"></script>
    <script src="https://code.jquery.com/jquery-1.12.4.min.js"></script>
    <script src="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/js/bootstrap.min.js"></script>
    <script src="https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.js"></script>
    <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/leaflet@1.5.1/dist/leaflet.css"/>
    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap.min.css"/>
    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap-theme.min.css"/>
    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css"/>
    <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.css"/>
    <link rel="stylesheet" href="https://rawcdn.githack.com/python-visualization/folium/master/folium/templates/leaflet.awesome.rotate.css"/>
    <style>html, body {width: 100%;height: 100%;margin: 0;padding: 0;}</style>
    <style>#map {position:absolute;top:0;bottom:0;right:0;left:0;}</style>
    
            <meta name="viewport" content="width=device-width,
                initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
            <style>
                #map_a8be39488fc541299141c09e177fda15 {
                    position: relative;
                    width: 100.0%;
                    height: 100.0%;
                    left: 0.0%;
                    top: 0.0%;
                }
            </style>
        
</head>
<body>    
    
            <div class="folium-map" id="map_a8be39488fc541299141c09e177fda15" ></div>
        
</body>
<script>    
    
            var map_a8be39488fc541299141c09e177fda15 = L.map(
                "map_a8be39488fc541299141c09e177fda15",
                {
                    center: [34.106639, 74.666669],
                    crs: L.CRS.EPSG3857,
                    zoom: 12,
                    zoomControl: true,
                    preferCanvas: false,
                }
            );

            

        
    
            var tile_layer_b7308566f6854e3794d51d29d8b76cf3 = L.tileLayer(
                "https://stamen-tiles-{s}.a.ssl.fastly.net/toner/{z}/{x}/{y}.png",
                {"attribution": "Map tiles by \u003ca href=\"http://stamen.com\"\u003eStamen Design\u003c/a\u003e, under \u003ca href=\"http://creativecommons.org/licenses/by/3.0\"\u003eCC BY 3.0\u003c/a\u003e. Data by \u0026copy; \u003ca href=\"http://openstreetmap.org\"\u003eOpenStreetMap\u003c/a\u003e, under \u003ca href=\"http://www.openstreetmap.org/copyright\"\u003eODbL\u003c/a\u003e.", "detectRetina": false, "maxNativeZoom": 18, "maxZoom": 18, "minZoom": 0, "noWrap": false, "opacity": 1, "subdomains": "abc", "tms": false}
            ).addTo(map_a8be39488fc541299141c09e177fda15);
        
    
            var circle_c403a35f37be475d8e257fd2c95ed814 = L.circle(
                [34.1677071, 74.8014302],
                {"bubblingMouseEvents": true, "color": "crimson", "dashArray": null, "dashOffset": null, "fill": false, "fillColor": "crimson", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 300, "stroke": true, "weight": 3}
            ).addTo(map_a8be39488fc541299141c09e177fda15);
        
    
            var circle_marker_1bdd767d257d4fdca0733e9510c50b58 = L.circleMarker(
                [34.1677071, 74.8014302],
                {"bubblingMouseEvents": true, "color": "#3186cc", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 30, "stroke": true, "weight": 3}
            ).addTo(map_a8be39488fc541299141c09e177fda15);
        
    
        var popup_539f54c9d2a34a9a98e8d8787198f39c = L.popup({"maxWidth": "100%"});

        
            var html_fe4f17270fc34201bf50a1449626cf3f = $(`<div id="html_fe4f17270fc34201bf50a1449626cf3f" style="width: 100.0%; height: 100.0%;">Ahmad Nagar, Srinagar</div>`)[0];
            popup_539f54c9d2a34a9a98e8d8787198f39c.setContent(html_fe4f17270fc34201bf50a1449626cf3f);
        

        circle_marker_1bdd767d257d4fdca0733e9510c50b58.bindPopup(popup_539f54c9d2a34a9a98e8d8787198f39c)
        ;

        
    
    
            var circle_723bd17d16d24eccacfdd44da8326e31 = L.circle(
                [34.1334394, 74.8065323],
                {"bubblingMouseEvents": true, "color": "crimson", "dashArray": null, "dashOffset": null, "fill": false, "fillColor": "crimson", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 300, "stroke": true, "weight": 3}
            ).addTo(map_a8be39488fc541299141c09e177fda15);
        
    
            var circle_marker_1ba171044dd44a1a94a62908f26805bf = L.circleMarker(
                [34.1334394, 74.8065323],
                {"bubblingMouseEvents": true, "color": "#3186cc", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 30, "stroke": true, "weight": 3}
            ).addTo(map_a8be39488fc541299141c09e177fda15);
        
    
        var popup_586922b09adf414e9ccab63df61db4be = L.popup({"maxWidth": "100%"});

        
            var html_c3d4bc08338a4a8cb8676dbcbeb4674e = $(`<div id="html_c3d4bc08338a4a8cb8676dbcbeb4674e" style="width: 100.0%; height: 100.0%;">Lal Bazar, Srinagar</div>`)[0];
            popup_586922b09adf414e9ccab63df61db4be.setContent(html_c3d4bc08338a4a8cb8676dbcbeb4674e);
        

        circle_marker_1ba171044dd44a1a94a62908f26805bf.bindPopup(popup_586922b09adf414e9ccab63df61db4be)
        ;

        
    
    
            var circle_768ef940f37d4aa49e0df968324ea046 = L.circle(
                [34.1091694, 74.8027791],
                {"bubblingMouseEvents": true, "color": "crimson", "dashArray": null, "dashOffset": null, "fill": false, "fillColor": "crimson", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 300, "stroke": true, "weight": 3}
            ).addTo(map_a8be39488fc541299141c09e177fda15);
        
    
            var circle_marker_cc79808e58dc4c44b549cfbac12e39eb = L.circleMarker(
                [34.1091694, 74.8027791],
                {"bubblingMouseEvents": true, "color": "#3186cc", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 30, "stroke": true, "weight": 3}
            ).addTo(map_a8be39488fc541299141c09e177fda15);
        
    
        var popup_9d77b16e830e4fce8f49702fe749edee = L.popup({"maxWidth": "100%"});

        
            var html_efb3ab00288c4b42a4f943bdb52b0445 = $(`<div id="html_efb3ab00288c4b42a4f943bdb52b0445" style="width: 100.0%; height: 100.0%;">Hawal, Srinagar</div>`)[0];
            popup_9d77b16e830e4fce8f49702fe749edee.setContent(html_efb3ab00288c4b42a4f943bdb52b0445);
        

        circle_marker_cc79808e58dc4c44b549cfbac12e39eb.bindPopup(popup_9d77b16e830e4fce8f49702fe749edee)
        ;

        
    
    
            var circle_22c7a47b4f3e44279f9084a50addf755 = L.circle(
                [34.13011289999999, 74.7995631],
                {"bubblingMouseEvents": true, "color": "crimson", "dashArray": null, "dashOffset": null, "fill": false, "fillColor": "crimson", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 300, "stroke": true, "weight": 3}
            ).addTo(map_a8be39488fc541299141c09e177fda15);
        
    
            var circle_marker_60e94e7cf274425795c051dc00c5e1d1 = L.circleMarker(
                [34.13011289999999, 74.7995631],
                {"bubblingMouseEvents": true, "color": "#3186cc", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 30, "stroke": true, "weight": 3}
            ).addTo(map_a8be39488fc541299141c09e177fda15);
        
    
        var popup_94b01e3791884271b743aa653064ad67 = L.popup({"maxWidth": "100%"});

        
            var html_257160ea5f9b442fb89ce9ecbfcfb836 = $(`<div id="html_257160ea5f9b442fb89ce9ecbfcfb836" style="width: 100.0%; height: 100.0%;">Nowshera, Srinagar</div>`)[0];
            popup_94b01e3791884271b743aa653064ad67.setContent(html_257160ea5f9b442fb89ce9ecbfcfb836);
        

        circle_marker_60e94e7cf274425795c051dc00c5e1d1.bindPopup(popup_94b01e3791884271b743aa653064ad67)
        ;

        
    
    
            var circle_461e711f229548beb716357847c5c5db = L.circle(
                [34.1339047, 74.87247740000001],
                {"bubblingMouseEvents": true, "color": "crimson", "dashArray": null, "dashOffset": null, "fill": false, "fillColor": "crimson", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 300, "stroke": true, "weight": 3}
            ).addTo(map_a8be39488fc541299141c09e177fda15);
        
    
            var circle_marker_d857bb95e21542cb850ee93b930dc741 = L.circleMarker(
                [34.1339047, 74.87247740000001],
                {"bubblingMouseEvents": true, "color": "#3186cc", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 30, "stroke": true, "weight": 3}
            ).addTo(map_a8be39488fc541299141c09e177fda15);
        
    
        var popup_12a6cad71c75423b831591d6821ee900 = L.popup({"maxWidth": "100%"});

        
            var html_e4b994c1430042d0b35bfc8b8a6e6df3 = $(`<div id="html_e4b994c1430042d0b35bfc8b8a6e6df3" style="width: 100.0%; height: 100.0%;">Nishat, Srinagar</div>`)[0];
            popup_12a6cad71c75423b831591d6821ee900.setContent(html_e4b994c1430042d0b35bfc8b8a6e6df3);
        

        circle_marker_d857bb95e21542cb850ee93b930dc741.bindPopup(popup_12a6cad71c75423b831591d6821ee900)
        ;

        
    
    
            var circle_3ac6e202fcce4e80ad9649b6de848e45 = L.circle(
                [34.0846904, 74.8207217],
                {"bubblingMouseEvents": true, "color": "crimson", "dashArray": null, "dashOffset": null, "fill": false, "fillColor": "crimson", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 300, "stroke": true, "weight": 3}
            ).addTo(map_a8be39488fc541299141c09e177fda15);
        
    
            var circle_marker_ec75c1ded9b24ec0b4deafd39e764c2c = L.circleMarker(
                [34.0846904, 74.8207217],
                {"bubblingMouseEvents": true, "color": "#3186cc", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 30, "stroke": true, "weight": 3}
            ).addTo(map_a8be39488fc541299141c09e177fda15);
        
    
        var popup_f315478e05704b96b4af1dd6400deb4e = L.popup({"maxWidth": "100%"});

        
            var html_d0a37968fb1a464ba8655cc81c1167b1 = $(`<div id="html_d0a37968fb1a464ba8655cc81c1167b1" style="width: 100.0%; height: 100.0%;">Khayam, Srinagar</div>`)[0];
            popup_f315478e05704b96b4af1dd6400deb4e.setContent(html_d0a37968fb1a464ba8655cc81c1167b1);
        

        circle_marker_ec75c1ded9b24ec0b4deafd39e764c2c.bindPopup(popup_f315478e05704b96b4af1dd6400deb4e)
        ;

        
    
    
            var circle_0dd0affc8b0545478295ebe1f9c16fa1 = L.circle(
                [34.042918799999995, 74.7696564],
                {"bubblingMouseEvents": true, "color": "crimson", "dashArray": null, "dashOffset": null, "fill": false, "fillColor": "crimson", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 300, "stroke": true, "weight": 3}
            ).addTo(map_a8be39488fc541299141c09e177fda15);
        
    
            var circle_marker_ef8865f28ab54aa595f97a33e64ebac9 = L.circleMarker(
                [34.042918799999995, 74.7696564],
                {"bubblingMouseEvents": true, "color": "#3186cc", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 30, "stroke": true, "weight": 3}
            ).addTo(map_a8be39488fc541299141c09e177fda15);
        
    
        var popup_b8d8fad2f3e5474d81aaba16c82fdca0 = L.popup({"maxWidth": "100%"});

        
            var html_7379c030773b47079d1c6a38eab1734d = $(`<div id="html_7379c030773b47079d1c6a38eab1734d" style="width: 100.0%; height: 100.0%;">Hyderpora, Srinagar</div>`)[0];
            popup_b8d8fad2f3e5474d81aaba16c82fdca0.setContent(html_7379c030773b47079d1c6a38eab1734d);
        

        circle_marker_ef8865f28ab54aa595f97a33e64ebac9.bindPopup(popup_b8d8fad2f3e5474d81aaba16c82fdca0)
        ;

        
    
    
            var circle_95c2f9c2966d4c56bec62ccd0b743f86 = L.circle(
                [34.079620899999995, 74.75157420000001],
                {"bubblingMouseEvents": true, "color": "crimson", "dashArray": null, "dashOffset": null, "fill": false, "fillColor": "crimson", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 300, "stroke": true, "weight": 3}
            ).addTo(map_a8be39488fc541299141c09e177fda15);
        
    
            var circle_marker_99e0ead9658c45b683206c68503ac3e3 = L.circleMarker(
                [34.079620899999995, 74.75157420000001],
                {"bubblingMouseEvents": true, "color": "#3186cc", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 30, "stroke": true, "weight": 3}
            ).addTo(map_a8be39488fc541299141c09e177fda15);
        
    
        var popup_e7adbf7dca8a4c768f832f4e21b4d739 = L.popup({"maxWidth": "100%"});

        
            var html_b29797dc49db45cd9edb5b02b9280b1d = $(`<div id="html_b29797dc49db45cd9edb5b02b9280b1d" style="width: 100.0%; height: 100.0%;">Bemina, Srinagar</div>`)[0];
            popup_e7adbf7dca8a4c768f832f4e21b4d739.setContent(html_b29797dc49db45cd9edb5b02b9280b1d);
        

        circle_marker_99e0ead9658c45b683206c68503ac3e3.bindPopup(popup_e7adbf7dca8a4c768f832f4e21b4d739)
        ;

        
    
    
            var circle_b23de82e1a32498cb417470500b544b4 = L.circle(
                [33.752512200000005, 75.1895571],
                {"bubblingMouseEvents": true, "color": "crimson", "dashArray": null, "dashOffset": null, "fill": false, "fillColor": "crimson", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 300, "stroke": true, "weight": 3}
            ).addTo(map_a8be39488fc541299141c09e177fda15);
        
    
            var circle_marker_ac60f355cd334a549103f617394ce4c1 = L.circleMarker(
                [33.752512200000005, 75.1895571],
                {"bubblingMouseEvents": true, "color": "#3186cc", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 30, "stroke": true, "weight": 3}
            ).addTo(map_a8be39488fc541299141c09e177fda15);
        
    
        var popup_234c381082a144e980a3b2e7beafe0e7 = L.popup({"maxWidth": "100%"});

        
            var html_a169d854e887489da22ce85394be1521 = $(`<div id="html_a169d854e887489da22ce85394be1521" style="width: 100.0%; height: 100.0%;">Jawahar Nagar, Srinagar</div>`)[0];
            popup_234c381082a144e980a3b2e7beafe0e7.setContent(html_a169d854e887489da22ce85394be1521);
        

        circle_marker_ac60f355cd334a549103f617394ce4c1.bindPopup(popup_234c381082a144e980a3b2e7beafe0e7)
        ;

        
    
    
            var circle_0ec9e5cc1cb14eceb7832c7685c7b302 = L.circle(
                [34.079620899999995, 74.75157420000001],
                {"bubblingMouseEvents": true, "color": "crimson", "dashArray": null, "dashOffset": null, "fill": false, "fillColor": "crimson", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 300, "stroke": true, "weight": 3}
            ).addTo(map_a8be39488fc541299141c09e177fda15);
        
    
            var circle_marker_a8f9de65fdb844f78dd7ecd3311abf5d = L.circleMarker(
                [34.079620899999995, 74.75157420000001],
                {"bubblingMouseEvents": true, "color": "#3186cc", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 30, "stroke": true, "weight": 3}
            ).addTo(map_a8be39488fc541299141c09e177fda15);
        
    
        var popup_3c3647fec5bb4e1289cd2a54969e46e1 = L.popup({"maxWidth": "100%"});

        
            var html_4582160c9f7d47dfbcd9c30d612743ac = $(`<div id="html_4582160c9f7d47dfbcd9c30d612743ac" style="width: 100.0%; height: 100.0%;">Natipora, Srinagar</div>`)[0];
            popup_3c3647fec5bb4e1289cd2a54969e46e1.setContent(html_4582160c9f7d47dfbcd9c30d612743ac);
        

        circle_marker_a8f9de65fdb844f78dd7ecd3311abf5d.bindPopup(popup_3c3647fec5bb4e1289cd2a54969e46e1)
        ;

        
    
    
            var circle_d9bfbf725ad94d1fa58fd4d4deb266df = L.circle(
                [34.042311700000006, 74.8614407],
                {"bubblingMouseEvents": true, "color": "crimson", "dashArray": null, "dashOffset": null, "fill": false, "fillColor": "crimson", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 300, "stroke": true, "weight": 3}
            ).addTo(map_a8be39488fc541299141c09e177fda15);
        
    
            var circle_marker_6dcd898bac3a47e3a99aa9b1a9b261d3 = L.circleMarker(
                [34.042311700000006, 74.8614407],
                {"bubblingMouseEvents": true, "color": "#3186cc", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 30, "stroke": true, "weight": 3}
            ).addTo(map_a8be39488fc541299141c09e177fda15);
        
    
        var popup_3929117805cf40f9b81050fd36bf13ce = L.popup({"maxWidth": "100%"});

        
            var html_0340521bcc7a4bdab5c07ff61939fe8e = $(`<div id="html_0340521bcc7a4bdab5c07ff61939fe8e" style="width: 100.0%; height: 100.0%;">Lasjan, Srinagar</div>`)[0];
            popup_3929117805cf40f9b81050fd36bf13ce.setContent(html_0340521bcc7a4bdab5c07ff61939fe8e);
        

        circle_marker_6dcd898bac3a47e3a99aa9b1a9b261d3.bindPopup(popup_3929117805cf40f9b81050fd36bf13ce)
        ;

        
    
    
            var circle_09fb57aa62994b4ca5c47030cefa21c8 = L.circle(
                [34.056659100000005, 74.7845443],
                {"bubblingMouseEvents": true, "color": "crimson", "dashArray": null, "dashOffset": null, "fill": false, "fillColor": "crimson", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 300, "stroke": true, "weight": 3}
            ).addTo(map_a8be39488fc541299141c09e177fda15);
        
    
            var circle_marker_df5879b200a746be8c8057e62b66b2ef = L.circleMarker(
                [34.056659100000005, 74.7845443],
                {"bubblingMouseEvents": true, "color": "#3186cc", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 30, "stroke": true, "weight": 3}
            ).addTo(map_a8be39488fc541299141c09e177fda15);
        
    
        var popup_98d3a9a81b77429e843e6660c7475f6c = L.popup({"maxWidth": "100%"});

        
            var html_8b68c7a94a4c406fbeb0a66b1ef574e4 = $(`<div id="html_8b68c7a94a4c406fbeb0a66b1ef574e4" style="width: 100.0%; height: 100.0%;">Tengpora, Srinagar</div>`)[0];
            popup_98d3a9a81b77429e843e6660c7475f6c.setContent(html_8b68c7a94a4c406fbeb0a66b1ef574e4);
        

        circle_marker_df5879b200a746be8c8057e62b66b2ef.bindPopup(popup_98d3a9a81b77429e843e6660c7475f6c)
        ;

        
    
</script> onload=\"this.contentDocument.open();this.contentDocument.write(atob(this.getAttribute('data-html')));this.contentDocument.close();\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x2812c75f748>"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rz_map"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}